Submitted:
08 April 2026
Posted:
09 April 2026
You are already at the latest version
Abstract
Keywords:
1. Introduction
2. Materials and Methods
3. Results
3.1. Clinical and Functional Determinants
3.2. Psychological and Emotional Factors
3.3. Caregiver-Related Factors
3.4. Social and Family Context
3.5. Organizational Factors
3.6. Digital Health and Telemedicine
| Reference | Domain | Key Elements | Clinical Implications |
|---|---|---|---|
| 13,14,15 | Clinical and functional status | Performance status, comorbidity burden, organ function, baseline functional autonomy | Influences treatment intensity selection, risk of toxicity, and need for supportive interventions |
| 16 | Psychological and emotional factors | Coping strategies, emotional regulation, anxiety, depressive symptoms, cognitive load | Affects treatment adherence, symptom perception, and patient engagement throughout the therapeutic pathway |
| 17,18,19 | Caregiver-related factors | Caregiver availability, health literacy, organizational skills, caregiver burden | Impacts treatment continuity, home-based care feasibility, and early detection of complications |
| 20 | Social and family context | Family support, social network, living conditions, socioeconomic stability | Modulates access to care, ability to manage complex regimens, and resilience to treatment-related stressors |
| 21,22,23 | Organizational factors | Continuity of care, multidisciplinary coordination, access to specialized services, communication pathways | Determines care fragmentation versus integration, influencing unplanned hospitalizations and care experience |
| 21,24,25 | Digital health and telemedicine | Teleconsultations, remote monitoring, digital communication tools | Reduces logistical barriers, enhances monitoring, and supports long-term outpatient management |
4. Discussion
4.1. Limitations
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
References
- Siegel, R.L., Giaquinto, A.N., Jemal, A. Cancer statistics. CA: a cancer journal for clinicians 2024, 74(1), 12–49. [CrossRef]
- Abel, G.A.; Klepin, H.D. Frailty and the management of hematologic malignancies. Blood 2018, 131(5), 515–524. [CrossRef]
- Salvini, M.; D’Agostino, M.; Bonello, F.; Boccadoro, M.; Bringhen, S. Determining treatment intensity in elderly patients with multiple myeloma. Expert review of anticancer therapy 2018, 18(9), 917–930. [CrossRef]
- Holler, M.; Ihorst, G.; Reinhardt, H.; Rösner, A.; Braun, M.; Möller, M.D.; Dreyling, E.; Schoeller, K.; Scheubeck, S.; Wäsch, R.; Engelhardt, M. An objective assessment in newly diagnosed multiple myeloma to avoid treatment complications and strengthen therapy adherence. Haematologica 2023, 108(4), 1115–1126. [CrossRef]
- Mu, H.; Liu, B.; Ren, G.; Wang, L.; Cui, Y.; Chen, C.; Chen, X.; Zhang, Y. Family Resilience and Quality of Life Among Chinese Patients With Acute Leukaemia: A Moderated Mediation Model of Cognitive Appraisal and Coping Style. Journal of clinical nursing 2025, 34(11), 4819–4828. [CrossRef]
- Peipert, J.D.; Zhao, F.; Lee, J.W.; Shen, S.E.; Ip, E.; O’Connell, N.; Carlos, R.C.; Graham, N.; Smith, M.L.; Gareen, I.F.; et al. Patient-Reported Adverse Events and Early Treatment Discontinuation Among Patients With Multiple Myeloma. JAMA network open 2024, 7(3), e243854. [CrossRef]
- Wang, Z.; Yu, S.; Liu, Y.; Han, Y.; Zhao, W.; Zhang, W. Effectiveness of family centred interventions for family caregivers: A systematic review and meta-analysis of randomized controlled trials. Journal of clinical nursing 2024, 33(5), 1958–1975. [CrossRef]
- Capodanno, I.; Rocchi, M.; Prandi, R.; Pedroni, C.: Tamagnini, E.; Alfieri, P.; Merli, F.; Ghirotto, L. Caregivers of Patients with Hematological Malignancies within Home Care: A Phenomenological Study. International journal of environmental research and public health 2020, 17(11), 4036. [CrossRef]
- Rangel, M.L.; Stelzig, D.; Martinez Enriquez, C.; Badr, H. Multi-Stakeholder Perspectives on Barriers to Mental Health Support for Informal Caregivers. International journal of environmental research and public health 2026, 23(3), 325. [CrossRef]
- Chen, C.H.; Lan, Y.L.; Yang, W.P.; Hsu, F.M.; Lin, C.L.; Chen, H.C. Exploring the Impact of a Telehealth Care System on Organizational Capabilities and Organizational Performance from a Resource-Based Perspective. Int J Environ Res Public Health 2019, 16(20):3988. [CrossRef]
- Connor, K.M.; Davidson, J.R.T. Development of a new resilience scale: The Connor-Davidson Resilience Scale (CD-RISC). Depress Anxiety 2003, 18, 76–82. [CrossRef]
- Baethge, C.; Goldbeck-Wood, S.; Mertens, S. SANRA—A scale for the quality assessment of narrative review articles. Res Integr Peer Rev 2019, 4, 5. [CrossRef]
- Basch, E.; Deal, A.M.; Kris, M.G.; Scher, H.I.; Hudis, C.A.; Sabbatini, P.; Rogak, L.; Bennett, A.V.; Dueck, A.C.; Atkinson, T.M.; et al. Symptom monitoring with patient-reported outcomes during routine cancer treatment: A randomized controlled trial. J Clin Oncol 2016, 34, 557–565. [CrossRef]
- Merli, F.; Luminari, S.; Rossi, G.; Arcari, A.; Rigacci, L.; Hawkes, E.; Chiattone, C.S.; Cavallo, F.; Cabras, G.; Alvarez, I.; et al. Simplified geriatric assessment in older patients with diffuse large B-cell lymphoma: The prospective elderly project of the Fondazione Italiana Linfomi. J Clin Oncol 2021, 39, 1214–1222. [CrossRef]
- Isaksen, K.T.; Galleberg, R.B.; Mastroianni, M.A.; Rinde, M., Rusten, L.S.; Barzenje, D.; Ramslien, F.; Fluge, O.; Slaaen, M.; Meyer, P.; et al. The geriatric prognostic index: A clinical prediction model for survival of older diffuse large B-cell lymphoma patients treated with standard immunochemotherapy. Haematologica 2023, 108, 2454–2466. [CrossRef]
- Amonoo, H.L.; Johnson, P.C.; Nelson, A.M.; Clay, M.A.; Daskalakis, E.; Newcomb, R.A.; Deary, E.C.; Mattera, E.F.; Yang, D.; Cronin, K. ; et al. Coping in caregivers of patients with hematologic malignancies undergoing hematopoietic stem cell transplantation. Blood Adv 2023, 7, 1108–1116. [CrossRef]
- Tucci, A.; Martelli, M.; Rigacci, L.; Riccomagno, P.; Cabras, M.G.; Salvi, F.; Stelitano, C.; Fabbri, A.; Storti, S.; Fogazzi, S.; et al. Comprehensive geriatric assessment is an essential tool to support treatment decisions in elderly patients with diffuse large B-cell lymphoma. Leuk Lymphoma 2015, 56, 921–926. [CrossRef]
- Nielsen, I.H.; Tolver, A.; Piil, K.; Kjeldsen, L.; Grønbæk, K.; Jarden, M. Family caregiver quality of life and symptom burden in patients with hematological cancer: A nationwide cross-sectional study. Eur J Oncol Nurs 2024, 69, 102538. [CrossRef]
- Tweeten, B.; Randall, J.; Barata, A.; Khera, N.; Griffith, M.A.; DeSalvo, A.M.; Schoeppner, K.; Preussler, J. M. The caregiver paradigm in hematopoietic cell transplant: Current and future directions. Transplant. Cell Ther 2025, 31, 874–888. [CrossRef]
- Ouchveridze, E.; Banerjee, R.; Desai, A.; Aziz, M.; Lee-Smith, W.; Mian, H.; Berger, K.; McClune, B.; Sborov, D.; Qazilbash, M.; et al. Financial toxicity in hematological malignancies: An understudied but important side effect. Blood Cancer J 2022, 12, 74. [CrossRef]
- Wang, N.; Chen, J.; Chen, W.; Shi, Z.; Yang, H.; Liu, P.; Wei, X.; Dong, X.; Wang, C.; Mao, L.; Li, X. The effectiveness of case management for cancer patients: An umbrella review. BMC Health Serv Res 2022, 22, 1247. [CrossRef]
- Chan, R.J.; Milch, V.E.; Crawford-Williams, F.; Agbejule, O.A.; Joseph, R.; Johal, J.; Dick, N.; Wallen, M.P.; Ratcliffe, J.; Agarwal, A.; et al. Patient navigation across the cancer care continuum: An overview of systematic reviews and emerging literature. CA Cancer J Clin 2023, 73, 565–589. [CrossRef]
- Ferraz, L.F.M.; Ferreira, A.P.S.; Guimarães, T.V.V.; de Melo Campos, P. Early integration of palliative care in hematology: An urgency for patients, a challenge for physicians. Hematol Transfus Cell Ther 2022, 44, 567–573. [CrossRef]
- Basch, E.; Deal, A.M.; Dueck, A.C.; Scher, H.I.; Kris, M.G.; Hudis, C.; Schrag, D. Overall survival results of a trial assessing patient-reported outcomes for symptom monitoring during routine cancer treatment. JAMA 2017, 318, 197–198. [CrossRef]
- Mir, O.; Ferrua, M.; Fourcade, A.; Mathivon, D.; Duflot-Boukobza, A.; Dumont, S.; Baudin, E.; Delaloge, S.; Malka, D.; Albiges, L.; et al. Digital remote monitoring plus usual care versus usual care in patients treated with oral anticancer agents: The randomized phase 3 CAPRI trial. Nat. Med. 2022, 28, 1224–1231. [CrossRef]
- Hong, A.S.; Chang, H.; Courtney, D.M.; Fullington, H.; Lee, S.J.C.; Sweetenham, J.W.; Halm, E.A. Patterns and results of triage advice before emergency department visits in patients with cancer. JCO Oncol Pract 2021, 17, e564–e574. [CrossRef]
- Chapman, A.; Bardsley, E.; Card, H.; Marshall, E.; Olsson-Brown, A. Evaluation of an established oncology triage hotline assessing the UKONS triage tool and call outcomes. Support Care Cancer 2023, 31, 742. [CrossRef]
- Marzorati, C.; Renzi, C.; Russell-Edu, S.W.; Pravettoni, G. Telemedicine use among caregivers of cancer patients: Systematic review. J Med Internet Res 2018, 20, e223. [CrossRef]
- Hochrath, S.; Dhollander, N.; Deliens, L.; Schots, R.; Daenen, F.; Kerre, T.; Beernaert, K.; Pardon, K. Palliative care in hematology: A systematic review of the components, effectiveness, and implementation. J Pain Symptom Manage 2025, 69, 114–133.e2. [CrossRef]
- Papadopoulou, C.; Johnston, B. Early integration of palliative care in haemato-oncology: Latest developments. Curr Opin Support Palliat Care 2024, 18, 235–242. [CrossRef]
Disclaimer/Publisher’s Note: The statements, opinions and data contained in all publications are solely those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). MDPI and/or the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, methods, instructions or products referred to in the content. |
© 2026 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).