<?xml version="1.0" encoding="UTF-8"?><rss xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:content="http://purl.org/rss/1.0/modules/content/" xmlns:atom="http://www.w3.org/2005/Atom" version="2.0"><channel><title><![CDATA[My Site 1]]></title><description><![CDATA[My Site 1]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/blog</link><generator>RSS for Node</generator><lastBuildDate>Sat, 31 Oct 2026 10:05:21 GMT</lastBuildDate><atom:link href="https://jyotirani09789.wixsite.com/drjyoti/blog-feed.xml" rel="self" type="application/rss+xml"/><item><title><![CDATA[Batch Effects: The Hidden Enemy of Omics Data Analysis.]]></title><description><![CDATA[In my previous blog, I discussed why experimental design is the foundation of every successful omics study. No matter how advanced your sequencing technology or analysis pipeline is, poor experimental planning can lead to misleading conclusions. One important issue I briefly mentioned was batch effects. Today, let's understand what they are, why they happen, and what we can do about them. What is a Batch Effect? Imagine you are comparing gene expression between healthy and disease samples....]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/batch-effects-the-hidden-enemy-of-omics-data-analysis</link><guid isPermaLink="false">6a55c398870c7bdb8f422713</guid><pubDate>Tue, 14 Jul 2026 06:10:44 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/8aa331_287d99402d854db798343b97c106495d~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>jyoti rani</dc:creator></item><item><title><![CDATA[Experimental Design for Omics Research: A Practical Guide for Biologists and Bioinformaticians]]></title><description><![CDATA[Why Experimental designs matter more than Bioinformatics? The 80/20 rule of Omics:  If you’re a biologist, you have probably heard for years that bioinformatics is where the real bottleneck is. If you’re a bioinformatician, you’ve probably spent those same years silently cursing while trying to polish data that never should have been generated in the first place. Here’s the thing nobody says out loud: the most important part of an omics project happens at the bench, way before a single read...]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/experimental-design-for-omics-research-a-practical-guide-for-biologists-and-bioinformaticians</link><guid isPermaLink="false">6a4c96bc0e6d465694a02934</guid><pubDate>Tue, 07 Jul 2026 06:37:06 GMT</pubDate><dc:creator>jyoti rani</dc:creator></item><item><title><![CDATA[Why Bioinformatics Pipelines Fail, And Nobody Talks About It]]></title><description><![CDATA["The analysis is complete." We've all waited for that message. Sometimes it takes hours. Sometimes it takes days. You finally see that beautiful green tick in Galaxy, or your terminal returns without any errors. You smile and say "Done!" But... is it really? Have you ever asked: "Just because a pipeline finished successfully, does that mean the results are correct?" The answer would be no. And this is probably the biggest lesson I learned being a bioinformatician since so long. Bioinformatics...]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/why-bioinformatics-pipelines-fail-and-nobody-talks-about-it</link><guid isPermaLink="false">6a43943ef5f4062427298c0a</guid><pubDate>Tue, 30 Jun 2026 11:13:58 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/8aa331_1b24ab151a034559b5ec70aa819fef63~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>jyoti rani</dc:creator></item><item><title><![CDATA[Before You Start NGS Analysis: A Few Things I Wish Everyone Knew]]></title><description><![CDATA[Next-generation sequencing (NGS) has revolutionized biological research. Today, we can sequence genomes, transcriptomes, microbiomes, and even single cells at an extraordinary scale. Yet, despite having access to powerful technologies and countless bioinformatics tools, meaningful discoveries remain challenging. Why? Because NGS analysis is not merely about running a pipeline. Over the years, I have realized that many beginners, and sometimes even experienced researchers, view NGS analysis as...]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/before-you-start-ngs-analysis-a-few-things-i-wish-everyone-knew</link><guid isPermaLink="false">6a2fe7c59f283f92396c46bb</guid><pubDate>Mon, 15 Jun 2026 12:05:50 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/8aa331_92537518d0e746b8a28fc44e65531181~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>jyoti rani</dc:creator></item><item><title><![CDATA[Essential Considerations for Analyzing Metagenomics Data Efficiently]]></title><description><![CDATA[Metagenomics has changed the way we study microbial communities. Instead of growing microbes in the lab, we can now directly analyze genetic material from environmental or clinical samples such as soil, water, or the human gut. However, moving from raw sequencing data to meaningful biological conclusions is not straightforward. Every step in the analysis involves important decisions that can change the final results. In this article, we focus on key analytical principles and interpretation...]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/essential-considerations-for-analyzing-metagenomics-data-efficiently</link><guid isPermaLink="false">6a26afd7a7cc9d295b402a37</guid><pubDate>Tue, 09 Jun 2026 05:10:16 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/8aa331_e665fd2fc7444d41813337e041919fcb~mv2.png/v1/fit/w_1000,h_1000,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>jyoti rani</dc:creator></item><item><title><![CDATA[The Crucial Role of Fundamentals in Bioinformatics Before Diving into Advanced Tools]]></title><description><![CDATA[Bioinformatics offers powerful tools to analyze biological data, but many newcomers rush into using complex software without a solid grasp of the basics. This approach often leads to confusion, errors, and misinterpretation of results. Understanding fundamental concepts in biology, statistics, and computer science is essential before exploring advanced bioinformatics tools. This post explains why mastering the basics matters and how it improves your analysis and research outcomes. Basic DNA...]]></description><link>https://jyotirani09789.wixsite.com/drjyoti/post/the-crucial-role-of-fundamentals-in-bioinformatics-before-diving-into-advanced-tools</link><guid isPermaLink="false">6a266d16bcf454bfefda777e</guid><pubDate>Mon, 08 Jun 2026 07:22:12 GMT</pubDate><enclosure url="https://static.wixstatic.com/media/8aa331_e7e75e94ae6a442d9dd838b4c5af8c76~mv2.png/v1/fit/w_1000,h_768,al_c,q_80/file.png" length="0" type="image/png"/><dc:creator>jyoti rani</dc:creator></item></channel></rss>