Evidence mapPaperPMID 41732594Full record

ReviewCureus2026

Metabolic Inflammation as a Common Thread in Cardio-Endocrine Diseases: Toward a Unified Therapeutic Framework.

Nidhi Patil, Neha Uppal, Simranjeet Bedi, Hiral Undhad, Pooja Joshi

Abstract readReview
In one paragraph

Review in Cureus, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Article
  2. 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

5 authors.

Nidhi PatilEmergency Medicine, Lister Hospital, Stevenage, GBR.
Neha UppalInternal Medicine, Integrated Medical Care Hospital, Lahore, PAK.
Simranjeet BediInternal Medicine, Kharkiv National Medical University, Kharkiv, UKR.
Hiral UndhadInternal Medicine, Jiangsu University School of Medicine, Zhenjiang, CHN.
Pooja JoshiInternal Medicine, Kanti Devi Medical College Hospital and Research Centre, Mathura, IND.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Metabolic inflammation, or metaflammation, has emerged as a unifying mechanism linking cardiovascular and endocrine disorders. This narrative review aimed to synthesize mechanistic, clinical, and therapeutic evidence on how inflammation bridges these domains and to explore prospects for a unified therapeutic framework. We systematically searched PubMed, Scopus, and Web of Science for English-language articles published between 2010 and 2024, yielding 256 relevant articles, of which 115 were included after detailed screening. Studies addressing adipose tissue inflammation, gut microbiota dysbiosis, innate immune activation, mitochondrial dysfunction, clinical biomarkers, and anti-inflammatory therapies were analyzed. Evidence demonstrates that visceral adipose tissue (VAT) inflammation, inflammasome activation, and mitochondrial oxidative stress form shared pathogenic nodes across cardiovascular and endocrine diseases. Clinical correlates, including biomarkers such as IL-6, C-reactive protein (CRP), glycoprotein acetylation (GlycA), and exosomes, provide diagnostic and prognostic insights, while therapeutic convergence has been highlighted by sodium-glucose cotransporter 2 (SGLT2) inhibitors, glucagon-like peptide-1 (GLP-1) receptor agonists, and IL-1β-targeted interventions. Lifestyle modifications such as Mediterranean diets, microbiota-directed therapies, and intermittent fasting further reinforce dual-organ protection. Despite significant advances, limitations remain in translating multi-omics discoveries, biomarker integration, and systems pharmacology into routine practice. Current evidence underscores the need for prospective trials incorporating inflammatory phenotyping, composite cardio-endocrine outcomes, and patient-centered endpoints. Research gaps include the lack of standardized biomarkers, insufficient inclusion of diverse populations, and limited mechanistic insights from physiologically relevant models such as organ-on-chip (OoC) systems and induced pluripotent stem cell (iPSC)-derived organoids. Future studies must prioritize precision-medicine approaches and integrated care models to reduce the global burden of cardio-endocrine disease.

Indexed as

adipose tissue inflammationbiomarkerscardio-endocrine diseasescardiovascular diseasegut microbiotainflammasomemetabolic inflammationmetaflammationobesitytype 2 diabetes mellitus

Identifiers

PMID41732594
PMCPMC12925614

What Socratic holds

Textmetadata
LicenceCC BY
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.