Department of Surgery, Indiana University School of Medicine, Indianapolis, Indiana.
Department of Surgery, Center for Outcomes Research in Surgery, Indiana University School of Medicine, Indianapolis, Indiana.
Surg Obes Relat Dis. 2024 May;20(5):490-497. doi: 10.1016/j.soard.2023.10.019. Epub 2023 Nov 22.
Bariatric clinical calculators have already been implemented in clinical practice to provide objective predictions of complications and outcomes. The Metabolic and Bariatric Surgery Accreditation and Quality Improvement Program (MBSAQIP) Surgical Risk/Benefit Calculator is the most comprehensive risk calculator in bariatric surgery.
Evaluate the accuracy of the calculator predictions regarding the 30-day complication risk, 1-year weight loss outcomes, and comorbidity resolution.
MBSAQIP-accredited center.
All adult patients who underwent primary laparoscopic Roux-en-Y gastric bypass (RYGB) or sleeve gastrectomy at our institution between 2012 and 2019 were included. Baseline characteristics were used to generate the individualized outcome predictions for each patient through the bariatric risk calculator and were compared to actual patient outcomes. Statistical analysis was performed using c-statistics, linear regression models, and McNemmar chi-square test.
One thousand four hundred fifty-three patients with a median age of 45 (37, 55) and consisting of 80.1% females were included in the study. The c-statistics for the complications and comorbidity resolution ranged from .533 for obstructive sleep apnea remission to .675 for 30-day reoperation. The number of comorbidity resolutions predicted by the calculator was significantly higher than the actual remissions for diabetes, hyperlipidemia, hypertension and obstructive sleep apnea (P < .001). On average, the calculator body mass index (BMI) predictions deviated from the observed BMI measurement by 3.24 kg/m. The RYGB procedure (Coef -.89; P = .005) and preoperative BMI (Coef -.4; P = .012) were risk factors associated with larger absolute difference between the predicted and observed BMI.
The MBSAQIP Surgical Risk/Benefit Calculator prediction models for 1-year BMI, 30-day reoperation, and reintervention risks were fairly well calibrated with an acceptable level of discrimination except for obstructive sleep apnea remission. The 1-year BMI estimations were less accurate for RYGB patients and cases with very high or low preoperative BMI measurements. Therefore, the bariatric risk calculator constitutes a helpful tool that has a place in preoperative counseling.
减重临床计算器已经在临床实践中得到应用,可以对并发症和结果进行客观预测。代谢和减重外科认证和质量改进计划(MBSAQIP)手术风险/获益计算器是减重外科中最全面的风险计算器。
评估计算器对 30 天并发症风险、1 年体重减轻结果和合并症缓解的预测准确性。
MBSAQIP 认证中心。
纳入 2012 年至 2019 年期间在我院接受腹腔镜 Roux-en-Y 胃旁路术(RYGB)或袖状胃切除术的所有成年患者。使用基线特征为每位患者生成个体化的结局预测,并与实际患者结局进行比较。使用 C 统计量、线性回归模型和 McNemar 卡方检验进行统计分析。
共纳入 1453 名中位年龄为 45(37,55)岁、80.1%为女性的患者。并发症和合并症缓解的 C 统计量范围从阻塞性睡眠呼吸暂停缓解的 0.533 到 30 天再次手术的 0.675。计算器预测的合并症缓解数量明显高于糖尿病、血脂异常、高血压和阻塞性睡眠呼吸暂停的实际缓解数量(P <.001)。平均而言,计算器体重指数(BMI)预测值与观察到的 BMI 测量值相差 3.24kg/m。RYGB 手术(系数-.89;P =.005)和术前 BMI(系数-.4;P =.012)是与预测和观察 BMI 之间绝对差值较大相关的危险因素。
MBSAQIP 手术风险/获益计算器预测模型对 1 年 BMI、30 天再次手术和再次干预风险的校准效果相当不错,具有可接受的区分度,但阻塞性睡眠呼吸暂停缓解除外。RYGB 患者和术前 BMI 测量值非常高或非常低的患者的 1 年 BMI 估计值不太准确。因此,减重风险计算器是一种有用的工具,可在术前咨询中使用。