Evidence map›Paper›PMID 40630951›Full record

ReviewFrontiers in immunology2025

Reprogramming of glucose metabolism in pancreatic cancer: mechanisms, implications, and therapeutic perspectives.

Yan Zhang, Wancheng Li, Jubao Niu, Zeyang Fan, Xin Li, Hui Zhang

Abstract readReview
In one paragraph

Review in Frontiers in immunology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed, 1 pooled it
–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

13 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. High IntratumoralInternational journal of molecular sciences · 2026
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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.

Yan Zhang *The Second Clinical Medical School, Lanzhou University, Lanzhou, China.
Wancheng Li *The Second Clinical Medical School, Lanzhou University, Lanzhou, China.
Jubao NiuThe Second Clinical Medical School, Lanzhou University, Lanzhou, China.
Zeyang FanThe Second Clinical Medical School, Lanzhou University, Lanzhou, China.
Xin LiThe Second Clinical Medical School, Lanzhou University, Lanzhou, China.
Hui ZhangThe Second Clinical Medical School, Lanzhou University, Lanzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

As a typical pathological feature of pancreatic ductal adenocarcinoma, reprogramming of glucose metabolism synergistically drives the tumorigenesis and development process through molecular mechanisms such as regulating the expression of driver genes, modifying key functional proteins, triggering mitochondrial metabolism abnormality, and remodeling the tumor microenvironment. It is worth noting that this metabolic remodeling phenomenon is significantly associated with the formation of chemoresistance. Based on the latest research progress, this paper systematically describes the molecular basis of glucose metabolic reprogramming in pancreatic cancer, drug resistance characteristics and its targeted intervention strategies, and provides a theoretical framework for the research and development of innovative drugs.

Indexed as

Carcinoma, Pancreatic DuctalGlucosePancreatic NeoplasmsAnimalsCellular ReprogrammingDrug Resistance, NeoplasmHumansMitochondriaTumor MicroenvironmentGlucoseglucose metabolismpancreatic cancertherapeutic strategytreatment resistancetumor microenvironment

Identifiers

PMID40630951
PMCPMC12234474

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.