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1.
Microbiome ; 12(1): 50, 2024 Mar 12.
Artículo en Inglés | MEDLINE | ID: mdl-38468305

RESUMEN

BACKGROUND: Antibiotics notoriously perturb the gut microbiota. We treated healthy volunteers either with cefotaxime or ceftriaxone for 3 days, and collected in each subject 12 faecal samples up to day 90. Using untargeted and targeted phenotypic and genotypic approaches, we studied the changes in the bacterial, phage and fungal components of the microbiota as well as the metabolome and the ß-lactamase activity of the stools. This allowed assessing their degrees of perturbation and resilience. RESULTS: While only two subjects had detectable concentrations of antibiotics in their faeces, suggesting important antibiotic degradation in the gut, the intravenous treatment perturbed very significantly the bacterial and phage microbiota, as well as the composition of the metabolome. In contrast, treatment impact was relatively low on the fungal microbiota. At the end of the surveillance period, we found evidence of resilience across the gut system since most components returned to a state like the initial one, even if the structure of the bacterial microbiota changed and the dynamics of the different components over time were rarely correlated. The observed richness of the antibiotic resistance genes repertoire was significantly reduced up to day 30, while a significant increase in the relative abundance of ß-lactamase encoding genes was observed up to day 10, consistent with a concomitant increase in the ß-lactamase activity of the microbiota. The level of ß-lactamase activity at baseline was positively associated with the resilience of the metabolome content of the stools. CONCLUSIONS: In healthy adults, antibiotics perturb many components of the microbiota, which return close to the baseline state within 30 days. These data suggest an important role of endogenous ß-lactamase-producing anaerobes in protecting the functions of the microbiota by de-activating the antibiotics reaching the colon. Video Abstract.


Asunto(s)
Microbioma Gastrointestinal , Resiliencia Psicológica , Adulto , Humanos , Microbioma Gastrointestinal/genética , beta-Lactamasas/genética , beta-Lactamas/farmacología , Voluntarios Sanos , Antibacterianos , Bacterias/genética , Heces/microbiología
3.
Eur J Cancer ; 199: 113571, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38301362

RESUMEN

INTRODUCTION: Recent retrospective studies suggest potential large patient's benefit through proper timing of immune checkpoint blockers (ICB). The association between ICB treatment timing and patient survival, neoplastic response and toxicities was investigated, together with interactions with performance status (PS) and sex. METHODS: A cohort of patients with metastatic or locally advanced solid tumors, who received pembrolizumab, nivolumab, atezolizumab, durvalumab, or avelumab, alone or with concomitant chemotherapy, between November 2015 and March 2021, at the Centre Leon Bérard (France), was retrospectively studied. RESULTS: 361 patients were investigated (80% non-small cell lung cancer patients, mean [SD] age: 63 [11] years, 39% of women, 83% PS0-1 at first infusion, 19% received concomitant chemotherapy). ICB were administered from 07:25 to 17:21 and optimal morning/afternoon cut-off was 11:37. Morning infusions were associated with increased OS as compared to afternoon (median 30.3 vs 15.9 months, p = 0.0024; HR 1.56 [1.17-2.1], p = 0.003). A strong PS-timing interaction was found (PS0-1 patients, HR=1.53 [1.10-2.12], p = 0.011; PS2-3 patients, HR=0.50 [0.25-0.97], p = 0.042). Morning PS0-1 patients displayed increased OS (median 36.7 vs 21.3 months, p = 0.023), partial/complete response rate (58% vs 41%, p = 0.027), and grade1-3 toxicities (49% vs 34%, p = 0.028). Mortality risk ratio between infusions at worst time-of-day, estimated at 13:36 [12:48-14:23], and in early morning was equal to 4.8 ([2.3-10.1], p = 0.008). Timing differences in toxicities resulted significant only in female patients (women vs men: p < 0.001 vs 0.4). CONCLUSIONS: Early morning ICB infusion was associated with increased OS, response, and toxicities in patients with PS0-1 as compared to later infusions within the day. Prospective randomized trials are needed to confirm this retrospective study.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Neoplasias Primarias Secundarias , Masculino , Humanos , Femenino , Persona de Mediana Edad , Carcinoma de Pulmón de Células no Pequeñas/patología , Inhibidores de Puntos de Control Inmunológico/efectos adversos , Estudios Retrospectivos , Neoplasias Pulmonares/patología , Cronoterapia de Medicamentos , Estudios Prospectivos , Neoplasias Primarias Secundarias/tratamiento farmacológico
4.
Comput Methods Programs Biomed ; 247: 108095, 2024 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-38422892

RESUMEN

BACKGROUND AND OBJECTIVE: Joint modeling of longitudinal and time-to-event data has gained attention over recent years with extensive developments including nonlinear models for longitudinal outcomes and flexible time-to-event models for survival outcomes, possibly involving competing risks. However, in popular software such as R, the function used to describe the biomarker dynamic is mainly linear in the parameters, and the survival submodel relies on pre-implemented functions (exponential, Weibull, ...). The objective of this work is to extend the code from the saemix package (version 3.1 on CRAN) to fit parametric joint models where longitudinal submodels are not necessary linear in their parameters, with full user control over the model function. METHODS: We used the saemix package, designed to fit nonlinear mixed-effects models (NLMEM) through the Stochastic Approximation Expectation Maximization (SAEM) algorithm, and extended the main functions to joint model estimation. To compute standard errors (SE) of parameter estimates, we implemented a recently developed stochastic algorithm. A simulation study was proposed to assess (i) the performances of parameter estimation, (ii) the SE computation and (iii) the type I error when testing independence between the two submodels. Four joint models were considered in the simulation study, combining a linear or nonlinear mixed-effects model for the longitudinal submodel, with a single terminal event or a competing risk model. RESULTS: For all simulation scenarios, parameters were precisely and accurately estimated with low bias and uncertainty. For complex joint models (with NLMEM), increasing the number of chains of the algorithm was necessary to reduce bias, but earlier censoring in the competing risk scenario still challenged the estimation. The empirical SE of parameters obtained over all simulations were very close to those computed with the stochastic algorithm. For more complex joint models (involving NLMEM), some estimates of random effects variances had higher uncertainty and their SE were moderately under-estimated. Finally, type I error was controlled for each joint model. CONCLUSIONS: saemix is a flexible open-source package and we adapted it to fit complex parametric joint models that may not be estimated using standard tools. Code and examples to help users get started are freely available on Github.


Asunto(s)
Algoritmos , Programas Informáticos , Simulación por Computador , Dinámicas no Lineales , Sesgo , Modelos Estadísticos , Estudios Longitudinales
5.
Biom J ; 66(1): e2300049, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-37915123

RESUMEN

During the coronavirus disease 2019 (COVID-19) pandemic, several clinical prognostic scores have been proposed and evaluated in hospitalized patients, relying on variables available at admission. However, capturing data collected from the longitudinal follow-up of patients during hospitalization may improve prediction accuracy of a clinical outcome. To answer this question, 327 patients diagnosed with COVID-19 and hospitalized in an academic French hospital between January and July 2020 are included in the analysis. Up to 59 biomarkers were measured from the patient admission to the time to death or discharge from hospital. We consider a joint model with multiple linear or nonlinear mixed-effects models for biomarkers evolution, and a competing risks model involving subdistribution hazard functions for the risks of death and discharge. The links are modeled by shared random effects, and the selection of the biomarkers is mainly based on the significance of the link between the longitudinal and survival parts. Three biomarkers are retained: the blood neutrophil counts, the arterial pH, and the C-reactive protein. The predictive performances of the model are evaluated with the time-dependent area under the curve (AUC) for different landmark and horizon times, and compared with those obtained from a baseline model that considers only information available at admission. The joint modeling approach helps to improve predictions when sufficient information is available. For landmark 6 days and horizon of 30 days, we obtain AUC [95% CI] 0.73 [0.65, 0.81] and 0.81 [0.73, 0.89] for the baseline and joint model, respectively (p = 0.04). Statistical inference is validated through a simulation study.


Asunto(s)
COVID-19 , Humanos , SARS-CoV-2 , Hospitalización , Biomarcadores , Simulación por Computador
6.
Am J Psychiatry ; 180(12): 884-895, 2023 12 01.
Artículo en Inglés | MEDLINE | ID: mdl-37849304

RESUMEN

OBJECTIVE: Postpartum depression (PPD) is a common subtype of major depressive disorder (MDD) that is more heritable, yet is understudied in psychiatric genetics. The authors conducted meta-analyses of genome-wide association studies (GWASs) to investigate the genetic architecture of PPD. METHOD: Meta-analyses were conducted on 18 cohorts of European ancestry (17,339 PPD cases and 53,426 controls), one cohort of East Asian ancestry (975 cases and 3,780 controls), and one cohort of African ancestry (456 cases and 1,255 controls), totaling 18,770 PPD cases and 58,461 controls. Post-GWAS analyses included 1) single-nucleotide polymorphism (SNP)-based heritability ([Formula: see text]), 2) genetic correlations between PPD and other phenotypes, and 3) enrichment of the PPD GWAS findings in 27 human tissues and 265 cell types from the mouse central and peripheral nervous system. RESULTS: No SNP achieved genome-wide significance in the European or the trans-ancestry meta-analyses. The [Formula: see text] of PPD was 0.14 (SE=0.02). Significant genetic correlations were estimated for PPD with MDD, bipolar disorder, anxiety disorders, posttraumatic stress disorder, insomnia, age at menarche, and polycystic ovary syndrome. Cell-type enrichment analyses implicate inhibitory neurons in the thalamus and cholinergic neurons within septal nuclei of the hypothalamus, a pattern that differs from MDD. CONCLUSIONS: While more samples are needed to reach genome-wide levels of significance, the results presented confirm PPD as a polygenic and heritable phenotype. There is also evidence that despite a high correlation with MDD, PPD may have unique genetic components. Cell enrichment results suggest GABAergic neurons, which converge on a common mechanism with the only medication approved by the U.S. Food and Drug Administration for PPD (brexanolone).


Asunto(s)
Trastorno Bipolar , Depresión Posparto , Trastorno Depresivo Mayor , Femenino , Humanos , Animales , Ratones , Trastorno Depresivo Mayor/genética , Estudio de Asociación del Genoma Completo , Depresión Posparto/genética , Predisposición Genética a la Enfermedad , Trastorno Bipolar/genética , Polimorfismo de Nucleótido Simple/genética
7.
J Cancer Surviv ; 2023 Jun 06.
Artículo en Inglés | MEDLINE | ID: mdl-37278872

RESUMEN

PURPOSE: Sexuality, a substantial factor in quality of life, may be altered after breast cancer (BC) treatments as they intimately afflict femininity. This study aimed to assess the prevalence of sexual dysfunction in women with a history of BC and to compare it with women without a BC history. METHODS: The French general epidemiological cohort CONSTANCES includes more than 200,000 adults. All inclusion questionnaires from CONSTANCES non-virgin adult female participants were analyzed. Women reporting a history of BC were compared to controls in univariate analysis. Multivariate analysis was performed to highlight any demographic risk factor for sexual dysfunction. RESULTS: Among the 2,680 participants who had a history of BC, 34% did not engage in sexual intercourse (SI) in the month preceding the completion of the questionnaire (n = 911), 34% had pain during SI (n = 901) and 30% were not satisfied with their sex life (n = 803). Sexual dysfunction was significantly more frequent in women who had a history of BC: they had less sexual interest (OR 1.79 [1.65;1.94], p < 0.001), experienced more pain during SI (OR 1.10 [1.02;1.19], p < 0.001) and were more dissatisfied with their sex life (OR 1.58 [1.47;1.71], p < 0.001). This stayed true after adjustment on multiple demographic factors such as age, menopausal status, body mass index and depression. CONCLUSIONS: Overall, in this real-life study in a large national cohort, history of BC appeared to be a risk factor for sexual disorders. IMPLICATIONS FOR CANCER SURVIVORS: Efforts to detect sexual disorders in BC survivors and offer quality support must be pursued.

8.
BMC Med Educ ; 22(1): 861, 2022 Dec 13.
Artículo en Inglés | MEDLINE | ID: mdl-36514011

RESUMEN

BACKGROUND: Objective structured clinical examinations (OSCEs) are known to be a fair evaluation method. These recent years, the use of online OSCEs (eOSCEs) has spread. This study aimed to compare remote versus live evaluation and assess the factors associated with score variability during eOSCEs. METHODS: We conducted large-scale eOSCEs at the medical school of the Université de Paris Cité in June 2021 and recorded all the students' performances, allowing a second evaluation. To assess the agreement in our context of multiple raters and students, we fitted a linear mixed model with student and rater as random effects and the score as an explained variable. RESULTS: One hundred seventy observations were analyzed for the first station after quality control. We retained 192 and 110 observations for the statistical analysis of the two other stations. The median score and interquartile range were 60 out of 100 (IQR 50-70), 60 out of 100 (IQR 54-70), and 53 out of 100 (IQR 45-62) for the three stations. The score variance proportions explained by the rater (ICC rater) were 23.0, 16.8, and 32.8%, respectively. Of the 31 raters, 18 (58%) were male. Scores did not differ significantly according to the gender of the rater (p = 0.96, 0.10, and 0.26, respectively). The two evaluations showed no systematic difference in scores (p = 0.92, 0.053, and 0.38, respectively). CONCLUSION: Our study suggests that remote evaluation is as reliable as live evaluation for eOSCEs.


Asunto(s)
Competencia Clínica , Evaluación Educacional , Masculino , Humanos , Femenino , Evaluación Educacional/métodos , Facultades de Medicina , Estudiantes , Reproducibilidad de los Resultados
9.
CPT Pharmacometrics Syst Pharmacol ; 11(11): 1472-1484, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-36201150

RESUMEN

Joint models of longitudinal process and time-to-event data have recently gained attention, notably to provide individualized dynamic predictions. In the presence of competing risks, models published mostly involve cause-specific hazard functions jointly estimated with a linear or generalized linear model. Here we propose to extend the modeling to full parametric joint estimation of a nonlinear mixed-effects model and a subdistribution hazard model. We apply this approach on 6046 patients admitted in intensive care unit (ICU) for sepsis with daily Sequential Organ Failure Assessment (SOFA) score measurements. The joint model is built on a randomly selected training set of two thirds of patients and links the current predicted SOFA measurement to the instantaneous risks of ICU death and discharge from ICU, both adjusted on the patient age. Stochastic Approximation Expectation Maximization algorithm in Monolix is used for estimation. SOFA evolution is significantly associated with both risks: 0.37, 95% confidence interval (CI) = [0.35, 0.39] for the risk of death and -0.38, 95% CI = [-0.39, -0.36] for the risk of discharge. A simulation study, inspired from the real data, shows the good estimation properties of the parameters. We assess on the validation set the added value of modeling the longitudinal SOFA follow-up for the prediction of death compared with a model that includes only SOFA at baseline. Time-dependent receiver operating characteristic area under the curve and Brier scores show that when enough longitudinal individual information is available, joint modeling provides better predictions. The methodology can easily be applied to other clinical applications because of the general form of the model.


Asunto(s)
Puntuaciones en la Disfunción de Órganos , Sepsis , Humanos , Pronóstico , Estudios Retrospectivos , Unidades de Cuidados Intensivos , Sepsis/diagnóstico
10.
Crit Care ; 26(1): 208, 2022 07 08.
Artículo en Inglés | MEDLINE | ID: mdl-35804453

RESUMEN

BACKGROUND: During the COVID-19 pandemic, many more patients were turned prone than before, resulting in a considerable increase in workload. Whether extending duration of prone position may be beneficial has received little attention. We report here benefits and detriments of a strategy of extended prone positioning duration for COVID-19-related acute respiratory distress syndrome (ARDS). METHODS: A eetrospective, monocentric, study was performed on intensive care unit patients with COVID-19-related ARDS who required tracheal intubation and who have been treated with at least one session of prone position of duration greater or equal to 24 h. When prone positioning sessions were initiated, patients were kept prone for a period that covered two nights. Data regarding the incidence of pressure injury and ventilation parameters were collected retrospectively on medical and nurse files of charts. The primary outcome was the occurrence of pressure injury of stage ≥ II during the ICU stay. RESULTS: For the 81 patients included, the median duration of prone positioning sessions was 39 h [interquartile range (IQR) 34-42]. The cumulated incidence of stage ≥ II pressure injuries was 26% [95% CI 17-37] and 2.5% [95% CI 0.3-8.8] for stages III/IV pressure injuries. Patients were submitted to a median of 2 sessions [IQR 1-4] and for 213 (94%) prone positioning sessions, patients were turned over to supine position during daytime, i.e., between 9 AM and 6 PM. This increased duration was associated with additional increase in oxygenation after 16 h with the PaO2/FiO2 ratio increasing from 150 mmHg [IQR 121-196] at H+ 16 to 162 mmHg [IQR 124-221] before being turned back to supine (p = 0.017). CONCLUSION: In patients with extended duration of prone position up to 39 h, cumulative incidence for stage ≥ II pressure injuries was 26%, with 25%, 2.5%, and 0% for stage II, III, and IV, respectively. Oxygenation continued to increase significantly beyond the standard 16-h duration. Our results may have significant impact on intensive care unit staffing and patients' respiratory conditions. TRIAL REGISTRATION: Institutional review board 00006477 of HUPNVS, Université Paris Cité, APHP, with the reference: CER-2021-102, obtained on October 11th 2021. Registered at Clinicaltrials (NCT05124197).


Asunto(s)
COVID-19 , Síndrome de Dificultad Respiratoria , Humanos , Pandemias , Posición Prona , Intercambio Gaseoso Pulmonar , Respiración Artificial/efectos adversos , Síndrome de Dificultad Respiratoria/terapia , Estudios Retrospectivos , Posición Supina
11.
Surgery ; 172(1): 205-211, 2022 07.
Artículo en Inglés | MEDLINE | ID: mdl-35140033

RESUMEN

BACKGROUND: Preoperative biliary stenting before pancreatoduodenectomy is associated with a greater risk of bacteribilia and thus could lead to more frequent and severe surgical site infections. We hypothesized that an extended antibiotic prophylaxis could reduce the risk of surgical site infections for these high-risk patients compared with standard antibiotic prophylaxis. METHODS: All consecutive patients who underwent pancreatoduodenectomy between January 1, 2010 and December 31, 2016 were included in a tricentric retrospective cohort and classified according to the risk of surgical site infections (high or low) and the type of antibiotic prophylaxis (standard or extended). Extended antibiotic prophylaxis was defined by the use of high-rank ß-lactams >2 days after surgery. Standard antibiotic prophylaxis concerned all single dose of low-rank ß-lactams antibiotic prophylaxis. The primary outcome was postoperative surgical site infections. RESULTS: Three hundred and eight patients were included; 146 (47%) were high-risk patients, and 81 (55%) received extended antibiotic prophylaxis, mostly composed of piperacilline-tazobactam and gentamicin. There were significantly fewer surgical site infections in high-risk patients receiving extended antibiotic prophylaxis versus standard antibiotic prophylaxis (odds ratio = 0.4; 95% confidence interval, 0.2-0.8; P = .011), even after adjusting on age, sex, and duration of the surgical procedure (adjusted odds ratio = 0.3; 95% confidence interval, 0.1-0.7; P = .0071). There was no statistical difference in 28-day mortality (P = .32) or 90-day mortality (P = .13). Microorganisms identified in bile culture were more often sensitive to antibiotic prophylaxis in high-risk extended antibiotic prophylaxis group than in high-risk standard antibiotic prophylaxis group (64% versus 38%; P = .01). CONCLUSION: Extended antibiotic prophylaxis is associated with a reduced risk of surgical site infections for high-risk patients with no significant reduction on 28-day mortality. Additional studies are required to determine the optimal duration of extended antibiotic prophylaxis for these patients.


Asunto(s)
Profilaxis Antibiótica , Infección de la Herida Quirúrgica , Antibacterianos/uso terapéutico , Profilaxis Antibiótica/métodos , Humanos , Pancreaticoduodenectomía/efectos adversos , Estudios Retrospectivos , Infección de la Herida Quirúrgica/epidemiología , Infección de la Herida Quirúrgica/etiología , Infección de la Herida Quirúrgica/prevención & control , beta-Lactamas
12.
J Clin Psychiatry ; 82(5)2021 09 07.
Artículo en Inglés | MEDLINE | ID: mdl-34496464

RESUMEN

Background: Childhood trauma (CT) is associated with an increased risk of major depressive disorder, but little is known about the impact of CT on depression during pregnancy and the early and late postpartum period. The present study assesses whether CT is associated with perinatal depression, considering different types of CT.Methods: This study used data from the Interaction of Gene and Environment of Depression in PostPartum (IGEDEPP), a French multicenter prospective cohort study, including 3,252 women who completed the Childhood Trauma Questionnaire at the maternity department between November 2011 and June 2016. Depression during pregnancy was assessed retrospectively at the maternity department using DSM-5 criteria. Early- and late-onset postpartum depression were assessed at 2 months and 1 year postpartum, respectively.Results: Among the 3,252 women, 298 (9.2%) reported at least 1 CT. Women with CT had a higher risk of depression (OR = 2.2; 95% CI, 1.7-2.7), anxiety (OR = 2.3; 95% CI, 1.7-3.0), and suicide attempts (OR = 5.4; 95% CI, 3.5-8.4) than women without CT. Perinatal depression was more frequent in women with CT than in women without CT, after adjustment for sociodemographic characteristics and personal history of major depressive episode and consideration of the timing of onset (pregnancy, early or late postpartum) (P < .001). There was a dose effect between the number of CT types and the risk of perinatal depression.Conclusions: These results show that CT is associated with a depressive episode during adulthood, specifically in the perinatal period. These findings may lead to special prenatal care for women abused or neglected during childhood, to better screen and treat perinatal depression.Trial registration: ClinicalTrials.gov identifier: NCT01648816.


Asunto(s)
Adultos Sobrevivientes de Eventos Adversos Infantiles/psicología , Depresión Posparto/etiología , Complicaciones del Embarazo/psicología , Adulto , Ansiedad/etiología , Femenino , Humanos , Embarazo , Complicaciones del Embarazo/etiología , Estudios Prospectivos , Factores de Riesgo , Intento de Suicidio/psicología , Adulto Joven
13.
J Antimicrob Chemother ; 76(Supplement_3): iii20-iii27, 2021 Sep 23.
Artículo en Inglés | MEDLINE | ID: mdl-34555158

RESUMEN

BACKGROUND: Virus-associated respiratory infections are in the spotlight with the emergence of SARS-CoV-2 and the expanding use of multiplex PCR (mPCR). The impact of molecular testing as a point-of-care test (POCT) in the emergency department (ED) is still unclear. OBJECTIVES: To compare the impact of a syndromic test performed in the ED as a POCT and in the central laboratory on length of stay (LOS), antibiotic use and single-room assignment. METHODS: From 19 November 2019 to 9 March 2020, adults with acute respiratory illness seeking care in the ED of a large hospital were enrolled, with mPCR performed with a weekly alternation in the ED as a POCT (week A) or in the central laboratory (week B). RESULTS: 474 patients were analysed: 275 during A weeks and 199 during B weeks. Patient characteristics were similar. The hospital LOS (median 7 days during week A versus 7 days during week B, P = 0.29), the proportion of patients with ED-LOS <1 day (63% versus 60%, P = 0.57) and ED antibiotic prescription (59% versus 58%, P = 0.92) were not significantly different. Patients in the POCT arm were more frequently assigned a single room when having a positive PCR for influenza, respiratory syncytial virus and metapneumovirus [52/70 (74%) versus 19/38 (50%) in the central testing arm, P = 0.012]. CONCLUSIONS: Syndromic testing performed in the ED compared with the central laboratory failed to reduce the LOS or antibiotic consumption in patients with acute respiratory illness, but was associated with an increased single-room assignment among patients in whom a significant respiratory pathogen was detected.


Asunto(s)
COVID-19 , Sistemas de Atención de Punto , Adulto , Servicio de Urgencia en Hospital , Humanos , Tiempo de Internación , Pruebas en el Punto de Atención , SARS-CoV-2
14.
Sci Rep ; 11(1): 19015, 2021 09 24.
Artículo en Inglés | MEDLINE | ID: mdl-34561511

RESUMEN

Population stratification is a confounder of genetic association studies. In analyses of rare variants, corrections based on principal components (PCs) and linear mixed models (LMMs) yield conflicting conclusions. Studies evaluating these approaches generally focused on limited types of structure and large sample sizes. We investigated the properties of several correction methods through a large simulation study using real exome data, and several within- and between-continent stratification scenarios. We considered different sample sizes, with situations including as few as 50 cases, to account for the analysis of rare disorders. Large samples showed that accounting for stratification was more difficult with a continental than with a worldwide structure. When considering a sample of 50 cases, an inflation of type-I-errors was observed with PCs for small numbers of controls (≤ 100), and with LMMs for large numbers of controls (≥ 1000). We also tested a novel local permutation method (LocPerm), which maintained a correct type-I-error in all situations. Powers were equivalent for all approaches pointing out that the key issue is to properly control type-I-errors. Finally, we found that power of analyses including small numbers of cases can be increased, by adding a large panel of external controls, provided an appropriate stratification correction was used.


Asunto(s)
Estudios de Asociación Genética/métodos , Variación Genética/genética , Genética de Población , Simulación por Computador , Exoma/genética , Estudio de Asociación del Genoma Completo , Humanos , Modelos Lineales , Análisis de Componente Principal , Enfermedades Raras/genética , Tamaño de la Muestra
15.
Aliment Pharmacol Ther ; 54(7): 952-966, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34398492

RESUMEN

BACKGROUND: One of the unmet needs in patients with type 2 diabetes mellitus (T2DM) is the prediction of non-alcoholic liver disease by non-invasive blood tests, for each of the three main histological features, fibrosis, non-alcoholic steatohepatitis (NASH) and steatosis. AIMS: To validate externally the performances of a recent panel, Nash-FibroTest, for the assessment of the severity of fibrosis stages, NASH grades and steatosis grades. METHODS: We prospectively analysed 272 patients with T2DM. Standard definitions of stages and grades were used, and analyses were centralised and blinded. The performances of the FibroTest, NashTest-2 and SteatoTest-2 were assessed using the Obuchowski measure (OM), the main outcome recommended as a summary measure of accuracy includeing all pairwise stages and grades comparisons, which is not provided par the extensively used binary area under the ROC curve. RESULTS: The diagnostic performance of each component of the panel was significant. OM (SE; significance) of the FibroTest, the NashTest-2 and the SteatoTest-2 was 0.862 (0.012; P < 0.001), 0.827 (0.015; P < 0.001) and 0.794 (0.020; P < 0.01), respectively. For ballooning and lobular inflammation, OM was 0.794 (0.021; P < 0.001) and 0.821 (0.017; P < 0.001), respectively. In a post hoc analysis the FibroTest outperformed VCTE by 4.1% (2.5-6.5; P < 0.001) for reliability, with a non-significant difference for OM for fibrosis staging, 0.859 (0.012) for FibroTest vs 0.870 (0.009) for VCTE. CONCLUSIONS: From a single blood sample, the panel provides non-invasive diagnosis of the stages of fibrosis, and the grades of NASH and steatosis in patients with T2DM. TRIAL REGISTRATION NUMBER: NCT03634098.


Asunto(s)
Diabetes Mellitus Tipo 2 , Enfermedad del Hígado Graso no Alcohólico , Biopsia , Diabetes Mellitus Tipo 2/complicaciones , Diabetes Mellitus Tipo 2/diagnóstico , Diabetes Mellitus Tipo 2/patología , Humanos , Hígado/patología , Cirrosis Hepática/diagnóstico , Cirrosis Hepática/patología , Enfermedad del Hígado Graso no Alcohólico/diagnóstico , Enfermedad del Hígado Graso no Alcohólico/patología , Estudios Prospectivos , Reproducibilidad de los Resultados
16.
Genet Epidemiol ; 45(8): 821-829, 2021 12.
Artículo en Inglés | MEDLINE | ID: mdl-34402542

RESUMEN

Many methods for rare variant association studies require permutations to assess the significance of tests. Standard permutations assume that all individuals are exchangeable and do not take population stratification (PS), a known confounding factor in genetic studies, into account. We propose a novel strategy, LocPerm, in which individual phenotypes are permuted only with their closest ancestry-based neighbors. We performed a simulation study, focusing on small samples, to evaluate and compare LocPerm with standard permutations and classical adjustment on first principal components. Under the null hypothesis, LocPerm was the only method providing an acceptable type I error, regardless of sample size and level of stratification. The power of LocPerm was similar to that of standard permutation in the absence of PS, and remained stable in different PS scenarios. We conclude that LocPerm is a method of choice for taking PS and/or small sample size into account in rare variant association studies.


Asunto(s)
Genética de Población , Modelos Genéticos , Simulación por Computador , Estudios de Asociación Genética , Humanos , Tamaño de la Muestra
17.
Microb Genom ; 7(7)2021 07.
Artículo en Inglés | MEDLINE | ID: mdl-34279212

RESUMEN

Travel to tropical regions is associated with high risk of acquiring extended-spectrum beta-lactamase-producing Enterobacterales (ESBL-E) that are typically cleared in less than 3 months following return. The conditions leading to persistent carriage that exceeds 3 months in some travellers require investigation. Whole-genome sequencing (Illumina MiSeq) was performed on the 82 ESBL-E isolates detected upon return and 1, 2, 3, 6 and 12 months later from the stools of 11 long-term (>3 months) ESBL-E carriers following travel abroad. One to five different ESBL Escherichia coli strains were detected per traveller upon return, and this diminished to one after 3 months. Long-term carriage was due to the presence of the same ESBL E. coli strain, for more than 3 months, in 9 out of 11 travellers, belonging to epidemic sequence type complexes (STc 10, 14, 38, 69, 131 and 648). The mean carriage duration of strains belonging to phylogroups B2/D/F, associated with extra-intestinal virulence, was higher than that for commensal-associated A/B1/E phylogroups (3.5 vs 0.5 months, P=0.021). Genes encoding iron capture systems (fyuA, irp), toxins (senB, sat), adhesins (flu, daaF, afa/nfaE, pap, ecpA) and colicin (cjrA) were more often present in persistent strains than in transient ones. Single-nucleotide polymorphism (SNP) analysis in persistent strains showed a maximum divergence of eight SNPs over 12 months without signs of adaptation. Genomic plasticity was observed during the follow-up with the loss or gain of mobile genetic elements such as plasmids, integrons and/or transposons that may contain resistance genes at different points in the follow-up. Long-term colonization of ESBL-E following travel is primarily due to the acquisition of E. coli strains belonging to epidemic clones and harbouring 'virulence genes', allowing good adaptation to the intestinal microbiota.


Asunto(s)
Portador Sano/epidemiología , Farmacorresistencia Bacteriana Múltiple/genética , Escherichia coli/efectos de los fármacos , Escherichia coli/genética , Viaje , beta-Lactamasas/genética , Escherichia coli/clasificación , Escherichia coli/patogenicidad , Microbioma Gastrointestinal/genética , Genoma Bacteriano/genética , Secuenciación de Nucleótidos de Alto Rendimiento , Humanos , Secuencias Repetitivas Esparcidas/genética , Polimorfismo de Nucleótido Simple/genética , Secuenciación Completa del Genoma
19.
J Psychiatr Res ; 138: 366-374, 2021 06.
Artículo en Inglés | MEDLINE | ID: mdl-33932643

RESUMEN

BACKGROUND: IGEDEPP (Interaction of Gene and Environment of Depression during PostPartum) is a prospective multicenter cohort study of 3310 Caucasian women who gave birth between 2011 and 2016, with follow-up until one year postpartum. The aim of the current study is to describe the cohort and estimate the prevalence and cumulative incidence of early and late-onset postpartum depression (PPD). METHODS: Socio-demographic data, personal and family psychiatric history, as well as stressful life events during childhood and pregnancy were evaluated at baseline. Early and late-onset PPD were assessed at 8 weeks and 1 year postpartum respectively, using DSM-5 criteria. RESULTS: The prevalence of early-onset PPD was 8.3% (95%CI 7.3-9.3), and late PPD 12.9% (95%CI 11.5-14.2), resulting in an 8-week cumulative incidence of 8.5% (95%CI 7.4-9.6) and a one-year cumulative incidence of PPD of 18.1% (95%CI: 17.1-19.2). Nearly half of the cohort (N = 1571, 47.5%) had a history of at least one psychiatric or addictive disorder, primarily depressive disorder (35%). Almost 300 women in the cohort (9.0%) reported childhood trauma. During pregnancy, 47.7% women experienced a stressful event, 30.2% in the first 8 weeks and 43.9% between 8 weeks and one year postpartum. Nearly one in five women reported at least one stressful postpartum event at 8 weeks. CONCLUSION: Incident depressive episodes affected nearly one in five women during the first year postpartum. Most women had stressful perinatal events. Further IGEDEPP studies will aim to disentangle the impact of childhood and pregnancy-related stressful events on postpartum mental disorders.


Asunto(s)
Depresión Posparto , Estudios de Cohortes , Depresión Posparto/epidemiología , Femenino , Humanos , Incidencia , Masculino , Periodo Posparto , Embarazo , Prevalencia , Estudios Prospectivos , Factores de Riesgo
20.
JMIR Mhealth Uhealth ; 9(4): e22487, 2021 04 30.
Artículo en Inglés | MEDLINE | ID: mdl-33929337

RESUMEN

BACKGROUND: Smart scales are increasingly used at home by patients to monitor their body weight and body composition, but scale accuracy has not often been documented. OBJECTIVE: The goal of the research was to determine the accuracy of 3 commercially available smart scales for weight and body composition compared with dual x-ray absorptiometry (DEXA) as the gold standard. METHODS: We designed a cross-sectional study in consecutive patients evaluated for DEXA in a physiology unit in a tertiary hospital in France. There were no exclusion criteria except patient declining to participate. Patients were weighed with one smart scale immediately after DEXA. Three scales were compared (scale 1: Body Partner [Téfal], scale 2: DietPack [Terraillon], and scale 3: Body Cardio [Nokia Withings]). We determined absolute error between the gold standard values obtained from DEXA and the smart scales for body mass, fat mass, and lean mass. RESULTS: The sample for analysis included 53, 52, and 48 patients for each of the 3 tested smart scales, respectively. The median absolute error for body weight was 0.3 kg (interquartile range [IQR] -0.1, 0.7), 0 kg (IQR -0.4, 0.3), and 0.25 kg (IQR -0.10, 0.52), respectively. For fat mass, absolute errors were -2.2 kg (IQR -5.8, 1.3), -4.4 kg (IQR -6.6, 0), and -3.7 kg (IQR -8.0, 0.28), respectively. For muscular mass, absolute errors were -2.2 kg (IQR -5.8, 1.3), -4.4 kg (IQR -6.6, 0), and -3.65 kg (IQR -8.03, 0.28), respectively. Factors associated with fat mass measurement error were weight for scales 1 and 2 (P=.03 and P<.001, respectively), BMI for scales 1 and 2 (P=.034 and P<.001, respectively), body fat for scale 1 (P<.001), and muscular and bone mass for scale 2 (P<.001 for both). Factors associated with muscular mass error were weight and BMI for scale 1 (P<.001 and P=.004, respectively), body fat for scales 1 and 2 (P<.001 for both), and muscular and bone mass for scale 2 (P<.001 and P=.002, respectively). CONCLUSIONS: Smart scales are not accurate for body composition and should not replace DEXA in patient care. TRIAL REGISTRATION: ClinicalTrials.gov NCT03803098; https://clinicaltrials.gov/ct2/show/NCT03803098.


Asunto(s)
Composición Corporal , Absorciometría de Fotón , Peso Corporal , Estudios Transversales , Francia , Humanos
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