Skip to main content

Advertisement

Log in

Combined blockade of TGf-β1 and GM-CSF improves chemotherapeutic effects for pancreatic cancer by modulating tumor microenvironment

  • Original Article
  • Published:
Cancer Immunology, Immunotherapy Aims and scope Submit manuscript

Abstract

The interactions between tumor immune microenvironment (TIME) and pancreatic cancer cells can affect chemotherapeutic efficacy; however, the mechanisms still remain largely unknown. Thirty items in TIME were comprehensively screened by using tissue microarray from pancreatic cancer patients. Their expressions, interconnections and predictive roles for survival were analyzed. Twenty-one of 30 items could stratify the survival of the patients; however, multivariate analysis found that only 5 independent risk factors could predict worse survival (M2-polarized tumor-associated macrophages (TAMs), IgG4 positive cells, TGF-β1, GM-CSF and lymphangiogenesis). They had a much higher expression levels in tumoral tissue, compared to peritumoral tissue. The Spearman analysis showed that M2-polarized TAM, TGF-β1 and GM-CSF were positively correlated with pancreatic cancer stem cells (PCSC), angiogenesis and lymphangiogenesis. Both human and murine pancreatic cancer cells could induce M2-polarized TAM, which showed substantial roles to decease chemotherapeutic effects. After treated by gemcitabine, both human and murine pancreatic cancer cell lines expressed higher level of immune check points, PCSC markers and varieties of immunosuppressive factors; however, TGF-β1 and GM-CSF had the highest increase. Based on the above results, TGF-β1 and GM-CSF were proposed to be the optimal potential targets to improve chemotherapeutic effects. In immunocompetent murine models, we demonstrated that combined blockade of TGF-β1 and GM-CSF improved the chemotherapeutic effects by inhibition of M2-polarized TAM and induction of CD8 positive T cells. This study presents a novel promising combined strategy to improve the chemotherapeutic effects for pancreatic cancer.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6

Similar content being viewed by others

Abbreviations

ACT:

Adjuvant chemotherapy

ARG1:

Arginase1

CSF:

Colony stimulating factor

CTL:

Cytotoxic T lymphocytes

Gem:

Gemcitabine

GM/M-CSF:

Granulocyte macrophage/macrophage colony stimulating factor

IFN-γ:

Interferon-γ

IL:

Interleukin

iNOS:

Inducible nitric oxide synthase

LPS:

Lipopolysaccharides

MDSC:

Myeloid-derived suppressor cells

MLVD:

Microlymphatic vascular density

MVD:

Microvascular density

PCSC:

Pancreatic cancer stem cells

PDAC:

Pancreatic ductal adenocarcinoma

PD-1:

Programmed death 1

PDL-1:

Programmed death ligand-1

STAT:

Signal transducer and activator of transcription

TAM:

Tumor-associated macrophages

TGF-β1:

Transforming growth factor beta-1

Th1/2:

T helper 1/2

TIME:

Tumor immune microenvironment

TNF-α:

Tumor necrosis factor-α

Treg:

Regulatory T cells

VEGF:

Vascular endothelial growth factor

References

  1. Siegel RL, Miller KD, Jemal A (2018) Cancer statistics, 2018. CA Cancer J Clin 68:7–30

    PubMed  Google Scholar 

  2. Wu WM, Jin G, Wang CY et al (2019) The current surgical treatment of pancreatic cancer in China a national wide cross-sectional study. J Pancreatol 2:16–21

    Google Scholar 

  3. Liu Q, Liao Q, Zhao Y (2017) Chemotherapy and tumor microenvironment of pancreatic cancer. Cancer Cell Int 17:68

    PubMed  PubMed Central  Google Scholar 

  4. Neoptolemos JP, Palmer DH, Ghaneh P et al (2017) Comparison of adjuvant gemcitabine and capecitabine with gemcitabine monotherapy in patients with resected pancreatic cancer (ESPAC-4): a multicentre, open-label, randomised, phase 3 trial. Lancet 389:1011–1024

    CAS  PubMed  Google Scholar 

  5. Neesse A, Algul H, Tuveson DA et al (2015) Stromal biology and therapy in pancreatic cancer: a changing paradigm. Gut 64:1476–1484

    CAS  PubMed  Google Scholar 

  6. Kleeff J, Korc M, Apte M et al (2016) Pancreatic cancer. Nat Rev Dis Primers 2:16022

    PubMed  Google Scholar 

  7. Burkholder B, Huang RY, Burgess R et al (2014) Tumor-induced perturbations of cytokines and immune cell networks. Biochim Biophys Acta 1845:182–201

    CAS  PubMed  Google Scholar 

  8. Liu Q, Li Y, Niu Z et al (2016) Atorvastatin (Lipitor) attenuates the effects of aspirin on pancreatic cancerogenesis and the chemotherapeutic efficacy of gemcitabine on pancreatic cancer by promoting M2 polarized tumor associated macrophages. J Exp Clin Cancer Res 35:33

    PubMed  PubMed Central  Google Scholar 

  9. Clark CE, Hingorani SR, Mick R et al (2007) Dynamics of the immune reaction to pancreatic cancer from inception to invasion. Cancer Res 67:9518–9527

    CAS  PubMed  Google Scholar 

  10. Hou YC, Chao YJ, Hsieh MH et al (2019) Low CD8+ T cell infiltration and High PD-L1 expression are associated with level of CD44+/CD133+ cancer stem cells and predict an unfavorable prognosis in pancreatic cancer. Cancers (Basel) 11:E541

    Google Scholar 

  11. D'Costa Z, Jones K, Azad A et al (2017) Gemcitabine-induced TIMP1 attenuates therapy response and promotes tumor growth and liver metastasis in pancreatic cancer. Cancer Res 77:5952–5962

    CAS  PubMed  Google Scholar 

  12. De Palma M, Lewis CE (2013) Macrophage regulation of tumor responses to anticancer therapies. Cancer Cell 23:277–286

    PubMed  Google Scholar 

  13. Noy R, Pollard JW (2014) Tumor-associated macrophages: from mechanisms to therapy. Immunity 41:49–61

    CAS  PubMed  PubMed Central  Google Scholar 

  14. Beatty GL, Chiorean EG, Fishman MP et al (2011) CD40 agonists alter tumor stroma and show efficacy against pancreatic carcinoma in mice and humans. Science 331:1612–1616

    CAS  PubMed  PubMed Central  Google Scholar 

  15. Li C, Heidt DG, Dalerba P et al (2007) Identification of pancreatic cancer stem cells. Cancer Res 67:1030–1037

    CAS  PubMed  Google Scholar 

  16. Baghdadi M, Wada H, Nakanishi S et al (2016) Chemotherapy-induced IL34 enhances immunosuppression by tumor-associated macrophages and mediates survival of chemoresistant lung cancer cells. Cancer Res 76:6030–6042

    CAS  PubMed  Google Scholar 

  17. Gao Q, Qiu SJ, Fan J et al (2007) Intratumoral balance of regulatory and cytotoxic T cells is associated with prognosis of hepatocellular carcinoma after resection. J Clin Oncol 25:2586–2593

    PubMed  Google Scholar 

  18. Chang W, Gao X, Han Y et al (2014) Gene expression profiling-derived immunohistochemistry signature with high prognostic value in colorectal carcinoma. Gut 63:1457–1467

    CAS  PubMed  Google Scholar 

  19. Camp RL, Dolled-Filhart M, Rimm DL (2004) X-tile: a new bio-informatics tool for biomarker assessment and outcome-based cut-point optimization. Clin Cancer Res 10:7252–7259

    CAS  PubMed  Google Scholar 

  20. The Lancet Gastroenterology H (2017) Pancreatic cancer: how can we tackle the lack of progress? Lancet Gastroenterol Hepatol 2:73

    Google Scholar 

  21. Ter Veer E, van Rijssen LB, Besselink MG et al (2018) Consensus statement on mandatory measurements in pancreatic cancer trials (COMM-PACT) for systemic treatment of unresectable disease. Lancet Oncol 19:e151–e160

    PubMed  PubMed Central  Google Scholar 

  22. Joyce JA, Fearon DT (2015) T cell exclusion, immune privilege, and the tumor microenvironment. Science 348:74–80

    CAS  PubMed  Google Scholar 

  23. Bronte V, Murray PJ (2015) Understanding local macrophage phenotypes in disease: modulating macrophage function to treat cancer. Nat Med 21:117–119

    CAS  PubMed  Google Scholar 

  24. Nielsen SR, Quaranta V, Linford A et al (2016) Macrophage-secreted granulin supports pancreatic cancer metastasis by inducing liver fibrosis. Nat Cell Biol 18:549–560

    CAS  PubMed  PubMed Central  Google Scholar 

  25. Mahajan UM, Langhoff E, Goni E et al (2018) Immune cell and stromal signature associated with progression-free survival of patients with resected pancreatic ductal adenocarcinoma. Gastroenterology 155:1625–1639

    CAS  PubMed  Google Scholar 

  26. Posey AD Jr, Schwab RD, Boesteanu AC et al (2016) Engineered CAR T cells targeting the cancer-associated Tn-glycoform of the membrane mucin MUC1 control adenocarcinoma. Immunity 44:1444–1454

    CAS  PubMed  PubMed Central  Google Scholar 

  27. Topalian SL, Hodi FS, Brahmer JR et al (2012) Safety, activity, and immune correlates of anti-PD-1 antibody in cancer. N Engl J Med 366:2443–2454

    CAS  PubMed  PubMed Central  Google Scholar 

  28. Ning P, Lou WH, Jun Y (2019) PD-1 immunotherapy in pancreatic cancer. J Panreatol 2:6–10

    Google Scholar 

  29. Gurlevik E, Fleischmann-Mundt B, Brooks J et al (2016) Administration of gemcitabine after pancreatic tumor resection in mice induces an antitumor immune response mediated by natural killer cells. Gastroenterology 151(338–350):e7

    Google Scholar 

  30. Hinz S, Pagerols-Raluy L, Oberg HH et al (2007) Foxp3 expression in pancreatic carcinoma cells as a novel mechanism of immune evasion in cancer. Cancer Res 67:8344–8350

    CAS  PubMed  Google Scholar 

  31. Casella G, Garzetti L, Gatta AT et al (2016) IL4 induces IL6-producing M2 macrophages associated to inhibition of neuroinflammation in vitro and in vivo. J Neuroinflammation 13:139

    PubMed  PubMed Central  Google Scholar 

  32. Van Overmeire E, Stijlemans B, Heymann F et al (2016) M-CSF and GM-CSF receptor signaling differentially regulate monocyte maturation and macrophage polarization in the tumor microenvironment. Cancer Res 76:35–42

    PubMed  Google Scholar 

  33. Ries CH, Cannarile MA, Hoves S et al (2014) Targeting tumor-associated macrophages with anti-CSF-1R antibody reveals a strategy for cancer therapy. Cancer Cell 25:846–859

    CAS  PubMed  Google Scholar 

  34. Harris RJ, Pettitt AR, Schmutz C et al (2000) Granulocyte-macrophage colony-stimulating factor as an autocrine survival factor for mature normal and malignant B lymphocytes. J Immunol 164:3887–3893

    CAS  PubMed  Google Scholar 

  35. Hong IS (2016) Stimulatory versus suppressive effects of GM-CSF on tumor progression in multiple cancer types. Exp Mol Med 48:e242

    CAS  PubMed  PubMed Central  Google Scholar 

  36. Bayne LJ, Beatty GL, Jhala N et al (2012) Tumor-derived granulocyte-macrophage colony-stimulating factor regulates myeloid inflammation and T cell immunity in pancreatic cancer. Cancer Cell 21:822–835

    CAS  PubMed  PubMed Central  Google Scholar 

  37. Neoptolemos JP, Kleeff J, Michl P et al (2018) Therapeutic developments in pancreatic cancer: current and future perspectives. Nat Rev Gastroenterol Hepatol 15:333–348

    PubMed  Google Scholar 

  38. Ahmed S, Bradshaw AD, Gera S et al (2017) The TGF-beta/Smad4 signaling pathway in pancreatic carcinogenesis and its clinical significance. J Clin Med 6:5

    PubMed Central  Google Scholar 

  39. Abel EV, Simeone DM (2013) Biology and clinical applications of pancreatic cancer stem cells. Gastroenterology 144:1241–1248

    PubMed  Google Scholar 

  40. Kreso A, Dick JE (2014) Evolution of the cancer stem cell model. Cell Stem Cell 14:275–291

    CAS  PubMed  Google Scholar 

  41. Hermann PC, Huber SL, Herrler T et al (2007) Distinct populations of cancer stem cells determine tumor growth and metastatic activity in human pancreatic cancer. Cell Stem Cell 1:313–323

    CAS  PubMed  Google Scholar 

  42. Riabov V, Gudima A, Wang N et al (2014) Role of tumor associated macrophages in tumor angiogenesis and lymphangiogenesis. Front Physiol 5:75

    PubMed  PubMed Central  Google Scholar 

  43. Schmidt A, Zhang XM, Joshi RN et al (2016) Human macrophages induce CD4(+)Foxp3(+) regulatory T cells via binding and re-release of TGF-beta. Immunol Cell Biol 94:747–762

    CAS  PubMed  Google Scholar 

  44. Hughes R, Qian BZ, Rowan C et al (2015) Perivascular M2 macrophages stimulate tumor relapse after chemotherapy. Cancer Res 75:3479–3491

    CAS  PubMed  PubMed Central  Google Scholar 

  45. Poth KJ, Guminski AD, Thomas GP et al (2010) Cisplatin treatment induces a transient increase in tumorigenic potential associated with high interleukin-6 expression in head and neck squamous cell carcinoma. Mol Cancer Ther 9:2430–2439

    CAS  PubMed  Google Scholar 

  46. Takeuchi S, Baghdadi M, Tsuchikawa T et al (2015) Chemotherapy-derived inflammatory responses accelerate the formation of immunosuppressive myeloid cells in the tissue microenvironment of human pancreatic cancer. Cancer Res 75:2629–2640

    CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We sincerely expressed our thanks to Junyi Pang, Liangrui Zhou, Xiaolong Liang and Xuguang Liu for their excellent pathological work.

Funding

This work was supported by National Natural Science Foundation of China (81673023, 81872501, 81502068, 81272573 and 81560387) and Beijing Natural Science Foundation of China (7172177) and CAMS innovation Fun for Medical Sciences (CIFMS), NWA0564-3.

Author information

Authors and Affiliations

Authors

Contributions

QL, YZ, QL and ZL designed the study. QL, WW, YL, RZ, XG, MC, XZ, JL, TL and BP collected and analyzed the data. RZ, JL and TL performed the in vitro experiments. QL, QL, YZ and JK discussed and wrote the manuscript. WW, WW, JG, MD, TZ, QL and YZ performed the operations and analyzed the data. ZL, HW and YL performed the pathological work. JK, QL and YZ revised the manuscript.

Corresponding authors

Correspondence to Quan Liao, Zhaohui Lu or Yupei Zhao.

Ethics declarations

Conflict of interest

All of the authors declared there was no conflict of interest.

Ethical approval and ethical standards

This study was a retrospective study and was approved by the Ethics Committee of Peking Union Medical College Hospital and was registered at ClinicalTrials.org (NCT02654288).

Informed consent

All of the patients signed the informed consent to donate samples for scientific research. In this study, only resected tumor and peritumor sample were used; therefore, there were nearly no potential harms to the patients.

Human and animal rights

Male 4-week-old or 8-week-old C57BL/6 J mice were purchased from VITAL RIVER Animal Center (Beijing, China). Animal studies were performed in accordance with the institutional guidelines of Peking Union Medical College Hospital and was approved by animal study committee of Peking Union Medical College Hospital on December 1, 2014.

Cell line authentication

All cell lines were purchased from Cell Line Bank of Chinese Academy of Medicine Sciences.

Additional information

Publisher's Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Electronic supplementary material

Below is the link to the electronic supplementary material.

Supplementary file1 (PDF 7840 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Liu, Q., Wu, H., Li, Y. et al. Combined blockade of TGf-β1 and GM-CSF improves chemotherapeutic effects for pancreatic cancer by modulating tumor microenvironment. Cancer Immunol Immunother 69, 1477–1492 (2020). https://doi.org/10.1007/s00262-020-02542-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s00262-020-02542-7

Keywords

Navigation