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Our Complete RNA Sequencing (RNA-Seq) Analysis in Plants series! | Lecture 1: Introduction

Street Science with Fun

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Our Complete RNA Sequencing (RNA-Seq) Analysis in Plants series! | Lecture 1: Introduction

24 просмотра · 13 ч назад
Street Science with Fun
3,05 тыс. подписчиков
24 просмотра · 13 ч назад
Welcome to Lecture 1 of our Complete RNA Sequencing (RNA-Seq) Analysis in Plants series!** Have you ever wondered how scientists identify which genes are switched ON or OFF in plants? How do plants respond to drought, salinity, heat stress, diseases, and environmental changes at the molecular level? In this lecture, we introduce **RNA Sequencing (RNA-Seq)**, one of the most powerful modern techniques for studying gene expression, plant transcriptomics, and molecular responses. This lecture series is designed for students, researchers, and beginners interested in *Plant Biotechnology, Horticulture, Molecular Biology, Genetics, Bioinformatics, and Agricultural Research.* 🔬 What You Will Learn in Lecture 1 ✅ What is RNA Sequencing (RNA-Seq)? ✅ What is the difference between genomics and transcriptomics? ✅ Why is RNA-Seq important in plant research? ✅ How does RNA-Seq help identify differentially expressed genes (DEGs)? ✅ Understanding upregulated and downregulated genes. ✅ Applications of RNA-Seq in horticulture and plant breeding. ✅ How RNA-Seq helps study drought, salinity, heat stress, and fruit ripening. ✅ Introduction to the complete RNA-Seq bioinformatics workflow. 🧬 Complete Plant RNA-Seq Lecture Series 📘 *Lecture 1:* Introduction to RNA Sequencing in Plants 📘 *Lecture 2:* Defining Research Objectives in RNA-Seq Analysis 📘 *Lecture 3:* Experimental Design, Treatments, and Biological Replicates 📘 *Lecture 4:* Plant Sample Collection and RNA Extraction 📘 *Lecture 5:* RNA Quality Assessment and Library Preparation 📘 *Lecture 6:* Understanding RNA Sequencing Technologies 📘 *Lecture 7:* Downloading RNA-Seq Data from NCBI SRA 📘 *Lecture 8:* FASTQ Files and Quality Control Using FastQC 📘 *Lecture 9:* Adapter Trimming and Quality Filtering Using fastp 📘 *Lecture 10:* Reference Genome Preparation and HISAT2 Alignment 📘 *Lecture 11:* SAM/BAM Files and Gene Expression Quantification 📘 *Lecture 12:* Differential Gene Expression Analysis Using DESeq2 📘 *Lecture 13:* PCA, Heatmaps, and Volcano Plots 📘 *Lecture 14:* Gene Ontology (GO) and KEGG Pathway Analysis 📘 *Lecture 15:* Candidate Gene Identification and Functional Interpretation 📘 *Lecture 16:* Complete Plant RNA-Seq Analysis Using Python, R, and OpenAI Codex 🌿 Applications in Horticulture RNA-Seq can help researchers investigate: 🍅 Tomato drought and heat tolerance 🍊 Citrus salinity stress and NHX gene expression 🥭 Mango fruit ripening and ethylene biosynthesis 🥒 Cucumber stress-responsive genes 🥔 Potato tuber development 🍎 Apple fruit quality and ripening 🌾 Crop improvement and molecular breeding 🎯 Who Should Watch? This lecture is particularly useful for: ✔ BS Agriculture, Horticulture, and Biotechnology students ✔ MPhil and PhD researchers ✔ Plant geneticists and molecular biologists ✔ Bioinformatics beginners ✔ Researchers interested in RNA-Seq and gene expression analysis ✔ Students planning computational research using publicly available RNA-Seq datasets 🚀 Learn RNA-Seq from Beginner to Advanced Level! Throughout this lecture series, we will explore theoretical concepts and practical bioinformatics tools, including NCBI SRA, FastQC, fastp, HISAT2, SAMtools, featureCounts, DESeq2, R, Python, and AI-assisted analysis. *Subscribe to the channel and follow the complete Plant RNA-Seq Analysis lecture series!* 👍 Like | 💬 Comment | 🔔 Subscribe | 📤 Share --- 🔥 SEO Hashtags #RNASeq #PlantRNASeq #RNASequencing #PlantTranscriptomics #GeneExpression #Bioinformatics #RNASeqAnalysis #PlantBiotechnology #DifferentialGeneExpression #DEGs #TranscriptomeAnalysis #PlantGenomics #HorticultureResearch #PlantMolecularBiology #NCBISRA #HISAT2 #DESeq2 #PythonForBioinformatics #AgriculturalResearch #PlantScience #RNASeqTutorial #BioinformaticsForBeginners #PlantBreeding #GeneExpressionAnalysis #RNASeqLecture1 🔎 YouTube SEO Keywords RNA sequencing in plants, RNA-Seq analysis, RNA-Seq lecture 1, introduction to RNA-Seq, plant transcriptomics, plant gene expression, RNA sequencing tutorial, RNA-Seq for beginners, plant RNA-Seq analysis step by step, transcriptome analysis in plants, differential gene expression analysis, DEG analysis, RNA-Seq bioinformatics pipeline, RNA-Seq in horticulture, plant molecular biology, RNA-Seq experimental design, RNA-Seq NCBI SRA, plant genome research, gene expression under drought stress, RNA-Seq using Python, RNA-Seq using R, RNA-Seq using Codex, plant biotechnology lectures, bioinformatics course, plant transcriptomics course