Acantose nigricante: inter-relações metabólicas inerentes à síndrome dos ovários policísticos

OBJETIVO: Estabelecer a prevalência da acantose nigricante (AN) no contexto da síndrome dos ovários policísticos (SOP) e as respectivas associações com a obesidade, a resistência insulínica (RI), a insulinemia e a síndrome metabólica (SM).MÉTODOS: Em um estudo transversal e prospectivo, foram selecionadas cem pacientes acometidas pela SOP, diagnosticadas segundo o Consenso de Rotterdam (2003). O exame cutâneo incluiu, além da verificação da presença da AN, a presença do hirsutismo (escore ≥8) e da acne. Foram investigados os dados clínicos e bioquímicos, os fatores de risco cardiovascular que se fazem presentes na SM, como circunferência abdominal (CA), obesidade, hipertensão e os índices de HDL e triglicérides. O modelo de aferição da resistência insulínica foi realizado por meio do teste homeostatic model assessment of insulin resistance(HOMA-IR).RESULTADOS: A prevalência da AN (53%) mostrou correspondência significativa com o hirsutismo (p=0,02), o índice de massa corpórea (IMC) (p<0,01), a insulinemia basal (p<0,01), o HOMA-IR (p<0,01) e a SM (p<0,05). A SM alcançou a prevalência de 36% e associou-se significativamente apenas com a AN (p<0,01). Conquanto ausente o diabetes mellitus, sobressaem as conotações do HOMA-IR alterado (p=0,01) com a SM (p<5%) e a AN (p<0,01).CONCLUSÕES: A AN integra o quadro fenotípico grave da SOP como mais um signo previsível dos riscos da doença cardiovascular.

Association between Lipid Accumulation Product and Hirsutism in Patients with Polycystic Ovary Syndrome

Objective Polycystic ovary syndrome (PCOS) is the most common endocrine metabolic disorder in women between menarche and menopause. Clinical hyperandrogenism is the most important diagnostic criterion of the syndrome, which manifests as hirsutism in 70% of cases. Hirsute carriers of PCOS have high cardiovascular risk. Lipid accumulation product (LAP) is an index for the evaluation of lipid accumulation in adults and the prediction of cardiovascular risk. The aim of this study was to evaluate the association between LAP and hirsutism in women with PCOS. Methods This was a cross-sectional observational study of a secondary database, which included 263 patients who had visited the Hyperandrogenism Outpatient Clinic from November 2009 to July 2014. The exclusion criteria were patients without Ferriman-Gallwey index (FGI) and/or LAP data. We used the Rotterdam criteria for the diagnosis of PCOS. All patients underwent medical assessment followed by measurement and recording of anthropometric data and the laboratory tests for measurement of the following: thyroid-stimulating hormone, follicle-stimulating hormone, prolactin, total testosterone, sex hormone binding globulin, 17-α-hydroxyprogesterone (follicular phase), glycohemoglobin A1c, and basal insulin. In addition, the subjects underwent lipid profiling and oral glucose tolerance tests. Other laboratory measurements were determined according to clinical criteria. LAP and the homeostatic model assessment index (HOMA-IR) were calculated using the data obtained. We divided patients into two groups: the PCOS group with normal LAP (< 34.5) and the PCOS group with altered LAP (> 34.5) to compare the occurrence of hirsutism. For statistical analysis, we used SPSS Statistics for Windows(r) and Microsoft Excel programs, with descriptive (frequencies, percentages, means, and standard deviations) and comparative analyses (Student's t-test and Chi-square test). We considered relations significant when the p-value was≤0.05. Results LAP was high in most patients (n = 177; 67.3%) and the FGI indicated that 58.5% of the patients (n = 154) had hirsutism. The analysis by LAP quartiles showed a positive correlation (p = 0.04) among patients with a high FGI and an upper quartile LAP (> 79.5) when compared with those with LAP < 29.0 (lower quartile). Conclusion This study demonstrated an association between high LAP and hirsutism. The FGI could represent a simple and low-cost tool to infer an increased cardiovascular risk in women with PCOS.

IGF2, LEPR, POMC, PPARG, and PPARGC1 gene variants are associated with obesity-related risk phenotypes in Brazilian children and adolescents

Association studies of genetic variants and obesity and/or obesity-related risk factors have yielded contradictory results. The aim of the present study was to determine the possible association of five single-nucleotide polymorphisms (SNPs) located in the IGF2, LEPR, POMC, PPARG, and PPARGC1genes with obesity or obesity-related risk phenotypes. This case-control study assessed overweight (n=192) and normal-weight (n=211) children and adolescents. The SNPs were analyzed using minisequencing assays, and variables and genotype distributions between the groups were compared using one-way analysis of variance and Pearson's chi-square or Fisher's exact tests. Logistic regression analysis adjusted for age and gender was used to calculate the odds ratios (ORs) for selected phenotype risks in each group. No difference in SNP distribution was observed between groups. In children, POMC rs28932472(C) was associated with lower diastolic blood pressure (P=0.001), higher low-density lipoprotein (LDL) cholesterol (P=0.014), and higher risk in overweight children of altered total cholesterol (OR=7.35, P=0.006). In adolescents, IGF2 rs680(A) was associated with higher glucose (P=0.012) and higher risk in overweight adolescents for altered insulin (OR=10.08, P=0.005) and homeostasis model of insulin resistance (HOMA-IR) (OR=6.34, P=0.010). PPARGrs1801282(G) conferred a higher risk of altered insulin (OR=12.31, P=0.003), and HOMA-IR (OR=7.47, P=0.005) in overweight adolescents. PARGC1 rs8192678(A) was associated with higher triacylglycerols (P=0.005), and LEPR rs1137101(A) was marginally associated with higher LDL cholesterol (P=0.017). LEPR rs1137101(A) conferred higher risk for altered insulin, and HOMA-IR in overweight adolescents. The associations observed in this population suggested increased risk for cardiovascular diseases and/or type 2 diabetes later in life for individuals carrying these alleles.

Opposing effects of cis-9,trans-11 and trans-10,cis-12 conjugated linoleic acid on blood lipids in healthy humans

Background: Conjugated linoleic acid (CLA) is reported to have weight-reducing and antiatherogenic properties when fed to laboratory animals. However, the effects of CLA on human health and, in particular, the effects of individual CLA isomers are unclear. Objective: This study investigated the effects of 3 doses of highly enriched cis-9,trans-11 (0.59, 1.19, and 2.38 g/d) or trans-10,cis-12 (0.63, 1.26, and 2.52 g/d) CLA preparations on body composition, blood lipid profile, and markers of insulin resistance in healthy men. Design: Healthy men consumed 1, 2, and 4 capsules sequentially, containing either 80% cis-9,trans-11 CLA or 80% trans-10,cis-12 CLA for consecutive 8-wk periods. This phase was followed by a 6-wk washout and a crossover to the other isomer. Results: Body composition was not significantly affected by either isomer of CLA. Mean plasma triacylglycerol concentration was higher during supplementation with trans-10,cis-12 CLA than during that with cis-9,trans-11 CLA, although there was no influence of dose. There were significant effects of both isomer and dose on plasma total cholesterol and LDL-cholesterol concentrations but not on HDL-cholesterol concentration. The ratios of LDL to HDL cholesterol and of total to HDL cholesterol were higher during supplementation with trans-10,cis-12 CLA than during that with cis-9,trans-11 CLA. CLA supplementation had no significant effect on plasma insulin concentration, homeostasis model for insulin resistance, or revised quantitative insulin sensitivity check index. Conclusion: Divergent effects of cis-9,trans-11 CLA and trans10,cis-12 CLA appear on the blood lipid profile in healthy humans: trans-10,cis-12 CLA increases LDL:HDL cholesterol and total:HDL cholesterol, whereas cis-9,trans-11 CLA decreases them.

Regularized logistic models for probabilistic forecasting and diagnostics

Logistic models are studied as a tool to convert dynamical forecast information (deterministic and ensemble) into probability forecasts. A logistic model is obtained by setting the logarithmic odds ratio equal to a linear combination of the inputs. As with any statistical model, logistic models will suffer from overfitting if the number of inputs is comparable to the number of forecast instances. Computational approaches to avoid overfitting by regularization are discussed, and efficient techniques for model assessment and selection are presented. A logit version of the lasso (originally a linear regression technique), is discussed. In lasso models, less important inputs are identified and the corresponding coefficient is set to zero, providing an efficient and automatic model reduction procedure. For the same reason, lasso models are particularly appealing for diagnostic purposes.

Implications of event attribution for loss and damage policy

The United Nations Framework Convention on Climate Change (UNFCCC) has established the Warsaw International Mechanism (WIM) to deal with loss and damage associated with climate change impacts, including extreme events, in developing countries. It is not yet known whether events will need to be attributed to anthropogenic climate change to be considered under the WIM. Attribution is possible for some extreme events- a climate model assessment can estimate how greenhouse gas emissions have affected the likelihood of their occurrence. Dialogue between scientists and stakeholders is required to establish whether, and how, this science could play a role in the WIM.

Níveis de óxido nítrico e fibrinogênico em pacientes com síndrome dos ovários policísticos : assocação com medidas antropométricas, perfil hormonal e metabólico

Introdução: O óxido nítrico (NO) e o fibrinogênio são importantes marcadores de disfunção endotelial e de disfibrinólise, respectivamente, sendo essas alterações relacionadas à resistência insulínica. A Síndrome dos Ovários Policísticos (PCOS), caracterizada por irregularidade menstrual e anovulação crônica, está associada com resistência à insulina e hiperinsulinemia em porcentagem considerável dos casos. A disfunção endotelial, decorrente da resistência insulínica e de alterações nos níveis de NO e de fibrinogênio, poderia conferir a essas pacientes um maior risco de doença macrovascular. Objetivo: Avaliar níveis séricos de óxido nítrico e de fibrinogênio em pacientes com PCOS e compará-los aos de pacientes com Hirsutismo Idiopático (HI). Materiais e métodos: Estudo transversal. Foram avaliados níveis de óxido nítrico e de fibrinogênio e suas associações com variáveis antropométricas, metabólicas e hormonais em 26 pacientes hirsutas com PCOS e 20 pacientes do grupo controle com HI (ciclos regulares e ovulatórios, níveis normais de androgênios e hirsutismo isolado). Resultados: Os grupos foram semelhantes quanto à história familiar de diabete e gravidade do hirsutismo pelo escore de Ferriman-Gallway. Não houve diferenças significativas nos níveis de NO e de fibrinogênio entre os grupos PCOS e HI. Entretanto, nas pacientes com PCOS, insulina e HOMA (Homeostatic Model Assessment) foram negativamente correlacionadas com níveis de NO (r=-0.42 p<0.03).Considerando-se todas as pacientes, idade, índice de massa corporal (IMC) e circunferência da cintura tiveram correlação positiva com níveis de fibrinogênio. Conclusão: Os resultados mostram associação negativa e não dependente do IMC entre NO e resistência insulínica, mas não com níveis de androgênios, apenas nas pacientes com PCOS. Assim, as estratégias clínicas que objetivam a redução da resistência insulínica podem trazer benefícios às pacientes com PCOS não somente para a prevenção de diabetes e de dislipidemia, mas também para a redução do risco de disfunção endotelial nessas pacientes.

Síndrome metabólica e fatores de risco relacionados em crianças e adolescentes com excesso de peso na cidade do Natal

Nas últimas décadas, houve grande aumento da prevalência de obesidade, inclusive na faixa etária pediátrica. Com isso, aumentou o número de crianças e adolescentes afetados por síndrome metabólica (SM), diabetes tipo 2 (DM2) e doenças cardiovasculares (DCV), doenças anteriormente consideradas quase exclusivas de adultos. Os objetivos do estudo foram identificar e correlacionar marcadores antropométricos (IMC- índice de massa corpórea, CA- circunferência abdominal, RCQ- razão cintura/quadril, RCArazão cintura altura e PSE- prega subescapular), PAS e PAD- pressão arterial sistólica e diastólica, respectivamente, e laboratoriais (CT- colesterol total, HDL, LDL, TGL- triglicérides, I/G- razão insulina glicose, HOMA- homeostatic model assessment for insulin resistance) de risco para o desenvolvimento de SM e observar a sua prevalência em crianças e adolescentes com excesso de peso. Foi conduzido estudo transversal, em amostra aleatória, de conveniência, onde foram avaliadas 60 crianças e adolescentes com excesso de peso, atendidas no ambulatório de endocrinologia pediátrica do Hospital de Pediatria da Universidade Federal do Rio Grande do Norte (UFRN) com idade mínima e máxima de 7 e 15 anos, de maio de 2009 a abril de 2010. Foram admitidos os indivíduos que apresentavam sobrepeso (IMC P > 85 e < 95) ou obesidade (IMC P > 95) (CDC, 2000) e história familiar positiva para DM2 em parentes de primeiro ou segundo grau ou algum dos sinais de resistência insulínica (acantose, hipertensão arterial, dislipidemia, síndrome de ovários policísticos). 2 O componente individual para SM mais prevalente foi o percentil da CA ≥ 90 (58,3%), seguido de HDL ≤ 40 mg/dl (36,6%). Na regressão linear simples, observaram-se as variações para mais nos parâmetros laboratoriais e de PA para cada unidade de aumento de IMC, CA, RCA, RCQ e PSE, sendo significantes as seguintes correlações: CA com TGL, HOMA IR, I/G, PAS e PAD; RCQ com TGL, HOMA, I/G, LDL e glicemia; RCA com TGL; PSE com TGL, HOMA-IR, I/G e PAS; e IMC com HOMA IR, I/G, PAS e PAD. De acordo com os critérios da IDF (Federação Internacional de Diabetes International Diabetes Federation) 2007, o diagnóstico de SM foi encontrado em seis indivíduos (10%). Do total, oito (13,3%), estavam em situação de sobrepeso e 52 (86,6%), obesos. As evidências de correlação CA e RCQ, medidas de obesidade centrípeta, com vários marcadores como TGL e HOMA, já sabidamente relacionados à SM, chamam atenção para a necessidade de utilização dessas medidas de forma mais rotineira na prática pediátrica, por serem de fácil obtenção, baixo custo e método não invasivo. Os valores de CA, RCQ, RCA e PSE, quando elevados devem justificar maior detalhamento na avaliação laboratorial de possível resistência insulínica. É importante a identificação de crianças e adolescentes que preencham os requisitos para o diagnóstico da SM, pois são indivíduos de maior risco metabólico e devem ser adequadamente acompanhados.

Intra-abdominal fat is related to metabolic syndrome and non-alcoholic fat liver disease in obese youth

Background: Previous studies have shown an association between adiposity, especially intra-abdominal adipose tissue, and hemodynamic/metabolic comorbidities in adults, however it is not clear in pediatric population. The aim of the study was to analyze the relationship between non-alcoholic fatty liver disease (NAFLD) and components of metabolic syndrome (MS) with values of intra-abdominal (IAAT) and subcutaneous (SCAT) adipose tissue in obese children and adolescents.Methods: Cross-sectional study. Subjects: 182 obese sedentary children and adolescents (aged 6 to 16 y), identified by the body mass index (BMI). Measurements: Body composition and trunk fat by dual-energy X-ray absorptiometry- DXA; lipid profile, blood pressure and pubertal stage were also assessed. NAFLD was classified as absent (0), mild (1), moderate (2) and severe (3), and intra-abdominal and subcutaneous abdominal fat thickness were identified by ultrasound. The MS was identified according to the cut offs proposed by World Health Organization adapted for children and adolescents. The chi-square test was used to compare categorical variables, and the binary logistic regression indicated the magnitude of the associations adjusted by potential cofounders (sex, age, maturation, NAFLD and HOMA-IR).Results: Higher quartile of SCAT was associated with elevated blood pressure (p = 0.015), but not associated with NAFLD (p = 0.665). Higher IAAT was positively associated with increased dyslipidemia (p = 0.001), MS (p = 0.013) and NAFLD (p = 0.005). Intermediate (p = 0.007) and highest (p = 0.001) quartile of IAAT were also associated with dyslipidemia, independently of age, sex, maturation, NAFLD and HOMA-IR (homeostatic model assessment-insulin resistance).Conclusion: Obese children and adolescents, with higher IAAT are more prone to develop MS and NAFLD than those with higher values of SCAT, independent of possible confounding variables. © 2013 Silveira et al.; licensee BioMed Central Ltd.

Alterações endócrinas e metabólicas em pacientes HIV positivos com lipodistrofia

A lipodistrofia do HIV e evento comum em pacientes em uso de terapia antiretroviral fortemente ativa (HAART). O presente estudo avalia as alterações metabolicas e endocrinas em pacientes que apresentam lipodistrofia. Foram avaliados 40 pacientes com lipodistrofia e classificados em lipoatrofia, lipohipertrofia (lipoacumulacao) e lipodistrofia mista e analisadas as alterações endocrinas e metabolicas. As variáveis estudadas foram: resistência insulínica pelo HOMA-IR (Homeostasis Model Assesment Insulin Resistance), teste oral de tolerancia a glicose, TSH, T4 livre, cortisol, DHEA, prolactina, testosterona em homens, FSH, LH e estradiol nas mulheres, colesterol total e fracoes (HDL e LDL), acido úrico, ureia, creatinina, AST e ALT, medidas antropométricas (peso, estatura, índice de massa corpórea, circunferência abdominal, quadril, relação cintura/quadril), densitometria óssea e avaliação de esteatose hepática por ultrassonografia abdominal. A lipo-hipertrofia isolada ocorreu em sua totalidade no sexo feminino (p <0,05). A média de idade foi semelhante nos três grupos, sem variação na distribuição por faixa etária. Dislipidemia ocorreu em todos os grupos após o inicio da terapia anti-retroviral (lipodistrofia mista, 100%, lipo-hipertrofia, 80% e lipoatrofia 70%). Variáveis antropométricas mostram elevação da cintura abdominal em mulheres com lipo-hipertrofia. (98,2 + 13,4) e menores em mulheres com lipoatrofia (76,8 + 6,1). Pacientes com lipoatrofia apresentam-se eutroficos (82,4%), e pacientes com lipo-hipertrofia apresentam sobrepeso ou obesidade (60%). Foi encontrada associação entre osteoporose e sexo masculino (p < 0,05) alta prevalência de dislipidemia (85%) e síndrome metabólica (37,5%) em todos os grupos estudados. A síndrome metabólica esteve associada com a lipo-hipertrofia. Não foram encontradas alterações significativas na tireoide, cortisol, relação cortisol/DHEA, testosterona, FSH, LH e prolactina. Conclusão: O sexo feminino apresenta forte associação com a lipo-hipertrofia isolada. A lipo-hipertrofia parece estar associado com a síndrome metabólica e resistência insulínica. Os homens tem maiores risco de desenvolvimento de osteopenia e osteoporose. Esteatose hepática, apesar de bastante comum não esta associado a um tipo particular de lipodistrofia. Alterações hormonais não são eventos comuns em pacientes com lipodistrofia do HIV.

Associações entre síndrome metabólica, inflamação, índices do estado nutricional e de distribuição de gordura corporal em pacientes em hemodiálise crônica

Pós-graduação em Fisiopatologia em Clínica Médica - FMB

Icodextrin reduces insulin resistance in non-diabetic patients undergoing automated peritoneal dialysis: results of a randomized controlled trial (STARCH)

Insulin resistance is a common risk factor in chronic kidney disease patients contributing to the high cardiovascular burden, even in the absence of diabetes. Glucose-based peritoneal dialysis (PD) solutions are thought to intensify insulin resistance due to the continuous glucose absorption from the peritoneal cavity. The aim of our study was to analyse the effect of the substitution of glucose for icodextrin on insulin resistance in non-diabetic PD patients in a multicentric randomized clinical trial. This was a multicenter, open-label study with balanced randomization (1:1) and two parallel-groups. Inclusion criteria were non-diabetic adult patients on automated peritoneal dialysis (APD) for at least 3 months on therapy prior to randomization. Patients assigned to the intervention group were treated with 2L of icodextrin 7.5%, and the control group with glucose 2.5% during the long dwell and, at night in the cycler, with a prescription of standard glucose-based PD solution only in both groups. The primary end-point was the change in insulin resistance measured by homeostatic model assessment (HOMA) index at 90 days. Sixty patients were included in the intervention (n = 33) or the control (n = 27) groups. There was no difference between groups at baseline. After adjustment for pre-intervention HOMA index levels, the group treated with icodextrin had the lower post-intervention levels at 90 days in both intention to treat [1.49 (95% CI: 1.23-1.74) versus 1.89 (95% CI: 1.62-2.17)], (F = 4.643, P = 0.03, partial η(2) = 0.078); and the treated analysis [1.47 (95% CI: 1.01-1.84) versus 2.18 (95% CI: 1.81-2.55)], (F = 7.488, P = 0.01, partial η(2) = 0.195). The substitution of glucose for icodextrin for the long dwell improved insulin resistance measured by HOMA index in non-diabetic APD patients.

Knowledge management and strategic orientation: leveraging innovativeness and performance

Purpose - The aim of this study is to investigate whether knowledge management (KM) contributes to the development of strategic orientation and to enhance innovativeness, and whether these three factors contribute to improve business performance. Design/methodology/approach - A sample of 241 Brazilian companies was surveyed, using Web-based questionnaires with 54 questions, using ten-point scales to measure the degree of agreement on each item of each construct. Structural equation modeling techniques were applied for model assessment and analysis of the relationships among constructs. Exploratory factor analysis, confirmatory factor analysis, and path analysis using the technique of structural equation modeling were applied to the data. Findings - Effective KM contributes positively to strategic orientation. Although there is no significant direct effect of KM on innovativeness, the relationship is significant when mediated by strategic orientation. Similarly effective KM has no direct effect on business performance, but this relationship becomes statistically significant when mediated by strategic orientation and innovativeness. Research limitations/implications - The findings indicate that KM permeates all relationships among the constructs, corroborating the argument that knowledge is an essential organizational resource that leverages all value-creating activities. The results indicate that both KM and innovativeness produce significant impacts on performance when they are aligned with a strategic orientation that enables the organization to anticipate and respond to changing market conditions. Originality/value - There is a substantial body of research on several types of relationships involving KM, strategic orientation, innovativeness and performance. This study offers an original contribution by analyzing all of those constructs simultaneously using established scales so that comparative studies are possible.

Is waist-to-height ratio a useful indicator of cardio-metabolic risk in 6-10-year-old children?

Background: Childhood obesity is a public health problem worldwide. Visceral obesity, particularly associated with cardio-metabolic risk, has been assessed by body mass index (BMI) and waist circumference, but both methods use sex-and age-specific percentile tables and are influenced by sexual maturity. Waist-to-height ratio (WHtR) is easier to obtain, does not involve tables and can be used to diagnose visceral obesity, even in normal-weight individuals. This study aims to compare the WHtR to the 2007 World Health Organization (WHO) reference for BMI in screening for the presence of cardio-metabolic and inflammatory risk factors in 6–10-year-old children. Methods: A cross-sectional study was undertaken with 175 subjects selected from the Reference Center for the Treatment of Children and Adolescents in Campos, Rio de Janeiro, Brazil. The subjects were classified according to the 2007 WHO standard as normal-weight (BMI z score > −1 and < 1) or overweight/obese (BMI z score ≥ 1). Systolic blood pressure (SBP), diastolic blood pressure (DBP), fasting glycemia, low-density lipoprotein (LDL), high-density lipoprotein (HDL), triglyceride (TG), Homeostatic Model Assessment – Insulin Resistance (HOMA-IR), leukocyte count and ultrasensitive C-reactive protein (CRP) were also analyzed. Results: There were significant correlations between WHtR and BMI z score (r = 0.88, p < 0.0001), SBP (r = 0.51, p < 0.0001), DBP (r = 0.49, p < 0.0001), LDL (r = 0.25, p < 0.0008, HDL (r = −0.28, p < 0.0002), TG (r = 0.26, p < 0.0006), HOMA-IR (r = 0.83, p < 0.0001) and CRP (r = 0.51, p < 0.0001). WHtR and BMI areas under the curve were similar for all the cardio-metabolic parameters. A WHtR cut-off value of > 0.47 was sensitive for screening insulin resistance and any one of the cardio-metabolic parameters. Conclusions: The WHtR was as sensitive as the 2007 WHO BMI in screening for metabolic risk factors in 6-10-year-old children. The public health message “keep your waist to less than half your height” can be effective in reducing cardio-metabolic risk because most of these risk factors are already present at a cut point of WHtR ≥ 0.5. However, as this is the first study to correlate the WHtR with inflammatory markers, we recommend further exploration of the use of WHtR in this age group and other population-based samples.

Survival Analysis with Large Dimensional Covariates: An Application in Microarray Studies

Use of microarray technology often leads to high-dimensional and low- sample size data settings. Over the past several years, a variety of novel approaches have been proposed for variable selection in this context. However, only a small number of these have been adapted for time-to-event data where censoring is present. Among standard variable selection methods shown both to have good predictive accuracy and to be computationally efficient is the elastic net penalization approach. In this paper, adaptation of the elastic net approach is presented for variable selection both under the Cox proportional hazards model and under an accelerated failure time (AFT) model. Assessment of the two methods is conducted through simulation studies and through analysis of microarray data obtained from a set of patients with diffuse large B-cell lymphoma where time to survival is of interest. The approaches are shown to match or exceed the predictive performance of a Cox-based and an AFT-based variable selection method. The methods are moreover shown to be much more computationally efficient than their respective Cox- and AFT- based counterparts.