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Imataki H, Miyake H, Nagai H, Yoshioka Y, Takamizawa J, Yuasa N. Sequential changes in conditional survival of patients undergoing curative gastrectomy for gastric cancer. J Gastrointest Surg 2025; 29:101987. [PMID: 39952390 DOI: 10.1016/j.gassur.2025.101987] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/07/2024] [Revised: 01/18/2025] [Accepted: 02/08/2025] [Indexed: 02/17/2025]
Abstract
BACKGROUND Long-term data on the prognosis of patients who survived >5 years after gastrectomy for gastric cancer (GC) remain scarce. This study aimed to investigate sequential changes in conditional survival (CS) in patients with stage I-III GC who underwent R0 gastrectomy. METHODS Of 1129 patients with stage I to III GC who underwent R0 gastrectomy, the causes of death were assessed, and sequential changes in conditional overall survival (cOS), conditional disease-specific survival (cDSS), and conditional non-disease-specific survival (cNDSS) were calculated and compared. In a subgroup of 709 patients who survived >5 years, the associations between cOS, cDSS, cNDSS, and clinicopathologic factors were analyzed. RESULTS Over a median follow-up of 63 months, 203 patients (18.0%) died of GC, and 132 patients (11.7%) died of non-GC causes. The 5-year cDSS consistently increased over 10 years after gastrectomy for stage II and III GC. The cDSS and cNDSS intersected at 7 years after gastrectomy for stage II GC, whereas these measures crossed at 8 years after gastrectomy for stage III GC. In the 709 5-year survivors, multivariate analysis identified disease stage as being significantly associated with cOS and cDSS. Moreover, age ≥ 80 years, male sex, and preoperative comorbidities were associated with lower cNDSS. CONCLUSION Surveillance for GC relapse was crucial during the first 7 and 8 years after gastrectomy for stages II and III, respectively. Conversely, surveillance for second primary cancers and benign diseases became relatively more important 0, 7, and 8 years after gastrectomy for stages I, II, and III, respectively. In 5-year survivors, age ≥ 80 years, male sex, and preoperative comorbidities were associated with mortality unrelated to GC.
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Affiliation(s)
- Hiromitsu Imataki
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Hideo Miyake
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Hidemasa Nagai
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Yuichiro Yoshioka
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Junichi Takamizawa
- Department of Laboratory Medicine, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Norihiro Yuasa
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan; Department of Laboratory Medicine, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan.
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Liang XL, Su YD, Li XB, Fu YB, Ma R, Yang R, Wu HL, Cui YR, Li Y. Prognostic Factors of Long-Term Survival and Conditional Survival Analysis in MPM Patients Treated with CRS+HIPEC: A Retrospective Study of Two Centers. Ann Surg Oncol 2025; 32:2912-2922. [PMID: 39538101 DOI: 10.1245/s10434-024-16485-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVES This study was designed to explore the survival benefit factors of malignant peritoneal mesothelioma (MPM) patients after cytoreductive surgery (CRS) plus hyperthermic intraperitoneal chemotherapy (HIPEC) and to make dynamic survival prediction by conditional survival (CS). METHODS Data of 212 patients with MPM who underwent CRS+HIPEC were retrospectively analyzed. Patients were divided into long-term survival (LTS) group (≥48.0 months) and short-term survival (STS) group (≤16.0 months) according to OS. Conditional survival is the probability of surviving y years after already survived for x years. Univariate and multivariate analyses were performed to explore the favorable factors of LTS. Conditional survival and Kaplan-Meier were applied to assess the postoperative survival probability. RESULTS Ninety patients were enrolled: 53 (58.9%) were LTS, and 37 (41.1%) were STS. Univariate analysis revealed 14 meaningful factors (P < 0.05): age, surgery history, Karnofsky performance status, pathological types, tumor vascular emboli, lymphatic metastasis, Ki-67 index, preoperative CA125 level, peritoneal cancer index (PCI), completeness of cytoreduction, bleeding, red blood cell (RBC) transfusion, ascites, and severe adverse events (SAEs). Multivariate analysis identified that PCI ≤ 20, less RBC transfusion and no SAEs were independent prognostic factors for LTS. Five-year CS increased from 27% at 0 years to 84% at 4 years with the increasing number of survival years. The survival curve flattens at postoperative 5 years. CONCLUSIONS The key factors in CRS+HIPEC for MPM patients to achieve LTS are lower tumor burden, less intraoperative RBC transfusion, and prevention of SAEs. Malignant peritoneal mesothelioma patients demonstrated a substantial increase in CS over time. Some patients may achieve clinical cure 5 years after surgery.
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Affiliation(s)
- Xin-Li Liang
- Department of Surgical Oncology, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Yan-Dong Su
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Xin-Bao Li
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Yu-Bin Fu
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Ru Ma
- Department of Surgical Oncology, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China
| | - Rui Yang
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - He-Liang Wu
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Yu-Run Cui
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China
| | - Yan Li
- Department of Surgical Oncology, Beijing Tsinghua Changgung Hospital, Tsinghua University, Beijing, China.
- Department of Peritoneal Cancer Surgery, Beijing Shijitan Hospital, Capital Medical University, Beijing, China.
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Yano G, Miyake H, Nagai H, Yoshioka Y, Shibata K, Takamizawa J, Yuasa N. Prognostic factors for relapse-free 5-year survivors after gastrectomy for gastric cancer. J Gastrointest Surg 2025; 29:101958. [PMID: 39793957 DOI: 10.1016/j.gassur.2025.101958] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/22/2024] [Revised: 12/22/2024] [Accepted: 01/05/2025] [Indexed: 01/13/2025]
Abstract
BACKGROUND Few studies have examined the prognosis of long-term survivors with gastric cancer (GC) after gastrectomy. This study aimed to identify the prognostic factors for 5-year recurrence-free survivors after gastrectomy for GC. METHODS A total of 721 patients with pathologic stage Ⅰ to Ⅲ GC who underwent gastrectomy between 2005 and 2018 and survived for 5 years without recurrence were enrolled. Conditional overall survival (cOS), conditional disease-specific survival (cDSS), and conditional non-disease-specific survival (cNDSS) of 5-year recurrence-free survivors were calculated. The association between cOS, cDSS, and cNDSS and clinicopathologic factors was evaluated using univariate and multivariate analyses. RESULTS The mean age of the patients was 70.5 ± 10.1 years, 68.5% of the patients were male, and 491, 128, and 102 had stage Ⅰ, Ⅱ, and Ⅲ GC, respectively. Of note, 17 patients relapsed, and 65 patients died (disease-specific, non-disease-specific, and unknown: 12, 45, and 6, respectively) during a median follow-up of 36 months. The 5-year cOS, cDSS, and cNDSS rates were 90.3%, 97.3%, and 93.3%, respectively. Multivariate analysis showed that age of ≥80 years and neutrophil-to-lymphocyte ratio (NLR) of ≥2.7 were significantly associated with poorer cOS. Stage Ⅲ GC was associated with decreased cDSS, and age of ≥80 years, NLR of ≥2.7, and mean corpuscular volume (MCV) of ≥93.4 fL were associated with lower cNDSS. CONCLUSION Age of ≥80 years, stage Ⅲ GC, NLR of ≥2.7, and MCV of ≥93.4 fL were unfavorable prognostic factors for 5-year recurrence-free survivors after gastrectomy for GC. Long-term surveillance after gastrectomy could be tailored based on these factors.
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Affiliation(s)
- Genta Yano
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Hideo Miyake
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Hidemasa Nagai
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Yuichiro Yoshioka
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Koji Shibata
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Junichi Takamizawa
- Department of Laboratory Medicine, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan
| | - Norihiro Yuasa
- Department of Gastrointestinal Surgery, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan; Department of Laboratory Medicine, Japanese Red Cross Aichi Medical Center Nagoya Daiichi Hospital, Nagoya, Japan.
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Huang Z, Luo Y, Chen C, Zhou C, Su Z, Cai C, Li X, Wu W. miR-325-3p Reduces Proliferation and Promotes Apoptosis of Gastric Cancer Cells by Inhibiting Human Antigen R. Can J Gastroenterol Hepatol 2023; 2023:6882851. [PMID: 37766807 PMCID: PMC10522435 DOI: 10.1155/2023/6882851] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/30/2022] [Revised: 07/03/2023] [Accepted: 07/24/2023] [Indexed: 09/29/2023] Open
Abstract
Human antigen R (HuR), also known as ELAVL1, is a widely expressed RNA-binding protein (RBP) that has a significant impact on the development and advancement of tumors. Our previous study found that 5-fluorouracil (5-FU) may impede the proliferation and increase apoptosis in gastric cancer cells by reducing the nucleocytoplasmic shuttling of HuR. However, how posttranscriptional regulation influences HuR functions in gastric cancer remains to be elucidated. Here, we demonstrated that miR-325-3p has the potential to regulate the expression level of HuR by directly binding to its 3'UTR, which in turn led to a significant reduction in proliferation and an increase in apoptosis in gastric cancer cells. In addition, xenograft experiment showed that knockdown of HuR or overexpression of miR-325-3p group exhibited smaller tumor sizes after transplant of gastric cancer cells into zebrafish larvae. Thus, our findings offer new insights into the pathogenesis of gastric cancer and may potentially assist in identifying novel targets for drug therapy.
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Affiliation(s)
- Zhengwei Huang
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
- The Affiliated Kangning Hospital of Wenzhou Medical University, Zhejiang Provincial Clinical Research Center for Mental Disorder, Wenzhou, China
| | - Yacan Luo
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Congcong Chen
- The Affiliated Kangning Hospital of Wenzhou Medical University, Zhejiang Provincial Clinical Research Center for Mental Disorder, Wenzhou, China
| | - Chaoyang Zhou
- Intensive Care Unit, The People's Hospital of Yuhuan, Yuhuan, China
| | - Zhengkang Su
- The Affiliated Kangning Hospital of Wenzhou Medical University, Zhejiang Provincial Clinical Research Center for Mental Disorder, Wenzhou, China
| | - Chang Cai
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
| | - Xi Li
- The Affiliated Kangning Hospital of Wenzhou Medical University, Zhejiang Provincial Clinical Research Center for Mental Disorder, Wenzhou, China
| | - Wenzhi Wu
- Department of Gastroenterology and Hepatology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, China
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Valenzuela CD, Moaven O, Solsky IB, Stauffer JA, Del Piccolo NR, Cheung T, Corvera CU, Wisneski AD, Cha CH, Pourhabibi Zarandi N, Dourado J, Perry KC, Russell G, Shen P. Conditional Survival After Hepatectomy for Colorectal Liver Metastasis: Results from the Colorectal Liver Operative Metastasis International Collaborative (COLOMIC). Ann Surg Oncol 2023; 30:3413-3422. [PMID: 36859704 DOI: 10.1245/s10434-023-13189-w] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2022] [Accepted: 01/16/2023] [Indexed: 03/03/2023]
Abstract
INTRODUCTION Complete resection of colorectal liver metastasis (CLM) improves long-term survival in colorectal cancer. However, there is limited recent data on conditional survival (CS) as postoperative survival milestones are achieved post-hepatectomy. METHODS A retrospective analysis was performed on the penta-institutional Colorectal Liver Operative Metastasis International Collaborative (COLOMIC), with 906 consecutive CLM hepatectomy cases. CS was calculated using Bayes' theorem and Kaplan-Meier analysis. Additional CS analyses were performed on additional clinicopathologic risk factors, including colon cancer laterality, KRAS mutation status, and extrahepatic disease. RESULTS The 5-year CS was 40.6%, 45.3%, 52.8%, and 65.3% at 0, 1, 2, and 3 years postoperatively, with significant improvements each year (p < 0.005). CS was not significantly different between right-sided and left-sided colorectal cancers by 3 years postoperatively. Patients with KRAS mutations had worse CS at all timepoints (p < 0.001). Extrahepatic disease was a poor prognostic factor for OS and CS (p < 0.001). However, CS for patients with KRAS mutations or extrahepatic disease improved significantly as 2-year, postoperative survival was achieved (p < 0.05). CONCLUSIONS Five-year CS after hepatectomy for CLM improved with each passing year of survival postoperatively. Although extrahepatic disease and KRAS mutations are poor prognostic factors for OS, these populations still had improved CS after 2 years postoperatively.
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Affiliation(s)
- Cristian D Valenzuela
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Omeed Moaven
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA.,Department of Surgical Oncology, Mayo Clinic in Florida, Jacksonville, FL, USA
| | - Ian B Solsky
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - John A Stauffer
- Department of Surgical Oncology, Mayo Clinic in Florida, Jacksonville, FL, USA
| | - Nico R Del Piccolo
- Department of Surgical Oncology, Mayo Clinic in Florida, Jacksonville, FL, USA
| | - Tanto Cheung
- Department of Surgery, University of Hong Kong, Hong Kong, China
| | - Carlos U Corvera
- Department of Hepatobiliary & Pancreatic Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Andrew D Wisneski
- Department of Hepatobiliary & Pancreatic Surgery, University of California San Francisco, San Francisco, CA, USA
| | - Charles H Cha
- Department of Surgery, Yale School of Medicine, New Haven, CT, USA
| | - Nima Pourhabibi Zarandi
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Justin Dourado
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Kathleen C Perry
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA
| | - Gregory Russell
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Perry Shen
- Division of Surgical Oncology, Comprehensive Cancer Center, Atrium Health Wake Forest Baptist Medical Center, Winston-Salem, NC, USA.
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Valenzuela CD, Solsky IB, Erali RA, Forsythe SD, Mangieri CW, Mainali BB, Russell G, Perry KC, Votanopoulos KI, Shen P, Levine EA. Long-Term Survival in Patients Treated with Cytoreduction and Heated Intraperitoneal Chemotherapy for Peritoneal Mesothelioma at a Single High-Volume Center. Ann Surg Oncol 2023; 30:2666-2675. [PMID: 36754945 DOI: 10.1245/s10434-022-13061-3] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2022] [Accepted: 12/26/2022] [Indexed: 02/10/2023]
Abstract
BACKGROUND Malignant peritoneal mesothelioma (MPM) is a rare diagnosis with a dismal prognosis if untreated. Cytoreductive surgery with hyperthermic intraperitoneal chemotherapy (CRS-HIPEC) is shown to significantly improve survival. Our institution is uniquely positioned to report long-term outcomes in MPM with CRS-HIPEC, due to our robust peritoneal surface disease program existing over the past three decades. METHODS Our prospectively maintained, single-institution database of CRS-HIPEC cases was reviewed, identifying 111 consecutive patients with MPM over 28 years (1993-2021). Prognostic, operative, and pathologic factors were reviewed. Overall survival (OS) and conditional survival (CS) analyses were performed. RESULTS The average age was 55.1 years; 58.6% of patients were male; 17 of 111 patients (15.3%) had a second CRS-HIPEC. At first CRS-HIPEC, the average PCI score was 18.7, and the perfusate drugs were platinum-based (72.1%) and mitomycin C (27.9%). The resection status at first CRS-HIPEC was R2a (46.4%), followed by R0-1 (29.1%), and R2b-c (24.5%). Median OS was 3.3 years for the entire cohort, with 75th and 25th percentiles at 10.7 months and 10.6 years. Median CS was improved if patients survived to the 1-year postoperative mark (4.9 years, p < 0.01) and trended toward further improvement with each passing year. If 3-year postoperative survival was achieved, the median CS improved to 6.1 years. CONCLUSIONS This represents one of the largest and lengthiest, single-center, longitudinal, case series of peritoneal mesothelioma treated with CRS-HIPEC. The OS suggests efficacy for CRS-HIPEC for MPM. Long-term survival improves significantly after patients achieve the 1-year, postoperative mark.
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Affiliation(s)
- Cristian D Valenzuela
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Ian B Solsky
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Richard A Erali
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Steven D Forsythe
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Christopher W Mangieri
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Bigyan B Mainali
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Gregory Russell
- Department of Biostatistical Sciences, Wake Forest School of Medicine, Winston-Salem, NC, USA
| | - Kathleen C Perry
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | | | - Perry Shen
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA
| | - Edward A Levine
- Surgical Oncology, Atrium Health Wake Forest Baptist Comprehensive Cancer Center, Winston-Salem, NC, USA.
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Meng X, Hao F, Ju Z, Chang X, Guo Y. Conditional survival nomogram predicting real-time prognosis of locally advanced breast cancer: Analysis of population-based cohort with external validation. Front Public Health 2022; 10:953992. [PMID: 36388300 PMCID: PMC9659596 DOI: 10.3389/fpubh.2022.953992] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/26/2022] [Accepted: 10/17/2022] [Indexed: 01/24/2023] Open
Abstract
Background Locally advanced breast cancer (LABC) is generally considered to have a relatively poor prognosis. However, with years of follow-up, what is its real-time survival and how to dynamically estimate an individualized prognosis? This study aimed to determine the conditional survival (CS) of LABC and develop a CS-nomogram to estimate overall survival (OS) in real-time. Methods LABC patients were recruited from the Surveillance, Epidemiology, and End Results (SEER) database (training and validation groups, n = 32,493) and our institution (testing group, n = 119). The Kaplan-Meier method estimated OS and calculated the CS at year (x+y) after giving x years of survival according to the formula CS(y|x) = OS(y+x)/OS(x). y represented the number of years of continued survival under the condition that the patient was determined to have survived for x years. Cox regression, best subset regression, and the least absolute shrinkage and selection operator (LASSO) regression were used to screen predictors, respectively, to determine the best model to develop the CS-nomogram and its network version. Risk stratification was constructed based on this model. Results CS analysis revealed a dynamic improvement in survival occurred with increasing follow-up time (7 year survival was adjusted from 63.0% at the time of initial diagnosis to 66.4, 72.0, 77.7, 83.5, 89.0, and 94.7% year by year [after surviving for 1-6 years, respectively]). In addition, this improvement was non-linear, with a relatively slow increase in the second year after diagnosis. The predictors identified were age, T and N status, grade, estrogen receptor (ER), progesterone receptor (PR), human epidermal growth factor receptor 2 (HER 2), surgery, radiotherapy and chemotherapy. A CS-nomogram developed by these predictors and the CS formula was used to predict OS in real-time. The model's concordance indexes (C-indexes) in the training, validation and testing groups were 0.761, 0.768 and 0.810, which were well-calibrated according to the reality. In addition, the web version was easy to use and risk stratification facilitated the identification of high-risk patients. Conclusions The real-time prognosis of LABC improves dynamically and non-linearly over time, and the novel CS-nomogram can provide real-time and personalized prognostic information with satisfactory clinical utility.
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Affiliation(s)
- Xiangdi Meng
- Department of Radiation Oncology, Weifang People's Hospital, Weifang, China
| | - Furong Hao
- Department of Radiation Oncology, Weifang People's Hospital, Weifang, China
| | - Zhuojun Ju
- Department of General Medicine, Weihai Central Hospital, Weihai, China
| | - Xiaolong Chang
- Department of Radiation Oncology, Weifang People's Hospital, Weifang, China
| | - Yinghua Guo
- Department of Radiation Oncology, Weifang People's Hospital, Weifang, China,*Correspondence: Yinghua Guo
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Spolverato G, Azzolina D, Paro A, Lorenzoni G, Gregori D, Poultsides G, Fields RC, Weber SM, Votanopoulos K, Maithel SK, Pucciarelli S, Pawlik TM. Dynamic Prediction of Survival after Curative Resection of Gastric Adenocarcinoma: A landmarking-based analysis. Eur J Surg Oncol 2021; 48:1025-1032. [PMID: 34895773 DOI: 10.1016/j.ejso.2021.11.127] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2021] [Revised: 11/17/2021] [Accepted: 11/22/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Accurate estimation of survival and recurrence are important to inform decisions regarding therapy and surveillance. We sought to design and validate a dynamic prognostic model for patients undergoing resection for gastric adenocarcinoma. METHODS Patients who underwent curative-intent surgery for gastric adenocarcinoma between 2000 and 2020 were identified using a multi-institutional database. Landmark analysis was used to create dynamic OS and DFS prediction models. Model performance was internally cross-validated via bootstrap resampling. RESULTS Among 895 patients, 507 (57.2%) patients underwent partial gastrectomy (n = 507, 57.2%) while 380 (42.8%) had total gastrectomy. Median tumor size was 40 mm (IQR: 25-65), most tumors were located in the antrum (n = 344, 39.5%) and infiltrated the subserosa (T3 tumors: n = 283, 31.9%) or serosa (T4 tumors: n = 253, 28.5%); lymph node metastasis occurred in 528 (59.1%) patients. Median OS and DFS were 17.5 (IQR: 7.5-42.8) and 14.3 months (IQR: 6.5-39.9), respectively. The impact of age, sex, preoperative comorbidities, tumor size and location, extent of lymphadenectomy and total number of lymph nodes examined, Lauren class, T and N category, postoperative complications, and tumor recurrence varied over time (all p < 0.05). An online tool to predict dynamic OS and DFS based on patient survival relative to time survived was developed and made available for clinical use. Discrimination ability of OS and DFS was excellent (C-index: 0.84 and 0.86, respectively) and calibration plots revealed good prediction. CONCLUSIONS An online dynamic prognostic tool was developed and validated to predict OS and DFS following resection of gastric adenocarcinoma. Landmark analysis to predict long-term outcomes based on follow-up time may be helpful to surgeons and patients.
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Affiliation(s)
- Gaya Spolverato
- Department of Surgical Oncological and Gastrointestinal Sciences, University of Padova, Padova, Italy
| | - Danila Azzolina
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy
| | - Alessandro Paro
- Department of Surgery, The Ohio State Wexner Medical Center, Columbus, OH, USA
| | - Giulia Lorenzoni
- Department of Surgical Oncological and Gastrointestinal Sciences, University of Padova, Padova, Italy
| | - Dario Gregori
- Unit of Biostatistics, Epidemiology and Public Health, Department of Cardiac, Thoracic, Vascular Sciences and Public Health, University of Padova, Padova, Italy
| | | | - Ryan C Fields
- Department of Surgery, Washington University, St. Louis, MO, USA
| | - Sharon M Weber
- Department of Surgery, University of Wisconsin, Madison, WI, USA
| | | | | | - Salvatore Pucciarelli
- Department of Surgical Oncological and Gastrointestinal Sciences, University of Padova, Padova, Italy
| | - Timothy M Pawlik
- Department of Surgery, The Ohio State Wexner Medical Center, Columbus, OH, USA.
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Zheng Z, Wang X, Liu Z, Lu X, Huang Y, Chi P. Individualized conditional survival nomograms for patients with locally advanced rectal cancer treated with neoadjuvant chemoradiotherapy and radical surgery. Eur J Surg Oncol 2021; 47:3175-3181. [PMID: 34120806 DOI: 10.1016/j.ejso.2021.06.010] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2021] [Revised: 05/08/2021] [Accepted: 06/03/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Conditional survival (CS) considers the time already survived after surgery when estimating the survival probability, which may provide further useful prognostic information. OBJECTIVE To evaluate CS in patients with locally advanced rectal cancer (LARC) treated with neoadjuvant chemoradiotherapy (nCRT) and to create CS nomograms predicting the conditional probability of survival after proctectomy. METHODS Consecutive patients with LARC who received nCRT followed by radical resection between 2011 and 2016 were identified. CS was defined as the probability of surviving y years after already surviving for x years. The formula used for CS was CS(x|y) = S(x + y)/S(x), where S(x) represents the survival at x years. Nomograms were constructed to predict the 5-year conditional overall survival (cOS) and conditional recurrence-free survival (cRFS). RESULTS A total of 785 patients were included. The median follow-up time was 65.5 months. The probability of achieving 5-year survival after surgery for cancer increases with additional survival time. Maximum tumor diameter, distance from the anal verge, preoperative CA19-9 level, ypTNM stage and perineural invasion were independent predictors of OS, while maximum tumor diameter, distance from the anal verge, ypTNM stage and perineural invasion were independent risk factors for RFS. The nomograms predicted 5-year cOS and cRFS using these predictors and the time already survived. The online calculator can be accessed at http://www.rectalcancer.top/webcalculator. CONCLUSION The proposed nomograms predict survival in patients after surgery, taking the time already survived into account.
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Affiliation(s)
- Zhifang Zheng
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Xiaojie Wang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Zhun Liu
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Xingrong Lu
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China
| | - Ying Huang
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China.
| | - Pan Chi
- Department of Colorectal Surgery, Fujian Medical University Union Hospital, Fuzhou, China; Department of General Surgery, Fujian Medical University Union Hospital, Fuzhou, China.
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Lu G, Li J, Wu L, Shi Y, Zhang X, Xia Y, Li L. Establishment and Verification of a Nomogram for Predicting Survival in Patients with Small Intestinal Gastrointestinal Stromal Tumors. Dig Dis 2021; 40:50-61. [PMID: 33752202 DOI: 10.1159/000516022] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2020] [Accepted: 03/15/2021] [Indexed: 02/02/2023]
Abstract
BACKGROUND This study aimed to develop and validate nomograms for predicting overall survival (OS) and cancer-specific survival (CSS) in small intestinal gastrointestinal stromal tumors (SI GISTs). METHODS Patients diagnosed with SI GISTs were retrieved from the Surveillance, Epidemiology, and End Results (SEER) database and further randomly divided into training and validating cohorts. Univariate and multivariate Cox analyses were conducted in the training set to determine independent prognostic factors to build nomograms for predicting 3- and 5-year OS and CSS. The performance of the nomograms was assessed by using the concordance index (C-index), calibration plot, and the area under the receiver operating characteristic curve (AUC). RESULTS Data of a total of 776 patients with SI GISTs were retrospectively collected from the SEER database. The OS nomogram was constructed based on age, surgery, imatinib treatment, and American Joint Committee for Cancer (AJCC) stage, while the CSS nomogram incorporated age, surgery, tumor grade, and AJCC stage. In the training set, the C-index for the OS nomogram was 0.773 (95% confidence interval [95% CI]: 0.722-0.824) and for the CSS nomogram 0.806 (95% CI: 0.757-0.855). In the internal validation cohort, the C-index for the OS nomogram was 0.741, while for the CSS nomogram, it was 0.819. Well-corresponded calibration plots both in OS and CSS nomogram models were noticed. The comparisons of AUC values showed that the established nomograms exhibited superior discrimination power than the 7th Tumor-Node-Metastasis staging system. CONCLUSION Our nomogram can effectively predict 3- and 5-year OS and CSS in patients with SI GISTs, and its use can help improve the accuracy of personalized survival prediction and facilitate to provide constructive therapeutic suggestions.
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Affiliation(s)
- Guangrong Lu
- Department of Gastroenterology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Jiajia Li
- Department of Gastroenterology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Limin Wu
- Department of Gastroenterology, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, China
| | - Yuning Shi
- The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China
| | - Xuchao Zhang
- The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China
| | - Yushan Xia
- The Second Clinical Medical College of Wenzhou Medical University, Wenzhou, China
| | - Lili Li
- Departments of Medical Oncology, The First Affiliated Hospital of Wenzhou Medical University, Wenzhou, China
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Liu M, Song C, Zhang P, Fang Y, Han X, Li J, Wu W, Chen G, Sun J. A Nomogram for Predicting Cancer-Specific Survival of Patients with Gastrointestinal Stromal Tumors. Med Sci Monit 2020; 26:e922378. [PMID: 32449506 PMCID: PMC7268888 DOI: 10.12659/msm.922378] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
Background The aim of this study was to construct a nomogram to predict the prognosis of patients with gastrointestinal stromal tumor (GIST). Material/Methods We enrolled 4086 GIST patients listed in the SEER database from 1998 to 2015. They were separated to 2 groups: an experimental group (n=2862) and a verification group (n=1224). A nomogram was constructed by using statistically significant prognostic factors. Result A nomogram that included age, sex, marital status, tumor location, grade, SEER stage, tumor size, and surgical management was developed. It can be used to predict overall survival (OS), while adding AJCC 7th TNM stage can predict cancer-specific survival (CSS). The C-index used to forecast OS and CSS nomograms was 0.778 (95% CI, 0.76–0.79) and 0.818 (95% CI, 0.80–0.84), respectively. Conclusions The nomogram can effectively predict 3- and 5-year CSS in patients with GIST, and its use can improve clinical practice.
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Affiliation(s)
- Mengmeng Liu
- Department of Gastroenterology, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
| | - Chao Song
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Qinpu Branch, Shanghai, China (mainland)
| | - Ping Zhang
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Qinpu Branch, Shanghai, China (mainland)
| | - Yuan Fang
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
| | - Xu Han
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
| | - Jianang Li
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
| | - Weixin Wu
- Department of General Surgery, Affiliated Zhongshan Hospital of Fudan University, Qinpu Branch, Shanghai, China (mainland)
| | - Genwen Chen
- Department of Gastroenterology, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
| | - Jianyong Sun
- Department of Gastroenterology, Affiliated Zhongshan Hospital of Fudan University, Shanghai, China (mainland)
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12
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Li Z, Xiao Q, Wang Y, Wang W, Li S, Shan F, Zhou Z, Ji J. A Modified ypTNM Staging System-Development and External Validation of a Nomogram Predicting the Overall Survival of Gastric Cancer Patients Received Neoadjuvant Chemotherapy. Cancer Manag Res 2020; 12:2047-2055. [PMID: 32256112 PMCID: PMC7090192 DOI: 10.2147/cmar.s236696] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2019] [Accepted: 02/21/2020] [Indexed: 12/15/2022] Open
Abstract
Purpose Neoadjuvant chemotherapy is now widely used in gastric cancer patients. However, the current 8th ypTNM staging system is developed based on patients with less extensive lymph node dissection and the predictive value is relatively limited. In this study, we aim to develop and validate a nomogram that predicts overall survival in gastric cancer patients received neoadjuvant chemotherapy. Patients and Methods From January, 2007 to December, 2014, 471 patients receiving neoadjuvant chemotherapy at our center were enrolled in the study. Based on the Cox proportional hazard model, a nomogram was developed from them and then an external validation was conducted on a cohort of 239 patients from another cancer center. Results The overall survival (OS) rates of 1 year and 3 years were 90.0% and 64.1%, respectively. Body mass index category, tumor location, T stage and N stage were independent prognostic factors for the survival outcome. The C-index of the model was 0.74 in the development cohort and 0.69 in the validation cohort. Our nomogram also showed good calibration in both cohorts. Conclusion We developed and validated a nomogram to predict the 1- and 3-year OS of patients who received neoadjuvant chemotherapy and radical gastrectomy with D2 lymph node dissection. This nomogram predicts survival more accurately than the AJCC TNM staging system, which is the current golden standard.
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Affiliation(s)
- Ziyu Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
| | - Qiyan Xiao
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
| | - Yinkui Wang
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
| | - Wei Wang
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Shuangxi Li
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
| | - Fei Shan
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
| | - Zhiwei Zhou
- State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangzhou, People's Republic of China
| | - Jiafu Ji
- Key Laboratory of Carcinogenesis and Translational Research (Ministry of Education), Gastrointestinal Cancer Center, Peking University Cancer Hospital & Institute, Beijing 100142, People's Republic of China
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13
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Latenstein AEJ, van Roessel S, van der Geest LGM, Bonsing BA, Dejong CHC, Groot Koerkamp B, de Hingh IHJT, Homs MYV, Klaase JM, Lemmens V, Molenaar IQ, Steyerberg EW, Stommel MWJ, Busch OR, van Eijck CHJ, van Laarhoven HWM, Wilmink JW, Besselink MG. Conditional Survival After Resection for Pancreatic Cancer: A Population-Based Study and Prediction Model. Ann Surg Oncol 2020; 27:2516-2524. [PMID: 32052299 PMCID: PMC7311496 DOI: 10.1245/s10434-020-08235-w] [Citation(s) in RCA: 47] [Impact Index Per Article: 9.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Indexed: 12/12/2022]
Abstract
Background Conditional survival is the survival probability after already surviving a predefined time period. This may be informative during follow-up, especially when adjusted for tumor characteristics. Such prediction models for patients with resected pancreatic cancer are lacking and therefore conditional survival was assessed and a nomogram predicting 5-year survival at a predefined period after resection of pancreatic cancer was developed. Methods This population-based study included patients with resected pancreatic ductal adenocarcinoma from the Netherlands Cancer Registry (2005–2016). Conditional survival was calculated as the median, and the probability of surviving up to 8 years in patients who already survived 0–5 years after resection was calculated using the Kaplan–Meier method. A prediction model was constructed. Results Overall, 3082 patients were included, with a median age of 67 years. Median overall survival was 18 months (95% confidence interval 17–18 months), with a 5-year survival of 15%. The 1-year conditional survival (i.e. probability of surviving the next year) increased from 55 to 74 to 86% at 1, 3, and 5 years after surgery, respectively, while the median overall survival increased from 15 to 40 to 64 months at 1, 3, and 5 years after surgery, respectively. The prediction model demonstrated that the probability of achieving 5-year survival at 1 year after surgery varied from 1 to 58% depending on patient and tumor characteristics. Conclusions This population-based study showed that 1-year conditional survival was 55% 1 year after resection and 74% 3 years after resection in patients with pancreatic cancer. The prediction model is available via www.pancreascalculator.com to inform patients and caregivers. Electronic supplementary material The online version of this article (10.1245/s10434-020-08235-w) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Anouk E J Latenstein
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Stijn van Roessel
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Lydia G M van der Geest
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Bert A Bonsing
- Department of Surgery, Leiden University Medical Center, Leiden, The Netherlands
| | - Cornelis H C Dejong
- Department of Surgery, Maastricht University Medical Centre and NUTRIM School of Nutrition and Translational Research in Metabolism, Maastricht, The Netherlands
| | - Bas Groot Koerkamp
- Department of Surgery, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | | | - Marjolein Y V Homs
- Department of Medical Oncology, Erasmus MC Cancer Institute, Rotterdam, The Netherlands
| | - Joost M Klaase
- Department of Surgery, University Medical Center Groningen, Groningen, The Netherlands
| | - Valery Lemmens
- Department of Research and Development, Netherlands Comprehensive Cancer Organisation (IKNL), Utrecht, The Netherlands.,Department of Public Health, Erasmus Medical Center, Rotterdam, The Netherlands
| | - I Quintus Molenaar
- Department of Surgery, Regional Academic Cancer Center Utrecht, St Antonius Hospital Nieuwegein and University Medical Center Utrecht Cancer Center, Utrecht, The Netherlands
| | | | - Martijn W J Stommel
- Department of Surgery, Radboud University Medical Center, Nijmegen, The Netherlands
| | - Olivier R Busch
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | | | - Hanneke W M van Laarhoven
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Johanna W Wilmink
- Department of Medical Oncology, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Marc G Besselink
- Department of Surgery, Cancer Center Amsterdam, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
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14
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Hagens ERC, Feenstra ML, Eshuis WJ, Hulshof MCCM, van Laarhoven HWM, van Berge Henegouwen MI, Gisbertz SS. Conditional survival after neoadjuvant chemoradiotherapy and surgery for oesophageal cancer. Br J Surg 2020; 107:1053-1061. [PMID: 32017047 PMCID: PMC7317937 DOI: 10.1002/bjs.11476] [Citation(s) in RCA: 26] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2019] [Revised: 11/13/2019] [Accepted: 11/22/2019] [Indexed: 12/14/2022]
Abstract
Background Conditional survival accounts for the time already survived after surgery and may be of additional informative value. The aim was to assess conditional survival in patients with oesophageal cancer and to create a nomogram predicting the conditional probability of survival after oesophagectomy. Methods This retrospective study included consecutive patients with oesophageal cancer who received neoadjuvant chemoradiation followed by oesophagectomy between January 2004 and 2019. Conditional survival was defined as the probability of surviving y years after already surviving for x years. The formula used for conditional survival (CS) was: CS(x|y) = S(x + y)/S(x), where S(x) represents overall survival at x years. Cox proportional hazards models were used to evaluate predictors of overall survival. A nomogram was constructed to predict 5‐year survival directly after surgery and given survival for 1, 2, 3 and 4 years after surgery. Results Some 660 patients were included. Median overall survival was 44·4 (95 per cent c.i. 37·0 to 51·8) months. The probability of achieving 5‐year overall survival after resection increased from 45 per cent directly after surgery to 54, 65, 79 and 88 per cent given 1, 2, 3 and 4 years already survived respectively. Cardiac co‐morbidity, cN category, ypT category, ypN category, chyle leakage and pulmonary complications were independent predictors of survival. The nomogram predicted 5‐year survival using these predictors and number of years already survived. Conclusion The probability of achieving 5‐year overall survival after oesophagectomy for cancer increases with each additional year survived. The proposed nomogram predicts survival in patients after oesophagectomy, taking the years already survived into account.
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Affiliation(s)
- E R C Hagens
- Department of Surgery, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - M L Feenstra
- Department of Surgery, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - W J Eshuis
- Department of Surgery, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - M C C M Hulshof
- Department of Radiotherapy, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - H W M van Laarhoven
- Department of Medical Oncology, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - M I van Berge Henegouwen
- Department of Surgery, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
| | - S S Gisbertz
- Department of Surgery, Amsterdam University Medical Centres, Location AMC, University of Amsterdam, Cancer Centre Amsterdam, Amsterdam, the Netherlands
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15
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Wang CY, Yang J, Zi H, Zheng ZL, Li BH, Wang Y, Ge Z, Jian GX, Lyu J, Li XD, Ren XQ. Nomogram for predicting the survival of gastric adenocarcinoma patients who receive surgery and chemotherapy. BMC Cancer 2020; 20:10. [PMID: 31906882 PMCID: PMC6943892 DOI: 10.1186/s12885-019-6495-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 5.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2019] [Accepted: 12/23/2019] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Surgery is the only way to cure gastric adenocarcinoma (GAC), and chemotherapy is the basic adjuvant management for GAC. A significant prognostic nomogram for predicting the respective disease-specific survival (DSS) rates of GAC patients who receive surgery and chemotherapy has not been established. OBJECTIVE We were planning to establish a survival nomogram model for GAC patients who receive surgery and chemotherapy. METHODS We identified 5764 GAC patients who had received surgery and chemotherapy from the record of Surveillance, Epidemiology, and End Results (SEER) database. About 70% (n = 4034) of the chosen GAC patients were randomly assigned to the training set, and the rest of the included ones (n = 1729) were assigned to the external validation set. A prognostic nomogram was constructed by the training set and the predictive accuracy of it was validated by the validation set. RESULTS Based on the outcome of a multivariate analysis of candidate factors, a nomogram was developed that encompassed age at diagnosis, number of regional lymph nodes examined after surgery, number of positive regional lymph nodes, sex, race, grade, derived AJCC stage, summary stage, and radiotherapy status. The C-index (Harrell's concordance index) of the nomogram model was some larger than that of the traditional seventh AJCC staging system (0.707 vs 0.661). Calibration plots of the constructed nomogram displayed that the probability of DSS commendably accord with the survival rate. Integrated discrimination improvement (IDI) revealed obvious increase and categorical net reclassification improvement (NRI) showed visible enhancement. IDI for 3-, 5- and 10- year DSS were 0.058, 0.059 and 0.058, respectively (P > 0.05), and NRI for 3-, 5- and 10- year DSS were 0.380 (95% CI = 0.316-0.470), 0.407 (95% CI = 0.350-0.505), and 0.413 (95% CI = 0.336-0.519), respectively. Decision curve analysis (DCA) proved that the constructed nomogram was preferable to the AJCC staging system. CONCLUSION The constructed nomogram supplies more credible DSS predictions for GAC patients who receive surgery and chemotherapy in the general population. According to validation, the new nomogram will be beneficial in facilitating individualized survival predictions and useful when performing clinical decision-making for GAC patients who receive surgery and chemotherapy.
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Affiliation(s)
- Chao-Yang Wang
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan China
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Jin Yang
- Clinical Research Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi China
| | - Hao Zi
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Zhong-Li Zheng
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Bing-Hui Li
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan China
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Yang Wang
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan China
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Zheng Ge
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan China
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
| | - Guang-Xu Jian
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
- Department of ICU, Huaihe Hospital of Henan University, Kaifeng, Henan China
| | - Jun Lyu
- Clinical Research Center, The First Affiliated Hospital of Xi’an Jiaotong University, Xi’an, Shaanxi China
- School of Public Health, Xi’an Jiaotong University Health Science Center, Xi’an, Shaanxi China
| | - Xiao-Dong Li
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
- Department of Urology, Huaihe Hospital of Henan University, Kaifeng, Henan China
| | - Xue-Qun Ren
- Department of General Surgery, Huaihe Hospital of Henan University, Kaifeng, Henan China
- Institute of Evidence-Based Medicine and knowledge translation, Henan University, Kaifeng, Henan China
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16
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Chen QY, Zhong Q, Wang W, Chen S, Li P, Xie JW, Wang JB, Lin JX, Lu J, Cao LL, Lin M, Tu RH, Huang ZN, Lin JL, Zheng HL, Liu ZY, Zheng CH, Peng JS, Zhou ZW, Huang CM. Prognosis of Young Survivors of Gastric Cancer in China and the U.S.: Determining Long-Term Outcomes Based on Conditional Survival. Oncologist 2019; 24:e260-e274. [PMID: 30470692 PMCID: PMC6656502 DOI: 10.1634/theoncologist.2018-0220] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2018] [Accepted: 09/05/2018] [Indexed: 12/16/2022] Open
Abstract
BACKGROUND Young survivors of gastric cancer (GC) have better prognoses than elderly patients, yet their disease-specific survival (DSS) has received little attention. PATIENTS AND METHODS Data on young patients (aged ≤40 years) with GC undergoing resections at three Chinese institutions (n = 542) and from the SEER database (n = 533) were retrospectively analyzed. Three-year conditional disease-specific survival (CS3) was assessed. The effects of well-known prognostic factors over time were analyzed by time-dependent Cox regression. RESULTS Overall, young Chinese patients with GC had a better 5-year DSS than U.S. patients (62.8% vs. 54.1%; p < .05). The disease-specific mortality likelihood of the entire cohort was not constant over time, with most deaths occurring during the first 3 years after surgery but peaking at 1 and 2 years in China and the U.S., respectively. Based on 5-year survivorship, the CS3 rates of both groups were similar (90.9% [U.S.] vs. 91.5% [China]; p > .05). Cox regression showed that for Chinese patients, site, size, T stage, and N stage were independent prognostic factors at baseline (p < .05). For U.S. patients, grade, T stage. and N stage significantly affected DSS at baseline (p < .05). In both groups, only T stage continuously affected DSS within 3 years after gastrectomy. However, for both groups, the initial well-known prognostic factors lost prognostic significance after 5 years of survival (all p > .05). Although the 5-year DSS rates of young Chinese patients with T3 and T4a disease were significantly better than those of young U.S. patients, in each T stage, the CS3 of both regions trended toward consistency over time. CONCLUSION For young patients with GC, the factors that predict survival at baseline vary over time. Although the initial 5-year DSS is heterogeneous, insight into conditional survival will help clinicians evaluate the long-term prognoses of survivors while ignoring population differences. IMPLICATIONS FOR PRACTICE With the increasing number of young survivors of gastric cancer (GC), it is essential for clinicians to understand the dynamic prognosis of these patients. Based on large data sets from China and the U.S., this study found that the prognostic factors that predict survival for young patients with GC at baseline vary over time. Although the initial 5-year disease-specific survival is heterogeneous, insight into conditional survival will help clinicians evaluate the long-term prognoses of survivors while ignoring population differences. This knowledge may be more effective in helping young patients with GC to manage future uncertainties, especially when they need to make important life plans.
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Affiliation(s)
- Qi-Yue Chen
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Qing Zhong
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Wei Wang
- Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangdong, People's Republic of China
| | - Shi Chen
- Department of Esophageal and Gastrointestinal Surgery, The Sixth Hospital Affiliated to Sun Yat-Sen University, Sun Yat-Sen University Research Center of Diagnosis and Treatment of Gastric Cancer, Guangzhou, People's Republic of China
| | - Ping Li
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Jian-Wei Xie
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Jia-Bing Wang
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Jian-Xian Lin
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Jun Lu
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Long-Long Cao
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Mi Lin
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Ru-Hong Tu
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Ze-Ning Huang
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Ju-Li Lin
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Hua-Long Zheng
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Zhi-Yu Liu
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Chao-Hui Zheng
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
| | - Jun-Sheng Peng
- Department of Esophageal and Gastrointestinal Surgery, The Sixth Hospital Affiliated to Sun Yat-Sen University, Sun Yat-Sen University Research Center of Diagnosis and Treatment of Gastric Cancer, Guangzhou, People's Republic of China
| | - Zhi-Wei Zhou
- Department of Gastric Surgery, Sun Yat-sen University Cancer Center, Guangdong, People's Republic of China
| | - Chang-Ming Huang
- Department of Gastric Surgery, Fujian Medical University Union Hospital, Fuzhou, People's Republic of China
- Key Laboratory of Ministry of Education of Gastrointestinal Cancer, Fujian Medical University, Fuzhou, People's Republic of China
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