Evidence map›Paper›PMID 31852401›Full record

ArticleCirculation research2020

Longitudinal RNA-Seq Analysis of the Repeatability of Gene Expression and Splicing in Human Platelets Identifies a Platelet

Matthew T Rondina, Deepak Voora, Lukas M Simon, Hansjörg Schwertz, Julie F Harper, Olivia Lee, Seema C Bhatlekar, Qing Li, Alicia S Eustes, Emilie Montenont and 6 more

Registry-linked trialOpen access · bronzeAbstract read
In one paragraph

Article in Circulation research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07460440 (SPARC - Screening for Lung Cancer With Platelets Via an AI-enabled RNA-based Classifier), which is not on this map. Cited by 39 papers.

0numbers the graph read from it
0cells of the map it votes in
39citing papers in PubMed
3.1field-weighted citation impact, top 7% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

NCT07460440 not yet recruitingnot on this mapstarted 2026, after this paper: background citation

SPARC - Screening for Lung Cancer With Platelets Via an AI-enabled RNA-based Classifier

TypeobservationalSponsorUniversity of UtahRan2026 to 2028Enrolled240ConditionsLung Cancer, Lung NoduleArmsPlatelet RNA-based assay
3 · Its place in the literature

Who cites it

39 citing papers in PubMed, 69 citations in OpenAlex.

  1. Trial
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  10. Observational
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  12. Heterogeneity of platelets and their responses.Research and practice in thrombosis and haemostasis · 2024
    Article
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  14. Review
  15. Review
  16. Observational
  17. Review
  18. A New Role of NAP1L1 in Megakaryocytes and Human Platelets.International journal of molecular sciences · 2022
    Article
  19. Article
  20. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

16 authors at 3 institutions in 1 country.

Matthew T RondinaFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Deepak VooraDuke Center for Applied Genomics & Precision Medicine, Durham, NC (D.V.).
Lukas M SimonHelmholtz Zentrum München, German Research Center for Environmental Health, Institute of Computational Biology, Neuherberg, Germany (L.M.S.).
Hansjörg SchwertzFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Julie F HarperFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Olivia LeeFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Seema C BhatlekarFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Qing LiHuntsman Cancer Institute, Salt Lake City, Utah (Q.L.).
Alicia S EustesFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Emilie MontenontFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Robert A CampbellFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Neal D TolleyFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Yasuhiro KosakaFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Andrew S WeyrichFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Paul F BrayFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Jesse W RowleyFrom the Molecular Medicine Program (M.T.R., H.S., J.F.H., O.L., S.C.B., A.S.E., E.M., R.A.C., N.D.T., Y.K., A.S.W., P.F.B., J.W.R.).
Geriatric Research Education and Clinical Center · USHuntsman Cancer Institute · USUniversity of Utah · US

Funding

Utah Center for Clinical and Translational ScienceUL1TR002538 · NCATS · UNIVERSITY OF UTAH · PI HESS, RACHEL, MAJERSIK, JENNIFER JUHL · 2018 to 2022
$26.0M
University of Utah Center for Clinical and Translational ScienceUL1TR001067 · NCATS · UNIVERSITY OF UTAH · PI DERE, WILLARD H., HESS, RACHEL · 2013 to 2017
$19.8M
UNIVERSITY OF UTAH CENTER FOR CLINICAL AND TRANSLATIONAL SCIENCE-UL1: BPCAUL1RR025764 · NCRR · UNIVERSITY OF UTAH · PI MCCLAIN, DONALD A. · 2008 to 2011
$19.4M
Translational Research Skills Development CoreU54HL112311 · NHLBI · UNIVERSITY OF UTAH · PI WEYRICH, ANDREW S, ZIMMERMAN, GUY A. · 2012 to 2016
$12.9M
University of Utah Center for Clinical and Translational Science-UL1UL1TR000105 · NCATS · UNIVERSITY OF UTAH · PI MCCLAIN, DONALD A. · 2012 to 2013
$5.1M
Translational Control of Megakaryocyte and Platelet Gene Expression in DiseaseR35HL145237 · NHLBI · UNIVERSITY OF UTAH · PI WEYRICH, ANDREW S · 2019 to 2025
$4.7M
Variation in platelet function: the genetics of platelet gene expressionR01HL102482 · NHLBI · UNIVERSITY OF UTAH · PI BRAY, PAUL F. · 2010 to 2018
$4.6M
Development Of Prognostic Platelet RNA Biomarkers To Tailor Antiplatelet TherapyR01HL118049 · NHLBI · DUKE UNIVERSITY · PI VOORA, DEEPAK · 2013 to 2017
$3.9M
TRANSLATIONAL EVENTS IN PLATELETSR01HL066277 · NHLBI · UNIVERSITY OF UTAH · PI WEYRICH, ANDREW S · 2001 to 2012
$3.8M
Mitochondrial fusion protein MFN2 prevents platelet death and dysfunctionR01HL144957 · NHLBI · UTAH STATE HIGHER EDUCATION SYSTEM--UNIVERSITY OF UTAH · PI JESSE ROWLEY · 2019 to 2026
$3.2M
The Effects of ART on Platelets and HIV-Associated ThrombosisR01HL126547 · NHLBI · UNIVERSITY OF UTAH · PI PLANELLES, VICENTE, RONDINA, MATTHEW THOMAS · 2014 to 2017
$3.0M
In vivo studies of megakaryocyte microRNAs regulating platelet number and integrin activationR01HL141424 · NHLBI · UNIVERSITY OF UTAH · PI BRAY, PAUL F. · 2018 to 2021
$2.5M
CSRD VA I01 CX001696NCATS NIH HHS UL1 TR001067NCATS NIH HHS UL1 TR002538NCRR NIH HHS UL1 RR025764NHLBI NIH HHS K23 HL092161NHLBI NIH HHS R01 HL066277NHLBI NIH HHS R01 HL102482NHLBI NIH HHS R01 HL118049NHLBI NIH HHS R01 HL126547NHLBI NIH HHS R01 HL141424NHLBI NIH HHS R01 HL142804NHLBI NIH HHS R01 HL144957NHLBI NIH HHS R35 HL145237NHLBI NIH HHS U54 HL112311NIA NIH HHS K01 AG059892NIA NIH HHS R03 AG040631NIGMS NIH HHS K01 GM103806
6 · The paper itself

Abstract

rationaleLongitudinal studies are required to distinguish within versus between-individual variation and repeatability of gene expression. They are uniquely positioned to decipher genetic signal from environmental noise, with potential application to gene variant and expression studies. However, longitudinal analyses of gene expression in healthy individuals-especially with regards to alternative splicing-are lacking for most primary cell types, including platelets.

objectiveTo assess repeatability of gene expression and splicing in platelets and use repeatability to identify novel platelet expression quantitative trait loci (QTLs) and splice QTLs. METHODS AND

resultsWe sequenced the transcriptome of platelets isolated repeatedly up to 4 years from healthy individuals. We examined within and between individual variation and repeatability of platelet RNA expression and exon skipping, a readily measured alternative splicing event. We find that platelet gene expression is generally stable between and within-individuals over time-with the exception of a subset of genes enriched for the inflammation gene ontology. We show an enrichment among repeatable genes for associations with heritable traits, including known and novel platelet expression QTLs. Several exon skipping events were also highly repeatable, suggesting heritable patterns of splicing in platelets. One of the most repeatable was exon 14 skipping of

conclusionsWe conclude that the platelet transcriptome is generally stable over 4 years. We demonstrate the use of repeatability of gene expression and splicing to identify novel platelet expression QTLs and splice QTLs. rs6128 is a platelet splice QTL that alters

Indexed as

Alternative SplicingBlood PlateletsExonsGene OntologyHumansPolymorphism, Single NucleotideP-SelectinQuantitative Trait LociRNA-SeqTranscriptomeP-SelectinSELP protein, humanalternative splicingblood plateletsexonslongitudinal studiesquantitative trait locirna-seqtranscriptome

Identifiers

PMID31852401
PMCPMC7323475
OpenAlexW2996072467

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Read underepoch 390

Registered trials

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.