Evidence map›Paper›PMID 42579043›Full record

ArticleCell biochemistry and biophysics2026

From Viral Fossils to β-Cell Futures: A Retro-Exposome Framework for Type 1 Diabetes.

Rajesh Prasad Jayaswal, Deen Dayal, Anuj Kumar Rana

Abstract readLetter
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In one paragraph

Article in Cell biochemistry and biophysics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

3 authors.

Rajesh Prasad JayaswalDepartment of Medical Laboratory Science, University Institute of Allied Health Sciences, Chandigarh University, Mohali, 140413, Punjab, India. rpjayaswal.jec@gmail.com.ORCID 0000-0001-7158-5630
Deen DayalDepartment of Biotechnology, GLA University, Mathura, 281406, Uttar Pradesh, India.
Anuj Kumar RanaDepartment of Biotechnology, School of Applied and Life Sciences, Uttaranchal University, Dehradun, 248007, Uttarakhand, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Type 1 diabetes affects over 8.4 million individuals worldwide, with approximately 0.5 million new cases annually, and continues to impose substantial morbidity and mortality, particularly in settings where delayed diagnosis is common. Diabetic ketoacidosis occurs at presentation in 20-80% of newly diagnosed children, underscoring persistent gaps in early detection and prevention. Recent evidence linking antibody signatures against human endogenous retroviruses and Mycobacterium avium subspecies paratuberculosis provides a mechanistically provocative perspective on disease pathogenesis. Building on this work, we propose a "retro-exposome-to-β-cell" framework in which microbial exposure and retroelement activation converge to amplify interferon signaling, antigen presentation, and β-cell vulnerability. We highlight the need for cross-population validation, functional studies in β-cell and immune systems, and longitudinal evaluation to determine the causal and predictive relevance of these signatures. Integrating microbial immunology with retroelement biology may offer a pathway toward earlier detection and more equitable prevention strategies in type 1 diabetes.

Indexed as

Diabetes Mellitus, Type 1Endogenous RetrovirusesInsulin-Secreting CellsAnimalsHumansMycobacterium avium subsp. paratuberculosisDiabetic ketoacidosisHuman endogenous retrovirusMolecular mimicryMycobacterium avium subspecies paratuberculosisRetro-exposomeType 1 diabetesβ-cell stress

Identifiers

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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 OpenQuestion graph.