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细胞减灭术和腹腔内热灌注化疗后再入院的预测:风险预测评分的建立和验证。

Predischarge Prediction of Readmission After Cytoreductive Surgery and Hyperthermic Intraperitoneal Chemotherapy: Derivation and Validation of a Risk Prediction Score.

机构信息

Division of Surgical Oncology, Koch Regional Perfusion Center, University of Pittsburgh, Pittsburgh, PA, USA.

AHN Cancer Institute, Allegheny Health Network, Pittsburgh, PA, USA.

出版信息

Ann Surg Oncol. 2021 Sep;28(9):5287-5296. doi: 10.1245/s10434-020-09547-7. Epub 2021 Jan 23.

DOI:10.1245/s10434-020-09547-7
PMID:33486643
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8349345/
Abstract

BACKGROUND

Ninety-day hospital readmission rates following cytoreductive surgery and hyperthermic intraperitoneal chemotherapy (CRS/HIPEC) range from 20 to 40%.

OBJECTIVE

The aim of this study was to develop and validate a simple score to predict readmissions following CRS/HIPEC.

STUDY DESIGN

Using a prospectively maintained database, we retrospectively reviewed clinicopathologic, perioperative, and day-of-discharge data for patients undergoing CRS/HIPEC for peritoneal surface malignancies between 2010 and 2018. In-hospital mortalities and discharges to hospice were excluded. Multivariate logistic regression was utilized to identify predictors of unplanned readmission, with three-quarters of the sample randomly selected as the derivation cohort and one-quarter as the validation cohort. Using regression coefficient-based scoring methods, we developed a weighted 7-factor, 10-point predictive score for risk of readmission.

RESULTS

Overall, 1068 eligible discharges were analyzed; 379 patients were readmitted within 90 days (35.5%). Seven factors were associated with readmission: stoma creation, Peritoneal Cancer Index score ≥ 15, hyponatremia, in-hospital major complication, preoperative chemotherapy, anemia, and discharge to nursing home. In the validation cohort, 25 patients (9.2%) were categorized as high risk for readmission, with a predicted rate of readmission of 69.3% and an observed rate of 76.0%. The score had fair discrimination (area under the curve 0.70) and good calibration (Hosmer-Lemeshow goodness-of-fit p-value of 0.77).

CONCLUSION

Our proposed risk score, easily obtainable on day of discharge, distinguishes patients at high risk for readmission over 90 days following CRS/HIPEC. This score has the potential to target high-risk individuals for intensive follow-up and other interventions.

摘要

背景

细胞减灭术和腹腔热灌注化疗(CRS/HIPEC)后 90 天的住院再入院率为 20%至 40%。

目的

本研究旨在开发和验证一种简单的评分系统,以预测 CRS/HIPEC 后的再入院率。

研究设计

使用前瞻性维护的数据库,我们回顾性地审查了 2010 年至 2018 年间接受腹膜表面恶性肿瘤 CRS/HIPEC 的患者的临床病理、围手术期和出院当天的数据。排除院内死亡率和临终关怀出院。利用多元逻辑回归来确定非计划性再入院的预测因素,将样本的四分之三随机选择为推导队列,四分之一为验证队列。使用基于回归系数的评分方法,我们开发了一种加权的 7 因素、10 分预测评分,用于预测再入院风险。

结果

共分析了 1068 例合格出院患者;379 例患者在 90 天内再次入院(35.5%)。有 7 个因素与再入院相关:造口术、腹膜癌指数评分≥15、低钠血症、院内主要并发症、术前化疗、贫血和疗养院出院。在验证队列中,25 例(9.2%)患者被归类为再入院的高风险患者,预测再入院率为 69.3%,实际再入院率为 76.0%。该评分具有较好的区分度(曲线下面积 0.70)和良好的校准度(Hosmer-Lemeshow 拟合优度检验 p 值为 0.77)。

结论

我们提出的风险评分在 CRS/HIPEC 后 90 天内很容易在出院当天获得,可以区分高风险再入院患者。该评分有可能针对高危人群进行强化随访和其他干预措施。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8901/8349345/0122bb409283/10434_2020_9547_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8901/8349345/c18d02f8b4a0/10434_2020_9547_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8901/8349345/0122bb409283/10434_2020_9547_Fig2_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8901/8349345/c18d02f8b4a0/10434_2020_9547_Fig1_HTML.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8901/8349345/0122bb409283/10434_2020_9547_Fig2_HTML.jpg

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Predicting the Risk of Readmission From Dehydration After Ileostomy Formation: The Dehydration Readmission After Ileostomy Prediction Score.预测回肠造口术后脱水再入院的风险:回肠造口术后脱水再入院预测评分。
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Postoperative Complications Independently Predict Cancer-Related Survival in Peritoneal Malignancies.
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