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Liu L, Zhang R, Shi Y, Sun J, Xu X. Automated machine learning for predicting liver metastasis in patients with gastrointestinal stromal tumor: a SEER-based analysis. Sci Rep 2024; 14:12415. [PMID: 38816560 PMCID: PMC11139903 DOI: 10.1038/s41598-024-62311-9] [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: 05/08/2024] [Accepted: 05/15/2024] [Indexed: 06/01/2024] Open
Abstract
Gastrointestinal stromal tumors (GISTs) are a rare type of tumor that can develop liver metastasis (LIM), significantly impacting the patient's prognosis. This study aimed to predict LIM in GIST patients by constructing machine learning (ML) algorithms to assist clinicians in the decision-making process for treatment. Retrospective analysis was performed using the Surveillance, Epidemiology, and End Results (SEER) database, and cases from 2010 to 2015 were assigned to the developing sets, while cases from 2016 to 2017 were assigned to the testing set. Missing values were addressed using the multiple imputation technique. Four algorithms were utilized to construct the models, comprising traditional logistic regression (LR) and automated machine learning (AutoML) analysis such as gradient boost machine (GBM), deep neural net (DL), and generalized linear model (GLM). We evaluated the models' performance using LR-based metrics, including the area under the receiver operating characteristic curve (AUC), calibration curve, and decision curve analysis (DCA), as well as AutoML-based metrics, such as feature importance, SHapley Additive exPlanation (SHAP) Plots, and Local Interpretable Model Agnostic Explanation (LIME). A total of 6207 patients were included in this study, with 2683, 1780, and 1744 patients allocated to the training, validation, and test sets, respectively. Among the different models evaluated, the GBM model demonstrated the highest performance in the training, validation, and test cohorts, with respective AUC values of 0.805, 0.780, and 0.795. Furthermore, the GBM model outperformed other AutoML models in terms of accuracy, achieving 0.747, 0.700, and 0.706 in the training, validation, and test cohorts, respectively. Additionally, the study revealed that tumor size and tumor location were the most significant predictors influencing the AutoML model's ability to accurately predict LIM. The AutoML model utilizing the GBM algorithm for GIST patients can effectively predict the risk of LIM and provide clinicians with a reference for developing individualized treatment plans.
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Affiliation(s)
- Luojie Liu
- Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China
| | - Rufa Zhang
- Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China
| | - Ying Shi
- Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China
| | - Jinbing Sun
- Department of General Surgery, Changshu Hospital Affiliated to Soochow University, Suzhou, China.
| | - Xiaodan Xu
- Department of Gastroenterology, Changshu Hospital Affiliated to Soochow University, Suzhou, China.
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2
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Yong L, Li L, Wu J, Liang P, Gao J. Evaluating nomogram models for predicting survival outcomes in gastric gastrointestinal stromal tumors with SEER database analysis. Sci Rep 2024; 14:11494. [PMID: 38769376 PMCID: PMC11106332 DOI: 10.1038/s41598-024-62353-z] [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: 02/29/2024] [Accepted: 05/16/2024] [Indexed: 05/22/2024] Open
Abstract
Gastrointestinal stromal tumors (GISTs) predominantly develop in the stomach. While nomogram offer tremendous therapeutic promise, there is yet no ideal nomogram comparison customized specifically for handling categorical data and model selection related gastric GISTs. (1) We selected 5463 patients with gastric GISTs from the SEER Research Plus database spanning from 2000 to 2020; (2) We proposed an advanced missing data imputation algorithm specifically designed for categorical variables; (3) We constructed five Cox nomogram models, each employing distinct methods for the selection and modeling of categorical variables, including Cox (Two-Stage), Lasso-Cox, Ridge-Cox, Elastic Net-Cox, and Cox With Lasso; (4) We conducted a comprehensive comparison of both overall survival (OS) and cancer-specific survival (CSS) tasks at six different time points; (5) To ensure robustness, we performed 50 randomized splits for each task, maintaining a 7:3 ratio between the training and test cohorts with no discernible statistical differences. Among the five models, the Cox (Two-Stage) nomogram contains the fewest features. Notably, at Near-term, Mid-term, and Long-term intervals, the Cox (Two-Stage) model attains the highest Area Under the Curve (AUC), top-1 ratio, and top-3 ratio in both OS and CSS tasks. For the prediction of survival in patients with gastric GISTs, the Cox (Two-Stage) nomogram stands as a simple, stable, and accurate predictive model with substantial promise for clinical application. To enhance the clinical utility and accessibility of our findings, we have deployed the nomogram model online, allowing healthcare professionals and researchers worldwide to access and utilize this predictive tool.
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Affiliation(s)
- Liuliang Yong
- School of Electrical and Information Engineering, Zhengzhou University, Zhengzhou, 450001, China
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Lanjun Li
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jun Wu
- Department of Neurology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Pan Liang
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China
| | - Jianbo Gao
- Department of Radiology, The First Affiliated Hospital of Zhengzhou University, Zhengzhou, 450052, China.
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Gastrointestinal Stromal Tumors (GIST): A Population-Based Study Using the SEER Database, including Management and Recent Advances in Targeted Therapy. Cancers (Basel) 2022; 14:cancers14153689. [PMID: 35954353 PMCID: PMC9367571 DOI: 10.3390/cancers14153689] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2022] [Revised: 07/23/2022] [Accepted: 07/26/2022] [Indexed: 02/04/2023] Open
Abstract
Introduction: Gastrointestinal stromal tumors (GISTs) are the most common mesenchymal neoplasm of the gastrointestinal (GI) system. Most GISTs originate from the interstitial cells of Cajal (ICC), the pacemaker cell situated between the circular and longitudinal layers of the muscularis propria along the GI tract. In this population-based study using the SEER database, we sought to identify demographic, clinical, and pathologic factors that affect the prognosis and survival of patients with this neoplasm. Molecular genetic advances, current management guidelines, and advances in targeted therapy are discussed. Methods: Demographic and clinical data from GIST patients were retrieved from the SEER research plus database for the period 2000−2018. Statistical analysis was performed with IBM SPSS® v20.2 software using the Chi-square test, paired t-test, multivariate analysis, and Kaplan−Meier functions. Results: A total of 10,833 patients with GIST were identified. Most patients were between 60−74 years of age: 40%, Caucasian: 68%, and the male to female ratio was 1.1:1. The most common primary tumor sites were stomach: 63%, small intestine: 30%, rectum: 3%, and esophagus: 0.7%. When reported, the grade of differentiation was well: 38%, moderately: 32%, undifferentiated: 19%, poorly: 12%. The size of most tumors ranged between 6−10 cm: 36% and they were treated by surgical intervention: 82% and/or chemotherapy/targeted therapy: 39%. The stage was localized: 66%, advanced: 19%, and regional: 15%. The 5-year survival was 74% (95% confidence interval (95% CI) = 72.6−74.7), and the 5-year cause-specific survival 82% (95% CI = 80.7−82.6). The 5-year cause-specific survival by treatment included surgery at 86% (95% CI = 85.4−87.3), chemotherapy/targeted therapy with or without surgery at 77% (95% CI = 75.7−78.9), and radiation at 75% (95% CI = 74.5−80). On multivariable analysis tumor size > 5 cm, poorly and undifferentiated grade, age > 60, and distant metastases at presentation were associated with worse overall survival. Conclusion: GISTs comprise 1−2% of malignancies of the GI tract, usually affect male Caucasians between the ages of 60 and 74 years, most tumors occur in the stomach and small intestine, and are usually >5 cm, but still localized, at the time of diagnosis. Most tumors receive multimodality surgical and chemotherapy/targeted therapy treatment, with a 5-year overall survival of 74% and cause-specific survival of 82%. GIST patients would benefit from enrollment in large clinical trials to establish better therapy guidelines for unresectable, treatment-refractory, and recurrent tumors.
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Napolitano A, Thway K, Smith MJ, Huang PH, Jones RL. KIT Exon 9-Mutated Gastrointestinal Stromal Tumours: Biology and Treatment. Chemotherapy 2022; 67:81-90. [PMID: 34983047 DOI: 10.1159/000521751] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 12/27/2021] [Indexed: 01/10/2023]
Abstract
BACKGROUND The majority of gastroinstestinal stromal tumours (GISTs) harbour oncogenic mutations in the gene encoding for the tyrosine kinase KIT. The most common mutations are found in exon 11, followed by mutations in exon 9. The latter mutations are associated more frequently with GISTs in extra-gastric locations and with a more aggressive clinical behaviour. SUMMARY Here, we review the unique and often poorly recognised molecular, biological and clinical characteristics that differentiate KIT exon 9-mutant GISTs from other GIST subtypes. In particular, KIT exon 9 mutations are associated to KIT mutants with retained sensitivity to stimulation by stem cell factor and localisation to the cell membrane. Moreover, KIT exon 9-mutant GISTs display significant activation of KIT-independent oncogenic pathways. These characteristics may explain the limited activity of the tyrosine kinase inhibitor imatinib in the adjuvant setting in KIT exon 9-mutant GISTs, as well as their lower sensitivity to standard dose imatinib in the advanced setting. In contranst, the multi-tyrosine kinase inhibitor sunitinib displays better activity in KIT-exon 9 mutant GISTs compared to others. Key Messages. KIT exon 9-mutant GISTs represent a subtype of GIST disctinct from others GISTs, including the more common KIT exon 11-mutant GISTs. A better understanding of the molecular biology and clinical behaviour of KIT exon 9-mutant GISTs may help identify more improved treatment options.
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Affiliation(s)
- Andrea Napolitano
- Sarcoma Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
| | - Khin Thway
- Sarcoma Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- The Institute of Cancer Research, London, United Kingdom
| | - Myles J Smith
- Sarcoma Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- The Institute of Cancer Research, London, United Kingdom
| | - Paul H Huang
- The Institute of Cancer Research, London, United Kingdom
| | - Robin L Jones
- Sarcoma Unit, Royal Marsden NHS Foundation Trust, London, United Kingdom
- The Institute of Cancer Research, London, United Kingdom
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Sato M, Sato M, Yokoyama T, Kusaka A, Suzuki Y, Fukuhara K. OUP accepted manuscript. J Surg Case Rep 2022; 2022:rjac246. [PMID: 35721265 PMCID: PMC9202643 DOI: 10.1093/jscr/rjac246] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/03/2022] [Revised: 04/22/2022] [Accepted: 04/07/2022] [Indexed: 11/19/2022] Open
Abstract
We performed the accurate diagnosis and complete surgical resection of a gastrointestinal stromal tumor at the mesentery of the small bowel. Computed tomography (CT) in a 62-year-old man at 2 years after gastrectomy for gastric cancer showed a mesenteric tumor, with no other tumors noted. Positron emission tomography-computed tomography (PET-CT) showed a maximum standardized uptake value (SUV max) of 2.9 at the tumor. The presence of a single and low SUV max tumor allowed us to perform laparoscopic surgery. Partial resection of the tumor with an adequate margin was performed. The pathological findings showed c-kit positivity and a low Ki-67 proliferation index (<5%). In the present case, PET-CT and laparoscopic assessments were useful for accurately evaluating the surgical resectability of the mesenteric tumor after distal gastrectomy for gastric cancer. The low SUV max and laparoscopic findings led to complete surgical resection of a mesenteric tumor.
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Affiliation(s)
- Manabu Sato
- Correspondence address. Shiogama City Hospital, 7-1, Koudu-machi, Shiogama, Miyagi 985-0054, Japan. Tel: +81-22-364-5521; Fax: +81-22-364-5529; E-mail:
| | - Masayuki Sato
- Department of Surgery, Shiogama City Hospital, Shiogama, Miyagi, Japan
| | - Tadaaki Yokoyama
- Department of Surgery, Shiogama City Hospital, Shiogama, Miyagi, Japan
| | - Akiko Kusaka
- Department of Surgery, Shiogama City Hospital, Shiogama, Miyagi, Japan
| | - Yukie Suzuki
- Department of Surgery, Shiogama City Hospital, Shiogama, Miyagi, Japan
| | - Kenji Fukuhara
- Department of Surgery, Shiogama City Hospital, Shiogama, Miyagi, Japan
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6
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Trinh VQH, Dashti NK, Cates JMM. A proposed risk assessment score for gastrointestinal stromal tumors based on evaluation of 19,030 cases from the National Cancer Database. J Gastroenterol 2021; 56:964-975. [PMID: 34562180 DOI: 10.1007/s00535-021-01831-x] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 09/21/2021] [Indexed: 02/04/2023]
Abstract
BACKGROUND Standard risk assessment algorithms for gastrointestinal stromal tumor (GIST) are based on anatomic and histopathological variables with arbitrarily defined subcategories. Our goal was to improve risk assessment for GIST through retrospective analysis of patient data. METHODS The National Cancer Database (NCDB) was queried for patients with GIST; the final cohort consisted of 19,030 cases. Main outcomes were metastasis at presentation and overall survival. A test dataset was used to reevaluate risk stratification parameters in multivariate regression models. A novel risk assessment system was applied to the validation dataset and compared to other currently used risk assessment schemes. RESULTS Analysis of observed prevalence of metastases at presentation suggested 7 cm and mitotic rates > 10 per 5 mm2 as optimal threshold values. A proposed risk stratification score showed statistical superiority compared to the National Comprehensive Cancer Network, American Joint Committee on Cancer, and modified National Institute of Health classifications in predicting probability of presentation with metastasis at diagnosis and 4-year overall survival after accounting for important covariables including patient age and comorbidities, year of diagnosis, and surgical/systemic therapeutic regimen. CONCLUSIONS Reexamination of prognostic factors for GIST demonstrated that current threshold values for tumor size and mitotic rate are suboptimal. A risk stratification score based on revised categorization of these factors outperformed currently used risk assessment algorithms.
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Affiliation(s)
- Vincent Quoc-Huy Trinh
- Department of Pathology, Microbiology and Immunology, Medical Center North C3322, Vanderbilt University Medical Center, 1161 21st Ave South, Nashville, TN, 37212, USA
| | - Nooshin Karamzadeh Dashti
- Department of Pathology, Microbiology and Immunology, Medical Center North C3322, Vanderbilt University Medical Center, 1161 21st Ave South, Nashville, TN, 37212, USA
| | - Justin Merrill Marken Cates
- Department of Pathology, Microbiology and Immunology, Medical Center North C3322, Vanderbilt University Medical Center, 1161 21st Ave South, Nashville, TN, 37212, USA.
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7
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Lim KT. Current surgical management of duodenal gastrointestinal stromal tumors. World J Gastrointest Surg 2021; 13:1166-1179. [DOI: https:/doi.org/10.4240/wjgs.v13.i10.1166] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 09/24/2023] Open
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8
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Lim KT. Current surgical management of duodenal gastrointestinal stromal tumors. World J Gastrointest Surg 2021; 13:1166-1179. [PMID: 34754385 PMCID: PMC8554720 DOI: 10.4240/wjgs.v13.i10.1166] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/09/2021] [Revised: 06/30/2021] [Accepted: 08/09/2021] [Indexed: 02/06/2023] Open
Abstract
Duodenal gastrointestinal stromal tumors (D-GISTs) are uncommon mesenchymal tumors and are managed differently to common duodenal epithelial tumors. They may pose surgical challenges due to their unique but complex pancreaticoduodenal location of the gastrointestinal tract near the ampulla of Vater, pancreas, mesenteric blood vessels, biliary and pancreatic ducts. The surgical management of D-GISTs can be performed safely with good oncological outcomes provided an adequate resection margin can be achieved. The current surgical options of resectable primary D-GISTs varies with increasing complexity depending on the location, size and involvement of surrounding structures such as wedge resection with primary closure, segmental resection with small bowel anastomosis or radical pancreaticoduodenectomy. Laparoscopic approaches have been shown to be feasible and safe with good oncological outcomes in experienced hands. The minimally invasive techniques including robotic-assisted approach will likely increase in the future. D-GISTs have a prognosis comparable to gastric and other small bowel GISTs. However, the heterogeneity of different studies and the limited use of systemic tyrosine kinase inhibitor in the neoadjuvant and adjuvant settings may influence the overall survival of resected D-GISTs. The use of limited resection when condition allows is recommended due to lower surgical morbidity, less postoperative complications and better oncologic outcomes.
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Affiliation(s)
- Kheng Tian Lim
- Department of Surgery, Khoo Teck Puat Hospital, Singapore 768828, Singapore
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9
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Ling JY, Ding MM, Yang ZF, Zhao YD, Xie XY, Shi LS, Wang HM, Cao WT, Zhang JW, Hu HB, Cai Y, Wang H, Deng YH. Comparison of outcomes between neoadjuvant imatinib and upfront surgery in patients with localized rectal GIST: An inverse probability of treatment weighting analysis. J Surg Oncol 2021; 124:1442-1450. [PMID: 34494280 DOI: 10.1002/jso.26664] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/18/2021] [Revised: 08/26/2021] [Accepted: 08/28/2021] [Indexed: 01/09/2023]
Abstract
BACKGROUND AND OBJECTIVES This study aimed to compare outcomes between neoadjuvant imatinib and upfront surgery in patients with localized rectal gastrointestinal stromal tumors (GIST) patients. METHODS Eighty-five patients with localized rectal GIST were divided into two groups: upfront surgery ± adjuvant imatinib (Group A, n = 33) and the neoadjuvant imatinib + surgery + adjuvant imatinib (Group B, n = 52). Baseline characteristics between groups were controlled for with inverse probability of treatment weighting (IPTW) adjusted analysis. RESULTS The response rate to neoadjuvant imatinib was 65.9%. After the IPTW-adjusted analysis, patients who underwent neoadjuvant therapy had better distant recurrence-free survival (DRFS) and disease-specific survival (DSS) compared with those who underwent upfront surgery (5-year DRFS 97.8 vs. 71.9%, hazard ratio [HR], 0.15; 95% CI, 0.03-0.87; p = 0.03; 5-year DSS 100 vs. 77.1%; HR, 0.11; 95% CI, 0.01-0.92; p = 0.04). While no significant association was found between overall survival (OS) and treatment groups (p = 0.07), 5-year OS was higher for the neoadjuvant group than upfront surgery group (97.8% vs. 71.9%; HR, 0.2; 95% CI, 0.03-1.15). CONCLUSIONS In patients with localized rectal GIST, neoadjuvant imatinib not only shrunk the tumor size but also decreased the risk of metastasis and tumor-related deaths when compared to upfront surgery and adjuvant imatinib alone.
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Affiliation(s)
- Jia-Yu Ling
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Miao-Miao Ding
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Zi-Feng Yang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yan-Dong Zhao
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Department of Pathology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Xiao-Yu Xie
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Li-Shuo Shi
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Center for Clinical Research, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Huai-Ming Wang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Wu-Teng Cao
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Department of Radiology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Jian-Wei Zhang
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Hua-Bin Hu
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Yue Cai
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
| | - Hui Wang
- Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China.,Department of Colorectal Surgery, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Yan-Hong Deng
- Department of Medical Oncology, The Sixth Affiliated Hospital, Sun Yat-sen University, Guangzhou, China.,Guangdong Provincial Key Laboratory of Colorectal and Pelvic Floor Diseases, Guangzhou, China
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10
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Fernández JA, Ferreras D, Ruiz-Manzanera JJ, Olivares V, Ferri B, Frutos MD, Martínez J. Characteristics and prognosis of jejunoileal gastrointestinal stromal tumours (GISTs) in the era of imatinib: a comparative study with gastric GISTs. Clin Transl Oncol 2021; 23:1368-1376. [PMID: 33515420 DOI: 10.1007/s12094-020-02528-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/31/2020] [Accepted: 11/18/2020] [Indexed: 11/25/2022]
Abstract
BACKGROUND Gastrointestinal stromal tumours (GISTs) located in the jejunum or ileum (JI-GIST) are considered worse prognosis compared to those of gastric (G-GIST) location. It has been suggested that this dogma should be revised. The aim of this study was to describe the characteristics of jejunoileal GISTs and its prognosis and to compare them with G-GISTs in the era of imatinib. METHODS We retrospectively reviewed the clinical histories of all the patients diagnosed with GISTs between January 2000 and November 2016: Clinical and pathological data, as recurrence, metastatic state, disease-free survival (DFS) as well as overall survival (OS) rates of patients were reviewed. RESULTS JI-GIST patients comprise 29 cases (37.7%). Compared to G-GIST, JI-GIST patients had undergone emergency surgery more frequently (37.9% vs. 10.4%, p = 0.007). According to the NIH-Fletcher classification, the low or very-low risk group represents 17.2% of JI-GISTs as opposed to 37.6% of G-GISTs (p < 0.005). When the AFIP-Miettinen system was used the low or very-low group represented 17.2% of JI-GISTs vs. 58.4% in the G-GISTs group (p < 0.001). Both local recurrence (24.1% vs. 12.5%, p < 0.05) and metastatic rate (34.5% vs. 22.9%, p < 0.05) were higher in the JI-GIST group than in G-GIST. 5- and 10-year DFS and 10-year OS rate were lower for JI-GIST (54.5% and 39.6% vs. 77.2% and 60.8%, and 57.9% vs. 65%, respectively, p < 0.05). CONCLUSIONS The observed differences between both groups in DFS and OS rates at long term could be attributed to the effect of imatinib.
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Affiliation(s)
- J A Fernández
- Digestive Surgery Department, Sarcoma Unit, "Virgen de La Arrixaca" University Hospital, Crta. Madrid Cartagena S/N, 30500, Murcia, Spain.
| | - D Ferreras
- Digestive Surgery Department, Sarcoma Unit, "Virgen de La Arrixaca" University Hospital, Crta. Madrid Cartagena S/N, 30500, Murcia, Spain
| | - J J Ruiz-Manzanera
- Digestive Surgery Department, Sarcoma Unit, "Virgen de La Arrixaca" University Hospital, Crta. Madrid Cartagena S/N, 30500, Murcia, Spain
| | - V Olivares
- Digestive Surgery Department, Sarcoma Unit, "Virgen de La Arrixaca" University Hospital, Crta. Madrid Cartagena S/N, 30500, Murcia, Spain
| | - B Ferri
- Pathology Department, "Virgen de La Arrixaca" University Hospital, Murcia, Spain
| | - M D Frutos
- Digestive Surgery Department, Sarcoma Unit, "Virgen de La Arrixaca" University Hospital, Crta. Madrid Cartagena S/N, 30500, Murcia, Spain
| | - J Martínez
- Oncology Department, "Virgen de La Arrixaca" University Hospital, Murcia, Spain
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11
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Zhou G, Xiao K, Gong G, Wu J, Zhang Y, Liu X, Jiang Z, Ma C. A novel nomogram for predicting liver metastasis in patients with gastrointestinal stromal tumor: a SEER-based study. BMC Surg 2020; 20:298. [PMID: 33238982 PMCID: PMC7689971 DOI: 10.1186/s12893-020-00969-4] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2020] [Accepted: 11/17/2020] [Indexed: 02/07/2023] Open
Abstract
Background Liver metastasis (LIM) of gastrointestinal stromal tumor (GIST) is associated with poor prognosis. The present study aimed at developing and validating nomogram to predict LIM in patients with GIST, thus helping clinical diagnosis and treatment. Methods The data of GIST patients derived from Surveillance, Epidemiology, and End Results (SEER) database from 2010 to 2016, which were then screened by univariate and multivariate logistic regression for the construction of LIM nomogram. The model discrimination of LIM nomogram was evaluated by concordance index (C-index) and calibration plots, while the predictive accuracy and clinical values were measured by decision curve analysis (DCA) and clinical impact plot. Furthermore, we validated predictive nomogram in the internal testing set. Results A total of 3797 patients were enrolled and divided randomly into training and validating groups in a 3-to-1 ratio. After logistic regression, the significant variables were sex, tumor location, tumor size, N stage and mitotic rate. The calibration curves showed the perfect agreement between nomogram predictions and actual observations, while the DCA and clinical impact plot showed the clinical utility of LIM nomogram. C-index of the nomogram was 0.812. What’s more, receiver operating characteristic curves (ROC) also showed good discrimination and calibration in the training set (AUC = 0.794, 95% CI 0.778–0.808) and the testing set (AUC = 0.775, 95% CI 0.748–0.802). Conclusion The nomogram for patients with GIST can effectively predict the individualized risk of liver metastasis and provide insightful information to clinicians to optimize therapeutic regimens.
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Affiliation(s)
- Guowei Zhou
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China
| | - Keshuai Xiao
- Department of General Surgery, Xinyang Central Hospital, Xin Yang, 464000, Henan Province, China
| | - Guanwen Gong
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China.
| | - Jiabao Wu
- Department of Pediatrics, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China
| | - Ya Zhang
- Department of Gynecology, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China
| | - Xinxin Liu
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China
| | - Zhiwei Jiang
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China
| | - Chaoqun Ma
- Department of General Surgery, Jiangsu Province Hospital of Chinese Medicine, Affiliated Hospital of Nanjing University of Chinese Medicine, Nanjing, 210029, Jiangsu Province, China.
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Romain B, Delhorme JB, Manceau G, Lefevre JH, Tresallet C, Mariani P, Iannelli A, Rouanet P, Piessen G, Brigand C. Is nonanatomic rectal resection a valid therapeutic option for rectal gastrointestinal stromal tumors? A proposed decision algorithm. J Surg Oncol 2020; 122:1639-1646. [PMID: 33184896 DOI: 10.1002/jso.26215] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 08/26/2020] [Accepted: 09/01/2020] [Indexed: 11/05/2022]
Abstract
BACKGROUND AND OBJECTIVES The best surgical approach to rectal gastrointestinal stromal tumors (GISTs) is still debated, and both nonanatomic rectal resection (NARR) and anatomic rectal resection (ARR) are applied. The aim of this study was to evaluate the feasibility and oncological outcomes of NARR and ARR for rectal GISTs (R-GISTs). METHODS Through a large French multicentre retrospective study, 35 patients were treated for R-GIST between 2001 and 2013. Patients who underwent NARR and ARR were compared. RESULTS There were 23 (65.7%) patients in group ARR and 12 (34.3%) in group NARR. Significantly more patients in the group with ARR had a neoadjuvant treatment (86%) with tyrosine kinase inhibitor (TKI) (imatinib) compared to those with NARR (25%) (p < .01). The median preoperative tumor size was significantly different between the groups without and with neoadjuvant TKI: 30 ± 23 mm versus 64 ± 44.4 mm, respectively (p < .001). Overall postoperative morbidity was 20% (n = 7) (26% for ARR vs. 8% for NARR; p = .4). After a median follow-up of 60.2 (3.2-164.3) months, the 5-year disease-free survival rates were 79.5% (confidence interval [CI] 95%: 54-100) for the NARR group and 68% (CI 95%: 46.4-89.7) for the ARR group (p = .697), respectively. CONCLUSION The use of NARR for small R-GIST's does not seem to impair the oncological prognosis.
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Affiliation(s)
- Benoit Romain
- Department of Digestive Surgery, Strasbourg University, Strasbourg, France
| | | | - Gilles Manceau
- Department of Digestive Surgery, Hôpital Pitié-Salpêtrière, Paris, France
| | | | | | - Pascale Mariani
- Department of Digestive Surgery, Institut Curie, Paris, France
| | - Antonio Iannelli
- Department of Digestive Surgery, Hôpital Archet 2 CHU de Nice, France
| | - Philippe Rouanet
- Department of Digestive Surgery, CLCC Val D'Aurelle, Montpellier, France
| | - Guillaume Piessen
- Department of Digestive and Oncological Surgery, Claude Huriez University Hospital, Université de Lille, Lille, France
| | - Cécile Brigand
- Department of Digestive Surgery, Strasbourg University, Strasbourg, France
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Identification of low-density lipoprotein receptor class A domain containing 4 (LDLRAD4) as a prognostic indicator in primary gastrointestinal stromal tumors. Curr Probl Cancer 2020; 44:100593. [PMID: 32507364 DOI: 10.1016/j.currproblcancer.2020.100593] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2019] [Revised: 02/11/2020] [Accepted: 04/23/2020] [Indexed: 12/23/2022]
Abstract
BACKGROUND There is an urgent clinical need to select the patients with resectable gastrointestinal stromal tumors (GISTs) who can benefit from adjuvant treatment after complete resection based on disease recurrence risk stratification. We hypothesized that integrating biomarkers into available risk assessment tools may improve the precision of GIST prognostic predictions. METHODS Candidate genes that may cause GIST progression were identified using the Gene Expression Omnibus dataset GSE20708. Quantitative Real-time was used to confirm the prognostic value of the candidate genes for recurrence-free survival (RFS) in a cohort of 94 patients. RESULTS Thirty-seven differentially expressed genes between localized tumors and metastatic primary tumors were found; 14 (37.8%) were upregulated and 23 (62.2%) were downregulated in the latter tumors. Low-density lipoprotein receptor class A domain containing 4 (LDLRAD4) was selected for further prognostic analysis. Although LDLRAD4 mRNA expression was not associated with recurrence risk grades as determined by the revised NIH consensus criteria, multivariate Cox regression analysis showed that LDLRAD4 expression (hazard ratio [HR] = 4.403, 95% confidence interval [CI]: 1.822-10.641, P = 0.001), tumor size (HR = 1.174, 95% CI: 1.027-1.342, P = 0.019) and tumor location (HR = 6.291, 95% CI: 1.128-35.080, P = 0.036) were independent prognostic factors for RFS in patients with resectable GISTs. Moreover, the RFS model constructed by these three factors may effectively predict GIST prognosis within the first 2 postsurgical years. CONCLUSION Our study identifies LDLRAD4 as a suitable prognostic marker for GISTs. The integration of biomarkers into risk assessment tools may improve the precision of GIST prognostic predictions.
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14
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Peng F, Liu Y. Gastrointestinal Stromal Tumors of the Small Intestine: Progress in Diagnosis and Treatment Research. Cancer Manag Res 2020; 12:3877-3889. [PMID: 32547224 PMCID: PMC7261658 DOI: 10.2147/cmar.s238227] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Accepted: 04/17/2020] [Indexed: 12/12/2022] Open
Abstract
In recent years, the diagnosis and treatment of gastrointestinal stromal tumors (GISTs) of the small intestine have been a hot topic due to their rarity and non-specific clinical manifestations. With the development of gene and imaging technology, surgery, and molecular targeted drugs, the diagnosis and treatment of GISTs have achieved great success. For a long time, radical resection was prioritized to treat GISTs of the small intestine. At present, preoperative tumor staging is a novel treatment for unresectable malignant tumors. In addition, karyokinesis exponent is the sole independent predictor of progression-free survival of GISTs. The DNA, miRNA, and protein of exosomes have also been found to be biomarkers with prognostic implications. The research on the treatment of GISTs has become a focus in the era of precision medicine, ushering in the use of standardized, normalized, and individualized treatment.
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Affiliation(s)
- Fangxing Peng
- Gastrointestinal Surgery, No. 2 Affiliated Hospital of North Sichuan Medical College, Mianyang, Sichuan Province 621000, People's Republic of China.,Gastrointestinal Surgery, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan Province 621000, People's Republic of China
| | - Yao Liu
- Gastrointestinal Surgery, No. 2 Affiliated Hospital of North Sichuan Medical College, Mianyang, Sichuan Province 621000, People's Republic of China.,Gastrointestinal Surgery, Sichuan Mianyang 404 Hospital, Mianyang, Sichuan Province 621000, People's Republic of China
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16
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Comparative clinical features and short-term outcomes of gastric and small intestinal gastrointestinal stromal tumours: a retrospective study. Sci Rep 2019; 9:10033. [PMID: 31296939 PMCID: PMC6624285 DOI: 10.1038/s41598-019-46520-1] [Citation(s) in RCA: 15] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Accepted: 06/27/2019] [Indexed: 12/14/2022] Open
Abstract
Gastrointestinal stromal tumours (GISTs) are the most common mesenchymal tumours of the gastrointestinal tract. Recent research has shown that small intestinal GISTs exhibit more aggressive features than gastric GISTs. To compare the clinical features of gastric and small intestinal GISTs for the further prediction of different prognoses, we conducted a retrospective study. 43 patients in the small intestine group and 97 in the gastric group were collected between January 2016 and December 2017. Data on demographics, preoperative lab results, clinicopathological results and surgical management were compared between groups. Significant elements were subsequently included in logistic regression analysis for further identification. The Kaplan-Meier method and log-rank test were used to calculate the relapse-free survival (RFS) rate and cumulative survival rate. Univariable analysis demonstrated that underlying disease, gastrointestinal (GI) bleeding, lymphocyte count, haemoglobin (Hb), albumin (ALB), platelet-to-lymphocyte ratio (PLR), thrombin time (TT), National Institutes of Health (NIH) category, Dog1, surgical procedure types and postoperative hospitalization were different between the two groups. Among these factors, logistic regression analysis identified that patients in small intestinal group exhibited significantly higher GI bleeding rate (p = 0.022), NIH category (p = 0.031), longer postoperative hospitalization time (p = 0.001) with lower TT value (p = 0.030) than those in gastric group. The log-rank test indicated that the location of the GIST (p = 0.022), GIST with GI bleeding (p = 0.027) and NIH category (p = 0.031) were independent prognostic predictors for poor outcome regarding RFS. Regarding cumulative survival, only the location of the GIST (p = 0.027) was an independent prognostic predictor for poor outcome. Thus, we concluded that small intestine GISTs were associated with lower TT, recurrent GI bleeding, advanced NIH category and extended postoperative hospitalization. Nevertheless, future multicentre prospective study are expected to validate our results.
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17
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Zhao B, Zhang J, Mei D, Zhang J, Luo R, Xu H, Huang B. The assessment of different risk classification systems for gastrointestinal stromal tumors (GISTs): the analytic results from the SEER database. Scand J Gastroenterol 2019; 53:1319-1327. [PMID: 30353759 DOI: 10.1080/00365521.2018.1515319] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/04/2023]
Abstract
BACKGROUND Although various risk classification systems for GISTs have been proposed, the optimum one remains uncertain. In the present study, we compared the prognostic stratification of different risk classification systems for GIST patients. METHODS We reviewed those patients who were pathologically diagnosed with GISTs in the SEER database between 2009 and 2014. All patients were classified into different risk groups according to the NIH criteria, AFIP criteria and AJCC staging system, respectively. The prognostic differences between different risk groups were compared and clinicopathologic features were analyzed. RESULTS The prognosis of small intestinal GISTs was not significantly different from that of gastric GISTs. For gastric GIST patients, there was no significant prognostic difference between very low risk and low risk group according to the NIH and AFIP criteria. However, the prognostic stratification for two groups could be improved by the AJCC staging system. For small intestinal GIST patients, the prognostic difference between low risk and intermediate risk group was not stratified properly by the NIH and AFIP criteria. However, the prognostic difference between two groups could reach statistical significance according to the AJCC staging system. Unlike gastric GISTs, tumor size was not identified as an independent factor influencing the prognosis of small intestinal GISTs. CONCLUSIONS The AJCC staging system could provide a better prognostic stratification for GIST patients compared with the NIH and AFIP criteria, regardless of gastric or small intestinal tumor. However, primary tumor location and tumor size may be reconsidered and revised in the risk classification system.
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Affiliation(s)
- Bochao Zhao
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Jingting Zhang
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Di Mei
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Jiale Zhang
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Rui Luo
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Huimian Xu
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
| | - Baojun Huang
- a Department of Surgical Oncology , First Affiliated Hospital of China Medical University , Shenyang , P.R. China
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18
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Colonic Gastrointestinal Stromal Tumor: A Population-Based Analysis of Incidence and Survival. Gastroenterol Res Pract 2019; 2019:3849850. [PMID: 31097960 PMCID: PMC6487105 DOI: 10.1155/2019/3849850] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/23/2018] [Revised: 02/08/2019] [Accepted: 02/24/2019] [Indexed: 01/04/2023] Open
Abstract
Objectives The incidence of gastrointestinal stromal tumors (GISTs) located in the colon is rare. Current studies mainly focus on case reports for colonic GISTs. Therefore, a population-based analysis was useful to guide the clinical treatment strategy. Methods The patients were selected from 2000 to 2015 based on Surveillance, Epidemiology, and End Results (SEER) database. Patients' demographics, tumor characteristics, incidence, treatment, and survival were retrieved for analysis. Results 249 cases of colonic GISTs were collected. The male-female ratio was close to 1 : 1 (male 51.41%, female 48.59%). Most cases were Caucasians (70.28%), and African Americans accounted for 19.68%. Age of diagnosis ranged from 21 to 93 years with a median (mean) age of 67.5 (65.56). The incidence was rare, only 0.018 per 100,000. It had an annual percentage change (APC = -0.7728) without statistical significance (P = 0.5127) while the incidence of other GISTs increased from 2000 to 2015, with an annual percentage change of 3.9% (P = 0.0001). Surgery was associated with better prognosis whereas chemotherapy did not impact the survival rate. Conclusion Colonic GIST is a rare solid tumor, and the incidence is stable. The entity has a poorer prognosis than other GISTs. Surgery improved the survival rate, while chemotherapy did not.
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Boonstra PA, Steeghs N, Farag S, van Coevorden F, Gelderblom H, Grunhagen DJ, Desar IME, van der Graaf WTA, Bonenkamp JJ, Reyners AKL, van Etten B. Surgical and medical management of small bowel gastrointestinal stromal tumors: A report of the Dutch GIST registry. Eur J Surg Oncol 2018; 45:410-415. [PMID: 30416078 DOI: 10.1016/j.ejso.2018.09.013] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2018] [Revised: 09/11/2018] [Accepted: 09/17/2018] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND A cohort of 201 patients with small bowel gastrointestinal stromal tumors (GIST) treated between January 1st, 2009 and December 31st, 2016 in five GIST expertise centers in the Netherlands was analyzed. Goal of this study was to describe the clinical, surgical and pathological characteristics of this rare subpopulation of GIST patients, registered in the Dutch GIST registry. METHODS Clinical outcomes and risk factors of patients with small bowel GIST who underwent surgery or treated with systemic therapy were analyzed. A classification was made based on disease status at diagnosis (localized vs. metastasized). RESULTS 201 patients with small bowel GIST were registered of which 138 patients (69%) were diagnosed with localized disease and 63 patients (31%) with metastatic disease. Approximately 19% of the patients had emergency surgery, and in 22% GIST was an accidental finding. In patients with high risk localized disease, recurrence occurred less often in patients who received adjuvant treatment (4/32) compared to patients who did not (20/31, p < 0.01). Disease progression during palliative imatinib treatment occurred in 23 patients (28%) after a median of 20.7 (range 1.8-47.1) months. Ongoing response was established in 52/82 patients on first line palliative treatment with imatinib after a median treatment time of 30.6 (range 2.5-155.3) months. CONCLUSION Patients with small-bowel GIST more frequently present with metastatic disease when compared to patients with gastric GIST in literature. We advocate for Prospective registration of these patients and investigate the use of surgery in patients with limited metastatic disease.
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Affiliation(s)
- P A Boonstra
- University of Groningen, University Medical Center Groningen, Department of Medical Oncology, Hanzeplein 1, 9713, GZ, Groningen, the Netherlands
| | - N Steeghs
- Netherlands Cancer Institute, Antoni van Leeuwenhoek, Department of Medical Oncology, Plesmanlaan 121, 1066, CX, Amsterdam, the Netherlands
| | - S Farag
- Netherlands Cancer Institute, Antoni van Leeuwenhoek, Department of Medical Oncology, Plesmanlaan 121, 1066, CX, Amsterdam, the Netherlands
| | - F van Coevorden
- Netherlands Cancer Institute, Antoni van Leeuwenhoek, Department of Surgical Oncology, Plesmanlaan 121, 1066, CX, Amsterdam, the Netherlands
| | - H Gelderblom
- Leiden University Medical Center, Department of Medical Oncology, P.O. Box 9600, 2300, RC, Leiden, the Netherlands
| | - D J Grunhagen
- Erasmus MC - Cancer Institute, Department of Surgical Oncology, s Gravendijkwal 230, 3015, CE, Rotterdam, the Netherlands
| | - I M E Desar
- Radboud University Medical Center, Department of Medical Oncology, P.O. Box 9101, 6500, HB, Nijmegen, the Netherlands
| | - W T A van der Graaf
- Radboud University Medical Center, Department of Medical Oncology, P.O. Box 9101, 6500, HB, Nijmegen, the Netherlands
| | - J J Bonenkamp
- Radboud University Medical Center, Department of Surgical Oncology, P.O. Box 9101, 6500, HB, Nijmegen, the Netherlands
| | - A K L Reyners
- University of Groningen, University Medical Center Groningen, Department of Medical Oncology, Hanzeplein 1, 9713, GZ, Groningen, the Netherlands
| | - B van Etten
- University of Groningen, University Medical Center Groningen, Department of Surgical Oncology, Hanzeplein 1, 9713, GZ, Groningen, the Netherlands.
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Popivanov G, Tabakov M, Mantese G, Cirocchi R, Piccinini I, D'Andrea V, Covarelli P, Boselli C, Barberini F, Tabola R, Pietro U, Cavaliere D. Surgical treatment of gastrointestinal stromal tumors of the duodenum: a literature review. Transl Gastroenterol Hepatol 2018; 3:71. [PMID: 30363779 DOI: 10.21037/tgh.2018.09.04] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/25/2018] [Accepted: 09/04/2018] [Indexed: 01/10/2023] Open
Abstract
Background Gastrointestinal stromal tumors (GIST) are the most frequent mesenchymal tumours in the digestive tract. The duodenal GIST (dGIST) is the rarest subtype, representing only 4-5% of all GIST, but up to 21% of the resected ones. The diagnostic and therapeutic management of dGIST may be difficult due to the rarity of this tumor, its anatomical location, and the clinical behavior that often mimic a variety of conditions; moreover, there is lack of consent for their treatment. This study has evaluated the scientific literature to provide consensus on the diagnosis of dGIST and to outline possible options for surgical treatment. Methods An extensive research has been carried out on the electronic databases MEDLINE, Scopus, EMBASE and Cochrane to identify all clinical trials that report an event or case series of dGIST. Results Eighty-six studies that met the inclusion criteria were identified with five hundred forty-nine patients with dGIST: twenty-seven patients were treated with pancreatoduodenectomy and ninety-six with only local resection (segmental/wedge resections); in four hundred twenty-six patients it is not possible identify the type of treatment performed (pancreatoduodenectomy or segmental/wedge resections). Conclusions dGISTs are a very rare subset of GISTs. They may be asymptomatic or may involve symptoms of upper GI bleeding and abdominal pain at presentation. Because of the misleading clinical presentation the differential diagnosis may be difficult. Tumours smaller than 2 cm have a low biological aggressiveness and can be followed annually by endoscopic ultrasound. The biggest ones should undergo radical surgical resection (R0). In dGIST there is no uniformly adopted surgical strategy because of the low incidence, lack of experience, and the complex anatomy of the duodenum. Therefore, individually tailored surgical approach is recommended. R0 resection with 1-2 cm clear margin is required. Lymph node dissection is not recommended due to the low incidence of lymphatic metastases. Tumor rupture should be avoided.
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Affiliation(s)
- Georgi Popivanov
- Military Medical Academy, Clinic of Endoscopic, Endocrine surgery and Coloproctology, Sofia, Bulgaria
| | - Mihail Tabakov
- University Hospital Sv. Ivan Rilski, Surgical Clinic, Sofia, Bulgaria
| | - George Mantese
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Roberto Cirocchi
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Irene Piccinini
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Vito D'Andrea
- Department of Surgical and Biomedical Sciences, University of Perugia, Italy
| | - Piero Covarelli
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Carlo Boselli
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Francesco Barberini
- Department of Surgical Sciences, The University of Rome "La Sapienza", Rome, Italy
| | - Renata Tabola
- Department and Clinic of Gastrointestinal and General Surgery, Wroclaw Medical University, Wroclaw, Poland
| | - Ursi Pietro
- Department of Surgical and Biomedical Sciences, University of Perugia, Italy
| | - Davide Cavaliere
- General Surgery and Surgical Oncology, Morgagni-Pierantoni Hospital, Forlì, Italy
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Giuliano K, Ejaz A, Reames BN, Choi W, Sham J, Gage M, Johnston FM, Ahuja N. Comparing the long-term outcomes among patients with stomach and small intestine gastrointestinal stromal tumors: An analysis of the National Cancer Database. J Surg Oncol 2018; 118:486-492. [PMID: 30129672 DOI: 10.1002/jso.25172] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2018] [Accepted: 07/01/2018] [Indexed: 12/17/2022]
Abstract
BACKGROUND AND OBJECTIVES Gastrointestinal stromal tumors (GIST) are the most common sarcoma arising from the gastrointestinal tract. Data regrading long-term prognosis based on tumor location (stomach vs small intestine) are mixed, so we aimed to analyze their outcomes using a large national oncology database. METHODS The National Cancer Database was queried for cases of stomach and small intestine GIST between the years 2004 and 2014. Survival analysis was performed using the Kaplan-Meier method, and factors related to survival were compared using the Cox proportional hazards model. RESULTS Of 18 900 total patients, those with small intestine GIST had larger median tumor size (6.2 cm; interquartile range [IQR], 3.8 to 10.0 vs stomach: 5.0 cm; IQR, 3.0 to 9.0; P < 0.001) and a higher incidence of tumors with ≥5 mitoses/50 HPF (29.3% vs stomach: 24.2%; P < 0.001). Unadjusted median overall survival (OS) was longer for patients with stomach GIST (10.3 years) as compared to small intestine GIST (9.4 years) (P = 0.01). After controlling for patient and tumor-related factors, however, OS did not differ between stomach and small intestine GIST (hazard ratio, 1.19; 95% confidence interval, 0.88 to 1.61; P = 0.26). CONCLUSIONS Patients with small intestine GIST more commonly have larger, high mitotic rate tumors, but despite these worse prognostic features, tumor location did not independently impact OS.
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Affiliation(s)
- Katherine Giuliano
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Aslam Ejaz
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Bradley N Reames
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - WonSeok Choi
- George Washington University School of Medicine & Health Sciences, Washington, District of Columbia
| | - Jonathan Sham
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Michele Gage
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Fabian M Johnston
- Department of Surgery, The Johns Hopkins University School of Medicine, Baltimore, Maryland
| | - Nita Ahuja
- Department of Surgery, Yale School of Medicine, New Haven, Connecticut
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Feng F, Wang F, Wang Q, Zheng G, Xu G, Liu S, Liu Z, Guo M, Lian X, Zhang H. Clinicopathological Features and Prognosis of Gastrointestinal Stromal Tumor Located in the Jejunum and Ileum. Dig Surg 2018; 36:153-157. [PMID: 29698938 DOI: 10.1159/000487147] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/03/2017] [Accepted: 01/24/2018] [Indexed: 12/18/2022]
Abstract
BACKGROUND Data about the clinicopathological features and prognosis of gastrointestinal stromal tumors (GISTs) located in jejunum and ileum are lacking. The present study aims to investigate the features and prognosis of jejunal and ileal GISTs based on the Surveillance, Epidemiology, and End Results (SEER) database. PATIENTS AND METHODS Cases of jejunal and ileal GISTs were extracted from SEER database. Clinicopathological characteristics and survival data of patients were recorded. The clinicopathological features and prognosis of patients were analyzed. RESULTS There were 399 male (56.8%) and 303 female (43.2%). The median age was 60 years (17-96). Four hundred and seventy-two tumors were located in the jejunum (67.2%) and 230 tumors in the ileum (32.8%). The median tumor size was 7.0 cm (0.5-90). The 5-, 10-, and 20-year disease specific survival (DSS) was 84.4, 71.2, and 54.2% respectively. Clinicopathological features were comparable between tumors located in the jejunum and ileum (all p > 0.05) except gender and tumor size (both p < 0.05). Jejunal GISTs, rather than ileal GISTs (p = 0.043), were commonly found in the males. The tumor size of jejunal GISTs was smaller than that of ileal GISTs (p = 0.010). The DSS of jejunal GISTs was comparable to that of ileal GISTs (p = 0.269). CONCLUSIONS Jejunal GISTs were more common than ileal GISTs. The prognosis was comparable between jejunal and ileal GISTs.
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Affiliation(s)
- Fan Feng
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Fei Wang
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China.,Department of General Surgery, No. 534 Hospital of PLA, Luoyang, China
| | - Qiao Wang
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China.,Department of General Surgery, No. 91 Central Hospital of PLA, Jiaozuo, China
| | - Gaozan Zheng
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Guanghui Xu
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Shushang Liu
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Zhen Liu
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Man Guo
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Xiao Lian
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an, China
| | - Hongwei Zhang
- Division of Digestive Surgery, Xijing Hospital of Digestive Diseases, Fourth Military Medical University, Xi'an,
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Oweira H, Schmidt J, Mehrabi A, Kulaksiz H, Schneider P, Schöb O, Giryes A, Abdel-Rahman O. Comparison of three prognostic models for predicting cancer-specific survival among patients with gastrointestinal stromal tumors. Future Oncol 2018; 14:379-389. [PMID: 29318911 DOI: 10.2217/fon-2017-0450] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
AIM To evaluate the predictive value for cancer-specific survival of the models of the American Joint Committee on Cancer (AJCC) stage, NIH and Armed Forces Institute of Pathology (AFIP) among patients with gastrointestinal stromal tumors (GISTs). METHODS Surveillance, Epidemiology and End Results database (2010-2014) was accessed. Overall survival analysis and adjusted cancer-specific Cox regression hazard was calculated. RESULTS For gastric GISTs, concordance-index according to AJCC was 0.834; according to NIH was 0.833; according to AFIP was 0.836. Concordance-index for nongastric GISTs according to AJCC was 0.800, according to NIH was 0.801 and according to AFIP was 0.799. CONCLUSION The performance of the three models is comparable with regards to cancer-specific survival prediction.
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Affiliation(s)
- Hani Oweira
- Oncology Department, Swiss Cancer Institute, Cham, Switzerland.,Department of General, Visceral & Transplant Surgery, University of Heidelberg, Heidelberg, Germany
| | - Jan Schmidt
- Surgery Section, Surgical Center Zurich - Hirslanden Hospital Zurich, Switzerland
| | - Arianeb Mehrabi
- Department of General, Visceral & Transplant Surgery, University of Heidelberg, Heidelberg, Germany
| | - Hasan Kulaksiz
- Gastroenterology Section, Gastrointestinal Tumor Center Zurich (GITZ), Zurich, Switzerland
| | - Paul Schneider
- Surgery Section, Surgical Center Zurich - Hirslanden Hospital Zurich, Switzerland
| | - Othmar Schöb
- Surgery Section, Surgical Center Zurich - Hirslanden Hospital Zurich, Switzerland
| | - Anwar Giryes
- Oncology Department, Swiss Cancer Institute, Cham, Switzerland
| | - Omar Abdel-Rahman
- Clinical Oncology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt
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Prognostic role of the primary tumour site in patients with operable small intestine and gastrointestinal stromal tumours: a large population-based analysis. Oncotarget 2017; 9:8147-8154. [PMID: 29487722 PMCID: PMC5814289 DOI: 10.18632/oncotarget.23692] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2017] [Accepted: 11/23/2017] [Indexed: 12/12/2022] Open
Abstract
The postoperative recurrence risk of gastrointestinal stromal tumour (GIST) should be estimated when considering adjuvant systemic therapy. Previous studies in the literature have suggested that small intestinal GISTs are more aggressive than gastric GISTs. We assessed the prognostic role of the primary tumour site in patients with operable GIST to compare the outcomes of gastric and small intestinal GISTs over a decade of treatment. The Surveillance, Epidemiology, and End Results (SEER) database was queried for cases of gastric and small intestinal GISTs between 2004 and 2014 using the GIST-specific histology code (ICD-O-3 code 8936), and only patients with tissues sampled by surgical resection were selected for this study. Cancer-specific survival (CSS) and overall survival (OS) were compared between small intestinal and gastric GISTs using Cox regression analyses. GISTs were located in the stomach (n = 2594, 65%), duodenum (n = 228, 6%), and jejunum/ileum (n = 1176, 29%). The OS and CSS of patients with GISTs in the duodenum and jejunum/ileum were similar to those of patients with gastric GISTs in Cox regression analyses, except for the CSS of patients with tumour sizes 2.1-5 cm in diameter and ≤ 5 mitoses per 50 HPFs (HR 1.657; 95% CI 1.062-2.587, p = 0.026). Tumours sizes 2.1–5 cm in diameter and > 5 mitoses per 50 HPFs (HR 4.627; 95% CI 1.035-20.67, p = 0.045) in jejunal/ileal GIST locations had significantly worse CSS than did those in gastric GIST locations. In this large nationwide study, the primary tumour site was not an independent prognostic factor in patients with operable small intestinal and gastric GISTs.
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