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Published in: BMC Cancer 1/2023

Open Access 01-12-2023 | Underweight | Research

S100A8, S100A9 and S100A8/A9 heterodimer as novel cachexigenic factors for pancreatic cancer-induced cachexia

Authors: Wei-Chih Liao, Chih-Ta Chen, You-Shu Tsai, Xin-Ya Wang, Yen-Tzu Chang, Ming-Shiang Wu, Lu-Ping Chow

Published in: BMC Cancer | Issue 1/2023

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Abstract

Background

Cancer cachexia, occurring in ~ 80% pancreatic cancer (PC) patients overall, is a paraneoplastic syndrome mediated by cancer-induced systemic inflammation and characterized by weight loss and skeletal muscle wasting. Identifying clinically relevant PC-derived pro-inflammatory factors with cachexigenic potential may provide novel insights and therapeutic strategies.

Methods

Pro-inflammatory factors with cachexigenic potential in PC were identified by bioinformatic analysis. The abilities of selected candidate factors in inducing skeletal muscle atrophy were investigated. Expression levels of candidate factors in tumors and sera was compared between PC patients with and without cachexia. Associations between serum levels of the candidates and weight loss were assessed in PC patients.

Results

S100A8, S100A9, and S100A8/A9 were identified and shown to induce C2C12 myotube atrophy. Tumors of PC patients with cachexia had markedly elevated expression of S100A8 (P = 0.003) and S100A9 (P < 0.001). PC patients with cachexia had significantly higher serum levels of S100A8, S100A9 and S100A8/A9. Serum levels of these factors positively correlated with percentage of weight loss [correlation coefficient: S100A8: 0.33 (P < 0.001); S100A9: 0.30 (P < 0.001); S100A8/A9: 0.24 (P = 0.004)] and independently predicted the occurrence of cachexia [adjusted odds ratio (95% confidence interval) per 1ng/ml increase: S100A8 1.11 (1.02–1.21), P = 0.014; S100A9 1.10 (1.04–1.16), P = 0.001; per 1 µg/ml increase: S100A8/A9 1.04 (1.01–1.06), P = 0.009].

Conclusions

Atrophic effects of S100A8, S100A9, and S100A8/A9 indicated them as potential pathogenic factors of PC-induced cachexia. In addition, the correlation with the degree of weight loss and prediction of cachexia in PC patients implicated their potential utility in the diagnosis of PC-induced cachexia.
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Literature
1.
go back to reference Park W, Chawla A, O’Reilly EM. Pancreatic cancer: a review. Jama-J Am Med Assoc. 2021;326(20):2081. Park W, Chawla A, O’Reilly EM. Pancreatic cancer: a review. Jama-J Am Med Assoc. 2021;326(20):2081.
2.
go back to reference Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting Cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014;74(11):2913–21.CrossRefPubMed Rahib L, Smith BD, Aizenberg R, Rosenzweig AB, Fleshman JM, Matrisian LM. Projecting Cancer incidence and deaths to 2030: the unexpected burden of thyroid, liver, and pancreas cancers in the United States. Cancer Res. 2014;74(11):2913–21.CrossRefPubMed
4.
go back to reference Bachmann J, Ketterer K, Marsch C, et al. Pancreatic cancer related cachexia: influence on metabolism and correlation to weight loss and pulmonary function. BMC Cancer. 2009;9:255.CrossRefPubMedPubMedCentral Bachmann J, Ketterer K, Marsch C, et al. Pancreatic cancer related cachexia: influence on metabolism and correlation to weight loss and pulmonary function. BMC Cancer. 2009;9:255.CrossRefPubMedPubMedCentral
5.
go back to reference Bachmann J, Heiligensetzer M, Krakowski-Roosen H, Buchler MW, Friess H, Martignoni ME. Cachexia worsens prognosis in patients with resectable pancreatic cancer. J Gastrointest Surg. 2008;12(7):1193–201.CrossRefPubMed Bachmann J, Heiligensetzer M, Krakowski-Roosen H, Buchler MW, Friess H, Martignoni ME. Cachexia worsens prognosis in patients with resectable pancreatic cancer. J Gastrointest Surg. 2008;12(7):1193–201.CrossRefPubMed
6.
go back to reference Porporato PE. Understanding cachexia as a cancer metabolism syndrome. Oncogenesis. 2016;5. Porporato PE. Understanding cachexia as a cancer metabolism syndrome. Oncogenesis. 2016;5.
7.
go back to reference Argiles JM, Busquets S, Stemmler B, Lopez-Soriano FJ. Cancer cachexia: understanding the molecular basis. Nat Rev Cancer. 2014;14(11):754–62.CrossRefPubMed Argiles JM, Busquets S, Stemmler B, Lopez-Soriano FJ. Cancer cachexia: understanding the molecular basis. Nat Rev Cancer. 2014;14(11):754–62.CrossRefPubMed
8.
go back to reference Mayers JR, Wu C, Clish CB, et al. Elevation of circulating branched-chain amino acids is an early event in human pancreatic adenocarcinoma development. Nat Med. 2014;20(10):1193–8.CrossRefPubMedPubMedCentral Mayers JR, Wu C, Clish CB, et al. Elevation of circulating branched-chain amino acids is an early event in human pancreatic adenocarcinoma development. Nat Med. 2014;20(10):1193–8.CrossRefPubMedPubMedCentral
9.
go back to reference Martin L, Birdsell L, MacDonald N, et al. Cancer Cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, Independent of Body Mass Index. J Clin Oncol. 2013;31(12):1539–47.CrossRefPubMed Martin L, Birdsell L, MacDonald N, et al. Cancer Cachexia in the age of obesity: skeletal muscle depletion is a powerful prognostic factor, Independent of Body Mass Index. J Clin Oncol. 2013;31(12):1539–47.CrossRefPubMed
10.
go back to reference Fujiwara Y, Kobayashi T, Chayahara N et al. Metabolomics evaluation of serum markers for Cachexia and their intra- day variation in patients with Advanced Pancreatic Cancer. PLoS ONE. 2014;9(11). Fujiwara Y, Kobayashi T, Chayahara N et al. Metabolomics evaluation of serum markers for Cachexia and their intra- day variation in patients with Advanced Pancreatic Cancer. PLoS ONE. 2014;9(11).
11.
go back to reference Bye A, Wesseltoft-Rao N, Iversen PO et al. Alterations in inflammatory biomarkers and energy intake in cancer cachexia: a prospective study in patients with inoperable pancreatic cancer. Med Oncol. 2016;33(6). Bye A, Wesseltoft-Rao N, Iversen PO et al. Alterations in inflammatory biomarkers and energy intake in cancer cachexia: a prospective study in patients with inoperable pancreatic cancer. Med Oncol. 2016;33(6).
12.
go back to reference Garcia JM, Garcia-Touza M, Hijazi RA, et al. Active ghrelin levels and active to total ghrelin ratio in cancer-induced cachexia. J Clin Endocr Metab. 2005;90(5):2920–6.CrossRefPubMed Garcia JM, Garcia-Touza M, Hijazi RA, et al. Active ghrelin levels and active to total ghrelin ratio in cancer-induced cachexia. J Clin Endocr Metab. 2005;90(5):2920–6.CrossRefPubMed
13.
go back to reference Talbert EE, Lewis HL, Farren MR, et al. Circulating monocyte chemoattractant protein-1 (MCP-1) is associated with cachexia in treatment-naive pancreatic cancer patients. J Cachexia Sarcopeni. 2018;9(2):358–68.CrossRef Talbert EE, Lewis HL, Farren MR, et al. Circulating monocyte chemoattractant protein-1 (MCP-1) is associated with cachexia in treatment-naive pancreatic cancer patients. J Cachexia Sarcopeni. 2018;9(2):358–68.CrossRef
14.
15.
go back to reference Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z. GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res. 2017;45(W1):W98–W102.CrossRefPubMedPubMedCentral Tang Z, Li C, Kang B, Gao G, Li C, Zhang Z. GEPIA: a web server for cancer and normal gene expression profiling and interactive analyses. Nucleic Acids Res. 2017;45(W1):W98–W102.CrossRefPubMedPubMedCentral
16.
go back to reference Liao WC, Huang BS, Yu YH, et al. Galectin-3 and S100A9: novel diabetogenic factors mediating pancreatic Cancer-Associated Diabetes. Diabetes Care. 2019;42(9):1752–9.CrossRefPubMed Liao WC, Huang BS, Yu YH, et al. Galectin-3 and S100A9: novel diabetogenic factors mediating pancreatic Cancer-Associated Diabetes. Diabetes Care. 2019;42(9):1752–9.CrossRefPubMed
17.
go back to reference Chen CT, Liao LZ, Lu CH, et al. Quantitative phosphoproteomic analysis identifies the potential therapeutic target EphA2 for overcoming sorafenib resistance in hepatocellular carcinoma cells. Exp Mol Med. 2020;52(3):497–513.CrossRefPubMedPubMedCentral Chen CT, Liao LZ, Lu CH, et al. Quantitative phosphoproteomic analysis identifies the potential therapeutic target EphA2 for overcoming sorafenib resistance in hepatocellular carcinoma cells. Exp Mol Med. 2020;52(3):497–513.CrossRefPubMedPubMedCentral
18.
go back to reference Amin MB, American Joint Committee on Cancer.,American Cancer Society., AJCC cancer staging manual. Eight edition / editor-in-chief, Mahul B. Amin, MD, FCAP; editors, Stephen B. Edge, MD, FACS and 16 others ; Donna M. Gress, RHIT, CTR - Technical editor ; Laura R. Meyer, CAPM - Managing editor. ed. 2017, Chicago IL: American Joint Committee on Cancer, Springer. xvii, 1024 pages. Amin MB, American Joint Committee on Cancer.,American Cancer Society., AJCC cancer staging manual. Eight edition / editor-in-chief, Mahul B. Amin, MD, FCAP; editors, Stephen B. Edge, MD, FACS and 16 others ; Donna M. Gress, RHIT, CTR - Technical editor ; Laura R. Meyer, CAPM - Managing editor. ed. 2017, Chicago IL: American Joint Committee on Cancer, Springer. xvii, 1024 pages.
19.
go back to reference Banks PA, Bollen TL, Dervenis C, et al. Classification of acute pancreatitis–2012: revision of the Atlanta classification and definitions by international consensus. Gut. 2013;62(1):102–11.CrossRefPubMed Banks PA, Bollen TL, Dervenis C, et al. Classification of acute pancreatitis–2012: revision of the Atlanta classification and definitions by international consensus. Gut. 2013;62(1):102–11.CrossRefPubMed
20.
go back to reference Schneider A, Lohr JM, Singer MV. The M-ANNHEIM classification of chronic pancreatitis: introduction of a unifying classification system based on a review of previous classifications of the disease. J Gastroenterol. 2007;42(2):101–19.CrossRefPubMed Schneider A, Lohr JM, Singer MV. The M-ANNHEIM classification of chronic pancreatitis: introduction of a unifying classification system based on a review of previous classifications of the disease. J Gastroenterol. 2007;42(2):101–19.CrossRefPubMed
21.
go back to reference Tseng PH, Hung CS, Tu CH, et al. Association of incidence of acid-related Upper Gastrointestinal Disorders with Glycated Hemoglobin Level. J Clin Endocrinol Metab. 2022;107(6):e2563–e71.CrossRefPubMed Tseng PH, Hung CS, Tu CH, et al. Association of incidence of acid-related Upper Gastrointestinal Disorders with Glycated Hemoglobin Level. J Clin Endocrinol Metab. 2022;107(6):e2563–e71.CrossRefPubMed
22.
go back to reference Kim EH, Kim KW, Shin Y, et al. Reference data and T-Scores of lumbar skeletal muscle area and its skeletal muscle indices measured by CT scan in a healthy korean Population. J Gerontol a-Biol. 2021;76(2):265–71.CrossRef Kim EH, Kim KW, Shin Y, et al. Reference data and T-Scores of lumbar skeletal muscle area and its skeletal muscle indices measured by CT scan in a healthy korean Population. J Gerontol a-Biol. 2021;76(2):265–71.CrossRef
23.
go back to reference Pruenster M, Vogl T, Roth J, Sperandio M. S100A8/A9: from basic science to clinical application. Pharmacol Therapeut. 2016;167:120–31.CrossRef Pruenster M, Vogl T, Roth J, Sperandio M. S100A8/A9: from basic science to clinical application. Pharmacol Therapeut. 2016;167:120–31.CrossRef
24.
go back to reference Neus Martinez-Bosch LEB, Carlos A, Orozco M, Moreno L, Visa M, Iglesias L, Oldfield JP, Neoptolemos. William Greenhalf, Julie Earl, Alfredo Carrato, Eithne Costello and Pilar Navarro. Increased plasma levels of galectin-1 in pancreatic cancer: potential use as biomarker. Oncotarget. 2018;9(68):32984–96.CrossRefPubMedPubMedCentral Neus Martinez-Bosch LEB, Carlos A, Orozco M, Moreno L, Visa M, Iglesias L, Oldfield JP, Neoptolemos. William Greenhalf, Julie Earl, Alfredo Carrato, Eithne Costello and Pilar Navarro. Increased plasma levels of galectin-1 in pancreatic cancer: potential use as biomarker. Oncotarget. 2018;9(68):32984–96.CrossRefPubMedPubMedCentral
25.
go back to reference Sun Q, Zhang Y, Liu M, et al. Prognostic and diagnostic significance of galectins in pancreatic cancer: a systematic review and meta-analysis. Cancer Cell Int. 2019;19:309.CrossRefPubMedPubMedCentral Sun Q, Zhang Y, Liu M, et al. Prognostic and diagnostic significance of galectins in pancreatic cancer: a systematic review and meta-analysis. Cancer Cell Int. 2019;19:309.CrossRefPubMedPubMedCentral
26.
go back to reference Padoan A, Plebani M, Basso D. Inflammation and pancreatic Cancer: focus on metabolism, Cytokines, and immunity. Int J Mol Sci. 2019;20(3). Padoan A, Plebani M, Basso D. Inflammation and pancreatic Cancer: focus on metabolism, Cytokines, and immunity. Int J Mol Sci. 2019;20(3).
27.
go back to reference Samonig L, Loipetzberger A, Blochl C et al. Proteins and molecular Pathways relevant for the Malignant Properties of Tumor-Initiating Pancreatic Cancer cells. Cells. 2020;9(6). Samonig L, Loipetzberger A, Blochl C et al. Proteins and molecular Pathways relevant for the Malignant Properties of Tumor-Initiating Pancreatic Cancer cells. Cells. 2020;9(6).
28.
go back to reference Shen JJ, Person MD, Zhu JJ, Abbruzzese JL, Li DH. Protein expression profiles in pancreatic adenocarcinoma compared with normal pancreatic tissue and tissue affected by pancreatitis as detected by two-dimensional gel electrophoresis and mass spectrometry. Cancer Res. 2004;64(24):9018–26.CrossRefPubMed Shen JJ, Person MD, Zhu JJ, Abbruzzese JL, Li DH. Protein expression profiles in pancreatic adenocarcinoma compared with normal pancreatic tissue and tissue affected by pancreatitis as detected by two-dimensional gel electrophoresis and mass spectrometry. Cancer Res. 2004;64(24):9018–26.CrossRefPubMed
29.
go back to reference Kung PJ, Lai TY, Cao J, et al. The role of S100A9 in the interaction between pancreatic ductal adenocarcinoma cells and stromal cells. Cancer Immunol Immun. 2022;71(3):705–18.CrossRef Kung PJ, Lai TY, Cao J, et al. The role of S100A9 in the interaction between pancreatic ductal adenocarcinoma cells and stromal cells. Cancer Immunol Immun. 2022;71(3):705–18.CrossRef
30.
go back to reference Nedjadi T, Evans A, Sheikh A et al. S100A8 and S100A9 proteins form part of a paracrine feedback loop between pancreatic cancer cells and monocytes. BMC Cancer. 2018;18. Nedjadi T, Evans A, Sheikh A et al. S100A8 and S100A9 proteins form part of a paracrine feedback loop between pancreatic cancer cells and monocytes. BMC Cancer. 2018;18.
31.
go back to reference Paval DR, Patton R, McDonald J, et al. A systematic review examining the relationship between cytokines and cachexia in incurable cancer. J Cachexia Sarcopenia Muscle. 2022;13(2):824–38.CrossRefPubMedPubMedCentral Paval DR, Patton R, McDonald J, et al. A systematic review examining the relationship between cytokines and cachexia in incurable cancer. J Cachexia Sarcopenia Muscle. 2022;13(2):824–38.CrossRefPubMedPubMedCentral
32.
go back to reference Bilir C, Engin H, Can M, Temi YB, Demirtas D. The prognostic role of inflammation and hormones in patients with metastatic cancer with cachexia. Med Oncol. 2015;32(3). Bilir C, Engin H, Can M, Temi YB, Demirtas D. The prognostic role of inflammation and hormones in patients with metastatic cancer with cachexia. Med Oncol. 2015;32(3).
33.
go back to reference Kemik O, Sumer A, Kemik AS et al. The relationship among acute-phase response proteins, cytokines and hormones in cachectic patients with colon cancer. World J Surg Oncol. 2010;8. Kemik O, Sumer A, Kemik AS et al. The relationship among acute-phase response proteins, cytokines and hormones in cachectic patients with colon cancer. World J Surg Oncol. 2010;8.
34.
go back to reference Sharma A, Kandlakunta H, Nagpal SJS, et al. Model to determine risk of pancreatic Cancer in patients with New-Onset diabetes. Gastroenterology. 2018;155(3):730–9. e3.CrossRefPubMed Sharma A, Kandlakunta H, Nagpal SJS, et al. Model to determine risk of pancreatic Cancer in patients with New-Onset diabetes. Gastroenterology. 2018;155(3):730–9. e3.CrossRefPubMed
35.
go back to reference Liao WC, Chen PR, Huang CC, et al. Relationship between pancreatic cancer-associated diabetes and cachexia. J Cachexia Sarcopeni. 2020;11(4):899–908.CrossRef Liao WC, Chen PR, Huang CC, et al. Relationship between pancreatic cancer-associated diabetes and cachexia. J Cachexia Sarcopeni. 2020;11(4):899–908.CrossRef
Metadata
Title
S100A8, S100A9 and S100A8/A9 heterodimer as novel cachexigenic factors for pancreatic cancer-induced cachexia
Authors
Wei-Chih Liao
Chih-Ta Chen
You-Shu Tsai
Xin-Ya Wang
Yen-Tzu Chang
Ming-Shiang Wu
Lu-Ping Chow
Publication date
01-12-2023
Publisher
BioMed Central
Published in
BMC Cancer / Issue 1/2023
Electronic ISSN: 1471-2407
DOI
https://doi.org/10.1186/s12885-023-11009-8

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