Evidence map›Paper›PMID 42360463›Full record

ArticleDiabetologia2026

Metabolomic profile differs between LADA and type 1 diabetes identifying tryptophan metabolism as a pathway involved in the heterogeneity of autoimmune diabetes.

Ernesto Maddaloni, Samantha Pezzica, Rocco Amendolara, Silvia Sabatini, Gabriele Mocciaro, Guido Sebastiani, Luca D'Onofrio, Fabrizia Carli, Marta Tesi, Mara Suleiman and 9 more

Abstract read
In one paragraph

Article in Diabetologia, 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. Review
  2. Review
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

19 authors.

Ernesto MaddaloniDepartment of Experimental Medicine, Sapienza University, Rome, Italy.ORCID http://orcid.org/0000-0003-3844-9463
Samantha PezzicaCardiometabolic Risk Unit, Institute of Clinical Physiology-National Research Council, Pisa, Italy.ORCID http://orcid.org/0000-0003-1285-4946
Rocco AmendolaraDepartment of Experimental Medicine, Sapienza University, Rome, Italy.ORCID http://orcid.org/0000-0001-8740-0549
Silvia SabatiniCardiometabolic Risk Unit, Institute of Clinical Physiology-National Research Council, Pisa, Italy.ORCID http://orcid.org/0000-0003-3251-4412
Gabriele MocciaroCardiometabolic Risk Unit, Institute of Clinical Physiology-National Research Council, Pisa, Italy.ORCID http://orcid.org/0000-0001-5392-0909
Guido SebastianiDiabetes Research Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy.ORCID http://orcid.org/0000-0003-4374-8564
Luca D'OnofrioDepartment of Experimental Medicine, Sapienza University, Rome, Italy.ORCID http://orcid.org/0000-0003-3905-0139
Fabrizia CarliCardiometabolic Risk Unit, Institute of Clinical Physiology-National Research Council, Pisa, Italy.ORCID http://orcid.org/0000-0003-2540-1110
Marta TesiDepartment of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0001-6451-9053
Mara SuleimanDepartment of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0002-2478-8782
Luca NavariniClinical and Research Section of Rheumatology and Clinical Immunology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.ORCID http://orcid.org/0000-0001-8537-1510
Laura NigiDiabetes Research Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy.ORCID http://orcid.org/0000-0002-6251-3069
Caterina FormichiDiabetes Research Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy.ORCID http://orcid.org/0000-0001-7703-8216
Marta VomeroClinical and Research Section of Rheumatology and Clinical Immunology, Fondazione Policlinico Universitario Campus Bio-Medico, Rome, Italy.ORCID http://orcid.org/0000-0001-9744-5628
Marco MinerbaRheumatology and Clinical Immunology, Department of Medicine, University of Rome Campus Bio-Medico School of Medicine, Rome, Italy.ORCID http://orcid.org/0009-0003-9736-4475
Piero MarchettiDepartment of Clinical and Experimental Medicine, University of Pisa, Pisa, Italy.ORCID http://orcid.org/0000-0003-4907-0635
Francesco DottaDiabetes Research Unit, Department of Medicine, Surgery and Neurosciences, University of Siena, Siena, Italy.ORCID http://orcid.org/0000-0003-4947-7478
Raffaella BuzzettiDepartment of Experimental Medicine, Sapienza University, Rome, Italy. raffaella.buzzetti@uniroma1.it.ORCID http://orcid.org/0000-0003-1490-6041
Amalia GastaldelliCardiometabolic Risk Unit, Institute of Clinical Physiology-National Research Council, Pisa, Italy. amalia.gastaldelli@cnr.it.ORCID http://orcid.org/0000-0003-2594-1651

Funding

Ministero dell'Università e della Ricerca PNRR PE_00000019 HEAL ITALIAMinistero dell'Università e della Ricerca PRIN 2017KAM2R5Ministero dell'Università e della Ricerca PRIN 2022NS7PRM
6 · The paper itself

Abstract

aims/hypothesisThe heterogeneity of autoimmune diabetes may be associated with variable metabolic alterations. Our aim was to investigate differences in the metabolomic and lipidomic profile of autoimmune diseases and to identify pathways linked to beta cell damage. To this end, we compared latent autoimmune diabetes in adults (LADA) and type 1 diabetes, also comparing them with rheumatoid arthritis (RA), a related autoimmune condition, and healthy control participants.

methodsMetabolomic and lipidomic analyses were performed for 136 individuals (49 with LADA, 44 with type 1 diabetes, 29 with RA and 14 control participants). Omics of pancreatic islets from healthy donors were also evaluated after in vitro treatment with proinflammatory cytokines.

resultsLADA and type 1 diabetes differed from RA in terms of lipidomics and metabolomics. Phosphatidylethanolamines, ceramides, lysophosphatidylcholine and several metabolites at the entry sites of the tricarboxylic acid cycle were higher in type 1 diabetes compared with LADA. In pancreatic islets treated with proinflammatory cytokines, tryptophan concentration was reduced by 80%, indicating the activation of tryptophan metabolism in response to the inflammatory stimulus. In people with autoimmune disorders, kynurenine/tryptophan ratio (Kyn/Trp), a marker of tryptophan pathway activation, was higher than in the control group (Kyn/Trp ratio in control group, median [25th-75th percentile]: 0.014 [0.012-0.019]), with a progressive decline from RA (0.027 [0.022-0.032]) to LADA (0.021 [0.018-0.024]) and then to type 1 diabetes (0.018 [0.014-0.022]), ANCOVA p<0.0001. In LADA, Kyn/Trp was directly associated with fasting C-peptide levels in the multivariate regression model accounting for confounders (p=0.038). CONCLUSIONS/

interpretationMetabolomic and lipidomic profiles differ between LADA and type 1 diabetes and vs RA, providing new insights into the heterogeneity of autoimmune diabetes. Our results confirm the involvement of tryptophan metabolism in autoimmune disorders, suggesting that the impaired activation of this pathway of immune tolerance in LADA is less pronounced than in type 1 diabetes, consistent with its milder degree of beta cell loss.

Indexed as

Diabetes Mellitus, Type 1Latent Autoimmune Diabetes in AdultsTryptophanAdultArthritis, RheumatoidCytokinesFemaleHumansIslets of LangerhansKynurenineLipidomicsMaleMetabolomicsMiddle AgedCytokinesKynurenineTryptophanCytokinesIsletsKynurenineLADALatent autoimmune diabetes in adultsLipidsMetabolomicsRheumatoid arthritisTryptophanType 1 diabetes

Identifiers

PMID42360463
PMCPMC13423996

What Socratic holds

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LicenceCC BY
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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 Socratic graph.