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BACKGROUND: The identification of factors involved in the conversion across the different Alzheimer's disease (AD) stages is crucial to prevent or slow the disease progression. We aimed to assess the factors and their combination associated with the conversion across the AD stages, from mild cognitive impairment to dementia, at a mild, moderate or severe stage and to identify profiles associated with earliest/latest conversion across the AD stages. METHODS: In this study conducted on the real-life MEMORA cohort data collected from January 1, 2013, and December 31, 2019, three cohorts were selected depending on the baseline neurocognitive stage from a consecutive sample of patients attending a memory center, aged between 50 and 90 years old, with a diagnosis of AD during the follow-up, and with at least 2 visits at 6 months to 1 year of interval. A machine learning approach was used to assess the relationship between factors including socio-demographic characteristics, comorbidities and history of diseases, prescription of drugs, and geriatric hospitalizations, and the censored time to conversion from mild cognitive impairment to AD dementia, from the mild stage of dementia to the moderate or severe stages of AD dementia, and from the moderate stage of AD dementia to the severe stage. Profiles of earliest/latest conversion compared to median time to conversion across stages were identified. The median time to conversion was estimated with a Kaplan-Meier estimator. RESULTS: Overall, 2891 patients were included (mean age 77±9 years old, 65% women). The median time of follow-up was 28 months for mild cognitive impairment (MCI) patients, 33 months for mild AD dementia and 30 months for moderate AD dementia. Among the 1264 patients at MCI stage, 61% converted to AD dementia (median time to conversion: 25 months). Among the 1142 patients with mild AD dementia, 59% converted to moderate/severe stage (median time: 23 months) and among the 1332 patients with moderate AD dementia, 23% converted to severe stage (Q3 time to conversion: 22 months). Among the studied factors, cardiovascular comorbidities, anxiety, social isolation, osteoporosis, and hearing disorders were identified as being associated with earlier conversion across stages. Symptomatic treatment i.e. cholinesterase inhibitors for AD was associated with later conversion from mild stage of dementia to moderate/severe stages. CONCLUSION: This study based on a machine learning approach allowed to identify potentially modifiable factors associated with conversion across AD stages for which timely interventions may be implemented to delay disease progression.
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Enfermedad de Alzheimer , Disfunción Cognitiva , Progresión de la Enfermedad , Aprendizaje Automático , Humanos , Femenino , Masculino , Anciano , Anciano de 80 o más Años , Disfunción Cognitiva/epidemiología , Persona de Mediana Edad , Estudios de Cohortes , Pruebas Neuropsicológicas , Índice de Severidad de la EnfermedadRESUMEN
Background: Our objective was to describe the hospital-based systemic treatment sequences in early stage HER2+ breast cancer patients treated with trastuzumab in France in 2016. Methods: This retrospective observational study was based on the national hospital discharge database (PMSI). Patients hospitalized for breast cancer in 2016 and administration of trastuzumab between 6 months prior and 1 year after surgery were included. The following treatments were identified: (1) trastuzumab ± chemotherapy; (2) chemotherapy alone; (3) q3w trastuzumab weekly chemotherapy. Hospital admissions for cardiac events before and after the surgery were investigated. An unsupervised machine learning technic called TAK (Time-sequence Analysis through K-clustering) was used to identify and visualize typical systemic treatment sequences. Results: Overall, 3531 patients were included: 2619 adjuvant cohort patients (74.2%) and 912 neoadjuvant cohort patients (25.8%). The mean age was 56.4 years (±12.3), 99.7% patients were female. Treatment initiation occurred within 6 weeks of the surgery in 58% and 92% of patients, and trastuzumab treatment lasted 12 months (±1 month) in 75% and 66% of patients in the adjuvant and neoadjuvant cohorts, respectively. Nevertheless, 12% and 22% of patients were treated with trastuzumab for <11 months in the adjuvant and neoadjuvant cohorts, respectively. There was not one standard sequence of treatments per cohort, but 4 and 3 typical treatment sequences in the adjuvant and the neoadjuvant cohorts, respectively, plus 2 treatment sequences with an early treatment withdrawal. The frequency of patients with ⩾1 hospital stay with a cardiac event was higher among patients with an early treatment withdrawal. Conclusions: The treatment sequences of most patients were in line with the recommendations in force. The machine learning approach provided a telling visual display of the results, thereby allowing healthcare professionals, health authorities, patients, and care givers to see the whole picture of the hospital-administered drug strategies.
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INTRODUCTION: The risk of developing pneumococcal infections increases with certain chronic conditions and in immunocompromised patients. We aimed to monitor pneumococcal vaccination coverage in at-risk patients and to examine factors associated with pneumococcal vaccination in France. MATERIAL AND METHODS: In this annual cross-sectional study, at-risk patients were extracted between 2014 and 2018 from the National Health Insurance's (NHI) General scheme's claims database with their vaccine reimbursements. Descriptive analyses and a logistic model were performed to assess the influence of healthcare use and medical and demographic factors on pneumococcal vaccination. RESULTS AND DISCUSSION: In 2018, 4.5% of 4,045,021 at-risk adults were up to date with their pneumococcal vaccination. During the study period, the number of patients with chronic medical conditions (86% of 4,045,021) increased by 10.1%, but vaccination coverage decreased from 12.9% to 2.9%. The population with immunocompromised status (14% of 4,045,021) increased by 16.2% and vaccination coverage from 10.3% to 18.8%. Influenza vaccination coverage was much higher and stable (around 45.0%). Factors associated with pneumococcal vaccination were: immunocompromised status vs. having a chronic medical condition (odds ratio [OR] 4.72), influenza vaccination (OR 2.36-3.42), hepatitis B vaccination (OR 2.82), DTPolio vaccination (OR 1.52), ≥5 specialist physicians' visits (OR 1.17), and age above 74 (OR 1.12). Pneumococcal vaccine dispensing was extremely low (median of 9per GP,1per specialist over 9 years) despite frequent healthcare visits. CONCLUSION: Pneumococcal and influenza vaccination coverage of adults at risk of pneumococcal disease fell well below public health expectations. Invitations for pneumococcal vaccination should be sent by the NHI to high-risk patients. Patient management protocols should include pneumococcal vaccination. Patients with multiple comorbidities are a high-priority population given the large potential health gains offered by pneumococcal vaccination. Commitment of both scientific societies and health authorities is urgently needed to increase vaccination coverage in at-risk populations.
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Vacunas contra la Influenza , Gripe Humana , Infecciones Neumocócicas , Adulto , Estudios Transversales , Humanos , Gripe Humana/epidemiología , Gripe Humana/prevención & control , Infecciones Neumocócicas/epidemiología , Infecciones Neumocócicas/prevención & control , Vacunas Neumococicas , Streptococcus pneumoniae , Vacunación , Cobertura de VacunaciónRESUMEN
BACKGROUND: The aim is to report healthcare costs in a nationwide cohort of patients with an implantable cardioverter defibrillator (ICD). METHODS: This real-life longitudinal retrospective cohort study was based on the French National Health Data System and enrolled all adult patients from the general health insurance scheme implanted with an ICD between 2008 and 2011, and followed them until 2018. RESULTS: Overall, 19,408 patients were included (mean age 63.8, SD 12.4 years, 81.6% males), with cardiac resynchronization therapy (CRTD), single-chamber, and dual-chamber ICD in 42.5%, 29.8%, 27.7% of patients, respectively. After a mean follow-up of 6.6 SD 3.3 years, 9514 patients (49.0%) died, and 8678 patients (44.7%) had their ICD replaced. The total healthcare cost (all diseases and injuries combined) was 15,893/patient-year, of which 32% were estimated to be ICD-related. These ICD-related costs were: the implantation hospital stay (representing 59% of the ICD-related costs), ICD replacement (22%), complications' management (11%), and follow-up (9%). Some health events (e.g., a complication during ICD replacement) were counted in two categories, hence the sum of the proportions is >100%. Being under 55 vs. above 75 years old, being treated for hypertension vs. not treated, and receiving a CRT-D vs. a single-chamber ICD each increased the mean total ICD-related cost per patient by approximately 20%; ICD replacement vs. no replacement increased it by 71%. CONCLUSIONS: Almost two thirds of the total ICD patients' healthcare costs remained not ICD-related. Advancing the understanding of direct and indirect costs may help improving cost-effectiveness of patients' care pathway.
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Terapia de Resincronización Cardíaca , Desfibriladores Implantables , Adulto , Anciano , Estudios de Cohortes , Femenino , Costos de la Atención en Salud , Humanos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Resultado del TratamientoRESUMEN
INTRODUCTION: Since 2014, Balloon Pulmonary Angioplasty (BPA) has become an emerging and complementary strategy for chronic thromboembolic hypertension (CTEPH) patients who are not suitable for pulmonary endarterectomy (PEA) or who have recurrent symptoms after the PEA procedure. OBJECTIVE: To assess the hospital cost of BPA sessions and management in CTEPH patients. METHODS: An observational retrospective cohort study of CTEPH-adults hospitalized for a BPA between January 1st, 2014 and June 30th, 2016 was conducted in the 2 centres performing BPA in France (Paris Sud and Grenoble) using the French national hospital discharge database (PMSI-MCO). Patients were followed until 6 months or death, whichever occurred first. Follow-up stays were classified as stays with BPA sessions, for BPA management or for CTEPH management based on a pre-defined algorithm and a medical review using type of diagnosis (ICD-10), delay from last BPA procedure stay and length of stay. Hospital costs (including medical transports) were estimated from National Health Insurance perspective using published official French tariffs from 2014 to 2016 and expressed in 2017 Euros. RESULTS: A total of 191 patients were analysed; mainly male (53%), with a mean age of 64,3 years. The first BPA session was performed 1.1 years in median (IQR 0.3-2.92) after the first PH hospitalisation. A mean of 3 stays with BPA sessions per patient were reported with a mean length of stay of 8 days for the first stay and 6 days for successive stays. The total hospital cost attributable to BPA was 4,057,825 corresponding to 8,764±3,435 per stay and 21,245±12,843 per patient. Results were sensitive to age classes, density of commune of residence and some comorbidities. CONCLUSIONS: The study generated robust real-world data to assess the hospital cost of BPA sessions and management in CTEPH patients within its first years of implementation in France.
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Angioplastia de Balón/economía , Embolia Pulmonar/cirugía , Tromboembolia/cirugía , Anciano , Anciano de 80 o más Años , Femenino , Costos de Hospital , Humanos , Masculino , Persona de Mediana Edad , Alta del Paciente , Estudios RetrospectivosRESUMEN
BACKGROUND: Community-acquired pneumonia (CAP), especially pneumococcal CAP (P-CAP), is associated with a heavy burden of illness as evidenced by high rates of intensive care unit (ICU) admission, mortality, and costs. Although well-defined acutely, determinants influencing long-term burden are less known. This study assessed determinants of 28-day and 1-year mortality and costs among P-CAP patients admitted in ICUs. METHODS: Data regarding all hospital and ICU stays in France in 2014 were extracted from the French healthcare administrative database. All patients admitted in the ICU with a pneumonia diagnosis were included, except those hospitalized for pneumonia within the previous 3 months. The pneumococcal etiology and comorbidities were captured. All hospital stays were included in the cost analysis. Comorbidities and other factors effect on the 28-day and 1-year mortality were assessed using a Cox regression model. Factors associated with increased costs were identified using log-linear regression models. RESULTS: Among 182,858 patients hospitalized for CAP in France for 1 year, 10,587 (5.8%) had a P-CAP, among whom 1665 (15.7%) required ICU admission. The in-hospital mortality reached 22.8% at day 28 and 32.3% at 1 year. The mortality risk increased with age > 54 years, malignancies (hazard ratio (HR) 1.54, 95% CI [1.23-1.94], p = 0.0002), liver diseases (HR 2.08, 95% CI [1.61-2.69], p < 0.0001), and the illness severity at ICU admission. Compared with non-ICU-admitted patients, ICU survivors remained at higher risk of 1-year mortality. Within the following year, 38.2% (516/1350) of the 28-day survivors required at least another hospital stay, mostly for respiratory diseases. The mean cost of the initial stay was 19,008 for all patients and 11,637 for subsequent hospital stays within 1 year. One-year costs were influenced by age (lower in patients > 75 years old, p = 0.008), chronic cardiac (+ 11% [0.02-0.19], p = 0.019), and respiratory diseases (+ 11% [0.03-0.18], p = 0.006). CONCLUSIONS: P-CAP in ICU-admitted patients was associated with a heavy burden of mortality and costs at one year. Older age was associated with both early and 1-year increased mortality. Malignant and chronic liver diseases were associated with increased mortality, whereas chronic cardiac failure and chronic respiratory disease with increased costs. TRIAL REGISTRATION: N/A (study on existing database).
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Capacidad de Camas en Hospitales/normas , Neumonía Neumocócica/diagnóstico , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Niño , Preescolar , Costo de Enfermedad , Femenino , Francia/epidemiología , Costos de la Atención en Salud/estadística & datos numéricos , Capacidad de Camas en Hospitales/estadística & datos numéricos , Mortalidad Hospitalaria/tendencias , Humanos , Lactante , Unidades de Cuidados Intensivos/economía , Unidades de Cuidados Intensivos/organización & administración , Unidades de Cuidados Intensivos/estadística & datos numéricos , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Neumonía Neumocócica/economía , Neumonía Neumocócica/epidemiología , Estudios Retrospectivos , Factores de Riesgo , Índice de Severidad de la EnfermedadRESUMEN
BACKGROUND: Results of previous studies demonstrated that high-intensity end-of-life (EOL) care improves neither cancer patients' survival nor quality of life. Our objective was to assess the incidence of and factors associated with aggressiveness of care during the last 30 days of life (DOL) of lung cancer (LC) patients and the impacts of aggressiveness of care in EOL-care costs. PATIENTS AND METHODS: Using French national hospital database, all patients with LC who died between January 1, 2010, and December 31, 2011, or between January 1, 2015, and January 31, 2016, were included. EOL-care aggressiveness was assessed using the following criteria: chemotherapy administered within the last 14 DOL; more than one hospitalization within the last 30 DOL; admission to the intensive care unit within the last 30 DOL; and palliative care initiated < 3 days before death. Expenditures were limited to direct costs, from a health care payer's perspective. RESULTS: Among 79,746 adult LC patients identified; 57% had at least one indicator of EOL-care aggressiveness (49% repeated hospitalizations, 12% intensive care unit admissions, 9% chemotherapy, 5% palliative care). It increased significantly between the 2 periods (56% vs. 58%, P < .001). Young age, male sex, shorter time since diagnosis, comorbidities, no malnutrition, type of care facility other than general hospital, social deprivation, and low-density population were independently associated with having one or more indicator of aggressive EOL care. The mean EOL cost was 8152 ± 5117 per patient, but the cost was significantly higher for patients with at least one EOL-care aggressiveness criterion (9480 vs. 6376, P < .001). CONCLUSION: In France, a majority of LC patients had at least one criterion of aggressive EOL care that had a major economic impact on the health care system.
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Costos de la Atención en Salud/estadística & datos numéricos , Neoplasias Pulmonares/terapia , Cuidados Paliativos/estadística & datos numéricos , Cuidado Terminal/métodos , Adolescente , Adulto , Factores de Edad , Anciano , Anciano de 80 o más Años , Bases de Datos Factuales , Femenino , Francia , Hospitalización/economía , Hospitalización/estadística & datos numéricos , Humanos , Unidades de Cuidados Intensivos/economía , Unidades de Cuidados Intensivos/estadística & datos numéricos , Neoplasias Pulmonares/economía , Masculino , Persona de Mediana Edad , Cuidados Paliativos/economía , Estudios Retrospectivos , Factores Sexuales , Cuidado Terminal/economía , Adulto JovenRESUMEN
BACKGROUND & AIMS: Pulmonary arterial hypertension is a severe disease associated with frequent hospitalisations. This retrospective analysis of the French medical information PMSI-MSO database aimed to describe incident cases of patients with pulmonary arterial hypertension hospitalised in France in 2013 and to document associated hospitalisation costs from the national health insurance perspective. METHODS: Cases of pulmonary arterial hypertension were identified using a diagnostic algorithm. All cases hospitalised in 2013 with no hospitalisation the previous two years were retained. All hospital stays during the year following the index hospitalisation were extracted, and classified as incident stays, monitoring stays or stays due to disease worsening. Costs were attributed from French national tariffs. RESULTS: 384 patients in France were hospitalised with incident pulmonary arterial hypertension in 2013. Over the following twelve months, patients made 1,271 stays related to pulmonary arterial hypertension (415 incident stays, 604 monitoring stays and 252 worsening stays). Mean age was 59.6 years and 241 (62.8%) patients were women. Liver disease and connective tissue diseases were documented in 62 patients (16.1%) each. Thirty-one patients (8.1%) died during hospitalisation and four (1.0%) received a lung/heart-lung transplantation. The total annual cost of these hospitalisations was 3,640,382. 2,985,936 was attributable to standard tariffs (82.0%), 463,325 to additional ICU stays (12.7%) and 191,118 to expensive drugs (5.2%). The mean cost/stay was 2,864, ranging from 1,282 for monitoring stays to 7,285 for worsening stays. CONCLUSIONS: Although pulmonary arterial hypertension is rare, it carries a high economic burden.
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Tiempo de Internación/economía , Hipertensión Arterial Pulmonar/economía , Hipertensión Arterial Pulmonar/epidemiología , Adulto , Anciano , Comorbilidad , Costos y Análisis de Costo , Bases de Datos Factuales , Femenino , Francia/epidemiología , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Programas Nacionales de Salud , Hipertensión Arterial Pulmonar/mortalidad , Estudios RetrospectivosRESUMEN
BACKGROUND: Territorial differences in the access to innovative anticancer drugs have been reported from many countries. The objectives of this study were to evaluate access to innovative treatments for metastatic lung cancer in France, and to assess whether socioeconomic indicators were predictors of access at the level of the municipality of residence. METHODS: All incident cases of metastatic lung cancer hospitalised for a chemotherapy in public hospitals in 2011 were identified from the French National Hospital discharge database. Information on prescription of innovative drugs from an associated database (FICHCOMP) was crossed with the population density of the municipality and a social deprivation index based on national census data. RESULTS: Overall, 21,974 incident cases of metastatic lung cancer were identified, all of whom were followed for 2 years. Of the 11,486 analysable patients receiving chemotherapy in the public sector, 6959 were treated with a FICHCOMP drug at least once, principally pemetrexed. In multivariate analysis, prescription of FICHCOMP drugs was less frequent in patients ≥66 years compared to those ≤55 years (odds ratio: 0.49 [0.44-0.55]), in men compared to women (0.86 [0.79-0.94]) and in patients with renal insufficiency (0.55 [0.41-0.73]) and other comorbidities. Prescription rates were also associated with social deprivation, being lowest in the most deprived municipalities compared to the most privileged municipalities (odds ratio: 0.82 [0.72-0.92]). No association was observed between the population density of the municipality and access to innovative drugs. CONCLUSION: Although access to innovative medication in France seems to be relatively equitable, social deprivation is associated with poorer access. The reasons for this need to be investigated and addressed.
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Desarrollo de Medicamentos , Utilización de Medicamentos , Neoplasias Pulmonares/epidemiología , Anciano , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Comorbilidad , Bases de Datos Factuales , Femenino , Francia/epidemiología , Hospitalización , Humanos , Neoplasias Pulmonares/tratamiento farmacológico , Neoplasias Pulmonares/patología , Masculino , Persona de Mediana Edad , Estadificación de Neoplasias , Oportunidad Relativa , Factores SocioeconómicosRESUMEN
PURPOSE: To assess the incremental cost associated with the management of patients with primary non-squamous non-small cell lung cancer (NSCLC) with brain metastases at the time of diagnosis. METHODS: Data were extracted from the French Hospital medical information database (Programme de Médicalisation des Systèmes d'Information (PMSI)). Patients with non-squamous NSCLC were identified through a diagnosis of lung cancer and a prescription of bevacizumab or pemetrexed. All such patients hospitalised with lung cancer for the first time in 2013 and with metastases identified at the first hospitalisation were eligible. Two cohorts were identified, one with brain metastases (group B: n=971) and one with metastases at other sites (group A: n=1529). For each patient, total in-hospital medical resource consumption associated with the initial hospitalisation in 2013 and with any follow-up stays in the following 24 months was documented. Costs were attributed from official French national tariffs and expressed in 2017 euros. RESULTS: The mean number of hospitalisations per patient in the 24-moth follow-up period was 17 in group A and 21 in group B. >99% of patients in both groups received chemotherapy. 58% of patients in group B and 13% in group A were managed by radiotherapy. 37% in group B and 24% in group A received palliative care. The associated cost was 2979 per patient-month for patients in group B and 2426 for patients in group A, representing a differential cost of 553 per month. Radiotherapy (+164/month) and palliative care (+130/month) were the principal drivers of the incremental cost. CONCLUSIONS: The presence of brain metastases at the time of diagnosis of non-squamous NSCLC carries a significant burden, and ways of lowering this burden are needed.
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OBJECTIVES: To estimate the number of patients hospitalized for HIV-related reasons in France, to describe their characteristics and to estimate hospitalization-associated costs. DESIGN: A retrospective analysis of the French hospital medical information database (Programme de médicalisation des systèmes d'information en médecine, chirurgie, obstétrique et odontologie database). METHODS: Patients hospitalized with HIV in France in 2013 and 2014 were identified in the database through International Classification of Diseases, 10th revision diagnostic codes as well as comorbidities and opportunistic infections. Hospital stays for each patient were extracted over a 12-month period following the initial index hospitalization. Costing was performed from the perspective of national health insurance. Direct costs were attributed from national tariffs for medical acts and expressed in 2016 Euros. RESULTS: During the study period, 70â180 stays, including day (80%) and overnight (20%) hospitalization, of patients with HIV were identified, of which 37â477 stays (by 20â126 patients) were directly related to HIV. In patients with overnight hospitalization, an opportunistic infection was documented in 50% of patients and at least one comorbidity were identified in 85% of patients. The overall estimated total annual cost of hospital stays was &OV0556; 64â126â616 (median annual cost per patient: &OV0556; 545). The median annual per capita cost was &OV0556; 541 for day hospitalization, &OV0556; 7664 for overnight stay with comorbidities and &OV0556; 9059 for overnight stay with opportunistic infections. CONCLUSION: Most patients hospitalized with HIV in France presented an opportunistic infection or at least one comorbidity that contributed to costs of hospitalization. The organization of interfaces between different healthcare providers in hospital and community practice needs to be organized so that comorbidities are identified and managed optimally.
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Infecciones por VIH/complicaciones , Costos de la Atención en Salud/estadística & datos numéricos , Hospitalización/economía , Adolescente , Adulto , Anciano , Anciano de 80 o más Años , Animales , Niño , Preescolar , Femenino , Francia , Humanos , Lactante , Recién Nacido , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Adulto JovenRESUMEN
This study was undertaken to determine the healthcare burden of malignant pleural mesothelioma (MPM) in France and to analyze its associations with socioeconomic deprivation, population density, and management outcomes. A national hospital database was used to extract incident MPM patients in years 2011 and 2012. Cox models were used to analyze 1- and 2-year survival according to sex, age, co-morbidities, management, population-density index, and social deprivation index. The analysis included 1,890 patients (76% men; age: 73.6 ± 10.0 years; 84% with significant co-morbidities; 57% living in urban zones; 53% in highly underprivileged areas). Only 1% underwent curative surgical procedure; 65% received at least one chemotherapy cycle, 72% of them with at least one pemetrexed and/or bevacizumab administration. One- and 2-year survival rates were 64% and 48%, respectively. Median survival was 14.9 (95% CI: 13.7-15.7) months. The mean cost per patient was 27,624 ± 17,263 euros (31% representing pemetrexed and bevacizumab costs). Multivariate analyses retained men, age >70 years, chronic renal failure, chronic respiratory failure, and never receiving pemetrexed as factors of poor prognosis. After adjusting the analysis to age, sex, and co-morbidities, living in rural/semi-rural area was associated with better 2-year survival (HR: 0.83 [95% CI: 0.73-0.94]; P < 0.01); social deprivation index was not significantly associated with survival. With approximately 1,000 new cases per year in France, MPMs represents a significant national health care burden. Co-morbidities, sex, age, and living place appear to be significant factors of prognosis.
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Costo de Enfermedad , Neoplasias Pulmonares/epidemiología , Mesotelioma/epidemiología , Neoplasias Pleurales/epidemiología , Adulto , Anciano , Anciano de 80 o más Años , Estudios de Cohortes , Comorbilidad , Bases de Datos Factuales , Francia/epidemiología , Costos de la Atención en Salud , Humanos , Neoplasias Pulmonares/mortalidad , Mesotelioma/mortalidad , Mesotelioma Maligno , Persona de Mediana Edad , Neoplasias Pleurales/mortalidad , Vigilancia en Salud PúblicaRESUMEN
BACKGROUND: Management of metastatic melanoma is changing rapidly following the introduction of innovative effective therapies, with consequences for the allocation of healthcare resources. The objective of this study was to assess hospitalisation costs of metastatic melanoma in France from 2011 to 2013 from the perspective of the government payer. METHODS: The population studied corresponded to all adults with metastatic melanoma hospitalised in France between 1st January 2011 and 31st December 2013 who required chemotherapy, immunotherapy or radiotherapy due to tumour progression and unresectable Stage III or Stage IV melanoma. Metastatic melanoma was identified by ICD-10 codes documented in the hospital patient discharge records. For each patient, hospital stays were stratified into a pre- or post- progression health state using proxy variables for the RECIST criteria. All healthcare expenditure documented in the French national hospital claims system database and incurred between the index hospitalisation (or change of progression state) and the end of follow-up were analysed. For the principal analysis, valuation of healthcare resource consumption was performed using official national hospitalisation tariffs. Any expensive therapy administered during the stay was documented from a linked database of expensive drugs (FICHCOMP). RESULTS: Seventy-eight thousand seven hundred fifty hospital stays by 10,337 patients with metastatic melanoma were identified over the three-year study period. Annual per capita costs of hospitalisation were 5046 in the pre-progression stage and 19,006 in the post-progression stage. Hospitalisations attributed to adverse drug reactions to chemotherapy or immunotherapy were observed in 27% of patients. Annual per capita costs of these hospitalisations related to adverse drug reactions were 3762 in the pre-progression stage and 5523 in the post-progression stage. CONCLUSIONS: Hospitalisation costs related to metastatic melanoma rise substantially as the disease progresses. Treatment strategies which slow down disease progression would be expected to reduce costs of hospitalisation for metastatic melanoma, although they may also entail significant acquisition costs. This will entail organisational changes of resource allocation for the treatment of metastatic melanoma in hospitals.
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Costos de Hospital , Hospitalización/economía , Melanoma/economía , Adulto , Anciano , Bases de Datos Factuales , Quimioterapia/economía , Femenino , Francia/epidemiología , Humanos , Inmunoterapia/economía , Masculino , Melanoma/mortalidad , Melanoma/secundario , Melanoma/terapia , Persona de Mediana Edad , Metástasis de la Neoplasia , Estudios RetrospectivosRESUMEN
The French healthcare system is a universal healthcare system with no financial barrier to access to health services and cancer drugs. The objective of the study is to investigate associations between, on the one hand, incidence and survival of patients diagnosed with lung cancer in France and, on the other, the socioeconomic deprivation and population density of their municipality of residence. A national, longitudinal analysis using data from the French National Hospital database crossed with the population density of the municipality and a social deprivation index based on census data aggregated at the municipality level. For lung cancer diagnosed at the metastatic stage, one-year and two-year survival was not associated with the population density of the municipality of residence. In contrast, mortality was higher for people living in very deprived, deprived and privileged areas compared to very privileged areas (hazard ratios at two years: 1.19 [1.13-1.25], 1.14 [1.08-1.20] and 1.10 [1.04-1.16] respectively). Similar associations are also observed in patients diagnosed with non-metastatic disease (hazard ratios at two years: 1.21 [1.13-1.30], 1.15 [1.08-1.23] and 1.10 [1.03-1.18] for people living in very deprived, deprived and privileged areas compared to very privileged areas). Despite a universal healthcare coverage, survival inequalities in patients with lung cancer can be observed in France with respect to certain socioeconomic indicators.
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Neoplasias Pulmonares/patología , Análisis de Supervivencia , Francia , Humanos , Estudios RetrospectivosRESUMEN
Objective: Only limited recent information is available concerning the regional incidence and prevalence of chronic hepatitis C (CHC), but this information is critical for optimal definition of public health policies for the management of hepatitis C. The objective of this study was to evaluate the feasibility of mapping potential regional differences in the prevalence of CHC and its complications using data from a health administrative database. Methods: The 2012 PMSI MCO hospital database contains information on diagnosis and healthcare resource use, essentially related to all hospitalisations in France. Hospital stays related to CHC were identified on the basis of ICD-10 disease codes. Hospital stays were classified according to stage of liver disease: non-cirrhotic liver disease, compensated cirrhosis, decompensated cirrhosis or hepatocellular carcinoma (HCC). All study variables were documented for each French administrative region in 2012. Results: In 2012, 12,040 patients were hospitalised in France for a reason related to CHC, corresponding to a standardised age- and gender- adjusted prevalence rate of 19.3/100,000 persons. The highest prevalences of CHC and HCC were observed in the Ile de France, Alsace and Provence-Alpes-Côte-d'Azur regions. Conclusions: This study demonstrates the feasibility of using the PMSI database to identify regional differences in the prevalence of CHC. This information may be useful for planning regional healthcare resource provision for CHC.
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Disparidades en el Estado de Salud , Hepatitis C Crónica/complicaciones , Hepatitis C Crónica/epidemiología , Hospitalización/estadística & datos numéricos , Adulto , Anciano , Estudios de Factibilidad , Femenino , Francia/epidemiología , Humanos , Masculino , Persona de Mediana Edad , Prevalencia , Estudios Retrospectivos , Adulto JovenRESUMEN
OBJECTIVE: The HAS-BLED, ATRIA, and HEMORR2HAGES risk scores were created to evaluate individual bleeding risk in atrial fibrillation (AF). We sought to estimate and compare the predictive ability of these scores for major hemorrhage in AF, including elderly (≥80years) and non-elderly (<80years) patients. METHODS: This cross-sectional study is based on the French National Hospital Database (PMSI), which covers the entire French population. Data from all patients with an AF diagnosis in 2012 were extracted. Demographic and comorbidity data were used to calculate the three bleeding risk scores for each patient. Patients hospitalized with a principal diagnosis of major bleeding were identified. RESULTS: Of the 533,044 AF patients identified, 53.2% were ≥80years; 7013 patients (1.3%) were hospitalized for a bleeding event (1785 for intracranial hemorrhage). Bleeding occurred more frequently in patients with higher HAS-BLED, HEMORR2HAGES, and ATRIA scores. In patients ≥80years, the c-statistics did not differ (p=0.27) between HAS-BLED (0.54; 95% confidence interval [CI]: 0.53-0.54), HEMORR2HAGES (0.53; 95% CI: 0.53-0.54), and ATRIA (0.53; 95% CI: 0.52-0.54). In patients <80years, HAS-BLED (0.59; 95% CI: 0.58-0.60) had a slightly higher c-statistic than HEMORR2HAGES (0.56; 95% CI: 0.55-0.57) and ATRIA (0.55, 95% CI: 0.55-0.56) (p<0.0001). CONCLUSIONS: Given its simplicity and similar performance, HAS-BLED may be an attractive alternative to HEMORR2HAGES for estimation of bleeding risk in AF patients <80years. However, accurate determination of bleeding risk among the elderly is difficult with existing risk-prediction scores, indicating a clear need for improvement in their clinical utility.
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Fibrilación Atrial/diagnóstico , Hemorragias Intracraneales/diagnóstico , Anciano , Anciano de 80 o más Años , Fibrilación Atrial/complicaciones , Estudios Transversales , Femenino , Humanos , Pacientes Internos , Hemorragias Intracraneales/etiología , Masculino , Valor Predictivo de las Pruebas , Curva ROC , Estudios Retrospectivos , Medición de RiesgoRESUMEN
INTRODUCTION: Febrile neutropenia (FN) is a severe complication of chemotherapy in terms of morbidity and mortality. Using data from the PMSI database, the objective of this work was to estimate the clinical burden caused by hospitalization for FN in France, assessed by number of patients, number of stays and hospital mortality. METHODS: Using the PMSI database (which includes all hospitalizations occurring annually in France), an algorithm was used to select newly-diagnosed patients treated by chemotherapy in 2010/2011 who were hospitalized for FN within the 30 days following each administration of chemotherapy during their first year of treatment. The number, characteristics and comorbidities of patients were described, as well as the number and length of stay and mortality in hospitalized patients. RESULTS: In 2010-11, 10,229 patients were hospitalized for FN, representing a hospitalization rate of 7.4% in newly-diagnosed patients receiving chemotherapy. A total of 13,559 stays were identified, with an average duration of 6.3±8.7 days (median=4 days). A total of 720 deaths occurred during the hospital stays, corresponding to a mortality rate of 7%. Among patients hospitalized for FN, there were 14% of patients with diabetes, 8 % with heart failure, 34% with hypertension and 41% with at least one of these three comorbidities. DISCUSSION: With 10,299 hospitalized patients and 13,559 stays in 2010-11, the clinical burden induced by febrile neutropenia in cancer patients treated with chemotherapy is considerable.
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Neutropenia Febril/epidemiología , Mortalidad Hospitalaria , Hospitalización/estadística & datos numéricos , Neoplasias/tratamiento farmacológico , Adolescente , Adulto , Distribución por Edad , Anciano , Anciano de 80 o más Años , Algoritmos , Niño , Preescolar , Bases de Datos Factuales , Neutropenia Febril/inducido químicamente , Neutropenia Febril/mortalidad , Femenino , Francia/epidemiología , Humanos , Lactante , Tiempo de Internación/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Distribución por SexoRESUMEN
AIMS: Atrial fibrillation (AF) is associated with numerous cardiovascular complications. We sought to estimate the annual burden of cardiovascular complications in AF patients in French hospitals. METHODS AND RESULTS: All AF patients hospitalized in France in 2012 were identified from the national public/private hospital database. Comorbid conditions and medical histories were documented using medical records dating back 5 years. Reasons for hospitalization, type of admission (emergency or otherwise), length of stay, rehabilitation transfers, and death at discharge were identified and costs of acute and rehabilitation care determined (2012 Euros). In total, 533 044 AF patients (mean age ± SD 78.0 ± 11.4 years, 47.1% women) were hospitalized in 2012 for any reason. Hospitalizations were cardiovascular-related in 267 681 patients [22.5% cardiac dysrhythmia, 18.3% heart failure, 7.1% vascular/ischaemic diseases, 6.9% stroke/transient ischaemic attack (TIA)/systemic embolism (SE), and 1.3% haemorrhages]. Patients with stroke/TIA/SE had higher rates of emergency admission (68.1%), transfer to rehabilitation unit (28.1%), and death at discharge (13.7%) than those with other cardiovascular complications, with the exception of haemorrhages, where emergency admission rates were similar. They also had longer mean lengths of stay (12.6 ± 13.2 days for acute care and 46.8 ± 42.5 days for rehabilitation). The annual total cost (acute care and rehabilitation) for all hospitalized cardiovascular events was 1.94 billion, of which heart failure represented 805 million, vascular/ischaemic diseases 386 million, stroke 362 million, cardiac dysrhythmia 341 million, and haemorrhage 48 million. CONCLUSION: Half a million patients with AF were hospitalized in France in 2012. Cardiovascular-related hospitalizations involved half of these admissions, for a global burden of almost 2 billion, equivalent to 2.6% of total expenditure in French hospitals. Among these hospitalizations stroke/TIA/SE represented costly, but potentially preventable, complications.
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Fibrilación Atrial/economía , Fibrilación Atrial/epidemiología , Hospitalización/economía , Ataque Isquémico Transitorio/economía , Ataque Isquémico Transitorio/epidemiología , Accidente Cerebrovascular/economía , Accidente Cerebrovascular/epidemiología , Anciano , Anciano de 80 o más Años , Fibrilación Atrial/diagnóstico , Fibrilación Atrial/terapia , Comorbilidad , Ahorro de Costo , Bases de Datos Factuales , Servicios Médicos de Urgencia/economía , Femenino , Francia/epidemiología , Gastos en Salud , Costos de Hospital , Mortalidad Hospitalaria , Humanos , Ataque Isquémico Transitorio/diagnóstico , Ataque Isquémico Transitorio/terapia , Tiempo de Internación/economía , Masculino , Persona de Mediana Edad , Programas Nacionales de Salud/economía , Alta del Paciente/economía , Prevalencia , Centros de Rehabilitación/economía , Estudios Retrospectivos , Factores de Riesgo , Accidente Cerebrovascular/diagnóstico , Accidente Cerebrovascular/terapia , Factores de TiempoRESUMEN
BACKGROUND AND OBJECTIVE: This retrospective hospital database analysis aimed to determine the burden and cost of hospitalisations related to chronic hepatitis C (CHC) infections in France in 2012. METHODS: All hospital stays with CHC (ICD-10 code B18.2) coded as the principal, related or significantly associated diagnosis were extracted from the French National Hospital database 2012 (PMSI). Hospitalisations not directly related to CHC were excluded. Patients were assigned to a liver disease stage, namely non-cirrhotic liver disease, compensated cirrhosis, decompensated cirrhosis, hepatocellular carcinoma or post-liver transplantation. Costing was performed using French national tariffs and expressed in 2013 Euros. We documented 22,056 hospital stays involving 12,040 patients who were considered to be directly related to CHC. Of these stays, 11,779 (53.4%) were documented in patients with severe complications (decompensated cirrhosis, hepatocellular carcinoma or liver transplantation). RESULTS AND CONCLUSIONS: The mean number and duration of hospital stays increased with disease severity. Overall, 1181 patients (9.8%) died during hospitalisation. The total cost of hospital stays for CHC was estimated to be 61 million, of which 26.4% were attributable to hepatocellular carcinoma, 32.5% to post-liver transplantation and 21.0% to decompensated cirrhosis. Compared with a previous analysis in 2009, the number of patients hospitalised fell by 22%, although the patients hospitalised were overall more severely ill. The total cost of hospitalisation decreased by 8%, with a notably marked reduction in the number of biopsies performed (32%). This study illustrates the persistently high burden of CHC infections in France.
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Hepatitis C Crónica/economía , Hepatitis C Crónica/epidemiología , Hospitalización/economía , Adulto , Anciano , Carcinoma Hepatocelular/economía , Carcinoma Hepatocelular/epidemiología , Femenino , Francia/epidemiología , Mortalidad Hospitalaria , Hospitalización/estadística & datos numéricos , Humanos , Cirrosis Hepática/economía , Cirrosis Hepática/epidemiología , Neoplasias Hepáticas/economía , Neoplasias Hepáticas/epidemiología , Trasplante de Hígado/economía , Trasplante de Hígado/estadística & datos numéricos , Masculino , Persona de Mediana Edad , Estudios Retrospectivos , Índice de Severidad de la EnfermedadRESUMEN
OBJECTIVE: Most patients with atrial fibrillation (AF) have risk factors and coexisting conditions that increase their mortality risk. We performed a cause-of-death analysis to identify predictors of mortality in hospitalised patients with AF in France. METHODS AND RESULTS: In this retrospective, population-based cross-sectional study, the Programme de médicalisation des systèmes d'information was used to identify 533â 044 adults with a diagnosis of AF or atrial flutter hospitalised for any reason in France from January through December 2012. Stepwise multivariable analyses were performed to identify determinants of mortality. The mean age was 78.0±11.4â years, 47.1% were women, and the mean CHA2DS2-VASc score was 4.0±1.8. During hospitalisation, 9.4% (n=50â 165) of the patients died, 34% due to a cardiovascular event, most often heart failure (16.6%), stroke/transient ischaemic attack/systemic embolism (9.8%) or vascular or ischaemic disease (4.0%). The strongest predictors of overall death were age ≥75â years (OR 2.57, 95% CI 2.47 to 2.68), renal failure (OR 1.85, 95% CI 1.81 to 1.89), cancer (OR 1.81, 95% CI 1.78 to 1.85) and lung disease (OR 1.58, 95% CI 1.55 to 1.62). CONCLUSIONS: Cardiovascular events were the most common cause of death, occurring in one-third of patients, in this comprehensive study of hospitalised patients with AF. Despite the high risk of stroke in this population, only 10% died from stroke/transient ischaemic attack/systemic embolism. The strongest predictors of overall death were non-cardiovascular. Physicians should be encouraged to focus on preventable serious and disabling cardiovascular events (such as stroke) as well as on potentially fatal non-cardiovascular comorbidities.