Next Article in Journal
Characterization of Pectin Oligosaccharides Obtained from Citrus Peel Pectin
Next Article in Special Issue
Effects of External Resistance, New Electrode Material, and Catholyte Type on the Energy Generation and Performance of Dual-Chamber Microbial Fuel Cells
Previous Article in Journal
Combined Ensiling of Tropical Beans and Sugarcane Stalks: Effects on Their Secondary Metabolites
Previous Article in Special Issue
Performance and Bacterial Characteristics of Aerobic Granular Sludge in Treatment of Ultra-Hypersaline Mustard Tuber Wastewater
 
 
Font Type:
Arial Georgia Verdana
Font Size:
Aa Aa Aa
Line Spacing:
Column Width:
Background:
Review

Recent Progress in Microalgae-Based Technologies for Industrial Wastewater Treatment

1
Faculty of Integrated Technologies, Universiti Brunei Darussalam, Jalan Tungku Link, Bandar Seri Begawan BE 1410, Brunei
2
Department of Chemical Engineering, Dawood University of Engineering and Technology, Karachi 74800, Pakistan
3
Research Center for Marine and Land Bioindustry, Research Organization for Earth Science and Maritime, BRIN. Jl. Raya Senggigi, Teluk Kode 83352, Indonesia
4
HICoE-Centre for Biofuel and Biochemical Research, Department of Fundamental and Applied Sciences, Institute of Self-Sustainable Building, Universiti Teknologi PETRONAS, Seri Iskandar 32610, Malaysia
5
Department of Bioprocess Engineering, Universitas Brawijaya, Jl. Veteran, Malang 65145, Indonesia
*
Authors to whom correspondence should be addressed.
Fermentation 2023, 9(3), 311; https://doi.org/10.3390/fermentation9030311
Submission received: 20 January 2023 / Revised: 14 March 2023 / Accepted: 16 March 2023 / Published: 22 March 2023

Abstract

:
The water resource crisis and concerns with environmental pollution prompt the necessity to upgrade conventional wastewater treatment processes. The microalgae-based wastewater treatment process has shown many advantages that can fulfill the stricter demands for improved wastewater treatment. Microalgae cultivation can be carried out in different photobioreactors and under different operational conditions. The cultivation of the microalgae biomass provides the bioremediation of some targeted pollutants through uptake/digestion or biosorption, resulting in treated effluent and the production of biomass. This paper reviews the progress in microalgae-biotechnology for industrial wastewater treatment. A brief overview of microalga types/classification, the cultivation photobioreactors type, and conditions was first provided. Next, a comprehensive review of the bioremediation of industrial wastewater, including distillery, heavy metals, textiles, and emerging contaminants, was provided. Finally, perspectives on the potential scale-up of the technology and some critical considerations were also discussed.

1. Introduction

Water is the core resource for every living organism and a significant feedstock for any industry [1]. The utilization of freshwater generates many effluents or contaminated water that might be directly disposed of and cause significant health and ecological risks. The contaminated wastewater may contain various hazardous materials. In addition, a vast number of inorganic and organic nutrients are released into the environment, reflecting high COD and BOD [2]. It was reported that 50% of the population faces energy shortages, 70% need food, and 50% need water, with more than 75% wanting to decline CO2 emission [3]. One of the most challenging issues is surface water pollution (i.e., hypertrophication), because the globe faces a water shortage. The available reservoir also contaminates wastewater (such as sewage, industrial, non-industrial, medical, and laboratory wastewater). In addition, hypertrophication is caused by the excessive loading of N and P and causes solid waste generation and unwanted emissions into the air [4]. It also leads to supporting pathogenic microbes that become a significant threat to aquatic life as well as the associated organisms [5].
Another class of heavy metal pollutant might be directly inhaled, ingested, or in contact with the skin, causing major health issues and escalating the risk of cancer [6]. The unexplored or partially explored contaminates named emerging pollutants (EP), which were still not appropriately addressed and had severe danger, received attention during the last five years. The scientist focused on EPs [6,7,8,9,10], their hazards, and processing to eradicate these contaminants.
When water treatment is a concern, adopting the most effective technique fulfills the purification objective. The conventional methods for addressing the purification process, such as physical, chemical, physio-chemical, membrane technology, and hybrid processes, are commercially used. Still, these processes have some flaws or disadvantages [11] and shall be evaluated thoroughly before their implementation. The most effective process is the one that has been commercially used on a large scale to alter the water characteristics using chemical dosing, which alters the turbidity, pH, TDS, and TSS. Some other processes include chlorination, coagulation/flocculation, ultraviolet light, and ozonation. However, all these technologies also have economic, recycling, and maintenance issues. The most common technology for water and wastewater treatments applied on a large scale is the biological method that depends on the metabolic activities of microorganisms to decompose and convert pollutants (including toxins) to biomass and associated gases (CH4, CO, CO2, N2, and SO2) [12,13,14,15].
The biological approach involves biodegradation with various microorganisms among bacteria, fungi, yeast, and microalgae. This process is not quite simple, involving the metabolic activity to utilize the toxins [16]. However, biological processes are considered more cost-effective, despite of several restrictions such as a huge area, long retention time, low biodegradation rate, limited design flexibility, and limited ranges of operation conditions [17].
Biological treatment is typically categorized as the secondary treatment for eliminating mainly biodegradable pollutants that remain after the primary process. Various microalgae genera such as Scenedesmus, Chlorella, Botryococcus, Phormidium, Limnospira, and Chlamydomonas have been reported as remarkable agents for bioremediation. Scenedesmus, Chlorella, Euglena, Oscillatoria, Chlamydomonas, and Ankistrodesmus have shown effective growth and tremendous tolerance against toxins [17].
Bioremediation is a process that uses the living organism to target the toxins and transform them into safe ends [18], whereas the biosorption process is the one used to target the toxins via electrostatic attraction on the surface of microalgae [19]. The microalgae-based technique utilizes both processes, as such gained significant attention for treating diversified wastewater [20]. Microalgae can reduce hypertrophication by converting it into biomass mass in the presence of sunlight [21]. Additionally, the microalgae collected from various ponds can be a food source for multiple products [22]. Another optimized version of biological treatment is the microalgae coupled with any other microbes to speed up the remediation process [23]. Hence, it can be said that microalgae utilization for wastewater treatment is a big challenge for conventional approaches if the limitation mentioned above is addressed and resolved.

1.1. Classification of Algae

The tiered group of life into empires, phyla (divisions), groups, etc. precedes the concept of progression [24]. The grouping triggers dilemmas with classification of monophyly, specifically of the “lower” or less-complex uni- and multicellular types [25]. In spirit, numerous researchers have endeavored to reclassify the algae, but no effort has been adequate, resulting in numerous distinct categories that are currently available [26]. The continual retitling and moving of genes from one tier to another do not solve the issue without adequate representation (i.e., phylogenies) [27]. Currently, it is difficult to create a comprehensive catalog that accurately represents the monophyletic lineages of the Protista and Chromista kingdoms. Rather than attempting to create hierarchically-organized catalogs, it may be more beneficial to encourage the development of consortia that can easily be distinguished and added to as necessary [28].

1.2. Major Phyla/Class Characteristics of Commercial Microalgal Genera

1.2.1. Chlorophyta

It is a systematic group consisting of green algae that survive in marine contexts, but few are also present in freshwater and on land [29]. Some microbes can still live in harsh atmospheres such as deserts, saline water, and arctic regions [30]. These algae appear green due to the huge availability of chlorophyll, which consists of a paraphyletic group. Few might appear in colonies consisting of chlorophyte cells and apical flagella that engaged during locomotion.
These algae might be asexual or sexual. Asexuality could occur by fission or fragmentation. In comparison, sexuality occurs by exchanging nuclei via conjugation tubes of two identical gametes referred to as isogamy and oogamy [31]. The gametophyte phase is the haploid phase, and the sporophyte phase is the diploid phase. When both the gametophyte and sporophyte phases involve multicellular forms of the species, then it is described as diplobiontic. When only the gametophyte generation is multicellular, it is described as haplobiontic [32].

1.2.2. Haptophyta

The Haptophyta or Prymnesiophyta have 50 genera with more than 500 identified living species [33]. They are unicellular, live via photosynthesis [34], and are primarily found in marine and tropical regions, but some are found in freshwater. These algae generally appear to have a golden-brown color due to the presence of diadinoxanthin and fucoxanthin, which are yellowish-brown pigments [35].

1.2.3. Stramenopiles

It is a group of eukaryotic creatures, occasionally considered as signifying the phylum (division) of heterokontophyte, which is proposed based on the latest indication from molecular systematics [36]. The stramenopiles include diverse forms, ranging from unicellular (e.g., diatoms) or colonial forms to large multicellular forms, such as brown algae [37]. Many have been classified into separate phyla, including the diatoms, brown algae (Phaeophyta), oomycetes (Oomycota), golden-brown algae (Chrysophyta), and yellow-green algae (Xanthophyta) [38].

1.3. Microalgae and Their Organization

Algae can survive in diversified regions, from harsh deserts to favorable freshwater lakes, but they need some optimal conditions to grow [39,40]. Microalgae have been a source of multidisciplinary products, from pharmaceuticals to daily eating products [41]. The most impactful utilization of microalgae is effluent treatment and CO2 eradication [42]. Its complex structure and cell organization consist of polysaccharides, lipids, pigments, proteins, vitamins, bioactive compounds, and antioxidants [43]. Algae are composed of organic contents such as protein, lipids, nucleic acid, and carbohydrates, but their proportion may vary with the variation in species (See Figure 1).

Difference between Micro- and Macro Algae

Microalgae and macroalgae are the two main kinds of algae based on cellularity. Microalgae are a unicellular algal genus that may be solitary or live in colonies [44]. Macroalgae are multicellular algal species [45]. They are commonly called “seaweeds” because they can grow profusely anywhere. Microalgae include the dinoflagellates, the diatoms, and other single-celled algal species [46].
Both microalgae and macroalgae are essential contributors to atmospheric oxygen through photosynthesis [47]. They do not have true stems, leaves, and roots. Macroalgae, though, are similarly multicellular, and the cells may function together, forming an organ. The macroalgal thallus is comprised of the following major parts: (1) the lamina, (2) stipe, and (3) holdfast and haptera. The lamina (also called the blade) is the leaf-like structure, the stipe is the stem-like structure, and the holdfast is the root-like structure [48]. It helps macroalgae to stay afloat. Another floatation-assisting organ is float. It is located between the lamina and the stipe.
Microalgae are microscopic, single-celled, and mostly photosynthetic. While uni-celled, a few can create colonies, such as strands or spheres with a similar genus. Their capability to photosynthesize is due to the existence of photosynthetic colorants [49]. The prevalent colorants inspire the shade of the algae in an algal cell. Thus, they are categorized based on green, red, or brown shades [50].
Algae are morphologically simple, chlorophyll-comprising, non-flowering, and typically aquatic plants of a large family with members including seaweeds and a range of uni- to multicellular organisms [51]. They are either prokaryotes algae with single standard deoxyribonucleic acid DNA in their formation or eukaryotes with double standard DNA in their makeup and are equipped with a nucleus and chloroplast. Microalgae exist in solitary or chain/group/colony contexts, depending on the species. Their sizes are 3–30 μm, whereas those of the cyanobacteria are 0.2–2 µm [52].

1.4. Microalgae Cultivation

Microalgae cultivation can be accomplished in open ponds, tanks, raceway ponds, and controlled closed systems [53]. Extensive research has been conducted on microalgae cultivation [54,55,56]. From the literature, it has been explored that contamination with unwanted microalgae, high bacterial loads, and grazers is common in commercial-scale open-pond systems [57]. It has also been reported that the damaging impacts of rotifers on the culture Tetraselmis, Chlorella, Nannochloropsis and Scenedesmus, and Amoeba also damage diatoms. It is challenging to control the propagation parameters such as evaporation, culture temperature, etc. [58]. Those are the inherent challenges in implementing large-scale microalgae cultivation in an open-pond system.
Closed cultivation techniques, also called photobioreactors (PBRs) are the most promising approach for achieving quality cultivation because of the highly controlled parameters. This process can be optimized for genes. The extensive light availability decreases the contaminants concerns [54].
The needs and demands can alter the basic principle of cultivation system design. An open pond is usually built with a circular shape or a gravity-driven flow, whereas the PBRs design has been improvised to accumulate the maximum light. There is limited literature available regarding the two-stage hybrid cultivation system. This cultivation system has been proposed to separate biomass growth from the lipid accumulation phase [56].
Researchers comparatively investigate an open and closed cultivation process. They used the same algal culture to cultivate. The airlift-driven, low-cost PBR was designed as a closed system. Open raceway ponds were designed as open systems. Critical parameters such as light intensity, nutrients, CO2, and water supply were examined. The investigation revealed that light accumulation is good in PBR, whereas in the race pond open system, the accumulation is relatively low due to hyperthropication. Fewer nutrients are required in PBR in comparison with the open system. The comprehensive outcomes are presented in Table 1 [59,60,61,62,63].

2. Utilization of Microalgae for Wastewater Treatment

2.1. Distillery Waste

Distilleries are among the top industries based on the volume of discharged wastewater. It has been reported that manufacturing a unit liter of ethanol through a distillery process produces more than 10 L of effluent [64]. The ethanol produced from the distillation step is 8–12% pure, and the residue of this step is called vinasse/spend wash, which is organic. The cleaning and cooling water of the fermenter mixed with the spent wash produces the effluents. The distillery process has been improvised recently, but the economic aspects of effluent treatment are still not appropriately considered.
The effluent consists of rich organic constituents, including polyphenols, organic acids, and recalcitrant compounds such as melanoidins. The Environmental Protection Agency suggests limits for COD and BOD. There is a need for an effective effluent treatment design that is cost-effective to attain the recommended value. The specific properties of reported distillery effluents are summarized in Table 2. Many traditional approaches have been reported, but here, we focus on biological techniques (involving microalgae) used for effluent treatment.
Distillery wastewater treatment is challenging due to its very high organic content and recalcitrant compounds. Due to its recalcitrant and toxic nature, physicochemical processes were initially preferred for the treatment. However, the sludge generation and the cost were found to be the setbacks.
On the other hand, anaerobic, fungal, and thermophilic bacterial treatments were widely preferred. The raw distillery effluent treatment by biological processes was limited due to temporal variations in the loading rate and the inhibitive nature of phenolics and melanoidins constituents. Algal treatment has been emerging as an alternative to conventional treatment. The mixotrophic algal treatment requires less oxygen than other aerobic treatment technologies due to photosynthetic oxygenation.
Distillery waste contains beneficial constituents such as carbon, nitrogen, micro, macronutrients, and vitamins to aid microalgae growth [65]. Hence, it can be treated by simply growing microalgae, as demonstrated by numerous works reported earlier, summarized in Table 3. Some scientists isolated more than 25 algal strains from the distillery effluents. The algal strains included Pediastrum sp., Scenedesmes sp., Perinidinium sp., Navicula sp., Chroococcus sp., Gloeocapsa sp., Merismopedia sp., Oscillatoria sp., Phormidium sp., Calothrix sp., Syctonema sp., Westiellopsis sp., Nitzschia sp., Spirulina sp., Anabaena sp., and Cylindrospermum sp. [66].
In a diluted distillery effluent, the cyanobacterium growth was enhanced compared to a raw distillery effluent. It has been reported that when the effluent is diluted with inorganic media, the maximum biomass of 1.4 g/L was obtained during an algal growth [67]. This result was also authenticated during the growth of Chlamydomonas reinhardii in the appearance of vinasse [68]. The triacetylphosphate media with 1% of vinasse were observed to reach a biomass concentration of 0.543 g/L, whereas without vinasse, it was 0.093 g/L. Micractinium sp. and Chlamydomonas biconvexa growths were examined in raw, diluted, and purified vinasse in an Airlift Flat Plate Photobioreactor. It was noticed that the crude vinasse was not helpful for non-axenic algal growth due to fungal contamination and lesser light penetration [55]. The hydraulic retention time was 74 h with pH 8 to overcome the fungal contamination. The light penetration was increased via dilution or clarification using coagulation [69].
During the growth, biomass generation was reported at around 0.1 g/L/d in raw vinasse for an axenic culture. In a 50% dilution, the biomass generation in both genes increases to 0.177 g/L and 0.182 g/L, respectively, whereas in a clarified vinasse, it becomes 0.164 g/L and 0.222 g/L [55].
Chlorella vulgaris was employed in an Anaerobic Fluidized Bed Reactor (AFBR), in which the effluent consisted of 17 g/L of COD and a BOD/COD value of 0.22. OLR was set to 0.14 kg/m3, with a hydraulic retention time of 10 d [70]. The removal of COD, BOD, and Phosphorous was 98%, 98%, and 90%, respectively. The recommended source of N for anaerobic digestion was emitted NH3 during digestion [71].
Krishnamoorthy et al. attempted to combine membrane technology with a biological approach. They located the microalgae unit of Oscillatoria sp. among the anaerobic digestor and reverse osmosis (RO) and found that the COD declined up to 55%, reducing the load on RO [70].
Table 3. Distillery effluent treatment using various reactor types in the presence of microalgae.
Table 3. Distillery effluent treatment using various reactor types in the presence of microalgae.
SystemConditionsCOD Removal (%)Productivity or Biomass Conc. (g/L)BOD Removal (%)References
Stirred tank batch reactorHRT = 30 h 101.1 mg/L/d36.2[72]
Bubbled column photobioreactorT = 30 °C, I = 1 k Lux160.155 g/L/h [73]
Cycle tubular photobioreactorFlow = 110 mL/min, I = 3 k Lux, T = 27 °C, pH = 63.5–3.70.61 g/L/d72–76[74]
Algal pond0.14 kg/m3/pond/d, HRT = 10.9 d, DO = 1.3–1.7 mg/L, T = 27–32 °C98.20.01/d98.8[75]
Semi batch photoreactorspH = 7, Aeration = 0.1 L/min, COD = 4 g/d, T = 27 °C>4 92[76]

2.2. Heavy Metals

Toxins biosorption and bioremediation, which engages a range of microbes involving yeasts, fungi, microalgae, and bacteria, has developed progressively as a replacement for conventional remedies owing to its ecological and economic advantages [77]. Microalgae-based bioremediation is an alternative to traditional treatment techniques for cleaning up contamination. The produced biomass has a varied assortment of microalgal biomass utilizations. The production of microalgae has long been utilized to remediate urban effluent [78].
Some microalgae species, which have extraordinary biologic traits involving high photosynthetic effectiveness and clean composition, can grow well in severe ecological conditions involving intense temperature, nutritional stress, the existence of metallic toxins, and high salinity. Among all microbes, owing to their high binding affinity, the accessibility of a vast number of binding sites, and their enormous surface area, microalgae are rapidly being utilized in the physio-redress of risky toxins [78,79].
The most straightforward approach to eradicating metallic toxins is biosorption. Biosorbents can be created from both living and non-living microalgae biomass [80]. Toxic metals can be carefully eliminated from the ecosystem by using microalgae for bioremediation. Microalgae have an additional benefit over higher plants because they grow rapidly and can be utilized to make biofuels and fertilizers [81]. Microalgae can also retrieve precious metal ions containing thallium, silver, and gold. The results of some of the literature data, detailed in Table 4, reveal the ability of algae to eradicate metallic toxins.
There are only a few reports on the use of microalgae for the biosorption of metals from actual industrial discharges. Freely suspended and restrained Chlorella vulgaris was shown to be effective in eliminating Fe+2, Mn+2, and Zn+2 from palm oil mill effluent by biosorption [84]. It was stated that Spirulina sp. could eliminate residue components, specifically Hg+2 and Cd+2, from industrial waste (copper smelter and refinery) by biosorption and bioaccumulation. El-Sheekh et al. [95] indicated that Nostoc muscorum and Anabaena subcylindrical could grow in discharge from salt and soda factories and sewage effluent, eliminating metals such as Cu+2, Co+2, Pb+2, and Mn+2.

Insight into the Mechanism

Various heavy metals such as Cu+2, Zn+2, Ni+2, Fe+2, and many others are effectively utilized as micronutrients for microalgae. This metallic content is vital for microalgae cell metabolic activity. But some other heavy metals such as mercury, titanium, cadmium, silver, and gold are not helpful for microalgae growth and behave as toxins for metabolic activity. Microalgae are promising and effective in bioremediation due to outstanding attributes such as survival in harsh environments, the ease of growth, superb binding affinity, effective area, and ecologically friendliness, and dead microalgae can be used for many other purposes [96].
The microalgae mechanism has been elaborated in different dimensions such as gene regulation, chelation, and the desorption of microalgae boost with a decline in pH. The eradication of heavy metal with microalgae is done in a two-step process: (1) rapid, reversible, and passive adsorption onto the cell surface (metallic ions sorb due to electrostatic attraction to the functional group located at the cell wall), followed by (2) a slow, irreversible, active process, involving metallic ion mobility from the cell wall to the cell membrane rather than to cytoplasm. The initial step occurs in both alive and dead cells, whereas the second step only takes place in living cells [97]. The eradication mechanism of toxins by the microalgae mechanism is shown in Figure 2.

2.3. Textile Waste

Microalgae of unicellular and filamentous genera have been explored for biosorption to remove dyes, as summarized in Table 5. Most findings were accomplished utilizing non-viable algal biomass on a dye solution. In one study, the algal biomass of Microspora sp. after lipid extraction was noticed to be an effective biosorbent for methylene blue, eliminating up to 100% of the dye in 24 h under stirring of 150 rpm [98].
Defatted Scenedesmus dimorphus was also assessed for its effectiveness in eliminating methylene blue by biosorption [99]. The maximum adsorption capacity was analogous to raw and acid-pretreated biomass. Waste residue from the algal biodiesel industry was effective as a biosorbent for dye removal. For instance, it has been testified that biochar derived from Spirulina platensis after oil extraction for biodiesel was noticed to be an inexpensive biosorbent for methylene blue [100]. In another analysis, Jing et al. [101] revealed that biochar derived from the residual biomass of Ulothrix zonata after pigment extraction might be treated as an affordable biosorbent for malachite green, quartz violet, and Congo red.
Table 5. Dye eradication from textile wastewater using microalgae.
Table 5. Dye eradication from textile wastewater using microalgae.
DyeMicroalgaeConcentrations (mg/L)ConditionsRemoval (%)COD & BODQ (mg/g)IsothermReferences
Malachite greenChlorella sp.2.0–20.0T = 25 °C, pH = 3.0–11.0, 9.45–33.7Pseudo-second-rate model[102]
Methylene blueChlorella pyrenoidosa10–60Dry Biomass BOD = 87%7.2–29.2Langmuir and Freundlich Kinetics Pseudo-second-order[103]
Methylene blueChlorella pyrenoidosa10–60Wet Biomass BOD = 80%5.6–18.24Langmuir and Freundlich Kinetics Pseudo-second order
Remazol Black B (RB)Chlorella vulgaris800T = 39 °C, pH = 2 419.5Freundlich, Langmuir, Redlich–Peterson, and Koble–Corrigan[104]
Remazol Red (RR)Chlorella vulgaris200T = 35 °C, pH = 2 52.3
Remazol Golden Yellow RNL (RGY))Chlorella vulgaris200T = 25 °C, pH = 2 33.5
Lanaset Red 2GAChlorella vulgaris0–60 44 [105]
(Supranol Red 3BWChlorella vulgaris0–60 44
Supranol Red 3BWChlorella vulgaris20 33COD = 62% Langmuir and Freundlich models[106]
Methylene blueMicrospora sp.20–2500pH = 7, Dose = 7 g/L94.8 139.11 [107]
Malachite greenPithophora sp.20–100Raw Algae 64.4Freundlich & Langmuir Isotherm Model[108]
Malachite greenPithophora sp.20–100Thermally Activated @ 300 °C for 50 min 117.6Freundlich & Langmuir Isotherm Model
Methylene blueScenedesmus dimorphus1–5Raw Biomass 6.0Pseudo Second-Order Kinetics[99]
Methylene blueScenedesmus dimorphus1–5Defatted Biomass 7.73
Methylene blueScenedesmus dimorphus1–5Acid-Treated Biomass 7.8
Methylene blueSpirulina platensis30–200T = 5 min, Biochar, 0.2 g/100 mL, pH = 785.2 57.80Freundlich model Pseudo-second-order model[109]
Methylene blueSpirulina platensis30–200T = 5 min, Raw Biomass, pH = 786.4 4.17
Azo dyeSpirogyra sp.15T = 30 °C, pH = 735.3–64 5.8Langmuir model[110]
Reactive Yellow 22Spirogyra sp.100t = 12 h 400 [111]
Synazol Red dyeAspergillus Niger fungus15pH = 3, T = 30 °C, Dose = 8 g/L, t = 18 h88 [112]
Spirogyra sp.85
Methylene blueWet torrefied Chlorella sp. 200Dose = 1 g/L, t = 120 h, pH = 3.791 113.5Langmuir model[113]
Congo redDose = 2 gm/L, t = 4 h, pH = 3.790 164.3
Different studies highlighted the potential use of microalgae for the biosorption and bioremediation of textile wastewater and the removal of dyes [111]. Further, it can be added that marine microalgae are promising candidates for remediating inorganic and organic toxins due to their versatile metabolic activities and microalgae organization.
It has been proven that microalgae are impactful biosorbents for eradicating dyes and other contaminants present in textile waste such as COD, colors, and organic and inorganic toxins. This process has advantages such as economics, a green process, huge availability, and high removal rates with viable process parameters. The optimal result can be achievable by manipulating the parameters such as the microalgae dosing amount, the pH, the temperature, the pretreatment of microalgae, the residence time, and the pollutant concentration in the effluent.

2.4. Emerging Pollutant

EPs are identified as threats to the environment, health, and living beings. Many approaches have been utilized recently to eradicate EPs from the effluent, but adsorption is the most economical and easiest way to deal with such toxins. Recently, microalgae have received much attention due to their capability to eradicate many toxins, including EPs such as pharmaceutical contents, personal care products, and non-pharmaceutical contents present in effluent, due to the economic, easy, and innovative solution in comparison with traditional approaches [114]. Microalgal materials have been used to eradicate EPs. It was found that they were much better than other conventional processes.

2.4.1. Pharmaceuticals

Pharmaceutical-based EPs eradication has become a significant concern, and researchers have focused on its remediation approach. Microalgae have been considered as an adsorption agent for removing these toxins. However, the research was mostly conducted on a lab scale with optimum conditions, but it is the demand of the current era to scale up this approach for the eradication of toxins commercially. However, the industrial application of microalgae for the remediation of EPs is still unclear because of a significant gap between lab outcomes and commercial applications. Therefore, the comprehensive data encapsulated in Table 6 show the potential of microalgae to eradicate these toxins via bioremediation, which will help to bring the lab data to scale up this process.

2.4.2. Non-Pharmaceuticals

Industrial effluent can contain substances that limit microalgae growth. When this issue persists, it becomes a challenge because the kind of effluent and its constituent can inhibit the eradication process; for example, olive mill effluent has antibacterial properties with phytotoxicity due to the high amount of phenolic content [122].
Researchers have attempted to deal with such challenges, and it was noticed that genetically adaptive microalgae could survive in harsh effluents such as herbicides, mining effluent, antibiotics, and many other toxins [20]. Studies reveal that preliminary microalgae exposure could eradicate cefradine better than wild genes [123]. In other findings, it has been reported that acclimated microalgae strains could be favorable to raw effluent. Chlorella luteoviridis and Prachorella kessleri were acclimated to municipal effluent within an acclimation duration of 2 months [124]. The acclimation to effluent tolerance was interlinked with an accumulation of carotenoid pigments. It was enhanced with ascorbate peroxidase activity. Isolated P. kessleri from effluent revealed good capabilities to survive in a diversified atmosphere [125].
The major problem faced during EPs eradication was the appearance of EPs in tiny concentrations. It was observed that the EC50 (the concentration of ECs at which 50% of microalgae growth is inhibited) was very high and had a magnitude greater than the ECs concentration in the effluent [126]. It was authenticated previously in 2016 by a group of researchers when they employed Chlorella vulgaris inhibited by diazinon with a maximum eradication of 94% at 20 mg/L [127]. Table 7 reveals the findings of different researchers at a glance, which show the ability and viability of microalgae in eradicating non-pharmaceutical Eps.
Biperiden and Trihexyphenidyl were eradicated by Coelastrella sp. with 92% and 94% effectiveness, respectively. Bioremediation/biosorption took place due to the biotransformation of complexes into simple units. Compared with biosorption or bioaccumulation, the biodegradation process can deal with such complex EPs by facilitating the complexes inside the algal cells [137]. Hence, it can be assumed that the EPs eradication using microalgae species is quite time-consuming, with huge algal sludge formation and sensitive parameters control. Besides all these concerns, there is a chance to compete with the conventional approaches of eradicating EPs due to the cheaper, economical, viable, and limited utilization of hazardous chemicals for treatment.

3. Parametric Evaluation of Bioremediation and Biosorption

Algae utilization for any toxin’s removal needs its cultivation process intact. The cultivation process depends on the light intensity, mixing, nutrient, gas exchange, temperature, pH, etc. It can be carried out by adopting any metabolic methods, including mixotrophic, photoautotrophic, and heterotrophic methods, along with any cultivation system. Some of the essential factors that impacted the process are discussed in this section.

3.1. Temperature

Microalgae growths are strictly dependent on temperature. Each microalgae species has its own optimal growth temperature; for example, the upper temperature of eukaryotic microalgae is 62 °C and above 75 °C. No photosynthetic microbes’ growth was reported due to chlorophyll sensitivity toward high temperatures. Optimal temperature conditions are necessary because they are linked with carbon preoccupation. After all, a higher temperature will cause an increase in CO2 and sorption, but it can inhibit the metabolic respiration system of microalgae and imbalance cells’ energy. The cell size of microbes also shrinks with the temperature increment, limiting the algal growth [138].
Many studies revealed that with an elevation in temperature up to 40 °C, the metabolic activity of microalgae could fluctuate, which leads to fluctuation in the toxin’s eradication process. Therefore, it has been recommended for the bioremediation process that the optimal temperature condition would be ambient. The ambient condition is cost-effective and eases the process design when dealing with wastewater [139].
Even though various authors indicated a rise in metallic ion abstraction with rising temperatures, others have asserted a lessened uptake. For instance, the extent of Ni+2 adsorbed to dry biomass of Chlorella vulgaris raised with increasing temperatures [140], but there was a decrease in Cd+2 sorption by Oedogonium sp. at elevated temperatures [82]. Other studies reported no impact of temperature on metal sorption.

3.2. Light

Light is vital in algal growth, cultivation, and toxins eradication. This is because the light directly impacts the photosynthesis process. Light energy is converted into chemical energy as chlorophyll absorbs photons to produce ATP and NADPH. Similarly, the light intensity decline causes photoinhibition and photooxidation, which adversely impacts microbes’ cells [141].
During the bioremediation process, light intensity is not the only reason to manipulate the eradication process. Some other factors are also associated with it. The literature reveals that the light intensity majorly increases the removal rate of toxins, but some species might show a reverse process. The CO2 uptake enhances by increasing the light intensity. Raeesossadati et al. employed light intensity from 100–300 µmol/m2s to study the impact of light. They found that the maximum eradication of toxins from real industrial effluent using algal biomass was achieved at 200 µmol/(m2s). When the intensity increases to 300 µmol/(m2s), it leads to a photoinhibition [142].

3.3. Nutrients

Microalgae culture needs macronutrients, vitamins, and trace elements. The literature revealed that the optimal cultivation media for any microalgae species would be Redfield (C: N: P = 106:16:1), but it is flexible to metabolism requirements with various environmental situations [143]. The most impactful nutrient is discussed below.

3.3.1. Carbon

Microalgae biomass has the primary element carbon up to 65%, but in some species and culture situations, it does not exceed 18%. Most microalgae species consist of 50% of C, but it rigidly bound this limit for other nutrients [144]. Most of the inorganic carbon is utilized by microalgae cells via the Calvin Cycle. This uptake is achieved due to the membrane diffusion of CO2 into microalgae cells. The CO2 uptake depends on the media pH; carbon is metabolized due to active transport rather than diffusion. At a high pH, CO2 is obtained due to calcification, which consists of the precipitation of CaCO3. It has been noticed that the CO2 uptake to fixate the C into algal units boosts the process of eradication.

3.3.2. Nitrogen

N is the second main constituent; a significant amount is in microalgae. It has been noticed that the amount in dry microalgae was 1–14%, which is also a vital part of DNA, RNA, proteins, and pigments [145]. The N requirement is fulfilled by dosing ammonium salts, nitric oxide, nitrogen dioxide, and organic sources, such as urea [146]. Microalgae cells can bear up to 100 mM, but a higher concentration adversely impacts microbes’ growth. It was noticed that the culture Botryococcus braunii reached the optimal concentration of 4 mM in 10 d, but it was inhibited when the concentration was increased up to 8 mM. The CO2 uptake also boosts the N uptake. Similarly, the high pH value is effective and favorable for nitrogen uptake for microalgae growth [147].

3.3.3. Other Nutrients

Other constituents also help cultivate microalgae such as Mg2+, which is present in culture media from 0.35% to 0.7%. It helps to activate various enzymes; a pH higher than 11 supports microalgae flocculation. Some other minerals such as Fe+2, Ca+2, and P also help with algal growth [148].

3.3.4. PH

Microalgae metabolic activity depends on pH because it can regulate ions uptake, enzyme activity, and microalgae growth. The effective pH for marine contexts is 7.9–8.3, and for freshwater, it is 6.0–8.0. Many microalgae can also survive beyond this pH range; for example, Chlorella vulgaris can tolerate elevated pH, i.e., pH = 10 [149]. Finally, research shows that a high pH inhibits the cell cycle and triggers lipid accumulation.
The pH is one of the most important parameters that affect the the biosorption efficiency of algae for heavy metal eradication and EPs removal [16]. The pH impacts both microalgae growth as well the eradication of toxins. It also affects the color and the solubility of some dyes. The interface between the sorbate and biosorbent is affected by the pH of an aqueous solution. The biosorbent surface has numerous functional groups such as carboxyl, hydroxyl, amino, and phosphates. As such, the net charge of the biosorbent is dependent on pH [150].
If the pH decreased, the biosorbent surface posed more positively charged sites favorable for the adsorption of anions via the electrostatic attraction. At lower and higher pH values, the biosorbent surface becomes a net positive charge and net negative charge, respectively [120]. Therefore, at lower pH values, the biosorbent surface binds with anionic ions and dyes, while at higher pH values, the biosorbent surface is attached to cationic dyes or cations. It has been observed that the uptake of Sandocryl Golden Yellow C-2G by green seaweed Caulerpa scalpelliformis increased from 17 to 27 mg/g with an increase in pH from 3.0 to 8.0. The initial pH of the solution appreciably influenced the biosorption of dyes due to a change in the surface properties of the adsorbent [151].
The pH of the medium affects the CO2 chemical equilibrium species and hence the alkalinity of the medium. Each species of microalgae has a pH range in which growth is optimal, depending on which chemical species are more accustomed to assimilating. The pH in most microalgae is between 7 and 9, with an optimum between 8.2 and 8.7 [152].

3.4. Nutrient Recovery in the Form of Valuable Biomass

Microalgae require various nutrients for their growth. It has been observed that nitrogen and phosphorus are vital parts of nutrients for growing microalgae successfully. By observing this, various researchers used fertilizer to grow microalgae, but this leads to uneconomical consequences. Various process industries’ effluent is rich in microalgae nutrients, which was alternatively used for microalgae biomass generation, as per life cycle analysis [152,153]. It has been reported that microalgae production increases in such effluent where the concentration of phosphorus and nitrogen is present in abundant quantities. Biomasses (generated microalgae) can be used in biofuel production, biofertilizers, animal feed additives, and cosmetic products.

3.4.1. Nitrogen Recovery

Nitrogen is essential content for amino acid, nucleic acid, and pigment synthesis. It has been noticed that in the wastewater treatment plant aided by microalgae, thew assimilation of Nitrogen is the major mechanism rather than ammonia stripping or denitrification. The assimilation process needs active transport to incorporate Nitrogen forms into the cell [154]. The presence of bacteria in wastewater shows various benefits; for example, when microalgae is used for wastewater remediation, aerobic bacteria oxidize proteins and nucleic acids to NH4+. However, when the NH4+ concentration exceeds 100 mg/L and the pH value exceeds 8, some portion of NH4+ turns to NH3, which leads to toxicity for algae. The nitrogen uptake rates reported in the literature varied from 0.1 to 65 mg of TN/L of pBR [155].

3.4.2. Phosphorus Recovery

Phosphorus is the key element for microalgae for metabolic activity, energy transfer, phospholipids, and DNA synthesis. In traditional wastewater systems, phosphorus is chemically removed via precipitation. Moreover, under specific conditions, microalgae can be induced to polyphosphates inside the cell independently of biomass productivity. When microalgae are exposed to higher energy (light), this allows for elevated phosphorous removal. On the contrary, microalgae grow in limited phosphorous, which results in the enhancement of carbohydrates and lipids [156].
The accumulation of one or more compound depends on microalgae species rather than on operational conditions. Species such as chlorella, spirulina, and Scenedesmus accumulate lipids inside the cell. Phosphorous uptake was noticed to be up to 40 g of soluble phosphorous per kg of produced biomass. However, the general demand of phosphorous is in the range of 10–15 g/kg of microalgae. The optimization of the reactor configuration can lead to maximizing the uptake rates of nutrients [157,158].

3.4.3. Energy Savings

The microalgae-based technique is associated with the production of feedstock for biofuel production or many other valuable products. Therefore, the energy consumption and production cost are related to these processes. Very limited work has been carried out to investigate the energy consumption and production costs of microalgae biomass (during cultivation, harvesting, and drying) in a full-scale setup. It has been reported that the energy production from microalgae was only viable if the microalgae aided wastewater treatment coupled with a biorefinery. Microalgae-based systems’ feasibility is highly related to their energy demand and majorly focuses on biomass production for valorization [159].
However, the microalgae-based technique for wastewater treatment remediation cannot compete with conventional processes, as the energy demand for these systems is approximately 500 Wh/m3 of the wastewater treated, two magnitude higher than the conventional process of 1.5–8 Wh/m3 [160]. Therefore, there is a need for a comprehensive and extensive economical evaluation of microalgae-based systems for wastewater treatment coupled with the biorefining process and to compare this with the conventional one to optimize the process and make it viable for a large scale.

3.5. Comparative Analysis of Microalgae Remediation and Other Processes

Toxins eradication has also been carried out by various chemicals and physical, physicochemical, hybrid, microwave-assisted, electrostatic-assisted, biosorption, biodegradation, and phytoremediation processes. Every process has some advantages and disadvantages. Some are economical, some are easier, some are complex, and some are green processes. The bioremediation process is a hot topic due to its simplicity. It has many advantages; for example, it reduces the use of chemicals and makes the process green. The comparative investigation is presented in Table 8.

4. Conclusions and Perspectives

This review covers the bioremediation of wastewater involving microalgae as biological agents. Bioremediation can be practical for organic, inorganic, metallic, textile effluent, distillery effluent, and emerging pollutants, as demonstrated by the literature. Microalgae-based bioremediation has emerged as a promising option for handling diversified toxins as part of EPs. Microalgae utilization for toxins eradication reveals the CO2 sequester and has been proven effective. However, various issues are still not adequately addressed. Many abiotic and biotic parameters can alter the microalgae growth and eradication capability. It is essential to design a parametric condition of every gene of microalgae for the cultivation and eradication process because every species has its metabolic activity. The process design and equipment organization for microalgae utilization are under consideration. The optimization of existing bioreactors and new bioreactor development will take place soon to minimize the flaws of current reactors. Finally, the coupled processes of bioremediation might be effective, viable, innovative, and economical.
Microalgae-based biotechnology for wastewater treatment is not mature enough yet. It has been evident that these processes require optimum growth conditions and sufficient nutrients. They are vulnerable to cross-contamination and involve complex operation and controlling systems. Some major shortcomings are detailed below:
  • Most of the reported research focuses on the pilot or lab scale under strictly controlled conditions. They did not operate in a scaled-up system treating real wastewater that typically exposes microalgae to adverse conditions, including the weather condition and variable toxins concentration. This is because both conditions can change the effectiveness of toxins removal.
  • Detailed metabolic engineering studies are needed to measure the actual capabilities of microalgae for biotechnology. The information can also guide in increasing the probability of modifying the microalgae cells for the improvement and enhancement of microalgae’s ability to survive under realistic conditions.
  • The difficulty in the separation of microalgae biomass—microalgae harvesting—from the treated effluent after the bioremediation. The treated wastewater must be free from the microalgae biomass.
  • Economic feasibility must be comprehensively assessed and compared with existing traditional processes. Very few economic studies have been conducted to elaborate the microalgae-based effluent treatment process.
  • A large-scale wastewater treatment plant aided with microalgae technology needs very sensitive and complicated operation monitoring and control because the process is highly sensitive to pH, temperature, BOD, COD, and DO. This challenge should be addressed by adopting a new advanced monitoring and controlling system.
The toxicity eradication process using microalgae has been widely employed due to its cheaper cost. Due to water shortages, many countries focus on bioremediation and biological processes. Microalgae growth depends on its cultivation media and optimal parametric conditions. It was discussed in detail how to deal with eradicating different toxins. The comparative evaluation of its techno-economical aspects is summarized in Table 9.
Table 9 reveals that bioremediation is economical, feasible, and viable, but commercially, it needs serious attention, mainly due to a long retention time relative to other physical and chemical processes. Finally, it can be stated that bioremediation can be utilized as a commercially adopted process in a hybrid configuration.
Effluent treatment by microalgae has many advantages. The deployment of a PBR on a commercial scale is a viable option. Most bioremediation processes were evaluated on a lab scale, and some considerations on scale-up have been identified as follows.
  • Microalgal-based processes might be restricted to an elevated concentration of toxins such as phenolic compounds and many other organic contaminants.
  • Melanoidins in distillery effluent can reduce light penetration, slowing photosynthesis and growth.
  • Antimicrobial agents and antioxidants inhibit the eradication process.
  • Effluent that contains a low concentration of organic toxins can be effectively removed by bioremediation.
  • Immobilization of algae also aids in overcoming toxic load or shock load.
  • Decolorizing effluent can effectively increase the exposed area and light intensity.
  • The optimal parametric condition should be incorporated to deal with any toxins.
Thus, the scale-up of this approach is still very challenging in achieving a maximum eradication rate. The process needs very in-depth consideration to deal with all the major highlights.

Author Contributions

Conceptualization, M.R.B., J.Z. and Z.H.; methodology, Z.H.; validation, M.R.B., J.Z., F., J.W.L. and Y.W.; data curation, M.R.B. and J.Z.; writing—original draft preparation, Z.H.; writing—review and editing, M.R.B., J.Z., F., J.W.L. and Y.W.; visualization, Z.H. and M.R.B.; supervision, M.R.B. and J.Z. All authors have read and agreed to the published version of the manuscript.

Funding

This research received no external funding.

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

Data can be obtained from the authors.

Acknowledgments

M.R.B. acknowledge the support in the visiting researcher program in the Research Center for Marine and Land Bioindustry, Research Organization for Earth Science and Maritime, BRIN.

Conflicts of Interest

The authors declare no conflict of interest.

References

  1. Sathya, R.; Arasu, M.V.; Al-Dhabi, N.A.; Vijayaraghavan, P.; Ilavenil, S.; Rejiniemon, T. Towards sustainable wastewater treatment by biological methods—A challenges and advantages of recent technologies. Urban Clim. 2023, 47, 101378. [Google Scholar] [CrossRef]
  2. Rasul, G. Food, water, and energy security in South Asia: A nexus perspective from the Hindu Kush Himalayan region☆. Environ. Sci. Policy 2014, 39, 35–48. [Google Scholar] [CrossRef] [Green Version]
  3. Ye, M.; Li, Y.Y. Methanogenic treatment of dairy wastewater: A review of current obstacles and new technological perspectives. Sci. Total Environ. 2023, 866, 161447. [Google Scholar] [CrossRef] [PubMed]
  4. Bhuyan, M.S. Ecological risks associated with seaweed cultivation and identifying risk minimization approaches. Algal Res. 2023, 69, 102967. [Google Scholar] [CrossRef]
  5. Briffa, J.; Sinagra, E.; Blundell, R. Heavy metal pollution in the environment and their toxicological effects on humans. Heliyon 2020, 6, e04691. [Google Scholar] [CrossRef]
  6. Méndez, E.; González-Fuentes, M.A.; Rebollar-Perez, G.; Méndez-Albores, A.; Torres, E. Emerging pollutant treatments in wastewater: Cases of antibiotics and hormones. J. Environ. Sci. Health Part A Toxic/Hazard. Subst. Environ. Eng. 2017, 52, 235–253. [Google Scholar] [CrossRef]
  7. de la Paz, A.; Salinas, N.; Matamoros, V. Unravelling the role of vegetation in the attenuation of contaminants of emerging concern from wetland systems: Preliminary results from column studies. Water Res. 2019, 166, 115031. [Google Scholar] [CrossRef]
  8. Sophia, A.C.; Lima, E.C. Removal of emerging contaminants from the environment by adsorption. Ecotoxicol. Environ. Saf. 2018, 150, 1–17. [Google Scholar] [CrossRef]
  9. Montes-Grajales, D.; Fennix-Agudelo, M.; Miranda-Castro, W. Occurrence of personal care products as emerging chemicals of concern in water resources: A review. Sci. Total Environ. 2017, 595, 601–614. [Google Scholar] [CrossRef]
  10. Peña-Guzmán, C.; Ulloa-Sánchez, S.; Mora, K.; Helena-Bustos, R.; Lopez-Barrera, E.; Alvarez, J.; Rodriguez-Pinzón, M. Emerging pollutants in the urban water cycle in Latin America: A review of the current literature. J. Environ. Manag. 2019, 237, 408–423. [Google Scholar] [CrossRef]
  11. Crini, G.; Lichtfouse, E.; Wilson, L.D.; Morin-Crini, N. Adsorption-Oriented Processes Using Conventional and Non-Conventional Adsorbents for Wastewater Treatment; Springer: Cham, Switzerland, 2018; pp. 23–71. [Google Scholar] [CrossRef]
  12. di Iaconi, C.; del Moro, G.; de Sanctis, M.; Rossetti, S. A chemically enhanced biological process for lowering operative costs and solid residues of industrial recalcitrant wastewater treatment. Water Res. 2010, 44, 3635–3644. [Google Scholar] [CrossRef]
  13. Gunatilake, S.K. Methods of Removing Heavy Metals from Industrial Wastewater. J. Multidiscip. Eng. Sci. Stud. 2015, 1. Available online: http://www.jmess.org/wp-content/uploads/2015/11/JMESSP13420004.pdf (accessed on 20 January 2023).
  14. Rasheed, T.; Bilal, M.; Nabeel, F.; Adeel, M.; Iqbal, H.M.N. Environmentally-related contaminants of high concern: Potential sources and analytical modalities for detection, quantification, and treatment. Environ. Int. 2019, 122, 52–66. [Google Scholar] [CrossRef]
  15. di Iaconi, C.; Lopez, A.; Ramadori, R.; di Pinto, A.C.; Passino, R. Combined chemical and biological degradation of tannery wastewater by a periodic submerged filter (SBBR). Water Res. 2002, 36, 2205–2214. [Google Scholar] [CrossRef]
  16. Abdelfattah, A.; Ali, S.S.; Ramadan, H.; El-Aswar, E.I.; Eltawab, R.; Ho, S.-H.; Elsamahy, T.; Li, S.; El-Sheekh, M.M.; Schagerl, M.; et al. Microalgae-based wastewater treatment: Mechanisms, challenges, recent advances, and future prospects. Environ. Sci. Ecotechnol. 2023, 13, 100205. [Google Scholar] [CrossRef]
  17. Hosseinzadeh, A.; Zhou, J.L.; Li, X.; Afsari, M.; Altaee, A. Techno-economic and environmental impact assessment of hydrogen production processes using bio-waste as renewable energy resource. Renew. Sustain. Energy Rev. 2022, 156, 111991. [Google Scholar] [CrossRef]
  18. Kharayat, Y. Distillery wastewater: Bioremediation approaches. J. Integr. Environ. Sci. 2012, 9, 69–91. [Google Scholar] [CrossRef]
  19. Gadd, G.M. Biosorption: Critical review of scientific rationale, environmental importance and significance for pollution treatment. J. Chem. Technol. Biotechnol. Int. Res. Process Environ. Clean Technol. 2009, 84, 13–28. [Google Scholar] [CrossRef]
  20. Nagarajan, D.; Lee, D.J.; Varjani, S.; Lam, S.S.; Allakhverdiev, S.I.; Chang, J.S. Microalgae-based wastewater treatment—Microalgae-bacteria consortia, multi-omics approaches and algal stress response. Sci. Total Environ. 2022, 845, 157110. [Google Scholar] [CrossRef]
  21. Demertzioglou, M.; Genitsaris, S.; Mazaris, A.D.; Kyparissis, A.; Voutsa, D.; Kozari, A.; Kormas, K.A.; Stefanidou, N.; Katsiapi, M.; Michaloudi, E.; et al. A catastrophic change in a european protected wetland: From harmful phytoplankton blooms to fish and bird kill. Environ. Pollut. 2022, 312, 120038. [Google Scholar] [CrossRef]
  22. Chen, C.; Tang, T.; Shi, Q.; Zhou, Z.; Fan, J. The potential and challenge of microalgae as promising future food sources. Trends Food Sci. Technol. 2022, 126, 99–112. [Google Scholar] [CrossRef]
  23. Choudhary, S.; Tripathi, S.; Mohan Poluri, K. Microalgal-Based Bioenergy: Strategies, Prospects, and Sustainability. Energy Fuels 2022, 36, 14584–14612. [Google Scholar] [CrossRef]
  24. Lau, Z.L.; Low, S.S.; Ezeigwe, E.R.; Chew, K.W.; Chai, W.S.; Bhatnagar, A.; Yap, Y.J.; Show, P.L. A review on the diverse interactions between microalgae and nanomaterials: Growth variation, photosynthetic performance and toxicity. Bioresour. Technol. 2022, 351, 127048. [Google Scholar] [CrossRef] [PubMed]
  25. Yang, Y.; Fan, X.; Zhang, J.; Qiao, S.; Wang, X.; Zhang, X.; Miao, L.; Hou, J. A critical review on the interaction of iron-based nanoparticles with blue-green algae and their metabolites: From mechanisms to applications. Algal Res. 2022, 64, 102670. [Google Scholar] [CrossRef]
  26. Wei, L.; Xiaopan, S.; Heydari, F. Microalgae Classification Using Improved Metaheuristic Algorithm. Math. Probl. Eng. 2022, 2022, 3783977. [Google Scholar] [CrossRef]
  27. Lalucat, J.; Gomila, M.; Mulet, M.; Zaruma, A.; García-Valdés, E. Past, present and future of the boundaries of the Pseudomonas genus: Proposal of Stutzerimonas gen. Nov. Syst. Appl. Microbiol. 2022, 45, 126289. [Google Scholar] [CrossRef]
  28. Manning, S.R.; Perri, K.A.; Blackwell, K. Bioactive Polysaccharides from Microalgae. In Polysaccharides of Microbial Origin; Springer International Publishing: Cham, Switzerland, 2022; pp. 625–648. [Google Scholar] [CrossRef]
  29. Saber, A.A.; El-Refaey, A.A.; Saber, H.; Singh, P.; van Vuuren, S.J.; Cantonati, M. Cyanoprokaryotes and algae: Classification and habitats. In Handbook of Algal Biofuels; Elsevier: Amsterdam, The Netherlands, 2022; pp. 1–38. [Google Scholar] [CrossRef]
  30. Rothschild, L.J.; Mancinelli, R.L. Life in extreme environments. Nature 2001, 409, 1092–1101. [Google Scholar] [CrossRef] [Green Version]
  31. Round, F.E. The taxonomy of the Chlorophyta. Br. Phycol. Bull. 1963, 2, 224–235. [Google Scholar] [CrossRef]
  32. Smith, G.M. Nuclear phases and alternation of generations in the Chlorophyceae. Bot. Rev. 1938, 4, 132–139. [Google Scholar] [CrossRef]
  33. Voerman, S.E.; Ruseckas, A.; Turnbull, G.A.; Samuel, I.D.W.; Burdett, H.L. Red algae acclimate to low light by modifying phycobilisome composition to maintain efficient light harvesting. BMC Biol. 2022, 20, 291. [Google Scholar] [CrossRef]
  34. Srivastava, S.; Bhargava, A. Biological Synthesis of Nanoparticles: Algae. In Green Nanoparticles: The Future of Nanobiotechnology; Springer: Singapore, 2022; pp. 139–171. [Google Scholar] [CrossRef]
  35. Bai, Y.; Cao, T.; Dautermann, O.; Buschbeck, P.; Cantrell, M.B.; Chen, Y.; Lein, C.D.; Shi, X.; Ware, M.A.; Yang, F.; et al. Green diatom mutants reveal an intricate biosynthetic pathway of fucoxanthin. Proc. Natl. Acad. Sci. USA 2022, 119, e2203708119. [Google Scholar] [CrossRef]
  36. Malcata, F.X.; Pinto, I.S.; Guedes, A.C. (Eds.) Marine Macro- and Microalgae; CRC Press: Boca Raton, FL, USA, 2018. [Google Scholar] [CrossRef]
  37. Bringloe, T.T.; Starko, S.; Wade, R.M.; Vieira, C.; Kawai, H.; De Clerck, O.; Cock, J.M.; Coelho, S.M.; Destombe, C.; Valero, M.; et al. Phylogeny and Evolution of the Brown Algae. CRC Crit. Rev. Plant Sci. 2020, 39, 281–321. [Google Scholar] [CrossRef]
  38. Taxonomy and Risk Classification of Algae Informing the Risk Classification of a Dynamic Taxonomic Group Ordering Information Advisory Committee. 2021. Available online: http://www.cogem.net (accessed on 20 January 2023).
  39. Dunmade, I.S. Sustainable Production of Value-Added Commodities from Biomass Feedstocks; Springer: Cham, Switzerland, 2020; pp. 565–577. [Google Scholar] [CrossRef]
  40. Camargo, J.A.; Alonso, Á. Ecological and toxicological effects of inorganic nitrogen pollution in aquatic ecosystems: A global assessment. Environ. Int. 2006, 32, 831–849. [Google Scholar] [CrossRef]
  41. Fu, W.; Nelson, D.; Yi, Z.; Xu, M.; Khraiwesh, B.; Jijakli, K.; Chaiboonchoe, A.; Alzahmi, A.; Al-Khairy, D.; Brynjolfsson, S.; et al. Bioactive Compounds From Microalgae: Current Development and Prospects. Stud. Nat. Prod. Chem. 2017, 54, 199–225. [Google Scholar]
  42. You, X.; Yang, L.; Zhou, X.; Zhang, Y. Sustainability and carbon neutrality trends for microalgae-based wastewater treatment: A review. Environ. Res. 2022, 209, 112860. [Google Scholar] [CrossRef]
  43. Saeed, M.U.; Hussain, N.; Shahbaz, A.; Hameed, T.; Iqbal, H.M.; Bilal, M. Bioprospecting microalgae and cyanobacteria for biopharmaceutical applications. J. Basic Microbiol. 2022, 62, 1110–1124. [Google Scholar] [CrossRef]
  44. Barcytė, D.; Pusztai, M.; Škaloud, P.; Eliáš, M. When you Like Other Algae: Adglutina synurophila gen. et sp. nov. (Moewusinia, Chlorophyceae), a Clingy Green Microalga Associated with Synura Colonies. Protist 2022, 173, 125858. [Google Scholar] [CrossRef]
  45. Shukla, S.; Shukla, R.; Singh, N.; Hemansi; Saini, J.K. Next Generation Biofuels from Macroalgae: Prospects and Challenges; Springer: Singapore, 2022; pp. 55–75. [Google Scholar] [CrossRef]
  46. Wang, J.; Kong, F.; Wang, Y.; Ji, N.; Song, M.; Hu, Z.; Niu, Z.; Liu, C.; Wang, X.; Sun, Y.; et al. Newly recorded bloom-forming dinoflagellate Gymnodinium impudicum in Haizhou Bay, Yellow Sea, China. J. Oceanol. Limnol. 2022, 40, 2430–2445. [Google Scholar] [CrossRef]
  47. Chen, B.; Gu, Z.; Wu, M.; Ma, Z.; Lim, H.R.; Khoo, K.S.; Show, P.L. Advancement pathway of biochar resources from macroalgae biomass: A review. Biomass Bioenergy 2022, 167, 106650. [Google Scholar] [CrossRef]
  48. Saxena, R.; Rosero-Chasoy, G.; Aparicio, E.; Lara, A.; Loredo, A.; Robledo, A.; Kostas, E.T.; Rodríguez-Jasso, R.M.; Ruiz, H.A. Third Generation Biorefineries Using Micro- and Macro-Algae; Springer: Singapore, 2022; pp. 373–411. [Google Scholar] [CrossRef]
  49. Borics, G.; Várbíró, G.; Falucskai, J.; Végvári, Z.; T-Krasznai, E.; Görgényi, J.; B-Béres, V.; Lerf, V. A two-dimensional morphospace for cyanobacteria and microalgae: Morphological diversity, evolutionary relatedness, and size constraints. Freshw. Biol. 2023, 68, 115–126. [Google Scholar] [CrossRef]
  50. Gernez, P.; Zoffoli, M.L.; Lacour, T.; Fariñas, T.H.; Navarro, G.; Caballero, I.; Harmel, T. The many shades of red tides: Sentinel-2 optical types of highly-concentrated harmful algal blooms. Remote Sens. Environ. 2023, 287, 113486. [Google Scholar] [CrossRef]
  51. Priyanka, K.R.; Rajaram, R.; Sivakumar, S.R. A critical review on pharmacological properties of marine macroalgae. Biomass Convers. Biorefinery 2022. [Google Scholar] [CrossRef]
  52. Mohanty, A.K.; Wu, F.; Mincheva, R.; Hakkarainen, M.; Raquez, J.M.; Mielewski, D.F.; Narayan, R.; Netravali, A.N.; Misra, M. Sustainable polymers. Nat. Rev. Methods Prim. 2022, 2, 46. [Google Scholar] [CrossRef]
  53. Oslan, S.N.H.; Oslan, S.N.; Mohamad, R.; Tan, J.S.; Yusoff, A.H.; Matanjun, P.; Mokhtar, R.A.; Shapawi, R.; Huda, N. Bioprocess Strategy of Haematococcus lacustris for Biomass and Astaxanthin Production Keys to Commercialization: Perspective and Future Direction. Fermentation 2022, 8, 179. [Google Scholar] [CrossRef]
  54. Shekh, A.; Sharma, A.; Schenk, P.M.; Kumar, G.; Mudliar, S. Microalgae cultivation: Photobioreactors, CO2 utilization, and value-added products of industrial importance. J. Chem. Technol. Biotechnol. 2022, 97, 1064–1085. [Google Scholar] [CrossRef]
  55. Santana, H.; Cereijo, C.R.; Teles, V.C.; Nascimento, R.C.; Fernandes, M.S.; Brunale, P.; Campanha, R.C.; Soares, I.P.; Silva, F.C.; Sabaini, P.S.; et al. Microalgae cultivation in sugarcane vinasse: Selection, growth and biochemical characterization. Bioresour. Technol. 2017, 228, 133–140. [Google Scholar] [CrossRef] [PubMed]
  56. Arutselvan, C.; Seenivasan, H.K.; Oscar, F.L.; Ramya, G.; Chi, N.T.L.; Pugazhendhi, A.; Thajuddin, N. Review on wastewater treatment by microalgae in different cultivation systems and its importance in biodiesel production. Fuel 2022, 324, 124623. [Google Scholar] [CrossRef]
  57. Schagerl, M.; Ludwig, I.; El-Sheekh, M.; Kornaros, M.; Ali, S.S. The efficiency of microalgae-based remediation as a green process for industrial wastewater treatment. Algal Res. 2022, 66, 102775. [Google Scholar] [CrossRef]
  58. Bhattacharya, I. Microalgae: An Exquisite Oil Producer. In Progress in Microalgae Research—A Path for Shaping Sustainable Futures; IntechOpen: London, UK, 2022. [Google Scholar] [CrossRef]
  59. Muñoz, R.; Guieysse, B. Algal–bacterial processes for the treatment of hazardous contaminants: A review. Water Res. 2006, 40, 2799–2815. [Google Scholar] [CrossRef]
  60. Kumar, K.; Mishra, S.K.; Shrivastav, A.; Park, M.S.; Yang, J.W. Recent trends in the mass cultivation of algae in raceway ponds. Renew. Sustain. Energy Rev. 2015, 51, 875–885. [Google Scholar] [CrossRef]
  61. Rawat, I.; Ranjith Kumar, R.; Mutanda, T.; Bux, F. Biodiesel from microalgae: A critical evaluation from laboratory to large scale production. Appl. Energy 2013, 103, 444–467. [Google Scholar] [CrossRef]
  62. Hemaiswarya, S.; Raja, R.; Ravi Kumar, R.; Ganesan, V.; Anbazhagan, C. Microalgae: A sustainable feed source for aquaculture. World J. Microbiol. Biotechnol. 2011, 27, 1737–1746. [Google Scholar] [CrossRef]
  63. Li, Y.; Horsman, M.; Wu, N.; Lan, C.Q.; Dubois-Calero, N. Biofuels from Microalgae. Biotechnol. Prog. 2008, 24, 815–820. [Google Scholar] [CrossRef] [PubMed]
  64. Patil, S. Bioethanol: Technologies, Trends, and Prospects. In Sugar Beet Cultivation, Management and Processing; Springer Nature: Singapore, 2022; pp. 863–884. [Google Scholar] [CrossRef]
  65. Marella, T.K.; López-Pacheco, I.Y.; Parra-Saldívar, R.; Dixit, S.; Tiwari, A. Wealth from waste: Diatoms as tools for phycoremediation of wastewater and for obtaining value from the biomass. Sci. Total Environ. 2020, 724, 137960. [Google Scholar] [CrossRef]
  66. Johnson, I.; Abubakar, M.; Ali, S.; Kumar, M. Cyanobacteria/Microalgae for Distillery Wastewater Treatment- Past, Present and the Future. In Microbial Wastewater Treatment; Elsevier: Amsterdam, The Netherlands, 2019; pp. 195–236. [Google Scholar] [CrossRef]
  67. Wang, B.; Lan, C.Q. Biomass production and nitrogen and phosphorus removal by the green alga Neochloris oleoabundans in simulated wastewater and secondary municipal wastewater effluent. Bioresour. Technol. 2011, 102, 5639–5644. [Google Scholar] [CrossRef]
  68. Hernández-Melchor, D.J.; Camacho-Pérez, B.; Ríos-Leal, E.; Alarcón-Bonilla, J.; López-Pérez, P.A. Modelling and multi-objective optimization for simulation of hydrogen production using a photosynthetic consortium. Int. J. Chem. React. Eng. 2020, 18, 20200019. [Google Scholar] [CrossRef]
  69. Serejo, M.L.; Ruas, G.; Braga, G.B.; Paulo, P.L.; Boncz, M. Chlorella vulgaris growth on anaerobically digested sugarcane vinasse: Influence of turbidity. An. Acad. Bras. Ciências 2021, 93, e20190084. [Google Scholar] [CrossRef]
  70. Krishnamoorthy, S.; Premalatha, M.; Vijayasekaran, M. Characterization of distillery wastewater—An approach to retrofit existing effluent treatment plant operation with phycoremediation. J. Clean. Prod. 2017, 148, 735–750. [Google Scholar] [CrossRef]
  71. de Mattos LF, A.; Bastos, R.G. COD and nitrogen removal from sugarcane vinasse by heterotrophic green algae Desmodesmus sp. Desalination Water Treat. 2016, 57, 9465–9473. [Google Scholar] [CrossRef]
  72. Yang, C.; Ding, Z.; Zhang, K. Growth of Chlorella pyrenoidosa in wastewater from cassava ethanol fermentation. World J. Microbiol. Biotechnol. 2008, 24, 2919–2925. [Google Scholar] [CrossRef]
  73. Fernández, N.; Montalvo, S.; Borja, R.; Guerrero, L.; Sánchez, E.; Cortés, I.; Colmenarejo, M.; Travieso, L.; Raposo, F. Performance evaluation of an anaerobic fluidized bed reactor with natural zeolite as support material when treating high-strength distillery wastewater. Renew. Energy 2008, 33, 2458–2466. [Google Scholar] [CrossRef]
  74. Solovchenko, A.; Pogosyan, S.; Chivkunova, O.; Selyakh, I.; Semenova, L.; Voronova, E.; Scherbakov, P.; Konyukhov, I.; Chekanov, K.; Kirpichnikov, M.; et al. Phycoremediation of alcohol distillery wastewater with a novel Chlorella sorokiniana strain cultivated in a photobioreactor monitored on-line via chlorophyll fluorescence. Algal Res. 2014, 6, 234–241. [Google Scholar] [CrossRef]
  75. Naz, M.; Raza, M.A.; Zaib, S.; Tariq, M.; Afzal, M.R.; Hussain, S.; Dai, Z.; Du, D. Major Groups of Microorganisms Employed in Bioremediation. In Microbial Bioremediation; Springer International Publishing: Cham, Switzerland, 2023; pp. 141–159. [Google Scholar] [CrossRef]
  76. Ankit; Bauddh, K.; Korstad, J. Phycoremediation: Use of Algae to Sequester Heavy Metals. Hydrobiology 2022, 1, 288–303. [Google Scholar] [CrossRef]
  77. Pooja, K.; Priyanka, V.; Rao, B.C.S.; Raghavender, V. Cost-effective treatment of sewage wastewater using microalgae Chlorella vulgaris and its application as bio-fertilizer. Energy Nexus 2022, 7, 100122. [Google Scholar] [CrossRef]
  78. Tüzün, I.; Bayramoğlu, G.; Yalçın, E.; Başaran, G.; Çelik, G.; Arıca, M.Y. Equilibrium and kinetic studies on biosorption of Hg(II), Cd(II) and Pb(II) ions onto microalgae Chlamydomonas reinhardtii. J. Environ. Manag. 2005, 77, 85–92. [Google Scholar] [CrossRef]
  79. Lalhmunsiama; Gupta, P.L.; Jung, H.; Tiwari, D.; Kong, S.H.; Lee, S.M. Insight into the mechanism of Cd(II) and Pb(II) removal by sustainable magnetic biosorbent precursor to Chlorella vulgaris. J. Taiwan Inst. Chem. Eng. 2017, 71, 206–213. [Google Scholar] [CrossRef]
  80. Yang, J.S.; Cao, J.; Xing, G.L.; Yuan, H.L. Lipid production combined with biosorption and bioaccumulation of cadmium, copper, manganese and zinc by oleaginous microalgae Chlorella minutissima UTEX2341. Bioresour. Technol. 2015, 175, 537–544. [Google Scholar] [CrossRef]
  81. Cheng, J.; Yin, W.; Chang, Z.; Lundholm, N.; Jiang, Z. Biosorption capacity and kinetics of cadmium(II) on live and dead Chlorella vulgaris. J. Appl. Phycol. 2017, 29, 211–221. [Google Scholar] [CrossRef]
  82. Gupta, V.K.; Rastogi, A. Equilibrium and kinetic modelling of cadmium(II) biosorption by nonliving algal biomass Oedogonium sp. from aqueous phase. J. Hazard. Mater. 2008, 153, 759–766. [Google Scholar] [CrossRef]
  83. Kumar, M.; Singh, A.K.; Sikandar, M. Study of sorption and desorption of Cd (II) from aqueous solution using isolated green algae Chlorella vulgaris. Appl. Water Sci. 2018, 8, 225. [Google Scholar] [CrossRef] [Green Version]
  84. Ahmad, A.; Bhat, A.H.; Buang, A. Biosorption of transition metals by freely suspended and Ca-alginate immobilised with Chlorella vulgaris: Kinetic and equilibrium modeling. J. Clean. Prod. 2018, 171, 1361–1375. [Google Scholar] [CrossRef]
  85. Gupta, V.K.; Rastogi, A. Biosorption of lead(II) from aqueous solutions by non-living algal biomass Oedogonium sp. and Nostoc sp.—A comparative study. Colloids Surf. B Biointerfaces 2008, 64, 170–178. [Google Scholar] [CrossRef]
  86. Dirbaz, M.; Roosta, A. Adsorption, kinetic and thermodynamic studies for the biosorption of cadmium onto microalgae Parachlorella sp. J. Environ. Chem. Eng. 2018, 6, 2302–2309. [Google Scholar] [CrossRef]
  87. Chu, W.-L.; Phang, S.-M. Biosorption of Heavy Metals and Dyes from Industrial Effluents by Microalgae. In Microalgae Biotechnology for Development of Biofuel and Wastewater Treatment; Springer: Singapore, 2019; pp. 599–634. [Google Scholar] [CrossRef]
  88. Chen, C.Y.; Chang, H.W.; Kao, P.C.; Pan, J.L.; Chang, J.S. Biosorption of cadmium by CO2-fixing microalga Scenedesmus obliquus CNW-N. Bioresour. Technol. 2012, 105, 74–80. [Google Scholar] [CrossRef]
  89. Kızılkaya, B.; Türker, G.; Akgül, R.; Doğan, F. Comparative Study of Biosorption of Heavy Metals Using Living Green Algae Scenedesmus quadricauda and Neochloris pseudoalveolaris: Equilibrium and Kinetics. J. Dispers. Sci. Technol. 2012, 33, 410–419. [Google Scholar] [CrossRef]
  90. Lee, Y.C.; Chang, S.P. The biosorption of heavy metals from aqueous solution by Spirogyra and Cladophora filamentous macroalgae. Bioresour. Technol. 2011, 102, 5297–5304. [Google Scholar] [CrossRef]
  91. Bayramoglu, G.; Akbulut, A.; Arica, M.Y. Aminopyridine modified Spirulina platensis biomass for chromium(VI) adsorption in aqueous solution. Water Sci. Technol. 2016, 74, 914–926. [Google Scholar] [CrossRef] [Green Version]
  92. Sun, X.; Huang, H.; Zhu, Y.; Du, Y.; Yao, L.; Jiang, X.; Gao, P. Adsorption of Pb2+ and Cd2+ onto Spirulina platensis harvested by polyacrylamide in single and binary solution systems. Colloids Surf. A Physicochem. Eng. Asp. 2019, 583, 123926. [Google Scholar] [CrossRef]
  93. Abdulkareem, P.M.; Anwer, S.S. Biosorption of cadmium and lead using microalgae spirulina sp. Isolated from Koya City (Iraq). Appl. Ecol. Environ. Res. 2020, 18, 2657–2668. [Google Scholar] [CrossRef]
  94. Nuhoglu, Y.; Malkoc, E.; Gürses, A.; Canpolat, N. The removal of Cu(II) from aqueous solutions by Ulothrix zonata. Bioresour. Technol. 2002, 85, 331–333. [Google Scholar] [CrossRef]
  95. El-Sheekh, M.M.; El-Shouny, W.A.; Osman, M.E.H.; El-Gammal, E.W.E. Growth and heavy metals removal efficiency of Nostoc muscorum and Anabaena subcylindrica in sewage and industrial wastewater effluents. Environ. Toxicol. Pharmacol. 2005, 19, 357–365. [Google Scholar] [CrossRef] [PubMed]
  96. Zou, Y.; Zeng, Q.; Li, H.; Liu, H.; Lu, Q. Emerging technologies of algae-based wastewater remediation for bio-fertilizer production: A promising pathway to sustainable agriculture. J. Chem. Technol. Biotechnol. 2020, 96, 551–563. [Google Scholar] [CrossRef]
  97. Monteiro, C.M.; Castro, P.M.L.; Malcata, F.X. Metal uptake by microalgae: Underlying mechanisms and practical applications. Biotechnol. Prog. 2012, 28, 299–311. [Google Scholar] [CrossRef] [PubMed]
  98. Khan, A.A.; Gul, J.; Naqvi, S.R.; Ali, I.; Farooq, W.; Liaqat, R.; AlMohamadi, H.; Štěpanec, L.; Juchelková, D. Recent progress in microalgae-derived biochar for the treatment of textile industry wastewater. Chemosphere 2022, 306, 135565. [Google Scholar] [CrossRef] [PubMed]
  99. Sarat Chandra, T.; Mudliar, S.; Vidyashankar, S.; Mukherji, S.; Sarada, R.; Krishnamurthi, K.; Chauhan, V. Defatted algal biomass as a non-conventional low-cost adsorbent: Surface characterization and methylene blue adsorption characteristics. Bioresour. Technol. 2015, 184, 395–404. [Google Scholar] [CrossRef]
  100. Nautiyal, P.; Subramanian, K.A.; Dastidar, M.G. Experimental Investigation on Adsorption Properties of Biochar Derived from Algae Biomass Residue of Biodiesel Production. Environ. Process. 2017, 4, 179–193. [Google Scholar] [CrossRef]
  101. Jing, F.; Sohi, S.P.; Liu, Y.; Chen, J. Insight into mechanism of aged biochar for adsorption of PAEs: Reciprocal effects of ageing and coexisting Cd2+. Environ. Pollut. 2018, 242, 1098–1107. [Google Scholar] [CrossRef]
  102. Tsai, W.T.; Chen, H.R. Removal of malachite green from aqueous solution using low-cost chlorella-based biomass. J. Hazard. Mater. 2010, 175, 844–849. [Google Scholar] [CrossRef]
  103. Pathak, V.V.; Kothari, R.; Chopra, A.; Singh, D. Experimental and kinetic studies for phycoremediation and dye removal by Chlorella pyrenoidosa from textile wastewater. J. Environ. Manag. 2015, 163, 270–277. [Google Scholar] [CrossRef]
  104. Aksu, Z.; Tezer, S. Biosorption of reactive dyes on the green alga Chlorella vulgaris. Process Biochem. 2005, 40, 1347–1361. [Google Scholar] [CrossRef]
  105. Chu, W.-L.; See, Y.-C.; Phang, S.-M. Use of immobilised Chlorella vulgaris for the removal of colour from textile dyes. J. Appl. Phycol. 2009, 21, 641–648. [Google Scholar] [CrossRef]
  106. Martínez-Córdova, L.R.; Robles-Porchas, G.R.; Vargas-Albores, F.; Porchas-Cornejo, M.A.; Martínez-Porchas, M. Microbial bioremediation of aquaculture effluents. In Microbial Biodegradation and Bioremediation; Elsevier: Amsterdam, The Netherlands, 2022; pp. 409–417. [Google Scholar] [CrossRef]
  107. Maurya, R.; Ghosh, T.; Paliwal, C.; Shrivastav, A.; Chokshi, K.; Pancha, I.; Ghosh, A.; Mishra, S. Biosorption of Methylene Blue by De-Oiled Algal Biomass: Equilibrium, Kinetics and Artificial Neural Network Modelling. PLoS ONE 2014, 9, e109545. [Google Scholar] [CrossRef] [Green Version]
  108. Kumar, K.V.; Sivanesan, S.; Ramamurthi, V. Adsorption of malachite green onto Pithophora sp., a fresh water algae: Equilibrium and kinetic modelling. Process Biochem. 2005, 40, 2865–2872. [Google Scholar] [CrossRef]
  109. Sharmila, J.; Saravanan, P.; Sivasankar, S.; Chamundeeswari, M. A novel and an eco-friendly approach for organic dyes degradation using Spirulina platensis cultivated water. Catal. Today 2020, 340, 245–252. [Google Scholar]
  110. Mohan, S.V.; Ramanaiah, S.v.; Sarma, P.N. Biosorption of direct azo dye from aqueous phase onto Spirogyra sp. I02: Evaluation of kinetics and mechanistic aspects. Biochem. Eng. J. 2008, 38, 61–69. [Google Scholar] [CrossRef]
  111. Venkata Mohan, S.; Chandrasekhar Rao, N.; Krishna Prasad, K.; Karthikeyan, J. Treatment of simulated Reactive Yellow 22 (Azo) dye effluents using Spirogyra species. Waste Manag. 2002, 22, 575–582. [Google Scholar] [CrossRef]
  112. Patel, Y.; Chhaya, U.; Rudakiya, D.M.; Joshi, S. Biological Decolorization and Degradation of Synthetic Dyes: A Green Step toward Sustainable Environment; Springer: Singapore, 2021; pp. 77–110. [Google Scholar] [CrossRef]
  113. Yu, K.L.; Lee, X.J.; Ong, H.C.; Chen, W.-H.; Chang, J.-S.; Lin, C.-S.; Show, P.L.; Ling, T.C. Adsorptive removal of cationic methylene blue and anionic Congo red dyes using wet-torrefied microalgal biochar: Equilibrium, kinetic and mechanism modeling. Environ. Pollut. 2021, 272, 115986. [Google Scholar] [CrossRef]
  114. Arruda, V.; Simões, M.; Gomes, I.B. Synthetic Musk Fragrances in Water Systems and Their Impact on Microbial Communities. Water 2022, 14, 692. [Google Scholar] [CrossRef]
  115. Xie, P.; Chen, C.; Zhang, C.; Su, G.; Ren, N.; Ho, S.-H. Revealing the role of adsorption in ciprofloxacin and sulfadiazine elimination routes in microalgae. Water Res. 2020, 172, 115475. [Google Scholar] [CrossRef]
  116. Kiki, C.; Rashid, A.; Wang, Y.; Li, Y.; Zeng, Q.; Yu, C.-P.; Sun, Q. Dissipation of antibiotics by microalgae: Kinetics, identification of transformation products and pathways. J. Hazard. Mater. 2020, 387, 121985. [Google Scholar] [CrossRef]
  117. Escapa, C.; Coimbra, R.N.; Paniagua, S.; García, A.I.; Otero, M. Paracetamol and salicylic acid removal from contaminated water by microalgae. J. Environ. Manag. 2017, 203, 799–806. [Google Scholar] [CrossRef] [PubMed]
  118. Xiong, J.Q.; Govindwar, S.; Kurade, M.B.; Paeng, K.-J.; Roh, H.-S.; Khan, M.A.; Jeon, B.-H. Toxicity of sulfamethazine and sulfamethoxazole and their removal by a green microalga, Scenedesmus obliquus. Chemosphere 2019, 218, 551–558. [Google Scholar] [CrossRef] [PubMed]
  119. Wang, C.; Zheng, Y.; Li, R.; Yin, Q.; Song, C. Removal of cefradine by Chlorella sp. L166 and Scenedesmus quadricauda: Toxicity investigation, degradation mechanism and metabolic pathways. Process Saf. Environ. Prot. 2022, 160, 632–640. [Google Scholar] [CrossRef]
  120. Encarnação, T.; Palito, C.; Pais, A.A.C.C.; Valente, A.J.M.; Burrows, H.D. Removal of Pharmaceuticals from Water by Free and Imobilised Microalgae. Molecules 2020, 25, 3639. [Google Scholar] [CrossRef] [PubMed]
  121. Sánchez-Sandoval, D.S.; González-Ortega, O.; Vazquez-Martínez, J.; García de la Cruz, R.F.; Soria-Guerra, R.E. Diclofenac removal by the microalgae species Chlorella vulgaris, Nannochloropsis oculata, Scenedesmus acutus, and Scenedesmus obliquus. 3 Biotech 2022, 12, 210. [Google Scholar] [CrossRef]
  122. Solomakou, N.; Goula, A.M. Treatment of olive mill wastewater by adsorption of phenolic compounds. Rev. Environ. Sci. Biotechnol. 2021, 20, 839–863. [Google Scholar] [CrossRef]
  123. Ricky, R.; Shanthakumar, S. Phycoremediation integrated approach for the removal of pharmaceuticals and personal care products from wastewater—A review. J. Environ. Manag. 2022, 302, 113998. [Google Scholar] [CrossRef]
  124. López-Sánchez, A.; Silva-Gálvez, A.L.; Aguilar-Juárez, Ó; Senés-Guerrero, C.; Orozco-Nunnelly, D.A.; Carrillo-Nieves, D.; Gradilla-Hernández, M.S. Microalgae-based livestock wastewater treatment (MbWT) as a circular bioeconomy approach: Enhancement of biomass productivity, pollutant removal and high-value compound production. J. Environ. Manag. 2022, 308, 114612. [Google Scholar] [CrossRef]
  125. Talebi, S.; Edalatpour, A.; Tavakoli, O. Algal biorefinery: A potential solution to the food–energy–water–environment nexus. Sustain. Energy Fuels 2022, 6, 2623–2664. [Google Scholar] [CrossRef]
  126. Ma, Z.; Meliana, C.; Munawaroh, H.S.H.; Karaman, C.; Karimi-Maleh, H.; Low, S.S.; Show, P.L. Recent advances in the analytical strategies of microbial biosensor for detection of pollutants. Chemosphere 2022, 306, 135515. [Google Scholar] [CrossRef]
  127. Kurade, M.B.; Kim, J.R.; Govindwar, S.P.; Jeon, B.H. Insights into microalgae mediated biodegradation of diazinon by Chlorella vulgaris: Microalgal tolerance to xenobiotic pollutants and metabolism. Algal Res. 2016, 20, 126–134. [Google Scholar] [CrossRef]
  128. Wang, X.X.; Wang, W.-L.; Dao, G.-H.; Xu, Z.-B.; Zhang, T.-Y.; Wu, Y.-H.; Hu, H.-Y. Mechanism and kinetics of methylisothiazolinone removal by cultivation of Scenedesmus sp. LX1. J. Hazard. Mater. 2020, 386, 121959. [Google Scholar] [CrossRef]
  129. Bai, X.; Acharya, K. Removal of trimethoprim, sulfamethoxazole, and triclosan by the green alga Nannochloris sp. J. Hazard. Mater. 2016, 315, 70–75. [Google Scholar] [CrossRef]
  130. Wang, S.; Wang, X.; Poon, K.; Wang, Y.; Li, S.; Liu, H.; Lin, S.; Cai, Z. Removal and reductive dechlorination of triclosan by Chlorella pyrenoidosa. Chemosphere 2013, 92, 1498–1505. [Google Scholar] [CrossRef]
  131. Bano, F.; Malik, A.; Ahammad, S.Z. Removal of estradiol, diclofenac, and triclosan by naturally occurring microalgal consortium obtained from wastewater. Sustainability 2021, 13, 7690. [Google Scholar] [CrossRef]
  132. Gao, Q.T.; Wong, Y.S.; Tam, N.F.Y. Removal and biodegradation of nonylphenol by different Chlorella species. Mar. Pollut. Bull. 2011, 63, 445–451. [Google Scholar] [CrossRef]
  133. López-Pacheco, I.Y.; Salinas-Salazar, C.; Silva-Núñez, A.; Rodas-Zuluaga, L.I.; Donoso-Quezada, J.; Ayala-Mar, S.; Barceló, D.; Iqbal, H.M.; Parra-Saldívar, R. Removal and biotransformation of 4-nonylphenol by Arthrospira maxima and Chlorella vulgaris consortium. Environ. Res. 2019, 179, 108848. [Google Scholar] [CrossRef]
  134. Li, H.; Li, H.; Meng, F.; Zhang, B.; Lin, Y.; Wu, J.; Wang, G.; Zheng, Y. The biodegradation of Para-xylene in seawater by a newly isolated oceanic microalga Rhodomonas sp. JZB-2. J. Water Process Eng. 2020, 36, 101311. [Google Scholar] [CrossRef]
  135. Papazi, A.; Karamanli, M.; Kotzabasis, K. Comparative biodegradation of all chlorinated phenols by the microalga Scenedesmus obliquus—The biodegradation strategy of microalgae. J. Biotechnol. 2019, 296, 61–68. [Google Scholar] [CrossRef]
  136. Arias, A.H.; Souissi, A.; Glippa, O.; Roussin, M.; Dumoulin, D.; Net, S.; Ouddane, B.; Souissi, S. Removal and Biodegradation of Phenanthrene, Fluoranthene and Pyrene by the Marine Algae Rhodomonas baltica Enriched from North Atlantic Coasts. Bull. Environ. Contam. Toxicol. 2017, 98, 392–399. [Google Scholar] [CrossRef]
  137. de Jesus Oliveira Santos, M.; Oliveira de Souza, C.; Marcelino, H.R. Blue technology for a sustainable pharmaceutical industry: Microalgae for bioremediation and pharmaceutical production. Algal Res. 2023, 69, 102931. [Google Scholar] [CrossRef]
  138. Castenholz, R.W. Thermophilic blue-green algae and the thermal environment. Bacteriol Rev. 1969, 33, 476–504. [Google Scholar] [CrossRef] [PubMed]
  139. Sokal, S.; Palsania, P.; Kaushik, G. Bioremediation and Functional Metagenomics: Advances, Challenges, and Opportunities. In Omics Insights in Environmental Bioremediation; Springer Nature: Singapore, 2022; pp. 3–36. [Google Scholar] [CrossRef]
  140. Do, G.; Nmez, È.; Aksu, Z. Bioaccumulation of copper(II) and nickel(II) by the non-adapted and adapted growing Candida SP. Water Res. 2001, 35, 1425–1434. [Google Scholar]
  141. Frigerio, S.; Bassi, R.; Giacometti, G.M. Light Conversion in Photosynthetic Organisms. In Biophotonics; Springer: Berlin/Heidelberg, Germany, 2008; pp. 1–14. [Google Scholar] [CrossRef]
  142. Raeesossadati, M.J.; Ahmadzadeh, H.; McHenry, M.P.; Moheimani, N.R. CO2 bioremediation by microalgae in photobioreactors: Impacts of biomass and CO2 concentrations, light, and temperature. Algal Res. 2014, 6, 78–85. [Google Scholar] [CrossRef]
  143. Fret, J.; Roef, L.; Blust, R.; Diels, L.; Tavernier, S.; Vyverman, W.; Michiels, M. Reuse of rejuvenated media during laboratory and pilot scale cultivation of Nannochloropsis sp. Algal Res. 2017, 27, 265–273. [Google Scholar] [CrossRef]
  144. Markou, G.; Vandamme, D.; Muylaert, K. Microalgal and cyanobacterial cultivation: The supply of nutrients. Water Res. 2014, 65, 186–202. [Google Scholar] [CrossRef] [Green Version]
  145. Kumar, A.; Ergas, S.; Yuan, X.; Sahu, A.; Zhang, Q.; Dewulf, J.; Malcata, F.X.; van Langenhove, H. Enhanced CO2 fixation and biofuel production via microalgae: Recent developments and future directions. Trends Biotechnol. 2010, 28, 371–380. [Google Scholar] [CrossRef]
  146. Bi, R.; Xu, X.; Zhan, L.; Chen, A.; Zhang, Q.; Xiong, Z. Proper organic substitution attenuated both N2O and NO emissions derived from AOB in vegetable soils by enhancing the proportion of Nitrosomonas. Sci. Total Environ. 2023, 866, 161231. [Google Scholar] [CrossRef]
  147. Saleem, S.; Mushtaq, N.U.; Rasool, A.; Shah, W.H.; Tahir, I.; Rehman, R.U. Plant nutrition and soil fertility: Physiological and molecular avenues for crop improvement. In Sustainable Plant Nutrition; Academic Press: Cambridge, MA, USA, 2023; pp. 23–49. [Google Scholar] [CrossRef]
  148. Brierley, C.L. Bioremediation of metal-contaminated surface and groundwaters. Geomicrobiol. J. 1990, 8, 201–223. [Google Scholar] [CrossRef]
  149. Zuccaro, G.; Yousuf, A.; Pollio, A.; Steyer, J.P. Microalgae Cultivation Systems. In Microalgae Cultivation for Biofuels Production; Academic Press: Cambridge, MA, USA, 2020; pp. 11–29. [Google Scholar] [CrossRef]
  150. Bhatt, P.; Bhandari, G.; Bhatt, K.; Simsek, H. Microalgae-based removal of pollutants from wastewaters: Occurrence, toxicity and circular economy. Chemosphere 2022, 306, 135576. [Google Scholar] [CrossRef]
  151. Ayele, A.; Getachew, D.; Kamaraj, M.; Suresh, A. Phycoremediation of Synthetic Dyes: An Effective and Eco-Friendly Algal Technology for the Dye Abatement. J. Chem. 2021, 2021, 9923643. [Google Scholar] [CrossRef]
  152. Sangma, C.B.K.; Chalie-u, R. Life cycle assessment of wastewater treatment by microalgae. In Valorization of Microalgal Biomass and Wastewater Treatment; Elsevier: Amsterdam, The Netherlands, 2023; pp. 137–178. [Google Scholar] [CrossRef]
  153. Farooq, W.; Naqvi, S.R.; Sajid, M.; Shrivastav, A.; Kumar, K. Monitoring lipids profile, CO2 fixation, and water recyclability for the economic viability of microalgae Chlorella vulgaris cultivation at different initial nitrogen. J. Biotechnol. 2022, 345, 30–39. [Google Scholar] [CrossRef]
  154. Mathew, M.M.; Khatana, K.; Vats, V.; Dhanker, R.; Kumar, R.; Dahms, H.-U.; Hwang, J.-S. Biological Approaches Integrating Algae and Bacteria for the Degradation of Wastewater Contaminants—A Review. Front. Microbiol. 2022, 12, 801051. [Google Scholar] [CrossRef]
  155. Yang, Y.; Zhuang, L.L.; Yang, T.; Zhang, J. Recognition of key factors on attached microalgae growth from the internal sight of biofilm. Sci. Total Environ. 2022, 811, 151417. [Google Scholar] [CrossRef]
  156. Su, Y. Revisiting carbon, nitrogen, and phosphorus metabolisms in microalgae for wastewater treatment. Sci. Total Environ. 2021, 762, 144590. [Google Scholar] [CrossRef]
  157. de Morais, E.G.; Murillo, A.M.; Lens PN, L.; Ferrer, I.; Uggetti, E. Selenium recovery from wastewater by the green microalgae Chlorella vulgaris and Scenedesmus sp. Sci. Total Environ. 2022, 851, 158337. [Google Scholar] [CrossRef]
  158. Kumar, M.; Sun, Y.; Rathour, R.; Pandey, A.; Thakur, I.S.; Tsang, D.C. Algae as potential feedstock for the production of biofuels and value-added products: Opportunities and challenges. Sci. Total Environ. 2020, 716, 137116. [Google Scholar] [CrossRef]
  159. Slade, R.; Bauen, A. Micro-algae cultivation for biofuels: Cost, energy balance, environmental impacts and future prospects. Biomass Bioenergy 2013, 53, 29–38. [Google Scholar] [CrossRef] [Green Version]
  160. Rahimi, S.; Modin, O.; Mijakovic, I. Technologies for biological removal and recovery of nitrogen from wastewater. Biotechnol. Adv. 2020, 43, 107570. [Google Scholar] [CrossRef]
  161. Li, J.; Li, J.; Gao, R.; Wang, M.; Yang, L.; Wang, X.; Zhang, L.; Peng, Y. A critical review of one-stage anammox processes for treating industrial wastewater: Optimization strategies based on key functional microorganisms. Bioresour. Technol. 2018, 265, 498–505. [Google Scholar] [CrossRef]
Figure 1. Organic composition of some selected microalgae.
Figure 1. Organic composition of some selected microalgae.
Fermentation 09 00311 g001
Figure 2. General eradication mechanism of toxins by microalgae.
Figure 2. General eradication mechanism of toxins by microalgae.
Fermentation 09 00311 g002
Table 1. Comparison of different microalgae cultivation systems.
Table 1. Comparison of different microalgae cultivation systems.
SystemReactor/VesselConsPros
ClosePBR (vertical)Sophisticated construction design to address the hydrodynamics stress; tube diameter enhancement causes a decline in the exposed surface areaIt has a smaller area, a high mass transfer rate, and less stress; low energy utilization; the potential to scale up; easy sterilization; reduced photooxidation and photoinhibition
tPBR (Horizontal)pH, DO, and CO2 fluctuation among the pipe length; the wall might be foul, but it depends on many other parameters such as the mixing of the system; requires a huge area for installationLarge exposed area; viable for outdoor culture; good productivity
PBRpNo chambers are required if the reactor size needs to increase with a supporting structure; complicated to maintain the culture temperature; wall might be foul; hydrodynamic stressHuge exposed area; viable for outdoor culture; fine algae immobilization; effective light penetration with good productivity; easy maintenance
OpenRPRDifficult control and optimization of culture conditions; complex long-term cultivation; requires a huge area; low productivity; low light penetrationVery economical and simple; easy for cleaning and maintenance; can be large in volume.
PBR—Photobioreactor, tPBR—Tubular Photobioreactor, PBRp—Photobioreactor Plate, RPR—Round Ponds Racetrack.
Table 2. Distillery Wastewater Characteristics.
Table 2. Distillery Wastewater Characteristics.
SourceWastewater Generation (L/L Ethanol)BOD (mg/L)pHColorCOD (mg/L)Suspended Solids (mg/L)
Bottling plant14107.6Hazy250150
Spent wash14.436,5004.6Dark brown82,080615
Fermenter cooling0.41056.3Colorless750220
Condenser cooling2.88459.2Colorless425400
Floor wash0.81007.3Colorless200175
Fermenter cleaning0.640003.5Yellow16,5003000
Other0.8308.1Pale yellow250100
Table 4. Metallic Toxins Eradication Using Algae.
Table 4. Metallic Toxins Eradication Using Algae.
MicroalgaeToxinsToxins Conc. (mg/L)Biosorbent Formation ApproachConditionQ (mg/g)Removal Efficiency (%)IsothermReference
Chlamydomonas reinhardtiiHg+2100Cells gathered from logarithmic phase culturespH = 672.2 Freundlich biosorption model[78]
Cd+2100pH = 5.042.6 Freundlich biosorption model
Pb+2100pH = 696.3 Freundlich biosorption model
Chlorella sp.Cd+210Algae immobilized in water hyacinth-derived pellets 92.45 [82]
Chlorella minutissimaCd+2,0.2–0.6 mMDead (lyophilized) biomass 35.36 [80]
Cu+2,0.2–0.6 mM 3.28
Mn+20.2–0.6 mM 21.19
Zn+20.2–0.6 mM 33.71
Chlorella VulgarisCd+2100Live biomass 16.3496.8Pseudo-first-order model[81]
Chlorella vulgarisCd+2100Isolated Green AlgaeDose = 1 g/L, time = 2 h, T = 25 °C, pH = 4.565.397.43Langmuir isotherm model[83]
Chlorella vulgarisCd+2100Dead Biomasst = 105 min,16.6595.2Pseudo-Second-order model[81]
Chlorella VulgarisFe+230–300Suspended cells 74.54 [84]
Chlorella VulgarisZn+230–300Suspended cells 69.19
Chlorella VulgarisMn+230–300Suspended cells 65.1
Chlorella VulgarisFe+230–300Immobilized cellsDose = 0.4 g/L, t = 300 min, pH = 6.0, T = 25 °C128 Langmuir and D-R isotherm model
Chlorella VulgarisZn+230–300Immobilized cells115.5
Chlorella VulgarisMn+230–300Immobilized cells105.25
Nostoc sp.Pb+2100–800Freshly collected from ponds, ditches, etc.; dried before uset = 90 min, pH = 5.0, Dose = 0.5 g/L93.5 Langmuir Isotherm and second-order kinetics[85]
Oedogonium sp.Pb+2100–800t = 70 min, pH = 5.0, Dose = 0.5 g/L145.0 Langmuir Isotherm and second-order kinetics
Parachlorella sp.Cd+218–180Biomass from cultured microalgaepH = 7, T = 35 °C96.2 Langmuir model Kinetics: pseudo-first-order[86]
Parachlorella sp.Cd+218–180pH = 7, T = 35 °C90.72
Scenedesmus obliquusCd+22.5–7.5Living cells immobilized in a loofa spongeFlow = 15 mL/min, t = 15.5 h38.4 [87]
Scenedesmus obliquus CNW-NCd+225–200Biomass harvested by centrifugation and concentrated by lyophilizationAeration with 2.5% CO2, pH = 6, T = 30 °C68.6 Langmuir model Kinetics: pseudo-second order[88]
Scenedesmus quadricaudaCo+25–40Living cultures 2.14–52.48 [89]
Neochloris pseudoalveolarisCr+35–40Living cultures 81.98
Neochloris pseudoalveolarisPb+25–40Living cultures 4.26
Neochloris pseudoalveolarisCd+25–40Living cultures 2.96
Neochloris pseudoalveolarisNi+25–40Living cultures 55.71
Neochloris pseudoalveolarisMn+25–40Living cultures 75.20
Spirogyra sp.Pb+2200Collected from a pond, sun-dried, and then oven-dried at 70 °C for 24 hpH = 5.0, t = 100 min140 mg/g Langmuir isotherm
Kinetics: pseudo-second-order
Endothermic
[90]
Spirulina platensisCr+60–156.3Freshly harvested biomasspH = 6 90Langmuir isotherm model[91]
Spirulina platensisPb+2100Dead biomasspH = 3.0, T = 26 °C, t = 60 min, Dose = 2 gm >90 [92]
Spirulina sp.Cd+2 *3.81Cells lyophilizate 0.463 [93]
Spirulina sp.Hg+2 *0.76Cells lyophilizate 1.340
Ulothrix zonataCu+25–50Algae collected from irrigated water channels; dried at 100 °C for 5–6 ht = 20 min, pH = 4.5 >80 [94]
* Discharge from copper smelter and refinery, with high concentrations of Hg and Cd.
Table 6. Emerging Pollutant Removal using Microalgae.
Table 6. Emerging Pollutant Removal using Microalgae.
Active IngredientsEffluentMicroalgae SpeciesRemoval%ConditionEffluent Conc. (mg/L)Reference
sulfadiazinesyntheticChlamydomonas sp. Tai0335T = 25 °C, CO2 = 2%, I = 250 μmol m2 s 1, t = 5–6 d [115]
ciprofloxacinsynthetic65T = 25 °C, CO2 = 2%, I = 250 μmol m2 s 1, t = 5–6 d
sulfamerazinesyntheticH. pluvialis75T = 25 °C, t = 40 d0.02[116]
sulfamethoxazole60
sulfamonomethoxine47
trimethoprim40
clarithromycin−20
azithromycin48
roxithromycin35
lomefloxacin70
levofloxacin39
flumequine40
paracetamolMann and MyersChlorella sorokiniana41T = 25 °C, pH = (7.5 –0.5), t = 144 h25[117]
salicylic acid93
paracetamol69250
salicylic acid98
sulfamethazineSterilized Bold’s BasalScenedesmus obliquus62.3T = 27 °C, t = 14 d0.25[118]
sulfamethoxazole48.5
cefradinesyntheticChlorella sp. L16697.7 5–100[119]
Scenedesmus quadricauda98.5
paracetamolsyntheticNannochloropsis sp. 11.6t = 1 d300[120]
ibuprofen12.1
olanzapine32.4
ceftazidimeEscherichia coli90t = 7 h100
diclofenacsyntheticNannochloropsis oculata CCAP 849/759–92T = 25 °C, Aeration = 0.3 L/min, CO2 = 7%, t = 25 d0.33[121]
Scenedesmus acutus UTEX 7212.2–26.5
Scenedesmus obliquus CCAP 276/215–28
Table 7. Non-pharmaceutical emerging pollutant removal using microalgae.
Table 7. Non-pharmaceutical emerging pollutant removal using microalgae.
Toxins OriginActive PollutantMicroalgaeMediumConditionInitial Conc. (mg/L)Removal%Ref.
Personal care productsMethylisothiazolinoneScenedesmus sp. LX1BG 11T = 25 °C, I = 50–60 μmol m−2 s−1, t = 4 d3100[128]
TriclosanNannochlorisMilli-Q water(12/12 h) light/dark cycle, t = 7 d 100[129]
TriclosanChlorella pyrenoidosaAcetate carbon sourceT = 22 °C, I = 4000 Lux, (8/16 h) dark/light cycle, t = 6 d0.1–0.872.2[130]
TriclosanMicroalgal consortium t = 5 d874.68[131]
SurfactantNonylphenolChlorella vulgarisBristolT = 25 °C, I = 40.1 mol m−2 s−1, t = 168 h0.5–180[132]
4-NonylphenolArthrospira maxima and Chlorella vulgarisBG11Aeration = 1.5 L/m2, T = 21 °C9.2996[133]
Industrial chemicals (aromatic hydrocarbons)Para-xyleneRhodomonas sp. JZB-2F/2I = 60 μmol m−2 s−1, 14/12 h cycle (light/dark), t = 6 d9.682100[134]
19 different chlorinated phenolic compounds (9–90)Scenedesmus obliquusLiquid culture mediumI = intensity: 50–60 μmol m−2 s−1, (light/dark) cycle = 12/12 h light/dark, T = 30 °C, t = 6 d 90[135]
PhenanthreneRhodomonas balticaConway mediumI = 2500 Lux, (light/dark) cycle = 12/12 h dark/light, T = 18 °C, t = 6 d 90[136]
Fluoranthene70
Pyrene
NeonicotinoidsScenedesmus sp. I = 100 μmol m−2 s−1 71.24
Table 8. Comparison of Conventional to Green Processes for toxins eradication.
Table 8. Comparison of Conventional to Green Processes for toxins eradication.
ProcessAdvantagesDisadvantages:
Carbon FiltrationEconomical and easy maintenance.
Effective for organic and inorganic toxins
Not affected by toxins that attract carbon; needs the replacement of the filter when the active sites are fully accumulated; ineffective for pathogenic bacteria and viruses
UV lightA harmless non-chemical process; simple maintenance and installation; economical and energy-efficient; effective for the eradication of microbesIt can eliminate microbes, but does not eradicate other toxins
OxidativeEasy to operateOxidizing agents need to be activated
Fenton’s ReagentsDeals with diversified toxinsHuge sludge generation
OzonationOzone can be utilized in a gaseous form, with no effluent volume incrementShort half-life, i.e., 20 min
PhotochemicalNo sludge formationBy-product formation
Electrochemical DestructionNo chemical utilization; No sludge generationRequires high flow rates to cause a decline in toxins removal
Decolorization of white rot fungiAble to degrade dyes using enzymeUnreliable enzyme activity
Microbial cultureDecolorized in 24–30 hCations are not metabolized
Sorption by living and non-living organismsSome toxins have an affinity for binding microbesNot effective for all toxins
AnaerobicAllows some toxins to eradicateThe breakdown process yields H2S and CH4
Adsorption ACGood removal of toxinsAC production needs a lot of energy, making the process uneconomic
Membrane filtrationRemoves toxins; low use of chemicalsHigh CAPEX, sludge formation, and membrane fouling
Ion ExchangeDeals with only some toxinsNeeds regeneration
Electro-Kinetic CoagulationEconomically feasibleHigh sludge formation
Chemical PrecipitationSimple, economical, and leads to all toxinsHigh sludge formation
Chemical CoagulationSludge settling with dewateringCost-ineffective; slow process; cannot deal with all toxins
Table 9. Techno-Economical Aspects of Green and Conventional Processes.
Table 9. Techno-Economical Aspects of Green and Conventional Processes.
ParametersMicroalgae-Based Eradication ProcessConventional
PhysicalChemical
PollutantsDyes, Metals, and EPsDyes, Metals, and EPsDyes, Metals, and EPs
Modification PossibilityYesYesYes
Process CapacityModerate to HighLowModerate
Removal EfficiencyLow to ModerateModerateHigh
Quantity RequiredHugeHugeHuge
TimeHighModerateLow
Sludge FormationModerate to HighModerateHigh
Economically FeasibleHighModerateLow
Ecologically FeasibleHighModerateLow
Commercially FeasibleLowHighHigh
Waste generationModerate to HighLowHigh
AvailabilityHighModerateLow
ExamplesBioremediation, biosorption using E. Coli, Scenedesmus sp. LX1, Nannochloris sp., Chlorella pyrenoidosa, microalgal consortium etc., biological processes [161]Adsorption using activated carbon, zeolite, ion exchange, coagulation/flocculation, UV, etc.Fenton’s, oxidation, chlorination, etc.
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content.

Share and Cite

MDPI and ACS Style

Hashmi, Z.; Bilad, M.R.; Fahrurrozi; Zaini, J.; Lim, J.W.; Wibisono, Y. Recent Progress in Microalgae-Based Technologies for Industrial Wastewater Treatment. Fermentation 2023, 9, 311. https://doi.org/10.3390/fermentation9030311

AMA Style

Hashmi Z, Bilad MR, Fahrurrozi, Zaini J, Lim JW, Wibisono Y. Recent Progress in Microalgae-Based Technologies for Industrial Wastewater Treatment. Fermentation. 2023; 9(3):311. https://doi.org/10.3390/fermentation9030311

Chicago/Turabian Style

Hashmi, Zubair, Muhammad Roil Bilad, Fahrurrozi, Juliana Zaini, Jun Wei Lim, and Yusuf Wibisono. 2023. "Recent Progress in Microalgae-Based Technologies for Industrial Wastewater Treatment" Fermentation 9, no. 3: 311. https://doi.org/10.3390/fermentation9030311

APA Style

Hashmi, Z., Bilad, M. R., Fahrurrozi, Zaini, J., Lim, J. W., & Wibisono, Y. (2023). Recent Progress in Microalgae-Based Technologies for Industrial Wastewater Treatment. Fermentation, 9(3), 311. https://doi.org/10.3390/fermentation9030311

Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. See further details here.

Article Metrics

Back to TopTop