Skip to main content
Log in

Elevation of the Prognostic Factor Plasma Fibrinogen Reflects the Immunosuppressive Tumor Microenvironment in Esophageal Squamous Cell Carcinoma

  • Thoracic Oncology
  • Published:
Annals of Surgical Oncology Aims and scope Submit manuscript

Abstract

Introduction

Despite previous reports on the clinical significance of plasma fibrinogen (FNG) levels as a prognostic indicator of ESCC, its underlying mechanism remains unclear. This study aimed to validate the prognostic impact of plasma FNG levels and clarify its relationship with primary tumors in patients with esophageal squamous cell carcinoma (ESCC).

Methods

The prognostic impact of FNG was evaluated in patients with ESCC who underwent esophagectomy between 2000 and 2019. The RNA sequencing of the primary ESCC site, which was from pre-operative biopsy, was performed, followed by immune profile characterization using an immunogram. Those profiles were assessed via the immunohistochemical staining of tumor-associated macrophages (TAMs) and clinical response to nivolumab.

Results

Multivariate analysis identified FNG as a significant prognostic factor in ESCC. The immunogram suggested an immunosuppressive tumor environment in the high-FNG group. Immunostaining with the TAM markers CD163 and CD204, revealed that the high-FNG group had significantly higher number of TAMs compared with the low-FNG group. The immunosuppressive characteristics were clinically validated in patients with metastatic ESCC; those who had elevated FNG levels showed poor response to nivolumab.

Conclusion

This study successfully validated the prognostic impact of plasma FNG levels in an expanded cohort with ESCC. Accordingly, our findings showed that increased plasma FNG reflects an immunosuppressive tumor microenvironment that facilitates tumor progression and poor responses to nivolumab.

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.

Fig. 1
Fig. 2
Fig. 3
Fig. 4

Similar content being viewed by others

References

  1. Sung H, Ferlay J, Siegel RL, et al. Global cancer statistics 2020: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin. 2021;71:209–49.

    PubMed  Google Scholar 

  2. Matsuda S, Takeuchi H, Kawakubo H, et al. Current advancement in multidisciplinary treatment for resectable cstage II/III esophageal squamous cell carcinoma in Japan. Ann Thorac Cardiovasc Surg. 2016;22:275–83.

    Article  Google Scholar 

  3. Watanabe M, Otake R, Kozuki R, et al. Recent progress in multidisciplinary treatment for patients with esophageal cancer. Surg Today. 2020;50:12–20.

    Article  Google Scholar 

  4. Zhang Y, Cao J, Deng Y, et al. Pretreatment plasma fibrinogen level as a prognostic biomarker for patients with lung cancer. Clinics (Sao Paulo). 2020;75:e993.

    Article  Google Scholar 

  5. Tian Y, Hong M, Jing S, et al. Clinical and prognostic effect of plasma fibrinogen in renal cell carcinoma: a meta-analysis. Biomed Res Int. 2017;2017:9591506.

    PubMed  PubMed Central  Google Scholar 

  6. Son HJ, Park JW, Chang HJ, et al. Preoperative plasma hyperfibrinogenemia is predictive of poor prognosis in patients with nonmetastatic colon cancer. Ann Surg Oncol. 2013;20:2908–13.

    Article  Google Scholar 

  7. Qiu J, Yu Y, Fu Y, et al. Preoperative plasma fibrinogen, platelet count and prognosis in epithelial ovarian cancer. J Obstet Gynaecol Res. 2012;38:651–7.

    Article  CAS  Google Scholar 

  8. Ghezzi F, Cromi A, Siesto G, et al. Prognostic significance of preoperative plasma fibrinogen in endometrial cancer. Gynecol Oncol. 2010;119:309–13.

    Article  CAS  Google Scholar 

  9. Yamashita H, Kitayama J, Kanno N, et al. Hyperfibrinogenemia is associated with lymphatic as well as hematogenous metastasis and worse clinical outcome in T2 gastric cancer. BMC Cancer. 2006;6:147.

    Article  Google Scholar 

  10. Takeuchi H, Ikeuchi S, Kitagawa Y, et al. Pretreatment plasma fibrinogen level correlates with tumor progression and metastasis in patients with squamous cell carcinoma of the esophagus. J Gastroenterol Hepatol. 2007;22:2222–7.

    Article  CAS  Google Scholar 

  11. Matsuda S, Takeuchi H, Fukuda K, et al. Clinical significance of plasma fibrinogen level as a predictive marker for postoperative recurrence of esophageal squamous cell carcinoma in patients receiving neoadjuvant treatment. Dis Esophagus. 2014;27:654–61.

    Article  CAS  Google Scholar 

  12. Matsuda S, Takeuchi H, Kawakubo H, et al. Cumulative prognostic scores based on plasma fibrinogen and serum albumin levels in esophageal cancer patients treated with transthoracic esophagectomy: comparison with the Glasgow prognostic score. Ann Surg Oncol. 2015;22:302–10.

    Article  Google Scholar 

  13. Matsuda S, Takeuchi H, Kawakubo H, et al. Validation study of fibrinogen and albumin score in esophageal cancer patients who underwent esophagectomy: multicenter prospective cohort study. Ann Surg Oncol. 2021;28:774–84.

    Article  Google Scholar 

  14. Matsuda S, Takeuchi H, Kawakubo H, et al. Prognostic impact of change in the fibrinogen and albumin score during preoperative treatment in esophageal cancer patients. World J Surg. 2017;41:2788–95.

    Article  Google Scholar 

  15. Zheng Y, Wu C, Yan H, Chen S. Prognostic value of combined preoperative fibrinogen-albumin ratio and platelet-lymphocyte ratio score in patients with breast cancer: a prognostic nomogram study. Clin Chim Acta. 2020;506:110–21.

    Article  CAS  Google Scholar 

  16. Sun SY, Chen PP, Meng LX et al. High preoperative plasma fibrinogen and serum albumin score is associated with poor survival in operable esophageal squamous cell carcinoma. Dis Esophagus. 2019;32.

  17. Xu WY, Zhang HH, Xiong JP, et al. Prognostic significance of the fibrinogen-to-albumin ratio in gallbladder cancer patients. World J Gastroenterol. 2018;24:3281–92.

    Article  CAS  Google Scholar 

  18. Wellenstein MD, Coffelt SB, Duits DEM, et al. Loss of p53 triggers WNT-dependent systemic inflammation to drive breast cancer metastasis. Nature. 2019;572:538–42.

    Article  CAS  Google Scholar 

  19. Japan Esophageal S. Japanese Classification of Esophageal Cancer, 11th Edition: part I. Esophagus: official journal of the Japan Esophageal Society 2017;14:1-36.

  20. Rice TW, Patil DT, Blackstone EH. 8th edition AJCC/UICC staging of cancers of the esophagus and esophagogastric junction: application to clinical practice. Ann Cardiothorac Surg. 2017;6:119–30.

    Article  Google Scholar 

  21. Matsuda S, Kawakubo H, Takeuchi H, et al. Minimally invasive oesophagectomy with extended lymph node dissection and thoracic duct resection for early-stage oesophageal squamous cell carcinoma. Br J Surg. 2020;107:705–11.

    Article  CAS  Google Scholar 

  22. Ando N, Kato H, Igaki H, et al. A randomized trial comparing postoperative adjuvant chemotherapy with cisplatin and 5-fluorouracil versus preoperative chemotherapy for localized advanced squamous cell carcinoma of the thoracic esophagus (JCOG9907). Ann Surg Oncol. 2012;19:68–74.

    Article  Google Scholar 

  23. Hara H, Tahara M, Daiko H, et al. Phase II feasibility study of preoperative chemotherapy with docetaxel, cisplatin, and fluorouracil for esophageal squamous cell carcinoma. Cancer Sci. 2013;104:1455–60.

    Article  CAS  Google Scholar 

  24. Kato K, Cho BC, Takahashi M, et al. Nivolumab versus chemotherapy in patients with advanced oesophageal squamous cell carcinoma refractory or intolerant to previous chemotherapy (ATTRACTION-3): a multicentre, randomised, open-label, phase 3 trial. Lancet Oncol. 2019;20:1506–17.

    Article  CAS  Google Scholar 

  25. Mackie IJ, Kitchen S, Machin SJ, Lowe GD. Guidelines on fibrinogen assays. Br J Haematol. 2003;121:396–404.

    Article  Google Scholar 

  26. Kobayashi Y, Kushihara Y, Saito N, et al. A novel scoring method based on RNA-Seq immunograms describing individual cancer-immunity interactions. Cancer Sci. 2020;111:4031–40.

    Article  CAS  Google Scholar 

  27. Tsumura K, Arai E, Tian Y, et al. Establishment of permutation for cancer risk estimation in the urothelium based on genome-wide DNA methylation analysis. Carcinogenesis. 2019;40:1308–19.

    Article  CAS  Google Scholar 

  28. Saotome K, Chiyoda T, Aimono E, et al. Clinical implications of next-generation sequencing-based panel tests for malignant ovarian tumors. Cancer Med. 2020;9:7407–17.

    Article  CAS  Google Scholar 

  29. Mantovani A, Allavena P, Sica A, Balkwill F. Cancer-related inflammation. Nature. 2008;454:436–44.

    Article  CAS  Google Scholar 

  30. Zheng Y, Li Y, Xing W, et al. Serum fibrinogen is an independent prognostic factor in operable esophageal squamous carcinoma: a real-world study. Cancer Manag Res. 2019;11:8877–83.

    Article  CAS  Google Scholar 

  31. Wakatsuki K, Matsumoto S, Migita K, et al. Preoperative plasma fibrinogen is associated with lymph node metastasis and predicts prognosis in resectable esophageal cancer. World J Surg. 2017;41:2068–77.

    Article  Google Scholar 

  32. Zhang D, Zhou X, Bao W, et al. Plasma fibrinogen levels are correlated with postoperative distant metastasis and prognosis in esophageal squamous cell carcinoma. Oncotarget. 2015;6:38410–20.

    Article  Google Scholar 

  33. Li L, Yu R, Cai T, et al. Effects of immune cells and cytokines on inflammation and immunosuppression in the tumor microenvironment. Int Immunopharmacol. 2020;88:106939.

    Article  CAS  Google Scholar 

  34. Dunn GP, Old LJ, Schreiber RD. The three Es of cancer immunoediting. Annu Rev Immunol. 2004;22:329–60.

    Article  CAS  Google Scholar 

  35. Wang J, Gao K, Lei W, et al. Lymphocyte-to-monocyte ratio is associated with prognosis of diffuse large B-cell lymphoma: correlation with CD163 positive M2 type tumor-associated macrophages, not PD-1 positive tumor-infiltrating lymphocytes. Oncotarget. 2017;8:5414–25.

    Article  Google Scholar 

  36. Han Y, Liu D, Li L. PD-1/PD-L1 pathway: current researches in cancer. Am J Cancer Res. 2020;10:727–42.

    CAS  PubMed  PubMed Central  Google Scholar 

  37. Lo Russo G, Moro M, Sommariva M, et al. Antibody-Fc/FcR interaction on macrophages as a mechanism for hyperprogressive disease in non-small cell lung cancer subsequent to PD-1/PD-L1 blockade. Clin Cancer Res. 2019;25:989–99.

    Article  CAS  Google Scholar 

  38. Hoshino S, Takeuchi M, Kawakubo H, et al. Usefulness of neutrophil to lymphocyte ratio at recurrence for predicting long-term outcomes in patients with recurrent esophageal squamous cell carcinoma. Ann Surg Oncol. 2021;28:3001–8.

    Article  Google Scholar 

  39. Forrest LM, McMillan DC, McArdle CS, et al. Comparison of an inflammation-based prognostic score (GPS) with performance status (ECOG) in patients receiving platinum-based chemotherapy for inoperable non-small-cell lung cancer. Br J Cancer. 2004;90:1704–6.

    Article  CAS  Google Scholar 

  40. Nakatsumi H, Matsumoto M, Nakayama KI. Noncanonical pathway for regulation of CCL2 expression by an mTORC1-FOXK1 axis promotes recruitment of tumor-associated macrophages. Cell Rep. 2017;21:2471–86.

    Article  CAS  Google Scholar 

  41. Fujiwara T, Yakoub MA, Chandler A et al. CSF1/CSF1R Signaling inhibitor pexidartinib (PLX3397) reprograms tumor-associated macrophages and stimulates t-cell infiltration in the sarcoma microenvironment. Mol Cancer Ther. 2021.

Download references

Acknowledgment

We wish to thank Michiru Sugimoto, a laboratory staff member at the Department of Surgery in Keio University School of Medicine, and Kumiko Motooka, a staff member at the Department of Surgery in Keio University School of Medicine, for their help with the preparation of this manuscript.

Funding

None

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Satoru Matsuda MD, PhD.

Ethics declarations

Author Y.K received lecture fees from CHUGAI PHARMACEUTICAL CO., LTD., TAIHO PHARMACEUTICAL CO., LTD, ASAHI KASEI PHARMA CORPORATION, Otsuka Pharmaceutical Factory Inc., SHIONOGI & CO., LTD., Nippon Covidien Inc., ONO PHARMACEUTICAL CO., LTD., Bristol-Myers Squibb K.K. Author Y.K was supported by grants from CHUGAI PHARMACEUTICAL CO., LTD., TAIHO PHARMACEUTICAL CO., LTD, Yakult Honsha Co. Ltd., AsahiKASEI Co., Ltd., Otsuka Pharmaceutical Co., Ltd., Takeda Pharmaceutical Co., Ltd., ONO PHARMACEUTICAL CO., LTD., TSUMURA & CO., Kyouwa Hakkou Kirin Co., Ltd., DAINIPPON SUMITOMO PHARMA Co., Ltd., EA Pharma Co., Ltd., Astellas Pharma Inc., Toyama Chemical Co., Ltd., MEDICON INC., KAKEN PHARMACEUTICAL CO. LTD., Eisai Co., Ltd., Otsuka Pharmaceutical Factory Inc., TEIJIN PHARMA LIMITED., NIHON PHARMACEUTICAL CO., LTD., and Nippon Covidien Inc. Author Y.K held an endowed chair provided by CHUGAI PHARMACEUTICAL CO., LTD. and TAIHO PHARMACEUTICAL CO., LTD, outside the submitted work.

Additional information

Publisher's Note

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

Supplementary Information

Below is the link to the electronic supplementary material.

Supplementary file1 (DOCX 25 kb)

PleSSision-160 gene list (TIF 595 kb)

10434_2022_11974_MOESM3_ESM.tif

MA plot of gene expression changes. The log2 fold change for a particular comparison is plotted on the y-axis, whereas the average of the counts normalized by size factor is shown on the x-axis. Each gene is represented by a dot. Genes with an adjusted p value below a threshold (here 0.1 as the default) are shown in red (TIF 112 kb)

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Hoshino, S., Matsuda, S., Kawakubo, H. et al. Elevation of the Prognostic Factor Plasma Fibrinogen Reflects the Immunosuppressive Tumor Microenvironment in Esophageal Squamous Cell Carcinoma. Ann Surg Oncol 29, 6894–6904 (2022). https://doi.org/10.1245/s10434-022-11974-7

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1245/s10434-022-11974-7

Navigation