A Real-World Model of Multidisciplinary Survivorship Care: Clinical Pathways, Patient-Reported Outcomes, and Implementation Challenges

Abstract PURPOSE: Cancer survivorship care is increasingly recognized as a core component of oncology, yet its real-world organization remains heterogeneous. This study aimed to characterize a multidisciplinary survivorship care model and examine the structure of patient-reported survivorship needs. METHODS: We conducted a retrospective, practice-based evaluation at a tertiary academic cancer center. The analysis combined structured mapping of clinical services with quantitative assessment of routinely collected patient-reported outcomes. Survivorship concerns were assessed using the National Comprehensive Cancer Network (NCCN) Problem List, and psychological distress was measured before and after clinic visits using the NCCN Distress Thermometer. A network analysis based on smoothed tetrachoric correlations and EBICglasso was used to examine conditional associations among concerns. RESULTS: Survivorship care was delivered through coordinated multidisciplinary clinics, individualized care planning, and an integrated network of specialized services. Most patients (91.9%) reported at least one concern, with a median of five concerns per visit, spanning physical, emotional, social, practical, and spiritual domains. Distress scores decreased significantly following the clinic visit (median 4 [IQR 2–6] vs 1 [IQR 0–3], p < 0.001). Network analysis revealed structured interrelationships among concerns, with emotional issues forming a central cluster linked to physical and functional domains. Highly connected nodes included self-management, work, loneliness, and perceived burden. CONCLUSION: Survivorship care can be effectively operationalized in routine practice; however, patient needs are interconnected rather than isolated. Network-informed approaches may support more integrated and patient-centered survivorship care.

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Publication Details

Journal
Research Square
Published
2026-11-09
DOI
https://doi.org/10.21203/rs.3.rs-9337258/v1
Primary Topic
Cancer survivorship and care
Type
preprint
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preprint

A Real-World Model of Multidisciplinary Survivorship Care: Clinical Pathways, Patient-Reported Outcomes, and Implementation Challenges

Tara Beth Sanft, Johanna D’Addario, Scott J. Capozza, Natalie Smith et al.
Research Square
Cancer survivorship and care
preprint

A Real-World Model of Multidisciplinary Survivorship Care: Clinical Pathways, Patient-Reported Outcomes, and Implementation Challenges

Tara Beth Sanft, Johanna D’Addario, Scott J. Capozza, Natalie Smith, Mary Jane Minkin, Melissa Gambaccini, Bruno Silva, Kristen Madrid, Rosalyn Rodwin
preprint en

Abstract

Abstract PURPOSE: Cancer survivorship care is increasingly recognized as a core component of oncology, yet its real-world organization remains heterogeneous. This study aimed to characterize a multidisciplinary survivorship care model and examine the structure of patient-reported survivorship needs. METHODS: We conducted a retrospective, practice-based evaluation at a tertiary academic cancer center. The analysis combined structured mapping of clinical services with quantitative assessment of routinely collected patient-reported outcomes. Survivorship concerns were assessed using the National Comprehensive Cancer Network (NCCN) Problem List, and psychological distress was measured before and after clinic visits using the NCCN Distress Thermometer. A network analysis based on smoothed tetrachoric correlations and EBICglasso was used to examine conditional associations among concerns. RESULTS: Survivorship care was delivered through coordinated multidisciplinary clinics, individualized care planning, and an integrated network of specialized services. Most patients (91.9%) reported at least one concern, with a median of five concerns per visit, spanning physical, emotional, social, practical, and spiritual domains. Distress scores decreased significantly following the clinic visit (median 4 [IQR 2–6] vs 1 [IQR 0–3], p < 0.001). Network analysis revealed structured interrelationships among concerns, with emotional issues forming a central cluster linked to physical and functional domains. Highly connected nodes included self-management, work, loneliness, and perceived burden. CONCLUSION: Survivorship care can be effectively operationalized in routine practice; however, patient needs are interconnected rather than isolated. Network-informed approaches may support more integrated and patient-centered survivorship care.

Research Square
Yale Cancer Center (US), Yale University (US), Universidade Nova de Lisboa (PT)
Cancer survivorship and care
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