Effects of Tobacco Consumption and Anxiety or Depression during Pregnancy on Maternal and Neonatal Health
Abstract
:1. Introduction
2. Materials and Methods
2.1. Procedure and Participants
2.2. Measures
2.2.1. Socio-Demographic, Health and Tobacco Consumption Information
2.2.2. Consumption Status
2.2.3. Anxiety
2.2.4. Depression
2.3. Data Analysis
3. Results
3.1. Participant Sociodemographic Characteristics
3.2. Associations between Tobacco Consumption, Anxiety or Depression, and Sociodemographic Characteristics
3.3. Associations between Tobacco Consumption and Anxiety or Depression
3.4. Associations between Tobacco Consumption, Anxiety or Depression, and the Mother’s and the Neonate’s Health
3.5. Interaction Effects between Tobacco Consumption Status and Anxiety or Depression on the Health of Mothers and Neonates
4. Discussion
5. Conclusions
Author Contributions
Funding
Acknowledgments
Conflicts of Interest
References
- Homer, L.; Bernard, C.; Collet, M. Management and outcomes of pregnancies complicated by preterm premature rupture of membranes before 26 weeks of gestation. Gynécol. Obstet. Fertil. 2014, 42, 71–77. [Google Scholar] [CrossRef]
- Héquet, D.; Ricbourg, A.; Sebbag, D.; Rossignol, M.; Lubrano, S.; Barranger, E. Placenta accreta: Screening, management and complications. Gynécol. Obstet. Fertil. 2013, 41, 31–37. [Google Scholar] [CrossRef]
- Phelan, S. Smoking cessation in pregnancy. Obstet. Gynecol. Clin. N. Am. 2014, 41, 255–266. [Google Scholar] [CrossRef]
- Shobeiri, F.; Jenabi, E. Smoking and placenta previa: A meta-analysis. J. Matern. Fetal Neonatal Med. 2017, 30, 2985–2990. [Google Scholar] [CrossRef]
- Escobar-Padilla, B.; Perez-López, C.A.; Martínez-Puon, H. Risk factors and clinical features of ectopic pregnancy. Rev. Med. Inst. Mex. Seguro Soc. 2017, 55, 278–285. [Google Scholar] [PubMed]
- Hyland, A.; Piazza, K.; Hovey, K.; Ockene, J.; Andrews, C.; Rivard, C.; Wactawski-Wende, J. Associations of lifetime active and passive smoking with spontaneous abortion, stillbirth and tubal ectopic pregnancy: A cross-sectional analysis of historical data from the women´s health initiative. Tob. Control 2015, 24, 328–335. [Google Scholar] [CrossRef]
- U.S. Department of Health and Human Services. The Health Consequences of Smoking—50 Years of Progress: A Report of the Surgeon General; U.S. Department of Health and Human Services: Rockville, MD, USA, 2014.
- Lee, S.W.; Han, Y.J.; Cho, D.H.; Kwak, H.S.; Ko, K.; Park, M.H.; Han, J.Y. Smoking exposure in early pregnancy and adverse pregnancy outcomes: Usefulness of Urinary Tobacco-Specific Nitrosamine Metabolite 4-(Methylnitrosamino)-1-(3-Pyridyl)-1-Butanol Levels. Gynecol. Obstet. Investig. 2018, 83, 365–374. [Google Scholar] [CrossRef]
- Levy, D.; Jiang, M.; Szklo, A.; Almeida, L.M.; Autran, M.; Bloch, M. Smoking and adverse maternal and child health outcomes in Brazil. Nicotine Tob. Res. 2013, 15, 1797–1804. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Ion, R.; Bernal, A.L. Smoking and preterm birth. Reprod. Sci. 2015, 22, 918–926. [Google Scholar] [CrossRef] [PubMed]
- U.S. Department of Health and Human Services. Women and Smoking: A Report of the Surgeon General; U.S. Department of Health and Human Services: Rockville, MD, USA, 2001.
- Timur, S.; Hotun, N.; Omac, M. Maternal smoking and newborn sex, birth weight and breastfeeding: A population-based study. J. Matern. Fetal Neonatal Med. 2017, 30, 2545–2550. [Google Scholar] [CrossRef]
- Bruin, J.E.; Gerstein, H.C.; Holloway, A.C. Long-term consequences of fetal and neonatal nicotine exposure: A critical review. Toxicol. Sci. 2010, 116, 364–374. [Google Scholar] [CrossRef] [Green Version]
- Jaddoe, V.; van Duijn, C.; van der Heiden, A.; Makenbach, J.; Moll, H.; Steegers, E.; Hofman, A. The Generation R Study: Design and cohort update 2010. Eur. J. Epidemiol. 2010, 25, 823–841. [Google Scholar] [CrossRef]
- Bayrampour, H.; McDonald, S.; Tough, S. Risk factors of transient and persistent anxiety during pregnancy. Midwifery 2015, 31, 582–589. [Google Scholar] [CrossRef]
- Diego, M.; Field, T.; Hernandez-Reif, M.; Cullen, C.; Schanberg, S.; Kuhn, C. Prepartum, postpartum, and chronic depression effects on newborns. Psychiatry 2009, 67, 63–80. [Google Scholar] [CrossRef]
- Ding, X.X.; Wu, Y.L.; Xu, S.J.; Zhu, R.P.; Jia, X.M.; Zhang, S.F.; Huang, K.; Zhu, P.; Hao, J.H.; Tao, F.B. Maternal anxiety during pregnancy and adverse birth outcomes: A systematic review and meta-analysis of prospective cohort studies. J. Affect. Disord. 2014, 159, 103–110. [Google Scholar] [CrossRef]
- Kelly, R.; Russo, J.; Holt, V.; Danielsen, B.; Zatzick, D.; Walker, E.; Katon, W. Psychiatric and substance use disorders as risk factors for low birth weight and preterm delivery. Obstet. Gynecol 2002, 100, 297–304. [Google Scholar] [CrossRef]
- Alder, J.; Fink, N.; Bitzer, J.; Hösli, L.; Holzgreve, W. Depression and anxiety during pregnancy: A risk factor for obstetric, fetal and neonatal outcome? A critical review of the literature. J. Matern. Fetal Neonatal Med. 2007, 20, 189–209. [Google Scholar] [CrossRef] [PubMed]
- Grote, N.; Bridge, J.; Gavin, A.; Melville, J.; Iyengar, S.; Katon, W. A meta-analysis of depression during pregnancy and the risk of preterm birth, low birth weight and intrauterine growth restriction. Arch. Gen. Psychiatry 2010, 67, 1012–1024. [Google Scholar] [CrossRef] [PubMed]
- Staneva, A.; Bogossian, F.; Pritchard, M.; Wittkoeski, A. The effects of maternal depression, anxiety and perceived stress during pregnancy on preterm birth: A systematic review. Women Birth 2015, 28, 179–193. [Google Scholar] [CrossRef]
- Liu, Y.; Murphy, S.K.; Murtha, A.P.; Fuemmeler, B.F.; Schildkraut, J.; Huang, Z.; Overcash, F.; Kurtzberg, J.; Jirtle, R.; Iversen, E.S.; et al. Depression in pregnancy, infant birth weight and DNA methylation of imprint regulatory elements. Epigenetics 2012, 7, 735–746. [Google Scholar] [CrossRef] [Green Version]
- Fransson, E.; Ortenstrand, A.; Hjelmstedt, A. Antenatal depressive symptoms and preterm birth: A prospective study of a Swedish national sample. Birth 2011, 38, 10–16. [Google Scholar] [CrossRef]
- Doktorchik, C.; Premji, S.; Slater, D.; Wiliamson, T.; Touh, S.; Patten, S. Patterns of change in anxiety and depression during pregnancy predict preterm birth. J. Affect. Disord. 2018, 227, 71–78. [Google Scholar] [CrossRef]
- Shapiro, G.D.; Séquin, J.R.; Muckle, G.; Monnier, P.; Fraser, W.D. Previous pregnancy outcomes and subsequent pregnancy anxiety in a Quebec Prospective cohort. J. Psychosom. Obstet. Gynecol. 2017, 38, 121–132. [Google Scholar] [CrossRef]
- Hauge, L.J.; Torgersen, L.; Vollrath, M. Associations between maternal stress and smoking: Findings from a population-based prospective cohort study. Addiction 2012, 107, 1168–1173. [Google Scholar] [CrossRef] [Green Version]
- Irfan, M.; Hague, A.S.; Shahzad, H.; Samani, Z.A.; Awan, S.; Khan, J.A. Reasons for failure to quit: A cross-sectional survey of tobacco use in major cities in Pakistan. Int. J. Tuberc. Lung Dis. 2016, 20, 673–678. [Google Scholar] [CrossRef]
- Míguez, M.C.; Pereira, B.; Figueiredo, B. Tobacco consumption and spontaneous quitting at the first trimester of pregnancy. Addict. Behav. 2017, 64, 111–117. [Google Scholar] [CrossRef] [Green Version]
- Mykletun, A.; Overland, S.; Edvard, L.; Liabo, H.M.; Stewart, R. Smoking in relation to anxiety and depression: Evidence from a large population survey: The HUNT study. Eur. Psychiatry 2008, 23, 77–84. [Google Scholar] [CrossRef]
- Tong, L.; Shi, H.L.; Zhang, Z.; Yuan, Y.; Xian, Z.J.; Jiang, X.X.; Xiong, X. Mediating effect of anxiety and depression on the relationship between Attention-deficit/hyperactivity disorder symptoms and smoking/drinking. Sci. Rep. 2016, 29, 21609. [Google Scholar] [CrossRef] [Green Version]
- Maxson, P.; Edwars, S.; Ingram, A.; Miranda, M.L. Psychosocial differences between smokers and non-smokers during pregnancy. Addict. Behav. 2012, 37, 153–159. [Google Scholar] [CrossRef]
- Orr, S.T.; Blazer, D.G.; Orr, C.A. Maternal prenatal depressive symptoms, nicotine addiction, and smoking-related knowledge, attitudes, beliefs, and behaviors. Matern. Child Health J. 2012, 16, 973–978. [Google Scholar] [CrossRef]
- Smedberg, J.; Lupattelli, A.; Mardby, A.C.; Overland, S.; Nordeng, H. The relationship between maternal depression and smoking cessation during pregnancy—A cross-sectional study of pregnant women from 15 European countries. Arch. Womens Ment. Health 2015, 18, 73–84. [Google Scholar] [CrossRef]
- Riaz, M.; Lewis, S.; Naughton, F.; Ussher, M. Predictors of smoking cessation during pregnancy: A systematic review and meta-analysis. Addiction 2018, 113, 610–622. [Google Scholar] [CrossRef]
- Schechter, J.; Do, E.; Zhang, J.; Hoyo, C.; Murphy, S.; Kollins, S.; Fuemmeler, B. Effect of prenatal smoke exposure on birth weight: The moderating role of maternal depressive symptoms. Nicotine Tob. Res. 2018, 267. [Google Scholar] [CrossRef] [Green Version]
- Quispel, C.; Bangma, M.; Kazemier, B.M.; Steeger, E.A.; Hoogendijk, W.J.; Papatsonis, D.; Paarlberg, K.M.; Lambregtse-Van Den Berg, M.P.; Bonsel, G.J. The role of depressive symptoms in the pathway of demographic and psychosocial risks to preterm birth and small for gestational age. Midwifery 2014, 30, 919–925. [Google Scholar] [CrossRef] [PubMed]
- Grimstad, H.; Schei, B.; Backe, B.; Jacobsen, G. Anxiety, psysical abuse and low birth weight. Scand. J. Public Health 1999, 27, 296–300. [Google Scholar] [CrossRef]
- Pavlov, M.; Steiner, N.; Kessous, R.; Weintraun, A.Y.; Sheiner, E. Obstetric and neonate outcome in patients with anxiety disorders. J. Matern. Fetal Neonatal Med. 2014, 27, 1339–1342. [Google Scholar] [CrossRef]
- Da Costa, D.; Brender, W.; Larouche, J. A prospective study of the impact of psychosocial and lifestile variables on pregnancy complications. J. Psychosom. Obstet Gynaecol. 1998, 19, 28–37. [Google Scholar] [CrossRef]
- Benjamin-Garner, R.; Stotts, A. Impact of smoking exposure change on infant birth weight among a cohort of women in a prenatal smoking cessation study. Nicotine Tob. Res. 2013, 15, 685–692. [Google Scholar] [CrossRef] [Green Version]
- Rode, L.; Kiaergaard, H.; Damm, P.; Ottensen, B.; Hegaard, H. Effect of smoking cessation on postpartum weight gain and neonatal birth weight. Obstet. Gynecol. 2013, 122, 618–625. [Google Scholar] [CrossRef]
- Schneider, S.; Huy, C.; Schütz, J.; Diehl, K. Smoking cessation during pregnancy: A systematic literature review. Drug Alcohol Rev. 2010, 29, 81–90. [Google Scholar] [CrossRef]
- Spielberger, C.D.; Gorsuch, R.L.; Lushene, R. Manual for the State-Trait Anxiety Inventory; Consulting Psychologist Press: Palo Alto, CA, USA, 1970; (Spanish version, Ediciones TEA: Madrid, 1982). [Google Scholar]
- Cox, J.L.; Holden, J.M.; Sagovsky, R. Detection of postnatal depression: Development of the 10-item Edinburgh Postnatal Depression Scale. Br. J. Psychiatry 1987, 150, 782–787. [Google Scholar] [CrossRef] [Green Version]
- Figueiredo, B.; Conde, A. Anxiety and depression in women and men from early pregnancy to 3-months postpartum. Arch. Womens Ment. Health 2011, 14, 247–255. [Google Scholar] [CrossRef]
- Vázquez, M.B.; Míguez, M.C. Validation of the Edinburgh postnatal depression scale as a screening tool for depression in Spanish pregnant women. J. Affect. Disord. 2019, 246, 515–521. [Google Scholar] [CrossRef]
- Chelchiwska, M.; Gajewska, J.; Maciejewski, T.M.; Mazur, J.; Oltarzewski, M.; Ambroszkiewicz, J. Associations between Maternal and Fetal Levels of Total Adiponectin, High Molecular Weight Adiponectin, Selected Somatomedins, and Birth Weight of Infants of Smoking and Non-Smoking Mothers. Int. J. Environ. Res. Public Health 2020, 17, 4781. [Google Scholar] [CrossRef] [PubMed]
- Míguez, M.C.; Pereira, B. Repercusiones del consumo de tabaco activo y/o pasivo en el embarazo y postparto. [Effects of active and/or passive smoking during pregnancy and the postpartum period]. Anales Pediatr. 2020, 93. [Google Scholar] [CrossRef]
- Cano, J.; Sánchez, M.; García, M.C.; Rabadán, B.; Yep, G. Tabaquismo durante el embarazo en mujeres de la Comunidad de Madrid. [Smoking during pregnancy in women of Madrid]. Prev. Table 2007, 9, 113–116. [Google Scholar]
- Martínez-Frías, M.L.; Rodríguez, E.; Bermejo, E.; Grupo Periférico del ECEMC. Consumo de tabaco durante el embarazo en España: Análisis por años, comunidades autónomas y características maternas. [Tobacco smoking during pregnancy in Spain: An analysis according to years, autonomous communities and mother characteristics]. Med. Clin. 2005, 124, 86–92. [Google Scholar] [CrossRef]
- Orton, S.; Bowker, K.; Cooper, S.; Naughton, F.; Ussher, M.; Pickett, K.; Leonardi-Bee, J.; Sutton, S.; Dhalwani, N.; Coleman, T. Longitudinal cohort survey of women’s smoking behaviour and attitudes in pregnancy: Study methods and baseline data. BMJ 2014, 4, e004915. [Google Scholar] [CrossRef]
- Balwicki, L.; Zarzecna-Baran, M.; Wierucki, L.; Jedrzejczyk, T.; Strahl, M.; Wrotkowska, M.; Goniewicz, M.L.; Zdrojewski, T. Smoking among pregnant women in small towns in Poland. Int. J. Public Health 2016, 61, 111–118. [Google Scholar] [CrossRef] [Green Version]
- Pinto, T.M.; Caldas, F.; Nogueira-Silca, C.; Figueiredo, B. Maternal depression and anxiety and fetal-neonatal growth. J. Pediatr. 2017, 93, 452–459. [Google Scholar] [CrossRef] [PubMed] [Green Version]
- Wigginton, B.; Lee, C. Stigma and hostility towards pregnant smokers: Does individuating information reduce the effect? Psychol. Health 2013, 28, 862–873. [Google Scholar] [CrossRef] [PubMed]
- Míguez, M.C.; Pereira, B. Prevalence of smoking in pregnancy: Optimization of the diagnosis. Med. Clín. 2018, 151, 124–125. [Google Scholar] [CrossRef]
Socio-Demographic Characteristics | Mothers (N = 807) | Consumption Status | Anxiety | Depression | |||||||
---|---|---|---|---|---|---|---|---|---|---|---|
% | Continuous Smoker n = 128 | Continuous Quitter n = 98 | Non- Smoker n = 581 | χ2 | Anxiety n = 57 | No Anxiety n = 750 | χ2 | Depression n = 81 | No Depression n = 726 | χ2 | |
Age | 1.56 | 0.10 | 0.64 | ||||||||
18–34 | 63.3 | 64.8 | 68.4 | 62.1 | 61.4 | 63.5 | 59.3 | 63.8 | |||
≥35 | 36.7 | 35.2 | 31.6 | 37.9 | 38.6 | 36.5 | 40.7 | 36.2 | |||
Marital status | 7.71 * | 8.33 * | 22.26 *** | ||||||||
Single/divorced | 16.2 | 24.2 | 17.3 | 14.3 | 29.8 | 15.2 | 34.6 | 14.2 | |||
Married/living with partner | 83.8 | 75.8 | 82.7 | 85.7 | 70.2 | 84.8 | 65.4 | 85.8 | |||
Parity | 10.35 * | 0.56 | 3.34 | ||||||||
Primiparous | 65.9 | 68.0 | 79.6 | 63.2 | 61.4 | 66.3 | 56.8 | 66.9 | |||
Multiparous | 34.1 | 32.0 | 20.4 | 36.8 | 38.6 | 33.7 | 43.2 | 33.1 | |||
Educational level | 55.74 *** | 1.50 | 6.99 * | ||||||||
Non-university (≤12 years) | 46.6 | 75.8 | 50.0 | 39.6 | 54.4 | 46.0 | 60.5 | 45.0 | |||
University (>12 years) | 53.4 | 24.2 | 50.0 | 60.4 | 45.6 | 54.0 | 39.5 | 55.0 | |||
Professional status | 7.31 * | 0.39 | |||||||||
Unemployed | 29.1 | 39.1 | 26.5 | 27.4 | 31.6 | 28.9 | 0.18 | 32.1 | 28.8 | ||
Employed | 70.9 | 60.9 | 73.5 | 72.6 | 68.4 | 71.1 | 67.9 | 71.2 | |||
Socioeconomic level | 9.35 * | 0.98 | 0.01 | ||||||||
Medium-low | 62.8 | 73.5 | 70.1 | 59.6 | 69.2 | 62.3 | 64.4 | 62.7 | |||
Medium-high | 37.2 | 26.5 | 29.9 | 40.4 | 30.8 | 37.7 | 35.6 | 37.3 |
Health Complications | Consumption Status | Anxiety | Depression | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Continuous Smoker (1) | Continuous Quitter (2) | Non-Smoker (3) | χ2 | Group Comparisons | Anxiety | No Anxiety | χ2 | Depression | No Depression | χ2 | Total | |
Pregnancy complications | 21.1 | 9.2 | 12.4 | 8.55 * | 1 > 2,3 | 15.8 | 13.2 | 0.31 | 21.0 | 12.5 | 4.49 * | 13.4 |
Delivery complications | 27.3 | 13.3 | 8.3 | 36.64 *** | 1 > 2,3 | 19.3 | 11.3 | 3.2 * | 9.9 | 12.1 | 0.35 | 11.9 |
Neonatal health complications | 12.5 | 10.2 | 6.0 | 7.41 * | 1 > 3 | 7.0 | 7.6 | 0.03 | 6.2 | 7.7 | 0.25 | 7.6 |
Health Complications | Continuous Smoker | Continuous Quitter | Non-Smoker | |||||
---|---|---|---|---|---|---|---|---|
Anxiety n = 19 (1) | No Anxiety n = 109 (2) | Anxiety n = 8 (3) | No Anxiety n = 90 (4) | Anxiety n = 30 (5) | No Anxiety n = 551 (6) | χ2 | Group Comparison | |
Pregnancy complications | 26.3 | 20.2 | 25.0 | 8.9 | 10.0 | 12.5 | 9.31 | |
Delivery complications | 52.6 | 22.0 | 12.5 | 13.3 | 3.3 | 8.7 | 49.71 *** | 1 > 2,3,4,5,6 2 > 6 2,3,4 > 5 |
Neonatal health complications | 21.1 | 11.0 | 12.5 | 11.1 | 3.2 | 6.4 | 12.69 * | 1 > 5,6 |
Health Complications | Depression n = 24 (1) | No Depression n = 104 (2) | Depression n = 9 (3) | No Depression n = 89 (4) | Depression n = 48 (5) | No Depression n = 533 (6) | χ2 | Group Comparison |
Pregnancy complications | 25.0 | 20.2 | 22.2 | 9.0 | 20.8 | 11.6 | 12.18 * | 2 > 4,6 |
Delivery complications | 25.0 | 26.9 | 11.1 | 13.5 | 2.1 | 9.0 | 35.22 *** | 1 > 5,6 4 > 5 |
Neonatal health complications | 8.3 | 13.5 | 11.1 | 11.2 | 8.3 | 6.0 | 9.63 |
Continuous Smoker | Continuous Quitter | Non-Smoker | ||||||
---|---|---|---|---|---|---|---|---|
Weeks and Weight at Birth | Anxiety (1) M (SD) | No Anxiety (2) M (SD) | Anxiety (3) M (SD) | No Anxiety (4) M (SD) | Anxiety (5) M (SD) | No Anxiety (6) M (SD) | F | Group Comparison |
Weeks of gestation | 38.48 | 39.34 | 38.25 | 39.37 | 39.27 | 39.43 | 6.90 * | 1 < 6 |
(3.37) | (1.34) | (1.91) | (1.41) | (1.23) | (1.50) | |||
Birth weight | 3066.84 | 3139.08 | 3273.75 | 3296.22 | 3358.33 | 3301.39 | 0.30 | |
(546.93) | (455.64) | (526.01) | (550.85) | (623.25) | (556.25) | |||
Weeks and Weight at Birth | Depression (1) | No Depression (2) | Depression (3) | No Depression (4) | Depression (5) | No Depression (6) | F | Group Comparison |
Weeks of gestation | 38.40 | 39.11 | 38.70 | 39.38 | 39.21 | 39.44 | 6.21 * | 1 < 6 |
(1.17) | (1.95) | (1.95) | (1.40) | (1.32) | (1.50) | |||
Birth weight | 3075.77 | 3138.68 | 3321.00 | 3287.28 | 3299.58 | 3304.75 | 1.08 | |
(485.40) | (472.15) | (490.04) | (545.49) | (575.96) | (556.40) |
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. |
© 2020 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
Share and Cite
Pereira, B.; Figueiredo, B.; Pinto, T.M.; Míguez, M.C. Effects of Tobacco Consumption and Anxiety or Depression during Pregnancy on Maternal and Neonatal Health. Int. J. Environ. Res. Public Health 2020, 17, 8138. https://doi.org/10.3390/ijerph17218138
Pereira B, Figueiredo B, Pinto TM, Míguez MC. Effects of Tobacco Consumption and Anxiety or Depression during Pregnancy on Maternal and Neonatal Health. International Journal of Environmental Research and Public Health. 2020; 17(21):8138. https://doi.org/10.3390/ijerph17218138
Chicago/Turabian StylePereira, Beatriz, Bárbara Figueiredo, Tiago Miguel Pinto, and M. Carmen Míguez. 2020. "Effects of Tobacco Consumption and Anxiety or Depression during Pregnancy on Maternal and Neonatal Health" International Journal of Environmental Research and Public Health 17, no. 21: 8138. https://doi.org/10.3390/ijerph17218138
APA StylePereira, B., Figueiredo, B., Pinto, T. M., & Míguez, M. C. (2020). Effects of Tobacco Consumption and Anxiety or Depression during Pregnancy on Maternal and Neonatal Health. International Journal of Environmental Research and Public Health, 17(21), 8138. https://doi.org/10.3390/ijerph17218138