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Liu YC, Schmidt RO, Kapadia NS, Phillips JD, Moen EL. Disparities in Access to Multidisciplinary Cancer Consultations and Treatment for Patients With Early-Stage Non-Small Cell Lung Cancer: A SEER-Medicare Analysis. Int J Radiat Oncol Biol Phys 2024; 120:102-110. [PMID: 38490619 PMCID: PMC11329352 DOI: 10.1016/j.ijrobp.2024.03.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 02/08/2024] [Accepted: 03/07/2024] [Indexed: 03/17/2024]
Abstract
PURPOSE Disparities in access to a multidisciplinary cancer consultation (MDCc) persist, and the role of physician relationships remains understudied. This study examined the extent to which multilevel factors, including patient characteristics and patient-sharing network measures reflecting the structure of physician relationships, are associated with an MDCc and receipt of stereotactic body radiation therapy versus surgery among patients with early-stage non-small cell lung cancer (NSCLC). METHODS AND MATERIALS In this cross-sectional study, we analyzed Surveillance, Epidemiology, and End Results (SEER)-Medicare data for patients diagnosed with stage I-IIA NSCLC from 2016 to 2017. We assembled patient-sharing networks and identified cancer specialists who were locally unique for their specialty, herein referred to as linchpins. The proportion of linchpin cancer specialists for each hospital referral region (HRR) was calculated as a network-based measure of specialist scarcity. We used multilevel multinomial logistic regression to estimate associations between study variables and receipt of an MDCc and multilevel logistic regression to examine the relationship between patient receipt of an MDCc and initial treatment. RESULTS Our study included 6120 patients with stage I-IIA NSCLC, of whom 751 (12.3%) received an MDCc, 1729 (28.3%) consulted only a radiation oncologist, 2010 (32.8%) consulted only a surgeon, and 1630 (26.6%) consulted neither specialist within 2 months of diagnosis. Compared with patients residing in an HRR with a low proportion of linchpin surgeons, those residing in an HRR with a high proportion of linchpin surgeons had a 2.99 (95% CI, 1.87-4.78) greater relative risk of consulting only a radiation oncologist versus receiving an MDCc and a 2.70 (95% CI, 1.68-4.35) greater relative risk of consulting neither specialist versus receiving an MDCc. Patients who received an MDCc were 5.32 times (95% CI, 4.27-6.63) more likely to receive stereotactic body radiation therapy versus surgery. CONCLUSIONS Physician networks are associated with receipt of an MDCc and treatment, underscoring the potential for leveraging patient-sharing network analysis to improve access to lung cancer care.
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Affiliation(s)
- You-Chi Liu
- School of Engineering and Applied Sciences, Harvard University, Cambridge, Massachusetts
| | - Rachel O Schmidt
- Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire
| | - Nirav S Kapadia
- Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire; Dartmouth Cancer Center, Lebanon, New Hampshire; Department of Medicine, Dartmouth-Health, Lebanon, New Hampshire
| | - Joseph D Phillips
- Dartmouth Cancer Center, Lebanon, New Hampshire; Department of Surgery, Dartmouth-Health, Lebanon, New Hampshire
| | - Erika L Moen
- Dartmouth Institute for Health Policy and Clinical Practice, Lebanon, New Hampshire; Department of Biomedical Data Science, Geisel School of Medicine at Dartmouth, Lebanon, New Hampshire.
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Sanchez JI, Doose M, Zeruto C, Chollette V, Gasca N, Verhoeven D, Weaver SJ. Multilevel factors associated with inequities in multidisciplinary cancer consultation. Health Serv Res 2022; 57 Suppl 2:222-234. [PMID: 35491756 PMCID: PMC9670237 DOI: 10.1111/1475-6773.13996] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/25/2023] Open
Abstract
OBJECTIVE To assess changes in the prevalence of multidisciplinary cancer consultations (MDCc) over the last decade and examine patient, surgeon, hospital, and neighborhood factors associated with receipt of MDCc among individuals diagnosed with cancer. DATA SOURCE Surveillance, Epidemiology and End Results (SEER)-Medicare data from 2006 to 2016. STUDY DESIGN We used time-series analysis to assess change in MDCc prevalence from 2007 to 2015. We also conducted multilevel logistic regression with random surgeon- and hospital-level effects to assess associations between patient, surgeon, neighborhood, and health care organization-level factors and receipt of MDCc during the cancer treatment planning phase, defined as the 2 months following cancer diagnosis. DATA COLLECTION/EXTRACTION METHODS We identified Medicare beneficiaries >65 years of age with surgically resected breast, colorectal (CRC), or non-small cell lung cancer (NSCLC) stages I-III (n = 103,250). PRINCIPAL FINDINGS From 2007 to 2015, the prevalence of MDCc increased from 35.0% to 61.2%. Overall, MDCc was most common among patients with breast cancer compared to CRC and NSCLC. Cancer patients who were Black, had comorbidities, had dual Medicare-Medicaid coverage, were residing in rural areas or in areas with higher Black and Hispanic neighborhood composition were significantly less likely to have received MDCc. Patients receiving surgery at disproportionate payment-sharing or rural-designated hospitals had 2% (95% CI: -3.55, 0.58) and 17.6% (95% CI: -21.45, 13.70), respectively, less probability of receiving MDCc. Surgeon- and hospital-level effects accounted for 15% of the variance in receipt of MDCc. CONCLUSIONS The practice of MDCc has increased over the last decade, but significant geographical and health care organizational barriers continue to impede equitable access to and delivery of quality care across cancer patient populations. Multilevel and multicomponent interventions that target care coordination, health system, and policy changes may enhance equitable access to and receipt of MDCc.
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Affiliation(s)
- Janeth I. Sanchez
- Health Systems and Interventions Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Michelle Doose
- Division of Clinical and Health Services ResearchNational Institute on Minority Health and Health DisparitiesBethesdaMarylandUSA
| | - Chris Zeruto
- Information Management Services, Inc.CalvertonMarylandUSA
| | - Veronica Chollette
- Health Systems and Interventions Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Natalie Gasca
- School of Public Health, Department of BiostatisticsUniversity of WashingtonSeattleWashingtonUSA
| | - Dana Verhoeven
- Health Systems and Interventions Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
| | - Sallie J. Weaver
- Health Systems and Interventions Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population SciencesNational Cancer InstituteRockvilleMarylandUSA
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Di Pilla A, Cozzolino MR, Mannocci A, Carini E, Spina F, Castrini F, Grieco A, Messina R, Damiani G, Specchia ML. The Impact of Tumor Boards on Breast Cancer Care: Evidence from a Systematic Literature Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:14990. [PMID: 36429708 PMCID: PMC9690234 DOI: 10.3390/ijerph192214990] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 11/03/2022] [Accepted: 11/08/2022] [Indexed: 06/16/2023]
Abstract
Breast cancer is the most common malignancy in women, with a complex clinical path that involves several professionals and that requires a multidisciplinary approach. However, the effectiveness of breast cancer multidisciplinary care and the processes that contribute to its effectiveness have not yet been firmly determined. This study aims to evaluate the impact of multidisciplinary tumor boards on breast cancer care outcomes. A systematic literature review was carried out through Scopus, Web of Science and Pubmed databases. The search was restricted to articles assessing the impact of MTB implementation on breast cancer care. Fourteen studies were included in the review. The most analyzed outcomes were diagnosis, therapy and survival. Four out of four studies showed that, with implementation of an MTB, there was a change in diagnosis, and all reported changes in the treatment plan after MTB implementation. A pooled analysis of three studies reporting results on the outcome "mortality" showed a statistically significant 14% reduction in mortality relative risk for patients enrolled versus not enrolled in an MTB. This study shows that MTB implementation is a valuable approach to deliver appropriate and effective care to patients affected by breast cancer and to improve their outcomes.
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Affiliation(s)
- Andrea Di Pilla
- Clinical Governance Department, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | | | - Alice Mannocci
- Faculty of Economics, Università “Universitas Mercatorum”, Piazza Mattei 10, 00186 Rome, Italy
| | | | - Federica Spina
- Department of Maternal, Children and Adult Medical and Surgical Sciences, Università degli Studi di Modena e Reggio Emilia, 41121 Modena, Italy
| | - Francesco Castrini
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Albino Grieco
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Rosaria Messina
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
| | - Gianfranco Damiani
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
- Women, Children and Public Health Sciences Department, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
| | - Maria Lucia Specchia
- Clinical Governance Department, Fondazione Policlinico Universitario A. Gemelli IRCCS, Largo Agostino Gemelli 8, 00168 Rome, Italy
- Department of Life Sciences and Public Health, Università Cattolica del Sacro Cuore, Largo Francesco Vito 1, 00168 Rome, Italy
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Ellis SD, Thompson JA, Boyd SS, Roberts AW, Charlton M, Brooks JV, Birken SA, Wulff-Burchfield E, Amponsah J, Petersen S, Kinney AY, Ellerbeck E. Geographic differences in community oncology provider and practice location characteristics in the central United States. J Rural Health 2022; 38:865-875. [PMID: 35384064 PMCID: PMC9589478 DOI: 10.1111/jrh.12663] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
PURPOSE How care delivery influences urban-rural disparities in cancer outcomes is unclear. We sought to understand community oncologists' practice settings to inform cancer care delivery interventions. METHODS We conducted secondary analysis of a national dataset of providers billing Medicare from June 1, 2019 to May 31, 2020 in 13 states in the central United States. We used Kruskal-Wallis rank and Fisher's exact tests to compare physician characteristics and practice settings among rural and urban community oncologists. FINDINGS We identified 1,963 oncologists practicing in 1,492 community locations; 67.5% practiced in exclusively urban locations, 11.3% in exclusively rural locations, and 21.1% in both rural and urban locations. Rural-only, urban-only, and urban-rural spanning oncologists practice in an average of 1.6, 2.4, and 5.1 different locations, respectively. A higher proportion of rural community sites were solo practices (11.7% vs 4.0%, P<.001) or single specialty practices (16.4% vs 9.4%, P<.001); and had less diversity in training environments (86.5% vs 67.8% with <2 medical schools represented, P<.001) than urban community sites. Rural multispecialty group sites were less likely to include other cancer specialists. CONCLUSIONS We identified 2 potentially distinct styles of care delivery in rural communities, which may require distinct interventions: (1) innovation-isolated rural oncologists, who are more likely to be solo providers, provide care at few locations, and practice with doctors with similar training experiences; and (2) urban-rural spanning oncologists who provide care at a high number of locations and have potential to spread innovation, but may face high complexity and limited opportunity for care standardization.
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Affiliation(s)
- Shellie D Ellis
- Department of Population Health, University of Kansas Medical Center, Kansas City, Kansas, USA
- University of Kansas Cancer Center, Kansas City, Kansas, USA
| | - Jeffrey A Thompson
- University of Kansas Cancer Center, Kansas City, Kansas, USA
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Samuel S Boyd
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Andrew W Roberts
- Department of Population Health, University of Kansas Medical Center, Kansas City, Kansas, USA
- University of Kansas Cancer Center, Kansas City, Kansas, USA
- Department of Anesthesiology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Mary Charlton
- Department of Epidemiology, University of Iowa College of Public Health, Iowa City, Iowa, USA
| | - Joanna Veazey Brooks
- Department of Population Health, University of Kansas Medical Center, Kansas City, Kansas, USA
- University of Kansas Cancer Center, Kansas City, Kansas, USA
| | - Sarah A Birken
- Wake Forest University School of Medicine, Winston-Salem, North Carolina, USA
| | - Elizabeth Wulff-Burchfield
- University of Kansas Cancer Center, Kansas City, Kansas, USA
- Division of Medical Oncology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Jonah Amponsah
- Department of Biostatistics & Data Science, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Shariska Petersen
- Department of Obstetrics and Gynecology, University of Kansas Medical Center, Kansas City, Kansas, USA
| | - Anita Y Kinney
- Department of Biostatistics and Epidemiology, School of Public Health, Rutgers University, Haven, Kansas, USA
| | - Edward Ellerbeck
- Department of Population Health, University of Kansas Medical Center, Kansas City, Kansas, USA
- University of Kansas Cancer Center, Kansas City, Kansas, USA
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O’Malley DM, Alfano CM, Doose M, Kinney AY, Lee SJC, Nekhlyudov L, Duberstein P, Hudson SV. Cancer prevention, risk reduction, and control: opportunities for the next decade of health care delivery research. Transl Behav Med 2021; 11:1989-1997. [PMID: 34850934 PMCID: PMC8634312 DOI: 10.1093/tbm/ibab109] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
In this commentary, we discuss opportunities to optimize cancer care delivery in the next decade building from evidence and advancements in the conceptualization and implementation of multi-level translational behavioral interventions. We summarize critical issues and discoveries describing new directions for translational behavioral research in the coming decade based on the promise of the accelerated application of this evidence within learning health systems. To illustrate these advances, we discuss cancer prevention, risk reduction (particularly precision prevention and early detection), and cancer treatment and survivorship (particularly risk- and need-stratified comprehensive care) and propose opportunities to equitably improve outcomes while addressing clinician shortages and cross-system coordination. We also discuss the impacts of COVID-19 and potential advances of scientific knowledge in the context of existing evidence, the need for adaptation, and potential areas of innovation to meet the needs of converging crises (e.g., fragmented care, workforce shortages, ongoing pandemic) in cancer health care delivery. Finally, we discuss new areas for exploration by applying key lessons gleaned from implementation efforts guided by advances in behavioral health.
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Affiliation(s)
- Denalee M O’Malley
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Prevention and Control, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Northwell Health Cancer Institute, New Hyde Park, NY, USA
| | - Catherine M Alfano
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, USA
| | - Michelle Doose
- Health Systems and Interventions Research Branch, Healthcare Delivery Research Program, Division of Cancer Control and Population Sciences, National Cancer Institute, National Institutes of Health, Bethesda, MD, USA
| | - Anita Y Kinney
- Department of Epidemiology and Biostatistics, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Simon J Craddock Lee
- Harold C. Simmons Comprehensive Cancer Center, Department of Population and Data Sciences, UT-Southwestern, Dallas, TX, USA
| | - Larissa Nekhlyudov
- Harvard Medical School, Brigham & Womens’ Primary Care Medical Associates, Boston, MA, USA
| | - Paul Duberstein
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Prevention and Control, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Shawna V Hudson
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Prevention and Control, Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Northwell Health Cancer Institute, New Hyde Park, NY, USA
- Department of Health Behavior, Society, and Policy, Rutgers School of Public Health, Piscataway, NJ, USA
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6
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Cardiac assessment in Australian patients receiving (neo)adjuvant trastuzumab for HER2-positive early breast cancer: a population-based study. Breast Cancer Res Treat 2021; 187:893-902. [PMID: 33616773 DOI: 10.1007/s10549-021-06135-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2020] [Accepted: 02/05/2021] [Indexed: 10/22/2022]
Abstract
PURPOSE Cardiac function assessment is important for detecting and managing trastuzumab-associated cardiotoxicity. Our study estimates rates and predictors of cardiac assessment among patients receiving trastuzumab for HER2-positive early breast cancer (HER2+EBC) in Australia. METHODS We conducted a retrospective cohort study of Australians initiating (neo)adjuvant trastuzumab for HER2+EBC between 1 January 2015 and 15 April 2019. We used administrative claims to determine the number of patients receiving guideline-recommended assessment, i.e. evidence of baseline cardiac assessment (between 120 days before and 30 days after trastuzumab initiation) and regular on-treatment cardiac assessments (at least every 120 days). We examined factors associated with baseline and regular on-treatment cardiac assessment. RESULTS Our study includes 5621 patients (median age 56 years), of whom 4984 (88.7%) had a baseline cardiac function test. Among 4280 patients with at least 12 months of follow-up, 2702 (63.1%) had guideline-recommended cardiac assessment. Rates of guideline-recommended assessment increased with later year of diagnosis (60.9% in 2015 vs 68.3% in 2018, OR 1.34, 95% CI 1.06-1.69). Patients with higher baseline comorbidities and greater socioeconomic disadvantage were less likely to have guideline-recommended cardiac assessment. Cardiac assessment practices varied by State/Territory. There was no association between baseline cardiac risk or anthracycline use and the likelihood of receiving guideline-recommended cardiac assessment. CONCLUSION The majority of patients receiving (neo)adjuvant trastuzumab had guideline-recommended baseline and on-treatment cardiac assessment. Variations in cardiac assessment predominantly related to system-level factors, such as year of diagnosis and geography, rather than individual patient factors.
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Brandão M, Guisseve A, Bata G, Firmino-Machado J, Alberto M, Ferro J, Garcia C, Zaqueu C, Jamisse A, Lorenzoni C, Piccart-Gebhart M, Leitão D, Come J, Soares O, Gudo-Morais A, Schmitt F, Tulsidás S, Carrilho C, Lunet N. Survival Impact and Cost-Effectiveness of a Multidisciplinary Tumor Board for Breast Cancer in Mozambique, Sub-Saharan Africa. Oncologist 2021; 26:e996-e1008. [PMID: 33325595 DOI: 10.1002/onco.13643] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2020] [Accepted: 11/13/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Despite the international endorsement of multidisciplinary tumor boards (MTBs) for breast cancer care, implementation is suboptimal worldwide, and evidence regarding their effectiveness in developing countries is lacking. We assessed the impact on survival and the cost-effectiveness of implementing an MTB in Mozambique, sub-Saharan Africa. MATERIALS AND METHODS This prospective cohort study included 205 patients with breast cancer diagnosed between January 2015 and August 2017 (98 before and 107 after MTB implementation), followed to November 2019. Pre- and post-MTB implementation subcohorts were compared for clinical characteristics, treatments, and overall survival. We used hazard ratios and 95% confidence intervals (CI), computed by Cox proportional hazards regression. The impact of MTB implementation on the cost per quality-adjusted life year (QALY) was estimated from the provider perspective. RESULTS We found no significant differences between pre- and post-MTB subcohorts regarding clinical characteristics or treatments received. Among patients with early breast cancer (stage 0-III; n = 163), the 3-year overall survival was 48.0% (95% CI, 35.9-59.1) in the pre-MTB and 73.0% (95% CI, 61.3-81.6) in the post-MTB subcohort; adjusted hazard ratio, 0.47 (95% CI, 0.27-0.81). The absolute 3-year mean cost increase was $119.83 per patient, and the incremental cost-effectiveness ratio was $802.96 per QALY, corresponding to 1.6 times the gross domestic product of Mozambique. CONCLUSION The implementation of a MTB in Mozambique led to a 53% mortality decrease among patients with early breast cancer, and it was cost-effective. These findings highlight the feasibility of implementing this strategy and the need for scaling-up MTBs in developing countries, as a way to improve patient outcomes. IMPLICATIONS FOR PRACTICE Currently, more than half of the deaths from breast cancer in the world occur in developing countries. Strategies that optimize care and that are adjusted for available resources are needed to improve the outcomes of patients with breast cancer in these regions. The discussion of cases at multidisciplinary tumor boards (MTBs) may improve survival outcomes, but implementation is suboptimal worldwide, and evidence regarding their effectiveness in developing countries is lacking. This study evaluated the impact of implementing an MTB on the care and survival of patients with breast cancer in Mozambique, sub-Saharan Africa and its cost-effectiveness in this low-income setting.
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Affiliation(s)
- Mariana Brandão
- EPIUnit - Instituto de Saúde Pública, Porto, Portugal.,Departamentos de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,Institut Jules Bordet, Université Libre de Bruxelles, Brussels, Belgium
| | - Assucena Guisseve
- Department of Pathology, Faculty of Medicine, University Eduardo Mondlane, Maputo, Mozambique.,Department of Pathology, Maputo Central Hospital, Maputo, Mozambique
| | - Genoveva Bata
- Oncology, Maputo Central Hospital, Maputo, Mozambique
| | - João Firmino-Machado
- EPIUnit - Instituto de Saúde Pública, Porto, Portugal.,Departamentos de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
| | - Matos Alberto
- Department of Pathology, Maputo Central Hospital, Maputo, Mozambique
| | - Josefo Ferro
- Department of Pathology, Beira Central Hospital, Beira, Mozambique
| | - Carlos Garcia
- Department of Pathology, Beira Central Hospital, Beira, Mozambique
| | - Clésio Zaqueu
- Department of Pathology, Nampula Central Hospital, Nampula, Mozambique
| | | | - Cesaltina Lorenzoni
- Department of Pathology, Faculty of Medicine, University Eduardo Mondlane, Maputo, Mozambique.,Department of Pathology, Maputo Central Hospital, Maputo, Mozambique.,National Cancer Control Programme, Ministry of Health, Maputo, Mozambique
| | | | - Dina Leitão
- Patologia e Oncologia, Faculdade de Medicina, da Universidade do Porto, Porto, Portugal.,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal.,Pathology Department, Centro Hospitalar Universitário de São João, Porto, Portugal
| | - Jotamo Come
- Surgical, Maputo Central Hospital, Maputo, Mozambique
| | - Otília Soares
- Oncology, Maputo Central Hospital, Maputo, Mozambique
| | - Alberto Gudo-Morais
- Oncology, Maputo Central Hospital, Maputo, Mozambique.,Radiotherapy, Maputo Central Hospital, Maputo, Mozambique
| | - Fernando Schmitt
- Patologia e Oncologia, Faculdade de Medicina, da Universidade do Porto, Porto, Portugal.,Instituto de Patologia e Imunologia Molecular da Universidade do Porto, Porto, Portugal
| | - Satish Tulsidás
- EPIUnit - Instituto de Saúde Pública, Porto, Portugal.,Departamentos de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal.,Oncology, Maputo Central Hospital, Maputo, Mozambique
| | - Carla Carrilho
- EPIUnit - Instituto de Saúde Pública, Porto, Portugal.,Department of Pathology, Faculty of Medicine, University Eduardo Mondlane, Maputo, Mozambique.,Department of Pathology, Maputo Central Hospital, Maputo, Mozambique
| | - Nuno Lunet
- EPIUnit - Instituto de Saúde Pública, Porto, Portugal.,Departamentos de Ciências da Saúde Pública e Forenses e Educação Médica, Faculdade de Medicina da Universidade do Porto, Porto, Portugal
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