RESUMO
OBJECTIVES: To use real-world data to develop a flexible generic decision model to predict cost, life expectancy, and quality-adjusted life-years (QALYs) for follicular lymphoma (FL) in the general patient population. METHODS: All patients newly diagnosed with FL in the UK's population-based Haematological Malignancy Research Network (www.hmrn.org) between 2004 and 2011 were followed until 2015 (N = 740). Treatment pathways, QALYs, and costs were incorporated into a discrete event simulation to reflect patient heterogeneity, including age and disease management. Two scenario analyses, based on the latest National Institute for Health and Clinical Excellence (NICE) guidelines (rituximab induction therapy for newly diagnosed asymptomatic patients and rituximab maintenance therapy for patients between treatments), were conducted and their economic impacts were compared to current practice. RESULTS: Incidence-based analysis revealed expected average lifetime costs ranging from £6,165 [US$7,709] to £63,864 [US$79,862] per patient, and average life expectancy from 75 days to 17.56 years. Prevalence-based analysis estimated average annual treatment costs of £60-65 million [US$75-80 million], accounting for approximately 10% of the United Kingdom's annual National Health Service budget for hematological cancers as a whole. Assuming that treatment effects reported in trials are applicable to all patient groups, scenario analyses for two recent NICE guidelines demonstrated potential annual cost savings for the United Kingdom that ranged with uptake frequency from £0.6 million to £11 million [US$0.75-2.75 million]. CONCLUSIONS: Costs, survival, and QALYs associated with FL vary markedly with patient characteristics and disease management. Allowing the production of more realistic outcomes across the patient population as a whole, our model addresses this heterogeneity and is a useful tool with which to evaluate new technologies/treatments to support healthcare decision makers.
Assuntos
Análise Custo-Benefício/tendências , Técnicas de Apoio para a Decisão , Expectativa de Vida/tendências , Linfoma Folicular/economia , Vigilância da População , Anos de Vida Ajustados por Qualidade de Vida , Adulto , Idoso , Idoso de 80 Anos ou mais , Análise Custo-Benefício/métodos , Feminino , Previsões , Humanos , Linfoma Folicular/mortalidade , Linfoma Folicular/terapia , Masculino , Pessoa de Meia-Idade , Vigilância da População/métodos , Estatística como Assunto/métodos , Estatística como Assunto/tendências , Reino Unido/epidemiologiaRESUMO
BACKGROUND: Chronic rhinosinusitis (CRS) is a common disorder associated with other respiratory tract diseases such as asthma and inhalant allergy. However, the prevalence of these co-morbidities varies considerably in the existing medical literature and by phenotype of CRS studied. The study objective was to identify the prevalence of asthma, inhalant allergy and aspirin sensitivity in CRS patients referred to secondary care and establish any differences between CRS phenotypes. METHODS: All participants were diagnosed in secondary care according to international guidelines and invited to complete a questionnaire including details of co-morbidities and allergies. Data were analysed for differences between controls and CRS participants and between phenotypes using chi-squared tests. RESULTS: The final analysis included 1470 study participants: 221 controls, 553 CRS without nasal polyps (CRSsNPs), 651 CRS with nasal polyps (CRSwNPs) and 45 allergic fungal rhinosinusitis (AFRS). The prevalence of asthma was 9.95, 21.16, 46.9 and 73.3% respectively. The prevalence of self-reported confirmed inhalant allergy was 13.1, 20.3, 31.0 and 33.3% respectively; house dust mite allergy was significantly higher in CRSwNPs (16%) compared to CRSsNPs (9%, p < 0.001). The prevalence of self- reported aspirin sensitivity was 2.26, 3.25, 9.61 and 40% respectively. The odds ratio for aspirin sensitivity amongst those with AFRS was 28.8 (CIs 9.9, 83.8) p < 0.001. CONCLUSIONS: The prevalence of asthma and allergy in CRS varies by phenoytype, with CRSwNPs and AFRS having a stronger association with both. Aspirin sensitivity has a highly significant association with AFRS. All of these comorbidities are significantly more prevalent than in non-CRS controls and strengthen the need for a more individualised approach to the combined airway.
Assuntos
Aspirina/efeitos adversos , Asma/epidemiologia , Hipersensibilidade a Drogas/epidemiologia , Rinite/epidemiologia , Sinusite/epidemiologia , Inquéritos e Questionários , Administração por Inalação , Asma/diagnóstico , Estudos de Casos e Controles , Doença Crônica , Estudos Transversais , Hipersensibilidade a Drogas/diagnóstico , Feminino , Humanos , Masculino , Prevalência , Estudos Prospectivos , Rinite/diagnóstico , Sinusite/diagnóstico , Estatística como Assunto/tendências , Reino Unido/epidemiologiaRESUMO
Unlike the first and the second generation artificial neural networks, spiking neural networks (SNNs) model the human brain by incorporating not only synaptic state but also a temporal component into their operating model. However, their intrinsic properties require expensive computation during training. This paper presents a novel algorithm to SpikeProp for SNN by introducing smoothing L1∕2 regularization term into the error function. This algorithm makes the network structure sparse, with some smaller weights that can be eventually removed. Meanwhile, the convergence of this algorithm is proved under some reasonable conditions. The proposed algorithms have been tested for the convergence speed, the convergence rate and the generalization on the classical XOR-problem, Iris problem and Wisconsin Breast Cancer classification.
Assuntos
Algoritmos , Redes Neurais de Computação , Estatística como Assunto/métodos , Neoplasias da Mama/epidemiologia , Feminino , Humanos , Estatística como Assunto/tendênciasRESUMO
Se realizó un estudio descriptivo y transversal para caracterizar la población de pacientes con tuberculosis del municipio de Santiago de Cuba, durante los trienios 2008-2010 y 20142016, así como el análisis gráfico de la tendencia de la enfermedad. La población estuvo conformada por 101 casos nuevos con diagnóstico confirmado. Se calcularon las tasas de incidencia y la diferencia porcentual de tasas. Se estimaron porcentajes superiores de afectados en las edades jóvenes e intermedias de la vida (25-34 y 35-44 años) con 21,8 y 22,8 por ciento en el primer trienio, así como 20,7 y 18,2 por ciento en el segundo, respectivamente; aunque en ambos periodos, los mayores riesgos se desplazaron hacia las edades más envejecidas. En ambos trienios predominó el sexo masculino (79,2 y 77,9 por ciento, respectivamente), así como los riesgos de enfermar superiores en el primero con 11,3 casos por cada 100 mil habitantes de dicho sexo. La tendencia de la enfermedad exhibió una progresiva disminución de los pacientes, aunque de forma lenta e irregular
A descriptive and cross-sectional study to characterize the population of patients with tuberculosis in Santiago de Cuba municipality, was carried out during 2008-2010 and 2014-2016, as well as the graphic analysis of the disease tendency. The population was formed by 101 new cases with confirmed diagnosis. The incidence rates and the rates percentage difference were calculated. Higher percentages of affected patients in the young and intermediate ages of life were considered (25-34 and 35-44 years) with 21.8 and 22.8 percent in the first triennium, as well as 20.7 and 18.2 percent in the second, respectively; although in both periods, the highest risks moved toward the most aged. In both trienniums the male sex prevailed (79.2 and 77.9 percent, respectively), as well as the risks of getting sick were higher in the first one with 11.3 cases every 100 thousand inhabitants of this sex. The disease tendency showed a progressive decrease of the patients, although in a slow and irregular way
Assuntos
Humanos , Masculino , Feminino , Recém-Nascido , Lactente , Pré-Escolar , Criança , Adolescente , Adulto , Pessoa de Meia-Idade , Idoso , Idoso de 80 Anos ou mais , Tuberculose/epidemiologia , Tuberculose Pulmonar/epidemiologia , Estatística como Assunto/tendências , Estudos Transversais , Cuba , Pneumopatias/epidemiologiaRESUMO
BACKGROUND: Chordoma that occurs primarily in the sella turcica is rare and presents unique treatment challenges. OBJECTIVE: The purpose of this study was to determine common features, treatment approaches, and survival characteristics of intrasellar chordoma. METHODS: Institutional databases, the SEER (Surveillance Epidemiology and End Results) database, and PubMed/EMBASE were queried for chordoma with a primarily intrasellar component. The SEER database was also queried for adult skull base chordoma. Patient-level data were extracted where available. Kaplan-Meier survival analyses were conducted. RESULTS: Among 80 cases, the mean age at presentation was 55.6 (standard deviation, 15.9), with a female predominance (1.16:1.00). Patients experienced symptoms for a mean duration of 19.0 months, including cranial nerve deficits, hypopituitarism, and hyperprolactinemia. Among patients receiving treatment, 77.5% underwent surgery. In addition, less than half of the patients (n = 34, 47.3%) received adjuvant radiation therapy. The 5-year overall survival (OS) of intrasellar chordoma was 60.0% (standard error [SE], 6.9). Patients aged 40 years and younger had a 5-year OS of 80.8% (SE, 12.2), compared with patients older than 40 years, who had an OS of 55.4% (SE, 7.7) (Mantel-Cox, P = 0.044). Males experienced a lower 5-year OS (44.0; SE, 9.7) than did females (76.8; SE, 8.5), (Mantel-Cox, P = 0.003). Median OS was greater in patients with skull base chordoma than in patients with intrasellar chordoma (Mantel-Cox, P = 0.046). CONCLUSIONS: Intrasellar chordoma presents frequently with visual disturbances and hyperprolactinemia and has a slightly higher incidence in females. Young age predicts a better prognosis. Intrasellar chordoma has a lower overall survival than has skull base chordoma.
Assuntos
Cordoma/diagnóstico , Programa de SEER/tendências , Neoplasias da Base do Crânio/diagnóstico , Estatística como Assunto/tendências , Adulto , Idoso , Idoso de 80 Anos ou mais , Cordoma/mortalidade , Cordoma/cirurgia , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos , Neoplasias da Base do Crânio/mortalidade , Neoplasias da Base do Crânio/cirurgia , Estatística como Assunto/métodos , Taxa de Sobrevida/tendências , Fatores de Tempo , Resultado do Tratamento , Adulto JovemRESUMO
BACKGROUND: Increasing numbers of elderly patients are undergoing long-term dialysis. However, the role of dialysis in survival and quality of life is unclear, and poor outcomes may be associated with comorbidities rather than with age only. The initiation of unplanned dialysis in elderly patients with chronic kidney disease (CKD) has been reported to be associated with poor survival. We evaluated patient and practice factors associated with poor survival. METHODS: We performed a retrospective analysis of 90 consecutive elderly patients (≥75 years) with CKD initiated on long-term dialysis at our renal unit between October 2010 and February 2014. Six patients were excluded; data from 84 remaining patients (≥75 years) with end-stage renal disease undergoing planned or unplanned dialysis were analyzed. Patients were followed up until death or January 2015. Patient factors such as age at initiation of dialysis and comorbidities (i.e., diabetes mellitus, ischemic heart disease [IHD], peripheral vascular disease, cancer, chronic obstructive pulmonary disease, and cognitive dysfunction) were analyzed. Practice factors such as planned or unplanned initiation of dialysis were compared in relation to survival outcomes. "Unplanned dialysis" was defined as a patient with known CKD stage 4 or 5 who had not been evaluated by a nephrologist in the 3 months before dialysis initiation. RESULTS: The average age at dialysis initiation was 81.5 ± 4.5 years), serum albumin level was 24.8 ± 6 g/L, body mass index was 22.5 ± 4.8 kg/m2, and glycated hemoglobin A1c level was 6.3 ± 1.3. Overall, 51 (61%) and 33 (39%) patients underwent unplanned and planned dialysis, respectively. On univariate analysis, the presence of IHD, peripheral vascular disease, ≥3 comorbidities, and unplanned initiation of dialysis were significantly related to death. On multivariate analysis, unplanned start of dialysis, ischemic heart diseases and peripheral vascular disease remained significant. Survival rates at 3 and 12 months were 38.6% vs. 90.9% and 14.4% vs. 73.6% for unplanned vs. planned dialysis, respectively (p < 0.001). Unplanned dialysis was significantly associated with greater mortality. CONCLUSIONS: In elderly dialysis patients, unplanned start of dialysis was associated with poor survival. Patient characteristics such as associated peripheral vascular disease and IHD were associated with poor survival.
Assuntos
Diálise Renal/mortalidade , Diálise Renal/tendências , Estatística como Assunto/tendências , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Mortalidade/tendências , Valor Preditivo dos Testes , Estudos RetrospectivosRESUMO
BACKGROUND: Multimorbidity is significant for obesity and mental health issues. As a consequence, mental illness is overrepresented in patients seeking bariatric surgery. This review addresses that overlap, with a focus on Canadian data. CONCLUSION: The healthcare system in Canada is unique, but issues related to prevalence of mental health in patients seeking bariatric surgery are similar to those in studies conducted in other countries. Although data on suicide are lacking, Canadian data have shown similar rates of self-harm behaviours and linkages between psychopathology and weight regain after surgery. Geographic issues that make it difficult for individuals to attend regular follow-up appointments have encouraged the use of e-health tools to engage patients and ensure access to follow-up care, which may provide unique opportunities going forward. Additional work is needed to inform best practices in the Canadian system, but in keeping with other data, the consistent message from Canada is that appropriate evaluation and aftercare are essential components of a well-informed bariatric program.
Assuntos
Cirurgia Bariátrica/psicologia , Transtornos Mentais/psicologia , Transtornos Mentais/cirurgia , Saúde Mental , Obesidade/psicologia , Obesidade/cirurgia , Cirurgia Bariátrica/tendências , Canadá/epidemiologia , Humanos , Transtornos Mentais/epidemiologia , Saúde Mental/tendências , Multimorbidade , Obesidade/epidemiologia , Estatística como Assunto/tendênciasRESUMO
BACKGROUND: Extreme body mass index (BMI; either very high or very low) has been associated with increased risk of adverse perioperative outcome in adults undergoing cardiac surgery. The effect of BMI on perioperative outcomes in congenital heart disease patients has not been evaluated. METHODS: A multicenter retrospective cohort study was performed studying patients 10 to 35 years of age undergoing a congenital heart disease operation in the Society of Thoracic Surgeons Congenital Heart Surgery Database between January 1, 2010, and December 31, 2015. The primary outcomes were operative mortality and a composite outcome (1 or more of operative mortality, major adverse event, prolonged hospital length of stay, and wound infection/dehiscence). The associations between age- and sex-adjusted BMI percentiles and these outcomes were assessed, with adjustment for patient-level risk factors, with multivariate logistic regression. RESULTS: Of 18 337 patients (118 centers), 16% were obese, 15% were overweight, 53% were normal weight, 7% were underweight, and 9% were severely underweight. Observed risks of operative mortality (P=0.04) and composite outcome (P<0.0001) were higher in severely underweight and obese subjects. Severely underweight BMI was associated with increased unplanned cardiac operation and reoperation for bleeding. Obesity was associated with increased risk of wound infection. In multivariable analysis, the association between BMI and operative mortality was no longer significant. Obese (odds ratio, 1.28; P=0.008), severely underweight (odds ratio, 1.29; P<0.0001), and underweight (odds ratio, 1.39; P=0.002) subjects were associated with increased risk of composite outcome. CONCLUSIONS: Obesity and underweight BMI were associated with increased risk of composite adverse outcome independently of other risk factors. Further research is necessary to determine whether BMI represents a modifiable risk factor for perioperative outcome.
Assuntos
Índice de Massa Corporal , Procedimentos Cirúrgicos Cardíacos/mortalidade , Cardiopatias Congênitas/mortalidade , Obesidade/mortalidade , Complicações Pós-Operatórias/mortalidade , Magreza/mortalidade , Adolescente , Adulto , Procedimentos Cirúrgicos Cardíacos/efeitos adversos , Criança , Estudos de Coortes , Bases de Dados Factuais/tendências , Feminino , Cardiopatias Congênitas/cirurgia , Humanos , Masculino , Obesidade/cirurgia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos , Fatores de Risco , Sociedades Médicas/tendências , Estatística como Assunto/métodos , Estatística como Assunto/tendências , Cirurgiões/tendências , Magreza/cirurgia , Resultado do Tratamento , Adulto JovemRESUMO
Valid estimation of usual dietary intake in epidemiological studies is a topic of present interest. The aim of the present paper is to review recent literature on innovative approaches focussing on: (1) the requirements to assess usual intake and (2) the application in large-scale settings. Recently, a number of technology-based self-administered tools have been developed, including short-term instruments such as web-based 24-h recalls, mobile food records or simple closed-ended questionnaires that assess the food intake of the previous 24 h. Due to their advantages in terms of feasibility and cost-effectiveness these tools may be superior to conventional assessment methods in large-scale settings. New statistical methods have been developed to combine dietary information from repeated 24-h dietary recalls and FFQ. Conceptually, these statistical methods presume that the usual food intake of a subject equals the probability of consuming a food on a given day, multiplied by the average amount of intake of that food on a typical consumption day. Repeated 24-h recalls from the same individual provide information on consumption probability and amount. In addition, the FFQ can add information on intake frequency of rarely consumed foods. It has been suggested that this combined approach may provide high-quality dietary information. A promising direction for estimation of usual intake in large-scale settings is the integration of both statistical methods and new technologies. Studies are warranted to assess the validity of estimated usual intake in comparison with biomarkers.
Assuntos
Inquéritos sobre Dietas/métodos , Projetos de Pesquisa Epidemiológica , Adolescente , Fenômenos Fisiológicos da Nutrição do Adolescente , Adulto , Pesquisa Biomédica/educação , Pesquisa Biomédica/métodos , Pesquisa Biomédica/tendências , Criança , Fenômenos Fisiológicos da Nutrição Infantil , Congressos como Assunto , Inquéritos sobre Dietas/tendências , Humanos , Ciências da Nutrição/educação , Ciências da Nutrição/métodos , Ciências da Nutrição/tendências , Sociedades Científicas , Estatística como Assunto/tendênciasRESUMO
This study compared 6-year follow-up data from patients undergoing reduced-intensity conditioning (RIC) transplantation with an HLA-matched related donor (MRD), an HLA-matched unrelated donor (MUD), or an HLA-haploidentical donor (HID) for leukemia. Four hundred and twenty-seven patients from the China RIC Cooperative Group were enrolled, including 301 in the MRD, 79 in the HID, and 47 in the MUD groups. The conditioning regimen involved fludarabine combined with anti-lymphocyte globulin and cyclophosphamide. Graft-versus-host disease (GVHD) prophylaxis was administered using cyclosporin A (CsA) and mycophenolate mofetil (MMF). Four hundred and nineteen patients achieved stable donor chimerism. The incidence of stage II-IV acute GVHD in the HID group was 44.3 %, significantly higher than that in the MRD (23.6 %) and MUD (19.1 %) groups. The 1-year transplantation-related mortality (TRM) rates were 44.3, 17.6, and 21.3, respectively. Event-free survival (EFS) at 6 years in the HID group was 36.7 %, significantly lower than that of the MRD and MUD groups (59.1 and 66.0 %, P < 0.001 and P = 0.001, respectively). For advanced leukemia, the relapse rate of the HID group was 18.5 %, lower than that of the MRD group (37.5 %, P = 0.05), but the EFS at 6 years was 31.7 and 30.4 % (P > 0.05), respectively. RIC transplantation with MRD and MUD had similar outcome in leukemia which is better than that with HID. RIC transplantation with HID had lower relapsed with higher TRM and GVHD rate, particularly in advanced leukemias. RIC transplantation with MRD and MUD had similar outcomes in leukemia and they were better than those with HID. RIC transplantation with HID had a lower relapse rate but higher TRM and GVHD rates, particularly in cases of advanced leukemia.
Assuntos
Haplótipos/genética , Transplante de Células-Tronco Hematopoéticas/tendências , Leucemia/mortalidade , Leucemia/terapia , Estatística como Assunto , Doadores não Relacionados , Adolescente , Adulto , Idoso , Criança , China/epidemiologia , Feminino , Transplante de Células-Tronco Hematopoéticas/mortalidade , Humanos , Leucemia/genética , Masculino , Pessoa de Meia-Idade , Mortalidade/tendências , Estudos Retrospectivos , Estatística como Assunto/tendências , Fatores de Tempo , Doadores de Tecidos , Transplante Homólogo/mortalidade , Transplante Homólogo/tendências , Resultado do Tratamento , Adulto JovemRESUMO
STUDY DESIGN: Case series. OBJECTIVE: To clarify the following questions How long after cervical laminoplasty did the patients die? What were the causes of the death? Was the severity of the neurological dysfunction related to early death? SUMMARY OF BACKGROUND DATA: Life expectancy in patients with cervical myelopathy is unclear. Cervical laminoplasty was performed in 216 patients between 1981 and 1994. It was possible to follow 148 patients for more than 20 years. We used the data of the 68 survivors and the 80 patients had already died. METHODS: As for the patients who died by the final follow-up, the survival rate was analyzed by a Kaplan-Meier plot; the results were compared between the patients with cervical spondylosis (CS) and the patients with ossification of the posterior longitudinal ligament (OPLL). The causes of the death were assessed. The neurological evaluation was graded using the score devised by the Japanese Orthopaedic Association (JOA). The pre- and postoperative scores were compared between the patients in the died group (D group) and the surviving patients group (S group). RESULTS: The mean period from surgery to death was 13.4â±â7.4 years. There was no difference in the survival rate between patients with CS and patients with OPLL. The most frequent cause of death was malignant tumor followed by ischemic heart disease. Preoperative JOA score in the D group was lower than that in the S group. There was no statistical difference in postoperative JOA score between the two groups. CONCLUSION: The patients who underwent cervical laminoplasty caused by compression myelopathy due to CS and OPLL had a long life expectancy, averaging more than 13 years. Life expectancy did not differ between patients with CS and patients with OPLL. Neurological deficit did not directly affect the life expectancy. LEVEL OF EVIDENCE: 4.
Assuntos
Vértebras Cervicais/cirurgia , Laminoplastia/mortalidade , Laminoplastia/tendências , Expectativa de Vida/tendências , Estatística como Assunto/tendências , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Ossificação do Ligamento Longitudinal Posterior/mortalidade , Ossificação do Ligamento Longitudinal Posterior/cirurgia , Estudos Retrospectivos , Doenças da Medula Espinal/mortalidade , Doenças da Medula Espinal/cirurgia , Espondilose/mortalidade , Espondilose/cirurgia , Fatores de Tempo , Resultado do TratamentoRESUMO
BACKGROUND: The global burden of chronic pain is projected to be large and growing, in concert with the burden of noncommunicable diseases. This is the first systematic review and meta-analysis of the prevalence of chronic pain without clear etiology in general, elderly, and working populations of low- and middle-income countries (LMICs). METHODS: We collected and reported data using Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) guidelines, excluding acute pain or pain associated with a concurrent medical condition. One hundred nineteen publications in 28 LMICs were identified for systematic review; the 68 reports that focused on general adult populations (GP), elderly general populations (EGP), or workers (W) were evaluated using mixed-effects regression meta-analysis. RESULTS: Average chronic pain prevalence is reported as a percentage of the population, with 95% confidence interval for each pain type and population (GP, EGP, and W; NA is equal to not available): unspecified chronic pain (34[26-42], 62[41-81], and NA); low back pain (21[15-27], 28[16-42], and 52[26-77]); headache (42[27-58], 30[19-43], and 51[13-88]); chronic daily headache (5[3-7], 5[1-12], and 10[0-33]); chronic migraine (GP 12[6-19]); chronic tension type headache (GP 8[3-15]); musculoskeletal pain (25[19-33], 44[28-62], and 79[60-94]); joint pain (14[11-18], 34[16-54], and NA); chronic pelvic/prostatitis pain (GP 4[0-14]); temporomandibular disorder (35[4-78], 8[0-24], and NA); abdominal pain (EGP 17[6-32]); fibromyalgia (Combined GP, EGP, W 6[5-7]); and widespread pain (7[1-18], 19[8-32], and NA). Chronic low back pain and musculoskeletal pain were 2.50 (1.21-4.10) and 3.11 (2.13-4.37) times more prevalent among W, relative to a GP. Musculoskeletal, joint, and unspecified pain were 1.74 (1.03-2.69), 2.36 (1.09-4.02), and 1.83 (1.13-2.65) times more prevalent among the EGP, relative to a GP. There was significant heterogeneity among studies for all pain types (I > 90%). CONCLUSIONS: Chronic pain is prevalent in LMICs, and where there was sufficient evidence, generally more prevalent in EGP and W. This meta-analysis reveals the spectrum of chronic pain without clear etiology in LMICs. Steps should be taken to reduce heterogeneity in the assessment of global chronic pain. Possible actions may include standardization of chronic pain definition, widespread adoption of validated questionnaires across cultures, attention to inequitably burdened populations, and inclusion of queries regarding known associations of chronic pain with social and psychological factors that, in combination, increase the global burden of noncommunicable disease and disability.
Assuntos
Dor Crônica/epidemiologia , Efeitos Psicossociais da Doença , Saúde Global/tendências , Pobreza/tendências , Estatística como Assunto/métodos , Estatística como Assunto/tendências , Dor Crônica/economia , Dor Crônica/etiologia , Saúde Global/economia , Humanos , Pobreza/economiaRESUMO
Clustering data streams is becoming the most efficient way to cluster a massive dataset. This task requires a process capable of partitioning observations continuously with restrictions of memory and time. In this paper we present a new algorithm, called G-Stream, for clustering data streams by making one pass over the data. G-Stream is based on growing neural gas, that allows us to discover clusters of arbitrary shapes without any assumptions on the number of clusters. By using a reservoir, and applying a fading function, the quality of clustering is improved. The performance of the proposed algorithm is evaluated on public datasets.
Assuntos
Algoritmos , Conjuntos de Dados como Assunto/tendências , Redes Neurais de Computação , Análise por Conglomerados , Bases de Dados Factuais/tendências , Humanos , Memória , Estatística como Assunto/tendênciasRESUMO
STUDY DESIGN: A retrospective subgroup analysis was performed on surgically treated patients from the lumbar spinal stenosis (SpS) arm of the Spine Patient Outcomes Research Trial (SPORT), randomized, and observational cohorts. OBJECTIVE: To identify risk factors for reoperation in patients treated surgically for SpS and compare outcomes between patients who underwent reoperation with those who did not. SUMMARY OF BACKGROUND DATA: SpS is one of the most common indications for surgery in the elderly; however, few long-term studies have identified risk factors for reoperation. METHODS: A post-hoc subgroup analysis was performed on patients from the SpS arm of the SPORT, randomized and observational cohorts. Baseline characteristics were analyzed between reoperation and no-reoperation groups using univariate and multivariate analysis on data 8 years postoperation. RESULTS: Of the 417 study patients, 88% underwent decompression only, 5% noninstrumented fusion, and 6% instrumented fusion. At the 8-year follow-up, the reoperation rate was 18%; 52% of reoperations were for recurrent stenosis or progressive spondylolisthesis, 25% for complication or other reason, and 16% for new condition. Of patients who underwent a reoperation, 42% did so within 2 years, 70% within 4 years, and 84% within 6 years. Patients who underwent reoperation were less likely to have presented with any neurological deficit (43% reop vs. 57% no reop, Pâ=â0.04). Patients improved less at follow-up in the reoperation group (Pâ<â0.001). CONCLUSION: In patients undergoing surgical treatment for SpS, the reoperation rate at 8-year follow-up was 18%. Patients with a reoperation were less likely to have a baseline neurological deficit. Patients who did not undergo reoperation had better patient reported outcomes at 8-year follow-up compared with those who had repeat surgery. LEVEL OF EVIDENCE: 2.
Assuntos
Vértebras Lombares/cirurgia , Satisfação do Paciente , Reoperação/tendências , Estenose Espinal/cirurgia , Estatística como Assunto/tendências , Idoso , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Estudos Multicêntricos como Assunto/métodos , Estudos Observacionais como Assunto/métodos , Medição da Dor/métodos , Medição da Dor/tendências , Estudos Prospectivos , Ensaios Clínicos Controlados Aleatórios como Assunto/métodos , Estudos Retrospectivos , Fatores de Risco , Estenose Espinal/diagnóstico , Estatística como Assunto/métodosAssuntos
Doença de Hodgkin/diagnóstico , Doença de Hodgkin/mortalidade , Vigilância da População , Estatística como Assunto/tendências , Idoso , Idoso de 80 Anos ou mais , Estudos de Coortes , Feminino , Doença de Hodgkin/terapia , Humanos , Masculino , Pessoa de Meia-Idade , Vigilância da População/métodos , Sistema de Registros , Taxa de Sobrevida/tendências , Resultado do TratamentoRESUMO
Over half of patients diagnosed with acute myeloid leukemia (AML) are 65 years or older. We examined patient characteristics, treatment patterns, and survival among elderly patients in routine clinical practice. We utilized a retrospective cohort analysis of first primary AML patients in the linked Surveillance, Epidemiology, and End Results (SEER)-Medicare database. Patients were diagnosed between January 1, 2000 and December 31, 2009, >66 years, and continuously enrolled in Medicare Part A and B in the year prior to diagnosis. Kaplan-Meier curves and Cox proportional hazards regression assessed overall survival by treatment. There were 3327 (40 %) patients who received chemotherapy within 3 months of diagnosis. Treated patients were more likely younger, male, and married, and less likely to have secondary AML and poor performance indicators and comorbidity score compared to untreated patients. In multivariate survival analysis, treated patients exhibited a significant 33 % lower risk of death compared to untreated patients. Significant survival benefits were noted with receipt of intensive and hypomethylating agent (HMA) therapies compared to no therapy. A survival benefit with allogeneic hematopoietic stem cell transplantation was seen in younger Medicare patients. This real-world study showed that about 60 % of elderly AML patients remain untreated following diagnosis. Use of anti-leukemic therapy was associated with a significant survival benefit in this elderly cohort.
Assuntos
Leucemia Mieloide Aguda/mortalidade , Leucemia Mieloide Aguda/terapia , Medicare/estatística & dados numéricos , Programa de SEER/estatística & dados numéricos , Estatística como Assunto/métodos , Idoso , Idoso de 80 Anos ou mais , Feminino , Seguimentos , Humanos , Leucemia Mieloide Aguda/diagnóstico , Masculino , Medicare/tendências , Estudos Retrospectivos , Programa de SEER/tendências , Estatística como Assunto/tendências , Taxa de Sobrevida/tendências , Resultado do Tratamento , Estados Unidos/epidemiologiaRESUMO
Objective: to evaluate the tendency and polarization of dental caries in children 4-5 years of age, between 2006 and 2014. Method: this is a comparison of two similar cross-sectional studies that included 226 children each year. Clinical data were collected according to the criteria proposed by the World Health Organization (WHO). A previously validated questionnaire was administered to parents or guardians of children, in order to obtain data related to family income. Results: 32.7 percent of children in 2006 and 35 percent in 2014 had at least one decayed tooth. The dmft index was 1.25 in 2006 and 1.40 in 2014, with no statistically significant difference (p> 0.05). It was verified that there is a higher concentration of dental caries in populations of lower economic status (p <0.05) for the years of analysis. Conclusion: the caries prevalence showed a tendency to remain constant after eight years of the baseline. Thus, the disease showed polarized, indicating a higher concentration of children whose families had worse socioeconomic conditions(AU)
Objetivo: evaluar la tendencia y la polarización de la caries dental en niños de 4-5 años de edad, entre 2006 y 2014. Método: se trata de la comparación de dos estudios transversales similares que incluyó a 226 niños en cada año. Los datos clínicos fueron recogidos de acuerdo con los criterios propuestos por la Organización Mundial de la Salud (OMS). un cuestionario previamente validado, fue aplicado a los padres o responsables de los niños, con la finalidad de obtener datos relacionados con los ingresos financieros familiar. Resultados: el 32,7 por ciento de los niños en 2006 y 35 por ciento en el 2014, tenían al menos un diente cariado. El índice ceod en 2006 fue de 1,25 y en 2014, de 1,40, no se encontró diferencia estadísticamente significativa (p> 0,05). Fue verificado que hay una mayor concentración de caries dental en poblaciones de menor estatus económico (p<0,05) para los años de análisis. Conclusión: la prevalencia de caries dental presentó una tendencia a mantenerse constante después de ocho años del momento de la evaluación inicial. Con esto, la enfermedad se mostró polarizada, evidenciando una mayor concentración en niños cuya familia poseía peores condiciones socioeconómicas(AU)
Assuntos
Humanos , Masculino , Feminino , Pré-Escolar , Classe Social , Cárie Dentária/epidemiologia , Questionário de Saúde do Paciente , Estudos Transversais , Estatística como Assunto/tendênciasRESUMO
Translational medicine is a roller coaster with occasional brilliant successes and a large majority of failures. Lost in Translation 1 ('LiT1'), beginning in the 1950s, was a golden era built upon earlier advances in experimental physiology, biochemistry and pharmacology, with a dash of serendipity, that led to the discovery of many new drugs for serious illnesses. LiT2 saw the large-scale industrialization of drug discovery using high-throughput screens and assays based on affinity for the target molecule. The links between drug development and university sciences and medicine weakened, but there were still some brilliant successes. In LiT3, the coverage of translational medicine expanded from molecular biology to drug budgets, with much greater emphasis on safety and official regulation. Compared with R&D expenditure, the number of breakthrough discoveries in LiT3 was disappointing, but monoclonal antibodies for immunity and inflammation brought in a new golden era and kinase inhibitors such as imatinib were breakthroughs in cancer. The pharmaceutical industry is trying to revive the LiT1 approach by using phenotypic assays and closer links with academia. LiT4 faces a data explosion generated by the genome project, GWAS, ENCODE and the 'omics' that is in danger of leaving LiT4 in a computerized cloud. Industrial laboratories are filled with masses of automated machinery while the scientists sit in a separate room viewing the results on their computers. Big Data will need Big Thinking in LiT4 but with so many unmet medical needs and so many new opportunities being revealed there are high hopes that the roller coaster will ride high again.