Skip to main content
Top
Published in: BMC Cancer 1/2023

Open Access 01-12-2023 | Prostate Cancer | Research

Metabolic syndrome and its components predict the biochemical recurrence and adverse pathological features of patients following radical prostatectomy: a propensity score matching study

Authors: Zenan Liu, Xuehua Zhu, Jide He, Jian Lu

Published in: BMC Cancer | Issue 1/2023

Login to get access

Abstract

Background

To investigate the predictive value of metabolic syndrome (MetS) and its components in biochemical recurrence (BCR) and adverse pathological features of patients with prostate cancer (PCa) after radical prostatectomy (RP).

Methods

A total of 525 PCa patients who underwent RP between 2010 and 2019 at Peking University Third Hospital were analyzed retrospectively. The Kaplan–Meier method was performed to assess BCR-free survival (BCRFS). Univariate and multivariate Cox regression models and multivariate logistic regression models were conducted to identify the predictive factors of BCRFS and adverse pathological features respectively before and after propensity score matching (PSM).

Results

Enrolled patients were allocated into MetS group (n = 136) and non-MetS group (n = 389) according to the presence or absence of MetS, and 127 new matched pairs were identified to balance the baseline characteristics after 1:1 PSM. In propensity matched patients, the Kaplan–Meier analysis revealed that MetS (P = 0.020), hyperglycemia (P = 0.015) and hypertriglyceridemia (P = 0.001) were significantly associated with worse BCRFS; the results of multivariate Cox analyses showed that hyperglycemia (P = 0.040), hypertriglyceridemia (P = 0.017), percentage of positive biopsy cores (P = 0.041) and prostate specific antigen (P = 0.019) were identified as independent prognostic factors for BCRFS. In addition, hypertriglyceridemia was independently associated with non-organ confined disease (NOCD) (P = 0.010), extra-capsular extension (ECE) (P = 0.010) and upgrading (P = 0.017) in the multivariate logistic analyses.

Conclusions

Hyperglycemia and hypertriglyceridemia are the two effective MetS components both identified as independent risk factors for worse BCRFS after RP, while hypertriglyceridemia was independently associated with NOCD, ECE and upgrading as well.
Appendix
Available only for authorised users
Literature
1.
go back to reference Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2022. CA Cancer J Clin. 2022;72(1):7–33.CrossRef Siegel RL, Miller KD, Fuchs HE, Jemal A. Cancer statistics, 2022. CA Cancer J Clin. 2022;72(1):7–33.CrossRef
2.
go back to reference Zheng R, Zhang S, Zeng H, Wang S, Sun K, Chen R, et al. Cancer incidence and mortality in China, 2016. Journal of the National Cancer Center. 2022. Zheng R, Zhang S, Zeng H, Wang S, Sun K, Chen R, et al. Cancer incidence and mortality in China, 2016. Journal of the National Cancer Center. 2022.
3.
go back to reference Cao W, Chen HD, Yu YW, Li N, Chen WQ. Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020. Chin Med J (Engl). 2021;134(7):783–91.CrossRef Cao W, Chen HD, Yu YW, Li N, Chen WQ. Changing profiles of cancer burden worldwide and in China: a secondary analysis of the global cancer statistics 2020. Chin Med J (Engl). 2021;134(7):783–91.CrossRef
4.
go back to reference Chodak G. Prostate cancer: epidemiology, screening, and biomarkers. Rev Urol. 2006; 8 Suppl 2(Suppl 2): S3–8. Chodak G. Prostate cancer: epidemiology, screening, and biomarkers. Rev Urol. 2006; 8 Suppl 2(Suppl 2): S3–8.
6.
go back to reference Van den Broeck T, van den Bergh RCN, Arfi N, Gross T, Moris L, Briers E, et al. Prognostic value of biochemical recurrence following treatment with curative intent for prostate cancer: a systematic review. Eur Urol. 2019;75(6):967–87.CrossRef Van den Broeck T, van den Bergh RCN, Arfi N, Gross T, Moris L, Briers E, et al. Prognostic value of biochemical recurrence following treatment with curative intent for prostate cancer: a systematic review. Eur Urol. 2019;75(6):967–87.CrossRef
7.
go back to reference Rajan P, Hagman A, Sooriakumaran P, Nyberg T, Wallerstedt A, Adding C, et al. Oncologic outcomes after robot-assisted radical prostatectomy: a large European single-centre cohort with median 10-year follow-up. Eur Urol Focus. 2018;4(3):351–9.CrossRef Rajan P, Hagman A, Sooriakumaran P, Nyberg T, Wallerstedt A, Adding C, et al. Oncologic outcomes after robot-assisted radical prostatectomy: a large European single-centre cohort with median 10-year follow-up. Eur Urol Focus. 2018;4(3):351–9.CrossRef
8.
go back to reference Pisansky TM, Thompson IM, Valicenti RK, D’Amico AV, Selvarajah S. Adjuvant and salvage radiotherapy after prostatectomy: ASTRO/AUA Guideline Amendment 2018–2019. J Urol. 2019;202(3):533–8. Pisansky TM, Thompson IM, Valicenti RK, D’Amico AV, Selvarajah S. Adjuvant and salvage radiotherapy after prostatectomy: ASTRO/AUA Guideline Amendment 2018–2019. J Urol. 2019;202(3):533–8.
9.
go back to reference Cooperberg MR, Hilton JF, Carroll PR. The CAPRA-S score: a straightforward tool for improved prediction of outcomes after radical prostatectomy. Cancer. 2011;117(22):5039–46.CrossRef Cooperberg MR, Hilton JF, Carroll PR. The CAPRA-S score: a straightforward tool for improved prediction of outcomes after radical prostatectomy. Cancer. 2011;117(22):5039–46.CrossRef
10.
go back to reference Kassi E, Pervanidou P, Kaltsas G, Chrousos G. Metabolic syndrome: definitions and controversies. BMC Med. 2011;9:48.CrossRef Kassi E, Pervanidou P, Kaltsas G, Chrousos G. Metabolic syndrome: definitions and controversies. BMC Med. 2011;9:48.CrossRef
11.
go back to reference Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, et al. Harmonizing the metabolic syndrome: a joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity. Circulation. 2009;120(16):1640–5.CrossRef Alberti KG, Eckel RH, Grundy SM, Zimmet PZ, Cleeman JI, Donato KA, et al. Harmonizing the metabolic syndrome: a joint interim statement of the international diabetes federation task force on epidemiology and prevention; national heart, lung, and blood institute; American heart association; world heart federation; international atherosclerosis society; and international association for the study of obesity. Circulation. 2009;120(16):1640–5.CrossRef
12.
go back to reference Bhindi B, Locke J, Alibhai SMH, Kulkarni GS, Margel DS, Hamilton RJ, et al. Dissecting the association between metabolic syndrome and prostate cancer risk: analysis of a large clinical cohort. Eur Urol. 2015;67(1):64–70.CrossRef Bhindi B, Locke J, Alibhai SMH, Kulkarni GS, Margel DS, Hamilton RJ, et al. Dissecting the association between metabolic syndrome and prostate cancer risk: analysis of a large clinical cohort. Eur Urol. 2015;67(1):64–70.CrossRef
13.
go back to reference Morote J, Ropero J, Planas J, Bastarós JM, Delgado G, Placer J, et al. Metabolic syndrome increases the risk of aggressive prostate cancer detection. BJU Int. 2013;111(7):1031–6.CrossRef Morote J, Ropero J, Planas J, Bastarós JM, Delgado G, Placer J, et al. Metabolic syndrome increases the risk of aggressive prostate cancer detection. BJU Int. 2013;111(7):1031–6.CrossRef
14.
go back to reference Campi R, Brookman-May SD, Subiela Henríquez JD, Akdoğan B, Brausi M, Klatte T, et al. Impact of metabolic diseases, drugs, and dietary factors on prostate cancer risk, recurrence, and survival: a systematic review by the European association of urology section of oncological urology. Eur Urol Focus. 2019;5(6):1029–57.CrossRef Campi R, Brookman-May SD, Subiela Henríquez JD, Akdoğan B, Brausi M, Klatte T, et al. Impact of metabolic diseases, drugs, and dietary factors on prostate cancer risk, recurrence, and survival: a systematic review by the European association of urology section of oncological urology. Eur Urol Focus. 2019;5(6):1029–57.CrossRef
15.
go back to reference Shiota M, Yokomizo A, Takeuchi A, Imada K, Kiyoshima K, Inokuchi J, et al. The feature of metabolic syndrome is a risk factor for biochemical recurrence after radical prostatectomy. J Surg Oncol. 2014;110(4):476–81.CrossRef Shiota M, Yokomizo A, Takeuchi A, Imada K, Kiyoshima K, Inokuchi J, et al. The feature of metabolic syndrome is a risk factor for biochemical recurrence after radical prostatectomy. J Surg Oncol. 2014;110(4):476–81.CrossRef
16.
go back to reference Zhang GM, Zhu Y, Dong DH, Han CT, Gu CY, Gu WJ, et al. The association between metabolic syndrome and advanced prostate cancer in Chinese patients receiving radical prostatectomy. Asian J Androl. 2015;17(5):839–44. Zhang GM, Zhu Y, Dong DH, Han CT, Gu CY, Gu WJ, et al. The association between metabolic syndrome and advanced prostate cancer in Chinese patients receiving radical prostatectomy. Asian J Androl. 2015;17(5):839–44.
17.
go back to reference Lefebvre F, Blanchet-Deverly A, Michineau L, Blanchet P, Multigner L, Brureau L. Metabolic syndrome and prostate cancer in Afro-Caribbean men. Prostate. 2022;82(3):359–65.CrossRef Lefebvre F, Blanchet-Deverly A, Michineau L, Blanchet P, Multigner L, Brureau L. Metabolic syndrome and prostate cancer in Afro-Caribbean men. Prostate. 2022;82(3):359–65.CrossRef
18.
go back to reference Eble JN, Sauter G, Epstein JI. Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs. IARC Press. 2004; 1–353. Eble JN, Sauter G, Epstein JI. Pathology and Genetics of Tumours of the Urinary System and Male Genital Organs. IARC Press. 2004; 1–353.
19.
go back to reference Edge SB, Byrd DR, Compton CC. AJCC Cancer Staging Manual. 7th ed. Springer; 2010. Edge SB, Byrd DR, Compton CC. AJCC Cancer Staging Manual. 7th ed. Springer; 2010.
20.
go back to reference Epstein JI, Zelefsky MJ, Sjoberg DD, Nelson JB, Egevad L, Magi-Galluzzi C, et al. A contemporary prostate cancer grading system: a validated alternative to the gleason score. Eur Urol. 2016;69(3):428–35.CrossRef Epstein JI, Zelefsky MJ, Sjoberg DD, Nelson JB, Egevad L, Magi-Galluzzi C, et al. A contemporary prostate cancer grading system: a validated alternative to the gleason score. Eur Urol. 2016;69(3):428–35.CrossRef
21.
go back to reference Group Cmadsmss. Chinese Medical Association Diabetes Society Recommendations for Metabolic Syndrome. Chin J Diabetes. 2004;12(3):156–61. Group Cmadsmss. Chinese Medical Association Diabetes Society Recommendations for Metabolic Syndrome. Chin J Diabetes. 2004;12(3):156–61.
22.
go back to reference Cookson MS, Aus G, Burnett AL, Canby-Hagino ED, D’Amico AV, Dmochowski RR, et al. Variation in the definition of biochemical recurrence in patients treated for localized prostate cancer: the American urological association prostate guidelines for localized prostate cancer update panel report and recommendations for a standard in the reporting of surgical outcomes. J Urol. 2007;177(2):540–5. Cookson MS, Aus G, Burnett AL, Canby-Hagino ED, D’Amico AV, Dmochowski RR, et al. Variation in the definition of biochemical recurrence in patients treated for localized prostate cancer: the American urological association prostate guidelines for localized prostate cancer update panel report and recommendations for a standard in the reporting of surgical outcomes. J Urol. 2007;177(2):540–5.
23.
go back to reference Zheng X, Qiu S, Liao X, Han X, Jin K, Yang L, et al. The accumulation of metabolic syndrome components is associated with higher risk of positive surgical margin among patients with localized prostate cancer after radical prostatectomy. Onco Targets Ther. 2019;12:1613–20.CrossRef Zheng X, Qiu S, Liao X, Han X, Jin K, Yang L, et al. The accumulation of metabolic syndrome components is associated with higher risk of positive surgical margin among patients with localized prostate cancer after radical prostatectomy. Onco Targets Ther. 2019;12:1613–20.CrossRef
24.
go back to reference De Nunzio C, Simone G, Brassetti A, Mastroianni R, Collura D, Muto G, et al. Metabolic syndrome is associated with advanced prostate cancer in patients treated with radical retropubic prostatectomy: results from a multicentre prospective study. BMC Cancer. 2016;16:407.CrossRef De Nunzio C, Simone G, Brassetti A, Mastroianni R, Collura D, Muto G, et al. Metabolic syndrome is associated with advanced prostate cancer in patients treated with radical retropubic prostatectomy: results from a multicentre prospective study. BMC Cancer. 2016;16:407.CrossRef
25.
go back to reference Castillejos-Molina R, Rodríguez-Covarrubias F, Sotomayor M, Gómez-Alvarado MO, Villalobos-Gollás M, Gabilondo F, et al. Impact of metabolic syndrome on biochemical recurrence of prostate cancer after radical prostatectomy. Urol Int. 2011;87(3):270–5.CrossRef Castillejos-Molina R, Rodríguez-Covarrubias F, Sotomayor M, Gómez-Alvarado MO, Villalobos-Gollás M, Gabilondo F, et al. Impact of metabolic syndrome on biochemical recurrence of prostate cancer after radical prostatectomy. Urol Int. 2011;87(3):270–5.CrossRef
26.
go back to reference Hsing AW, Tsao L, Devesa SS. International trends and patterns of prostate cancer incidence and mortality. Int J Cancer. 2000;85(1):60–7.CrossRef Hsing AW, Tsao L, Devesa SS. International trends and patterns of prostate cancer incidence and mortality. Int J Cancer. 2000;85(1):60–7.CrossRef
27.
go back to reference Mozumdar A, Liguori G. Persistent increase of prevalence of metabolic syndrome among U.S. adults: NHANES III to NHANES 1999–2006. Diabetes Care. 2011; 34(1): 216–9. Mozumdar A, Liguori G. Persistent increase of prevalence of metabolic syndrome among U.S. adults: NHANES III to NHANES 1999–2006. Diabetes Care. 2011; 34(1): 216–9.
28.
go back to reference Hoeben A, Landuyt B, Highley MS, Wildiers H, Van Oosterom AT, De Bruijn EA. Vascular endothelial growth factor and angiogenesis. Pharmacol Rev. 2004;56(4):549–80.CrossRef Hoeben A, Landuyt B, Highley MS, Wildiers H, Van Oosterom AT, De Bruijn EA. Vascular endothelial growth factor and angiogenesis. Pharmacol Rev. 2004;56(4):549–80.CrossRef
29.
go back to reference Saglam K, Aydur E, Yilmaz M, Göktaş S. Leptin influences cellular differentiation and progression in prostate cancer. J Urol. 2003;169(4):1308–11.CrossRef Saglam K, Aydur E, Yilmaz M, Göktaş S. Leptin influences cellular differentiation and progression in prostate cancer. J Urol. 2003;169(4):1308–11.CrossRef
30.
go back to reference Sousa AP, Costa R, Alves MG, Soares R, Baylina P, Fernandes R. The impact of metabolic syndrome and type 2 diabetes Mellitus on prostate cancer. Front Cell Dev Biol. 2022;10: 843458.CrossRef Sousa AP, Costa R, Alves MG, Soares R, Baylina P, Fernandes R. The impact of metabolic syndrome and type 2 diabetes Mellitus on prostate cancer. Front Cell Dev Biol. 2022;10: 843458.CrossRef
31.
go back to reference McGrowder DA, Jackson LA, Crawford TV. Prostate cancer and metabolic syndrome: is there a link? Asian Pac J Cancer Prev. 2012;13(1):1–13.CrossRef McGrowder DA, Jackson LA, Crawford TV. Prostate cancer and metabolic syndrome: is there a link? Asian Pac J Cancer Prev. 2012;13(1):1–13.CrossRef
32.
go back to reference Xu X, Li Q, Chang C, Wang X, Xie L. Metabolic syndrome is not associated with prostate cancer recurrence: a retrospective analysis of a Chinese cohort. Front Oncol. 2020;10:63.CrossRef Xu X, Li Q, Chang C, Wang X, Xie L. Metabolic syndrome is not associated with prostate cancer recurrence: a retrospective analysis of a Chinese cohort. Front Oncol. 2020;10:63.CrossRef
33.
go back to reference Morlacco A, Dal Moro F, Rangel LJ, Carlson RE, Schulte PJ, Jeffrey KR. Impact of metabolic syndrome on oncologic outcomes at radical prostatectomy. Urol Oncol. 2018;36(12):528.e1-528.e6.CrossRef Morlacco A, Dal Moro F, Rangel LJ, Carlson RE, Schulte PJ, Jeffrey KR. Impact of metabolic syndrome on oncologic outcomes at radical prostatectomy. Urol Oncol. 2018;36(12):528.e1-528.e6.CrossRef
34.
go back to reference Beebe-Dimmer JL, Nock NL, Neslund-Dudas C, Rundle A, Bock CH, Tang D, et al. Racial differences in risk of prostate cancer associated with metabolic syndrome. Urology. 2009;74(1):185–90.CrossRef Beebe-Dimmer JL, Nock NL, Neslund-Dudas C, Rundle A, Bock CH, Tang D, et al. Racial differences in risk of prostate cancer associated with metabolic syndrome. Urology. 2009;74(1):185–90.CrossRef
35.
go back to reference De Nunzio C, Brassetti A, Simone G, Lombardo R, Mastroianni R, Collura D, et al. Metabolic syndrome increases the risk of upgrading and upstaging in patients with prostate cancer on biopsy: a radical prostatectomy multicenter cohort study. Prostate Cancer Prostatic Dis. 2018;21(3):438–45.CrossRef De Nunzio C, Brassetti A, Simone G, Lombardo R, Mastroianni R, Collura D, et al. Metabolic syndrome increases the risk of upgrading and upstaging in patients with prostate cancer on biopsy: a radical prostatectomy multicenter cohort study. Prostate Cancer Prostatic Dis. 2018;21(3):438–45.CrossRef
36.
go back to reference Patel T, Hruby G, Badani K, Abate-Shen C, McKiernan JM. Clinical outcomes after radical prostatectomy in diabetic patients treated with metformin. Urology. 2010;76(5):1240–4.CrossRef Patel T, Hruby G, Badani K, Abate-Shen C, McKiernan JM. Clinical outcomes after radical prostatectomy in diabetic patients treated with metformin. Urology. 2010;76(5):1240–4.CrossRef
37.
go back to reference Wright JL, Plymate SR, Porter MP, Gore JL, Lin DW, Hu E, et al. Hyperglycemia and prostate cancer recurrence in men treated for localized prostate cancer. Prostate Cancer Prostatic Dis. 2013;16(2):204–8.CrossRef Wright JL, Plymate SR, Porter MP, Gore JL, Lin DW, Hu E, et al. Hyperglycemia and prostate cancer recurrence in men treated for localized prostate cancer. Prostate Cancer Prostatic Dis. 2013;16(2):204–8.CrossRef
38.
go back to reference Rieken M, Kluth LA, Xylinas E, Fajkovic H, Becker A, Karakiewicz PI, et al. Association of diabetes mellitus and metformin use with biochemical recurrence in patients treated with radical prostatectomy for prostate cancer. World J Urol. 2014;32(4):999–1005.CrossRef Rieken M, Kluth LA, Xylinas E, Fajkovic H, Becker A, Karakiewicz PI, et al. Association of diabetes mellitus and metformin use with biochemical recurrence in patients treated with radical prostatectomy for prostate cancer. World J Urol. 2014;32(4):999–1005.CrossRef
39.
go back to reference Lee H, Byun SS, Lee SE, Hong SK. Impact of poor glycemic control upon clinical outcomes after radical prostatectomy in localized prostate cancer. Sci Rep. 2021;11(1):12002.CrossRef Lee H, Byun SS, Lee SE, Hong SK. Impact of poor glycemic control upon clinical outcomes after radical prostatectomy in localized prostate cancer. Sci Rep. 2021;11(1):12002.CrossRef
40.
go back to reference Hou CP, Pan PY, Chang PL, Chen CL, Lin YH, Yang PS, et al. The impact of diabetes mellitus on patients receiving robotic assisted radical prostatectomy for prostate cancer. Urological Science. 2016;27(2):S21–S21.CrossRef Hou CP, Pan PY, Chang PL, Chen CL, Lin YH, Yang PS, et al. The impact of diabetes mellitus on patients receiving robotic assisted radical prostatectomy for prostate cancer. Urological Science. 2016;27(2):S21–S21.CrossRef
41.
go back to reference Renehan AG, Zwahlen M, Minder C, O’Dwyer ST, Shalet SM, Egger M. Insulin-like growth factor (IGF)-I, IGF binding protein-3, and cancer risk: systematic review and meta-regression analysis. Lancet. 2004;363(9418):1346–53. Renehan AG, Zwahlen M, Minder C, O’Dwyer ST, Shalet SM, Egger M. Insulin-like growth factor (IGF)-I, IGF binding protein-3, and cancer risk: systematic review and meta-regression analysis. Lancet. 2004;363(9418):1346–53.
42.
go back to reference Grossmann M, Thomas MC, Panagiotopoulos S, Sharpe K, Macisaac RJ, Clarke S, et al. Low testosterone levels are common and associated with insulin resistance in men with diabetes. J Clin Endocrinol Metab. 2008;93(5):1834–40.CrossRef Grossmann M, Thomas MC, Panagiotopoulos S, Sharpe K, Macisaac RJ, Clarke S, et al. Low testosterone levels are common and associated with insulin resistance in men with diabetes. J Clin Endocrinol Metab. 2008;93(5):1834–40.CrossRef
43.
go back to reference Hua Q, Zhu Y, Liu H, Ye X. Diabetes and the risk of biochemical recurrence in patients with treated localized prostate cancer: a meta-analysis. Int Urol Nephrol. 2016;48(9):1437–43.CrossRef Hua Q, Zhu Y, Liu H, Ye X. Diabetes and the risk of biochemical recurrence in patients with treated localized prostate cancer: a meta-analysis. Int Urol Nephrol. 2016;48(9):1437–43.CrossRef
44.
go back to reference Zheng X, Han X, Xu H, Ai J, Yang L, Wei Q. Prognostic value of lipid profiles after radical prostatectomy: a systematic review and meta-analysis. Lipids Health Dis. 2019;18(1):124.CrossRef Zheng X, Han X, Xu H, Ai J, Yang L, Wei Q. Prognostic value of lipid profiles after radical prostatectomy: a systematic review and meta-analysis. Lipids Health Dis. 2019;18(1):124.CrossRef
45.
go back to reference Arthur R, Møller H, Garmo H, Holmberg L, Stattin P, Malmstrom H, et al. Association between baseline serum glucose, triglycerides and total cholesterol, and prostate cancer risk categories. Cancer Med. 2016;5(6):1307–18.CrossRef Arthur R, Møller H, Garmo H, Holmberg L, Stattin P, Malmstrom H, et al. Association between baseline serum glucose, triglycerides and total cholesterol, and prostate cancer risk categories. Cancer Med. 2016;5(6):1307–18.CrossRef
46.
go back to reference Hayashi N, Matsushima M, Yamamoto T, Sasaki H, Takahashi H, Egawa S. The impact of hypertriglyceridemia on prostate cancer development in patients aged ≥60 years. BJU Int. 2012;109(4):515–9.CrossRef Hayashi N, Matsushima M, Yamamoto T, Sasaki H, Takahashi H, Egawa S. The impact of hypertriglyceridemia on prostate cancer development in patients aged ≥60 years. BJU Int. 2012;109(4):515–9.CrossRef
47.
go back to reference McCubrey JA, Steelman LS, Chappell WH, Abrams SL, Wong EW, Chang F, et al. Roles of the Raf/MEK/ERK pathway in cell growth, malignant transformation and drug resistance. Biochim Biophys Acta. 2007;1773(8):1263–84.CrossRef McCubrey JA, Steelman LS, Chappell WH, Abrams SL, Wong EW, Chang F, et al. Roles of the Raf/MEK/ERK pathway in cell growth, malignant transformation and drug resistance. Biochim Biophys Acta. 2007;1773(8):1263–84.CrossRef
48.
go back to reference Kang M, Jeong CW, Ku JH, Kwak C, Kim HH. Hypertriglyceridemia is a potential preoperative predictor for biochemical recurrence after radical prostatectomy. PLoS ONE. 2015;10(3): e0122438.CrossRef Kang M, Jeong CW, Ku JH, Kwak C, Kim HH. Hypertriglyceridemia is a potential preoperative predictor for biochemical recurrence after radical prostatectomy. PLoS ONE. 2015;10(3): e0122438.CrossRef
49.
go back to reference Solomon KR, Freeman MR. The complex interplay between cholesterol and prostate malignancy. Urol Clin North Am. 2011;38(3):243–59.CrossRef Solomon KR, Freeman MR. The complex interplay between cholesterol and prostate malignancy. Urol Clin North Am. 2011;38(3):243–59.CrossRef
50.
go back to reference Dickerman BA, Torfadottir JE, Valdimarsdottir UA, Giovannucci E, Wilson KM, Aspelund T, et al. Body fat distribution on computed tomography imaging and prostate cancer risk and mortality in the AGES-Reykjavik study. Cancer. 2019;125(16):2877–85. Dickerman BA, Torfadottir JE, Valdimarsdottir UA, Giovannucci E, Wilson KM, Aspelund T, et al. Body fat distribution on computed tomography imaging and prostate cancer risk and mortality in the AGES-Reykjavik study. Cancer. 2019;125(16):2877–85.
51.
go back to reference Freedland SJ, Branche BL, Howard LE, Hamilton RJ, Aronson WJ, Terris MK, et al. Obesity, risk of biochemical recurrence, and prostate-specific antigen doubling time after radical prostatectomy: results from the SEARCH database. BJU Int. 2019;124(1):69–75.CrossRef Freedland SJ, Branche BL, Howard LE, Hamilton RJ, Aronson WJ, Terris MK, et al. Obesity, risk of biochemical recurrence, and prostate-specific antigen doubling time after radical prostatectomy: results from the SEARCH database. BJU Int. 2019;124(1):69–75.CrossRef
52.
go back to reference Ho T, Gerber L, Aronson WJ, Terris MK, Presti JC, Kane CJ, et al. Obesity, prostate-specific antigen nadir, and biochemical recurrence after radical prostatectomy: biology or technique? Results from the SEARCH database. Eur Urol. 2012;62(5):910–6.CrossRef Ho T, Gerber L, Aronson WJ, Terris MK, Presti JC, Kane CJ, et al. Obesity, prostate-specific antigen nadir, and biochemical recurrence after radical prostatectomy: biology or technique? Results from the SEARCH database. Eur Urol. 2012;62(5):910–6.CrossRef
53.
go back to reference Leal-García M, Canto P, Cárdenas-Cárdenas E, Feria-Bernal G, García-García E, Méndez JP. Overweight and obesity in men with prostate cancer do not constitute risk factors for biochemical recurrence. Aging Male. 2020;23(5):1283–8.CrossRef Leal-García M, Canto P, Cárdenas-Cárdenas E, Feria-Bernal G, García-García E, Méndez JP. Overweight and obesity in men with prostate cancer do not constitute risk factors for biochemical recurrence. Aging Male. 2020;23(5):1283–8.CrossRef
54.
go back to reference Ohwaki K, Endo F, Hattori K. Abdominal obesity, hypertension, antihypertensive medication use and biochemical recurrence of prostate cancer after radical prostatectomy. Eur J Cancer. 2015;51(5):604–9.CrossRef Ohwaki K, Endo F, Hattori K. Abdominal obesity, hypertension, antihypertensive medication use and biochemical recurrence of prostate cancer after radical prostatectomy. Eur J Cancer. 2015;51(5):604–9.CrossRef
55.
go back to reference Tomaszewski JJ, Chen YF, Bertolet M, Ristau BT, Woldemichael E, Nelson JB. Obesity is not associated with aggressive pathologic features or biochemical recurrence after radical prostatectomy. Urology. 2013;81(5):992–6.CrossRef Tomaszewski JJ, Chen YF, Bertolet M, Ristau BT, Woldemichael E, Nelson JB. Obesity is not associated with aggressive pathologic features or biochemical recurrence after radical prostatectomy. Urology. 2013;81(5):992–6.CrossRef
56.
go back to reference Freedland SJ, Grubb KA, Yiu SK, Nielsen ME, Mangold LA, Isaacs WB, et al. Obesity and capsular incision at the time of open retropubic radical prostatectomy. J Urol. 2005; 174(5): 1798–801; discussion 1801. Freedland SJ, Grubb KA, Yiu SK, Nielsen ME, Mangold LA, Isaacs WB, et al. Obesity and capsular incision at the time of open retropubic radical prostatectomy. J Urol. 2005; 174(5): 1798–801; discussion 1801.
57.
go back to reference Freedland SJ, Aronson WJ, Kane CJ, Presti JC Jr, Amling CL, Elashoff D, et al. Impact of obesity on biochemical control after radical prostatectomy for clinically localized prostate cancer: a report by the Shared Equal Access Regional Cancer Hospital database study group. J Clin Oncol. 2004;22(3):446–53.CrossRef Freedland SJ, Aronson WJ, Kane CJ, Presti JC Jr, Amling CL, Elashoff D, et al. Impact of obesity on biochemical control after radical prostatectomy for clinically localized prostate cancer: a report by the Shared Equal Access Regional Cancer Hospital database study group. J Clin Oncol. 2004;22(3):446–53.CrossRef
58.
go back to reference Ward JF, Slezak JM, Blute ML, Bergstralh EJ, Zincke H. Radical prostatectomy for clinically advanced (cT3) prostate cancer since the advent of prostate-specific antigen testing: 15-year outcome. BJU Int. 2005;95(6):751–6.CrossRef Ward JF, Slezak JM, Blute ML, Bergstralh EJ, Zincke H. Radical prostatectomy for clinically advanced (cT3) prostate cancer since the advent of prostate-specific antigen testing: 15-year outcome. BJU Int. 2005;95(6):751–6.CrossRef
59.
go back to reference Riondino S, Roselli M, Palmirotta R, Della-Morte D, Ferroni P, Guadagni F. Obesity and colorectal cancer: role of adipokines in tumor initiation and progression. World J Gastroenterol. 2014;20(18):5177–90.CrossRef Riondino S, Roselli M, Palmirotta R, Della-Morte D, Ferroni P, Guadagni F. Obesity and colorectal cancer: role of adipokines in tumor initiation and progression. World J Gastroenterol. 2014;20(18):5177–90.CrossRef
Metadata
Title
Metabolic syndrome and its components predict the biochemical recurrence and adverse pathological features of patients following radical prostatectomy: a propensity score matching study
Authors
Zenan Liu
Xuehua Zhu
Jide He
Jian Lu
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/s12885-023-10507-z

Other articles of this Issue 1/2023

BMC Cancer 1/2023 Go to the issue
Webinar | 19-02-2024 | 17:30 (CET)

Keynote webinar | Spotlight on antibody–drug conjugates in cancer

Antibody–drug conjugates (ADCs) are novel agents that have shown promise across multiple tumor types. Explore the current landscape of ADCs in breast and lung cancer with our experts, and gain insights into the mechanism of action, key clinical trials data, existing challenges, and future directions.

Dr. Véronique Diéras
Prof. Fabrice Barlesi
Developed by: Springer Medicine