American College of Surgeons, Chicago, Illinois.
American College of Surgeons, Chicago, Illinois.
Surg Obes Relat Dis. 2021 Jun;17(6):1117-1124. doi: 10.1016/j.soard.2021.02.005. Epub 2021 Feb 11.
There is increasing demand for data-driven tools that provide accurate and clearly communicated patient-specific information. These can aid discussions between practitioners and patients, promote shared decision-making, and enhance informed consent. The American College of Surgeons Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP) sought to create a risk calculator for adult patients considering primary metabolic and bariatric surgery, with multiple prediction features: (1) 30-day risk; (2) 1-year body mass index projections; and (3) 1-year co-morbidity remission.
To evaluate the 30-day risk estimation feature of this tool.
Not-for-profit organization, international bariatric surgery clinical data registry.
MBSAQIP data across 5.5 years, 925 hospitals, and 775,291 cases were used to develop the 30-day risk feature. Logistic regression models were employed to estimate postoperative risks for 9 outcomes across 4 procedures: laparoscopic Roux-en-Y gastric bypass, laparoscopic sleeve gastrectomy, laparoscopic adjustable gastric band, and biliopancreatic diversion with duodenal switch.
The tool showed good discrimination for mortality and surgical site infection models (c-statistics, .80 and .70, respectively), and was slightly less accurate for the 7 other complications (.62-.69). Graphical representations showed excellent calibration for all 9 outcomes.
Overall, the 30-day risk models were accurate and well calibrated, with acceptable discrimination. The MBSAQIP bariatric surgical risk/benefit calculator is publicly available, with the intent to be integrated into healthcare practice to guide bariatric surgical decision-making and care planning, and to enhance communication between patients and their surgical care team.
对于能够提供准确且易于理解的患者个体化信息的数据驱动工具的需求日益增长。这些工具可以辅助医患之间的沟通,促进共同决策,并增强知情同意。美国外科医师学会代谢与减重手术质量改进计划(MBSAQIP)旨在为考虑接受原发性代谢和减重手术的成年患者创建一个风险计算器,其中包含多个预测特征:(1)30 天风险;(2)1 年体重指数预测;和(3)1 年合并症缓解。
评估该工具的 30 天风险估计功能。
非营利组织,国际减重手术临床数据注册中心。
使用 MBSAQIP 数据(5.5 年,925 家医院,775291 例)开发 30 天风险特征。采用逻辑回归模型估计 4 种手术(腹腔镜 Roux-en-Y 胃旁路术、腹腔镜袖状胃切除术、腹腔镜可调节胃带和胆胰分流加十二指肠转位术)的 9 种术后结局的术后风险。
该工具在死亡率和手术部位感染模型中具有良好的判别能力(C 统计量分别为 0.80 和 0.70),而在其他 7 种并发症中则略欠准确(0.62-0.69)。图形表示显示所有 9 种结局的校准效果均非常出色。
总体而言,30 天风险模型准确且校准良好,具有可接受的判别能力。MBSAQIP 减重手术风险/获益计算器是公开可用的,旨在整合到医疗保健实践中,以指导减重手术决策和护理计划,并增强患者与其手术护理团队之间的沟通。