cancers, neurological disorders, and several other diseases leading to extensive studies on the prevalence and location of 5mC in the human genome. [5][6][7] 5mC analysis may be detected using sodium bisulfite treatment of DNA sequences since this chemical selectively converts unmethylated cytosine to uracil while 5mC is unaffected. [8] Epigenetics has matured into a rapidly expanding and technologically diverse discipline in recent decades. Moreover, the inception of massively parallel nextgeneration sequencing (NGS) methods in the early 2000s dramatically increased accessibility and efficiency, which spurred the development of bisulfitebased technologies. Advances in bisulfite sequencing have expanded methylation research from selected regions to whole-genome bisulfite sequencing (WGBS). [9] Recently, novel sequencing protocols, such as the oxidative bisulfite conversion (TruMethyl oxBS), [10] , enzyme-based conversion sequencing (EM-seq). [11] , and target enrichment-based bisulfite conversion (Illumina EPIC Capture), [12] have further advanced methylation discovery.WGBS consists of three steps: library preparation, sequencing and alignment, and quality control (QC). The fundamental step is library preparation involving the bisulfite transformation reaction of unmethylated cytosine to uracil. The treated DNA is then sequenced using a NGS platform to produce numerous short reads. [13] The final step involves processing raw reads by various bioinformatics methods to remove poor quality data and downstream analysis to explore the biological processes. This method presents the current gold standard for DNA methylation assessment. However, dissimilar protocols based on different library preparation and sequencing analysis methods introduce biases by causing discrepancies in coverage depth, read quality, duplication rates, mapping efficiency, and methylation estimation. [14,15] The expansion of available methodologies makes the analysis even less user-friendly for WGBS novices. Consequently, a beginner-friendly WGBS guide and hands-on data analysis guide are necessary. In this review, we highlight the crucial steps in WGBS, summarize the accessible and up-to-date analysis tools, compare the alignment algorithms, and share practical codes for data processing that will benefit studies on DNA methylation.DNA methylation is associated with transcriptional repression, genomic imprinting, stem cell differentiation, embryonic development, and inflammation. Aberrant DNA methylation can indicate disease states, including cancer and neurological disorders. Therefore, the prevalence and location of 5-methylcytosine in the human genome is a topic of interest. Whole-genome bisulfite sequencing (WGBS) is a high-throughput method for analyzing DNA methylation. This technique involves library preparation, alignment, and quality control. Advancements in epigenetic technology have led to an increase in DNA methylation studies. This review compares the detailed experimental methodology of WGBS using accessible and up-to-date analysis ...