Mechanisms of Immune Cell Dysregulation in Pancreatic Ductal Adenocarcinoma
Simple Summary
Abstract
1. Introduction
2. Immune Cells in the TME
3. Stromal to Tumor–Immune Crosstalk in the TME
4. Immune Cell Dysregulation in the TME
4.1. T Cell Exhaustion
4.2. Metabolic Pathways
4.3. Epigenetic Modification
5. Key Driver Mutations and Signaling Pathways on Immune Cells
5.1. KRAS Signaling
5.2. TGF-β Pathway
5.3. p53 Pathway
6. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
| AE | Adaptive-enriched |
| AIM | Activation-induced marker |
| AP1 | Activator protein 1 |
| apCAF | Antigen-presenting CAF |
| BATF | Basic leucine zipper ATF-like transcription factor |
| Breg | B regulatory cell |
| CAF | Cancer-associated fibroblast |
| CHD | Chromodomain helicase DNA-binding protein |
| DEG | Differentially expressed gene |
| ECM | Extracellular matrix |
| EMT | epithelial-to-mesenchymal transition |
| EZH2 | Enhancer of zeste homolog 2 |
| FAP | Fibroblast activation protein |
| FN1 | Fibronectin 1 |
| GLUT1 | Glucose transporter 1 |
| GM-CSF | Granulocyte-macrophage colony-stimulating factor |
| GOF | Gain of function |
| HDAC | Histone deacetylases |
| HIF-1α | Hypoxia-inducible factor-1 alpha |
| HLA-I | Human leukocyte antigen class I |
| iCAF | Inflammatory CAF |
| INO80 | INOsitol-requiring mutant 80 |
| ISWI | Imitation SWI |
| ITG | Integrin |
| KDM | Lysine demethylases |
| KMT | Lysine methyltransferase |
| KRAS | Kirsten rat sarcoma viral oncogene homolog |
| LDH | Lactate dehydrogenase |
| LIPH | Lipase H |
| MDSC | Myeloid-derived suppressor cell |
| ME | Myeloid-enriched |
| mTOR | Mechanistic target of rapamycin |
| myCAF | Myofibroblastic CAF |
| NET | Pancreatic neuroendocrine tumor |
| NFAT | Nuclear factor of activated T cell |
| NK cell | Natural killer cell |
| OS | Overall survival |
| PDAC | Pancreatic ductal adenocarcinoma |
| PDGF | Platelet-derived growth factor |
| PMN-MDSC | Polymorphonuclear MDSC |
| POSTN | Periostin |
| SHH | Sonic hedgehog |
| SPARC | Secreted protein acidic and rich in cysteine |
| SWI/SNF | SWItch/sucrose non-fermentable |
| TAM | Tumor-associated macrophage |
| TCF1 | T cell factor 1 |
| TCR | T cell receptor |
| TGF-β | Transforming growth factor-beta |
| THSB1 | Thrombospondin 1 |
| TIL | Tumor-infiltrating T cell |
| TME | Tumor microenvironment |
| TNC | Tenascin |
| TOX | Thymocyte-associated high mobility group box |
| Treg | T regulatory cell |
| TRF | Tissue-resident fibroblast |
| α-SMA | Alpha-smooth muscle actin |
References
- Siegel, R.L.; Kratzer, T.B.; Wagle, N.S.; Sung, H.; Jemal, A. Cancer statistics, 2026. CA Cancer J. Clin. 2026, 76, e70043. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Qin, X.; Gao, L.; Wang, K.; Ran, T.; Pan, Y.; Deng, Y.; Xie, X.; Zhang, Y.; Gong, T.; Zhang, B.; et al. Differentiating cytology of pancreatic ductal adenocarcinoma and pancreatic neuroendocrine tumors by EUS-FNA through hyperspectral imaging technology combined with artificial intelligence. Ther. Adv. Gastroenterol. 2026, 19, 17562848251414188. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Niger, M.; Prisciandaro, M.; Antista, M.; Monica, M.A.T.; Cattaneo, L.; Prinzi, N.; Manglaviti, S.; Nichetti, F.; Brambilla, M.; Torchio, M.; et al. One size does not fit all for pancreatic cancers: A review on rare histologies and therapeutic approaches. World J. Gastrointest. Oncol. 2020, 12, 833–849. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Luo, G.; Fan, Z.; Gong, Y.; Jin, K.; Yang, C.; Cheng, H.; Huang, D.; Ni, Q.; Liu, C.; Yu, X. Characteristics and Outcomes of Pancreatic Cancer by Histological Subtypes. Pancreas 2019, 48, 817–822. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chandana, S.R.; Woods, L.M.; Maxwell, F.; Gandolfo, R.; Bekaii-Saab, T. Corrigendum to “Risk factors for early-onset pancreatic ductal adenocarcinoma: A systematic literature review”. Eur. J. Cancer 2024, 201, 113941. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cysneiros, M.; Cirqueira, M.B.; Barbosa, L.F.; Chaves de Oliveira, E.; Morais, L.K.; Wastowski, I.J.; Floriano, V.G. Immune cells and checkpoints in pancreatic adenocarcinoma: Association with clinical and pathological characteristics. PLoS ONE 2024, 19, e0305648. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Siegel, R.L.; Miller, K.D.; Wagle, N.S.; Jemal, A. Cancer statistics, 2023. CA Cancer J. Clin. 2023, 73, 17–48. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Peshin, S.; Takrori, E.; Kodali, N.A.; Bashir, F.; Singal, S. Advances in the Management of Pancreatic Cancer: Current Strategies and Emerging Therapies. Int. J. Mol. Sci. 2025, 26, 7055. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hackert, T.; Niesen, W.; Hinz, U.; Tjaden, C.; Strobel, O.; Ulrich, A.; Michalski, C.W.; Buchler, M.W. Radical surgery of oligometastatic pancreatic cancer. Eur. J. Surg. Oncol. 2017, 43, 358–363. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Waldman, A.D.; Fritz, J.M.; Lenardo, M.J. A guide to cancer immunotherapy: From T cell basic science to clinical practice. Nat. Rev. Immunol. 2020, 20, 651–668. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zheng, R.; Liu, X.; Zhang, Y.; Liu, Y.; Wang, Y.; Guo, S.; Jin, X.; Zhang, J.; Guan, Y.; Liu, Y. Frontiers and future of immunotherapy for pancreatic cancer: From molecular mechanisms to clinical application. Front. Immunol. 2024, 15, 1383978. [Google Scholar] [CrossRef] [Scilit]
- Hayat, U.; Croce, P.S.; Saadeh, A.; Desai, K.; Appiah, J.; Khan, S.; Khan, Y.I.; Kumar, K.; Hanif, A. Current and Emerging Treatment Options for Pancreatic Cancer: A Comprehensive Review. J. Clin. Med. 2025, 14, 1129. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Di Federico, A.; Mosca, M.; Pagani, R.; Carloni, R.; Frega, G.; De Giglio, A.; Rizzo, A.; Ricci, D.; Tavolari, S.; Di Marco, M.; et al. Immunotherapy in Pancreatic Cancer: Why Do We Keep Failing? A Focus on Tumor Immune Microenvironment, Predictive Biomarkers and Treatment Outcomes. Cancers 2022, 14, 2429. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bengsch, F.; Knoblock, D.M.; Liu, A.; McAllister, F.; Beatty, G.L. CTLA-4/CD80 pathway regulates T cell infiltration into pancreatic cancer. Cancer Immunol. Immunother. 2017, 66, 1609–1617. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Aglietta, M.; Barone, C.; Sawyer, M.B.; Moore, M.J.; Miller, W.H.; Jr Bagala, C.; Colombi, F.; Cagnazzo, C.; Gioeni, L.; Wang, E.; et al. A phase I dose escalation trial of tremelimumab (CP-675,206) in combination with gemcitabine in chemotherapy-naive patients with metastatic pancreatic cancer. Ann. Oncol. 2014, 25, 1750–1755. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Balsano, R.; Zanuso, V.; Pirozzi, A.; Rimassa, L.; Bozzarelli, S. Pancreatic Ductal Adenocarcinoma and Immune Checkpoint Inhibitors: The Gray Curtain of Immunotherapy and Spikes of Lights. Curr. Oncol. 2023, 30, 3871–3885. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Drizyte-Miller, K.; Talabi, T.; Somasundaram, A.; Cox, A.D.; Der, C.J. KRAS: The Achilles’ heel of pancreas cancer biology. J. Clin. Investig. 2025, 135, 191939. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Linehan, A.; O’Reilly, M.; McDermott, R.; O’Kane, G.M. Targeting KRAS mutations in pancreatic cancer: Opportunities for future strategies. Front. Med. 2024, 11, 1369136. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- O’Reilly, E.M.; Wainberg, Z.A.; Hendifar, A.E.; Borad, M.J.; Pietrantonio, F.; Pant, S.; Hammel, P.; Cremolini, C.; Manji, G.A.; Oberstein, P.E.; et al. Daraxonrasib or Chemotherapy in Previously Treated Metastatic Pancreatic Cancer. N. Engl. J. Med. 2026, 395, 325–337. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Cannon, A.; Thompson, C.; Hall, B.R.; Jain, M.; Kumar, S.; Batra, S.K. Desmoplasia in pancreatic ductal adenocarcinoma: Insight into pathological function and therapeutic potential. Genes. Cancer 2018, 9, 78–86. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Saka, D.; Gokalp, M.; Piyade, B.; Cevik, N.C.; Arik Sever, E.; Unutmaz, D.; Ceyhan, G.O.; Demir, I.E.; Asimgil, H. Mechanisms of T-Cell Exhaustion in Pancreatic Cancer. Cancers 2020, 12, 2274. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Javadrashid, D.; Baghbanzadeh, A.; Derakhshani, A.; Leone, P.; Silvestris, N.; Racanelli, V.; Solimando, A.G.; Baradaran, B. Pancreatic Cancer Signaling Pathways, Genetic Alterations, and Tumor Microenvironment: The Barriers Affecting the Method of Treatment. Biomedicines 2021, 9, 373. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Grant, T.J.; Hua, K.; Singh, A. Molecular Pathogenesis of Pancreatic Cancer. Prog. Mol. Biol. Transl. Sci. 2016, 144, 241–275. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Joseph, A.M.; Al Aiyan, A.; Al-Ramadi, B.; Singh, S.K.; Kishore, U. Innate and adaptive immune-directed tumour microenvironment in pancreatic ductal adenocarcinoma. Front. Immunol. 2024, 15, 1323198. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Peng, J.; Sun, B.F.; Chen, C.Y.; Zhou, J.Y.; Chen, Y.S.; Chen, H.; Liu, L.; Huang, D.; Jiang, J.; Cui, G.S.; et al. Author Correction: Single-cell RNA-seq highlights intra-tumoral heterogeneity and malignant progression in pancreatic ductal adenocarcinoma. Cell Res. 2019, 29, 777. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Karamitopoulou, E. Tumour microenvironment of pancreatic cancer: Immune landscape is dictated by molecular and histopathological features. Br. J. Cancer. 2019, 121, 5–14. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Persky, J.; Cruz, S.M.; Darrow, M.A.; Judge, S.J.; Li, Y.; Bold, R.J.; Karnezis, A.N.; Matsukuma, K.E.; Qi, L.; Canter, R.J. Characterization of natural killer and cytotoxic T-cell immune infiltrates in pancreatic ductal adenocarcinoma. J. Surg. Oncol. 2024, 129, 885–892. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ho, W.J.; Jaffee, E.M.; Zheng, L. The tumour microenvironment in pancreatic cancer—Clinical challenges and opportunities. Nat. Rev. Clin. Oncol. 2020, 17, 527–540. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ju, Y.; Xu, D.; Liao, M.M.; Sun, Y.; Bao, W.D.; Yao, F.; Ma, L. Barriers and opportunities in pancreatic cancer immunotherapy. npj Precis. Oncol. 2024, 8, 199. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yousuf, S.; Qiu, M.; Voith von Voithenberg, L.; Hulkkonen, J.; Macinkovic, I.; Schulz, A.R.; Hartmann, D.; Mueller, F.; Mijatovic, M.; Ibberson, D.; et al. Spatially Resolved Multi-Omics Single-Cell Analyses Inform Mechanisms of Immune Dysfunction in Pancreatic Cancer. Gastroenterology 2023, 165, 891–908.e14. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhu, T.; Wu, X.; Liao, Y.; Yan, Y.; Yu, M.; Wang, L.; Xia, Q. The role of innate immune cells as modulators of the tumor microenvironment in the metastasis and treatment of pancreatic cancer. Clin. Cancer Bull. 2023, 2, 2. [Google Scholar] [CrossRef] [Scilit]
- Bandi, D.S.R.; Chabattula, S.C.; Pynam, H.; Joseph, J.T.; Sarvesh, S.; Nagaraju, G.P.; El-Rayes, B.F. Targeting cytokines: Reshaping the pancreatic tumor microenvironment. Cytokine Growth Factor Rev. 2025, 86, 203–221. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- D’Angelo, A.; Sobhani, N.; Roviello, G.; Bagby, S.; Bonazza, D.; Bottin, C.; Giudici, F.; Zanconati, F.; De Manzini, N.; Guglielmi, A. Tumour infiltrating lymphocytes and immune-related genes as predictors of outcome in pancreatic adenocarcinoma. PLoS ONE 2019, 14, e0219566. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bernard, B.; Rajamanickam, V.; Dubay, C.; Piening, B.; Alonso, E.; Jutric, Z.; Tang, E.; Newell, P.; Hansen, P.; Medler, T. Transcriptional and immunohistological assessment of immune infiltration in pancreatic cancer. PLoS ONE 2020, 15, e0238380. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kiryu, S.; Ito, Z.; Suka, M.; Bito, T.; Kan, S.; Uchiyama, K.; Saruta, M.; Hata, T.; Takano, Y.; Fujioka, S.; et al. Prognostic value of immune factors in the tumor microenvironment of patients with pancreatic ductal adenocarcinoma. BMC Cancer 2021, 21, 1197. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Brautigam, K.; Skok, K.; Szymonski, K.; Rift, C.V.; Karamitopoulou, E. Tumor immune microenvironment in pancreatic ductal adenocarcinoma revisited—Exploring the “Space”. Cancer Lett. 2025, 622, 217699. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Karamitopoulou, E.; Wenning, A.S.; Acharjee, A.; Aeschbacher, P.; Marinoni, I.; Zlobec, I.; Gloor, B.; Perren, A. Spatial Heterogeneity of Immune Regulators Drives Dynamic Changes in Local Immune Responses, Affecting Disease Outcomes in Pancreatic Cancer. Clin. Cancer Res. 2024, 30, 4215–4226. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Karamitopoulou, E.; Zlobec, I.; Born, D.; Kondi-Pafiti, A.; Lykoudis, P.; Mellou, A.; Gennatas, K.; Gloor, B.; Lugli, A. Tumour budding is a strong and independent prognostic factor in pancreatic cancer. Eur. J. Cancer. 2013, 49, 1032–1039. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhou, J.; Shi, G.; Dai, S.; Wu, S.; Qian, F.; Wu, Z.; Zhang, J.; Yang, Y.; Xiao, B.; Lu, Z.; et al. Single-cell spatial transcriptional profiling of pancreatic ductal adenocarcinoma uncovers key immune-modulating and pro-metastatic mechanisms. Cancer Lett. 2026, 655, 218613. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sivakumar, S.; Jainarayanan, A.; Arbe-Barnes, E.; Sharma, P.K.; Leathlobhair, M.N.; Amin, S.; Reiss, D.J.; Heij, L.; Hegde, S.; Magen, A.; et al. Distinct immune cell infiltration patterns in pancreatic ductal adenocarcinoma (PDAC) exhibit divergent immune cell selection and immunosuppressive mechanisms. Nat. Commun. 2025, 16, 1397. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ene-Obong, A.; Clear, A.J.; Watt, J.; Wang, J.; Fatah, R.; Riches, J.C.; Marshall, J.F.; Chin-Aleong, J.; Chelala, C.; Gribben, J.G.; et al. Activated pancreatic stellate cells sequester CD8+ T cells to reduce their infiltration of the juxtatumoral compartment of pancreatic ductal adenocarcinoma. Gastroenterology 2013, 145, 1121–1132. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Steele, N.G.; Carpenter, E.S.; Kemp, S.B.; Sirihorachai, V.R.; The, S.; Delrosario, L.; Lazarus, J.; Amir, E.D.; Gunchick, V.; Espinoza, C.; et al. Multimodal Mapping of the Tumor and Peripheral Blood Immune Landscape in Human Pancreatic Cancer. Nat. Cancer 2020, 1, 1097–1112. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mazur, A.; Holthoff, E.; Vadali, S.; Kelly, T.; Post, S.R. Cleavage of Type I Collagen by Fibroblast Activation Protein-alpha Enhances Class A Scavenger Receptor Mediated Macrophage Adhesion. PLoS ONE 2016, 11, e0150287. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Collisson, E.A.; Sadanandam, A.; Olson, P.; Gibb, W.J.; Truitt, M.; Gu, S.; Cooc, J.; Weinkle, J.; Kim, G.E.; Jakkula, L.; et al. Subtypes of pancreatic ductal adenocarcinoma and their differing responses to therapy. Nat. Med. 2011, 17, 500–503. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bailey, P.; Chang, D.K.; Nones, K.; Johns, A.L.; Patch, A.M.; Gingras, M.C.; Miller, D.K.; Christ, A.N.; Bruxner, T.J.C.; Quinn, M.C.; et al. Genomic analyses identify molecular subtypes of pancreatic cancer. Nature 2016, 531, 47–52. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Raphael, B.J.; Hruban, R.H.; Aguirre, A.J.; Moffitt, R.A.; Yeh, J.J.; Stewart, C.; Robertson, A.G.; Cherniack, A.D.; Gupta, M.; Getz, G.; et al. Integrated Genomic Characterization of Pancreatic Ductal Adenocarcinoma. Cancer Cell 2017, 32, 185–203.e13. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Moffitt, R.A.; Marayati, R.; Flate, E.L.; Volmar, K.E.; Loeza, S.G.; Hoadley, K.A.; Rashid, N.U.; Williams, L.A.; Eaton, S.C.; Chung, A.H.; et al. Virtual microdissection identifies distinct tumor- and stroma-specific subtypes of pancreatic ductal adenocarcinoma. Nat. Genet. 2015, 47, 1168–1178. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hiroshima, Y.; Kasajima, R.; Kimura, Y.; Komura, D.; Ishikawa, S.; Ichikawa, Y.; Bouvet, M.; Yamamoto, N.; Oshima, T.; Morinaga, S.; et al. Novel targets identified by integrated cancer-stromal interactome analysis of pancreatic adenocarcinoma. Cancer Lett. 2020, 469, 217–227. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Jiao, Y.; Li, Y.; Liu, S.; Chen, Q.; Liu, Y. ITGA3 serves as a diagnostic and prognostic biomarker for pancreatic cancer. Onco Targets Ther. 2019, 12, 4141–4152. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liot, S.; Balas, J.; Aubert, A.; Prigent, L.; Mercier-Gouy, P.; Verrier, B.; Bertolino, P.; Hennino, A.; Valcourt, U.; Lambert, E. Stroma Involvement in Pancreatic Ductal Adenocarcinoma: An Overview Focusing on Extracellular Matrix Proteins. Front. Immunol. 2021, 12, 612271. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Manoukian, P.; Bijlsma, M.; van Laarhoven, H. The Cellular Origins of Cancer-Associated Fibroblasts and Their Opposing Contributions to Pancreatic Cancer Growth. Front. Cell Dev. Biol. 2021, 9, 743907. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shiga, K.; Hara, M.; Nagasaki, T.; Sato, T.; Takahashi, H.; Takeyama, H. Cancer-Associated Fibroblasts: Their Characteristics and Their Roles in Tumor Growth. Cancers 2015, 7, 2443–2458. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Jia, H.; Chen, X.; Zhang, L.; Chen, M. Cancer associated fibroblasts in cancer development and therapy. J. Hematol. Oncol. 2025, 18, 36. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Whittle, M.C.; Hingorani, S.R. Fibroblasts in Pancreatic Ductal Adenocarcinoma: Biological Mechanisms and Therapeutic Targets. Gastroenterology 2019, 156, 2085–2096. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Huber, M.; Brehm, C.U.; Gress, T.M.; Buchholz, M.; Alashkar Alhamwe, B.; von Strandmann, E.P.; Slater, E.P.; Bartsch, J.W.; Bauer, C.; Lauth, M. The Immune Microenvironment in Pancreatic Cancer. Int. J. Mol. Sci. 2020, 21, 7307. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Qin, Q.; Yu, R.; Eriksson, J.E.; Tsai, H.I.; Zhu, H. Cancer-associated fibroblasts in pancreatic ductal adenocarcinoma therapy: Challenges and opportunities. Cancer Lett. 2024, 591, 216859. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fan, C.; Zhu, W.; Chen, Y.; Zhu, W.; Ding, J. Cancer-Associated Fibroblasts: Origin, Classification, Tumorigenicity, and Targeting for Cancer Therapy. MedComm 2025, 6, e70415. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ohlund, D.; Handly-Santana, A.; Biffi, G.; Elyada, E.; Almeida, A.S.; Ponz-Sarvise, M.; Corbo, V.; Oni, T.E.; Hearn, S.A.; Lee, E.J.; et al. Distinct populations of inflammatory fibroblasts and myofibroblasts in pancreatic cancer. J. Exp. Med. 2017, 214, 579–596. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tran, L.L.; Dang, T.; Thomas, R.; Rowley, D.R. ELF3 mediates IL-1alpha induced differentiation of mesenchymal stem cells to inflammatory iCAFs. Stem Cells 2021, 39, 1766–1777. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Biffi, G.; Oni, T.E.; Spielman, B.; Hao, Y.; Elyada, E.; Park, Y.; Preall, J.; Tuveson, D.A. IL1-Induced JAK/STAT Signaling Is Antagonized by TGFbeta to Shape CAF Heterogeneity in Pancreatic Ductal Adenocarcinoma. Cancer Discov. 2019, 9, 282–301. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Elyada, E.; Bolisetty, M.; Laise, P.; Flynn, W.F.; Courtois, E.T.; Burkhart, R.A.; Teinor, J.A.; Belleau, P.; Biffi, G.; Lucito, M.S.; et al. Cross-Species Single-Cell Analysis of Pancreatic Ductal Adenocarcinoma Reveals Antigen-Presenting Cancer-Associated Fibroblasts. Cancer Discov. 2019, 9, 1102–1123. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Monteran, L.; Erez, N. The Dark Side of Fibroblasts: Cancer-Associated Fibroblasts as Mediators of Immunosuppression in the Tumor Microenvironment. Front. Immunol. 2019, 10, 1835. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, Q.; Cao, Z.; Yan, S.; Chen, B.; Wu, H.; Cao, H.; Lin, C.; Liu, Z. Metabolic and immune crosstalk between cancer-associated fibroblasts and pancreatic cancer cells. J. Transl. Med. 2025, 23, 1118. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Scholz, A.; Heinze, S.; Detjen, K.M.; Peters, M.; Welzel, M.; Hauff, P.; Schirner, M.; Wiedenmann, B.; Rosewicz, S. Activated signal transducer and activator of transcription 3 (STAT3) supports the malignant phenotype of human pancreatic cancer. Gastroenterology 2003, 125, 891–905. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Xiao, Q.; Zhou, D.; Rucki, A.A.; Williams, J.; Zhou, J.; Mo, G.; Murphy, A.; Fujiwara, K.; Kleponis, J.; Salman, B.; et al. Cancer-Associated Fibroblasts in Pancreatic Cancer Are Reprogrammed by Tumor-Induced Alterations in Genomic DNA Methylation. Cancer Res. 2016, 76, 5395–5404. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Begum, A.; McMillan, R.H.; Chang, Y.T.; Penchev, V.R.; Rajeshkumar, N.V.; Maitra, A.; Goggins, M.G.; Eshelman, J.R.; Wolfgang, C.L.; Rasheed, Z.A.; et al. Direct Interactions With Cancer-Associated Fibroblasts Lead to Enhanced Pancreatic Cancer Stem Cell Function. Pancreas 2019, 48, 329–334. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shan, T.; Chen, S.; Chen, X.; Lin, W.R.; Li, W.; Ma, J.; Wu, T.; Ji, H.; Li, Y.; Cui, X.; et al. Prometastatic mechanisms of CAF-mediated EMT regulation in pancreatic cancer cells. Int. J. Oncol. 2017, 50, 121–128. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wang, Z.; Guo, X.; Li, X.; Wang, J.; Zhang, N.; Amin, B.; Xu, G.; Zhu, B. Cancer-associated fibroblast-derived MMP11 promotes tumor progression in pancreatic cancer. Cancer Sci. 2025, 116, 643–655. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Apte, M.V.; Wilson, J.S.; Lugea, A.; Pandol, S.J. A starring role for stellate cells in the pancreatic cancer microenvironment. Gastroenterology 2013, 144, 1210–1219. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lohr, M.; Schmidt, C.; Ringel, J.; Kluth, M.; Muller, P.; Nizze, H.; Jesnowski, R. Transforming growth factor-beta1 induces desmoplasia in an experimental model of human pancreatic carcinoma. Cancer Res. 2001, 61, 550–555. [Google Scholar] [PubMed]
- Bailey, J.M.; Swanson, B.J.; Hamada, T.; Eggers, J.P.; Singh, P.K.; Caffery, T.; Ouellette, M.M.; Hollingsworth, M.A. Sonic hedgehog promotes desmoplasia in pancreatic cancer. Clin. Cancer Res. 2008, 14, 5995–6004. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bachem, M.G.; Schunemann, M.; Ramadani, M.; Siech, M.; Beger, H.; Buck, A.; Zhou, S.; Schmid-Kotsas, A.; Adler, G. Pancreatic carcinoma cells induce fibrosis by stimulating proliferation and matrix synthesis of stellate cells. Gastroenterology 2005, 128, 907–921. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Stouten, I.; van Montfoort, N.; Hawinkels, L. The Tango between Cancer-Associated Fibroblasts (CAFs) and Immune Cells in Affecting Immunotherapy Efficacy in Pancreatic Cancer. Int. J. Mol. Sci. 2023, 24, 8707. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, S.; Guo, Y.; Qi, H.; Wu, M.; Hu, Y.; Lv, G.; Ye, Y.; Han, J.; Zeng, Q.; Du, Y.; et al. Cancer-associated fibroblasts promote immune evasion in pancreatic cancer via miR-181b-5p/STING/LGALS1 pathway. Cancer Lett. 2026, 644, 218331. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Suzuki, Y.; Sato, T.; Sugimori, M.; Kanemaru, Y.; Onodera, S.; Tsuchiya, H.; Nakamori, Y.; Tsuyuki, S.; Ikeda, A.; Ikeda, R.; et al. Activation of STING in pancreatic cancer-associated fibroblasts exerts an antitumor effect by enhancing tumor immunity. Sci. Rep. 2024, 14, 17071. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ozdemir, B.C.; Pentcheva-Hoang, T.; Carstens, J.L.; Zheng, X.; Wu, C.C.; Simpson, T.R.; Laklai, H.; Sugimoto, H.; Kahlert, C.; Novitskiy, S.V.; et al. Depletion of Carcinoma-Associated Fibroblasts and Fibrosis Induces Immunosuppression and Accelerates Pancreas Cancer with Reduced Survival. Cancer Cell 2015, 28, 831–833. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wherry, E.J. T cell exhaustion. Nat. Immunol. 2011, 12, 492–499. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shipkova, M.; Wieland, E. Surface markers of lymphocyte activation and markers of cell proliferation. Clin. Chim. Acta 2012, 413, 1338–1349. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Poloni, C.; Schonhofer, C.; Ivison, S.; Levings, M.K.; Steiner, T.S.; Cook, L. T-cell activation-induced marker assays in health and disease. Immunol. Cell Biol. 2023, 101, 491–503. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Reddy, M.; Eirikis, E.; Davis, C.; Davis, H.M.; Prabhakar, U. Comparative analysis of lymphocyte activation marker expression and cytokine secretion profile in stimulated human peripheral blood mononuclear cell cultures: An in vitro model to monitor cellular immune function. J. Immunol. Methods 2004, 293, 127–142. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bajnok, A.; Ivanova, M.; Rigo, J.; Jr Toldi, G. The Distribution of Activation Markers and Selectins on Peripheral T Lymphocytes in Preeclampsia. Mediat. Inflamm. 2017, 2017, 8045161. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Altosole, T.; Rotta, G.; Uras, C.R.M.; Bornheimer, S.J.; Fenoglio, D. An optimized flow cytometry protocol for simultaneous detection of T cell activation induced markers and intracellular cytokines: Application to SARS-CoV-2 immune individuals. J. Immunol. Methods 2023, 515, 113443. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Schnell, A.; Bod, L.; Madi, A.; Kuchroo, V.K. The yin and yang of co-inhibitory receptors: To-ward anti-tumor immunity without autoimmunity. Cell Res. 2020, 30, 285–299. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Egen, J.G.; Kuhns, M.S.; Allison, J.P. CTLA-4: New insights into its biological function and use in tumor immunotherapy. Nat. Immunol. 2002, 3, 611–618. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bengsch, B.; Ohtani, T.; Khan, O.; Setty, M.; Manne, S.; O’Brien, S.; Gherardini, P.F.; Herati, R.S.; Huang, A.C.; Chang, K.M.; et al. Epigenomic-Guided Mass Cytometry Profiling Reveals Disease-Specific Features of Exhausted CD8 T Cells. Immunity 2018, 48, 1029–1045.e5. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Schietinger, A.; Philip, M.; Krisnawan, V.E.; Chiu, E.Y.; Delrow, J.J.; Basom, R.S.; Lauer, P.; Brockstedt, D.G.; Knoblaugh, S.E.; Hammerling, G.J.; et al. Tumor-Specific T Cell Dysfunction Is a Dynamic Antigen-Driven Differentiation Program Initiated Early during Tumorigenesis. Immunity 2016, 45, 389–401. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wherry, E.J.; Kurachi, M. Molecular and cellular insights into T cell exhaustion. Nat. Rev. Immunol. 2015, 15, 486–499. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Muller, M.R.; Rao, A. NFAT, immunity and cancer: A transcription factor comes of age. Nat. Rev. Immunol. 2010, 10, 645–656. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Buchholz, M.; Schatz, A.; Wagner, M.; Michl, P.; Linhart, T.; Adler, G.; Gress, T.M.; Ellenrieder, V. Overexpression of c-myc in pancreatic cancer caused by ectopic activation of NFATc1 and the Ca2+/calcineurin signaling pathway. EMBO J. 2006, 25, 3714–3724. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Xiao, G.; Deng, A.; Liu, H.; Ge, G.; Liu, X. Activator protein 1 suppresses antitumor T-cell function via the induction of programmed death 1. Proc. Natl. Acad. Sci. USA 2012, 109, 15419–15424. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Man, K.; Gabriel, S.S.; Liao, Y.; Gloury, R.; Preston, S.; Henstridge, D.C.; Pellegrini, M.; Zehn, D.; Berberich-Siebelt, F.; Febbraio, M.A.; et al. Transcription Factor IRF4 Promotes CD8(+) T Cell Exhaustion and Limits the Development of Memory-like T Cells during Chronic Infection. Immunity 2017, 47, 1129–1141.e5. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Scott, A.C.; Dundar, F.; Zumbo, P.; Chandran, S.S.; Klebanoff, C.A.; Shakiba, M.; Trivedi, P.; Menocal, L.; Appleby, H.; Camara, S.; et al. TOX is a critical regulator of tumour-specific T cell differentiation. Nature 2019, 571, 270–274. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Khan, O.; Giles, J.R.; McDonald, S.; Manne, S.; Ngiow, S.F.; Patel, K.P.; Werner, M.T.; Huang, A.C.; Alexander, K.A.; Wu, J.E.; et al. TOX transcriptionally and epigenetically programs CD8(+) T cell exhaustion. Nature 2019, 571, 211–218. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Seo, H.; Chen, J.; Gonzalez-Avalos, E.; Samaniego-Castruita, D.; Das, A.; Wang, Y.H.; Lopez-Moyado, I.F.; Georges, R.O.; Zhang, W.; Onodera, A.; et al. TOX and TOX2 transcription factors cooperate with NR4A transcription factors to impose CD8(+) T cell exhaustion. Proc. Natl. Acad. Sci. USA 2019, 116, 12410–12415. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Alfei, F.; Kanev, K.; Hofmann, M.; Wu, M.; Ghoneim, H.E.; Roelli, P.; Utzschneider, D.T.; von Hoesslin, M.; Cullen, J.G.; Fan, Y.; et al. TOX reinforces the phenotype and longevity of exhausted T cells in chronic viral infection. Nature 2019, 571, 265–269. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- MacIver, N.J.; Michalek, R.D.; Rathmell, J.C. Metabolic regulation of T lymphocytes. Annu. Rev. Immunol. 2013, 31, 259–283. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chang, C.H.; Curtis, J.D.; Maggi, L.B.; Jr Faubert, B.; Villarino, A.V.; O’Sullivan, D.; Huang, S.C.; van der Windt, G.J.; Blagih, J.; Qiu, J.; et al. Posttranscriptional control of T cell effector function by aerobic glycolysis. Cell 2013, 153, 1239–1251. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Saleem, M.U.; Sajid, H.A.; Arshad, M.W.; Torres, A.O.R.; Shabbir, M.I.; Rai, S.K. Novel Insights into T-Cell Exhaustion and Cancer Biomarkers in PDAC Using ScRNA-Seq. Biology 2025, 14, 1015. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Meng, Q.; Liu, Z.; Rangelova, E.; Poiret, T.; Ambati, A.; Rane, L.; Xie, S.; Verbeke, C.; Dodoo, E.; Del Chiaro, M.; et al. Expansion of Tumor-reactive T Cells From Patients With Pancreatic Cancer. J. Immunother. 2016, 39, 81–89. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tang, D.; Yuan, Z.; Xue, X.; Lu, Z.; Zhang, Y.; Wang, H.; Chen, M.; An, Y.; Wei, J.; Zhu, Y.; et al. High expression of Galectin-1 in pancreatic stellate cells plays a role in the development and maintenance of an immunosuppressive microenvironment in pancreatic cancer. Int. J. Cancer 2012, 130, 2337–2348. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Goulart, M.R.; Stasinos, K.; Fincham, R.E.A.; Delvecchio, F.R.; Kocher, H.M. T cells in pancreatic cancer stroma. World J. Gastroenterol. 2021, 27, 7956–7968. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sivakumar, S.; Abu-Shah, E.; Ahern, D.J.; Arbe-Barnes, E.H.; Jainarayanan, A.K.; Mangal, N.; Reddy, S.; Rendek, A.; Easton, A.; Kurz, E.; et al. Activated Regulatory T-Cells, Dysfunctional and Senescent T-Cells Hinder the Immunity in Pancreatic Cancer. Cancers 2021, 13, 1776. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Werba, G.; Weissinger, D.; Kawaler, E.A.; Zhao, E.; Kalfakakou, D.; Dhara, S.; Wang, L.; Lim, H.B.; Oh, G.; Jing, X.; et al. Author Correction: Single-cell RNA sequencing reveals the effects of chemotherapy on human pancreatic adenocarcinoma and its tumor microenvironment. Nat. Commun. 2023, 14, 3912. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yang, X.; Wang, G.; Song, Y.; Zhuang, T.; Li, Y.; Xie, Y.; Fei, X.; Zhao, Y.; Xu, D.; Hu, Y. PD-1(+)CD8(+) T Cells Proximal to PD-L1(+)CD68(+) Macrophages Are Associated with Poor Prognosis in Pancreatic Ductal Adenocarcinoma Patients. Cancers 2023, 15, 1389. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhu, Y.; Knolhoff, B.L.; Meyer, M.A.; Nywening, T.M.; West, B.L.; Luo, J.; Wang-Gillam, A.; Goedegebuure, S.P.; Linehan, D.C.; DeNardo, D.G. CSF1/CSF1R blockade reprograms tumor-infiltrating macrophages and improves response to T-cell checkpoint immunotherapy in pancreatic cancer models. Cancer Res. 2014, 74, 5057–5069. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Bayne, L.J.; Beatty, G.L.; Jhala, N.; Clark, C.E.; Rhim, A.D.; Stanger, B.Z.; Vonderheide, R.H. Tumor-derived granulocyte-macrophage colony-stimulating factor regulates myeloid inflammation and T cell immunity in pancreatic cancer. Cancer Cell 2012, 21, 822–835. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Le, D.T.; Lutz, E.; Uram, J.N.; Sugar, E.A.; Onners, B.; Solt, S.; Zheng, L.; Diaz, L.A., Jr.; Donehower, R.C.; Jaffee, E.M.; et al. Evaluation of ipilimumab in combination with allogeneic pancreatic tumor cells transfected with a GM-CSF gene in previously treated pancreatic cancer. J. Immunother. 2013, 36, 382–389. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Soares, K.C.; Rucki, A.A.; Wu, A.A.; Olino, K.; Xiao, Q.; Chai, Y.; Wamwea, A.; Bigelow, E.; Lutz, E.; Liu, L.; et al. PD-1/PD-L1 blockade together with vaccine therapy facilitates effector T-cell infiltration into pancreatic tumors. J. Immunother. 2015, 38, 1–11. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Khalil, D.N.; Suek, N.; Campesato, L.F.; Budhu, S.; Redmond, D.; Samstein, R.M.; Krishna, C.; Panageas, K.S.; Capanu, M.; Houghton, S.; et al. In situ vaccination with defined factors overcomes T cell exhaustion in distant tumors. J. Clin. Investig. 2019, 129, 3435–3447. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Colegio, O.R.; Chu, N.Q.; Szabo, A.L.; Chu, T.; Rhebergen, A.M.; Jairam, V.; Cyrus, N.; Brokowski, C.E.; Eisenbarth, S.C.; Phillips, G.M.; et al. Functional polarization of tumour-associated macrophages by tumour-derived lactic acid. Nature 2014, 513, 559–563. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Noe, J.T.; Rendon, B.E.; Geller, A.E.; Conroy, L.R.; Morrissey, S.M.; Young, L.E.A.; Bruntz, R.C.; Kim, E.J.; Wise-Mitchell, A.; Barbosa de Souza Rizzo, M.; et al. Lactate supports a metabolic-epigenetic link in macrophage polarization. Sci. Adv. 2021, 7, 8602. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, D.; Tang, Z.; Huang, H.; Zhou, G.; Cui, C.; Weng, Y.; Liu, W.; Kim, S.; Lee, S.; Perez-Neut, M.; et al. Metabolic regulation of gene expression by histone lactylation. Nature 2019, 574, 575–580. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Thakur, R.; Mullen, N.J.; Mehla, K.; Singh, P.K. Tumor-stromal metabolic crosstalk in pancreatic cancer. Trends Cell Biol. 2025, 35, 1068–1083. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yang, X.; Lu, Y.; Hang, J.; Zhang, J.; Zhang, T.; Huo, Y.; Liu, J.; Lai, S.; Luo, D.; Wang, L.; et al. Lactate-Modulated Immunosuppression of Myeloid-Derived Suppressor Cells Contributes to the Radioresistance of Pancreatic Cancer. Cancer Immunol. Res. 2020, 8, 1440–1451. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sinclair, L.V.; Neyens, D.; Ramsay, G.; Taylor, P.M.; Cantrell, D.A. Single cell analysis of kynurenine and System L amino acid transport in T cells. Nat. Commun. 2018, 9, 1981. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Sinclair, L.V.; Rolf, J.; Emslie, E.; Shi, Y.B.; Taylor, P.M.; Cantrell, D.A. Control of amino-acid transport by antigen receptors coordinates the metabolic reprogramming essential for T cell differentiation. Nat. Immunol. 2013, 14, 500–508. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Geiger, R.; Rieckmann, J.C.; Wolf, T.; Basso, C.; Feng, Y.; Fuhrer, T.; Kogadeeva, M.; Picotti, P.; Meissner, F.; Mann, M.; et al. L-Arginine Modulates T Cell Metabolism and Enhances Survival and Anti-tumor Activity. Cell 2016, 167, 829–842.e13. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Nakaya, M.; Xiao, Y.; Zhou, X.; Chang, J.H.; Chang, M.; Cheng, X.; Blonska, M.; Lin, X.; Sun, S.C. Inflammatory T cell responses rely on amino acid transporter ASCT2 facilitation of glutamine uptake and mTORC1 kinase activation. Immunity 2014, 40, 692–705. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wu, J.; Li, G.; Li, L.; Li, D.; Dong, Z.; Jiang, P. Asparagine enhances LCK signalling to potentiate CD8(+) T-cell activation and anti-tumour responses. Nat. Cell Biol. 2021, 23, 75–86. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wei, D.H.; Mao, Q.Q. Vitamin B6, vitamin B12 and methionine and risk of pancreatic cancer: A meta-analysis. Nutr. J. 2020, 19, 111. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- He, C.; Wang, D.; Shukla, S.K.; Hu, T.; Thakur, R.; Fu, X.; King, R.J.; Kollala, S.S.; Attri, K.S.; Murthy, D.; et al. Vitamin B6 Competition in the Tumor Microenvironment Hampers Antitumor Functions of NK Cells. Cancer Discov. 2024, 14, 176–193. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Linares, J.F.; Cid-Diaz, T.; Duran, A.; Osrodek, M.; Martinez-Ordonez, A.; Reina-Campos, M.; Kuo, H.H.; Elemento, O.; Martin, M.L.; Cordes, T.; et al. The lactate-NAD(+) axis activates cancer-associated fibroblasts by downregulating p62. Cell Rep. 2022, 39, 110792. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Murthy, D.; Attri, K.S.; Shukla, S.K.; Thakur, R.; Chaika, N.V.; He, C.; Wang, D.; Jha, K.; Dasgupta, A.; King, R.J.; et al. Author Correction: Cancer-associated fibroblast-derived acetate promotes pancreatic cancer development by altering polyamine metabolism via the ACSS2-SP1-SAT1 axis. Nat. Cell Biol. 2024, 26, 840. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shao, M.; Pan, Q.; Tan, H.; Wu, J.; Lee, H.W.; Huber, A.D.; Wright, W.C.; Cho, J.H.; Yu, J.; Peng, J.; et al. CYP3A5 unexpectedly regulates glucose metabolism through the AKT-TXNIP-GLUT1 axis in pancreatic cancer. Genes Dis. 2024, 11, 101079. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Aghamiri, S.; Raee, P.; Talaei, S.; Mohammadi-Yeganeh, S.; Bayat, S.; Rezaee, D.; Ghavidel, A.A.; Teymouri, A.; Roshanzamiri, S.; Farhadi, S.; et al. Nonviral siRNA delivery systems for pancreatic cancer therapy. Biotechnol. Bioeng. 2021, 118, 3669–3690. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Gao, F.; Sun, K.; Wang, S.; Zhang, X.; Bai, X. Lactate metabolism reprogramming in PDAC: Potential for tumor therapy. Biochim. Biophys. Acta Rev. Cancer 2025, 1880, 189373. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Elrakaybi, A.; Ruess, D.A.; Lubbert, M.; Quante, M.; Becker, H. Epigenetics in Pancreatic Ductal Adenocarcinoma: Impact on Biology and Utilization in Diagnostics and Treatment. Cancers 2022, 14, 5926. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tost, J.; Ak-Aksoy, S.; Campa, D.; Corradi, C.; Farinella, R.; Ibanez-Costa, A.; Dubrot, J.; Earl, J.; Melian, E.B.; Kataki, A.; et al. Leveraging epigenetic alterations in pancreatic ductal adenocarcinoma for clinical applications. Semin. Cancer Biol. 2025, 109, 101–124. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tan, A.C.; Jimeno, A.; Lin, S.H.; Wheelhouse, J.; Chan, F.; Solomon, A.; Rajeshkumar, N.V.; Rubio-Viqueira, B.; Hidalgo, M. Characterizing DNA methylation patterns in pancreatic cancer genome. Mol. Oncol. 2009, 3, 425–438. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhu, J.; Yang, Y.; Kisiel, J.B.; Mahoney, D.W.; Michaud, D.S.; Guo, X.; Taylor, W.R.; Shu, X.O.; Shu, X.; Liu, D.; et al. Integrating Genome and Methylome Data to Identify Candidate DNA Methylation Biomarkers for Pancreatic Cancer Risk. Cancer Epidemiol. Biomark. Prev. 2021, 30, 2079–2087. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Eyres, M.; Lanfredini, S.; Xu, H.; Burns, A.; Blake, A.; Willenbrock, F.; Goldin, R.; Hughes, D.; Hughes, S.; Thapa, A.; et al. TET2 Drives 5hmc Marking of GATA6 and Epigenetically Defines Pancreatic Ductal Adenocarcinoma Transcriptional Subtypes. Gastroenterology 2021, 161, 653–668.e16. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, M.; Pan, X.; Fujiwara, K.; Jurcak, N.; Muth, S.; Zhou, J.; Xiao, Q.; Li, A.; Che, X.; Li, Z.; et al. Pancreatic cancer cells render tumor-associated macrophages metabolically reprogrammed by a GARP and DNA methylation-mediated mechanism. Signal Transduct. Target. Ther. 2021, 6, 366. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wright, C.A.; Gordon, E.R.; Cooper, S.J. Genomic analysis reveals HDAC1 regulates clinically relevant transcriptional programs in Pancreatic cancer. BMC Cancer 2023, 23, 1137. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shinke, G.; Yamada, D.; Eguchi, H.; Iwagami, Y.; Asaoka, T.; Noda, T.; Wada, H.; Kawamoto, K.; Gotoh, K.; Kobayashi, S.; et al. Role of histone deacetylase 1 in distant metastasis of pancreatic ductal cancer. Cancer Sci. 2018, 109, 2520–2531. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Krauss, L.; Urban, B.C.; Hastreiter, S.; Schneider, C.; Wenzel, P.; Hassan, Z.; Wirth, M.; Lankes, K.; Terrasi, A.; Klement, C.; et al. HDAC2 Facilitates Pancreatic Cancer Metastasis. Cancer Res. 2022, 82, 695–707. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Liu, X.Y.; Guo, C.H.; Xi, Z.Y.; Xu, X.Q.; Zhao, Q.Y.; Li, L.S.; Wang, Y. Histone methylation in pancreatic cancer and its clinical implications. World J. Gastroenterol. 2021, 27, 6004–6024. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, Y.; Ren, B.; Yang, J.; Wang, H.; Yang, G.; Xu, R.; You, L.; Zhao, Y. The role of histone methylation in the development of digestive cancers: A potential direction for cancer management. Signal Transduct. Target. Ther. 2020, 5, 143. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Brown, B.A.; Myers, P.J.; Adair, S.J.; Pitarresi, J.R.; Sah-Teli, S.K.; Campbell, L.A.; Hart, W.S.; Barbeau, M.C.; Leong, K.; Seyler, N.; et al. A Histone Methylation-MAPK Signaling Axis Drives Durable Epithelial-Mesenchymal Transition in Hypoxic Pancreatic Cancer. Cancer Res. 2024, 84, 1764–1780. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Li, H.; Wang, H.; Cui, Y.; Jiang, W.; Zhan, H.; Feng, L.; Gao, M.; Zhao, K.; Zhang, L.; Xie, X.; et al. EZH2 regulates pancreatic cancer cells through E2F1, GLI1, CDK3, and Mcm4. Hereditas 2023, 160, 23. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Aalfs, J.D.; Kingston, R.E. What does ‘chromatin remodeling’ mean? Trends Biochem. Sci. 2000, 25, 548–555. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Clapier, C.R.; Iwasa, J.; Cairns, B.R.; Peterson, C.L. Mechanisms of action and regulation of ATP-dependent chromatin-remodelling complexes. Nat. Rev. Mol. Cell Biol. 2017, 18, 407–422. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Szczepanski, J.M.; Rudolf, M.A.; Shi, J. Clinical Evaluation of the Pancreatic Cancer Microenvironment: Opportunities and Challenges. Cancers 2024, 16, 794. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shain, A.H.; Giacomini, C.P.; Matsukuma, K.; Karikari, C.A.; Bashyam, M.D.; Hidalgo, M.; Maitra, A.; Pollack, J.R. Convergent structural alterations define SWItch/Sucrose NonFermentable (SWI/SNF) chromatin remodeler as a central tumor suppressive complex in pancreatic cancer. Proc. Natl. Acad. Sci. USA 2012, 109, E252–E259. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Witkiewicz, A.K.; McMillan, E.A.; Balaji, U.; Baek, G.; Lin, W.C.; Mansour, J.; Mollaee, M.; Wagner, K.U.; Koduru, P.; Yopp, A.; et al. Whole-exome sequencing of pancreatic cancer defines genetic diversity and therapeutic targets. Nat. Commun. 2015, 6, 6744. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Han, W.; Shi, D.; Yang, Q.; Li, X.; Zhang, J.; Peng, C.; Yan, F. Alteration of chromosome structure impacts gene expressions implicated in pancreatic ductal adenocarcinoma cells. BMC Genom. 2024, 25, 206. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hasan, N.; Ahuja, N. The Emerging Roles of ATP-Dependent Chromatin Remodeling Complexes in Pancreatic Cancer. Cancers 2019, 11, 1859. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Tsuda, M.; Fukuda, A.; Kawai, M.; Araki, O.; Seno, H. The role of the SWI/SNF chromatin remodeling complex in pancreatic ductal adenocarcinoma. Cancer Sci. 2021, 112, 490–497. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Wieczorek, M.; Abualrous, E.T.; Sticht, J.; Alvaro-Benito, M.; Stolzenberg, S.; Noe, F.; Freund, C. Major Histocompatibility Complex (MHC) Class I and MHC Class II Proteins: Conformational Plasticity in Antigen Presentation. Front. Immunol. 2017, 8, 292. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Lomberk, G.; Blum, Y.; Nicolle, R.; Nair, A.; Gaonkar, K.S.; Marisa, L.; Mathison, A.; Sun, Z.; Yan, H.; Elarouci, N.; et al. Distinct epigenetic landscapes underlie the pathobiology of pancreatic cancer subtypes. Nat. Commun. 2018, 9, 1978. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Feinberg, A.P.; Koldobskiy, M.A.; Gondor, A. Epigenetic modulators, modifiers and mediators in cancer aetiology and progression. Nat. Rev. Genet. 2016, 17, 284–299. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chiappinelli, K.B.; Strissel, P.L.; Desrichard, A.; Li, H.; Henke, C.; Akman, B.; Hein, A.; Rote, N.S.; Cope, L.M.; Snyder, A.; et al. Inhibiting DNA Methylation Causes an Interferon Response in Cancer via dsRNA Including Endogenous Retroviruses. Cell 2016, 164, 1073. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Roulois, D.; Loo Yau, H.; Singhania, R.; Wang, Y.; Danesh, A.; Shen, S.Y.; Han, H.; Liang, G.; Jones, P.A.; Pugh, T.J.; et al. DNA-Demethylating Agents Target Colorectal Cancer Cells by Inducing Viral Mimicry by Endogenous Transcripts. Cell 2015, 162, 961–973. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Imai, D.; Yoshizumi, T.; Okano, S.; Uchiyama, H.; Ikegami, T.; Harimoto, N.; Itoh, S.; Soejima, Y.; Aishima, S.; Oda, Y.; et al. The prognostic impact of programmed cell death ligand 1 and human leukocyte antigen class I in pancreatic cancer. Cancer Med. 2017, 6, 1614–1626. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ryschich, E.; Notzel, T.; Hinz, U.; Autschbach, F.; Ferguson, J.; Simon, I.; Weitz, J.; Frohlich, B.; Klar, E.; Buchler, M.W.; et al. Control of T-cell-mediated immune response by HLA class I in human pancreatic carcinoma. Clin. Cancer Res. 2005, 11, 498–504. [Google Scholar] [CrossRef] [Scilit]
- Hiraoka, N.; Ino, Y.; Hori, S.; Yamazaki-Itoh, R.; Naito, C.; Shimasaki, M.; Esaki, M.; Nara, S.; Kishi, Y.; Shimada, K.; et al. Expression of classical human leukocyte antigen class I antigens, HLA-E and HLA-G, is adversely prognostic in pancreatic cancer patients. Cancer Sci. 2020, 111, 3057–3070. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chowell, D.; Morris, L.G.T.; Grigg, C.M.; Weber, J.K.; Samstein, R.M.; Makarov, V.; Kuo, F.; Kendall, S.M.; Requena, D.; Riaz, N.; et al. Patient HLA class I genotype influences cancer response to checkpoint blockade immunotherapy. Science 2018, 359, 582–587. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Havel, J.J.; Chowell, D.; Chan, T.A. The evolving landscape of biomarkers for checkpoint inhibitor immunotherapy. Nat. Rev. Cancer 2019, 19, 133–150. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kabacaoglu, D.; Ciecielski, K.J.; Ruess, D.A.; Algul, H. Immune Checkpoint Inhibition for Pancreatic Ductal Adenocarcinoma: Current Limitations and Future Options. Front. Immunol. 2018, 9, 1878. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Pardoll, D.M. The blockade of immune checkpoints in cancer immunotherapy. Nat. Rev. Cancer 2012, 12, 252–264. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Balachandran, V.P.; Beatty, G.L.; Dougan, S.K. Broadening the Impact of Immunotherapy to Pancreatic Cancer: Challenges and Opportunities. Gastroenterology 2019, 156, 2056–2072. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shukla, M.; Patel, J.C.; Shukla, M. Identification of key genes and pathways in the following pancreatic ductal adenocarcinoma (PDAC) using integrated bioinformatics analysis. Gastroenterol. Endosc. 2025, 3, 195–210. [Google Scholar] [CrossRef] [Scilit]
- He, Y.; Liu, Y.; Gong, J.; Liu, C.; Zhang, H.; Wu, H. Identification of key pathways and candidate genes in pancreatic ductal adenocarcinoma using bioinformatics analysis. Oncol. Lett. 2019, 17, 3751–3764. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, X.; Mao, T.; Zhang, B.; Xu, H.; Cui, J.; Jiao, F.; Chen, D.; Wang, Y.; Hu, J.; Xia, Q.; et al. Characterization of the genomic landscape in large-scale Chinese patients with pancreatic cancer. EBioMedicine 2022, 77, 103897. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Buscail, L.; Bournet, B.; Cordelier, P. Role of oncogenic KRAS in the diagnosis, prognosis and treatment of pancreatic cancer. Nat. Rev. Gastroenterol. Hepatol. 2020, 17, 153–168. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhang, Z.; Zhang, H.; Liao, X.; Tsai, H.I. KRAS mutation: The booster of pancreatic ductal adenocarcinoma transformation and progression. Front. Cell Dev. Biol. 2023, 11, 1147676. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Shen, H.; Lundy, J.; Strickland, A.H.; Harris, M.; Swan, M.; Desmond, C.; Jenkins, B.J.; Croagh, D. KRAS G12D Mutation Subtype in Pancreatic Ductal Adenocarcinoma: Does It Influence Prognosis or Stage of Disease at Presentation? Cells 2022, 11, 3175. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Norton, C.; Shaw, M.S.; Rubnitz, Z.; Smith, J.; Soares, H.P.; Nevala-Plagemann, C.D.; Garrido-Laguna, I.; Florou, V. KRAS Mutation Status and Treatment Outcomes in Patients With Metastatic Pancreatic Adenocarcinoma. JAMA Netw. Open 2025, 8, e2453588. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Yousef, A.; Yousef, M.; Chowdhury, S.; Abdilleh, K.; Knafl, M.; Edelkamp, P.; Alfaro-Munoz, K.; Chacko, R.; Peterson, J.; Smaglo, B.G.; et al. Impact of KRAS mutations and co-mutations on clinical outcomes in pancreatic ductal adenocarcinoma. npj Precis. Oncol. 2024, 8, 27. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Christopher, B.N.; Golick, L.; Basar, A.; Reyes, L.; Robinson, R.M.; Angerstein, A.O.; Krieg, C.; Hobbs, G.A.; Guttridge, D.C.; O’Bryan, J.P.; et al. Modulating the CXCR2 Signaling Axis Using Engineered Chemokine Fusion Proteins to Disrupt Myeloid Cell Infiltration in Pancreatic Cancer. Biomolecules 2025, 15, 645. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zdanov, S.; Mandapathil, M.; Abu Eid, R.; Adamson-Fadeyi, S.; Wilson, W.; Qian, J.; Carnie, A.; Tarasova, N.; Mkrtichyan, M.; Berzofsky, J.A.; et al. Mutant KRAS Conversion of Conventional T Cells into Regulatory T Cells. Cancer Immunol. Res. 2016, 4, 354–365. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhuang, H.; Chen, X.; Wang, Y.; Huang, S.; Chen, B.; Zhang, C.; Hou, B. Identification of LIPH as an unfavorable biomarkers correlated with immune suppression or evasion in pancreatic cancer based on RNA-seq. Cancer Immunol. Immunother. 2022, 71, 601–612. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Krupa, K.; Fudalej, M.; Wloszek, E.; Miski, H.; Badowska-Kozakiewicz, A.M.; Mekal, D.; Budzik, M.P.; Czerw, A.; Deptala, A. Treatment of KRAS-Mutated Pancreatic Cancer: New Hope for the Patients? Cancers 2025, 17, 2453. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hashimoto, S.; Furukawa, S.; Hashimoto, A.; Tsutaho, A.; Fukao, A.; Sakamura, Y.; Parajuli, G.; Onodera, Y.; Otsuka, Y.; Handa, H.; et al. ARF6 and AMAP1 are major targets of KRAS and TP53 mutations to promote invasion, PD-L1 dynamics, and immune evasion of pancreatic cancer. Proc. Natl. Acad. Sci. USA 2019, 116, 17450–17459. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Velez-Delgado, A.; Donahue, K.L.; Brown, K.L.; Du, W.; Irizarry-Negron, V.; Menjivar, R.E.; Lasse Opsahl, E.L.; Steele, N.G.; The, S.; Lazarus, J.; et al. Extrinsic KRAS Signaling Shapes the Pancreatic Microenvironment Through Fibroblast Reprogramming. Cell Mol. Gastroenterol. Hepatol. 2022, 13, 1673–1699. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Collins, M.A.; Bednar, F.; Zhang, Y.; Brisset, J.C.; Galban, S.; Galban, C.J.; Rakshit, S.; Flannagan, K.S.; Adsay, N.V.; Pasca di Magliano, M. Oncogenic Kras is required for both the initiation and maintenance of pancreatic cancer in mice. J. Clin. Investig. 2012, 122, 639–653. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ying, H.; Kimmelman, A.C.; Lyssiotis, C.A.; Hua, S.; Chu, G.C.; Fletcher-Sananikone, E.; Locasale, J.W.; Son, J.; Zhang, H.; Coloff, J.L.; et al. Oncogenic Kras maintains pancreatic tumors through regulation of anabolic glucose metabolism. Cell 2012, 149, 656–670. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mahadevan, K.K.; LeBleu, V.S.; Ramirez, E.V.; Chen, Y.; Li, B.; Sockwell, A.M.; Gagea, M.; Sugimoto, H.; Sthanam, L.K.; Tampe, D.; et al. Elimination of oncogenic KRAS in genetic mouse models eradicates pancreatic cancer by inducing FAS-dependent apoptosis by CD8(+) T cells. Dev. Cell 2023, 58, 1562–1577e8. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Kemp, S.B.; Cheng, N.; Markosyan, N.; Sor, R.; Kim, I.K.; Hallin, J.; Shoush, J.; Quinones, L.; Brown, N.V.; Bassett, J.B.; et al. Efficacy of a Small-Molecule Inhibitor of KrasG12D in Immunocompetent Models of Pancreatic Cancer. Cancer Discov. 2023, 13, 298–311. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Orlen, M.; Vostrejs, W.P.; Sor, R.; McDevitt, J.C.; Kemp, S.B.; Kim, I.K.; Kramer, A.B.; Tovbis Shifrin, N.; Markosyan, N.; Clendenin, C.; et al. T-cell Dependency of Tumor Regressions and Complete Responses with RAS(ON) Multi-selective Inhibition in Preclinical Models of Pancreatic Ductal Adenocarcinoma. Cancer Discov. 2025, 15, 1697–1716. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Gough, N.R.; Xiang, X.; Mishra, L. TGF-beta Signaling in Liver, Pancreas, and Gastrointestinal Diseases and Cancer. Gastroenterology 2021, 161, 434–452.e15. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Friess, H.; Yamanaka, Y.; Buchler, M.; Ebert, M.; Beger, H.G.; Gold, L.I.; Korc, M. Enhanced expression of transforming growth factor beta isoforms in pancreatic cancer correlates with decreased survival. Gastroenterology 1993, 105, 1846–1856. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Principe, D.R.; Timbers, K.E.; Atia, L.G.; Koch, R.M.; Rana, A. TGFbeta Signaling in the Pancreatic Tumor Microenvironment. Cancers 2021, 13, 5086. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Fullerton, P.T.; Jr Creighton, C.J.; Matzuk, M.M. Insights Into SMAD4 Loss in Pancreatic Cancer From Inducible Restoration of TGF-beta Signaling. Mol. Endocrinol. 2015, 29, 1440–1453. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Deng, Z.; Fan, T.; Xiao, C.; Tian, H.; Zheng, Y.; Li, C.; He, J. TGF-beta signaling in health, disease, and therapeutics. Signal Transduct. Target. Ther. 2024, 9, 61. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Ho, M.P.; Jung, M.; Ung, W.; Skouradaki, E.; Baritaki, S.; Bonavida, B. TGF-beta-YY1 signaling as a key driver of immune evasion in pancreatic cancer: Therapeutic implications. Cytokine Growth Factor Rev. 2026, 88, 58–66. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Hussain, S.M.; Kansal, R.G.; Alvarez, M.A.; Hollingsworth, T.J.; Elahi, A.; Miranda-Carboni, G.; Hendrick, L.E.; Pingili, A.K.; Albritton, L.M.; Dickson, P.V.; et al. Role of TGF-beta in pancreatic ductal adenocarcinoma progression and PD-L1 ex-pression. Cell Oncol. 2021, 44, 673–687. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Zhou, Q.; Xia, S.; Guo, F.; Hu, F.; Wang, Z.; Wei, T.; Xiang, H.; Shang, D. Transforming growth factor-beta in pancreatic diseases: Mechanisms and therapeutic potential. Pharmacol. Res. 2019, 142, 58–69. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Alvarez, M.A.; Freitas, J.P.; Mazher Hussain, S.; Glazer, E.S. TGF-beta Inhibitors in Metastatic Pancreatic Ductal Adenocarcinoma. J. Gastrointest. Cancer 2019, 50, 207–213. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- di Miceli, N.; Baioni, C.; Barbieri, L.; Danielli, D.; Sala, E.; Salvioni, L.; Garbujo, S.; Colombo, M.; Prosperi, D.; Innocenti, M.; et al. TGF-beta Signaling Loop in Pancreatic Ductal Adenocarcinoma Activates Fibroblasts and Increases Tumor Cell Aggressiveness. Cancers 2024, 16, 3705. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Trebska-McGowan, K.; Chaib, M.; Alvarez, M.A.; Kansal, R.; Pingili, A.K.; Shibata, D.; Makowski, L.; Glazer, E.S. TGF-beta Alters the Proportion of Infiltrating Immune Cells in a Pancreatic Ductal Adenocarcinoma. J. Gastrointest. Surg. 2022, 26, 113–121. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- von Bernstorff, W.; Voss, M.; Freichel, S.; Schmid, A.; Vogel, I.; Johnk, C.; Henne-Bruns, D.; Kremer, B.; Kalthoff, H. Systemic and local immunosuppression in pancreatic cancer patients. Clin. Cancer Res. 2001, 7, 925s–932s. [Google Scholar] [PubMed]
- Hwang, L.; Ng, K.; Wang, W.; Trieu, V. Abstract 3742: Treatment with trabedersen, an anti-TGF-beta 2 antisense, primed tumors to subsequent chemotherapies. Cancer Res. 2016, 76, 3742. [Google Scholar] [CrossRef] [Scilit]
- Siolas, D.; Vucic, E.; Kurz, E.; Hajdu, C.; Bar-Sagi, D. Gain-of-function p53(R172H) mutation drives accumulation of neutrophils in pancreatic tumors, promoting resistance to immunotherapy. Cell Rep. 2021, 36, 109578. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Maddalena, M.; Mallel, G.; Nataraj, N.B.; Shreberk-Shaked, M.; Hassin, O.; Mukherjee, S.; Arandkar, S.; Rotkopf, R.; Kapsack, A.; Lambiase, G.; et al. TP53 missense mutations in PDAC are associated with enhanced fibrosis and an immunosuppressive microenvironment. Proc. Natl. Acad. Sci. USA 2021, 118, e2025631118. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Morton, J.P.; Timpson, P.; Karim, S.A.; Ridgway, R.A.; Athineos, D.; Doyle, B.; Jamieson, N.B.; Oien, K.A.; Lowy, A.M.; Brunton, V.G.; et al. Author correction: Mutant p53 drives metastasis and overcomes growth arrest/senescence in pancreatic cancer. Proc. Natl. Acad. Sci. USA 2022, 119, e2204610119. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Klemke, L.; Fehlau, C.F.; Winkler, N.; Toboll, F.; Singh, S.K.; Moll, U.M.; Schulz-Heddergott, R. The Gain-of-Function p53 R248W Mutant Promotes Migration by STAT3 Deregulation in Human Pancreatic Cancer Cells. Front. Oncol. 2021, 11, 642603. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Pan, M.; Jiang, C.; Zhang, Z.; Achacoso, N.; Alexeeff, S.; Solorzano, A.V.; Tse, P.; Chung, E.; Sundaresan, T.; Suga, J.M.; et al. TP53 Gain-of-Function and Non-Gain-of-Function Mutations Are Associated With Differential Prognosis in Advanced Pancreatic Ductal Adenocarcinoma. JCO Precis. Oncol. 2023, 7, e2200570. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Chen, H.; Agarwal, A.; Yellanki, S.; Lavu, H.; Zheng, R.; Bowne, W.B.; Yeo, C.J.; Jain, A.; Nevler, A. P53 Function Status Correlates With Overall Survival in Patients With Resected Pancreatic Cancer. J. Surg. Oncol. 2025, 132, 935–944. [Google Scholar] [CrossRef] [Scilit] [PubMed]
- Mahat, D.B.; Kumra, H.; Castro, S.A.; Metcalf, E.; Nguyen, K.; Morisue, R.; Ho, W.W.; Chen, I.; Sullivan, B.; Yim, L.H.; et al. Mutant p53 exploits enhancers to elevate immunosuppressive chemokine expression and impair immune checkpoint inhibitors in pancreatic cancer. Immunity 2025, 58, 1688–1705. [Google Scholar] [CrossRef] [Scilit] [PubMed]



Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license.
Share and Cite
Ahmady-Nield, F.; Luwor, R.B.; Kannourakis, G. Mechanisms of Immune Cell Dysregulation in Pancreatic Ductal Adenocarcinoma. Biology 2026, 15, 1599. https://doi.org/10.3390/biology15181599
Ahmady-Nield F, Luwor RB, Kannourakis G. Mechanisms of Immune Cell Dysregulation in Pancreatic Ductal Adenocarcinoma. Biology. 2026; 15(18):1599. https://doi.org/10.3390/biology15181599
Chicago/Turabian StyleAhmady-Nield, Farah, Rodney B. Luwor, and George Kannourakis. 2026. "Mechanisms of Immune Cell Dysregulation in Pancreatic Ductal Adenocarcinoma" Biology 15, no. 18: 1599. https://doi.org/10.3390/biology15181599
APA StyleAhmady-Nield, F., Luwor, R. B., & Kannourakis, G. (2026). Mechanisms of Immune Cell Dysregulation in Pancreatic Ductal Adenocarcinoma. Biology, 15(18), 1599. https://doi.org/10.3390/biology15181599

