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Dynamic alterations of locomotor activity and the microbiota in zebrafish larvae with low concentrations of lead exposure

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Abstract

Lead (Pb) is a ubiquitous heavy metal associated with developmental and behavioral disorders. The establishment of pioneer microbiota overlaps with the development of the brain during early life, and Pb-induced developmental neurotoxicity may be partially caused by early-life microbiota dysbiosis. This study investigated the locomotor activity and the microbiota in developing zebrafish at multiple developmental time points (five days post fertilization [5 dpf], 6 dpf, and 7 dpf) under exposure to low concentrations of lead (0.05 mg/L). Time-dependent reductions in the number of activities and the average movement distance of larvae compared to the control were observed following Pb exposure. Furthermore, Pb exposure significantly altered the composition of the gut microbiota of zebrafish larvae. At the phylum level, the abundance of Proteobacteria decreased from 5 to 7 dpf, while that of Actinobacteria increased in the control groups. At the class level, the proportion of Alphaproteobacteria decreased, while that of Actinobacteria increased in the control groups. Notably, all showed the opposite trend in Pb groups. A correlation analysis between indices of locomotor activity and microbial communities revealed genus-level features that were clearly linked to the neurobehavioral performance of zebrafish. Seven genera were significantly correlated with the two performance indicators of the locomotion analysis, namely Rhodococcus, Deinococcus, Bacillus, Bosea, Bradyrhizobium, Staphylococcus, and Rhizobium. Rhizobium was dominant in zebrafish and increased in the Pb groups in a time-dependent manner. In addition, the expression levels of bdnf, trkb1, trkb2, and p75ntr changed in zebrafish from 5 to 7 dpf under Pb exposure. Collectively, these results suggest that Pb-induced neurotoxicity could potentially be treated by targeting the gut microbiota.

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References

  • Anand SK, Mondal AC (2020) Neuroanatomical distribution and functions of brain-derived neurotrophic factor in zebrafish (Danio rerio) brain. J Neurosci Res 98(5):754–763

    Article  CAS  Google Scholar 

  • Barouei J, Moussavi M, Hodgson DM (2012) Effect of maternal probiotic intervention on HPA axis, immunity and gut microbiota in a rat model of irritable bowel syndrome. PLoS One 7(10):e46051

    Article  CAS  Google Scholar 

  • Bartman T et al (2004) Early myocardial function affects endocardial cushion development in zebrafish. PLoS Biol 2(5):E129

    Article  Google Scholar 

  • Bihaqi SW et al (2014) Infantile postnatal exposure to lead (Pb) enhances tau expression in the cerebral cortex of aged mice: relevance to AD. Neurotoxicology 44:114–120

    Article  CAS  Google Scholar 

  • Caito S, Aschner M (2017) Developmental Neurotoxicity of Lead. Adv Neurobiol 18:3–12

    Article  Google Scholar 

  • Cantas L et al (2012) Culturable gut microbiota diversity in zebrafish. Zebrafish 9(1):26–37

    Article  CAS  Google Scholar 

  • Catron TR et al (2019) Host Developmental Toxicity of BPA and BPA Alternatives Is Inversely Related to Microbiota Disruption in Zebrafish. Toxicol Sci 167(2):468–483

    Article  CAS  Google Scholar 

  • Chen YH, Ma ZQ, Watkins SM (2021) Effects of individual and neighborhood characteristics on childhood blood lead testing and elevated blood lead levels, a Pennsylvania birth cohort analysis. J Prim Care Community Health 12:21501327211017780. https://doi.org/10.1177/21501327211017780

  • Cohen-Cory S et al (2010) Brain-derived neurotrophic factor and the development of structural neuronal connectivity. Dev Neurobiol 70(5):271–288

    Article  CAS  Google Scholar 

  • Colucci-D’Amato L, Speranza L, Volpicelli F (2020) Neurotrophic factor BDNF, physiological functions and therapeutic potential in depression, neurodegeneration and brain cancer. Int J Mol Sci 21(20):7777. https://doi.org/10.3390/ijms21207777

  • Cronin A, Grealy M (2017) Neuroprotective and Neuro-restorative Effects of Minocycline and Rasagiline in a Zebrafish 6-Hydroxydopamine Model of Parkinson’s Disease. Neuroscience 367:34–46

    Article  CAS  Google Scholar 

  • Devlin P, Cao X, Stanfill AG (2021) Genotype-expression interactions for BDNF across human brain regions. BMC Genomics 22(1):207

    Article  CAS  Google Scholar 

  • Douros K et al (2017) Prenatal Maternal Stress and the Risk of Asthma in Children. Front Pediatr 5:202

    Article  Google Scholar 

  • Dubois NE, Gregory KE (2016) Characterizing the Intestinal Microbiome in Infantile Colic: Findings Based on an Integrative Review of the Literature. Biol Res Nurs 18(3):307–315

    Article  CAS  Google Scholar 

  • Fan W et al (2013) Diversity of the intestinal microbiota in different patterns of feeding infants by Illumina high-throughput sequencing. World J Microbiol Biotechnol 29(12):2365–2372

    Article  Google Scholar 

  • Gui D et al (2017) Spatiotemporal Trends of Heavy Metals in Indo-Pacific Humpback Dolphins (Sousa chinensis) from the Western Pearl River Estuary, China. Environ Sci Technol 51(3):1848–1858

    Article  CAS  Google Scholar 

  • Gundacker C et al (2021) Lead (Pb) and neurodevelopment: A review on exposure and biomarkers of effect (BDNF, HDL) and susceptibility. Int J Hyg Environ Health 238:113855

    Article  CAS  Google Scholar 

  • Hofer M et al (1990) Regional distribution of brain-derived neurotrophic factor mRNA in the adult mouse brain. Embo J 9(8):2459–2464

    Article  CAS  Google Scholar 

  • Humbel F et al (2020) Association of Alterations in Intestinal Microbiota With Impaired Psychological Function in Patients With Inflammatory Bowel Diseases in Remission. Clin Gastroenterol Hepatol 18(9):2019-2029.e11

    Article  CAS  Google Scholar 

  • Ibrahim AM, Chauhan L, Bhardwaj A, Sharma A, Fayaz F, Kumar B, Alhashmi M, AlHajri N, Alam MS, Pottoo FH (2022) Brain-derived neurotropic factor in neurodegenerative disorders. Biomedicines 10(5):1143. https://doi.org/10.3390/biomedicines10051143

  • Indiani C et al (2018) Childhood Obesity and Firmicutes/Bacteroidetes Ratio in the Gut Microbiota: A Systematic Review. Child Obes 14(8):501–509

    Article  Google Scholar 

  • Jakubowski M (2011) Low-level environmental lead exposure and intellectual impairment in children–the current concepts of risk assessment. Int J Occup Med Environ Health 24(1):1–7

    Article  Google Scholar 

  • Ji X et al (2021) Protective Effect of Chlorogenic Acid and Its Analogues on Lead-Induced Developmental Neurotoxicity Through Modulating Oxidative Stress and Autophagy. Front Mol Biosci 8:655549

    Article  CAS  Google Scholar 

  • Jiang R et al (2022) Gut microbiota is involved in the antidepressant effects of adipose-derived mesenchymal stem cells in chronic social defeat stress mouse model. Psychopharmacology 239(2):533–549

    Article  CAS  Google Scholar 

  • Kumar A, Kumar A, M M S CP, Chaturvedi AK, Shabnam AA, Subrahmanyam G, Mondal R, Gupta DK, Malyan SK, S Kumar S, A Khan S, Yadav KK (2020) Lead toxicity: health hazards, influence on food chain, and sustainable remediation approaches. Int J Environ Res Public Health 17(7):2179. https://doi.org/10.3390/ijerph17072179

  • Levraud JP, Rawls JF, Clatworthy AE (2022) Using zebrafish to understand reciprocal interactions between the nervous and immune systems and the microbial world. J Neuroinflammation 19(1):170

    Article  Google Scholar 

  • Lin PY, Kavalali ET, Monteggia LM (2018) Genetic Dissection of Presynaptic and Postsynaptic BDNF-TrkB Signaling in Synaptic Efficacy of CA3-CA1 Synapses. Cell Rep 24(6):1550–1561

    Article  CAS  Google Scholar 

  • Liu J et al (2022a) The role of ambra1 in Pb-induced developmental neurotoxicity in zebrafish. Biochem Biophys Res Commun 594:139–145

    Article  CAS  Google Scholar 

  • Liu M, Liu R, Wang R, Ba Y, Yu F, Deng Q, Huang H (2022b) Lead-induced neurodevelopmental lesion and epigenetic landscape: implication in neurological disorders. J Appl Toxicol 43(9):1256–1271. https://doi.org/10.1002/jat.4419

  • Lu C et al (2021) Coccidia-Microbiota Interactions and Their Effects on the Host. Front Cell Infect Microbiol 11:751481

    Article  CAS  Google Scholar 

  • Lucini C, D'Angelo L, Cacialli P, Palladino A, de Girolamo P (2018) BDNF, brain, and regeneration: insights from Zebrafish. Int J Mol Sci 19(10):3155. https://doi.org/10.3390/ijms19103155

  • Malavika L et al (2022) Risk Factors for Lead Toxicity and its Effect on Neurobehavior in Indian Children. Indian J Clin Biochem 37(3):294–302

    Article  CAS  Google Scholar 

  • Maximino C, Lima MG, Oliveira KR, Batista Ede J, Herculano AM (2013) “Limbic associative” and “autonomic” amygdala in teleosts: a review of the evidence. J Chem Neuroanat 8–49:1-13. https://doi.org/10.1016/j.jchemneu.2012.10.001

  • McLean C, Jun S, Kozyrskyj A (2019) Impact of maternal smoking on the infant gut microbiota and its association with child overweight: a scoping review. World J Pediatr 15(4):341–349

    Article  Google Scholar 

  • Meyer DN et al (2020) Developmental exposure to Pb(2+) induces transgenerational changes to zebrafish brain transcriptome. Chemosphere 244:125527

    Article  CAS  Google Scholar 

  • Michels N et al (2019) Gut microbiome patterns depending on children’s psychosocial stress: Reports versus biomarkers. Brain Behav Immun 80:751–762

    Article  Google Scholar 

  • Ning J et al (2022) Investigating Casual Associations Among Gut Microbiota, Metabolites, and Neurodegenerative Diseases: A Mendelian Randomization Study. J Alzheimers Dis 87(1):211–222

    Article  CAS  Google Scholar 

  • Notarbartolo V et al (2022) Composition of Human Breast Milk Microbiota and Its Role in Children’s Health. Pediatr Gastroenterol Hepatol Nutr 25(3):194–210

    Article  Google Scholar 

  • Peterson SM, Zhang J, Freeman JL (2013) Developmental reelin expression and time point-specific alterations from lead exposure in zebrafish. Neurotoxicol Teratol 38:53–60

    Article  CAS  Google Scholar 

  • Rozen S, Skaletsky H (2000) Primer3 on the WWW for general users and for biologist programmers. Methods Mol Biol 132:365–386

    CAS  Google Scholar 

  • Shi M et al (2023) EA participates in pain transition through regulating KCC2 expression by BDNF-TrkB in the spinal cord dorsal horn of male rats. Neurobiol Pain 13:100115

    Article  CAS  Google Scholar 

  • Stansfield KH et al (2012) Dysregulation of BDNF-TrkB signaling in developing hippocampal neurons by Pb(2+): implications for an environmental basis of neurodevelopmental disorders. Toxicol Sci 127(1):277–295

    Article  CAS  Google Scholar 

  • Stevens EJ, Bates KA, King KC (2021) Host microbiota can facilitate pathogen infection. PLoS Pathog 17(5):e1009514

    Article  CAS  Google Scholar 

  • Stewart AM et al (2013) Perspectives on experimental models of serotonin syndrome in zebrafish. Neurochem Int 62(6):893–902

    Article  CAS  Google Scholar 

  • Tu H et al (2018) Role of neurexin2a in lead-induced locomotor defect in developing zebrafish. Aquat Toxicol 194:167–175

    Article  CAS  Google Scholar 

  • Wang Y et al (2022) Intestinal Microflora Changes in Patients with Mild Alzheimer’s Disease in a Chinese Cohort. J Alzheimers Dis 88(2):563–575

    Article  CAS  Google Scholar 

  • Yang Y Chen T, Zhang X, Wang X (2021) Age-related functional changes of intestinal flora in rats. FEMS Microbiol Lett 368(10):fnab051. https://doi.org/10.1093/femsle/fnab051

  • Yi W et al (2023) Effects of urban particulate matter on gut microbiome and partial schizophrenia-like symptoms in mice: Evidence from shotgun metagenomic and metabolomic profiling. Sci Total Environ 857(Pt 1):159305

    Article  CAS  Google Scholar 

  • Zarrin F et al (2022) The Effect of Time-Dependence of 10 Hz Electromagnetic Field on Spatial Learning and Memory in Rats. J Lasers Med Sci 13:e64

    Article  Google Scholar 

  • Zhang J et al (2011) Decreased axonal density and altered expression profiles of axonal guidance genes underlying lead (Pb) neurodevelopmental toxicity at early embryonic stages in the zebrafish. Neurotoxicol Teratol 33(6):715–720

    Article  CAS  Google Scholar 

  • Zhang W et al (2021) Preliminary evidence for an influence of exposure to polycyclic aromatic hydrocarbons on the composition of the gut microbiota and neurodevelopment in three-year-old healthy children. BMC Pediatr 21(1):86

    Article  CAS  Google Scholar 

  • Zhang X et al (2022) Chicken jejunal microbiota improves growth performance by mitigating intestinal inflammation. Microbiome 10(1):107

    Article  CAS  Google Scholar 

  • Zhao H et al (2022) Alterations and Mechanism of Gut Microbiota in Graves’ Disease and Hashimoto’s Thyroiditis. Pol J Microbiol 71(2):173–189

    Article  Google Scholar 

  • Zheng R et al (2021) Intestinal response characteristic and potential microbial dysbiosis in digestive tract of Bufo gargarizans after exposure to cadmium and lead, alone or combined. Chemosphere 271:129511

    Article  CAS  Google Scholar 

  • Zhou Y et al (2021a) Bis(2-ethylhexyl)-tetrabromophthalate induces zebrafish obesity by altering the brain-gut axis and intestinal microbial composition. Environ Pollut 290:118127

    Article  CAS  Google Scholar 

  • Zhou Y et al (2021b) Intrauterine antibiotic exposure affected neonatal gut bacteria and infant growth speed. Environ Pollut 289:117901

    Article  CAS  Google Scholar 

Download references

Funding

This work was supported by grants from the National Natural Science Foundation of China (no. 81973071, 81773473 to XM) and Medical Science and Technology Research Foundation of Guangdong Province, China (no. A2021195 to YX).

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Contributions

Yuan Xia: methodology and writing—original draft and editing. Ziyi Li.: methodology. Chunyu Wang: methodology. Xiaoshun Zhang: methodology. Junyi Li: writing—original draft. Qin Zhou: methodology. Jian Yang: methodology and writing—original draft. Qingsong Chen: conceptualization and supervision. Xiaojing Meng: conceptualization and supervision. Junyi Wang: conceptualization, supervision, and writing—review and editing. All authors have read and agreed to the published version of the manuscript.

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Correspondence to Junyi Wang.

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All zebrafish work was approved by the Ethical Review Committee of Southern Medical University, China.

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Our study did not involve humans.

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The authors confirmed that the work described has not been published before. The authors agreed the publication in the Journal of Environmental Science and Pollution Research.

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Responsible Editor: Wei Liu

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Synopsis: BDNF signaling was identified as the link between the microbiota and behavior under Pb exposure. The bacteria Rhizobium could be a biomarker for Pb exposure and neurotoxicity.

Highlights

• Pb exposure induced alterations of locomotor activities and microbiota in zebrafish.

• BDNF signaling was the link between the microbiota and behavior with Pb exposure.

Rhizobium could be a biomarker for Pb exposure and neurotoxicity.

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Xia, Y., Li, Z., Wang, C. et al. Dynamic alterations of locomotor activity and the microbiota in zebrafish larvae with low concentrations of lead exposure. Environ Sci Pollut Res 31, 2042–2052 (2024). https://doi.org/10.1007/s11356-023-31279-w

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