Evidence mapPaperPMID 40502917Full record

ReviewCureus2025

Prognostic Value of High-Sensitivity Troponin in Predicting Long-Term Cardiovascular Outcomes in Patients With Type 2 Diabetes: A Systematic Review.

Muhammad Hamza Shahid, Nisha Ali, Mounica Ratnala, Rehan Ishaque, Hamesh Gundala Raja, Roohollah Rahbani, Mir Ashar Ali, Mohammed Sadat Mohiuddin, Haroon Bin Idrees, Nishat Jahan Chowdhury and 1 more

Abstract readReview
In one paragraph

Review in Cureus, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
field-weighted citation impact
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

3 citing papers in PubMed.

  1. Review
  2. Article
  3. 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

11 authors.

Muhammad Hamza ShahidInternal Medicine, Akhtar Saeed Medical and Dental College, Lahore, PAK.
Nisha AliInternal Medicine, Liaquat University Hospital, Hyderabad, PAK.
Mounica RatnalaInternal Medicine, Anam Chenchu Subba Reddy Government Medical College, Nellore, IND.
Rehan IshaquePeadiatrics, Liaquat University of Medical and Health Sciences, Jamshoro, PAK.
Hamesh Gundala RajaInternal Medicine, K.A.P. Viswanatham Government Medical College, Trichirappalli, IND.
Roohollah RahbaniInternal Medicine, First Moscow State Medical University, Sydney, AUS.
Mir Ashar AliInternal Medicine, Deccan College of Medical Sciences, Hyderabad, IND.
Mohammed Sadat MohiuddinInternal Medicine, Deccan College of Medical Sciences, Hyderabad, IND.
Haroon Bin IdreesInternal Medicine, Avicenna Medical College, Lahore, PAK.
Nishat Jahan ChowdhuryInternal Medicine, Sylhet Women's Medical College, Sylhet, BGD.
Amir AliInternal Medicine, Services Hospital Lahore, Lahore, PAK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cardiovascular disease remains the leading cause of morbidity and mortality among patients with type 2 diabetes mellitus (T2DM). While conventional risk assessment tools often lack precision in diabetic populations, high-sensitivity cardiac troponins (hs-cTn), particularly high-sensitivity troponin T (hs-TnT) and high-sensitivity troponin T I (hs-TnI), have emerged as promising biomarkers capable of detecting subclinical myocardial injury and predicting adverse cardiovascular outcomes. This systematic review aimed to evaluate the prognostic effectiveness of hs-cTn in predicting long-term cardiovascular events in individuals with T2DM. A comprehensive search of PubMed, Scopus, and Web of Science was conducted for studies published up to March 2025, limited to English-language human studies. Only four studies met the inclusion criteria, reflecting the limited but focused evidence base. These studies varied in population characteristics, ranging from stable outpatients to patients with diabetic nephropathy and post-acute coronary syndrome, and in the outcomes assessed, including cardiovascular and all-cause mortality, heart failure, and renal events. Given this heterogeneity in both populations and endpoints, a narrative synthesis approach was adopted. Despite differences, elevated hs-cTn levels were consistently associated with worse long-term outcomes, although the strength of associations varied, with more consistent predictive value observed for cardiovascular and all-cause mortality compared to renal events. While findings support the potential of hs-cTn as a risk stratification tool in T2DM, the small number of eligible studies and variability in study designs limit generalizability and highlight the need for further research.

Indexed as

biomarkercardiovascular eventshigh-sensitivity troponinhs-tnihs-tntlong-term outcomesprognosisrisk stratificationsystematic reviewtype 2 diabetes mellitus

Identifiers

PMID40502917
PMCPMC12152219

What Socratic holds

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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.