October 2018 PMID 30343672

SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation.

Bogdan Budnik, Ezra Levy, Guillaume Harmange, Nikolai Slavov

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Mentions

69
Peak: 12 in Jun 2023
across 5 sources since Dec 2017

Extended reach

267,322
potential audience

Total likes

390

Video views

29,159

Mentions per month

Dec 2017 – Aug 2025

Where it's discussed

  • X / Twitter42 posts
  • Blogs9 articles
  • YouTube8 videos
  • News8 articles
  • Facebook2 posts

AI synopsis

What people are saying

Examples show that discussions emphasize the technological innovations, such as the SCoPE-MS and SCoPE2 protocols, using enthusiastic terms like 'beautiful paper' and 'game-changing.' The tone and choice of words highlight the community's recognition of the article’s importance and engagement with its technical details, indicating a positive outlook on its scientific impact.

AgreementModerate agreement

Most discussions acknowledge the significance and technical advancements presented in the publication, reflecting general agreement with its contributions.

InterestHigh interest

There is high interest due to the relevance of single-cell proteomics and recent technological improvements discussed in the social deliberations.

EngagementModerate engagement

Participants reference specific methods, such as the SCoPE-MS protocol and technological challenges, indicating active engagement and familiarity with the content.

ImpactModerate impact

Users recognize the publication's potential to influence future research and technological development in the field, affirming its moderate to high impact.

Abstract in brief

  • SCoPEMS is a new mass spectrometry technique that allows scientists to measure thousands of proteins in individual mammalian cells, helping to understand cell differences during processes like differentiation.
  • It has been validated by successfully distinguishing different human cancer cell types based on their protein profiles and was used to analyze mouse embryonic stem cells, revealing detailed protein abundance patterns.
  • Comparing single-cell proteomes with transcriptomes showed some coordination between mRNA and protein levels, but also revealed that many genes are regulated differently at these two layers, indicating complex control mechanisms during cell differentiation.]

Top posts

Most liked on X and Bluesky
Prof. Nikolai Slavov
@slavov_n · X

This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody else had done it earlier. https://t.co/cAKLET86Wd https://t.co/zfxDwh5ixc

Jun 10, 2023 · 71 likes · 12 shares · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have been helpful, but using older equipment changed the perception about the feasibility & accessibility of single-cell proteomics. https://t.co/cAKLET86Wd https://t.co/1huPIRJmKP

Aug 23, 2025 · 34 likes · 4 shares · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, including: https://t.co/cAKLET86Wd at Genome Biology https://t.co/8Agmu0HjiO at Genome Biology https://t.co/peylTx0OXy at J. Proteome Res. Genome Biology https://t.co/dHS8WGCy7o

Jul 21, 2023 · 19 likes · 4 shares · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

… The SCoPE2 protocol allows analyzing > 200 single cells / day. This throughput is higher than for SCoPE-MS https://t.co/cAKLET86Wd, and I look forward to increasing it further as previously discussed: https://t.co/peylTx0OXy

Jan 27, 2021 · 7 likes · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

2/ ... I felt very confident in the core ideas & conclusions. Thus, I felt it was just a matter of time until others reach that confidence. The reviews at @GenomeBiology were much more thoughtful & constructive. https://t.co/cAKLET86Wd

Oct 17, 2024 · 6 likes · 1 share · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

The 2022 Google Metrics are out https://t.co/gALibbmuNr Several papers from @slavovLab are listed within the h5-indices of their journals, including: https://t.co/peylTx0OXy at @JProteomeRes https://t.co/EXrnHYM17V at @PLOSCompBiol https://t.co/cAKLET86Wd at @GenomeBiology

Jul 9, 2022 · 4 likes · 1 share · 19,972 followers View post →

All mentions

Saubashya Sur, PhD
@SaubashyaSur · X

RT @slavov_n: When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have be…

Aug 24, 2025 · 4 shares · 768 followers View post →
돌아온 히힝
@V_nDing_machine · X

RT @slavov_n: When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have be…

Aug 23, 2025 · 4 shares · 17 followers View post →
kato masaki
@grizzly_41 · X

RT @slavov_n: When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have be…

Aug 23, 2025 · 4 shares · 134 followers View post →
Slavov Laboratory
@slavovLab · X

RT @slavov_n: When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have be…

Aug 23, 2025 · 4 shares · 2,831 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

When we started this project - about 10 years ago - we had limited access to old equipment. Better equipment would have been helpful, but using older equipment changed the perception about the feasibility & accessibility of single-cell proteomics. https://t.co/cAKLET86Wd https://t.co/1huPIRJmKP

Aug 23, 2025 · 34 likes · 4 shares · 19,972 followers View post →
IntoWild
@euvlook · X

RT @slavov_n: 2/ ... I felt very confident in the core ideas & conclusions. Thus, I felt it was just a matter of time until others…

Oct 17, 2024 · 1 share · 78 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

2/ ... I felt very confident in the core ideas & conclusions. Thus, I felt it was just a matter of time until others reach that confidence. The reviews at @GenomeBiology were much more thoughtful & constructive. https://t.co/cAKLET86Wd

Oct 17, 2024 · 6 likes · 1 share · 19,972 followers View post →
Slavov Laboratory
@slavovLab · X

RT @slavov_n: @DsSvetlov I agree. I started doing mass spec proteomics using facilities, including for sensitive and demanding projects lik…

Feb 24, 2024 · 1 share · 2,831 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

@DsSvetlov I agree. I started doing mass spec proteomics using facilities, including for sensitive and demanding projects like SCoPE-MS https://t.co/cAKLET86Wd The cost of MS instruments was a major bottleneck for us. Relieving it with a discounted QE was empowering.

Feb 24, 2024 · 3 likes · 1 share · 19,972 followers View post →
Slavov Laboratory
@slavovLab · X

RT @slavov_n: The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, inclu…

Jul 22, 2023 · 4 shares · 2,831 followers View post →
audrey combes
@Audrey_Combes · X

RT @slavov_n: The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, inclu…

Jul 22, 2023 · 4 shares · 20 followers View post →
Szu Shuo Lee
@ShuoSzu · X

RT @slavov_n: The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, inclu…

Jul 21, 2023 · 4 shares · 156 followers View post →
Northeastern University Bioengineering
@NUBioE1 · X

RT @slavov_n: The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, inclu…

Jul 21, 2023 · 4 shares · 613 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

The 2023 Google Metrics are out, and several papers from @slavovLab are listed within the h5-indices of their journals, including: https://t.co/cAKLET86Wd at Genome Biology https://t.co/8Agmu0HjiO at Genome Biology https://t.co/peylTx0OXy at J. Proteome Res. Genome Biology https://t.co/dHS8WGCy7o

Jul 21, 2023 · 19 likes · 4 shares · 19,972 followers View post →
Olivier Gandrillon
@ogandril · X

According to rule 34 of single cell, yes, it IS! https://t.co/ue57WhSTGS https://t.co/jiz5tfrU1E

Jun 23, 2023 · 256 followers View post →
Pranav
@_roaming_lion_ · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 12, 2023 · 12 shares · 36 followers View post →
Si Wu Research Group
@lab_wu · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 12, 2023 · 12 shares · 416 followers View post →
priya joseph
@ayirpelle · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 4,898 followers View post →
Shrikant Raut
@Shrikan12867255 · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 10 followers View post →
Old but not mad!
@2bedaReelThing · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 218 followers View post →
Brian Dean
@bdean_ · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 565 followers View post →
Slavov Laboratory
@slavovLab · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 2,831 followers View post →
DS(Dongsung) Kim
@dskim22 · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 11, 2023 · 12 shares · 99 followers View post →
Leili Rohani
@Leili_Rohani · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 10, 2023 · 12 shares · 3,131 followers View post →
John Andrew Todd
@ProfJohnATodd · X

RT @slavov_n: This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody e…

Jun 10, 2023 · 12 shares · 1,026 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

This paper was rather late. The essential equipment & tools that we used were available circa 2010. I wish we or somebody else had done it earlier. https://t.co/cAKLET86Wd https://t.co/zfxDwh5ixc

Jun 10, 2023 · 71 likes · 12 shares · 19,972 followers View post →
Slavov Laboratory
@slavovLab · X

RT @slavov_n: The 2022 Google Metrics are out https://t.co/gALibbmuNr Several papers from @slavovLab are listed within the h5-indices of t…

Jul 10, 2022 · 1 share · 2,831 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

The 2022 Google Metrics are out https://t.co/gALibbmuNr Several papers from @slavovLab are listed within the h5-indices of their journals, including: https://t.co/peylTx0OXy at @JProteomeRes https://t.co/EXrnHYM17V at @PLOSCompBiol https://t.co/cAKLET86Wd at @GenomeBiology

Jul 9, 2022 · 4 likes · 1 share · 19,972 followers View post →
Wridhani
@Wiwit_ridhani · X

Pada 2018, Nicolai Slavov dan timnya menjelaskan protokol lisis sel untuk analisis MS. Metodenya dinamakan SCoPE-MS (single-cell proteomics by mass spectrometry). https://t.co/QwzdOx9GR8

Sep 21, 2021 · 209 followers View post →
Isatou Sarr
@IsatouSarr4 · X

SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation https://t.co/iTMeQKBapW

Apr 7, 2021 · 1 like · 34 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

… The SCoPE2 protocol allows analyzing > 200 single cells / day. This throughput is higher than for SCoPE-MS https://t.co/cAKLET86Wd, and I look forward to increasing it further as previously discussed: https://t.co/peylTx0OXy

Jan 27, 2021 · 7 likes · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

@RuvinskyIlya @slavovLab The peer review took some time, and it was easier to bear given that the results, data and code where publicly available & part of the discussions. While the peer reviewed version https://t.co/cAKLET86Wd is cited more frequently, I felt the preprint was the real publication.

Jan 24, 2021 · 2 likes · 19,972 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

@Afrobodies @sciencemagazine Mass-spec instruments can detect single ions as demonstrated in this beautiful paper by @NLKProteomics et al https://t.co/k5AFU4W3or We quantified proteins present at 50k copies / cell while optimizing throughout, so that is not a limit of sensitivity https://t.co/cAKLET86Wd

Jan 31, 2020 · 2 likes · 19,972 followers View post →
Geremy Clair
@GrmyClair · X

@AlbertVilella While Cytof is there no other Proteomics methods are present in the list. NanoPOTS, https://t.co/NlmpLxvnt2 BASIL https://t.co/ZJhWFYHhz1 DIA-sc-proteomics https://t.co/NlmpLxvnt2 And scope https://t.co/rJEvoGR1dZ should be added.

Aug 8, 2019 · 1 like · 357 followers View post →
Prof(ret.) Dr Rune Linding 
@RuneLinding · X

RT @Smith_Chem_Wisc: Hey @slavovLab this is a pretty great paper. SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome…

May 28, 2019 · 3 shares · 3,058 followers View post →
Prof. Nikolai Slavov
@slavov_n · X

RT @Smith_Chem_Wisc: Hey @slavovLab this is a pretty great paper. SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome…

May 28, 2019 · 3 shares · 19,972 followers View post →
Pastel BioScience
@PastelBio · X

RT @Smith_Chem_Wisc: Hey @slavovLab this is a pretty great paper. SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome…

May 24, 2019 · 3 shares · 5,376 followers View post →
MetaMorpheus @metamorpheus.bsky.social
@Smith_Chem_Wisc · X

Hey @slavovLab this is a pretty great paper. SCoPE-MS: mass spectrometry of single mammalian cells quantifies proteome heterogeneity during cell differentiation https://t.co/tBpRbzXO64

May 24, 2019 · 4 likes · 3 shares · 1,584 followers View post →
Dr. Rex Devasahayam Arokia Balaya, MPhil., Ph.D.
@rexprem · X

RT @GrayHuffman: Low-input samples are more substantially impacted by the presence of co-eluting non-peptidic ions, and having a means to i…

Mar 6, 2019 · 1 share · 587 followers View post →
Gray Huffman
@GrayHuffman · X

Low-input samples are more substantially impacted by the presence of co-eluting non-peptidic ions, and having a means to identify the impact of these contaminant ions can be quite helpful when evaluating/comparing SCoPE-style (https://t.co/CyYYXTXjCh) experiments.

Mar 5, 2019 · 2 likes · 1 share · 89 followers View post →
Gray Huffman
@GrayHuffman · X

When adopting or optimizing low-input sample methods (such as SCoPE-MS: https://t.co/CyYYXTXjCh), increasing the number and purity of sampled ions is particularly important. DO-MS allowed the Slavov Lab to better sample the elution peak apex by optimizing our duty cycle. https://t.co/iTq2CKrSj6

Mar 5, 2019 · 3 likes · 89 followers View post →
Albert Chen
@atchen_ · X

@slavovLab @afranks53 @NUBioE1 With our single cell SCoPE-MS data (https://t.co/OFIcXxMVzb), low-abundance peptides with noisier spectra were frequently receiving low identification confidence - making them unusable for downstream analyses or requiring us to impute data. 3/

Mar 5, 2019 · 2 likes · 83 followers View post →