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27.01.2022 | Original Article

A scoring model predicting overall survival for hepatocellular carcinoma patients who receive surgery and chemotherapy

verfasst von: Jie Jian, Yuan Nie, Chenkai Huang, Sizhe Wan, Xuan Zhu

Erschienen in: Indian Journal of Surgery | Sonderheft 2/2022

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Abstract

Surgery is the most effective way to cure hepatocellular carcinoma, and chemotherapy is the basic adjuvant treatment. For hepatocellular carcinoma patients who receive surgery and chemotherapy, survival prognostic criteria for predicting overall survival has not been established. We were planning to establish a survival prognostic scoring model for hepatocellular carcinoma patients undergoing surgery and chemotherapy.
Hepatocellular carcinoma patients who had received surgery and chemotherapy were identified from the Surveillance, Epidemiology, and End Results database and randomly divided into training group and validation group. A prognostic scoring model was constructed by the training group, and the predictive accuracy of it was validated by the validation group.
A prognostic scoring model was established including age, race, grade, summary stage, radiotherapy status, and AJCC stage. The area under the ROC curves for 1-, 3-, and 5-year survival probabilities were 0.795 (95% CI [0.755–0.832]), 0.767 (95% CI [0.725–0.805]), and 0.750 (95% CI [0.707–0.789]) in the training group, respectively, and 0.781 (95% CI [0.740–0.819]), 0.761 (95% CI [0.719–0.800]), and 0.737 (95% CI [0.693–0.777]) in the validation group, respectively. The survival of the high-risk group was significantly lower than that of the mid-risk and low-risk groups in the training and validation groups according to the scoring model.
The constructed scoring model provides reliable and accurate overall survival prediction and a reference for clinicians performing clinical decision-making for hepatocellular carcinoma patients who receive surgery and chemotherapy in the general population.
Literatur
1.
Zurück zum Zitat Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68(6):394–424CrossRef Bray F, Ferlay J, Soerjomataram I, Siegel RL, Torre LA, Jemal A (2018) Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries. CA Cancer J Clin 68(6):394–424CrossRef
2.
Zurück zum Zitat Rhu J, Kim JM, Choi GS, Kwon CHD, Joh JW (2018) Continuing five or more locoregional therapies before living donor salvage liver transplantation for hepatocellular carcinoma is related to poor recurrence-free survival. Ann Surg Treat Res 95(3):152–160CrossRef Rhu J, Kim JM, Choi GS, Kwon CHD, Joh JW (2018) Continuing five or more locoregional therapies before living donor salvage liver transplantation for hepatocellular carcinoma is related to poor recurrence-free survival. Ann Surg Treat Res 95(3):152–160CrossRef
3.
Zurück zum Zitat Anderson TN, Zarrinpar A (2018) Hepatocyte transplantation: past efforts, current technology, and future expansion of therapeutic potential. J Surg Res 226:48–55CrossRef Anderson TN, Zarrinpar A (2018) Hepatocyte transplantation: past efforts, current technology, and future expansion of therapeutic potential. J Surg Res 226:48–55CrossRef
4.
Zurück zum Zitat Liu Z, Jiang Y, Yuan H, Fang Q, Cai N, Suo C (2019) The trends in incidence of primary liver cancer caused by specific etiologies: results from the global burden of disease study 2016 and implications for liver cancer prevention. J Hepatol 70(4):674–683CrossRef Liu Z, Jiang Y, Yuan H, Fang Q, Cai N, Suo C (2019) The trends in incidence of primary liver cancer caused by specific etiologies: results from the global burden of disease study 2016 and implications for liver cancer prevention. J Hepatol 70(4):674–683CrossRef
5.
Zurück zum Zitat Levi Sandri GB, Spoletini G, Vennarecci G, Francone E, Abu Hilal M, Ettorre GM (2018) Laparoscopic liver resection for large HCC: short- and long-term outcomes in relation to tumor size. Surg Endosc 32(12):4772–4779CrossRef Levi Sandri GB, Spoletini G, Vennarecci G, Francone E, Abu Hilal M, Ettorre GM (2018) Laparoscopic liver resection for large HCC: short- and long-term outcomes in relation to tumor size. Surg Endosc 32(12):4772–4779CrossRef
6.
Zurück zum Zitat Kaibori M, Kon M, Kitawaki T, Kawaura T, Hasegawa K, Kokudo N (2017) Comparison of anatomic and non-anatomic hepatic resection for hepatocellular carcinoma. J Hepatobiliary Pancreat Sci 24(11):616–626CrossRef Kaibori M, Kon M, Kitawaki T, Kawaura T, Hasegawa K, Kokudo N (2017) Comparison of anatomic and non-anatomic hepatic resection for hepatocellular carcinoma. J Hepatobiliary Pancreat Sci 24(11):616–626CrossRef
7.
Zurück zum Zitat Akateh C, Black SM, Conteh L, Miller ED, Noonan A, Elliott E (2019) Neoadjuvant and adjuvant treatment strategies for hepatocellular carcinoma. World J Gastroenterol 25(28):3704–3721CrossRef Akateh C, Black SM, Conteh L, Miller ED, Noonan A, Elliott E (2019) Neoadjuvant and adjuvant treatment strategies for hepatocellular carcinoma. World J Gastroenterol 25(28):3704–3721CrossRef
8.
Zurück zum Zitat Iasonos A, Schrag D, Raj GV, Panageas KS (2008) How to build and interpret a nomogram for cancer prognosis. J Clin Oncol 26(8):1364–1370CrossRef Iasonos A, Schrag D, Raj GV, Panageas KS (2008) How to build and interpret a nomogram for cancer prognosis. J Clin Oncol 26(8):1364–1370CrossRef
9.
Zurück zum Zitat Roberto M, Botticelli A, Strigari L, Ghidini M, Onesti CE, Ratti M (2018) Prognosis of elderly gastric cancer patients after surgery: a nomogram to predict survival. Med Oncol 35(7):111CrossRef Roberto M, Botticelli A, Strigari L, Ghidini M, Onesti CE, Ratti M (2018) Prognosis of elderly gastric cancer patients after surgery: a nomogram to predict survival. Med Oncol 35(7):111CrossRef
10.
Zurück zum Zitat An C, Wu S, Huang Z, Ni J, Zuo M, Gu Y (2020) A novel nomogram to predict the local tumor progression after microwave ablation in patients with early-stage hepatocellular carcinoma: a tool in prediction of successful ablation. Cancer Med 9(1):104–115CrossRef An C, Wu S, Huang Z, Ni J, Zuo M, Gu Y (2020) A novel nomogram to predict the local tumor progression after microwave ablation in patients with early-stage hepatocellular carcinoma: a tool in prediction of successful ablation. Cancer Med 9(1):104–115CrossRef
11.
Zurück zum Zitat Chen S, Gao Y, Li Z, Jia J, Fang M, Wang M (2018) A nomogram predicting extrahepatic metastases for patients with adjuvant transarterial chemoembolization after hepatectomy. J Cancer 9(22):4223–4233CrossRef Chen S, Gao Y, Li Z, Jia J, Fang M, Wang M (2018) A nomogram predicting extrahepatic metastases for patients with adjuvant transarterial chemoembolization after hepatectomy. J Cancer 9(22):4223–4233CrossRef
12.
Zurück zum Zitat Wan S, Nie Y, Zhu X (2020) Development of a prognostic scoring model for predicting the survival of elderly patients with hepatocellular carcinoma. Peer J 8:e8497CrossRef Wan S, Nie Y, Zhu X (2020) Development of a prognostic scoring model for predicting the survival of elderly patients with hepatocellular carcinoma. Peer J 8:e8497CrossRef
13.
Zurück zum Zitat Diao JD, Wu CJ, Cui HX, Bu MW, Yue D, Wang X (2019) Nomogram predicting overall survival of rectal squamous cell carcinomas patients based on the SEER database: a population-based STROBE cohort study. Med. (Baltimore) 98(46):e17916CrossRef Diao JD, Wu CJ, Cui HX, Bu MW, Yue D, Wang X (2019) Nomogram predicting overall survival of rectal squamous cell carcinomas patients based on the SEER database: a population-based STROBE cohort study. Med. (Baltimore) 98(46):e17916CrossRef
14.
Zurück zum Zitat Ge H, Yan Y, Xie M, Guo L, Tang D (2019) Construction of a nomogram to predict overall survival for patients with M1 stage of colorectal cancer: a retrospective cohort study. Int J Surg 72:96–101CrossRef Ge H, Yan Y, Xie M, Guo L, Tang D (2019) Construction of a nomogram to predict overall survival for patients with M1 stage of colorectal cancer: a retrospective cohort study. Int J Surg 72:96–101CrossRef
15.
Zurück zum Zitat Demler OV, Pencina MJ, D’Agostino RB Sr (2012) Misuse of DeLong test to compare AUCs for nested models. Stat Med 31(23):2577–2587CrossRef Demler OV, Pencina MJ, D’Agostino RB Sr (2012) Misuse of DeLong test to compare AUCs for nested models. Stat Med 31(23):2577–2587CrossRef
16.
Zurück zum Zitat Zhang C, Wu Y, Zhuang H, Li D, Lin Y, Yin Z (2019) Establishment and validation of an AJCC stage- and histologic grade-based nomogram for pancreatic neuroendocrine tumors after surgical resection. Cancer Manag Res 11:7345–7352CrossRef Zhang C, Wu Y, Zhuang H, Li D, Lin Y, Yin Z (2019) Establishment and validation of an AJCC stage- and histologic grade-based nomogram for pancreatic neuroendocrine tumors after surgical resection. Cancer Manag Res 11:7345–7352CrossRef
17.
Zurück zum Zitat Sheng W, Dong M, Wang G, Shi X, Gao W, Wang K (2019) The diversity between curatively resected pancreatic head and body-tail cancers based on the 8th edition of AJCC staging system: a multicenter cohort study. BMC Cancer 19(1):981CrossRef Sheng W, Dong M, Wang G, Shi X, Gao W, Wang K (2019) The diversity between curatively resected pancreatic head and body-tail cancers based on the 8th edition of AJCC staging system: a multicenter cohort study. BMC Cancer 19(1):981CrossRef
18.
Zurück zum Zitat Wang CY, Yang J, Zi H, Zheng ZL, Li BH, Wang Y (2020) Nomogram for predicting the survival of gastric adenocarcinoma patients who receive surgery and chemotherapy. BMC Cancer 20(1):10CrossRef Wang CY, Yang J, Zi H, Zheng ZL, Li BH, Wang Y (2020) Nomogram for predicting the survival of gastric adenocarcinoma patients who receive surgery and chemotherapy. BMC Cancer 20(1):10CrossRef
19.
Zurück zum Zitat Lin H, Li X, Liu Y, Hu Y (2018) Neoadjuvant radiotherapy provided survival benefit compared to adjuvant radiotherapy for hepatocellular carcinoma. ANZ J Surg 88(10):E718–E724CrossRef Lin H, Li X, Liu Y, Hu Y (2018) Neoadjuvant radiotherapy provided survival benefit compared to adjuvant radiotherapy for hepatocellular carcinoma. ANZ J Surg 88(10):E718–E724CrossRef
20.
Zurück zum Zitat Jiang S, Zhao R, Li Y, Han X, Liu Z, Ge W (2018) Prognosis and nomogram for predicting postoperative survival of duodenal adenocarcinoma: a retrospective study in China and the SEER database. Sci Rep 8(1):7940CrossRef Jiang S, Zhao R, Li Y, Han X, Liu Z, Ge W (2018) Prognosis and nomogram for predicting postoperative survival of duodenal adenocarcinoma: a retrospective study in China and the SEER database. Sci Rep 8(1):7940CrossRef
21.
Zurück zum Zitat Ha J, Yan M, Aguilar M, Bhuket T, Tana MM, Liu B (2016) Race/ethnicity-specific disparities in cancer incidence, burden of disease, and overall survival among patients with hepatocellular carcinoma in the United States. Cancer 122(16):2512–2523CrossRef Ha J, Yan M, Aguilar M, Bhuket T, Tana MM, Liu B (2016) Race/ethnicity-specific disparities in cancer incidence, burden of disease, and overall survival among patients with hepatocellular carcinoma in the United States. Cancer 122(16):2512–2523CrossRef
22.
Zurück zum Zitat Zhai S, Huo Z, Ying X, Jin J, Wang Y, Lu X (2020) A nomogram for individual prediction of poor prognosis after radical surgery in patients with primary pancreatic duct adenocarcinoma. Med Sci Monit 26:e918882PubMedPubMedCentral Zhai S, Huo Z, Ying X, Jin J, Wang Y, Lu X (2020) A nomogram for individual prediction of poor prognosis after radical surgery in patients with primary pancreatic duct adenocarcinoma. Med Sci Monit 26:e918882PubMedPubMedCentral
23.
Zurück zum Zitat Shao Y, Xiong S, Sun G, Dou W, Hu X, Yang W (2020) Prognostic analysis of postoperative clinically nonmetastatic renal cell carcinoma. Cancer Med 9(3):959–970CrossRef Shao Y, Xiong S, Sun G, Dou W, Hu X, Yang W (2020) Prognostic analysis of postoperative clinically nonmetastatic renal cell carcinoma. Cancer Med 9(3):959–970CrossRef
24.
Zurück zum Zitat Zhang N, Zhang SW (2019) Long-term effects of radiation prior to surgery and chemotherapy on survival of esophageal cancer undergoing surgery. Medicine (Baltimore) 98(43):e17617CrossRef Zhang N, Zhang SW (2019) Long-term effects of radiation prior to surgery and chemotherapy on survival of esophageal cancer undergoing surgery. Medicine (Baltimore) 98(43):e17617CrossRef
25.
Zurück zum Zitat Li Y, Tang C, Zhao B, Dong F (2020) Redefining the T1 category of the 8th American Joint Committee on Cancer Staging System for intrahepatic cholangiocarcinoma: A SEER database analysis. Oncol Lett 19(1):527–532PubMed Li Y, Tang C, Zhao B, Dong F (2020) Redefining the T1 category of the 8th American Joint Committee on Cancer Staging System for intrahepatic cholangiocarcinoma: A SEER database analysis. Oncol Lett 19(1):527–532PubMed
26.
Zurück zum Zitat Zhou Z, Kinslow CJ, Wang P, Huang B, Cheng SK, Deutsch I (2020) Clear cell adenocarcinoma of the urinary bladder is a glycogen-rich tumor with poorer prognosis. J Clin Med 9(1). pii: E138. Zhou Z, Kinslow CJ, Wang P, Huang B, Cheng SK, Deutsch I (2020) Clear cell adenocarcinoma of the urinary bladder is a glycogen-rich tumor with poorer prognosis. J Clin Med 9(1). pii: E138.
27.
Zurück zum Zitat Kamarajah SK (2018) Fibrosis score impacts survival following resection for hepatocellular carcinoma (HCC): a Surveillance, End Results and Epidemiology (SEER) database analysis. Asian J Surg 41(6):551–561CrossRef Kamarajah SK (2018) Fibrosis score impacts survival following resection for hepatocellular carcinoma (HCC): a Surveillance, End Results and Epidemiology (SEER) database analysis. Asian J Surg 41(6):551–561CrossRef
28.
Zurück zum Zitat Zhang L, Yan L, Niu H, Ma J, Yuan BY, Chen YH (2019) A nomogram to predict prognosis of patients with unresected hepatocellular carcinoma undergoing radiotherapy: a population-based study. J Cancer 10(19):4564–4573CrossRef Zhang L, Yan L, Niu H, Ma J, Yuan BY, Chen YH (2019) A nomogram to predict prognosis of patients with unresected hepatocellular carcinoma undergoing radiotherapy: a population-based study. J Cancer 10(19):4564–4573CrossRef
29.
Zurück zum Zitat Wang Q, Zhao P, He N, Sun JP, Li K, Zang CR (2019) Combination of the gamma-glutamyltransferase-to-prealbumin ratio and other indicators may be a novel marker for predicting the prognosis of patients with hepatocellular carcinoma undergoing locoregional ablative therapies. Infect Agent Cancer 14:49CrossRef Wang Q, Zhao P, He N, Sun JP, Li K, Zang CR (2019) Combination of the gamma-glutamyltransferase-to-prealbumin ratio and other indicators may be a novel marker for predicting the prognosis of patients with hepatocellular carcinoma undergoing locoregional ablative therapies. Infect Agent Cancer 14:49CrossRef
30.
Zurück zum Zitat Fujiwara N, Friedman SL, Goossens N, Hoshida Y (2018) Risk factors and prevention of hepatocellular carcinoma in the era of precision medicine. J Hepatol 68(3):526–549CrossRef Fujiwara N, Friedman SL, Goossens N, Hoshida Y (2018) Risk factors and prevention of hepatocellular carcinoma in the era of precision medicine. J Hepatol 68(3):526–549CrossRef
Metadaten
Titel
A scoring model predicting overall survival for hepatocellular carcinoma patients who receive surgery and chemotherapy
verfasst von
Jie Jian
Yuan Nie
Chenkai Huang
Sizhe Wan
Xuan Zhu
Publikationsdatum
27.01.2022
Verlag
Springer India
Erschienen in
Indian Journal of Surgery / Ausgabe Sonderheft 2/2022
Print ISSN: 0972-2068
Elektronische ISSN: 0973-9793
DOI
https://doi.org/10.1007/s12262-021-03224-z

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