Single-cell transcriptomic insights into endosulfan-induced liver injury: Key pathways and inflammatory responses

Pan Huang , Yunmeng Bai , Chaohua Zhou , Xiaoru Zhong , Ashok Iyaswamy , Peng Chen , XuWei , Wei Zhang , Chuanbin Yang , Jigang Wang

Liver Research ›› 2025, Vol. 9 ›› Issue (2) : 144 -156.

PDF (5194KB)
Liver Research ›› 2025, Vol. 9 ›› Issue (2) :144 -156. DOI: 10.1016/j.livres.2025.05.002
Research article
research-article

Single-cell transcriptomic insights into endosulfan-induced liver injury: Key pathways and inflammatory responses

Author information +
History +
PDF (5194KB)

Abstract

Background and aims: Environmental pollutants, particularly organochlorine insecticides like endosulfan (ENDO), are increasingly linked to liver toxicity and related diseases. Despite its widespread historical use, the mechanisms underlying ENDO-induced liver damage remain poorly understood. This study aims to elucidate the cellular and molecular mechanisms of ENDO-induced hepatotoxicity.

Methods: C57BL/6 mice were exposed to ENDO for two weeks. Single-cell RNA sequencing (scRNA-seq) was subsequently performed on mouse livers to explore ENDO-induced hepatotoxicity at the single-cell level. Differentially expressed genes (DEGs) across cell types and treatments were identified and then subjected to pathway enrichment to uncover key biological processes affected by ENDO. Transcription factor (TF) regulatory network, pseudotime trajectory, and cellular communication analysis were used to explore the molecular and cellular changes after ENDO exposure.

Results: ENDO not only caused direct hepatocyte injury but also activated hepatic stellate cells and lymphocytes, triggering inflammatory responses with upregulation of multiple key chemokines and cytotoxic genes. Additionally, ENDO exposure led to the recruitment and activation of myeloid cells, contributing to the inflammatory milieu. An increase in intercellular communication and changes to the hepatic microenvironment, especially the interaction between activated hepatic stellate cells and CD8+ T cells were observed, further implicating these processes in ENDO-induced liver damage.

Conclusions: This study provides new insights into the cellular and molecular mechanisms underlying liver injury induced by organochlorine insecticides like ENDO. Key genes and pathways involved in ENDO-associated liver toxicity have been identified at a single-cell resolution. These findings suggest that altered cellular communications and inflammatory responses may play pivotal roles in the pathogenesis of ENDO-induced liver injury.

Keywords

Endosulfan (ENDO) / Liver injury / hepatotoxicity / Single-cell RNA sequencing (scRNA-seq) / Inflammatory responses / Intercellular communication / Hepatic microenvironment

Cite this article

Download citation ▾
Pan Huang, Yunmeng Bai, Chaohua Zhou, Xiaoru Zhong, Ashok Iyaswamy, Peng Chen, XuWei, Wei Zhang, Chuanbin Yang, Jigang Wang. Single-cell transcriptomic insights into endosulfan-induced liver injury: Key pathways and inflammatory responses. Liver Research, 2025, 9(2): 144-156 DOI:10.1016/j.livres.2025.05.002

登录浏览全文

4963

注册一个新账户 忘记密码

Authors' contributions

Pan Huang: Investigation, Writing eoriginal draft, review & editing. Yunmeng Bai: Methodology, Investigation, Data analysis, Methodology, Writing e review & editing. Chaohua Zhou: Con-ceptualization, Writing e review & editing, Resources. Xiaoru Zhong: Conceptualization, Writing e review & editing, Resources. Ashok Iyaswamy: Methodology, Writing e review & editing. Peng Chen: Methodology, Resources. Xu Wei: Methodology, Resources. Wei Zhang: Supervision, Conceptualization, Writing e review & editing, Finding. Chuanbin Yang: Supervision, Conceptualization, Writing e review & editing, Funding. Jigang Wang: Software, Su-pervision, Conceptualization, Writing e review & editing, Funding.

Data availability

Data are contained within the article or supplementary mate-rial. The data in the current study are available from the corre-sponding author upon request. The sequencing data reported in this study have been deposited in the OMIX, China National Center for Bioinformation/Beijing Institute of Genomics, Chinese Academy of Sciences (https://ngdc.cncb.ac.cn/omix/release/OMIX004105).

Declaration of competing interest

The authors declare that they have no conflict of interest.

Acknowledgments

The work was supported by grants from the National Key Research and Development Program of China (No. 2022YFC2303603 and 2020YFA0908004), the Shenzhen Science and Technology Program (Nos. JCYJ20220818102613029, JCYJ20240813175901003, and JCYJ20240813103823031), China Postdoctoral Science Foundation (No. 2024M752143), the Shenz-hen Medical Research Funds (No. B2302051), the Scientific and technological innovation project of China Academy of Chinese Medical Sciences (CI2023D003 and CI2023E005TS05), the CACMS Innovation Fund (CI2023E002 and ZG2024001-05), the Funda-mental Research Funds for the Central public welfare research in-stitutes (ZZ13-ZD-07, ZZ14-YQ-050, ZZ14-FL-010, ZZ14-ND-010, ZZ15-ND-10, ZZ16-ND-10-23, ZZ17-ND-10 and ZZ18-ND-10).

Appendix A. Supplementary data

Supplementary data to this article can be found online at https://doi.org/10.1016/j.livres.2025.05.002.

References

[1]

Weber J, Halsall CJ, Muir D, et al. Endosulfan, a global pesticide: a review of its fate in the environment and occurrence in the Arctic. Sci Total Environ. 2010;408:2966-2984. https://doi.org/10.1016/j.scitotenv.2009.10.077.

[2]

Menezes RG, Qadir TF, Moin A, et al. Endosulfan poisoning: an overview. J Forensic Leg Med. 2017;51:27-33. https://doi.org/10.1016/j.jflm.2017.07.008.

[3]

Eddleston M, Adhikari S, Egodage S, et al. Effects of a provincial ban of two toxic organophosphorus insecticides on pesticide poisoning hospital admissions. Clin Toxicol (Phila). 2012;50:202-209. https://doi.org/10.3109/15563650.2012.660573.

[4]

Lari SZ, Khan NA, Gandhi KN, Meshram TS, Thacker NP. Comparison of pesticide residues in surface water and ground water of agriculture intensive areas. J Environ Health Sci Eng. 2014;12:11. https://doi.org/10.1186/2052-336X-12-11.

[5]

Sharma N, Kumar A, Singh S, Kumar S, Joshi R. Multi-residue determination of pesticides in vegetables and assessment of human health risks in Western Himalayan region of India. Environ Monit Assess. 2022;194:332. https://doi.org/10.1007/s10661-022-09992-9.

[6]

Gao Y, Zheng H, Xia Y, Cai M. Global scale distribution, seasonal changes and long-range transport potentiality of endosulfan in the surface seawater and air. Chemosphere. 2020;260:127634. https://doi.org/10.1016/j.chemosphere.2020.127634.

[7]

Mrema EJ, Rubino FM, Brambilla G, Moretto A, Tsatsakis AM, Colosio C. Per-sistent organochlorinated pesticides and mechanisms of their toxicity. Tox-icology. 2013;307:74-88. https://doi.org/10.1016/j.tox.2012.11.015.

[8]

Kamijima M, Casida JE. Regional modification of [(3)H]Ethynylbicycloortho-benzoate binding in mouse brain GABA(A) receptor by endosulfan, fipronil, and avermectin B(1a). Toxicol Appl Pharmacol. 2000;163:188-194. https://doi.org/10.1006/taap.1999.8865.

[9]

Yan J, Zhu W, Wang D, Teng M, Yan S, Zhou Z. Different effects of a-endosulfan, b-endosulfan, and endosulfan sulfate on sex hormone levels, metabolic profile and oxidative stress in adult mice testes. Environ Res. 2019;169:315-325. https://doi.org/10.1016/j.envres.2018.11.028.

[10]

Silva MH, Gammon D. An assessment of the developmental, reproductive, and neurotoxicity of endosulfan. Birth Defects Res B Dev Reprod Toxicol. 2009;86: 1-28. https://doi.org/10.1002/bdrb.20183.

[11]

Saiyed H, Dewan A, Bhatnagar V, et al. Effect of endosulfan on male repro-ductive development. Environ Health Perspect. 2003;111:1958-1962. https://doi.org/10.1289/ehp.6271.

[12]

Wei J, Liu J, Zhang L, et al. Endosulfan induces cardiotoxicity through apoptosis via unbalance of pro-survival and mitochondrial-mediated apoptotic path-ways. Sci Total Environ. 2020;727:138790. https://doi.org/10.1016/j.scitotenv.2020.138790.

[13]

Kalender S, Kalender Y, Ogutcu A, Uzunhisarcikli M, Durak D, Açikgoz F. Endosulfan-induced cardiotoxicity and free radical metabolism in rats: the protective effect of vitamin E. Toxicology. 2004;202:227-235. https://doi.org/10.1016/j.tox.2004.05.010.

[14]

Dökmeci AH, Karaböga I, Güzel S, Erböga ZF, Yılmaz A. Toxicological assess-ment of low-dose bisphenol A, lead and endosulfan combination: chronic toxicity study in male rats. Environ Sci Pollut Res Int. 2022;29:10558-10574. https://doi.org/10.1007/s11356-021-16407-8.

[15]

Zhang B, Liu S, Sun Y, Xu D. Endosulfan induced kidney cell injury by modu-lating ACE2 through up-regulating miR-429 in HK-2 cells. Toxicology. 2023;484:153392. https://doi.org/10.1016/j.tox.2022.153392.

[16]

Powell EE, Wong VW, Rinella M. Non-alcoholic fatty liver disease. Lancet. 2021;397:2212-2224. https://doi.org/10.1016/S0140-6736(20)32511-3.

[17]

Wang FS, Fan JG, Zhang Z, Gao B, Wang HY. The global burden of liver disease: the major impact of China. Hepatology. 2014;60:2099-2108. https://doi.org/10.1002/hep.27406.

[18]

Bai Y, Song Y, Li M, et al. Dissection of molecular mechanisms of liver injury induced by microcystin-leucine arginine via single-cell RNA-sequencing. J Environ Sci (China). 2024;145:164-179. https://doi.org/10.1016/j.jes.2023.08.032.

[19]

Bai Y, Zhu Z, Ou J, et al. Insight into tetrabromobisphenol A-associated liver transcriptional landscape via single cell RNA sequencing. Adv Biol (Weinh). 2024;8:e2300477. https://doi.org/10.1002/adbi.202300477.

[20]

Melaram R. Environmental risk factors implicated in liver disease: a mini-re-view. Front Public Health. 2021;9:683719.

[21]

Blanco-Coronado JL, Repetto M, Ginestal RJ, Vicente JR, Yelamos F, Lardelli A. Acute intoxication by endosulfan. J Toxicol Clin Toxicol. 1992;30:575-583. https://doi.org/10.3109/15563659209017943.

[22]

Boereboom FT, van Dijk A, van Zoonen P, Meulenbelt J. Nonaccidental endo-sulfan intoxication: a case report with toxicokinetic calculations and tissue concentrations. J Toxicol Clin Toxicol. 1998;36:345e352. https://doi.org/10.3109/15563659809028031.

[23]

Uboh FE, Asuquo EN, Eteng MU. Endosulfan-induced hepatotoxicity is route of exposure independent in rats. Toxicol Ind Health. 2011;27:483-488. https://doi.org/10.1177/0748233710387011.

[24]

Choudhary N, Sharma M, Verma P, Joshi SC. Hepato and nephrotoxicity in rat exposed to endosulfan. J Environ Biol. 2003;24:305-308.

[25]

Murali M, Shivanandappa T. Endosulfan causes oxidative stress in the liver and brain that involves inhibition of NADH dehydrogenase and altered antioxidant enzyme status in rat. Ecotoxicol Environ Saf. 2022;239:113593. https://doi.org/10.1016/j.ecoenv.2022.113593.

[26]

Schuster S, Cabrera D, Arrese M, Feldstein AE. Triggering and resolution of inflammation in NASH. Nat Rev Gastroenterol Hepatol. 2018;15:349-364. https://doi.org/10.1038/s41575-018-0009-6.

[27]

Ma L, Khatib S, Craig AJ, Wang XW. Toward a liver cell atlas: understanding liver biology in health and disease at single-cell resolution. Semin Liver Dis. 2021;41:321-330. https://doi.org/10.1055/s-0041-1729970.

[28]

Saviano A, Henderson NC, Baumert TF. Single-cell genomics and spatial tran-scriptomics: discovery of novel cell states and cellular interactions in liver physiology and disease biology. J Hepatol. 2020;73:1219-1230. https://doi.org/10.1016/j.jhep.2020.06.004.

[29]

Ramachandran P, Matchett KP, Dobie R, Wilson-Kanamori JR, Henderson NC. Single-cell technologies in hepatology: new insights into liver biology and disease pathogenesis. Nat Rev Gastroenterol Hepatol. 2020;17:457-472. https://doi.org/10.1038/s41575-020-0304-x.

[30]

Bai YM, Yang F, Luo P, et al. Single-cell transcriptomic dissection of the cellular and molecular events underlying the triclosan-induced liver fibrosis in mice. Mil Med Res. 2023;10:7. https://doi.org/10.1186/s40779-023-00441-3.

[31]

Luo P, Chen J, Zhang Q, et al. Dissection of cellular and molecular mechanisms of aristolochic acid-induced hepatotoxicity via single-cell transcriptomics. Precis Clin Med. 2022;5:pbac023. https://doi.org/10.1093/pcmedi/pbac023.

[32]

He J, Xiao C, Li C, Yang F, Du C. Integrative analysis of bulk and single-cell RNA sequencing data reveals distinct subtypes of MAFLD based on N1-methyladenosine regulator expression. Liver Res. 2023;7:145e155. https://doi.org/10.1016/j.livres.2023.06.001.

[33]

Wang J, Chen X, Wu D, et al. Single-cell and machine learning approaches un-cover intrinsic immune-evasion genes in the prognosis of hepatocellular carci-noma. Liver Res. 2024;8:282e294. https://doi.org/10.1016/j.livres.2024.11.001.

[34]

Gao P, Wang J, Qiu C, et al. Photoaffinity probe-based antimalarial target identification of artemisinin in the intraerythrocytic developmental cycle of Plasmodium falciparum. Imeta. 2024;3:e176. https://doi.org/10.1002/imt2.176.

[35]

Chen J, Gao P, Xiao W, et al. Multi-omics dissection of stage-specific artemisinin tolerance mechanisms in Kelch13-mutant Plasmodium falciparum. Drug Resist Updat. 2023;70:100978. https://doi.org/10.1016/j.drup.2023.100978.

[36]

Guo Q, Wang Q, Chen J, et al. Dihydroartemisinin regulated the MMP-mediated cellular microenvironment to alleviate rheumatoid arthritis. Research (Wash D C). 2024;7:0459. https://doi.org/10.34133/research.0459.

[37]

Zhang W, Xia S, Xiao W, et al. A single-cell transcriptomic landscape of mouse testicular aging. J Adv Res. 2023;53:219e234. https://doi.org/10.1016/j.jare.2022.12.007.

[38]

Stuart T, Butler A, Hoffman P, et al. Comprehensive integration of single-cell data. Cell. 2019;177:1888e 1902(e21). https://doi.org/10.1016/j.cell.2019.05.031.

[39]

Chen Y, Wang D, Li Y, et al. Spatiotemporal single-cell analysis decodes cellular dynamics underlying different responses to immunotherapy in colorectal cancer. Cancer Cell. 2024;42:1268e 1285 (e7). https://doi.org/10.1016/j.ccell.2024.06.009.

[40]

Chen J, Bai Y, He X, et al. The spatiotemporal transcriptional profiling of murine brain during cerebral malaria progression and after artemisinin treatment. Nat Commun. 2025;16:1540. https://doi.org/10.1038/s41467-024-52223-7.

[41]

Aizarani N, Saviano A, Sagar, et al. A human liver cell atlas reveals heteroge-neity and epithelial progenitors. Nature. 2019;572:199-204. https://doi.org/10.1038/s41586-019-1373-2.

[42]

Sathe A, Mason K, Grimes SM, et al. Colorectal cancer metastases in the liver establish immunosuppressive spatial networking between tumor-associated SPP1þ macrophages and fibroblasts. Clin Cancer Res. 2023;29:244-260. https://doi.org/10.1158/1078-0432.CCR-22-2041.

[43]

Wu T, Hu E, Xu S, et al. clusterProfiler 4.0: a universal enrichment tool for interpreting omics data. Innovation (Camb). 2021;2:100141. https://doi.org/10.1016/j.xinn.2021.100141.

[44]

Hänzelmann S, Castelo R, Guinney J. GSVA: gene set variation analysis for microarray and RNA-seq data. BMC Bioinformatics. 2013;14:7. https://doi.org/10.1186/1471-2105-14-7.

[45]

Aibar S, González-Blas CB, Moerman T, et al. SCENIC: single-cell regulatory network inference and clustering. Nat Methods. 2017;14:1083-1086. https://doi.org/10.1038/nmeth.4463.

[46]

Trapnell C, Cacchiarelli D, Grimsby J, et al. The dynamics and regulators of cell fate decisions are revealed by pseudotemporal ordering of single cells. Nat Biotechnol. 2014;32:381-386. https://doi.org/10.1038/nbt.2859.

[47]

Jin S, Guerrero-Juarez CF, Zhang L, et al. Inference and analysis of cell-cell communication using CellChat. Nat Commun. 2021;12:1088. https://doi.org/10.1038/s41467-021-21246-9.

[48]

Massalha H, Bahar Halpern K, Abu-Gazala S, et al. A single cell atlas of the human liver tumor microenvironment. Mol Syst Biol. 2020;16:e9682. https://doi.org/10.15252/msb.20209682.

[49]

Halpern KB, Shenhav R, Matcovitch-Natan O, et al. Single-cell spatial recon-struction reveals global division of labour in the mammalian liver. Nature. 2017;542:352-356. https://doi.org/10.1038/nature21065.

[50]

Gougelet A, Torre C, Veber P, et al. T-cell factor 4 and b-catenin chromatin occupancies pattern zonal liver metabolism in mice. Hepatology. 2014;59: 2344-2357. https://doi.org/10.1002/hep.26924.

[51]

Hussein MMA, Elsadaawy HA, El-Murr A, et al. Endosulfan toxicity in Nile tilapia (Oreochromis niloticus) and the use of lycopene as an ameliorative agent. Comp Biochem Physiol C Toxicol Pharmacol. 2019;224:108573. https://doi.org/10.1016/j.cbpc.2019.108573.

[52]

Oliveira JM, Brinati A, Miranda LDL, et al. Exposure to the insecticide endo-sulfan induces liver morphology alterations and oxidative stress in fruit-eating bats (Artibeus lituratus). Int J Exp Pathol. 2017;98:17-25. https://doi.org/10.1111/iep.12223.

[53]

Liu S, Yue Y, Pan P, et al. IRF-1 intervention in the classical ROS-dependent release of NETs during LPS-induced acute lung injury in mice. Inflammation. 2019;42:387-403. https://doi.org/10.1007/s10753-018-0903-7.

[54]

Pascual M, Gómez-Lechón MJ, Castell JV, Jover R. ATF 5 is a highly abundant liver-enriched transcription factor that cooperates with constitutive andros-tane receptor in the transactivation of CYP2B6: implications in hepatic stress responses. Drug Metab Dispos. 2008;36:1063-1072. https://doi.org/10.1124/dmd.107.019380.

[55]

Zhang C, Li J, Cheng Y, et al. Single-cell RNA sequencing reveals intrahepatic and peripheral immune characteristics related to disease phases in HBV-infected patients. Gut. 2023;72:153-167. https://doi.org/10.1136/gutjnl-2021-325915.

[56]

Ji G, Yang Q, Wang S, et al. Single-cell profiling of response to neoadjuvant chemo-immunotherapy in surgically resectable esophageal squamous cell carcinoma. Genome Med. 2024;16:49. https://doi.org/10.1186/s13073-024-01320-9.

[57]

Gonzalez-Sanchez E, El Mourabit H, Jager M, et al. Cholangiopathy aggravation is caused by VDR ablation and alleviated by VDR-independent vitamin D sig-naling in ABCB 4 knockout mice. Biochim Biophys Acta Mol Basis Dis. 2021;1867: 166067. https://doi.org/10.1016/j.bbadis.2020.166067.

[58]

Staquicini FI, Hajitou A, Driessen WH, et al. Targeting a cell surface vitamin D receptor on tumor-associated macrophages in triple-negative breast cancer. eLife. 2021;10:e65145. https://doi.org/10.7554/eLife.65145.

[59]

Yan J, Wang D, Miao J, et al. Discrepant effects of a-endosulfan, b-endosulfan, and endosulfan sulfate on oxidative stress and energy metabolism in the livers and kidneys of mice. Chemosphere. 2018;205:223-233. https://doi.org/10.1016/j.chemosphere.2018.04.101.

[60]

Oyovwi MO, Ben-Azu B, Tesi EP, et al. Repeated endosulfan exposure induces changes in neurochemicals, decreases ATPase transmembrane ionic-pumps, and increased oxidative/nitrosative stress in the brains of rats: reversal by quercetin. Pestic Biochem Physiol. 2021;175:104833. https://doi.org/10.1016/j.pestbp.2021.104833.

[61]

Sohn HY, Kwon CS, Kwon GS, Lee JB, Kim E. Induction of oxidative stress by endosulfan and protective effect of lipid-soluble antioxidants against endosulfan-induced oxidative damage. Toxicol Lett. 2004;151:357-365. https://doi.org/10.1016/j.toxlet.2004.03.004.

[62]

Fujita T, Narumiya S. Roles of hepatic stellate cells in liver inflammation: a new perspective. Inflamm Regen. 2016;36:1. https://doi.org/10.1186/s41232-016-0005-6.

[63]

GhoshR, SiddarthM, KarePK, BanerjeeBD,Kalra OP,Tripathi AK. b-Endo-sulfan-mediated induction of pro-fibrotic markers in renal (HK-2) cells in vitro: a new insight in the pathogenesis of chronic kidney disease of un-known etiology. Environ Toxicol. 2021;36:2354-2360. https://doi.org/10.1002/tox.23349.

[64]

Wang Y, Zhang C. The roles of liver-resident lymphocytes in liver diseases. Front Immunol. 2019. https://doi.org/10.3389/fimmu.2019.01582.

[65]

Téllez-Ba-nuelos MC, González-Ochoa S, Ortiz-Lazareno PC, Rosas-Gonzalez VC, Gómez-Villela J, Haramati J. Low-dose endosulfan inhibits proliferation and induces senescence and pro-inflammatory cytokine production in human lymphocytes, preferentially impacting cytotoxic cells. J Immunotoxicol. 2019;16:173e181. https://doi.org/10.1080/1547691X.2019.1668513.

[66]

Kolios G, Valatas V, Kouroumalis E. Role of Kupffer cells in the pathogenesis of liver disease. World J Gastroenterol. 2006;12:7413-7420. https://doi.org/10.3748/wjg.v12.i46.7413.

[67]

Kim HG, Kim YR, Park JH, et al. Endosulfan induces COX-2 expression via NADPH oxidase and the ROS, MAPK, and Akt pathways. Arch Toxicol. 2015;89: 2039-2050. https://doi.org/10.1007/s00204-014-1359-7.

[68]

Ayub S, Verma J, Effect of endosulfan and malathion on lipid peroxi-dation, nitrite and TNF-alpha release by rat peritoneal macrophages. Int Immunopharmacol. 2003;3:1819-1828. https://doi.org/10.1016/j.intimp.2003.08.006.

PDF (5194KB)

58

Accesses

0

Citation

Detail

Sections
Recommended

/