TY - JOUR
T1 - Geriatric Risk Prediction Models for Major Gastroenterological Surgery Using the National Clinical Database in Japan
T2 - A Multicenter Prospective Cohort Study
AU - Kofunato, Yasuhide
AU - Takahashi, Arata
AU - Gotoh, Mitsukazu
AU - Kakeji, Yoshihiro
AU - Seto, Yasuyuki
AU - Konno, Hiroyuki
AU - Kumamaru, Hiraku
AU - Miyata, Hiroaki
AU - Marubashi, Shigeru
N1 - Funding Information:
This work was supported with Health and Labor Sciences Research Grants.
Publisher Copyright:
© 2022 Lippincott Williams and Wilkins. All rights reserved.
PY - 2022/6/1
Y1 - 2022/6/1
N2 - Objectives:To investigate the effect of geriatric variables on 5 newly added outcomes and create risk models for predicting these outcomes.Summary of Background Data:Because there is a current lack of geriatric research focusing on geriatric outcomes using a national surgical database in Japan, there is a need to investigate outcomes associated with major gastro-enterological surgery using these data.Methods:This multicenter prospective cohort study was conducted at 26 surgery departments across 21 institutions in Japan using the NCD surgical registry. in total, 22 new geriatric variables were imported from the ACS National Surgical Quality Improvement Program geriatric pilot study. The following 5 geriatric outcomes were defined: (1) postoperative delirium, (2) physical function on postoperative day 30, (3) fall risk on discharge, (4) discharge other than home with social service, and (5) functional decline on discharge, and geriatric risk prediction models for major gastroenterological surgery were created.Results:Between January 2018 and December 2018, data on 3981 procedures from 7 major gastroenterological surgeries were collected and analyzed. Older age and preoperative geriatric variables (Origin status from home, History of dementia, Use of mobility aid, fall history, and not competent on admission) were strongly associated with postoperative outcomes. Geriatric risk prediction models for these outcomes were created, with C-statistic values ranging from 0.74 to 0.90, demonstrating model validity and sufficiency of fit.Conclusions:The risk models for the newly defined 5 geriatric outcomes that we created can be used in the decision-making process or provision of care in geriatric patients.
AB - Objectives:To investigate the effect of geriatric variables on 5 newly added outcomes and create risk models for predicting these outcomes.Summary of Background Data:Because there is a current lack of geriatric research focusing on geriatric outcomes using a national surgical database in Japan, there is a need to investigate outcomes associated with major gastro-enterological surgery using these data.Methods:This multicenter prospective cohort study was conducted at 26 surgery departments across 21 institutions in Japan using the NCD surgical registry. in total, 22 new geriatric variables were imported from the ACS National Surgical Quality Improvement Program geriatric pilot study. The following 5 geriatric outcomes were defined: (1) postoperative delirium, (2) physical function on postoperative day 30, (3) fall risk on discharge, (4) discharge other than home with social service, and (5) functional decline on discharge, and geriatric risk prediction models for major gastroenterological surgery were created.Results:Between January 2018 and December 2018, data on 3981 procedures from 7 major gastroenterological surgeries were collected and analyzed. Older age and preoperative geriatric variables (Origin status from home, History of dementia, Use of mobility aid, fall history, and not competent on admission) were strongly associated with postoperative outcomes. Geriatric risk prediction models for these outcomes were created, with C-statistic values ranging from 0.74 to 0.90, demonstrating model validity and sufficiency of fit.Conclusions:The risk models for the newly defined 5 geriatric outcomes that we created can be used in the decision-making process or provision of care in geriatric patients.
KW - benchmarking
KW - feedback from database
KW - gastroenterological surgery
KW - prediction
KW - risk calculator
KW - risk factor
KW - surgical quality
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U2 - 10.1097/SLA.0000000000004308
DO - 10.1097/SLA.0000000000004308
M3 - Article
C2 - 33065635
AN - SCOPUS:85104344669
SN - 0003-4932
VL - 275
SP - 1112
EP - 1120
JO - Annals of surgery
JF - Annals of surgery
IS - 6
ER -