Evidence map›Paper›PMID 42458879›Full record

ReviewDiabetes/metabolism research and reviews2026

New-Onset Diabetes and Pancreatic Ductal Adenocarcinoma: Implications for Early Recognition and Clinical Management.

Kun Huang, Zhenghong Huang, Yunshen He, Pan Zhao, Xiaofeng Hu

Abstract readReview
In one paragraph

Review in Diabetes/metabolism research and reviews, 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

5 authors.

Kun HuangDepartment of General Surgery, Mianyang Hospital of Traditional Chinese Medicine, Mianyang, Sichuan, China.ORCID https://orcid.org/0000-0002-3369-9749
Zhenghong HuangMedical Insurance Department, Youxian District People's Hospital, Mianyang, Sichuan, China.
Yunshen HeDepartment of General Surgery, Mianyang Hospital of Traditional Chinese Medicine, Mianyang, Sichuan, China.
Pan ZhaoDepartment of General Surgery, Mianyang Hospital of Traditional Chinese Medicine, Mianyang, Sichuan, China.
Xiaofeng HuDepartment of Nursing, The First Affiliated Hospital of Chongqing Medical University, Chongqing, China.ORCID https://orcid.org/0009-0007-0217-0643

Funding

the 2024 University-Hospital Joint Innovation Fund of Chengdu University of Traditional Chinese Medicine LH202402010
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) remains highly lethal because most patients are diagnosed after curative treatment is no longer feasible. Diabetes mellitus and PDAC have a bidirectional relationship: long-standing type 2 diabetes mellitus (T2DM) modestly increases background cancer risk, whereas new-onset diabetes (NOD), particularly after 50 years of age, may represent a paraneoplastic manifestation of occult PDAC. Population-based data suggest that approximately 0.6%-0.85% of older adults with NOD are diagnosed with PDAC within 3 years. This absolute risk is too low to justify universal imaging, but high enough to support phenotype-based triage. This review clarifies the distinction among T2DM, PDAC-associated diabetes, type 3c diabetes mellitus related to non-malignant exocrine pancreatic disease, and post-pancreatectomy dysglycemia. We also summarise epidemiological and biological evidence connecting dysglycemia with PDAC, including insulin resistance, hyperinsulinemia, impaired insulin secretion, cachexia-related metabolic change, and exocrine-endocrine crosstalk. Particular emphasis is placed on selective diagnostic escalation. Age at diabetes onset, unintended weight loss, HbA1c or glucose trajectory, insulin resistance indices, biomarkers, and risk-enrichment models, including the Enriching New-Onset Diabetes for Pancreatic Cancer (END-PAC) model, should be interpreted together rather than in isolation. Pancreas-protocol computed tomography remains the first-line diagnostic study when PDAC is suspected, while magnetic resonance imaging and endoscopic ultrasonography play complementary roles. We further discuss implications for pancreatic surgery, perioperative metabolic care, postoperative dysglycemia, and lessons from high-risk surveillance cohorts. A diabetes-centred framework may improve early recognition without promoting indiscriminate screening.

Indexed as

Carcinoma, Pancreatic DuctalDiabetes Mellitus, Type 2Pancreatic NeoplasmsHumansPrognosisEND‐PAC modelnew‐onset diabetespancreatic ductal adenocarcinomapancreatic imagingpostoperative dysglycemiarisk stratificationtype 2 diabetes mellitustype 3c diabetes mellitus

Identifiers

PMID42458879
PMCPMC13373480

What OpenQuestion holds

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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 OpenQuestion graph.