A Novel Nomogram for Early Identification and Intervention in Colorectal Cancer Patients at Risk for Malnutrition. Issue 5 (May 2023)
- Record Type:
- Journal Article
- Title:
- A Novel Nomogram for Early Identification and Intervention in Colorectal Cancer Patients at Risk for Malnutrition. Issue 5 (May 2023)
- Main Title:
- A Novel Nomogram for Early Identification and Intervention in Colorectal Cancer Patients at Risk for Malnutrition
- Authors:
- Tang, Joseph
Wong, Gary
Naffouje, Samer
Felder, Seth
Sanchez, Julian
Dineen, Sean
Powers, Benjamin D.
Dessureault, Sophie
Gurd, Erin
Castillo, Diana
Hodul, Pamela - Abstract:
- Background: Malnutrition is under-recognized in cancer patients and can lead to poor treatment outcomes. We aim to develop an outpatient-focused score based on the Malnutrition Screening Tool (MST) to help identify colorectal cancer (CRC) profiles at high risk for malnutrition. Methods: 506 CRC patients during initial outpatient oncology consultation at our tertiary referral outpatient oncology clinic completed the MST. Objective and subjective data were collected through chart review. Data gathered are as follows: demographics, anthropometrics, laboratory values, patient-reported symptoms, MST score, cancer history, performance status, socioeconomic status, and Charlson Comorbidity. Predictors of malnutrition were identified by logistic regression. Receiver operating curve (ROC), area under the curve (AUC), and our model's predictability were determined. Results: Significant predictors of malnutrition are as follows: younger age (20-39 vs >40 years) (P = .007), normal-to-low body mass index at presentation (P = .019), Eastern Cooperative Oncology Group classification 2-3 (P = .012), metastatic disease (P = .046), albumin <3.0 g/dL (P = .033), fatigue (P < .001), and change in stool/bowel habits (P = .002). In our derived malnutrition score, risk of malnutrition increased from 11% for score 0, to 100% for scores 9-10. Receiver operating curve showed AUC .745 (95% CI, .697-.793). Discussion: An outpatient clinic-derived malnutrition score obtained from objective andBackground: Malnutrition is under-recognized in cancer patients and can lead to poor treatment outcomes. We aim to develop an outpatient-focused score based on the Malnutrition Screening Tool (MST) to help identify colorectal cancer (CRC) profiles at high risk for malnutrition. Methods: 506 CRC patients during initial outpatient oncology consultation at our tertiary referral outpatient oncology clinic completed the MST. Objective and subjective data were collected through chart review. Data gathered are as follows: demographics, anthropometrics, laboratory values, patient-reported symptoms, MST score, cancer history, performance status, socioeconomic status, and Charlson Comorbidity. Predictors of malnutrition were identified by logistic regression. Receiver operating curve (ROC), area under the curve (AUC), and our model's predictability were determined. Results: Significant predictors of malnutrition are as follows: younger age (20-39 vs >40 years) (P = .007), normal-to-low body mass index at presentation (P = .019), Eastern Cooperative Oncology Group classification 2-3 (P = .012), metastatic disease (P = .046), albumin <3.0 g/dL (P = .033), fatigue (P < .001), and change in stool/bowel habits (P = .002). In our derived malnutrition score, risk of malnutrition increased from 11% for score 0, to 100% for scores 9-10. Receiver operating curve showed AUC .745 (95% CI, .697-.793). Discussion: An outpatient clinic-derived malnutrition score obtained from objective and patient-reported variables may facilitate identification of CRC patients at highest risk for malnutrition. Rapid identification and intervention in high-risk patients may improve treatment recovery, therapy tolerance, and quality of life. Our tool requires external validation before application in clinical practice. … (more)
- Is Part Of:
- American surgeon. Volume 89:Issue 5(2023)
- Journal:
- American surgeon
- Issue:
- Volume 89:Issue 5(2023)
- Issue Display:
- Volume 89, Issue 5 (2023)
- Year:
- 2023
- Volume:
- 89
- Issue:
- 5
- Issue Sort Value:
- 2023-0089-0005-0000
- Page Start:
- 1485
- Page End:
- 1496
- Publication Date:
- 2023-05
- Subjects:
- colorectal -- surgical oncology -- surgical nutrition
Surgery -- Periodicals
Surgery -- United States -- Periodicals
617.0973 - Journal URLs:
- https://journals.sagepub.com/home/asua ↗
http://www.sagepublications.com/ ↗ - DOI:
- 10.1177/00031348211058620 ↗
- Languages:
- English
- ISSNs:
- 0003-1348
- Deposit Type:
- Legaldeposit
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- Available online (eLD content is only available in our Reading Rooms) ↗
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