Evidence map›Paper›PMID 40138590›Full record

ArticleCancer research2025

Cancer-Associated Fibroblasts Foster a High-Lactate Microenvironment to Drive Perineural Invasion in Pancreatic Cancer.

Tingting Li, Chonghui Hu, Tianhao Huang, Yu Zhou, Qing Tian, Huimou Chen, Rihua He, Yuan Yuan, Yong Jiang, Honghui Jiang and 4 more

Abstract read
In one paragraph

Article in Cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 58 papers.

0numbers the graph read from it
0cells of the map it votes in
58citing 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

58 citing papers in PubMed.

  1. Review
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  4. Lactate-Mediated Lysine Lactylation in Renal Fibrosis: Current Progress and Challenges.FASEB journal : official publication of the Federation of American Societies for Experimental Biology · 2026
    Review
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  8. Article
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  17. Article
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  19. Integrins as key regulators in tumor perineural invasion: mechanisms and clinical implications.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
  20. Article
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

14 authors.

Tingting Li *Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0003-4233-0702
Chonghui Hu *Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0000-0001-9305-9834
Tianhao Huang *Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0009-3680-360X
Yu Zhou *Department of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0000-0003-3990-0308
Qing TianSchool of Medicine, South China University of Technology, Guangzhou, China.ORCID 0000-0002-2183-2012
Huimou ChenDepartment of Oncology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.ORCID 0009-0004-7914-0918
Rihua HeDepartment of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0004-0512-6806
Yuan YuanGuangdong Cardiovascular Institute, Guangdong Provincial People's Hospital, Guangdong Academy of Medical Sciences, Guangzhou, China.ORCID 0000-0003-4809-8759
Yong JiangDepartment of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0000-0001-8495-4474
Honghui JiangDepartment of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0006-3918-8903
Kaijun HuangDepartment of General Surgery, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0009-1569-5638
Di ChengDepartment of Oncology, Sun Yat-sen Memorial Hospital of Sun Yat-sen University, Guangzhou, China.ORCID 0009-0009-7791-4760
Rufu ChenDepartment of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0009-7422-5222
Shangyou ZhengDepartment of Pancreas Center, Guangdong Provincial People's Hospital (Guangdong Academy of Medical Sciences), Southern Medical University, Guangzhou, China.ORCID 0009-0008-0528-9014

Funding

Guangdong Provincial People's Hospital (GDPH) DFJH2020027Guangdong Provincial People's Hospital (GDPH) KJ012019509National Natural Science Foundation of China (NSFC) 82072639National Natural Science Foundation of China (NSFC) 82203691National Natural Science Foundation of China (NSFC) 82372858National Natural Science Foundation of China (NSFC) 82372859National Natural Science Foundation of China (NSFC) 82403081Natural Science Foundation of Guangdong Province () 2024A1515013216
6 · The paper itself

Abstract

Perineural invasion (PNI) is a pivotal prognostic factor in pancreatic cancer, associated with aggressive tumor behavior and adverse patient outcomes. The recognized clinical impact of PNI highlights the need to better understand the molecular mechanisms underlying PNI-induced phenotypes. In this study, we isolated PNI-associated cancer-associated fibroblasts (pCAF), which demonstrated a markedly enhanced capacity to promote neural invasion in pancreatic cancer compared with non-PNI-associated CAFs. Single-cell, high-throughput sequencing and metabolomics data showed a significant upregulation of glycolysis in pCAFs, fostering a high-lactate tumor microenvironment conducive to cancer progression. pCAF-derived lactate was absorbed by tumor cells, facilitating histone H3K18 lactylation. The lactate-induced epigenetic modification activated the transcription of neural invasion-associated genes, such as L1CAM and SLIT1, thereby driving PNI in pancreatic cancer. Further exploration of metabolic reprogramming in pCAFs revealed enhanced acetylation of the glycolytic enzyme GAPDH, which correlated with increased enzymatic activity and glycolytic flux. Targeting GAPDH and lactylation modifications significantly inhibited neural invasion in a genetically engineered mouse model. Clinical data suggested that high levels of H3K18 lactylation correlate with severe PNI and poorer patient prognosis. Together, these findings provide critical insights into the role of CAFs in promoting PNI of pancreatic cancer, highlighting glycolytic reprogramming and lactate-driven histone modifications as potential therapeutic targets for PDAC. SIGNIFICANCE: Targeting cancer-associated fibroblast metabolism or histone lactylation in pancreatic cancer cells to reverse epigenetic remodeling induced by lactate accumulation in the tumor microenvironment are potential therapeutic strategies to inhibit perineural invasion.

Indexed as

Cancer-Associated FibroblastsLactic AcidPancreatic NeoplasmsPeripheral NervesTumor MicroenvironmentAnimalsCell Line, TumorEpigenesis, GeneticFemaleGlycolysisHistonesHumansMiceNeoplasm InvasivenessPrognosisHistonesLactic Acid

Identifiers

PMID40138590
PMCPMC12167935

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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 OpenQuestion graph.