Evidence map›Paper›PMID 33568140›Full record

ArticleBMC medical genomics2021

Genome-wide transcriptome study using deep RNA sequencing for myocardial infarction and coronary artery calcification.

Xiaoling Zhang, Jeroen G J van Rooij, Yoshiyuki Wakabayashi, Shih-Jen Hwang, Yanqin Yang, Mohsen Ghanbari, Daniel Bos, BIOS Consortium, Daniel Levy, Andrew D Johnson and 4 more

Open access · goldAbstract read
In one paragraph

Article in BMC medical genomics, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.

0numbers the graph read from it
0cells of the map it votes in
7citing papers in PubMed
0.7field-weighted citation impact, top 38% 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.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

7 citing papers in PubMed, 11 citations in OpenAlex.

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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

14 authors at 3 institutions in 2 countries.

Xiaoling ZhangDivision of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA. zhangxl@bu.edu.ORCID 0000-0001-8237-1857
Jeroen G J van RooijDepartment of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands.
Yoshiyuki WakabayashiDNA Sequencing and Genomics Core, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Shih-Jen HwangDivision of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Yanqin YangDNA Sequencing and Genomics Core, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Mohsen GhanbariDepartment of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands.
Daniel BosDepartment of Epidemiology, Erasmus Medical Center, Rotterdam, the Netherlands.
BIOS Consortium
Daniel LevyDivision of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Andrew D JohnsonDivision of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Joyce B J van MeursDepartment of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands.
Maryam KavousiDepartment of Internal Medicine, Erasmus Medical Center, Rotterdam, the Netherlands.
Jun ZhuDNA Sequencing and Genomics Core, National Heart, Lung and Blood Institute, Bethesda, MD, USA.
Christopher J O'DonnellDivision of Intramural Research, National Heart, Lung and Blood Institute, Bethesda, MD, USA. Christopher.ODonnell@va.gov.
National Heart Lung and Blood Institute · USErasmus MC · NLBoston University · US

Funding

Framingham Project/LevyZIAHL006001 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI LEVY, DANIEL · 2009 to 2025
$51.1M
Cardiovascular Genomics and Bioinformatics projectsZIAHL006170 · NHLBI · NATIONAL HEART, LUNG, AND BLOOD INSTITUTE · PI JOHNSON, ANDREW · 2013 to 2025
$25.3M
THE FRAMINGHAM HEART STUDY-N01HC25195-268025195-268025195N01HC025195 · HC · TRUSTEES OF BOSTON UNIVERSITY · PI WOLF, PHILIP A · 2002 to 2006
–
NHLBI NIH HHS N01 HC025195NHLBI NIH HHS N01-HC-25195
6 · The paper itself

Abstract

backgroundCoronary artery calcification (CAC) is a noninvasive measure of coronary atherosclerosis, the proximal pathophysiology underlying most cases of myocardial infarction (MI). We sought to identify expression signatures of early MI and subclinical atherosclerosis in the Framingham Heart Study (FHS). In this study, we conducted paired-end RNA sequencing on whole blood collected from 198 FHS participants (55 with a history of early MI, 72 with high CAC without prior MI, and 71 controls free of elevated CAC levels or history of MI). We applied DESeq2 to identify coding-genes and long intergenic noncoding RNAs (lincRNAs) differentially expressed in MI and high CAC, respectively, compared with the control.

resultsOn average, 150 million paired-end reads were obtained for each sample. At the false discovery rate (FDR) < 0.1, we found 68 coding genes and 2 lincRNAs that were differentially expressed in early MI versus controls. Among them, 60 coding genes were detectable and thus tested in an independent RNA-Seq data of 807 individuals from the Rotterdam Study, and 8 genes were supported by p value and direction of the effect. Immune response, lipid metabolic process, and interferon regulatory factor were enriched in these 68 genes. By contrast, only 3 coding genes and 1 lincRNA were differentially expressed in high CAC versus controls. APOD, encoding a component of high-density lipoprotein, was significantly downregulated in both early MI (FDR = 0.007) and high CAC (FDR = 0.01) compared with controls.

conclusionsWe identified transcriptomic signatures of early MI that include differentially expressed protein-coding genes and lincRNAs, suggesting important roles for protein-coding genes and lincRNAs in the pathogenesis of MI.

Indexed as

Coronary Artery DiseaseHigh-Throughput Nucleotide SequencingMyocardial InfarctionTranscriptomeVascular CalcificationAgedCase-Control StudiesFemaleGene Expression ProfilingGenome-Wide Association StudyHumansMaleMiddle AgedRNA, Long NoncodingSequence Analysis, RNARNA, Long NoncodingCoronary artery calcificationGene expression signaturesLong intergenic non-coding RNAMyocardial infarctionProtein-coding geneRNA-SeqWhole blood

Identifiers

PMID33568140
PMCPMC7874462
OpenAlexW3126516673

What OpenQuestion holds

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Registered trials

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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.