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Torres GF, Alarcón BA, Reyes-Sanchez JM, Castaño-Gamboa N, Buitrago G. Net costs of breast cancer in Colombia: a cost-of-illness study based on administrative claims databases. COST EFFECTIVENESS AND RESOURCE ALLOCATION 2024; 22:54. [PMID: 38956674 PMCID: PMC11218325 DOI: 10.1186/s12962-024-00562-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2023] [Accepted: 06/24/2024] [Indexed: 07/04/2024] Open
Abstract
BACKGROUND Breast Cancer (BC) is associated with substantial costs of healthcare; however, real-world data regarding these costs in Colombia is scarce. The contributory regime provides healthcare services to formal workers and their dependents and covers almost half of the population in Colombia. This study aims to describe the net costs of healthcare in women with BC covered by the contributory regime in Colombia in 2019 from the perspective of the Colombian Health System. METHODS The main data source was the Capitation Sufficiency Database, an administrative database that contains patient-level data on consumption of services included in the National Formulary (PBS, in Spanish Plan de Beneficios en Salud). Data on consumption of services not included in the PBS (non-PBS) were calculated using aggregated data from MIPRES database. All direct costs incurred by prevalent cases of BC, from January 1 to December 31, 2019, were included in the analysis. The net costs of the disease were estimated by multiplying the marginal cost and the expected number of cases with BC by region and age group. Marginal costs were defined as the costs of services delivered to patients with BC after subtracting the expected costs of health services due to age, comorbidity burden or region of residence. To calculate these costs, we used Propensity Score Matching in the main analysis. All costs were expressed in 2019 international dollars. Productivity losses, transportation expenses, and caregiving costs were not included. RESULTS A total of 46,148 patients with BC were identified. Total net costs were $387 million (95% CI $377 to $396 million), 60% associated with non-PBS services. Marginal costs were $8,366 (95% Confidence Interval $8,170 to $8,573), with substantial variations between regions age groups (from $3,919 for older patients in the Amazonia region to $10,070 for younger patients in the Pacific region). The costs for PBS services were higher for ambulatory services and for patients who died during 2020. CONCLUSIONS BC imposes a substantial economic burden for the Colombian Health System with important variations in net costs between regions and age groups. Patients near death and ambulatory services were associated with higher costs of healthcare.
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Affiliation(s)
- Gabriel Fernando Torres
- Instituto de Investigaciones Clínicas, Universidad Nacional de Colombia, Carrera 45 # 26-85, Bogotá, 111321, Colombia.
| | | | | | | | - Giancarlo Buitrago
- Instituto de Investigaciones Clínicas, Universidad Nacional de Colombia, Carrera 45 # 26-85, Bogotá, 111321, Colombia
- Hospital Universitario Nacional, Calle 44 # 59-75, Bogotá, 111321, Colombia
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Chen-Xu J, Jakobsen LS, Pires SM, Viegas S. Burden of lung cancer and predicted costs of occupational exposure to hexavalent chromium in the EU - The impact of different occupational exposure limits. ENVIRONMENTAL RESEARCH 2023; 228:115797. [PMID: 37001847 DOI: 10.1016/j.envres.2023.115797] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/24/2023] [Revised: 03/28/2023] [Accepted: 03/28/2023] [Indexed: 05/16/2023]
Abstract
BACKGROUND Exposure to hexavalent chromium [Cr(VI)] occurs widely in occupational settings across the EU and is associated with lung cancer. In 2025, the occupational exposure limit is set to change to 5 μg/m3. Current exposure limits are higher, with 10 μg/m3 as a general limit and 25 μg/m3 for the welding industry. We aimed to assess the current burden of lung cancer caused by occupational exposure to Cr(VI) and to evaluate the impact of the recently established EU regulation by analysing different occupational exposure limits. METHODS Data were extracted from the literature, the Global Burden of Disease 2019) study, and Eurostat. We estimated the cases of cancer attributable to workplace exposure to Cr(VI) by combining exposure-effect relationships with exposure data, and calculated related DALYs and health costs in scenarios with different occupational exposure limits. RESULTS With current EU regulations, 253 cases (95%UI 250.96-255.71) of lung cancer were estimated to be caused by Cr(VI) in 2019, resulting in 4684 DALYs (95%UI 4683.57-4704.08). In case the welding industry adopted 10 μg/m3, a decrease of 43 cases and 797 DALYs from current values is expected. The predicted application of a 5 μg/m3 limit would cause a decrease of 148 cases and 2746 DALYs. Current costs are estimated to amount to 12.47 million euros/year (95%UI 10.19-453.82), corresponding to 39.97 million euros (95%UI 22.75-70.10) when considering costs per DALY. The limits implemented in 2025 would lead to a decrease of 23.35 million euros when considering DALYs, with benefits of introducing a limit value occurring after many decades. Adopting a 1 μg/m3 limit would lower costs to 1.04 million euros (95%UI 0.85-37.67) and to 3.33 million euros for DALYs (95%UI 1.89-5.84). DISCUSSION Assessing different scenarios with different Cr(VI) occupational exposure limits allowed to understand the impact of EU regulatory actions. These findings make a strong case for adapting even stricter exposure limits to protect workers' health and avoid associated costs.
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Affiliation(s)
- José Chen-Xu
- NOVA National School of Public Health, Public Health Research Centre, NOVA University Lisbon, Lisbon, Portugal; Public Health Unit, Primary Healthcare Cluster Baixo Mondego, Coimbra, Portugal.
| | | | | | - Susana Viegas
- NOVA National School of Public Health, Public Health Research Centre, Comprehensive Health Research Center, CHRC, NOVA University Lisbon, Lisbon, Portugal
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Cordeiro de Lima VC, Corassa M, Saldanha E, Freitas H, Arrieta O, Raez L, Samtani S, Ramos M, Rojas C, Burotto M, Chamorro DF, Recondo G, Ruiz-Patiño A, Más L, Zatarain-Barrón L, Mejía S, Nicolas Minata J, Martín C, Bautista Blaquier J, Motta Guerrero R, Aliaga-Macha C, Carracedo C, Ordóñez-Reyes C, Garcia-Robledo JE, Corrales L, Sotelo C, Ricaurte L, Santoyo N, Cuello M, Jaller E, Rodríguez J, Archila P, Bermudez M, Gamez T, Russo A, Viola L, Malapelle U, de Miguel Perez D, Rolfo C, Rosell R, Cardona AF. STK11 and KEAP1 mutations in non-small cell lung cancer patients: Descriptive analysis and prognostic value among Hispanics (STRIKE registry-CLICaP). Lung Cancer 2022; 170:114-121. [PMID: 35753125 DOI: 10.1016/j.lungcan.2022.06.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2022] [Revised: 06/14/2022] [Accepted: 06/16/2022] [Indexed: 11/28/2022]
Abstract
BACKGROUND Mutations in STK11 (STK11Mut) and, frequently co-occurring, KEAP1 mutations (KEAP1Mut) are associated with poor survival in metastatic Non-small Cell Lung Cancer (mNSCLC) patients treated with immunotherapy. However, there are limited data regarding the prognostic or predictive significance of these genomic alterations among Hispanics. METHODS This retrospective study analyzed a cohort of Hispanic patients (N = 103) diagnosed with mNSCLC from the US and seven Latin American countries (LATAM) treated with immune checkpoint inhibitors (ICI) alone or in combination as first-line (Cohort A). All cases were treated in routine care between January 2016 and December 2021. The main objectives were to determine the association of mutations in STK11 or KEAP1 in these patients' tumors with overall (OS) and progression-free survival (PFS), presence of KRAS mutations, tumor mutational burden (TMB), and other relevant clinical variables. To compare outcomes with a STK11Wt/KEAP1Wt population, historical data from a cohort of Hispanic patients (N = 101) treated with first-line ICI was used, matching both groups by country of origin, gender, and Programed Death-ligand 1 (PD-L1) expression level (Cohort B). RESULTS Most tumors had mutations only in STK11 or KEAP1 (45.6%) without KRAS co-mutation or any other genomic alteration. Besides, 35%, 8.7%, 6.8%, and 3.9% were KRASMut + STK11Mut, KRASMut + STK11Mut + KEAP1Mut, STK11Mut + KEAP1Mut, and KRASMut + KEAP1Mut, respectively. Based on KRAS status, STK11 alterations were associated with significantly lower PD-L1 expression among those with KRASWt (p = 0.023), whereas KEAP1 mutations were predominantly associated with lower PD-L1 expression among KRASMut cases (p = 0.047). Tumors with KRASMut + KEAP1Mut had significantly higher median TMB when compared to other tumors (p = 0.040). For Cohort A, median PFS was 4.9 months (95%CI 4.3-5.4), slightly longer in those with KEAP1mut 6.1 months versus STK11Mut 4.7 months (p = 0.38). In the same cohort, PD-L1 expression and TMB did not influence PFS. OS was significantly longer among patients with tumors with PD-L1 ≥ 50% (30.9 months), and different from those with PD-L1 1-49% (22.0 months), and PD-L1 < 1% (12.0 months) (p = 0.0001). When we compared the cohorts A and B, OS was significantly shorter for patients carrying STK1 [STK11Mut 14.2 months versus STK11Wt 27.0 months (p = 0.0001)] or KEAP1 [KEAP1Mut 12.0 months versus KEAP1Wt 24.4 months (p = 0.005)] mutations. PD-L1 expression significantly affected OS independently of the presence of mutations in STK11, KEAP1, or KRAS. TMB-H favored better OS. CONCLUSIONS This is the first large Hispanic cohort to study the impact of STK11 and KEAP1 mutations in NSCLC patient treated with ICI. Our data suggest that mutations in the above-mentioned genes are associated with PD-L1 expression levels and poor OS.
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Affiliation(s)
| | - Marcelo Corassa
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Erick Saldanha
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Helano Freitas
- Thoracic Oncology Unit, A.C.Camargo Cancer Center, Sao Paulo, Brazil
| | - Oscar Arrieta
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Luis Raez
- Thoracic Oncology Department, Memorial Cancer Institute, Memorial Health Care System, Miami, FL, USA
| | - Suraj Samtani
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Maritza Ramos
- Thoracic Oncology Unit, National Cancer Institute (INCan), México City, Mexico
| | - Carlos Rojas
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Mauricio Burotto
- Medical Oncology Department, Bradford Hill Clinical Research Center, Santiago, Chile
| | - Diego F Chamorro
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Gonzalo Recondo
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | - Alejandro Ruiz-Patiño
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Luis Más
- Medical Oncology Department, Instituto Nacional de Enfermedades Neoplásicas - INEN, Lima, Peru
| | | | - Sergio Mejía
- Clinical Oncology Department, Instituto de Cancerologia - Clinica las Americas - AUNA, Colombia
| | - José Nicolas Minata
- Clinical Oncology Department, Hospital Italiano de Buenos Aires, Buenos Aires, Argentina
| | - Claudio Martín
- Thoracic Oncology Unit, Instituto Alexander Fleming, Buenos Aires, Argentina
| | - Juan Bautista Blaquier
- Thoracic Oncology Unit, Centro de Educación Médica e Investigaciones Clínicas (CEMIC), Buenos Aires, Argentina
| | | | | | - Carlos Carracedo
- Clinical Oncology Department, Centro Oncológico Aliada, Lima, Peru
| | - Camila Ordóñez-Reyes
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Luis Corrales
- Thoracic Oncology Unit, Centro de Investigación y Manejo del Cáncer - CIMCA, San José, Costa Rica
| | - Carolina Sotelo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | | | - Nicolas Santoyo
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Mauricio Cuello
- Medical Oncology Department, Hospital de Clínicas, Universidad de la Republica -UdeLAR, Montevideo, Uruguay
| | - Elvira Jaller
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - July Rodríguez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Pilar Archila
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Maritza Bermudez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Tatiana Gamez
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia
| | - Alessandro Russo
- Medical Oncology Department, Azienda Ospedaliera Papardo, Messina, Sicilia, Italy
| | - Lucia Viola
- Thoracic Oncology Unit, Fundación Neumológica Colombiana, Bogotá, Colombia
| | - Umberto Malapelle
- Predictive Molecular Pathology Laboratory, Department of Public Health, University Federico II of Naples, Naples, Italy
| | - Diego de Miguel Perez
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Christian Rolfo
- Center for Thoracic Oncology, The Tisch Cancer Institute Icahn School of Medicine, Mount Sinai, Mount Sinai Health System, One Gustave Levy Place, NY, USA
| | - Rafael Rosell
- Cancer Biology and Precision Medicine Program, Germans Trias i Pujol Research Institute (IGTP)/Dr. Rosell Oncology Institute (IOR) Quirón-Dexeus University Institute, Barcelona, Spain
| | - Andrés F Cardona
- Foundation for Clinical and Applied Cancer Research - FICMAC, Bogotá, Colombia; Molecular Oncology and Biology Systems Research Group (Fox-G), Universidad El Bosque, Bogotá, Colombia; Direction of Research, Science and Education, Luis Carlos Sarmiento Angulo Cancer Treatment and Research Center (CTIC), Bogotá, Colombia.
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