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Published in: Inflammation Research 2/2024

12-12-2023 | Obesity | Original Research Paper

Association of systemic inflammation with the obesity paradox in cancer: results from multi-cohort studies

Authors: Hailun Xie, Lishuang Wei, Heyang Zhang, Guotian Ruan, Xiaoyue Liu, Shiqi Lin, Jinyu Shi, Chenan Liu, Xin Zheng, Yue Chen, Hanping Shi

Published in: Inflammation Research | Issue 2/2024

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Abstract

Aims

This study aimed to explore whether the obesity paradox exists in overall and specific cancers and to investigate the role of systemic inflammation in the obesity paradox.

Methods

The Cox proportional hazard model was used to explore the relationship between body mass index (BMI) and all-cause mortality. The mediated effect was used to investigate the proportion of systemic inflammation mediating the relationship between BMI and cancer survival risk.

Results

The survival probability showed a step-like increase with an increase in BMI regardless of pathological stage. Approximately 10.8%–24.0% of the overall association between BMI and all-cause mortality in cancer was mediated by inflammation. In the internal validation, we found evidence of the obesity paradox in all body composition obtained using BIA, with inflammation remaining an important mediating factor. Furthermore, we also validated the existence of the obesity paradox of cancer in NHANES. Systemic inflammation remains an important factor in mediating the association between BMI and prognosis in cancer patients.

Conclusions

The obesity paradox is prevalent in most cancers, except for hepatic biliary cancer and breast cancer. Inflammation may be one of the true features of the obesity paradox in cancer.
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Literature
1.
go back to reference Berrington de Gonzalez A, Hartge P, Cerhan JR, Flint AJ, Hannan L, MacInnis RJ, et al. Body-mass index and mortality among 1.46 million white adults. N Engl J Med. 2010;363:2211–9.CrossRefPubMed Berrington de Gonzalez A, Hartge P, Cerhan JR, Flint AJ, Hannan L, MacInnis RJ, et al. Body-mass index and mortality among 1.46 million white adults. N Engl J Med. 2010;363:2211–9.CrossRefPubMed
3.
go back to reference Guh DP, Zhang W, Bansback N, Amarsi Z, Birmingham CL, Anis AH. The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health. 2009;9:88.CrossRefPubMedPubMedCentral Guh DP, Zhang W, Bansback N, Amarsi Z, Birmingham CL, Anis AH. The incidence of co-morbidities related to obesity and overweight: a systematic review and meta-analysis. BMC Public Health. 2009;9:88.CrossRefPubMedPubMedCentral
5.
go back to reference Schlesinger S, Siegert S, Koch M, Walter J, Heits N, Hinz S, et al. Postdiagnosis body mass index and risk of mortality in colorectal cancer survivors: a prospective study and meta-analysis. Cancer Causes Control. 2014;25:1407–18.CrossRefPubMed Schlesinger S, Siegert S, Koch M, Walter J, Heits N, Hinz S, et al. Postdiagnosis body mass index and risk of mortality in colorectal cancer survivors: a prospective study and meta-analysis. Cancer Causes Control. 2014;25:1407–18.CrossRefPubMed
6.
go back to reference Tsang NM, Pai PC, Chuang CC, Chuang WC, Tseng CK, Chang KP, et al. Overweight and obesity predict better overall survival rates in cancer patients with distant metastases. Cancer Med. 2016;5:665–75.CrossRefPubMedPubMedCentral Tsang NM, Pai PC, Chuang CC, Chuang WC, Tseng CK, Chang KP, et al. Overweight and obesity predict better overall survival rates in cancer patients with distant metastases. Cancer Med. 2016;5:665–75.CrossRefPubMedPubMedCentral
7.
go back to reference Petrelli F, Cortellini A, Indini A, Tomasello G, Ghidini M, Nigro O, et al. Association of obesity with survival outcomes in patients with cancer: a systematic review and meta-analysis. JAMA Netw Open. 2021;4: e213520.CrossRefPubMedPubMedCentral Petrelli F, Cortellini A, Indini A, Tomasello G, Ghidini M, Nigro O, et al. Association of obesity with survival outcomes in patients with cancer: a systematic review and meta-analysis. JAMA Netw Open. 2021;4: e213520.CrossRefPubMedPubMedCentral
8.
go back to reference Li Y, Li C, Wu G, Yang W, Wang X, Duan L, et al. The obesity paradox in patients with colorectal cancer: a systematic review and meta-analysis. Nutr Rev. 2022;80:1755–68.CrossRefPubMed Li Y, Li C, Wu G, Yang W, Wang X, Duan L, et al. The obesity paradox in patients with colorectal cancer: a systematic review and meta-analysis. Nutr Rev. 2022;80:1755–68.CrossRefPubMed
9.
go back to reference Banack HR, Kaufman JS. The obesity paradox: understanding the effect of obesity on mortality among individuals with cardiovascular disease. Prev Med. 2014;62:96–102.CrossRefPubMed Banack HR, Kaufman JS. The obesity paradox: understanding the effect of obesity on mortality among individuals with cardiovascular disease. Prev Med. 2014;62:96–102.CrossRefPubMed
10.
go back to reference Doehner W, von Haehling S, Anker SD. Protective overweight in cardiovascular disease: moving from “paradox” to “paradigm.” Eur Heart J. 2015;36:2729–32.CrossRefPubMed Doehner W, von Haehling S, Anker SD. Protective overweight in cardiovascular disease: moving from “paradox” to “paradigm.” Eur Heart J. 2015;36:2729–32.CrossRefPubMed
13.
go back to reference Chan DSM, Vieira AR, Aune D, Bandera EV, Greenwood DC, McTiernan A, et al. Body mass index and survival in women with breast cancer-systematic literature review and meta-analysis of 82 follow-up studies. Ann Oncol. 2014;25:1901–14.CrossRefPubMedPubMedCentral Chan DSM, Vieira AR, Aune D, Bandera EV, Greenwood DC, McTiernan A, et al. Body mass index and survival in women with breast cancer-systematic literature review and meta-analysis of 82 follow-up studies. Ann Oncol. 2014;25:1901–14.CrossRefPubMedPubMedCentral
14.
go back to reference Wu S, Liu J, Wang X, Li M, Gan Y, Tang Y. Association of obesity and overweight with overall survival in colorectal cancer patients: a meta-analysis of 29 studies. Cancer Causes Control. 2014;25:1489–502.CrossRefPubMed Wu S, Liu J, Wang X, Li M, Gan Y, Tang Y. Association of obesity and overweight with overall survival in colorectal cancer patients: a meta-analysis of 29 studies. Cancer Causes Control. 2014;25:1489–502.CrossRefPubMed
15.
go back to reference Protani MM, Nagle CM, Webb PM. Obesity and ovarian cancer survival: a systematic review and meta-analysis. Cancer Prev Res (Phila). 2012;5:901–10.CrossRefPubMed Protani MM, Nagle CM, Webb PM. Obesity and ovarian cancer survival: a systematic review and meta-analysis. Cancer Prev Res (Phila). 2012;5:901–10.CrossRefPubMed
16.
go back to reference Banack H, Stokes A. The ‘obesity paradox’may not be a paradox at all. Int J Obes. 2017;41:1162–3.CrossRef Banack H, Stokes A. The ‘obesity paradox’may not be a paradox at all. Int J Obes. 2017;41:1162–3.CrossRef
17.
go back to reference Gonzalez MC, Pastore CA, Orlandi SP, Heymsfield SB. Obesity paradox in cancer: new insights provided by body composition. Am J Clin Nutr. 2014;99:999–1005.CrossRefPubMed Gonzalez MC, Pastore CA, Orlandi SP, Heymsfield SB. Obesity paradox in cancer: new insights provided by body composition. Am J Clin Nutr. 2014;99:999–1005.CrossRefPubMed
18.
go back to reference Sanchez A, Furberg H. Obesity paradox in patients with non-small cell lung cancer treated with immunotherapy. JAMA Oncol. 2020;6:940–1.CrossRefPubMed Sanchez A, Furberg H. Obesity paradox in patients with non-small cell lung cancer treated with immunotherapy. JAMA Oncol. 2020;6:940–1.CrossRefPubMed
19.
go back to reference Ujvari B, Jacqueline C, Misse D, Amar V, Fitzpatrick JC, Jennings G, et al. Obesity paradox in cancer: is bigger really better? Evol Appl. 2019;12:1092–5.CrossRefPubMedPubMedCentral Ujvari B, Jacqueline C, Misse D, Amar V, Fitzpatrick JC, Jennings G, et al. Obesity paradox in cancer: is bigger really better? Evol Appl. 2019;12:1092–5.CrossRefPubMedPubMedCentral
20.
go back to reference Laird BJ, Fallon M, Hjermstad MJ, Tuck S, Kaasa S, Klepstad P, et al. Quality of life in patients with advanced cancer: differential association with performance status and systemic inflammatory response. J Clin Oncol. 2016;34:2769–75.CrossRefPubMedPubMedCentral Laird BJ, Fallon M, Hjermstad MJ, Tuck S, Kaasa S, Klepstad P, et al. Quality of life in patients with advanced cancer: differential association with performance status and systemic inflammatory response. J Clin Oncol. 2016;34:2769–75.CrossRefPubMedPubMedCentral
21.
go back to reference Abbass T, Dolan RD, Laird BJ, McMillan DC. The relationship between imaging-based body composition analysis and the systemic inflammatory response in patients with cancer: a systematic review. Cancers (Basel). 2019;11:1304.CrossRefPubMedPubMedCentral Abbass T, Dolan RD, Laird BJ, McMillan DC. The relationship between imaging-based body composition analysis and the systemic inflammatory response in patients with cancer: a systematic review. Cancers (Basel). 2019;11:1304.CrossRefPubMedPubMedCentral
22.
go back to reference Xie H, Ruan G, Ge Y, Zhang Q, Zhang H, Lin S, et al. Inflammatory burden as a prognostic biomarker for cancer. Clin Nutr. 2022;41:1236–43.CrossRefPubMed Xie H, Ruan G, Ge Y, Zhang Q, Zhang H, Lin S, et al. Inflammatory burden as a prognostic biomarker for cancer. Clin Nutr. 2022;41:1236–43.CrossRefPubMed
23.
go back to reference Li X, Hu C, Zhang Q, Wang K, Li W, Xu H, et al. Cancer cachexia statistics in China. Precis Nutr***//////. 2022;1:10. Li X, Hu C, Zhang Q, Wang K, Li W, Xu H, et al. Cancer cachexia statistics in China. Precis Nutr***//////. 2022;1:10.
24.
go back to reference Lv Y, Mao C, Gao X, Ji JS, Kraus VB, Yin Z, et al. The obesity paradox is mostly driven by decreased noncardiovascular disease mortality in the oldest old in China: a 20-year prospective cohort study. Nat Aging. 2022;2:389–96.CrossRefPubMed Lv Y, Mao C, Gao X, Ji JS, Kraus VB, Yin Z, et al. The obesity paradox is mostly driven by decreased noncardiovascular disease mortality in the oldest old in China: a 20-year prospective cohort study. Nat Aging. 2022;2:389–96.CrossRefPubMed
25.
go back to reference Evans DC, Corkins MR, Malone A, Miller S, Mogensen KM, Guenter P, et al. The use of visceral proteins as nutrition markers: an ASPEN position paper. Nutr Clin Pract. 2021;36:22–8.CrossRefPubMed Evans DC, Corkins MR, Malone A, Miller S, Mogensen KM, Guenter P, et al. The use of visceral proteins as nutrition markers: an ASPEN position paper. Nutr Clin Pract. 2021;36:22–8.CrossRefPubMed
26.
go back to reference Li S, Wang Z, Huang J, Fan J, Du H, Liu L, et al. Systematic review of prognostic roles of body mass index for patients undergoing lung cancer surgery: does the “obesity paradox” really exist? Eur J Cardiothorac Surg. 2017;51:817–28.PubMed Li S, Wang Z, Huang J, Fan J, Du H, Liu L, et al. Systematic review of prognostic roles of body mass index for patients undergoing lung cancer surgery: does the “obesity paradox” really exist? Eur J Cardiothorac Surg. 2017;51:817–28.PubMed
27.
go back to reference Aune D, Sen A, Prasad M, Norat T, Janszky I, Tonstad S, et al. BMI and all cause mortality: systematic review and non-linear dose-response meta-analysis of 230 cohort studies with 37.4 million deaths among 30.3 million participants. BMJ. 2016;353:2156.CrossRef Aune D, Sen A, Prasad M, Norat T, Janszky I, Tonstad S, et al. BMI and all cause mortality: systematic review and non-linear dose-response meta-analysis of 230 cohort studies with 37.4 million deaths among 30.3 million participants. BMJ. 2016;353:2156.CrossRef
29.
go back to reference Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K. Body fatness and cancer-viewpoint of the IARC working group. N Engl J Med. 2016;375:794–8.CrossRefPubMedPubMedCentral Lauby-Secretan B, Scoccianti C, Loomis D, Grosse Y, Bianchini F, Straif K. Body fatness and cancer-viewpoint of the IARC working group. N Engl J Med. 2016;375:794–8.CrossRefPubMedPubMedCentral
30.
go back to reference Marengo A, Rosso C, Bugianesi E. Liver cancer: connections with obesity, fatty liver, and cirrhosis. Annu Rev Med. 2016;67:103–17.CrossRefPubMed Marengo A, Rosso C, Bugianesi E. Liver cancer: connections with obesity, fatty liver, and cirrhosis. Annu Rev Med. 2016;67:103–17.CrossRefPubMed
31.
go back to reference Sohn W, Lee HW, Lee S, Lim JH, Lee MW, Park CH, et al. Obesity and the risk of primary liver cancer: a systematic review and meta-analysis. Clin Mol Hepatol. 2021;27:157–74.CrossRefPubMed Sohn W, Lee HW, Lee S, Lim JH, Lee MW, Park CH, et al. Obesity and the risk of primary liver cancer: a systematic review and meta-analysis. Clin Mol Hepatol. 2021;27:157–74.CrossRefPubMed
32.
go back to reference Wang Z, Kim SY, Tu W, Kim J, Xu A, Yang YM, et al. Extracellular vesicles in fatty liver promote a metastatic tumor microenvironment. Cell Metab. 2023;35:1209-1226.e13.CrossRefPubMed Wang Z, Kim SY, Tu W, Kim J, Xu A, Yang YM, et al. Extracellular vesicles in fatty liver promote a metastatic tumor microenvironment. Cell Metab. 2023;35:1209-1226.e13.CrossRefPubMed
Metadata
Title
Association of systemic inflammation with the obesity paradox in cancer: results from multi-cohort studies
Authors
Hailun Xie
Lishuang Wei
Heyang Zhang
Guotian Ruan
Xiaoyue Liu
Shiqi Lin
Jinyu Shi
Chenan Liu
Xin Zheng
Yue Chen
Hanping Shi
Publication date
12-12-2023
Publisher
Springer International Publishing
Published in
Inflammation Research / Issue 2/2024
Print ISSN: 1023-3830
Electronic ISSN: 1420-908X
DOI
https://doi.org/10.1007/s00011-023-01832-x

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