Evidence mapPaperPMID 36630488Full record

SynthesisDiabetes2023

Protein Markers of Diabetes Discovered in an African American Cohort.

Zsu-Zsu Chen, Yan Gao, Michelle J Keyes, Shuliang Deng, Michael Mi, Laurie A Farrell, Dongxiao Shen, Usman A Tahir, Daniel E Cruz, Debby Ngo and 5 more

Open access · bronzeAbstract readMeta-Analysis
In one paragraph

Synthesis in Diabetes, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing papers in PubMed
2.5field-weighted citation impact, top 11% 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

9 citing papers in PubMed, 16 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Article
  8. Review
  9. 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

15 authors at 4 institutions in 1 country.

Zsu-Zsu ChenDivision of Endocrinology, Diabetes, and Metabolism, Beth Israel Deaconess Medical Center, Boston, MA.
Yan GaoJackson Heart Study, University of Mississippi Medical Center, Jackson, MS.
Michelle J KeyesDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Shuliang DengDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Michael MiHarvard School of Medicine, Boston, MA.
Laurie A FarrellDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Dongxiao ShenDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Usman A TahirHarvard School of Medicine, Boston, MA.
Daniel E CruzHarvard School of Medicine, Boston, MA.
Debby NgoHarvard School of Medicine, Boston, MA.
Mark D BensonHarvard School of Medicine, Boston, MA.
Jeremy M RobbinsHarvard School of Medicine, Boston, MA.
Adolfo CorreaJackson Heart Study, University of Mississippi Medical Center, Jackson, MS.
James G WilsonDivision of Cardiovascular Medicine, Beth Israel Deaconess Medical Center, Boston, MA.
Robert E GersztenHarvard School of Medicine, Boston, MA.ORCID 0000-0002-6767-7687
Boston University · USBeth Israel Deaconess Medical Center · USJackson Memorial Hospital · USBroad Institute · US

Funding

The Role of PPM1G in Apolipoprotein E Biology and Atherosclerotic Cardiovascular DiseaseK08HL145095 · NHLBI · BETH ISRAEL DEACONESS MEDICAL CENTER · PI Mark Daniel Benson · 2021 to 2023
$502k
Proteomics of Cardiometabolic and Renal Traits in African AmericansR01HL133870 · BETH ISRAEL DEACONESS MEDICAL CENTER · 2025 to 2025
$495k
Phosphatidylcholine and cholesterol ester biomarkers of type 2 diabetes and preventive treatment effectsK23DK127073 · BETH ISRAEL DEACONESS MEDICAL CENTER · 2025 to 2025
$165k
The Role of SECTM1 in Monocyte Biology and AtherosclerosisK08HL161445 · BETH ISRAEL DEACONESS MEDICAL CENTER · 2025 to 2025
$164k
NHLBI NIH HHS HHSN268201600034INHLBI NIH HHS HHSN268201800010INHLBI NIH HHS HHSN268201800011CNHLBI NIH HHS HHSN268201800011INHLBI NIH HHS HHSN268201800012CNHLBI NIH HHS HHSN268201800012INHLBI NIH HHS HHSN268201800014CNHLBI NIH HHS HHSN268201800014INHLBI NIH HHS HHSN268201800015INHLBI NIH HHS K08 HL145095NHLBI NIH HHS K08 HL161445NHLBI NIH HHS K23 HL150327NHLBI NIH HHS R01 HL132320NHLBI NIH HHS R01 HL133870NIA NIH HHS RF1 AG063507NIDDK NIH HHS K23 DK127073NIMHD NIH HHS HHSN268201800013I
6 · The paper itself

Abstract

Proteomics has been used to study type 2 diabetes, but the majority of available data are from White participants. Here, we extend prior work by analyzing a large cohort of self-identified African Americans in the Jackson Heart Study (n = 1,313). We found 325 proteins associated with incident diabetes after adjusting for age, sex, and sample batch (false discovery rate q < 0.05) measured using a single-stranded DNA aptamer affinity-based method on fasting plasma samples. A subset was independent of established markers of diabetes development pathways, such as adiposity, glycemia, and/or insulin resistance, suggesting potential novel biological processes associated with disease development. Thirty-six associations remained significant after additional adjustments for BMI, fasting plasma glucose, cholesterol levels, hypertension, statin use, and renal function. Twelve associations, including the top associations of complement factor H, formimidoyltransferase cyclodeaminase, serine/threonine-protein kinase 17B, and high-mobility group protein B1, were replicated in a meta-analysis of two self-identified White cohorts-the Framingham Heart Study and the Malmö Diet and Cancer Study-supporting the generalizability of these biomarkers. A selection of these diabetes-associated proteins also improved risk prediction. Thus, we uncovered both novel and broadly generalizable associations by studying a diverse population, providing a more complete understanding of the diabetes-associated proteome.

Indexed as

Diabetes Mellitus, Type 2BiomarkersBlack or African AmericanHumansObesityRisk FactorsBiomarkers

Identifiers

PMID36630488
PMCPMC10033249
OpenAlexW4315631684

What Socratic holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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 Socratic graph.