Prevalence and Spatial Distribution of Animal Brucellosis in Central Punjab, Pakistan
Abstract
:1. Introduction
2. Materials and Methods
2.1. Study Area
2.2. Arc GIS Based Survey
2.3. Epidemiological Data
2.4. Blood Sampling and Serum Preparation
2.5. Serological Investigation Using Rose Bengal Plate Test (RBPT)
2.6. Extraction of DNA and Real-Time (RT)-PCR
2.7. Development of Geographic Information System (GIS) Maps
2.8. Statistical Analysis
3. Results
4. Discussion
5. Conclusions
Author Contributions
Funding
Conflicts of Interest
Ethical Statement
References
- Razzaq, F.; Khosa, T.; Ahmad, S.; Hussain, M.; Saeed, Z.; Khan, M.; Shaikh, R.; Ali, M.; Iqbal, F. Prevalence of Anaplasma phagocytophilum in horses from southern Punjab (Pakistan). Trop. Biomed. 2015, 32, 233–239. [Google Scholar] [PubMed]
- Pakistan Economic Survey 2017–2018. Available online: http://www.finance.gov.pk/fb_2017_18.html (accessed on 20 June 2019).
- Karim, S.; Budachetri, K.; Mukherjee, N.; Williams, J.; Kausar, A.; Hassan, M.J.; Adamson, S.; Dowd, S.C.; Apanskevich, D.; Arijio, A.; et al. A study of ticks and tick-borne livestock pathogens in Pakistan. PLoS ONE 2017, 11, e0005681. [Google Scholar] [CrossRef] [PubMed]
- Akinseye, V.O.; Adesokan, H.K.; Oguage, A.J.; Adedoyin, F.J.; Out, P.I.; Kwaghe, A.V. Sero-epidemiology Survey and Risk Factors associated with bovine brucellosis among slaughtered cattle in Nigeria. Onderstepoort J. Vet. Res. 2016, 83, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Tasaime, W.; Emikpe, B.; Folitse, R.; Fofie, C.; Burimuah, V.; Johnson, S. The prevalence of brucellosis in cattle and their handles in North Tongu District, Volta region, Ghana. Afr. J. Infect. Dis. 2016, 10, 111–117. [Google Scholar]
- Cadmus, S.I.B.; Alabi, P.I.; Adesokan, H.K.; Dale, E.J.; Stack, J.A. Serological investigation of bovine brucellosis in three cattle production system in Yewa division, south-western Nigeria. J. S. Afr. Vet. Assoc. 2013, 84, 1–6. [Google Scholar] [CrossRef]
- Saleem, M.N.; Boyle, S.M.; Sriranganathan, N. Brucellosis: A re-emerging zoonosis. Vet. Microbiol. 2010, 140, 392–398. [Google Scholar] [CrossRef]
- Fretin, D.; Mori, M.; Czaplicki, G.; Quinet, C.; Maquet, B.; Godfroid, J.; Saegerman, C. Unexpected Brucella suis biovar 2 infection in a dairy cow, Belgium. Emerg. Infect. Dis. 2013, 19, 2053–2054. [Google Scholar] [CrossRef] [Green Version]
- Hadush, A.; Pal, M. Brucellosis-an infectious re-emerging bacterial zoonosis of global significance. Int. J. Livest. Res. 2013, 3, 28–34. [Google Scholar] [CrossRef] [Green Version]
- Godfroid, J.; Scholz, H.C.; Barbier, T.; Nicolas, C.; Wattiau, P.; Fretin, D. Brucellosis at the animal/ecosystem/human interface at the beginning of the 21st century. Prev. Vet. Med. 2011, 102, 118–131. [Google Scholar] [CrossRef] [Green Version]
- Sancho, P.M.; Garcia-Seco, T.; Arrogante, L.; Garcia, N.; Martinez, I.; Diez-Guerrier, A.; Perales, A.; Goyache, J.; Dominguez, L.; Alvarez, J. Development and evaluation of an IS711-based loop mediated isothermal amplification method (LAMP) for detection of Brucella spp. On clinical samples. Res. Vet. Sci. 2013, 95, 489–494. [Google Scholar] [CrossRef]
- Matope, G.; Bhebhe, E.; Muma, J.B.; Lund, A.; Skjerve, E. Risk factors for Brucella spp. Infection in small holder’s household herds. Epidemiol. Infect. 2011, 139, 157–164. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Zeng, J.; Duoji, C.; Yuan, S.; Fan, W.; Tian, L. Seroprevalence and risk factors for bovine brucellosis in domestic Yaks (Bos grunniens) in Tibet, China. Trop. Anim. Health Prod. 2017, 49, 1339–1344. [Google Scholar] [CrossRef] [PubMed]
- Mota, A.L.A.D.A.; Ferreira, F.; Neto, J.S.F.; Dias, R.A.; Amaku, M.; Grisi-Filho, J.H.H. Large scale study of herd level risk factors for bovine brucellosis in Brazil. Acta Trop. 2016, 164, 226–232. [Google Scholar] [CrossRef] [PubMed]
- Ogugua, J.A.; Akinseye, O.V.; Ayoola, C.M.; Stack, J.; Babalola, C.S.I. Risk factors associated with brucellosis among slaughtered cattle: Epidemiological insight from two metropolitan abattoirs in southwestern Nigeria. Asian Pac. J. Trop. Dis. 2015, 5, 747–753. [Google Scholar]
- Tsegay, A.; Tuli, G.; Kassa, T.; Kebede, N. Seroprevalence and risk factors of brucellosis in small ruminants slaughtered at Debre Ziet and Modjo export abattoirs, Ethiopia. J. Infect. Dev. Ctries. 2015, 9, 373–380. [Google Scholar] [CrossRef]
- Nicoletti, P. Brucellosis: Past, present and future. Prilozi 2010, 31, 21–32. [Google Scholar]
- Munir, R.; Farooq, U.; Fatima, Z.; Afzal, M.; Anwar, Z.; Jahangir, M. Seroprevalence of brucellosis in bovines at farms under different management condition. Br. J. Dairy Sci. 2011, 2, 35–39. [Google Scholar]
- Shafee, M.; Rabbani, M.; Sheikh, A.; Ahmad, M.; Razzaq, A. Prevalence of bovine brucellosis in organized dairy farms, using milk ELISA, in Quetta city, Baluchistan, Pakistan. Vet. Med. Int. 2011, 2011, 1–3. [Google Scholar] [CrossRef] [Green Version]
- Ali, S.; Neubauer, H.; Melzer, F.; Khan, I.; Akhter, S.; Jamil, T.; Umar, S. Molecular Identification of Bovine Brucellosis Causing Organisms at Selected Private Farms in Pothohar Plateau, Pakistan. Pak. J. Zool. 2017, 49, 1111–1114. [Google Scholar] [CrossRef]
- Thrusfield, M. Surveys in Veterinary Epidemiology; Blackwell Science: Oxford, UK, 2005. [Google Scholar]
- Alton, G.G.; Jones, L.M.; Angus, R.D.; Verges, J.M. Techniques for the brucellosis laboratory Paris Institute National de la Recherche Agronomique. J. Clin. Microbiol. 1988, 33, 3198–3200. [Google Scholar]
- Probert, W.S.; Schrader, K.N.; Khoung, N.Y. Real time multiplies PCR assay for detection of Brucella spp. B. abortus and B. Melitensis. J. Clin. Microbiol. 2004, 42, 1290–1293. [Google Scholar] [CrossRef] [Green Version]
- Saeed, U.; Ali, S.; Khan, T.M.; Adawy, H.E.; Melzer, F.; Khan, A.U.; Iftikhar, A.; Neubauer, H. Seroepidemiology and molecular detection of animal brucellosis in Punjab, Pakistan. Microorganisms 2019, 7, 449. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ali, S.; Akthar, S.; Neubauer, H.; Melzer, F.; Khan, I.; Abatih, E.N.; Adawy, H.E.; Irfan, M.; Muhammad, A.; Akbar, M.W.; et al. Seroprevalence and risk factors associated with bovine brucellosis in the Potohar Plateau, Pakistan. BMC Res. Notes 2017, 10, 1–11. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ali, S.; Ali, Q.; Abatih, E.N.; Ullah, N.; Muhammad, A.; Khan, I.; Akhter, S. Sero-prevalence of Brucella abortus Among Dairy Cattle and Buffaloes in Pothohar Plateau, Pakistan. Pak. J. Zool. 2013, 45, 1041–1046. [Google Scholar]
- Ali, S.; Akther, S.; Neubauer, H.; Melzer, F.; Khan, I.; Qurban, A.; Irfan, M. Serological, cultural, and molecular evidences of Brucella infection in small ruminants in Pakistan. J. Infect. Dev. Ctries. 2015, 9, 470–475. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Mubeen, H.; Khan, I.; Saleem, M.H.; Akhtar, R.; Ali, S.; Saqib, M.; Khan, A.U.; Umar, S. Brucellosis in Mirpur, Azad Kashmir Pakistan: A livestock threat for neighboring zones. Med. Weter. 2018, 10, 1–5. [Google Scholar] [CrossRef]
- Ali, S.; Saleem, S.; Imran, M.; Rizwan, M.; Iqbal, K.; Qadir, G.; Ahmad, H.; Umar, S.; Khan, W.A.; Khan, I.; et al. Detection of Brucella antibodies in selected wild animals and avian species in Pakistan. Indian J. Anim. Res. 2017, 799, 1–4. [Google Scholar] [CrossRef]
- Jamil, T.; Melzer, F.; Khan, I.; Iqbal, M.; Saqib, M.; Hussain, M.H.; Schwarz, S.; Neubauer, H. Serological and Molecular Investigation of Brucella Species in Dogs in Pakistan. Pathogens 2019, 8, 294. [Google Scholar] [CrossRef] [Green Version]
- Fatima, S.; Khan, I.; Nasir, A.; Younas, M.; Saqib, M.; Melzer, F.; Neubauer, H.; Adawy, H.E. Serological, molecular detection and potential risk factors associated with camel brucellosis in Pakistan. Trop. Anim. Health Prod. 2016, 48, 1711–1718. [Google Scholar] [CrossRef]
- Soomro, A.H.; Kamboh, A.A.; Rind, R.; Dawani, P.; Sarwar, M.; Abro, S.H.; Awais, M. A study on prevalence and risk factors of brucellosis in cattle and buffaloes in district Hyderabad, Pakistan. J. Anim. Health Prod. 2014, 2, 33–37. [Google Scholar] [CrossRef] [Green Version]
- Wadood, F.; Khan, A.A.; Gul, S.T.; Rehman, N. Seroprevalence of brucellosis in Horses in and around Faisalabad. Pak. Vet. J. 2009, 29, 196–198. [Google Scholar]
- Sarker, M.A.S.; Rahman, M.S.; Begum, M.M.; Rahman, M.B.; Rahman, M.B.; Rahman, M.F.; Neubauer, H.; Rahman, A.K.M. Milk ring, Rose Bengal tests and conventional PCR based detection of Brucella abortus infected dairy cattle in Bangladesh. Afr. J. Microbiol. Res. 2017, 11, 1505–1509. [Google Scholar]
- Abubakar, M.; Arshed, M.J.; Hussain, M.; Haq, E.U.; Ali, Q. Serological Evidences of Brucella abortus in Punjab province Pakistan- A cross sectional study. Transbound. Emer. Dis. 2010, 57, 443–447. [Google Scholar] [CrossRef] [PubMed]
- Haghdoost, A.A.; Kawaguchi, L.; Mirzaazadeh, A.; Rashidi, H.; Sarafinejad, A.; Baniasadi, A.R.; Davies, C. Using GIS in explaining spatial distribution of brucellosis in an endemic district in Iran. Iran J. Public Health 2007, 36, 27–34. [Google Scholar]
- Ghani, M.; Siraj, M.; Zeb, A.; Naeem, M. Sero-Epidemiological study of Brucellosis among Goats and Sheep at Peshawar district. Asian Australas. J. Anim. Sci. 1995, 8, 489–494. [Google Scholar] [CrossRef]
- Bezabih, M.K.; Bulto, W.C. Seroprevalence of small ruminants’ brucellosis in Werer agriculture research center, Afar region, North East Etiopia. Acad. J. Microbiol. Res. 2015, 3, 31–35. [Google Scholar]
- Rivera, J.L.S.; Correa, J.C.S.; Gil, L.G.S. Seroprevalence of and risk factors for brucellosis of goats in herds of Michoacan, Mexico. Prev. Vet. Med. 2007, 82, 282–290. [Google Scholar] [CrossRef] [PubMed]
- Ndazigaruye, G.; Mushonga, B.; Kandiwa, E.; Samkange, A.; Segwagwe, B.E. Prevalence and risk factors for brucellosis seropositivity in cattle in Nyagatare district, Eastern Province, Rwanda. J. S. Afr. Vet. Assoc. 2018, 89, 1–8. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Gwida, M.; El-Ashker, M.; Melzer, F.; El-Diasty, M.; El-Beskawy, M.; Neubauer, H. Use of serology and Real Time PCR to control an outbreak of bovine brucellosis at a dairy cattle farm in the Nile Delta region, Egypt. Ir. Vet. J. 2016, 69, 1–7. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Jackson, R.; Ward, D.; Kennard, R.; Amirbekov, M.; Stack, J.; Amanfu, W.; El-Idrissi, A.; Otto, H. Survey of the seroprevalence of brucellosis in ruminants in Tajikistan. Vet. Res. 2007, 161, 476–482. [Google Scholar] [CrossRef]
- Teshale, S.; Aschalew, Z.; Gelagay, A.; Basu, A.K. Preliminary study on prevalence of Brucella antibodies in sheep and goats in Borana, Southern Ethiopia. J. Nat. Hist. 2006, 2, 7–10. [Google Scholar]
- Lemu, D.; Mamo, H.; Deressa, A.; Pal, M. A study on seroprevalence of brucellosis in goats and sheep in East Shew, Ethiopia. Ethiop. Int. J. Multidis. Res. 2014, 1, 14–18. [Google Scholar]
- Radostits, O.M.; Gay, C.C.; Blood, D.C.; Hinchcliff, K.W. Veterinary Medicine, a Textbook of Diseases of Cattle, Sheep, Goats, Pigs and Horses, 9th ed.; ELBS/Baillier Tindall: London, UK, 2000. [Google Scholar]
- Selim, A.; Attiab, K.; Ramadand, E.; Hafeze, Y.M.; Salman, A. Seroprevalence and molecular characterization of Brucella species in naturally infected cattle and sheep. Prev. Vet. Med. 2019, 171, 1–7. [Google Scholar] [CrossRef] [PubMed]
- Mangi, M.H.; Kamboh, A.A.; Rind, R.; Dewani, P.; Nizamani, Z.A.; Mangi, A.R.; Nizamani, A.R.; Vistro, W.A. Seroprevalence of brucellosis in Holstein-Friesian and Indigenous Cattle breeds of Sindh Province, Pakistan. J. Anim. Health Prod. 2015, 3, 82–87. [Google Scholar] [CrossRef]
- Khaldi, M.N.; Touil, T.A.; Ahmed, E.K.; Bendahmane, M. Epidemiology and spatial distribution of brucellosis in cattle and sheep in West Algerian region from 2002–2004. J. Appl. Environ. Biol. Sci. 2016, 6, 1–6. [Google Scholar]
- OIE. Manual of Diagnostic Tests and Vaccines for Terrestrial Animals; OIE (World Organization for Animal Health): Paris, France, 2009; Chapter 2.4.3. [Google Scholar]
- Aznar, M.N.; Arregui, M.; Humblet, M.F.; Samartino, L.E.; Saegerman, C. Methodology for the assessment of brucellosis management practices and its vaccination campaign: Example in two Argentine districts. BMC Vet. Res. 2017, 7, 281. [Google Scholar] [CrossRef] [Green Version]
- Borriello, G.; Peletto, S.; Lucibelli, M.G.; Acutis, P.G.; Ercolini, D.; Galiero, G. Link between geographical origin and occurrence of Brucella abortus biovars in cow and water buffalo herds. Appl. Environ. Microbiol. 2013, 79, 1039–1043. [Google Scholar] [CrossRef] [Green Version]
- Zhang, Q.; Li, C.; Wang, Y.; Li, Y.; Han, X.; Zhang, H.; Wang, D.; Liao, Y.; Chen, Z. Temporal and Spatial Distribution Trends of Human Brucellosis in Liaoning Province, China. Transbound. Emerg. Dis. 2020, 67, 21. [Google Scholar] [CrossRef]
Species | Gender | Examined | Positive | Prevalence % | Fisher Exact Test (p Value) |
---|---|---|---|---|---|
Buffaloes | Male | 122 | 3 | 2.5 | 0.05 |
Female | 112 | 9 | 8 | ||
Goats | Male | 179 | 6 | 3.4 | 0.05 |
Female | 261 | 2 | 0.8 | ||
Sheep | Male | 105 | 1 | 1 | 0.04 |
Female | 98 | 6 | 6.1 | ||
Cattle | Male | 120 | 2 | 1.7 | 0.05 |
Female | 86 | 6 | 7 |
Species | Age | Examined | Positive | Prevalence % | Fisher Exact Test (p Value) |
---|---|---|---|---|---|
Buffaloes | ≤2 Years | 85 | 2 | 2.3 | 0.04 |
2–4 Years | 74 | 2 | 2.7 | ||
≥4 Years | 75 | 8 | 10.8 | ||
Cattles | ≤2 Years | 60 | 0 | 0 | 0.01 |
2–4 Years | 68 | 1 | 1.5 | ||
≥4 Years | 78 | 7 | 9.0 | ||
Sheep | ≤1.5 Years | 78 | 1 | 1.3 | 0.05 |
1.6–3 Years | 69 | 1 | 1.4 | ||
≥3 Years | 56 | 5 | 8.9 | ||
Goats | ≤1.5 Years | 168 | 3 | 1.8 | 0.04 |
1.6–3 Years | 144 | 0 | 0 | ||
≥3 Years | 128 | 5 | 3.9 |
Species | Variable | Factors | Odd Ratio | p Value | 95% CI |
---|---|---|---|---|---|
Buffalo | Gender | Male | 0.138 | 0.007 | 0.033–0.578 |
Female | Ref. | ||||
Age | ≤2 Years | 0.099 | 0.006 | 0.019–0.522 | |
2–4 Years | 0.127 | 0.015 | 0.024–0.665 | ||
≥4 Years | Ref. | ||||
Cattle | Gender | Male | 0.114 | 0.013 | 0.020–0.633 |
Female | Ref. | ||||
Age | ≤2 Years | −20.324 | 0.001 | 1.490–009 | |
2–4 Years | 0.059 | 0.012 | 0.007–534 | ||
≥4 Years | Ref. | ||||
Goat | Gender | Male | 93.193 | 0 | 9.850–881.74 |
Female | Ref. | ||||
Age | ≤1.5 Years | 0.019 | 0 | 0.002–0.157 | |
1.6–3 Years | −23.941 | 0 | 4.005–011 | ||
≥3 Years | Ref. | ||||
Sheep | Gender | Male | 0.101 | 0.08 | 0.008–1.337 |
Female | Ref. | ||||
Age | ≤1.5 Years | 0.515 | 0.61 | 0.038–7.05 | |
1.6–3 Years | 0.102 | 0.04 | 0.011–0.919 | ||
≥3 Years | Ref. |
Host | Districts | Tehsil | Name of Village | Number Examined | Number Positive | Seroprevalence (%) |
---|---|---|---|---|---|---|
Goats | Kasur | Pattoki | Kot Bhudhar Khan | 41 | 1 | 2.4 |
Kot Saring Wala | 31 | 1 | 3.2 | |||
Kot Booti Chudhary | 31 | 0 | 0.0 | |||
Kot Fazal Din | 34 | 1 | 2.9 | |||
Kot Jan Muhammad | 35 | 0 | 0.0 | |||
Lakho Dair | 32 | 1 | 3.1 | |||
Blair | 36 | 1 | 2.7 | |||
Habib Abad | 35 | 0 | 0.0 | |||
Chunian | Chunian | 34 | 0 | 0.0 | ||
Okara | Renala Khurd | Renala Khurd | 31 | 1 | 3.2 | |
Akthar Abad | 34 | 1 | 2.9 | |||
Lahore | Lahore | Manga Mandi | 34 | 0 | 0.0 | |
Faisalabad | Faisalabad | Dijkot | 32 | 1 | 3.1 | |
Sheep | Kasur | Pattoki | Kot Shair Khan | 29 | 1 | 3.4 |
Hanjray Kalan | 24 | 0 | 0.0 | |||
Kot Fazal Din | 29 | 1 | 3.4 | |||
Habib Abad | 27 | 0 | 0.0 | |||
Okara | Renala Khurd | Renala Khurd | 28 | 2 | 7.1 | |
Akthar Abad | 24 | 1 | 4.1 | |||
Lahore | Lahore | Manga Mandi | 26 | 1 | 3.8 | |
Faisalabad | Faisalabad | Dijkot | 16 | 1 | 6.2 | |
Buffaloes | Kasur | Pattoki | Munday Kay | 27 | 1 | 3.7 |
Chunian | Chunian | 28 | 2 | 7.1 | ||
Okara | Renala Khurd | Renala Khurd | 27 | 0 | 0.0 | |
Akthar Abad | 33 | 2 | 6 | |||
Lahore | Lahore | Manga Mandi | 32 | 2 | 6.3 | |
Faisalabad | Faisalabad | Dijkot | 23 | 1 | 4.4 | |
Chak 64 JB | 33 | 2 | 9.1 | |||
Makkuana | 31 | 2 | 6.5 | |||
Cattle | Kasur | Pattoki | Lakho Dair | 25 | 1 | 4 |
Shakim | 24 | 1 | 4.2 | |||
Buruj Mahalum | 20 | 0 | 0.0 | |||
Jagu Wala Chak 40 | 22 | 1 | 4.5 | |||
Okara | Renala Khurd | Akthar Abad | 25 | 1 | 4 | |
Lahore | Lahore | Manga Mandi | 26 | 1 | 3.8 | |
Faisalabad | Faisalabad | Dijkot | 24 | 1 | 7.1 | |
Chak 64 JB | 21 | 1 | 4.7 | |||
Makkuana | 19 | 1 | 5.2 |
References | Region | Species | Prevalence | Diagnostic Method |
---|---|---|---|---|
[25] | Potohar Plateau | Bovines | 6.3% by RBPT, out of 170 positive samples, 52.4% positive for qRT-PCR, 6.7% positive in MRT. | RBPT, MRT, culturing and qRT-PCR |
[26] | Potohar Plateau | Bovines | 6.9% (Cattle) and 6.6% (Buffalo). | MRT |
[27] | Potohar Plateau including Rawat, Islamabad and Kherimurat | Small Ruminants | 8.6% by RBPT, 9.4% by MRT and out of 24 positive samples 18 (75%) by qRT-PCR. | RBPT, MRT and qRT-PCR |
[24] | Kasur, Okara, Faisalabad and Lahore districts | Bovines and Ovines | 3.23% by RBPT and qRT-PCR. | RBPT and qRT-PCR |
[28] | Mirpur and Azad Kashmir | Bovines and Ovines | 8.6% by RBPT and 6.87% by ELISA. | RBPT and ELISA |
[29] | Pattoki and Karachi regions | Birds, and Wild Animals | 11.1% by RBPT. | RBPT |
[20] | Potohar Plateau | Cattle | 5.01% by RBPT, 4.76% by SAT, and 3.25% by qRT-PCR. | RBPT, SAT, qRT-PCR |
[30] | Faisalabad and Bahawalpur | Canines and Livestock | 37.6% by SAT in Dogs, 4.9% in livestock by ELISA, and 1% by PCR. | SAT, ELISA, and PCR |
[31] | Jhang, Chiniot and Bhakkar | Camel | 5% by RBPT, 2% by CELISA, and 1.5% by PCR. | RBPT, CELISA and PCR |
[32] | Hyderabad district | Cattles and Buffaloes | 31.88% and 47.19% observed in cattle and buffalo, respectively, by MRT. | MRT |
[33] | Faisalabad | Horses | 20.7% by RBPT and 17.7% by SAT. | RBPT and SAT |
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Saeed, U.; Ali, S.; Latif, T.; Rizwan, M.; Attaullah; Iftikhar, A.; Ghulam Mohayud Din Hashmi, S.; Khan, A.U.; Khan, I.; Melzer, F.; et al. Prevalence and Spatial Distribution of Animal Brucellosis in Central Punjab, Pakistan. Int. J. Environ. Res. Public Health 2020, 17, 6903. https://doi.org/10.3390/ijerph17186903
Saeed U, Ali S, Latif T, Rizwan M, Attaullah, Iftikhar A, Ghulam Mohayud Din Hashmi S, Khan AU, Khan I, Melzer F, et al. Prevalence and Spatial Distribution of Animal Brucellosis in Central Punjab, Pakistan. International Journal of Environmental Research and Public Health. 2020; 17(18):6903. https://doi.org/10.3390/ijerph17186903
Chicago/Turabian StyleSaeed, Usama, Shahzad Ali, Tooba Latif, Muhammad Rizwan, Attaullah, Anam Iftikhar, Syed Ghulam Mohayud Din Hashmi, Aman Ullah Khan, Iahtasham Khan, Falk Melzer, and et al. 2020. "Prevalence and Spatial Distribution of Animal Brucellosis in Central Punjab, Pakistan" International Journal of Environmental Research and Public Health 17, no. 18: 6903. https://doi.org/10.3390/ijerph17186903
APA StyleSaeed, U., Ali, S., Latif, T., Rizwan, M., Attaullah, Iftikhar, A., Ghulam Mohayud Din Hashmi, S., Khan, A. U., Khan, I., Melzer, F., El-Adawy, H., & Neubauer, H. (2020). Prevalence and Spatial Distribution of Animal Brucellosis in Central Punjab, Pakistan. International Journal of Environmental Research and Public Health, 17(18), 6903. https://doi.org/10.3390/ijerph17186903