医学への集団遺伝学の応用についてのMIT(マサチューセッツ工科大学）の講義シリーズMedical and Population Genetics Primerが公開中です。こんな講義もあります。
MPG Primer: Introduction for R for data analysis (2024)
Rの医学研究での使い方の具体例満載で、役立つ講義です。gProfiler2なども紹介されています！
https://youtu.be/S5g3djBTbcY?
MITのBroad Instituteの連続講義です。最初はRの使い方から始まっています。GWASとかゲノムシークエンス法、ベイズ統計学などもとりあげられていて順に勉強していくと高度な技能が身に付くと思います。ツイートで最新の動画公開の情報も提供されています。
📣 The recording of “A Practical Primer on Bayesian Statistics” by @tigerstatdoc is now available: https://t.co/wk5RUk4YJR This talk is part of @broadinstitute‘s MPG Primer series. For more info, check out https://t.co/QsLDWVrNE5 pic.twitter.com/wEXIH0drW8
— BroadMPG (@BroadMPG) May 6, 2025
どんな講義があるかは以下から見ることができます。
https://www.broadinstitute.org/scientific-community/science/programs/medical-and-population-genetics/primers/primer-medical-and-pop
ビデオの一覧を上のサイトからペーストしておきます。毎週一回のペースの講義です。
2024 – 2025 Primers
4/17/25 A Practical Primer on Bayesian Statistics
[ video ] Sarah Urbut
4/10/25 Leveraging large biobanks to study genetics of human traits and diseases
[ video ] Wei Zhou
4/3/25 Fine-mapping complex trains in biobanks
[ video ] Masahiro Kanai
3/13/25 Tracking Protein Binding to Cis-Regulatory Elements With PRINT
[ video ] Yan Hu
2/27/25 Scalable proteomics in disease research
[ video ] Austin Argentieri
Broad Institute
2/13/25 Setting up a Biobank: Who? What? Why?
[ video ] Sarah Morton
2/6/25 Introduction to scRNAseq workflow
[ video ] Marc Elosua Bayes
1/23/25 Polygenic risk scores: method development and application
[ video ] Yunfeng Ruan
Broad Institute
1/16/25 Single-cell Multiome Technology and Analysis Methods
[ video ] Elizabeth Dorans
1/9/25 Linear Models for GWAS Analysis
[ video ] Hilary Finucane
12/12/24 Sequencing and Analysis of Long-Read Whole Genome Data, Part 2
[ video ] Kiran Garimella Part1はこちらです。https://youtu.be/mw2-jjuSFmE?
11/21/24 Variant effect predictors
[ video ] Courtney Shearer
10/31/24 A Comparative Genomics Strategy To Discover Mechanisms of Cellular Resilience
[ video ] Diane Genereux
Broad Institute
10/17/24 Clinical Variation and Gene Classification
[ video ] Chrissy Austin-Tse
10/10/24 Connecting GWAS and eQTLs through colocalization
[ video ] Noah Connally
10/03/24 Genome-Wide Association Studies (GWAS): A Refreshed Perspective
[ video ] Alisa Manning
09/26/24 Population structure and admixture
[ video ] Jordan Rossen
09/19/24 Introduction to population genetics (models)
[ video ] Evan Koch
09/12/24 Introduction for R for data analysis
[ video ] Nil Aygun