Genome Biol March 2023 PMID 36991470

The shaky foundations of simulating single-cell RNA sequencing data.

Helena L Crowell, Sarah X Morillo Leonardo, Charlotte Soneson, Mark D Robinson

Full text PDF Download social card

Mentions

Peak: 34 in Nov 2021

across 3 sources since Nov 2021

Extended reach

705,488

potential audience

Total likes

265

Video views

153

Mentions per month

Nov 2021 – Jul 2023

Where it's discussed

X / Twitter89 posts
Blogs2 articles
YouTube1 videos

AI synopsis

What people are saying

Many posts refer to the shaky foundation of single-cell RNA sequencing data simulation, with phrases like 'built on sand' suggesting foundational issues in the methodology. The tone is both critical and intrigued, as seen in users expressing skepticism about the efficacy of these methods and emphasizing the necessity for further research, contributing to an overall sentiment that the publication could have significant implications for the field.

AgreementModerate agreement

Several discussions indicate a shared skepticism towards current methods of simulating single-cell RNA sequencing data, suggesting a general agreement on the issues raised in the publication.

InterestHigh interest

There is a high level of curiosity shown in the posts, with users expressing a desire to understand and critique the findings.

EngagementModerate engagement

While many posts simply reference the publication, some users engage more deeply with the implications and methodologies, suggesting a moderate level of engagement.

ImpactHigh impact

The discussions reflect a strong belief that the publication could significantly influence future research in bioinformatics.

Abstract in brief

The rise of single-cell RNA-sequencing (scRNA-seq) datasets has led to many new computational tools, prompting the need for benchmark studies to evaluate the performance of these methods compared to existing ones.
This study focuses on assessing synthetic scRNA-seq data generation methods to see how well they replicate actual experimental data, analyzing both gene and cell quality controls and their effects on clustering and batch correction comparisons.
Findings indicate that many simulators struggle with complex designs, often giving overly positive evaluations of integration performance and leading to uncertain conclusions about the effectiveness of different clustering methods.

Read the full abstract

All mentions

Evaluating the Performance of Synthetic scRNA-seq Data Generation

This study assesses synthetic scRNA-seq data generation methods, focusing on their capability to accurately replicate experimental data. We analyze gene and cell quality controls, revealing that many simulators may…

Social RTCL TV · Jul 20, 2023 153 views

Yang Fang

@xiaoxiaoyangs · X

RT @BioDecoded: The shaky foundations of simulating single-cell RNA sequencing data | Genome Biology https://t.co/OIuugkau3Q #Bioinformati…

Apr 24, 2023 · 4 shares · 23 followers View post →

Haruka Ozaki (尾崎遼)

@yuifu · X

RT @BioDecoded: The shaky foundations of simulating single-cell RNA sequencing data | Genome Biology https://t.co/OIuugkau3Q #Bioinformati…

Apr 24, 2023 · 4 shares · 4,205 followers View post →

Seungho Oh @seunghooh@genomic.social

@dancewithsun · X

RT @BioDecoded: The shaky foundations of simulating single-cell RNA sequencing data | Genome Biology https://t.co/OIuugkau3Q #Bioinformati…

Apr 24, 2023 · 4 shares · 98 followers View post →

BioDecoded

@BioDecoded · X

The shaky foundations of simulating single-cell RNA sequencing data | Genome Biology https://t.co/OIuugkau3Q #Bioinformatics https://t.co/GXYICEE3Jy

Apr 24, 2023 · 12 likes · 4 shares · 8,901 followers View post →

Kelly A. Hogan Ph.D.

@Loose_Lab_Rat · X

The shaky foundations of simulating single-cell RNA sequencing data https://t.co/9JpqkHTHss

Apr 4, 2023 · 3 likes · 2,240 followers View post →

Helena Lucia Crowell

@helucro · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 3, 2023 · 25 shares · 416 followers View post →

Jovana Maksimovic

@JovMaksimovic · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 3, 2023 · 25 shares · 1,894 followers View post →

Mark R@markrobinsonca@{genomic.social,bsky.social}

@markrobinsonca · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 3, 2023 · 25 shares · 3,510 followers View post →

MADscientist

@madscientist190 · X

RT @DrDx11696608: The shaky foundations of simulating single-cell RNA sequencing data https://t.co/OArYe8p6wW #single #cell #RNA #Bioinform…

Apr 2, 2023 · 2 shares · 146 followers View post →

Matt Ritchie

@mritchieau · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 2,514 followers View post →

Bioinformatics Trends 

@BinfoTrends · X

RT @DrDx11696608: The shaky foundations of simulating single-cell RNA sequencing data https://t.co/OArYe8p6wW #single #cell #RNA #Bioinform…

Apr 2, 2023 · 2 shares · 8,159 followers View post →

IBE

@DrDx11696608 · X

The shaky foundations of simulating single-cell RNA sequencing data https://t.co/OArYe8p6wW #single #cell #RNA #Bioinformatics https://t.co/Bz9WeX6XAD

Apr 2, 2023 · 3 likes · 2 shares · 94 followers View post →

Yamauchi Yuhei　山内悠平

@TheoBioYuhei · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 76 followers View post →

ZheFrench

@ZheFrench · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 411 followers View post →

Ron Finn

@Finnsense · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 1,120 followers View post →

Domenico Bellomo

@BellomoDomenico · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 414 followers View post →

Lindsay K Pino - @lkpino@genomic.social

@lkpino · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 2,562 followers View post →

Arthur Liberzon

@arthlib · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 83 followers View post →

Pau Badia i Mompel

@PauBadiaM · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 677 followers View post →

KirinRan

@NewKirinRanChan · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 26 followers View post →

Ernesto Paas

@netoelgrande · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 63 followers View post →

subho

@subhobrata1 · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 965 followers View post →

Noor Pratap Singh

@PratapNoor · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 2, 2023 · 25 shares · 247 followers View post →

Dr. Günaşık

@MrsZngn · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 998 followers View post →

priya joseph

@ayirpelle · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 4,887 followers View post →

Kyle Tretina, Ph.D.

@AllThingsApx · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 3,933 followers View post →

kspt

@jimin926 · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 148 followers View post →

Joseph D. Janizek

@joejanizek · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 1,353 followers View post →

Peter

@BiotechPedro · X

RT @jmschreiber91: I was always skeptical of single-cell data simulation methods because we still have lingering questions about what exact…

Apr 1, 2023 · 25 shares · 754 followers View post →

Jacob Schreiber

@jmschreiber91 · X

Apr 1, 2023 · 96 likes · 25 shares · 4,800 followers View post →

single cell papers

@sc_papers · X

The shaky foundations of simulating single-cell RNA sequencing data https://t.co/FI1UMEQLFj https://t.co/ydiy7xXLGv

Mar 30, 2023 · 305 followers View post →

CompBiolPapers

@CompBiolPapers · X

The shaky foundations of simulating single-cell RNA sequencing data https://t.co/bXI81yY1Cu

Mar 30, 2023 · 1,780 followers View post →

Bioinformatics Trends 

@BinfoTrends · X

RT @jsantoyo: The shaky foundations of simulating single-cell RNA sequencing data. #SingleCell #scRNAseq #SimulatedData @GenomeBiology htt…

Mar 29, 2023 · 1 share · 8,159 followers View post →

Javier Santoyo

@jsantoyo · X

The shaky foundations of simulating single-cell RNA sequencing data. #SingleCell #scRNAseq #SimulatedData @GenomeBiology https://t.co/cC960SQ7kH

Mar 29, 2023 · 3 likes · 1 share · 6,099 followers View post →

The Innovation | Medicine

@Innov_Medicine · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 22, 2022 · 14 shares · 253,985 followers View post →

Kai Xu

@sdxk163 · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 17, 2022 · 14 shares · 16 followers View post →

Jeanne Bark

@marc_herb · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 17, 2022 · 14 shares · 644 followers View post →

Hamim Zafar

@Quasarzafar · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 552 followers View post →

Rintu Kutum

@rintukutum · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 1,259 followers View post →

Davide Cirillo

@Davide__Cirillo · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 648 followers View post →

Seyoon Lee

@Seyoon_L · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 214 followers View post →

Will Macnair

@willmacnair · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 502 followers View post →

aln

@systemnaBio · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 311 followers View post →

Bodhi Dharma

@dharma92biol · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 165 followers View post →

Yi-Wen Hsiao

@YWHSIAO9419 · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 390 followers View post →

Nancy Yu

@ynancy · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 415 followers View post →

Paul Geeleher

@PGeeleher · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 653 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYt…

Aug 16, 2022 · 14 shares · 3,834 followers View post →

Stephen Turner

@strnr · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/Sm6v7VxxVZ https://t.co/pqOFxYYtfh

Aug 16, 2022 · 51 likes · 14 shares · 30,831 followers View post →

Taco Jesse

@TJesse62 · X

RT @jsantoyo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data. #scRNAseq #DataSimulation https://t.co/BJ…

Mar 1, 2022 · 3 shares · 1,732 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @jsantoyo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data. #scRNAseq #DataSimulation https://t.co/BJ…

Mar 1, 2022 · 3 shares · 3,834 followers View post →

Bioinformatics Trends 

@BinfoTrends · X

RT @jsantoyo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data. #scRNAseq #DataSimulation https://t.co/BJ…

Mar 1, 2022 · 3 shares · 8,159 followers View post →

Javier Santoyo

@jsantoyo · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data. #scRNAseq #DataSimulation https://t.co/BJbeIAtHgP @biorxivpreprint

Mar 1, 2022 · 4 likes · 3 shares · 6,099 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @CompBiolPapers: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data [NEW RESULTS] https://t.co/ehGr2fCfF1

Jan 30, 2022 · 1 share · 3,834 followers View post →

CompBiolPapers

@CompBiolPapers · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data [NEW RESULTS] https://t.co/ehGr2fCfF1

Jan 30, 2022 · 1 share · 1,780 followers View post →

Michael P.H. Stumpf

@theosysbio · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 17, 2021 · 7 shares · 4,021 followers View post →

PromisingPreprints

@PromPreprint · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/87iiUzJS5e

Nov 17, 2021 · 1 like · 3,309 followers View post →

Holger Heyn

@hoheyn · X

CONGRATS @CrowellHL and @markrobinsonca. #singlecell simulation tools benchmarked. Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/ec1VLt1PZs

Nov 17, 2021 · 12 likes · 5,839 followers View post →

archieyoung

@archieyoung14 · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 17, 2021 · 21 shares · 3 followers View post →

D. Zambrana

@mz_deyvis · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 50 followers View post →

Aaron Kwok

@aaronkwc · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 16, 2021 · 7 shares · 42 followers View post →

Florian Vasilescu

@singlecellgenie · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 112 followers View post →

Prasath Lab CCHMC

@PrasathLab · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 1,087 followers View post →

Helena Lucia Crowell

@helucro · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 416 followers View post →

Chris Ghadban

@ceghadban · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 959 followers View post →

Rintu Kutum

@rintukutum · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 1,259 followers View post →

Anshul Kundaje (anshulkundaje@bluesky)

@anshulkundaje · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 26,872 followers View post →

Petar

@pvtodorov · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 1,177 followers View post →

Jeroen Gilis

@GilisJeroen · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 222 followers View post →

Mark R@markrobinsonca@{genomic.social,bsky.social}

@markrobinsonca · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 3,510 followers View post →

ZDQ&Interlaken

@ZDQ_Interlaken · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 116 followers View post →

Mick W@tson ↙️

@BioMickWatson · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 28,952 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 3,834 followers View post →

Sean Simmons

@seankenneths · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 702 followers View post →

WeiTing Lin(GR15

@weitinglin66 · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 1,291 followers View post →

nomad421

@nomad421 · X

RT @strnr: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap…

Nov 16, 2021 · 21 shares · 8,887 followers View post →

Stephen Turner

@strnr · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/BHUF9qTR7T https://t.co/Qkn7dUap7J https://t.co/GQXvfEr35Q

Nov 16, 2021 · 62 likes · 21 shares · 30,831 followers View post →

antisense.

@razoralign · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/8tDyeT07L1 https://t.co/Pvj4UV30gf

Nov 16, 2021 · 15,928 followers View post →

Helio Rocha

@_elioRocha · X

#bioRxiv Built on sand: the shaky foundations of simulating single-cell RNA sequencing data #bioinfo https://t.co/d6rqI4v0bb

Nov 16, 2021 · 609 followers View post →

Alan Murphy

@Al_Murphy_ · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 16, 2021 · 7 shares · 391 followers View post →

Peter Hickey

@PeteHaitch · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 15, 2021 · 7 shares · 1,355 followers View post →

Valentine Svensson

@vallens · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 15, 2021 · 7 shares · 3,781 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @biorxiv_bioinfo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/ndf5o77yN0 #biorxiv_b…

Nov 15, 2021 · 3 shares · 3,834 followers View post →

Single Cell Media

@SingleCellMedia · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 15, 2021 · 7 shares · 3,834 followers View post →

Matt Challacombe

@MattChallacombe · X

RT @biorxiv_bioinfo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/ndf5o77yN0 #biorxiv_b…

Nov 15, 2021 · 3 shares · 1,957 followers View post →

Valan

@valanvir · X

RT @biorxivpreprint: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 15, 2021 · 7 shares · 52 followers View post →

Aaron Day-Williams

@AGDAYWILL · X

RT @biorxiv_bioinfo: Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/ndf5o77yN0 #biorxiv_b…

Nov 15, 2021 · 3 shares · 710 followers View post →

bioRxiv Bioinfo

@biorxiv_bioinfo · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/ndf5o77yN0 #biorxiv_bioinfo

Nov 15, 2021 · 1 like · 3 shares · 18,065 followers View post →

bioRxiv

@biorxivpreprint · X

Built on sand: the shaky foundations of simulating single-cell RNA sequencing data https://t.co/rofjNvGcQw #bioRxiv

Nov 15, 2021 · 16 likes · 7 shares · 136,923 followers View post →

The shaky foundations of simulating single-cell RNA sequencing data.

Mentions per month

Where it's discussed

What people are saying

Abstract in brief

Top posts

All mentions

Evaluating the Performance of Synthetic scRNA-seq Data Generation