Evidence map›Paper›PMID 42516890›Full record

ArticleJournal of pain research2026

Severity-Based Latent Profiles of Pain Catastrophizing and Their Cross-Sectional Associations with Fear of Pain, Sleep Quality, and Psychological Resilience in Patients Following Cardiac Surgery.

Shen-Jie Jiang, Yi Pang, Han-Wei Wei, Mei-Juan Yan, Xin-Tong Dong

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Article in Journal of pain research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Shen-Jie Jiang *Department of Anesthesiology, Sir Run Run Shaw Hospital, School of Medicine, Zhejiang University, Hangzhou, Zhejiang, People's Republic of China.
Yi Pang *Department of Anesthesiology, Shanghai Geriatric Medical Center, Shanghai, 201104, People's Republic of China.
Han-Wei WeiCenter for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Research Institute of Anesthesiology and Perioperative Medicine, Hangzhou Medical College, Hangzhou, Zhejiang, People's Republic of China.
Mei-Juan YanCenter for Rehabilitation Medicine, Department of Anesthesiology, Zhejiang Provincial People's Hospital (Affiliated People's Hospital, Hangzhou Medical College), Research Institute of Anesthesiology and Perioperative Medicine, Hangzhou Medical College, Hangzhou, Zhejiang, People's Republic of China.
Xin-Tong DongDepartment of Anesthesiology, Shenzhen People's Hospital (The First Affiliated Hospital, Southern University of Science and Technology; The Second Clinical Medical College, Jinan University), Shenzhen, 518020, People's Republic of China.ORCID 0009-0006-6246-999X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: This cross-sectional study aimed to identify latent profiles of pain catastrophizing among patients following cardiac surgery and to examine their concurrent associations with fear of pain, sleep quality, and psychological resilience. We further tested whether sleep quality and psychological resilience showed statistical indirect associations between pain catastrophizing profiles and fear of pain in a pre-specified cross-sectional model. Methods: This cross-sectional study included 468 patients who were assessed on postoperative days 3-5 after cardiac surgery at three tertiary Grade-A general hospitals in Zhejiang and Guangdong Provinces, China, between July 2024 and August 2025. Core variables were assessed using the Chinese Pain Catastrophizing Scale, the Simplified Chinese Fear of Pain Questionnaire-9, the Sleep Quality Questionnaire, and the Connor-Davidson Resilience Scale, respectively. Results: Latent profile analysis supported a three-profile solution with good classification accuracy (Entropy = 0.875), including low, moderate, and high severity pain catastrophizing profiles, accounting for 22.44%, 56.20%, and 21.36% of participants. The three profiles differed significantly in sleep quality (F = 24.624, P < 0.001), psychological resilience (F = 43.727, P < 0.001), and fear of pain (F = 798.921, P < 0.001). Relative to the low profile, both the moderate and high profiles positively predicted fear of pain (B = 0.962 and B = 1.944, respectively; both P < 0.001). In the cross-sectional indirect-effect model, sleep quality showed small but statistically significant indirect associations for both contrasts (moderate vs low: indirect effect = 0.026, 95% CI [0.004, 0.054]; high vs low: 0.035, 95% CI [0.005, 0.076]). Psychological resilience showed a statistically significant suppression-type indirect association only for the high- versus low-severity contrast (indirect effect = -0.058, 95% CI [-0.102, -0.020]). Conclusion: These findings underscore the clinical importance of early identification and severity-stratified management of pain catastrophizing in postoperative patients, with particular attention directed toward moderate- and high-severity subgroups.

Indexed as

cardiac surgeryfear of painpain catastrophizingpsychological resiliencesleep quality

Identifiers

PMID42516890
PMCPMC13402094

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.