Evidence map›Paper›PMID 40437631›Full record

ReviewDiabetology & metabolic syndrome2025

Targeting early diagnosis and treatment of pancreatic cancer among the diabetic population: a comprehensive review of biomarker screening strategies.

Jie Yang, Chengming Wen, Hongkai Guo, Yahui Chai, Guodong Sun, Huijuan Cheng

Abstract readReview
In one paragraph

Review in Diabetology & metabolic syndrome, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.

0numbers the graph read from it
0cells of the map it votes in
9citing 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

9 citing papers in PubMed.

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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

6 authors.

Jie Yang *The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, People's Republic of China.
Chengming Wen *The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, People's Republic of China.
Hongkai Guo *The Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, People's Republic of China.
Yahui ChaiDepartment of General Surgery, Gansu Provincial Hospital, Lanzhou, Gansu, People's Republic of China.
Guodong SunGansu Provincial Key Laboratory of Environmental Oncology, Lanzhou University Second Hospital, Lanzhou, Gansu, People's Republic of China. sungd2023@lzu.edu.cn.
Huijuan ChengThe Second School of Clinical Medicine, Lanzhou University, Lanzhou, Gansu, People's Republic of China. chenghjmph@126.com.

Funding

Cuiying Scientific Training Program for Undergraduates of Lanzhou University Second Hospital CYXZ2023-06Cuiying Scientific Training Program for Undergraduates of Lanzhou University Second Hospital CYXZ2023-08Hospital Foundation of the First Hospital of Lanzhou University ldyyn2020-46Natural Science Foundation of Gansu Province 22JR5RA916Natural Science Foundation of Gansu Province 23JRRA0979
6 · The paper itself

Abstract

Pancreatic ductal adenocarcinoma (PDAC) is an aggressive malignancy characterized by challenging early diagnosis, limited therapeutic options, and a poor prognosis. Diabetes mellitus, marked by altered glucose metabolism, has emerged as a significant risk factor for PDAC development, highlighting a complex, bidirectional pathogenic relationship. This review systematically examines the intricate interactions between diabetes and PDAC, emphasizing their shared pathophysiological mechanisms. A comprehensive understanding of these mechanisms can inform the development of targeted therapeutic strategies, potentially improving patient outcomes by concurrently managing diabetes and pancreatic cancer. We further evaluate current biomarker screening approaches for PDAC within diabetic subpopulations, assess the effectiveness of screening programs among high-risk groups, and propose practical strategies for the early identification and monitoring of PDAC. Early detection in diabetic individuals through targeted biomarker screening followed by timely therapeutic intervention may significantly reduce mortality, improve survival rates, and extend patient longevity. In conclusion, an integrated approach combining early diagnosis, targeted treatments, and a detailed understanding of the underlying pathogenesis represents the most promising strategy for enhancing clinical outcomes and survival among diabetic patients diagnosed with pancreatic cancer.

Indexed as

Biomarker screeningDiabetes mellitusDisease surveillanceEarly diagnosisPancreatic cancer

Identifiers

PMID40437631
PMCPMC12121257

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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.