Sep 30, 2025 · 15 min read · Computational biology has transformed the way scientists understand life at its most fundamental level. From the early days of DNA sequencing to the modern integration of artificial intelligence (AI), this interdisciplinary field has consistently pus...
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Sep 17, 2025 · 2 min read · Have you ever thought about how scientists compare DNA or protein sequences? In bioinformatics, one of the most powerful methods to do this is called dynamic programming. Dynamic programming may sound tough, but in reality, it is simply a step-by-ste...
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Sep 1, 2025 · 16 min read · The mysteries of ancient life have always fascinated scientists, archaeologists, and the general public alike. Fossils, artifacts, and DNA fragments provide tantalizing glimpses into our biological past, yet the full picture has often remained frustr...
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Aug 31, 2025 · 89 min read · Abstract The advent of single-cell multi-omics integration represents a paradigm shift in our understanding of cellular biology, offering unprecedented insights into the molecular mechanisms that govern life at its most fundamental level. This compre...
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Aug 19, 2025 · 6 min read · Introduction The healthcare systems have faced significant challenges over the years. The primary objectives of healthcare systems are to: Elevate the level of patient care. Promote population health. Enhance the experience of healthcare providers...
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Aug 16, 2025 · 4 min read · This is the moment we've been working towards. We have journeyed from raw, messy sequencing reads, through meticulous quality control, alignment, and quantification. The result of that journey is a clean, simple counts matrix: a table where rows are ...
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Aug 14, 2025 · 4 min read · We've meticulously cleaned our raw data. Now, we need to figure out where each read came from by aligning it to a reference genome. For RNA-Seq, this is tricky because of splicing, where introns are removed from the final transcript. This means we ne...
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Aug 14, 2025 · 3 min read · In our last post, we made the case for using workflow managers. Now, let's apply that philosophy to a real-world scenario: analyzing RNA-sequencing (RNA-Seq) data. This process, which takes us from raw sequencer output to biological insight, will be ...
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Aug 14, 2025 · 2 min read · In computational biology, we've moved far beyond analysing one sample at a time. A modern sequencing experiment can generate terabytes of data across dozens of samples, each requiring a precise, multi-step process to transform raw signals into biolog...
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Aug 14, 2025 · 3 min read · In our last post, we successfully aligned our clean reads to the genome, generating BAM files that tell us the genomic origin of each read. We're now one step away from the exciting biological questions. The next task is to convert this mapping infor...
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