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Defining When to Offer Operative Treatment for Intrahepatic Cholangiocarcinoma: A Regret-Based Decision Curves Analysis
- Source :
- Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos), Agência para a Sociedade do Conhecimento (UMIC)-FCT-Sociedade da Informação, instacron:RCAAP
- Publication Year :
- 2016
- Publisher :
- Elsevier, 2016.
-
Abstract
- BACKGROUND: Regret-based decision curve analysis (DCA) is a framework that assesses the medical decision process according to physician attitudes (expected regret) relative to disease-based factors. We sought to apply this methodology to decisions around the operative management of intrahepatic cholangiocarcinoma (ICC). METHODS: Utilizing a multicentric database of 799 patients who underwent liver resection for ICC, we developed a prognostic nomogram. DCA tested 3 strategies: (1) perform an operation on all patients, (2) never perform an operation, and (3) use the nomogram to select patients for an operation. RESULTS: Four preoperative variables were included in the nomogram: major vascular invasion (HR = 1.36), tumor number (multifocal, HR = 1.18), tumor size (>5 cm, HR = 1.45), and suspicious lymph nodes on imaging (HR = 1.47; all P < .05). The regret-DCA was assessed using an online survey of 50 physicians, expert in the treatment of ICC. For a patient with a multifocal ICC, largest lesion measuring >5 cm, one suspicious malignant lymph node, and vascular invasion on imaging, the 1-year predicted survival was 52% according to the nomogram. Based on the therapeutic decision of the regret-DCA, 60% of physicians would advise against an operation for this scenario. Conversely, all physicians recommended an operation to a patient with an early ICC (single nodule measuring 3 cm, no suspicious lymph nodes, and no vascular invasion at imaging). CONCLUSION: By integrating a nomogram based on preoperative variables and a regret-based DCA, we were able to define the elements of how decisions rely on medical knowledge (postoperative survival predicted by a nomogram, severity disease assessment) and physician attitudes (regret of commission and omission). info:eu-repo/semantics/publishedVersion
- Subjects :
- Male
medicine.medical_specialty
Attitude of Health Personnel
medicine.medical_treatment
Emotions
Clinical Decision-Making
MEDLINE
Disease
Decision Support Techniques
Cholangiocarcinoma
03 medical and health sciences
0302 clinical medicine
Medicine
Humans
Hepatectomy
Intrahepatic cholangiocarcinoma, liver surgery, decision curve analysis
Survival rate
Lymph node
liver surgery
decision curve analysis
Intrahepatic Cholangiocarcinoma
Intrahepatic cholangiocarcinoma
Aged
business.industry
Regret
Nomogram
Middle Aged
HCC CIR
Surgery
Survival Rate
Nomograms
medicine.anatomical_structure
Bile Ducts, Intrahepatic
Bile Duct Neoplasms
030220 oncology & carcinogenesis
030211 gastroenterology & hepatology
Female
Radiology
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos), Agência para a Sociedade do Conhecimento (UMIC)-FCT-Sociedade da Informação, instacron:RCAAP
- Accession number :
- edsair.doi.dedup.....2059e7dbecc04f9e1a862d722390e151