Evidence map›Paper›PMID 41813817›Full record

ArticleScientific reports2026

Global profiling of protein lactylation in pancreatic ductal adenocarcinoma.

Daniela Toledo, Samuel Abidemi Oluwole, Solomon Owiredu, Grace Carr, Christian Agatemor

Abstract read
In one paragraph

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

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0citing papers in PubMed
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1 · What the graph read from it

What it found

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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

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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

5 authors.

Daniela ToledoUniversity of Miami Miller School of Medicine, Miami, FL, 33101, USA.
Samuel Abidemi OluwoleDepartment of Chemistry, University of Miami, Coral Gables, FL, 33146, USA.
Solomon OwireduDepartment of Chemistry, Bucknell University, Lewisburg, PA, 17837, USA.
Grace CarrDepartment of Chemistry, Bucknell University, Lewisburg, PA, 17837, USA.
Christian AgatemorDepartment of Chemistry, Bucknell University, Lewisburg, PA, 17837, USA. ca024@bucknell.edu.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cancer cells dramatically increase L-lactate production, fueling lysine lactylation (Kla) – a posttranslational modification that rewires protein function and links metabolic flux to gene and pathway regulation. Although emerging studies implicate Kla in diverse diseases, its role in pancreatic ductal adenocarcinoma (PDAC) remains poorly understood. Here, we performed global lactylomic profiling of immunoprecipitated lactylated proteins from PDAC and normal pancreatic cell lines, as well as from patient-derived tumors and adjacent normal tissues. Mass spectrometry revealed distinct Kla signatures that separated PDAC from normal pancreas, with a higher number of Kla sites per protein in tumors. Functional enrichment analysis with the Database for Annotation, Visualization, and Integrated Discovery (DAVID) revealed significant enrichment of lactylated proteins involved in metabolic and signaling pathways, including insulin resistance and choline metabolism, in PDAC. The analysis also shows that PDAC cells and tumors exhibit preferential Kla associated with neurodevelopmental disorders, particularly intellectual disability. These findings suggest that Kla distinguishes PDAC from normal pancreas and may provide molecular insight into the metabolic and neurological comorbidities observed in cancer.

Indexed as

Carcinoma, Pancreatic DuctalLactic AcidLysinePancreatic NeoplasmsProtein Processing, Post-TranslationalCell Line, TumorHumansProteomicsLactic AcidLysineIntellectual disabilityLactylationLactylomePancreatic cancerPosttranslational modifications

Identifiers

PMID41813817
PMCPMC13103361

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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 OpenQuestion graph.