Berrar, D. P., Dubitzky, W., Granzow, M. et al. A practical approach to microarray data analysis (Springer, 2003).

Bhattacharjee P, Das A, Giri AK, Bhattacharjee P. Epigenetic regulations in alternative telomere lengthening: understanding the mechanistic insight in arsenic-induced skin cancer patients. Sci The Total Environ. 2020;704: 135388. https://doi.org/10.1016/j.scitotenv.2019.135388.

Article  CAS  Google Scholar 

Bhattacharjee P, Paul S, Bhattacharjee S, Giri AK, Bhattacharjee P. Association of H3K79 monomethylation (an epigenetic signature) with arsenic-induced skin lesions. Mutat Res Mol Mech Mutagen. 2018;807:1–9. https://doi.org/10.1016/j.mrfmmm.2017.11.001.

Article  CAS  Google Scholar 

Bhattacharjee P, Sanyal T, Bhattacharjee S, Bhattacharjee P. Epigenetic alteration of mismatch repair genes in the population chronically exposed to arsenic in West Bengal. India Environ Res. 2018;163:289–96. https://doi.org/10.1016/j.envres.2018.01.002.

Article  CAS  PubMed  Google Scholar 

Chawla NV, Bowyer KW, Hall LO, Kegelmeyer WP. SMOTE: synthetic minority over-sampling technique. J Artif Intell Res. 2002;16:321–57. https://doi.org/10.1613/jair.953.

Article  Google Scholar 

Dey, A., Sharma, K. D., Sanyal, T., Bhattacharjee Jr, P. & Bhattacharjee, P. Population based study on arsenic induced blood samples employing hybrid metaheuristic optimization based ML approach. In 2019 IEEE Region 10 Symposium (TENSYMP), 599–604, https://doi.org/10.1109/TENSYMP46218.2019.8971263 (IEEE, Kolkata, India, 2019).

Fernandez A, Garcia S, Herrera F, Chawla NV. SMOTE for learning from imbalanced data: progress and challenges, marking the 15-year anniversary. J Artif Intell Res. 2018;61:863–905. https://doi.org/10.1613/jair.1.11192.

Article  Google Scholar 

Kar S, Sharma KD, Maitra M. Gene selection from microarray gene expression data for classification of cancer subgroups employing PSO and adaptive K-nearest neighborhood technique. Expert Syst Appl. 2015;42(1):612–27. https://doi.org/10.1016/j.eswa.2014.08.014.

Article  Google Scholar 

Khanjani N, Jafarnejad A-B, Tavakkoli L. Arsenic and breast cancer: a systematic review of epidemiologic studies. Rev Environ Heal. 2017. https://doi.org/10.1515/reveh-2016-0068.

Article  Google Scholar 

Naujokas MF, et al. The broad scope of health effects from chronic arsenic exposure: update on a worldwide public health problem. Environ Heal Perspectives. 2013;121:295–302. https://doi.org/10.1289/ehp.1205875.

Article  Google Scholar 

Paul S, et al. Arsenic-induced promoter hypomethylation and over-expression of ERCC2 reduces DNA repair capacity in humans by non-disjunction of the ERCC2–Cdk7 complex. Metallomics. 2014;6:864. https://doi.org/10.1039/c3mt00328k.

Article  CAS  PubMed  Google Scholar 

Podgorski J, Berg M. Global threat of arsenic in groundwater. Science. 2020;368:845–50. https://doi.org/10.1126/science.aba1510.

Article  CAS  PubMed  Google Scholar 

Pozo-Molina G, Ponciano-Gómez A, Rivera-González GC, Hernández-Zavala A, Garrido E. Arsenic-induced S phase cell cycle lengthening is associated with ROS generation, p53 signaling and CDC25A expression. Chem Interactions. 2015;238:170–9. https://doi.org/10.1016/j.cbi.2015.06.040.

Article  CAS  Google Scholar 

Renault VM, et al. The pro-longevity gene FoxO3 is a direct target of the p53 tumor suppressor. Oncogene. 2011;30:3207–21. https://doi.org/10.1038/onc.2011.35.

Article  CAS  PubMed  PubMed Central  Google Scholar 

Sanyal T, Bhattacharjee P, Bhattacharjee S, Bhattacharjee P. Hypomethylation of mitochondrial D-loop and ND6 with increased mitochondrial DNA copy number in the arsenic-exposed population. Toxicology. 2018;408:54–61. https://doi.org/10.1016/j.tox.2018.06.012.

Article  CAS  PubMed  Google Scholar 

Sanyal T, Bhattacharjee P, Paul S, Bhattacharjee P. Recent Advances in Arsenic Research: Significance of Differential Susceptibility and Sustainable Strategies for Mitigation. Front Public Heal. 2020;8:464. https://doi.org/10.3389/fpubh.2020.00464.

Article  Google Scholar 

Zhang Y, Oikonomou A, Wong A, Haider MA, Khalvati F. Radiomics-based Prognosis Analysis for Non-Small Cell Lung Cancer. Sci Reports. 2017;7:46349. https://doi.org/10.1038/srep46349.

Article  CAS  Google Scholar 

Zhu H, et al. Involvement of Caveolin-1 in Repair of DNA Damage through Both Homologous Recombination and Non-Homologous End Joining. PLoS ONE. 2010;5: e12055. https://doi.org/10.1371/journal.pone.0012055.

Article  CAS  PubMed  PubMed Central  Google Scholar