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Nat Commun September 2021 PMID 34584091

Confronting false discoveries in single-cell differential expression.

Jordan W Squair, Matthieu Gautier, Claudia Kathe, Mark A Anderson, Nicholas D James, Thomas H Hutson, Rémi Hudelle, Taha Qaiser, Kaya J E Matson, Quentin Barraud, Ariel J Levine, Gioele La Manno, Michael A Skinnider, Grégoire Courtine

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Mentions

107
Peak: 86 in Oct 2021
across 5 sources since Oct 2021

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345,396
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313

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Oct 2021 – Apr 2025

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  • X / Twitter100 posts
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AI synopsis

What people are saying

The discussions highlight the effectiveness of pseudobulk approaches in single-cell differential expression analysis. Phrases like 'must-read paper' and 'obvious but important reminder' indicate the importance users place on the findings, and a phrase like 'save money, save time, save resources' reflects a strong endorsement of its practical benefits. The tone is overwhelmingly positive, indicating both enthusiasm and alignment with the publication's conclusions, while the use of technical commentary showcases deep understanding.

AgreementStrong agreement

The discussions largely support and affirm the publication's findings, indicating strong consensus among contributors.

InterestHigh interest

Many users express high levels of curiosity and recognize the publication's relevance to their fields.

EngagementHigh engagement

Posts delve deeply into specific methodologies and implications, demonstrating thoughtful engagement rather than superficial comments.

ImpactHigh impact

Contributors believe the publication will substantially influence practices in single-cell analysis based on the insights provided.

Abstract in brief

  • Differential expression analysis in single-cell transcriptomics helps identify how different cell types respond to conditions like diseases and injuries.
  • Many statistical methods exist for finding differentially expressed genes, but their effectiveness varies based on how well they handle variation between biological samples.
  • Ignoring biological variation can lead to biased results and false discoveries, as demonstrated by examining gene expression in injured mouse spinal cords.
Read the full abstract

Top posts

Most liked on X and Bluesky
Nhi Hin
@NhiHin · X

Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell methods like Wilcoxon test: Confronting false discoveries in single-cell differential expression https://t.co/mFvqXf7Kv4 #bioinformatics @wessidepraxis

Oct 14, 2021 · 119 likes · 29 shares · 1,311 followers View post →
Luciano Martelotto
@LGMartelotto · X

Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJd0zIr

Oct 7, 2021 · 117 likes · 25 shares · 10,150 followers View post →
Martin Kampmann
@MartinUCSF · X

Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 59 likes · 12 shares · 5,700 followers View post →
Ming "Tommy" Tang
@tangming2005 · X

4/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03S6X) "These observations suggest that, in practice, pseudobulk approaches provide an excellent trade-off between speed and accuracy for single-cell DE analysis." pseduobulk works well.

Jul 15, 2024 · 4 likes · 41,050 followers View post →
Pluchino lab - Regenerative Neuroimmunology
@Pluchinolab · X

Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/yGrCHxQUnB

Oct 6, 2021 · 3 likes · 1 share · 4,743 followers View post →
Susanne Lorenz
@SusanneLorenz77 · X

Confronting false discoveries in single-cell differential expression. https://t.co/NFrZRim3FU

Oct 8, 2021 · 3 likes · 1 share · 86 followers View post →

All mentions

Ming "Tommy" Tang
@tangming2005 · X

3/  [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03S6X) "These observations suggest that, in practice, pseudobulk approaches provide an excellent trade-off between speed and accuracy for single-cell DE analysis."

Apr 22, 2025 · 41,050 followers View post →
Ming Tommy Tang
@tommytang.bsky.social · Bluesky

3/  [Confronting false discoveries in single-cell differential expression](www.nature.com/articles/s4...) "These observations suggest that, in practice, pseudobulk approaches provide an excellent trade-off between speed and accuracy for single-cell DE analysis."

Apr 22, 2025 · 1 share View post →
Ming "Tommy" Tang
@tangming2005 · X

4/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03S6X) "These observations suggest that, in practice, pseudobulk approaches provide an excellent trade-off between speed and accuracy for single-cell DE analysis." pseduobulk works well.

Jul 15, 2024 · 4 likes · 41,050 followers View post →
ZheFrench
@ZheFrench · X

Confronting false discoveries in single-cell differential expression https://t.co/6WWbHqO8sB

Jun 16, 2023 · 1 like · 410 followers View post →
Sean Simmons
@seankenneths · X

@yogeshgoyallab For references, the paper "confronting false discoveries in single cell differential expression" is probably the one I most believe...

May 13, 2023 · 701 followers View post →
Yossawat Suwanlikit, MD
@Yossawat_Suw · X

Confronting false discoveries in single-cell differential expression https://t.co/iJpHqJSL7A

Mar 14, 2023 · 111 followers View post →
Harim Chun
@chun_harim · X

RT @tangming2005: 3/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03khp) "These observations s…

Feb 5, 2023 · 3 shares · 18 followers View post →
Raúl Jiménez Castaño
@ruljc · X

RT @tangming2005: 3/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03khp) "These observations s…

Dec 15, 2022 · 3 shares · 168 followers View post →
Suren Neupane
@SurenNeupane1 · X

RT @tangming2005: 3/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03khp) "These observations s…

Dec 14, 2022 · 3 shares · 204 followers View post →
Ming "Tommy" Tang
@tangming2005 · X

3/ [Confronting false discoveries in single-cell differential expression](https://t.co/FfUmk03khp) "These observations suggest that, in practice, pseudobulk approaches provide an excellent trade-off between speed and accuracy for single-cell DE analysis.

Dec 14, 2022 · 2 likes · 3 shares · 41,050 followers View post →
Abigail Mackey
@AbigailMackey1 · X

@keviniwatt @grith_hojfeldt "failing to account for biological replicates causes single-cell methods to systematically underestimate the variance of gene expression" Nat Comm 2021 no kidding... https://t.co/jpPAdkj60k

Sep 28, 2022 · 3,712 followers View post →
Aurora
@auroratummy · X

シングルセル解析で発現変動解析をする際によく使われるWilcoxonの順位和検定は、サンプル (e.g. 由来組織) 間で分散の大きい遺伝子を誤ってDEGとして検出するバイアスがある。 Confronting false discoveries in single-cell differential expression https://t.co/zHIkfxsh6a

Dec 13, 2021 · 1 like · 21 followers View post →
ashish (@acgt01@genomic.social)
@acgt01 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Nov 3, 2021 · 29 shares · 734 followers View post →
Thomas Walle
@science_wallet · X

Obvious but important reminder. Single cells from one individual are not statistically independent. Hence, p values from methods assuming this e.g. Mann-Whitney U are meaningless... https://t.co/a34x2SBChE

Nov 2, 2021 · 2 likes · 756 followers View post →
ning
@notningyuan · X

Super interesting stuff. Squair et al. demonstrate scRNA-seq DE methods which aggregate-then-compare perform better than cell-by-cell comparison methods, because they better account for variance in biological replicates (63/n) https://t.co/5VShi71kfe

Nov 2, 2021 · 53 followers View post →
Jordan Russell, Ph.D
@russelltyjor · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 122 followers View post →
Brendan Miller
@_brendanmiller_ · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 209 followers View post →
Yingying Cao
@yingyingcaoyyc · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 655 followers View post →
B B
@bblr01 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 32 followers View post →
Yunze Liu
@ReedLiu1314 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 175 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @nibras_issa: Confronting false discoveries in single-cell differential expression | Nature Communications مهم جداً للمهتم ب scRNA htt…

Oct 16, 2021 · 1 share · 3,832 followers View post →
Nabras Almahrami
@nibras_issa · X

Confronting false discoveries in single-cell differential expression | Nature Communications مهم جداً للمهتم ب scRNA https://t.co/82gUJXvI5H

Oct 16, 2021 · 2 likes · 1 share · 1,175 followers View post →
Eisa Mahyari Ph.D.
@eisamahyari · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 271 followers View post →
Mandhri Abeysooriy
@MandhriAbeysoo1 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 243 followers View post →
Daniel Beiting
@hostmicrobe · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 16, 2021 · 29 shares · 3,131 followers View post →
Chloe
@goldsmith_chloe · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 482 followers View post →
a.khmelevskaya
@khmelevskaya_a · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 82 followers View post →
Carlos E Alvarez
@CarlosEAlvare17 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 1,074 followers View post →
Tim Shaw
@gatechatl · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 289 followers View post →
Drake Williams
@drake_dds · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 126 followers View post →
Ana Viñuela
@anavinuela · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 1,374 followers View post →
Alejandro Montenegro
@aemonten · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 9,044 followers View post →
Nicolas Robine
@notSoJunkDNA · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 11,510 followers View post →
elaina graham
@perilousUnknown · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 534 followers View post →
Vijay Sankaran
@bloodgenes · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 15, 2021 · 25 shares · 11,269 followers View post →
Gaurav Chatterjee
@Gaurav_C42 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 809 followers View post →
Mick W@tson ↙️
@BioMickWatson · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 28,957 followers View post →
Yunpeng Liu-Lupo
@leciel199071 · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 166 followers View post →
Mark Borris Aldonza (@precursorcell.bsky.social
@PrecursorCell · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 1,386 followers View post →
田口善弘＠発言は私の個人としての見解であり中央大学やその機関の意見を代表するものではありません
@Yh_Taguchi · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 10,923 followers View post →
Mari Miyamoto
@marimiya_tky · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 1,967 followers View post →
Rishikesh Gupta, Ph.D.
@its_rkgupta · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 324 followers View post →
Sagiv Shifman
@SagivShifman · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 15, 2021 · 29 shares · 549 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 14, 2021 · 29 shares · 3,832 followers View post →
Bioinformatics Trends 
@BinfoTrends · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 14, 2021 · 29 shares · 8,157 followers View post →
CompChemBio Bot
@CompChemBioBot · X

RT @NhiHin: Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell…

Oct 14, 2021 · 29 shares · 2,761 followers View post →
Nhi Hin
@NhiHin · X

Must-read paper for those working with #scRNAseq showing that pseudobulk methods (limma, edgeR) outperform popular #singlecell methods like Wilcoxon test: Confronting false discoveries in single-cell differential expression https://t.co/mFvqXf7Kv4 #bioinformatics @wessidepraxis

Oct 14, 2021 · 119 likes · 29 shares · 1,311 followers View post →
David Russler-Germain, MD/PhD
@dgermain21 · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 13, 2021 · 25 shares · 3,664 followers View post →
Anna Nam
@AnnaEnim · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 13, 2021 · 25 shares · 662 followers View post →
Christian Gabriel Schneider
@SchneiderChrisG · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 12, 2021 · 25 shares · 87 followers View post →
filippo masini
@filimasini · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 9, 2021 · 25 shares · 770 followers View post →
Ignacy Bonter
@Ignacybo · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 8, 2021 · 31 shares · 123 followers View post →
Arthur Liberzon
@arthlib · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 8, 2021 · 25 shares · 82 followers View post →
ZDQ&Interlaken
@ZDQ_Interlaken · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 8, 2021 · 25 shares · 117 followers View post →
The()Graduate
@firexgamerx · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 8, 2021 · 25 shares · 496 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @SusanneLorenz77: Confronting false discoveries in single-cell differential expression. https://t.co/NFrZRim3FU

Oct 8, 2021 · 1 share · 3,832 followers View post →
Susanne Lorenz
@SusanneLorenz77 · X

Confronting false discoveries in single-cell differential expression. https://t.co/NFrZRim3FU

Oct 8, 2021 · 3 likes · 1 share · 86 followers View post →
Rio Sugimura
@rio_sugimura · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 3,167 followers View post →
Kent Willis MD
@KentWillisMD · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 3,617 followers View post →
Andres F. Cardona
@AndresFCardonaZ · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 8,827 followers View post →
Ben Hogan
@BenjaminHogan13 · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 1,401 followers View post →
Functional Genomics Core Facility (FGCF)
@FunGenCore · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 350 followers View post →
Zulfikar Azam
@ZulfikarAzam10 · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 201 followers View post →
Federico Sisti
@fbsisti · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 1,439 followers View post →
protocols.io
@protocolsIO · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 6,604 followers View post →
Jake Reske
@reskejak · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 333 followers View post →
Ana Amorim
@AnaAmor41170370 · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 7, 2021 · 12 shares · 161 followers View post →
Dr. Abbas
@Abbas514G · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 642 followers View post →
Juan C. Nieto
@jc_nietos · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 422 followers View post →
Daniel Lee
@zzzang5889 · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 7, 2021 · 12 shares · 12 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 3,832 followers View post →
Santiago Carmona
@carmonation · X

RT @LGMartelotto: Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries i…

Oct 7, 2021 · 25 shares · 2,343 followers View post →
Luciano Martelotto
@LGMartelotto · X

Reposting this again…save money, save time, save resources, make discoveries that last. Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJd0zIr

Oct 7, 2021 · 117 likes · 25 shares · 10,150 followers View post →
Claudia Cantoni
@Clodida · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 7, 2021 · 12 shares · 482 followers View post →
Yvon Woappi
@DrWoappi · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 7, 2021 · 12 shares · 1,954 followers View post →
Manni Adam
@6degreesofManni · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 607 followers View post →
Holly Ingraham
@hollyingrahamSF · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 4,062 followers View post →
Allison May, MD
@may_alley · X

RT @jsantoyo: Confronting false discoveries in single-cell differential expression. #SingleCell #DE #BiologicalReplicatesVariation #BiasedR…

Oct 6, 2021 · 51 shares · 377 followers View post →
Jerome Nwachukwu
@JCnwachuk · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 124 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @Pluchinolab: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/yGrCHxQUnB

Oct 6, 2021 · 1 share · 3,832 followers View post →
Pluchino lab - Regenerative Neuroimmunology
@Pluchinolab · X

Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/yGrCHxQUnB

Oct 6, 2021 · 3 likes · 1 share · 4,743 followers View post →
SvB
@SBezukladova · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 39 followers View post →
Josh Breunig
@breuniglab · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 572 followers View post →
Saeed Salehin Akhand
@xtremophile · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 223 followers View post →
Matt Callahan
@MattChemBio · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 351 followers View post →
Kipnis Lab
@kipnislab · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 4,952 followers View post →
Ela W. Contreras Panta
@Ela_Wendy_CP · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 477 followers View post →
Single Cell Media
@SingleCellMedia · X

RT @MartinUCSF: Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 12 shares · 3,832 followers View post →
Hiram Coria Rodriguez
@HiramCoriaRodr1 · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 62 followers View post →
Martin Kampmann
@MartinUCSF · X

Confronting false discoveries in single-cell differential expression https://t.co/vDVBXPoOtb

Oct 6, 2021 · 59 likes · 12 shares · 5,700 followers View post →
Saran Pankaew
@SaranPankaew · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 149 followers View post →
Xiaoguang Xue
@cygx1xue · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 276 followers View post →
Jordan Gauthier
@drjgauthier · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 5,973 followers View post →
Marcel Schulz - @marcelschulz@genomic.social
@TheMarcelSchulz · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 940 followers View post →
Biomage
@BiomageLtd · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 1,062 followers View post →
Kévin Lebrigand, PhD
@kevinlebrigand · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 403 followers View post →
zhenyang
@concer_guo · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 8 followers View post →
Tamas Schauer
@tamas_schauer · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 151 followers View post →
Inspecting Immunology
@InspectingI · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 1,534 followers View post →
Sanju Sinha
@Sanjusinha7 · X

RT @SENGLAITAN: Confronting false discoveries in single-cell differential expression https://t.co/T9CYw38hZm

Oct 6, 2021 · 12 shares · 3,872 followers View post →
Dr. د. عبدالواحد الزهراني
@ralzahrani2020 · X

RT @LGMartelotto: Confronting false discoveries in single-cell differential expression | Nature Communications https://t.co/pqnzJdiazZ

Oct 6, 2021 · 31 shares · 4,354 followers View post →