Latent profiles of physical and psychological symptoms in patients following rectal cancer surgery: Associated demographic and clinical characteristics

Patients following rectal cancer surgery frequently experience multiple co-occurring physical and psychological symptoms; however, heterogeneity in the patterns and severity of these symptoms remains insufficiently understood. This study aimed to identify latent profiles of postoperative physical and psychological symptoms and examine the demographic and clinical characteristics associated with profile membership. A single-center cross-sectional study was conducted among 272 patients who underwent rectal cancer surgery at a tertiary hospital in Nanjing, China, between November 2023 and March 2024. Participants were recruited using convenience sampling. Symptom assessments were performed during postoperative hospitalization, generally on postoperative day 7 after patients’ clinical conditions had stabilized. Fatigue, pain, sleep disturbance, anxiety, and depression were assessed using the Chinese versions of the corresponding Patient-Reported Outcomes Measurement Information System short forms, and raw scores were converted into standardized T-scores. Latent profile models containing one to six profiles were estimated using Mplus 8.3. Demographic and clinical characteristics were compared across profiles using univariate analyses, and factors associated with profile membership were examined using multinomial logistic regression in SPSS 26.0. Three distinct profiles were identified: a low physical and psychological symptom burden profile comprising 141 patients (Profile 1, 51.8%), an intermediate physical and psychological symptom burden profile comprising 81 patients (Profile 2, 29.8%), and an intermediate physical-high psychological symptom burden profile comprising 50 patients (Profile 3, 18.4%). Compared with Profile 1, patients with a stoma, preoperative intestinal symptoms, or a first hospitalization for rectal cancer were more likely to be assigned to Profile 2, whereas patients who had received neoadjuvant therapy were less likely to be assigned to Profile 2. Compared with Profile 1, self-paying patients, patients with a family history of rectal cancer, patients with a stoma, and those hospitalized for the first time were more likely to be assigned to Profile 3. Patients undergoing laparoscopic surgery were less likely to be assigned to Profile 3 than those undergoing other surgical approaches. These findings indicate substantial heterogeneity in physical and psychological symptoms during the early postoperative period among patients with rectal cancer. Concurrent assessment of physical and psychological symptoms, together with sociodemographic and clinical characteristics, may help healthcare professionals identify patients who could benefit from more comprehensive symptom assessment and individualized postoperative management.

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Publication Details

Journal
Scientific Reports
Published
2026-10-13
DOI
https://doi.org/10.1038/s41598-026-74883-9
Primary Topic
Cancer survivorship and care
Type
article
Field-Weighted Citation Impact
0.00

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article

Latent profiles of physical and psychological symptoms in patients following rectal cancer surgery: Associated demographic and clinical characteristics

Niu Niu, Hu Chen, Huiyun Liu, Lijuan Yang et al.
Scientific Reports
Cancer survivorship and care
article

Latent profiles of physical and psychological symptoms in patients following rectal cancer surgery: Associated demographic and clinical characteristics

Niu Niu, Hu Chen, Huiyun Liu, Lijuan Yang, Yinjin Li, Qian Wang, Zumei Song, Yan Chen, Chaonan Yang, Tingting Hu
article en

Abstract

Patients following rectal cancer surgery frequently experience multiple co-occurring physical and psychological symptoms; however, heterogeneity in the patterns and severity of these symptoms remains insufficiently understood. This study aimed to identify latent profiles of postoperative physical and psychological symptoms and examine the demographic and clinical characteristics associated with profile membership. A single-center cross-sectional study was conducted among 272 patients who underwent rectal cancer surgery at a tertiary hospital in Nanjing, China, between November 2023 and March 2024. Participants were recruited using convenience sampling. Symptom assessments were performed during postoperative hospitalization, generally on postoperative day 7 after patients’ clinical conditions had stabilized. Fatigue, pain, sleep disturbance, anxiety, and depression were assessed using the Chinese versions of the corresponding Patient-Reported Outcomes Measurement Information System short forms, and raw scores were converted into standardized T-scores. Latent profile models containing one to six profiles were estimated using Mplus 8.3. Demographic and clinical characteristics were compared across profiles using univariate analyses, and factors associated with profile membership were examined using multinomial logistic regression in SPSS 26.0. Three distinct profiles were identified: a low physical and psychological symptom burden profile comprising 141 patients (Profile 1, 51.8%), an intermediate physical and psychological symptom burden profile comprising 81 patients (Profile 2, 29.8%), and an intermediate physical-high psychological symptom burden profile comprising 50 patients (Profile 3, 18.4%). Compared with Profile 1, patients with a stoma, preoperative intestinal symptoms, or a first hospitalization for rectal cancer were more likely to be assigned to Profile 2, whereas patients who had received neoadjuvant therapy were less likely to be assigned to Profile 2. Compared with Profile 1, self-paying patients, patients with a family history of rectal cancer, patients with a stoma, and those hospitalized for the first time were more likely to be assigned to Profile 3. Patients undergoing laparoscopic surgery were less likely to be assigned to Profile 3 than those undergoing other surgical approaches. These findings indicate substantial heterogeneity in physical and psychological symptoms during the early postoperative period among patients with rectal cancer. Concurrent assessment of physical and psychological symptoms, together with sociodemographic and clinical characteristics, may help healthcare professionals identify patients who could benefit from more comprehensive symptom assessment and individualized postoperative management.

Scientific Reports
Nanjing University of Chinese Medicine (CN), Nanjing Drum Tower Hospital (CN), Nanjing Medical University (CN)
Nanjing Drum Tower Hospital
Openalex Percentile: Top 17%
Cancer survivorship and care
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