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STUDY DESIGN: Observational, population-based cohort study. OBJECTIVES: To evaluate the origin and contribution to excess of survival differences following non-traumatic spinal cord injury (NTSCI) using etiology as proxy for variation in underlying health condition. SETTING: Specialized rehabilitation centers in Switzerland. METHODS: Medical record data collected by the Swiss Spinal Cord Injury cohort (SwiSCI) study were linked with mortality information from the Swiss National Cohort. Considering contemporary theory and empirical evidence, a directed acyclic graph (DAG) was developed to formally evaluate causal differences among NTSCI etiologies, relative to traumatic SCI (TSCI). Statistical inference was contingent on hazard ratios (HRs) and marginal survival differences, derived using flexible parametric modeling. RESULTS: 3643 individuals (NTSCI = 1357; TSCI = 2286) diagnosed with SCI between 1990 and 2011 were included, contributing a cumulative 41,344 person-years and 1323 deaths. Test statistics confirmed DAG-dataset consistency. As compared to TSCI, mortality was elevated in all NTSCI etiological groups; malignant etiologies had the highest HRs (10; 95% CI, 8.0 to 14) followed by infection (2.6; 1.8 to 3.6) and vascular (2.5; 2.0 to 3.2) etiology groups. At the attained age of 55, the estimated reduction in survival among non-malignant etiologies was 9.4% (5.8 to 13) at 5 years and 17% (11 to 23) at 20 years. CONCLUSIONS: Causal differences in survival among NTSCI etiological groups are likely a result of chronic variation in health conditions. This study supports the development of long-term interdisciplinary management and policy for individuals with NTSCI, specific to etiology.
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Traumatismos de la Médula Espinal , Causalidad , Estudios de Cohortes , Humanos , Modelos de Riesgos Proporcionales , Centros de Rehabilitación , Traumatismos de la Médula Espinal/epidemiologíaRESUMEN
STUDY DESIGN: Longitudinal community survey. OBJECTIVES: To describe the treatment for secondary health conditions as reported by individuals living with spinal cord injury (SCI) and to identify potential predictors of treatment. SETTING: Community (people with SCI living in Switzerland). METHODS: Data on the frequency, severity, and treatment of 14 common health conditions (HCs) in the past three months were collected in two surveys by the Swiss Spinal Cord Injury (SwiSCI) cohort study, in 2012 and 2017. Variation in treatment was analyzed using descriptive statistics, by survey period and severity of HC. Conditional multilevel random-effects logistic regression was used to describe differences in self-reported treatment with respect to sociodemographic and socioeconomic factors in addition to SCI characteristics and severity and number of HCs. RESULTS: Severe or chronic autonomic dysreflexia and sleep problems showed in the self-report as the HCs with the lowest occurrence/frequency of treatment. Across all HCs, higher age, shorter time since injury, the total number of HCs, and level of severity were associated with a higher propensity for reporting treatment. Individuals with severe financial difficulties additionally had 1.40 greater odds of receiving treatment (95% CI 1.09-1.80). CONCLUSIONS: This study identified systematic differences in the report of HCs and their treatment within the Swiss SCI community. This study thus provides a basis to guide future research on identifying targets of intervention for long-term clinical management of SCI.
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Traumatismos de la Médula Espinal , Estudios de Cohortes , Estudios Transversales , Humanos , Autoinforme , Traumatismos de la Médula Espinal/complicaciones , Traumatismos de la Médula Espinal/epidemiología , Traumatismos de la Médula Espinal/terapia , Encuestas y CuestionariosRESUMEN
INTRODUCTION: Studies on the association of cancer and risk of dementia are inconclusive due to result heterogeneity and concerns of survivor bias and unmeasured confounding. METHODS: This study uses data from the Memento cohort, a French multicenter cohort following persons with either mild or isolated cognitive complaints for a median of 5 years. Illness-death models (IDMs) were used to estimate transition-specific hazard ratios (HRs) and 95% confidence intervals (CIs) for incident cancer in relation to dementia from time since study entry. RESULTS: The analytical sample (N = 2258) excluded 65 individuals without follow-up information. At the end of follow-up, 286 individuals were diagnosed with dementia, 166 with incident cancer, and 95 died. Incident cancer was associated with a reduced risk of dementia (HR = 0.58, 95% CI = 0.35-0.97), with a corresponding E-value of 2.84 (lower CI = 1.21). DISCUSSION: This study supports a protective relationship between incident cancer and dementia, encouraging further investigations to understand potential underlying mechanisms.
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Disfunción Cognitiva , Demencia/epidemiología , Neoplasias/epidemiología , Anciano , Estudios de Cohortes , Femenino , Francia/epidemiología , Humanos , Masculino , Mortalidad/tendencias , Pruebas NeuropsicológicasRESUMEN
BACKGROUND: Traumatic spinal cord injuries (TSCI) are a neurological condition associated with reduced well-being, increased morbidity and reductions in life expectancy. Estimates of all-cause and cause-specific mortality can aid in identifying targets for prevention and management of contributors for premature mortality. OBJECTIVES: To compare all-cause and cause-specific rates of mortality to that of the Swiss general population; to identify differentials in risk of cause-specific mortality according to lesion characteristics. METHODS: All-cause and cause-specific standardized mortality ratios (SMRs) were calculated using data from the Swiss Spinal Cord Injury cohort study. Cause-specific subhazard ratios were estimated within a competing risk framework using flexible parametric survival models. RESULTS: Between 1990 and 2011, 2,492 persons sustained a TSCI, of which 379 died. Persons with TSCI had a mortality rate more than 2 times higher than that of the Swiss general population (SMR 2.32; 95% CI 2.10-2.56). Tetraplegic lesions were associated with an increased risk of mortality due to respiratory and cardiovascular diseases, infections, and accidents. Cause-specific SMRs were notably elevated for SCI-related conditions such as urinary tract infections (UTIs) and septicemia. CONCLUSIONS: Elevated SMRs due to cardiovascular disease, UTIs and septicemia-related mortality suggest the need for innovation when managing associated secondary health conditions.
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Causas de Muerte/tendencias , Vigilancia de la Población , Traumatismos de la Médula Espinal/diagnóstico , Traumatismos de la Médula Espinal/mortalidad , Adulto , Anciano , Enfermedades Cardiovasculares/diagnóstico , Enfermedades Cardiovasculares/etiología , Enfermedades Cardiovasculares/mortalidad , Estudios de Cohortes , Femenino , Humanos , Masculino , Persona de Mediana Edad , Mortalidad/tendencias , Vigilancia de la Población/métodos , Traumatismos de la Médula Espinal/complicaciones , Suiza/epidemiología , Infecciones Urinarias/diagnóstico , Infecciones Urinarias/etiología , Infecciones Urinarias/mortalidadRESUMEN
OBJECTIVE: To understand the occurrence of and risk factors for urinary tract infections (UTIs) in patients with spinal cord injury (SCI) undergoing specialized SCI rehabilitation in Switzerland. PATIENTS AND METHODS: This study used data collected from 369 patients, who participated in a nationwide rehabilitation cohort for SCI in Switzerland between 2013 and 2017. Information on UTIs as well as their potential determinants, including demographics, lesion characteristics, and time-updated data on functional independence and bladder management, was used. Multivariable regression methods were applied to perform a time-updated evaluation of determinants of UTI risk. RESULTS: The crude incidence rate (IR) of UTIs was 0.55 UTIs per 100 person-days (95% confidence interval [CI] 0.49-0.62), the cumulative IR was 43%, and the median length of stay was 122 days. The bladder emptying method at discharge was largely determined by 28 days after admission. Among those using indwelling or assisted intermittent catheterization (IC), the likelihood of self-IC at discharge was positively related to the level of self-care independence, negatively related to age at injury, and lower in women than men. Catheter users consistently had higher adjusted IRs for UTI than spontaneous voiders. The IR ratios were: indwelling catheter: 5.97 (95% CI 2.63-13.57); assisted IC: 6.05 (95% CI 2.63-13.94); self-IC: 5.16 (95% CI 2.31-11.52); test for differences across catheter groups: P = 0.82. Lesion severity and previous UTI had additional but smaller effect sizes. CONCLUSIONS: Bladder emptying method was identified as the main risk factor for UTI in patients with SCI. As spontaneous voiders had the lowest UTI rate, further research is warranted to reduce voiding dysfunction, for instance using neuromodulation procedures.
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Catéteres de Permanencia/estadística & datos numéricos , Cateterismo Uretral Intermitente/estadística & datos numéricos , Vejiga Urinaria Neurogénica/complicaciones , Infecciones Urinarias/epidemiología , Infecciones Urinarias/etiología , Adolescente , Adulto , Anciano , Catéteres de Permanencia/efectos adversos , Femenino , Humanos , Incidencia , Cateterismo Uretral Intermitente/efectos adversos , Tiempo de Internación , Masculino , Persona de Mediana Edad , Estudios Prospectivos , Factores de Riesgo , Autocuidado/efectos adversos , Autocuidado/estadística & datos numéricos , Traumatismos de la Médula Espinal/complicaciones , Traumatismos de la Médula Espinal/rehabilitación , Suiza/epidemiología , Vejiga Urinaria Neurogénica/fisiopatología , Micción , Adulto JovenRESUMEN
OBJECTIVE: To describe different domains of participation such as productive, leisure and social activities and describe sociodemographic and spinal cord injury (SCI)-related characteristics that are associated with participation in these domains in a large sample of community-dwelling individuals with SCI in Switzerland. DESIGN: Cross-sectional population-based survey within the Swiss Spinal Cord Injury Cohort Study. Participation in major life domains was measured by the Utrecht Scale for Evaluation of Rehabilitation-Participation (USER-Participation). Univariable unconditional analysis and unbiased recursive partitioning were used to identify the predominant associations of sociodemographic and SCI-related characteristics with multiple dimensions of participation. SETTING: Community. PARTICIPANTS: Swiss residents aged 16 years or older and living with traumatic or nontraumatic SCI (N=1549). INTERVENTIONS: Not applicable. MAIN OUTCOME MEASURE: The USER-Participation, a 32-item self-report questionnaire with 3 scales (Frequency, Restrictions, and Satisfaction) to assess key domains of participation (productive, leisure, social). RESULTS: Frequency (median 34.5 out of 100) in productive, outdoor leisure, and social activities was reduced with distinctive perceived restrictions in work and education, sports, and partner relationships. Domestic leisure activities (65.4%) and maintaining social relationships (76.1%) were those activities most often performed and with least perceived restrictions. Participants were generally satisfied with their current daily life activities. Lower scores across all participation scales were associated with more severe SCI, higher age, being female, not having a partner, and lower level of education. CONCLUSIONS: This study provides a thorough analysis of participation in major life domains of individuals with SCI in Switzerland. Different risk groups for reduced levels in participation in productive, leisure, and social activities were identified. This population-based evidence is instrumental to the better targeting of rehabilitation and policy interventions that aim to improve community participation.
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Participación Social , Traumatismos de la Médula Espinal/epidemiología , Actividades Cotidianas , Adolescente , Adulto , Factores de Edad , Anciano , Estudios Transversales , Escolaridad , Femenino , Humanos , Actividades Recreativas , Masculino , Persona de Mediana Edad , Factores Sexuales , Persona Soltera , Encuestas y Cuestionarios , Suiza/epidemiología , Trabajo , Adulto JovenRESUMEN
STUDY DESIGN: Observational cohort study. OBJECTIVES: To understand differentials in the force of mortality with increasing time since injury according to key spinal cord injury (SCI) characteristics. SETTING: Specialized rehabilitation centers within Switzerland. METHODS: Data from the Swiss Spinal Cord Injury (SwiSCI) cohort study were used to model mortality in relation to age, sex, and lesion characteristics. Hazard ratios (HRs) and adjusted survival curves were estimated using flexible parametric survival models of time since discharge from first rehabilitation to death or 30 September 2011, whichever came first. RESULTS: 2 421 persons were included that incurred a new TSCI between 1990 and 2011, contributing a total time-at-risk of 19,604 person-years and 376 deaths. Controlling for attained age, sex, decade, and etiology, there was more than a four-fold higher risk of mortality for complete tetraplegia compared to incomplete paraplegia (HR = 4.27; 95% CI 2.72 to 6.69). Survival estimates differed according to SCI characteristics, with differentials steadily increasing with time since injury. CONCLUSION: This study provides evidence of disparities in mortality and survival outcomes according to SCI characteristics that increases with increasing time since injury. These results lend support to the hypothesis of a progressive and disproportionate accumulation of allostatic load according to SCI characteristics. Future research should investigate cause-specific mortality for insight into potentially modifiable secondary health conditions contributing to these disparities.
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Traumatismos de la Médula Espinal/mortalidad , Adolescente , Adulto , Anciano , Femenino , Humanos , Estudios Longitudinales , Masculino , Persona de Mediana Edad , Paraplejía/etiología , Paraplejía/mortalidad , Paraplejía/rehabilitación , Cuadriplejía/etiología , Cuadriplejía/mortalidad , Cuadriplejía/rehabilitación , Factores de Riesgo , Traumatismos de la Médula Espinal/etiología , Traumatismos de la Médula Espinal/rehabilitación , Análisis de Supervivencia , Suiza , Factores de Tiempo , Adulto JovenRESUMEN
BACKGROUND/AIMS: Mortality and longevity studies of spinal cord injury (SCI) are essential for informing healthcare systems and policies. This review evaluates the current evidence among people with SCIs worldwide in relation to the WHO region and country income level; demographic and lesion characteristics; and in comparison with the general population. METHODS: A systematic review of relevant databases for original studies. Pooled estimates were derived using random effects meta-analysis, restricted to traumatic SCI. RESULTS: Seventy-four studies were included. In-hospital mortality varied, with pooled estimates of 24.1% (95% confidence interval (CI) 14.1-38.0), 7.6% (95% CI 6.3-9.0), 7.0% (95% CI 1.5-27.4), and 2.1% (95% CI 0.9-5.0) in the WHO regions of Africa, the Americas, Europe and Western Pacific. The combined estimate for low- and middle-income countries was nearly three times higher than for high-income countries. Pooled estimates of first-year survival were 86.5% (95% CI 75.3-93.1), 95.6% (95% CI 81.0-99.1), and 94.0% (95% CI 93.3-94.6) in the Americas, Europe and Western Pacific. Pooled estimates of standardized mortality ratios in tetraplegics were 2.53 (2.00-3.21) and 2.07 (1.47-2.92) in paraplegics. CONCLUSION: This study found substantial variation in mortality and longevity within the SCI population, compared to the general population, and between WHO regions and country income level. Improved standardization and quality of reporting is needed to improve inferences regarding the extent to which mortality outcomes following an SCI are related to healthcare systems, services and policies.
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Longevidad , Traumatismos de la Médula Espinal/mortalidad , HumanosRESUMEN
BACKGROUND: Epigenetic modifications may contribute to inter-individual variation that is unexplainable by presently known risk factors for COVID-19 severity (e.g., age, excess weight, or other health conditions). Estimates of youth capital (YC) reflect the difference between an individual's epigenetic - or biological - age and chronological age, and may quantify abnormal aging due to lifestyle or other environmental exposures, providing insights that could inform risk-stratification for severe COVID-19 outcomes. This study aims to thereby a) assess the association between YC and epigenetic signatures of lifestyle exposures with COVID-19 severity, and b) to assess whether the inclusion of these signatures in addition to a signature of COVID-19 severity (EPICOVID) improved the prediction of COVID-19 severity. METHODS: This study uses data from two publicly-available studies accessed via the Gene Expression Omnibus (GEO) platform (accession references: GSE168739 and GSE174818). The GSE168739 is a retrospective, cross-sectional study of 407 individuals with confirmed COVID-19 across 14 hospitals in Spain, while the GSE174818 sample is a single-center observational study of individuals admitted to the hospital for COVID-19 symptoms (n = 102). YC was estimated using the (a) Gonseth-Nusslé, (b) Horvath, (c) Hannum, and (d) PhenoAge estimates of epigenetic age. Study-specific definitions of COVID-19 severity were used, including hospitalization status (yes/no) (GSE168739) or vital status at the end of follow-up (alive/dead) (GSE174818). Logistic regression models were used to assess the association between YC, lifestyle exposures, and COVID-19 severity. RESULTS: Higher YC as estimated using the Gonseth-Nusslé, Hannum and PhenoAge measures was associated with reduced odds of severe symptoms (OR = 0.95, 95% CI = 0.91-1.00; OR = 0.81, 95% CI = 0.75 - 0.86; and OR = 0.85, 95% CI = 0.81-0.88, respectively) (adjusting for chronological age and sex). In contrast, a one-unit increase in the epigenetic signature for alcohol consumption was associated with 13% increased odds of severe symptoms (OR = 1.13, 95% CI = 1.05-1.23). Compared to the model including only age, sex and the EPICOVID signature, the additional inclusion of PhenoAge and the epigenetic signature for alcohol consumption improved the prediction of COVID-19 severity (AUC = 0.94, 95% CI = 0.91-0.96 versus AUC = 0.95, 95% CI = 0.93-0.97; p = 0.01). In the GSE174818 sample, only PhenoAge was associated with COVID-related mortality (OR = 0.93, 95% CI = 0.87-1.00) (adjusting for age, sex, BMI and Charlson comorbidity index). CONCLUSIONS: Epigenetic age is a potentially useful tool in primary prevention, particularly as an incentive towards lifestyle changes that target reducing the risk of severe COVID-19 symptoms. However, additional research is needed to establish potential causal pathways and the directionality of this effect.
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COVID-19 , Adolescente , Humanos , COVID-19/genética , Estudios Retrospectivos , Acceso a la Información , Estudios Transversales , Epigénesis GenéticaRESUMEN
BACKGROUND: Existing predictive scores for early identification of children at high risk of developing asthma include invasive procedures, and hence have limited utility in a primary care setting. The Leicestershire respiratory cohort (LRC) has developed a noninvasive asthma prediction tool (APT) for children with promising results. We aimed to perform its external validation in the French general population Étude Longitudinale Française depuis l'Enfance (ELFE) cohort. METHODS: Predictive scores were determined at Age 1 and the primary outcome of asthma was defined as parental reporting of "asthma ever or "wheezing in the past 12 months" at Age 5. Logistic regression was used to calculate the odds ratio (OR) and performance measures, and discriminative performance was reported using the receiver operating curve and area under curve (AUC). Calibration was assessed using Hosmer-Lemeshow goodness-of-fit test and visualized with a calibration plot. Overall performance was determined using Brier scores. RESULTS: Of the 10,689 children analyzed: 84.9% were at low, 13.1% medium, and 2% at high risk of developing asthma at Age 5. Children in the medium-risk category were three times more likely to develop asthma (OR = 3.3, 95% confidence interval [CI] = 2.97-3.78) whereas 13 times more likely in the high-risk category (OR = 13.8, 95% CI = 10.2-18.8). The tool's AUC was comparable: LRC 0.74 versus ELFE 0.68; as were the Brier scores LRC 0.16 versus ELFE 0.14. The tool's performance was robust to changes in inclusion criteria and outcome definitions. CONCLUSIONS AND RELEVANCE: Results of the present study and previous validation studies performed in high-risk populations provide a comprehensive measure of the effectiveness of the APT, providing encouragement for its application by general practitioners.
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Asma , Área Bajo la Curva , Asma/diagnóstico , Asma/epidemiología , Niño , Preescolar , Estudios de Cohortes , Dimaprit/análogos & derivados , Humanos , Lactante , Ruidos RespiratoriosRESUMEN
BACKGROUND: Smoking and alcohol consumption may compromise health by way of epigenetic modifications. Epigenetic signatures of alcohol and tobacco consumption could provide insights into the reversibility of phenotypic changes incurred with differing levels of lifestyle exposures. This study describes and validates two novel epigenetic signatures of tobacco (EpiTob) and alcohol (EpiAlc) consumption and investigates their association with disease outcomes. METHODS: The epigenetic signatures, EpiTob and EpiAlc, were developed using data from the Swiss Kidney Project on Genes in Hypertension (SKIPOGH) (N = 689). Epigenetic and phenotypic data available from the 1921 (N = 550) and 1936 (N = 1091) Lothian Birth Cohort (LBC) studies, and two publicly available datasets on GEO Accession (GSE50660, N = 464; and GSE110043, N = 94) were used to validate the signatures. A multivariable logistic regression model, adjusting for age and sex, was used to assess the association between self-reported tobacco or alcohol consumption and the respective epigenetic signature, as well as to estimate the association between CVD and epigenetic signatures. A Cox proportional hazard model was used to estimate the risk of mortality in association with the EpiTob and EpiAlc signatures. RESULTS: The EpiTob signature was positively associated with self-reported tobacco consumption for current or never smokers with explained variance ranging from 0.49 (LBC1921) to 0.72 (LBC1936) (pseudo-R2). In the SKIPOGH, LBC1921 and LBC1936 cohorts, the epigenetic signature for alcohol consumption explained limited variance in association with self-reported alcohol status [i.e., non-drinker, moderate drinker, and heavy drinker] (pseudo-R2 = 0.05, 0.03 and 0.03, respectively), although this improved considerably when measuring self-reported alcohol consumption with standardized units consumed per week (SKIPOGH R2 = 0.21; LBC1921 R2 = 0.31; LBC1936 R2 = 0.41). Both signatures were associated with history of CVD in SKIPOGH and LBC1936, but not in LBC1921. The EpiTob signature was associated with increased risk of all-cause and lung-cancer specific mortality in the 1936 and 1921 LBC cohorts. CONCLUSIONS: This study found the EpiTob and EpiAlc signatures to be well-correlated with self-reported exposure status and associated with long-term health outcomes. Epigenetic signatures of lifestyle exposures may reduce measurement issues and biases and could aid in risk stratification for informing early-stage targeted interventions.
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Enfermedades Cardiovasculares , Nicotiana , Humanos , Metilación de ADN , Uso de Tabaco/efectos adversos , Uso de Tabaco/genética , Consumo de Bebidas Alcohólicas/efectos adversos , Consumo de Bebidas Alcohólicas/genética , Estilo de Vida , EtanolRESUMEN
Objective: To investigate the burden of sleep problems within the Spinal Cord injured (SCI) community with respect to the general population (GP) in Switzerland. The study further explored potential predictors for receiving treatment for sleep problems after SCI.Design: Cross-sectional study.Setting: SCI community in Switzerland.Participants: Individuals diagnosed with an SCI, aged 16 years or older that permanently reside in Switzerland (N = 1549).Interventions: Not applicable.Outcome measures: Perceived sleep problems within the SCI community and GP. For those with sleep problems and SCI, an indicator for having received treatment was measured.Results: 58.8% of survey participants indicated having a sleep problem; 69.4% of those with a sleep problem did not indicate receiving treatment. Amongst people living with an SCI, individuals between the ages of 46-60 years (adjusted Odds Ratio, OR = 3.07; 95% CI 1.54-6.16), participants reporting severe financial hardship (OR = 2.90; 95% CI) 1.69-4.96, and those that indicated having pain (OR = 5.62; 95% CI 3.52-8.98) were more likely to have a chronic sleep problem. In comparison to the Swiss GP, the prevalence of having a sleep problem was 18% higher among persons with SCI, with the largest discrepancy for males with paraplegia between the ages of 46-60 years (Prevalence ratio, PR = 1.28; 95% CI, 1.21-1.36).Conclusion: Individuals with SCI experience more sleep problems compared to the Swiss GP. Findings from this study suggest that clinical screening for sleep issues targeting high risk groups is needed to reduce the large prevalence of non-treatment in individuals with SCI.
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Trastornos del Sueño-Vigilia , Traumatismos de la Médula Espinal , Estudios Transversales , Humanos , Masculino , Persona de Mediana Edad , Paraplejía/epidemiología , Trastornos del Sueño-Vigilia/epidemiología , Trastornos del Sueño-Vigilia/etiología , Traumatismos de la Médula Espinal/complicaciones , Traumatismos de la Médula Espinal/epidemiología , Traumatismos de la Médula Espinal/terapia , Suiza/epidemiologíaRESUMEN
INTRODUCTION: Study drop-out and attrition from treating clinics is common among persons with chronic health conditions. However, if attrition is associated with adverse health outcomes, it may bias or mislead inferences for health policy and resource allocation. METHODS: This retrospective cohort study uses data attained through the Swiss Spinal Cord Injury (SwiSCI) cohort study on persons with spinal cord injury (SCI). Vital status (VS) was ascertained either through clinic medical records (MRs) or through municipalities in a secondary tracing effort. Flexible parametric survival models were used to investigate risk factors for going lost to clinic (LTC) and the association of LTC with subsequent risk of mortality. RESULTS: 1924 individuals were included in the tracing study; for 1608 of these cases, contemporary VS was initially checked in the MRs. VS was ascertained for 704 cases of the 1608 cases initially checked in MRs; of the remaining cases (n=904), nearly 90% were identified in municipalities (n=804). LTC was associated with a nearly fourfold higher risk of mortality (HR=3.62; 95% CI 2.18 to 6.02) among persons with traumatic SCI. Extended driving time (ie, less than 30 min compared with 30 min and longer to reach the nearest specialised rehabilitation facility) was associated with an increased risk of mortality (HR=1.51, 95% CI 1.02 to 2.22) for individuals with non-traumatic SCI. CONCLUSION: The differential risk of LTC according to sociodemographic and SCI lesion characteristics underscores the importance of accounting for attrition in cohort studies on chronic disease populations requiring long-term care. In addition, given the associated risk of mortality, LTC is an issue of concern to clinicians and policy makers aiming to optimise the long-term survival of community-dwelling individuals with traumatic SCI. Future studies are necessary to verify whether it is possible to improve survival prospects of individuals LTC through more persistent outreach and targeted care.
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Mortalidad/tendencias , Rehabilitación/psicología , Traumatismos de la Médula Espinal/terapia , Signos Vitales/fisiología , Adolescente , Adulto , Anciano , Estudios de Cohortes , Femenino , Humanos , Masculino , Registros Médicos/estadística & datos numéricos , Persona de Mediana Edad , Rehabilitación/métodos , Rehabilitación/tendencias , Estudios Retrospectivos , Factores de Riesgo , Traumatismos de la Médula Espinal/mortalidad , SuizaRESUMEN
OBJECTIVES: To estimate excess mortality and life years lost in a Swiss cohort of individuals with traumatic spinal cord injury (TSCI). METHODS: This study uses population-based data collected in the Swiss Spinal Cord Injury Cohort (SwiSCI) study, which covers all specialized rehabilitation centres. Flexible parametric survival models were used to model life years remaining (LYR), potential years life lost (PYLL), relative survival and excess hazard ratios. RESULTS: Men and women with TSCI and an attained age of 30 were estimated to have 42 LYR (95% CI = 37.9-45.5) and 43 LYR (95% CI = 40.1-45.5), respectively; this equates to a life expectancy (LE) of 80.6 and 76.9% of that of the Swiss general population. With respect to lesion level and completeness, persons with incomplete paraplegia had 45.1 LYR at an attained age of 30, whereas individuals with complete tetraplegia only had 28.7 LYR. This pattern was similar for PYLL. CONCLUSIONS: The extended LE following TSCI, even for the most severe lesions, underscores the need for sustained follow-up to support functioning and health for individuals ageing with SCI.
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Esperanza de Vida , Traumatismos de la Médula Espinal/mortalidad , Adulto , Anciano , Estudios de Cohortes , Bases de Datos Factuales , Femenino , Humanos , Masculino , Persona de Mediana Edad , Paraplejía/mortalidad , Modelos de Riesgos Proporcionales , Análisis de Supervivencia , Índices de Gravedad del TraumaRESUMEN
INTRODUCTION: Inferences from population-based cohort studies may be inaccurate as a result of biased coverage of the target population. We investigated the presence of absolute coverage error and selection bias in the Swiss Spinal Cord Injury (SwiSCI) cohort study, using a secondary, nationally representative data source. The proposed methodology is applicable to future Swiss cohort studies aiming to assess their cover-age error. METHODS: ICD-10 codes relating to traumatic spinal cord injuries (TSI) (S14.0, S14.1, S24.0, S24.1, S34.0, S34.1, S34.3, T.060, T.061, T.093, and T91.3) were used to identify incident TSCI cases in 2012 and 2013 from nationwide, administrative hospital discharge data collected by the Swiss Federal Statistical Office. The hospital discharge data were compared with SwiSCI data, and factors associated with receiving rehabilitation in a SwiSCI centre were statistically investigated. Age- and sex-specific incidence rates (IRs) were estimated using hospital discharge data. Different ICD-10 coding combinations were used in sensitivity analyses. Severity of spinal cord injury was characterised by lesion level (paraplegia or tetraplegia) and lesion completeness (complete or incomplete). RESULTS: In total, 621 administrative cases, compared with 213 SwiSCI cases, were identified. The hospital discharge data differed from SwiSCI data with respect to age (p <0.01). The annual overall IR ranged between 19.9 and 49.7 per one million population, depending on the selection criteria used. Overall, IRs were elevated for men (compared with women), older age groups (compared with 16-30 year olds) and paraplegia (com-pared with tetraplegia). Men, younger persons and people with high tetraplegia (cervical vertebrae C1-C4) were more likely to visit a specialised rehabilitation centre. CONCLUSION: There is undercoverage of incident TSCI cases in specialised rehabilitation centres in Switzerland, particularly among the elderly and persons with less severe TSCIs. The extent of coverage error indicated in the ICD-10-based sensitivity analyses can inform future modelling scenarios of national epidemiological estimates of TSCI.
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Sesgo , Interpretación Estadística de Datos , Selección de Paciente , Traumatismos de la Médula Espinal/epidemiología , Adolescente , Adulto , Factores de Edad , Anciano , Femenino , Humanos , Incidencia , Masculino , Persona de Mediana Edad , Proyectos de Investigación , Estudios Retrospectivos , Factores Sexuales , Suiza/epidemiologíaRESUMEN
OBJECTIVE: To detail the protocol, recruitment, study population, response, and data quality of the first population-based community survey of the Swiss Spinal Cord Injury (SwiSCI) Cohort Study. DESIGN: The survey consisted of 3 successive modules administered between September 2011 and March 2013. The first two modules queried demographics, lesion characteristics and key domains of functioning. The third module collected information on psychological personal factors and health behaviour; work integration; or health services and aging. PARTICIPANTS: Community-dwelling persons with chronic spinal cord injury in Switzerland. METHODS: Descriptive analyses of the recruitment process, participant characteristics, and correspondence between self-reported and clinical data. Determinants for participation and the impact of non-response on survey results were assessed. RESULTS: Out of 3,144 eligible persons 1,549 participated in the first two modules (cumulative response rate 49.3%). Approximately three-quarters of participants were male, with a median age of 53 years, and 78% had traumatic spinal cord injury. Record-linkage with medical records demonstrated substantial agreement with self-reported demographic and lesion characteristics. A minimal non-response bias was found. CONCLUSIONS: The community survey was effective in recruiting an unbiased sample, thus providing valuable information to study functioning, health maintenance, and quality of life in the Swiss SCI community.
Asunto(s)
Estudios de Cohortes , Participación del Paciente/estadística & datos numéricos , Selección de Paciente , Calidad de Vida , Traumatismos de la Médula Espinal/psicología , Encuestas y Cuestionarios , Adolescente , Adulto , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Autoinforme , Suiza , Adulto JovenRESUMEN
BACKGROUND: Traumatic spinal cord injury (TSCI) has a high personal and socio-economic impact. Effective public health prevention policies that aim to reduce this burden are reliant on contemporary information of the risk and underlying causes of TSCI. This study contextualizes Swiss annual incidence rates within the European context, and provides detailed estimates by age, gender and etiology towards informing targeted intervention strategies. METHODS: TSCI cases that occurred in the years 2005 to 2012 were identified as part of the Swiss Spinal Cord Injury (SwiSCI) cohort study through a rehabilitation-based study of local medical files. RESULTS: The crude annual incidence rate (IR) estimate of TSCI for the study period was 18.0 (95 % confidence interval 16.9-19.2) per one million population; standardized to the WHO world population IR was 21.7 (20.3-23.1) population. The injury rate of TSCI in Switzerland was intermediate in comparison to estimates for other European countries, which ranged from around 8.3 in Denmark to 33.6 per million in Greece. Males exhibited consistently higher IRs than females, with a highest IR ratio (IRR) of 3.9 (2.8-5.5) in young adults (aged 16 to 30). Sports and leisure and transport-related injuries were the predominant causes of TSCI in the youngest age group (aged 16 to 30); falls were the predominant cause among the oldest age group (76 years or over). With increasing age, a greater proportion of fall-related TSCIs were due to low-level falls, with more than 80 % of fall-related TSCIs due to low-level falls in the oldest age group. CONCLUSIONS: Evidence suggests sports/leisure- and transport-related injuries in young men and falls among the elderly as prime targets for prevention policies and programs.