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Stage IV Gastro-Entero-Pancreatic Neuroendocrine Neoplasms: A Risk Score to Predict Clinical Outcome
- Source :
- The Oncologist. 22:409-415
- Publication Year :
- 2017
- Publisher :
- Oxford University Press (OUP), 2017.
-
Abstract
- Background Several risk factors predict clinical outcome in gastro-entero-pancreatic neuroendocrine neoplasms (GEP-NENs); however, the impact of their combination has not been investigated so far. Patients and Methods A retrospective analysis of stage IV GEP-NENs was performed. Multivariate analysis for progression of disease (PD) was performed by Cox proportional hazards method to obtain a risk score. Area under the curve obtained by receiver operating characteristic analysis was used to assess the score performance. Progression-free survival analysis was performed by Kaplan-Meier method. Results Two hundred eighty-three stage IV GEP-NENs were evaluated, including 93 grade 1 neuroendocrine tumors (32.9%), 153 grade 2 neuroendocrine tumors (54%), and 37 grade 3 neuroendocrine carcinomas (13.1%). Independent risk factors for PD were Ki67, proportion of metastatic liver involvement, and presence of extra-abdominal metastases. The risk score was calculated as follows: (0.025 × Ki67) + [(0 if no liver metastases or liver involvement 50%)] + [(0 if no extra-abdominal metastases) OR (0.528 if extra-abdominal metastases present)]. The risk score accuracy to predict PD was superior compared with the G grading system (area under the curve: 0.705 and 0.622, respectively). Three subgroups of patients with low, intermediate, and high risk of PD according to risk score were identified, median progression-free survival being 26 months, 19 months, and 12 months, respectively. Conclusion In stage IV GEP-NENs, a risk score able to predict PD was obtained by combining Ki67, proportion of metastatic liver involvement, and presence of extra-abdominal metastases. The score may help to discriminate patients with different progression risk level to plan tailored therapeutic approaches and follow-up programs.
- Subjects :
- Male
Oncology
Cancer Research
medicine.medical_specialty
Multivariate analysis
Proliferative index
Disease
Neuroendocrine tumors
Disease-Free Survival
03 medical and health sciences
0302 clinical medicine
Risk Factors
Stomach Neoplasms
Internal medicine
Gastrointestinal Cancer
Intestinal Neoplasms
medicine
Humans
Neoplasm Metastasis
Survival analysis
Aged
Neoplasm Staging
Proportional Hazards Models
Framingham Risk Score
Proportional hazards model
business.industry
Area under the curve
food and beverages
disease progression
ki67
metastases
neuroendocrine tumors
prognosis
risk score
Middle Aged
medicine.disease
Pancreatic Neoplasms
Neuroendocrine Tumors
030220 oncology & carcinogenesis
Disease Progression
Female
030211 gastroenterology & hepatology
business
Subjects
Details
- ISSN :
- 1549490X and 10837159
- Volume :
- 22
- Database :
- OpenAIRE
- Journal :
- The Oncologist
- Accession number :
- edsair.doi.dedup.....a32bf0652b9afcbac9990f0cb0b8cf29
- Full Text :
- https://doi.org/10.1634/theoncologist.2016-0351