Methods in molecular biology
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The diversity and huge omics data take biology and biomedicine research and application into a big data era, just like that popular in human society a decade ago. They are opening a new challenge from horizontal data ensemble (e.g., the similar types of data collected from different labs or companies) to vertical data ensemble (e.g., the different types of data collected for a group of person with match information), which requires the integrative analysis in biology and biomedicine and also asks for emergent development of data integration to address the great changes from previous population-guided to newly individual-guided investigations. Data integration is an effective concept to solve the complex problem or understand the complicate system. ⋯ Current integration approaches on biological data have two modes: one is "bottom-up integration" mode with follow-up manual integration, and the other one is "top-down integration" mode with follow-up in silico integration. This paper will firstly summarize the combinatory analysis approaches to give candidate protocol on biological experiment design for effectively integrative study on genomics and then survey the data fusion approaches to give helpful instruction on computational model development for biological significance detection, which have also provided newly data resources and analysis tools to support the precision medicine dependent on the big biomedical data. Finally, the problems and future directions are highlighted for integrative analysis of omics big data.
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Whole genome bisulfite sequencing (WGBS) enables the detection of DNA methylation at single base-pair resolution. The treatment of DNA with sodium bisulfite allows the discrimination of methylated and unmethylated cytosines, but the power of this technology can be limited by the input amounts of DNA and the length of DNA fragments due to DNA damage caused by the desulfonation process. ⋯ Briefly, genomic DNA is sheared, end-repaired, 3'-adenylated, and ligated to adaptors with fewer cleanup steps in between, minimizing DNA loss. The adapter-ligated DNA is then treated with sodium bisulfite and amplified with few PCR cycles to reach the yield needed for sequencing.
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The discovery of the CRISPR-Cas9 system raises hope for the treatment of many genetic disorders. We describe here an approach based on the use of a pair of single guide RNAs to form a hybrid exon that does not only restore the dystrophin gene reading frame but also results in the production of a dystrophin protein with an adequate structure of the central rod-domain, with a correct spectrin-like repeat. The therapeutic approach described here involved DMD patient cells having a deletion of exons 51-53 of the DMD gene.
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Spinal muscular atrophy (SMA), the most common gentic cause of infantile death caused by mutations in the SMN1 gene, presents a unique case in the field of splice modulation therapy, where a gene (or lack of) is responsible for causing the disease phenotype but treatment is not focused around it. Antisense therapy targeting SMN2 which leads to SMN protein expression has been at the forefront of research when it comes to developing a feasible therapy for treating SMA. ⋯ This propelled the research community to investigate new chemistries of antisense oligonucleotides (ASOs) that may be better in both treatment and cost efficiency. Here we describe two types of ASOs, phosphorodiamidate morpholino oligomers (PMOs) and locked nucleic acids (LNA)-DNA mixmers, being investigated as potential treatments for SMA, and methods used to test their efficacy, including quantitative RT-PCR, Western blotting, and immunofluorescence staining to detect SMN in nuclear gems/Cajal bodies, in type I SMA patient fibroblast cell lines.
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Esophageal and esophagogastric adenocarcinoma is highly prevalent in the Western populations and is a major cause of cancer-related morbidity and mortality worldwide. The incidence of esophageal adenocarcinoma is rapidly rising in the Western populations. The major predisposing diseases and pathogenesis (gastro-esophageal reflux disease, Barrett esophagus, and dysplasia) of the cancer are well known. There is an urgent need for works of the multidisciplinary teams (clinical, pathological, the molecular biology and translational research) for improved outcomes of patients with this cancer.