A study on risk prediction of decline in self-care ability one month after discharge in postoperative colorectal cancer patients based on routine clinical indicators - Scorecard - MDSpire

A study on risk prediction of decline in self-care ability one month after discharge in postoperative colorectal cancer patients based on routine clinical indicators

  • By

  • Wenjie Wang

  • Fu Yang

  • Xian Shen

  • Yifan Jiang

  • Rui Tai

  • Yangyang Li

  • Yan Peng

  • Pengfei Yang

  • Yanping Zhuang

  • Jiaqi Yu

  • Mei Wang

  • Fang Fang

  • June 5, 2026

  • 0 min

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Clinical Scorecard: Evaluating Risk Factors for Reduced Self-Care Abilities One Month Post-Discharge in Postoperative Colorectal Cancer Patients Using Standard Clinical Indicators

At a Glance

CategoryDetail
ConditionPostoperative decline in activities of daily living (ADL) in colorectal cancer patients
Key MechanismsHeight, mean red blood cell volume, retinol-binding protein, triglycerides, coronary heart disease history
Target PopulationColorectal cancer patients with normal ADL at discharge
Care SettingPost-discharge transitional care

Key Highlights

  • 19.4% of patients experienced ADL decline one month post-discharge
  • Five independent risk factors identified for ADL decline
  • Prediction model achieved an AUC of 0.884
  • Height and retinol-binding protein are protective factors
  • Mean red blood cell volume, triglycerides, and coronary heart disease history are risk factors

Guideline-Based Recommendations

Diagnosis

  • Utilize the Barthel Index for assessing ADL in postoperative patients

Management

  • Identify high-risk patients before discharge for tailored follow-up and rehabilitation

Monitoring & Follow-up

  • Conduct regular assessments of ADL in the early postoperative period

Risks

  • Increased care needs and potential for adverse prognosis associated with ADL decline

Patient & Prescribing Data

320 colorectal cancer patients post-surgery

Focus on individualized transitional care to improve functional recovery

Clinical Best Practices

  • Implement routine screening for risk factors affecting ADL post-discharge
  • Provide comprehensive discharge planning and transitional care interventions

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