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1.
Artículo en Inglés | MEDLINE | ID: mdl-38820270

RESUMEN

RATIONALE: Pulmonary arterial hypertension (PAH) and chronic thromboembolic pulmonary hypertension (CTEPH) cause right ventricular dysfunction which can impact other solid organs. However, the profiles and consequences of hepatic injury due to PAH and CTEPH have not been well-studied. OBJECTIVES: We aimed to identify underlying patterns of liver injury in a cohort of PAH and CTEPH patients enrolled in 15 randomized clinical trials conducted between 1998 and 2014. METHODS: We used unsupervised machine learning to identify liver injury clusters in 13 trials and validated the findings in two additional trials. We then determined whether these liver injury clusters were associated with clinical outcomes or treatment effect heterogeneity. MEASUREMENTS AND MAIN RESULTS: Our training dataset included 4,219 patients and our validation dataset included 1,756 patients with serum total bilirubin, alkaline phosphatase, aspartate aminotransferase, alanine aminotransferase, and albumin data. Using k-means clustering, we identified phenotypes with no liver injury, hepatocellular injury, cholestatic injury, and combined injury patterns. Patients in the cholestatic injury liver cluster had the shortest time to clinical worsening and the highest risk of mortality. The cholestatic injury group also experienced the greatest placebo-corrected treatment effect on six-minute walk distance. Randomization to the experimental arm transitioned patients to a healthier liver status. CONCLUSIONS: Liver injury was associated with adverse outcomes in patients with PAH and CTEPH. Randomization to active treatment had beneficial effects on liver health compared to placebo. The role of liver disease (often subclinical) in determining outcomes warrants prospective studies.

2.
Eur Heart J ; 45(21): 1937-1952, 2024 Jun 01.
Artículo en Inglés | MEDLINE | ID: mdl-38416633

RESUMEN

BACKGROUND AND AIMS: Effective therapies that target three main signalling pathways are approved to treat pulmonary arterial hypertension (PAH). However, there are few large patient-level studies that compare the effectiveness of these pathways. The aim of this analysis was to compare the effectiveness of the treatment pathways in PAH and to assess treatment heterogeneity. METHODS: A network meta-analysis was performed using individual participant data of 6811 PAH patients from 20 Phase III randomized clinical trials of therapy for PAH that were submitted to the US Food and Drug Administration. Individual drugs were grouped by the following treatment pathways: endothelin, nitric oxide, and prostacyclin pathways. RESULTS: The mean (±standard deviation) age of the sample was 49.2 (±15.4) years; 78.4% were female, 59.7% had idiopathic PAH, and 36.5% were on background PAH therapy. After covariate adjustment, targeting the endothelin + nitric oxide pathway {ß: 43.7 m [95% confidence interval (CI): 32.9, 54.4]}, nitric oxide pathway [ß: 29.4 m (95% CI: 22.6, 36.3)], endothelin pathway [ß: 25.3 m (95% CI: 19.8, 30.8)], and prostacyclin pathway [oral/inhaled ß: 19.1 m (95% CI: 14.2, 24.0), intravenous/subcutaneous ß: 24.4 m (95% CI: 15.1, 33.7)] significantly increased 6 min walk distance at 12 or 16 weeks compared with placebo. Treatments also significantly reduced the likelihood of having clinical worsening events. There was significant heterogeneity of treatment effects by age, body mass index, hypertension, diabetes, and coronary artery disease. CONCLUSIONS: Drugs targeting the three traditional treatment pathways significantly improve outcomes in PAH, with significant treatment heterogeneity in patients with some comorbidities. Randomized clinical trials are warranted to identify the most effective treatment strategies in a personalized approach.


Asunto(s)
Antihipertensivos , Humanos , Antihipertensivos/uso terapéutico , Femenino , Persona de Mediana Edad , Epoprostenol/uso terapéutico , Metaanálisis en Red , Ensayos Clínicos Controlados Aleatorios como Asunto , Óxido Nítrico/metabolismo , Masculino , Hipertensión Arterial Pulmonar/tratamiento farmacológico , Ensayos Clínicos Fase III como Asunto , Endotelinas/metabolismo , Hipertensión Pulmonar/tratamiento farmacológico , Resultado del Tratamiento
3.
Am J Respir Crit Care Med ; 207(8): 1070-1079, 2023 04 15.
Artículo en Inglés | MEDLINE | ID: mdl-36629737

RESUMEN

Rationale: The 6-minute-walk distance (6MWD) is an important clinical and research metric in pulmonary arterial hypertension (PAH); however, there is no consensus about what minimal change in 6MWD is clinically significant. Objectives: We aimed to determine the minimal clinically important difference in the 6MWD. Methods: We performed a meta-analysis using individual participant data from eight randomized clinical trials of therapy for PAH submitted to the U.S. Food and Drug Administration to derive minimal clinically important differences in the 6MWD. The estimates were externally validated using the Pulmonary Hypertension Association Registry. We anchored the change in 6MWD to the change in the Medical Outcomes Survey Short Form physical component score. Measurements and Main Results: The derivation (clinical trial) and validation (Pulmonary Hypertension Association Registry) samples were comprised of 2,404 and 537 adult patients with PAH, respectively. The mean ± standard deviation age of the derivation sample was 50.5 ± 15.2 years, and 1,849 (77%) were female, similar to the validation sample. The minimal clinically important difference in the derivation sample was 33 meters (95% confidence interval, 27-38), which was almost identical to that in the validation sample (36 m [95% confidence interval, 29-43]). The minimal clinically important difference did not differ by age, sex, race, pulmonary hypertension etiology, body mass index, use of background therapy, or World Health Organization functional class. Conclusions: We estimated a 6MWD minimal clinically important difference of approximately 33 meters for adults with PAH. Our findings can be applied to the design of clinical trials of therapies for PAH.


Asunto(s)
Hipertensión Pulmonar , Hipertensión Arterial Pulmonar , Adulto , Humanos , Femenino , Persona de Mediana Edad , Anciano , Masculino , Hipertensión Pulmonar/etiología , Hipertensión Arterial Pulmonar/complicaciones , Diferencia Mínima Clínicamente Importante , Hipertensión Pulmonar Primaria Familiar/complicaciones , Caminata
4.
Eur Respir J ; 62(1)2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-37169384

RESUMEN

BACKGROUND: It is currently unknown if disease severity modifies response to therapy in pulmonary arterial hypertension (PAH). We aimed to explore if disease severity, as defined by established risk-prediction algorithms, modified response to therapy in randomised clinical trials in PAH. METHODS: We performed a meta-analysis using individual participant data from 18 randomised clinical trials of therapy for PAH submitted to the United States Food and Drug Administration to determine if predicted risk of 1-year mortality at randomisation modified the treatment effect on three outcomes: change in 6-min walk distance (6MWD), clinical worsening at 12 weeks and time to clinical worsening. RESULTS: Of 6561 patients with a baseline US Registry to Evaluate Early and Long-Term PAH Disease Management (REVEAL 2.0) score, we found that individuals with higher baseline risk had higher probabilities of clinical worsening but no difference in change in 6MWD. We detected a significant interaction of REVEAL 2.0 risk and treatment assignment on change in 6MWD. For every 3-point increase in REVEAL 2.0 score, there was a 12.49 m (95% CI 5.86-19.12 m; p=0.001) greater treatment effect in change in 6MWD. We did not detect a significant risk by treatment interaction on clinical worsening with most of the risk-prediction algorithms. CONCLUSIONS: We found that predicted risk of 1-year mortality in PAH modified treatment effect as measured by 6MWD, but not clinical worsening. Our findings highlight the importance of identifying sources of treatment heterogeneity by predicted risk to tailor studies to patients most likely to have the greatest treatment response.


Asunto(s)
Hipertensión Pulmonar , Hipertensión Arterial Pulmonar , Humanos , Hipertensión Arterial Pulmonar/tratamiento farmacológico , Hipertensión Pulmonar Primaria Familiar/tratamiento farmacológico , Resultado del Tratamiento , Antihipertensivos/uso terapéutico
5.
Neurourol Urodyn ; 40(3): 810-818, 2021 03.
Artículo en Inglés | MEDLINE | ID: mdl-33604963

RESUMEN

OBJECTIVE: To use the phenotyping data from the MAPP-II Symptom Patterns Study (SPS) to compare the systemic features between urologic chronic pelvic pain syndrome (UCPPS) with Hunner lesion (HL) versus those without HL. METHODS: We performed chart review on 385 women and 193 men with UCPPS who enrolled in the MAPP-II SPS. 223 had cystoscopy and documentation of HL status. Among them, 12.5% had HL and 87.5% did not. RESULTS: UCPPS participants with HL were older, had increased nocturia, higher Interstitial Cystitis Symptom and Problem Indexes, and were more likely to report "painful urgency" compared with those without HL. On the other hand, UCPPS without HL reported more intense nonurologic pain, greater distribution of pain outside the pelvis, greater numbers of comorbid chronic overlapping pain conditions, higher fibromyalgia-like symptoms, and greater pain centralization, and were more likely to have migraine headache than those with HL. UCPPS without HL also had higher anxiety, perceived stress, and pain catastrophizing than those with HL. There were no differences in sex distribution, UCPPS symptom duration, intensity of urologic pain, distribution of genital pain, pelvic floor tenderness on pelvic examination, quality of life, depression, pain characteristics (nociceptive pain vs. neuropathic pain), mechanical hypersensitivity in the suprapubic area during quantitative sensory testing, and 3-year longitudinal pain outcome and urinary outcome between the two groups. CONCLUSIONS: UCPPS with HL displayed more bladder-centric symptom profiles, while UCPPS without HL displayed symptoms suggesting a more systemic pain syndrome. The MAPP-II SPS phenotyping data showed that Hunner lesion is a distinct phenotype from non-Hunner lesion.


Asunto(s)
Dolor Crónico/genética , Dolor Pélvico/genética , Anciano , Femenino , Humanos , Masculino , Persona de Mediana Edad , Fenotipo
7.
J Ultrasound Med ; 35(9): 2029-37, 2016 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-27562975

RESUMEN

Fetal adrenal gland volumes on 3-dimensional sonography have been studied as potential predictors of preterm birth. However, no consistent methodology has been published. This article describes the methodology used in a study that is evaluating the effects of maternal early life stress on fetal adrenal growth to allow other researchers to compare methodologies across studies. Fetal volumetric data were obtained in 36 women at 20 to 22 and 28 to 30 weeks' gestation. Two independent examiners measured multiple images of a single fetal adrenal gland from each sonogram. Intra- and inter-rater consistency was examined. In addition, fetal adrenal volumes between male and female fetuses were reported. The intra- and inter-rater reliability was satisfactory when the mean of 3 measurements from each rater was used. At 20 weeks' gestation, male fetuses had larger average adjusted adrenal volumes than female fetuses (mean, 0.897 versus 0.638; P = .004). At 28 weeks' gestation, the fetal weight was more influential in determining values for adjusted fetal adrenal volume (0.672 for male fetuses versus 0.526 for female fetuses; P = .034). This article presents a methodology for assessing fetal adrenal volume using 3-dimensional sonography that can be used by other researchers to provide more consistency across studies.


Asunto(s)
Glándulas Suprarrenales/anatomía & histología , Glándulas Suprarrenales/diagnóstico por imagen , Imagenología Tridimensional , Nacimiento Prematuro/diagnóstico , Estrés Psicológico , Ultrasonografía Prenatal , Adulto , Niño , Femenino , Humanos , Masculino , Variaciones Dependientes del Observador , Tamaño de los Órganos , Embarazo , Reproducibilidad de los Resultados , Factores Sexuales , Adulto Joven
8.
J Reprod Med ; 59(7-8): 379-84, 2014.
Artículo en Inglés | MEDLINE | ID: mdl-25098028

RESUMEN

OBJECTIVE: Women with prior ectopic pregnancy (EP) have an increased failure rate when treated with single-dose methotrexate (MTX) for subsequent EP. We sought to determine whether previous EP remained a risk factor for failure when using the two-dose MTX protocol. STUDY DESIGN: Retrospective cohort study of women managed with two-dose MTX. Risk factors for MTX failure were evaluated in univariable analysis and multivariable regression modeling. RESULTS: A total of 234 women with EP between 1999 and 2009 were studied. Of those, 37 (15.8%) had a prior EP. In univariable analysis, prior EP was associated with a greater than twofold increased risk of MTX failure (RR 2.67, 95% CI 1.20-3.77). Higher hCG levels and ultrasound visualization of EP also increased the risk of MTX failure. In multivariable analysis hCG level remained associated with MTX failure, while prior EP did not (adjusted RR 0.97, 95% CI 0.33-2.82). CONCLUSION: Prior EP is not independently associated with MTX failure in women receiving two-dose MTX therapy after controlling for known risk factors.


Asunto(s)
Abortivos no Esteroideos/administración & dosificación , Metotrexato/administración & dosificación , Embarazo Ectópico/tratamiento farmacológico , Adulto , Gonadotropina Coriónica/análisis , Estudios de Cohortes , Relación Dosis-Respuesta a Droga , Femenino , Humanos , Análisis Multivariante , Embarazo , Embarazo Ectópico/diagnóstico por imagen , Recurrencia , Estudios Retrospectivos , Medición de Riesgo , Factores de Riesgo , Insuficiencia del Tratamiento , Ultrasonografía
9.
J Assist Reprod Genet ; 31(2): 185-94, 2014 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-24202826

RESUMEN

PURPOSE: To identify the independent predictors of live birth following IVF, and to assess the role of cohort-specific parameters, including antral follicle count (AFC), the number of oocytes retrieved, the total number of embryos, and the total number of good-quality embryos, in fresh IVF cycles. METHODS: A retrospective cohort study of 2,525 infertile women undergoing IVF between 2002 and 2007. The hypothesis that the number and quality of embryos transferred capture the effects previously attributed to cohort-specific variables was examined using mediation analysis and spline analysis. Independent predictors were identified by a bootstrap algorithm. Multivariable logistic regression was performed and the proportion of explained variation was measured to compare the relative importance of transfer-specific vs. cohort-specific predictors. RESULTS: The number of good-quality embryos transferred and progesterone level on the day of hCG administration ranked as the two most important predictors of live birth. Prospects of pregnancy started to decrease after progesterone level exceeded 0.6 ng/ml. The achievement of live birth in a fresh IVF cycle is primarily determined by the number and quality of embryos transferred, rather than by embryo cohort-specific variables. CONCLUSIONS: The associations between cohort-specific variables and live birth in a fresh IVF cycle are completely mediated by the quality of embryos transferred. Progesterone level on the day of hCG administration is an independent predictor of pregnancy and merits further investigation.


Asunto(s)
Transferencia de Embrión , Fertilización In Vitro , Recuperación del Oocito , Progesterona/sangre , Adulto , Estudios de Cohortes , Femenino , Humanos , Infertilidad Femenina/etiología , Nacimiento Vivo , Modelos Logísticos , Valor Predictivo de las Pruebas , Embarazo , Estudios Retrospectivos
10.
Ann Am Thorac Soc ; 21(6): 858-865, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38241602

RESUMEN

Rationale: Pulmonary arterial hypertension (PAH) is a progressive disease with manifestations including right atrial enlargement, right ventricular dysfunction, dilation, and hypertrophy. Electrocardiography (ECG) is a noninvasive, inexpensive test that is routinely performed in clinical settings. Prior studies have described separate abnormal findings in the electrocardiograms of patients with PAH. However, the role of composite ECG findings reflective of right heart disease (RHD) for risk stratification, clinical trial enrichment, and management of patients with PAH has not been explored. Objectives: To describe a pattern of RHD on ECG in patients with PAH and to investigate the association of this pattern with clinical measures of disease severity and outcomes. Methods: We harmonized individual participant data from 18 phase III randomized clinical trials of therapies for PAH (1998-2013) submitted to the U.S. Food and Drug Administration. RHD was defined as the presence of right ventricular hypertrophy, right axis deviation, right atrial enlargement, or right bundle branch block on ECG. Random effects linear regression, multilevel ordinal regression (cumulative link model), and Cox proportional hazards models were used to assess the association of RHD by ECG with 6-minute walk distance (6MWD), World Health Organization (WHO) functional class, and clinical worsening after a priori adjustment for age, sex, body mass index, and PAH etiology. Effect modification of treatment and ECG abnormalities was assessed by including an interaction term. Results: A total of 4,439 patients had baseline ECG, and 68% of patients had evidence of RHD. RHD on ECG was associated with higher pulmonary vascular resistance (P < 0.001) and higher mean pulmonary artery pressures (P < 0.001). Patients with RHD on ECG had 10 meters shorter 6MWD (P = 0.005) and worse WHO functional class (P < 0.001) at baseline. RHD on baseline ECG was associated with increased risk of clinical worsening (hazard ratio, 1.42; 95% confidence interval; 1.21, 1.67; P < 0.001). Patients with RHD had greater treatment effect in terms of 6MWD, WHO functional class, and time to clinical worsening than those without (P for interaction = 0.03, 0.001, and 0.03, respectively). Conclusions: RHD by ECG may be associated with worse outcomes and potentially greater treatment effect. Electrocardiograms could be an inexpensive, widely available noninvasive method to enrich clinical trial populations in PAH.


Asunto(s)
Electrocardiografía , Ensayos Clínicos Controlados Aleatorios como Asunto , Humanos , Femenino , Masculino , Persona de Mediana Edad , Modelos de Riesgos Proporcionales , Hipertrofia Ventricular Derecha/fisiopatología , Hipertrofia Ventricular Derecha/diagnóstico , Hipertensión Arterial Pulmonar/fisiopatología , Hipertensión Arterial Pulmonar/diagnóstico , Hipertensión Pulmonar/fisiopatología , Hipertensión Pulmonar/diagnóstico , Adulto , Anciano , Ensayos Clínicos Fase III como Asunto , Prueba de Paso , Atrios Cardíacos/fisiopatología
11.
Am J Nephrol ; 38(6): 517-28, 2013.
Artículo en Inglés | MEDLINE | ID: mdl-24356377

RESUMEN

BACKGROUND/AIMS: Low heart rate variability (HRV) is a risk factor for adverse outcomes in the general population. We aimed to determine the factors associated with HRV and evaluate the association between low HRV and clinical outcomes in patients with chronic kidney disease (CKD). METHODS: A 10-second electrocardiogram was obtained at baseline in the Chronic Renal Insufficiency Cohort (CRIC) Study. HRV was measured by the standard deviation of all R-R intervals (SDNN) and the root mean square of successive differences between R-R intervals (RMSSD). RESULTS: In 3,245 CRIC participants with available baseline SDNN and RMSSD, lower HRV was associated with older age, lack of exercise, heart failure, elevated phosphorus and hemoglobin A1c, and low estimated glomerular filtration rate. After a median follow-up of 4.2 years, in fully adjusted models, lower HRV was not associated with renal [SDNN: hazard rate, HR = 0.96 (95% confidence interval, CI 0.88-1.05); RMSSD: HR = 0.97 (95% CI 0.88-1.07)] or cardiovascular outcomes [SDNN: HR = 1.02 (95% CI 0.92-1.13); RMSSD: HR = 1.00 (95% CI 0.90-1.10)]. There was a nonlinear relationship between RMSSD and all-cause mortality with increased risk with both low and high RMSSD (p = 0.04). CONCLUSIONS: In a large cohort of patients with CKD, multiple risk factors for renal and cardiovascular diseases were associated with lower HRV. Lower HRV was not associated with increased risk for renal or cardiovascular outcomes, but both low and high RMSSD were associated with increased risk for all-cause mortality. In conclusion, HRV measured by RMSSD may be a novel and independent risk factor for mortality in CKD patients.


Asunto(s)
Frecuencia Cardíaca/fisiología , Insuficiencia Renal Crónica/fisiopatología , Adulto , Anciano , Enfermedades Cardiovasculares/metabolismo , Estudios de Cohortes , Supervivencia sin Enfermedad , Electrocardiografía , Ejercicio Físico , Femenino , Tasa de Filtración Glomerular , Insuficiencia Cardíaca , Hemoglobinas/metabolismo , Humanos , Modelos Lineales , Masculino , Persona de Mediana Edad , Fósforo/metabolismo , Insuficiencia Renal/fisiopatología , Factores de Riesgo , Resultado del Tratamiento , Adulto Joven
12.
Ann Am Thorac Soc ; 20(1): 58-66, 2023 01.
Artículo en Inglés | MEDLINE | ID: mdl-36053665

RESUMEN

Rationale: Sex-based differences in pulmonary arterial hypertension (PAH) are known, but the contribution to disease measures is understudied. Objectives: We examined whether sex was associated with baseline 6-minute-walk distance (6MWD), hemodynamics, and functional class. Methods: We conducted a secondary analysis of participant-level data from randomized clinical trials of investigational PAH therapies conducted between 1998 and 2014 and provided by the U.S. Food and Drug Administration. Outcomes were modeled as a function of an interaction between sex and age or sex and body mass index (BMI), respectively, with generalized mixed modeling. Results: We included a total of 6,633 participants from 18 randomized clinical trials. A total of 5,197 (78%) were female, with a mean age of 49.1 years and a mean BMI of 27.0 kg/m2. Among 1,436 males, the mean age was 49.7 years, and the mean BMI was 26.4 kg/m2. The most common etiology of PAH was idiopathic. Females had shorter 6MWD. For every 1 kg/m2 increase in BMI for females, 6MWD decreased 2.3 (1.6-3.0) meters (P < 0.001), whereas 6MWD did not significantly change with BMI in males (0.31 m [-0.30 to 0.92]; P = 0.32). Females had lower right atrial pressure (RAP) and mean pulmonary artery pressure, and higher cardiac index than males (all P < 0.03). Age significantly modified the sex by RAP and mean pulmonary artery pressure relationships. For every 10-year increase in age, RAP was lower in males (0.5 mm Hg [0.3-0.7]; P < 0.001), but not in females (0.13 [-0.03 to 0.28]; P = 0.10). There was a significant decrease in pulmonary vascular resistance (PVR) with increasing age regardless of sex (P < 0.001). For every 1 kg/m2 increase in BMI, there was a 3% decrease in PVR for males (P < 0.001), compared with a 2% decrease in PVR in females (P < 0.001). Conclusions: Sexual dimorphism in subjects enrolled in clinical trials extends to 6MWD and hemodynamics; these relationships are modified by age and BMI. Sex, age, and body size should be considered in the evaluation and interpretation of surrogate outcomes in PAH.


Asunto(s)
Hipertensión Pulmonar , Hipertensión Arterial Pulmonar , Humanos , Femenino , Masculino , Persona de Mediana Edad , Caracteres Sexuales , Ensayos Clínicos Controlados Aleatorios como Asunto , Hipertensión Pulmonar Primaria Familiar , Hemodinámica
13.
Lancet Respir Med ; 11(10): 873-882, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-37230098

RESUMEN

BACKGROUND: Targeting short-term improvements in multicomponent risk scores for mortality in patients with pulmonary arterial hypertension (PAH) could result in improved long-term outcomes. We aimed to determine whether PAH risk scores were adequate surrogates for clinical worsening or mortality outcomes in PAH randomised clinical trials (RCTs). METHODS: We performed an individual participant data meta-analysis of RCTs selected from PAH trials provided by the US Food and Drug Administration (FDA). We calculated predicted risk using the COMPERA, COMPERA 2.0, non-invasive FPHR, REVEAL 2.0, and REVEAL Lite 2 risk scores. The primary outcome of interest was time to clinical worsening, a composite endpoint composed of any of the following events: all-cause death, hospitalisation for worsening PAH, lung transplantation, atrial septostomy, discontinuation of study treatment (or study withdrawal) for worsening PAH, initiation of parenteral prostacyclin analogue therapy, or decrease of at least 15% in 6-min walk distance from baseline, combined with either worsening of WHO functional class from baseline or the addition of an approved PAH treatment. The secondary outcome of interest was time to all-cause mortality. We assessed the surrogacy of these risk scores, parameterised as attainment of low-risk status by 16 weeks, for improvement in long-term clinical worsening and survival using mediation and meta-analysis frameworks. FINDINGS: Of 28 trials received from the FDA, three RCTs (AMBITION, GRIPHON, and SERAPHIN; n=2508) had the data necessary to assess long-term surrogacy. The mean age was 49 years (SD 16), 1956 (78%) participants were women, 1704 (68%) were classified as White, and 280 (11%) were Hispanic or Latino. 1388 (55%) of 2503 participants with available data had idiopathic PAH and 776 (31%) of 2503 had PAH associated with connective tissue disease. In a mediation analysis, the proportions of treatment effects explained by attainment of low-risk status ranged only from 7% to 13%. In a meta-analysis of trial-regions, the treatment effects on low-risk status were not predictive of the treatment effects on time to clinical worsening (R2 values 0·01-0·19) nor the treatment effects on time to all-cause mortality (R2 values 0-0·2). A leave-one-out analysis suggested that the use of these risk scores as surrogates might lead to biased inferences regarding the effect of therapies on clinical outcomes in PAH RCTs. Results were similar when using absolute risk scores at 16 weeks as the potential surrogates. INTERPRETATION: Multicomponent risk scores have utility for the prediction of outcomes in patients with PAH. Clinical surrogacy for long-term outcomes cannot be inferred from observational studies of outcomes. Our analyses of three PAH trials with long-term follow-up suggest that further study is necessary before using these or other scores as surrogate outcomes in PAH RCTs or clinical care. FUNDING: Cardiovascular Medical Research and Education Fund, US National Institutes of Health.


Asunto(s)
Hipertensión Arterial Pulmonar , Femenino , Humanos , Persona de Mediana Edad , Masculino , Hipertensión Arterial Pulmonar/tratamiento farmacológico , Hipertensión Pulmonar Primaria Familiar , Epoprostenol , Factores de Riesgo , Ensayos Clínicos Controlados Aleatorios como Asunto
14.
medRxiv ; 2023 Sep 30.
Artículo en Inglés | MEDLINE | ID: mdl-37808731

RESUMEN

Background: Pulmonary arterial hypertension (PAH) and chronic thromboembolic pulmonary hypertension (CTEPH) are disorders of the pulmonary vasculature that cause right ventricular dysfunction. Systemic consequences of right ventricular dysfunction include damage to other solid organs, such as the liver. However, the profiles and consequences of hepatic injury due to PAH and CTEPH have not been well-studied. Methods: We aimed to identify underlying patterns of liver injury in a cohort of PAH and CTEPH patients enrolled in 15 randomized clinical trials conducted between 1998 and 2012. We used unsupervised machine learning to identify liver injury clusters in 13 trials and validated the findings in two additional trials. We then determined whether these liver injury clusters were associated with clinical outcomes or treatment effect heterogeneity. Results: Our training dataset included 4,219 patients and our validation dataset included 1,756 patients with complete liver laboratory panels (serum total bilirubin, alkaline phosphatase, aspartate aminotransferase, alanine aminotransferase, and albumin). Using k-means clustering paired with factor analysis, we identified four unique liver phenotypes (no liver injury, hepatocellular injury, cholestatic injury, and combined injury patterns). Patients in the cholestatic injury liver cluster had the shortest time to clinical worsening and highest chance of worsening World Health Organization functional class. Randomization to the experimental arm was associated with a transition to healthier liver clusters compared to randomization to the control arm. The cholestatic injury group experienced the greatest placebo-corrected treatment benefit in terms of six-minute walk distance. Conclusions: Liver injury patterns were associated with adverse outcomes in patients with PAH and CTEPH. Randomization to active treatment of pulmonary hypertension in these clinical trials had beneficial effects on liver health compared to placebo. The independent role of liver disease (often subclinical) in determining outcomes warrants prospective studies of the clinical utility of liver phenotyping for PAH prognosis and contribution to clinical disease.

15.
Methods Inf Med ; 61(1-02): 3-10, 2022 05.
Artículo en Inglés | MEDLINE | ID: mdl-34820791

RESUMEN

OBJECTIVE: Data harmonization is essential to integrate individual participant data from multiple sites, time periods, and trials for meta-analysis. The process of mapping terms and phrases to an ontology is complicated by typographic errors, abbreviations, truncation, and plurality. We sought to harmonize medical history (MH) and adverse events (AE) term records across 21 randomized clinical trials in pulmonary arterial hypertension and chronic thromboembolic pulmonary hypertension. METHODS: We developed and applied a semi-automated harmonization pipeline for use with domain-expert annotators to resolve ambiguous term mappings using exact and fuzzy matching. We summarized MH and AE term mapping success, including map quality measures, and imputation of a generalizing term hierarchy as defined by the applied Medical Dictionary for Regulatory Activities (MedDRA) ontology standard. RESULTS: Over 99.6% of both MH (N = 37,105) and AE (N = 58,170) records were successfully mapped to MedDRA low-level terms. Automated exact matching accounted for 74.9% of MH and 85.5% of AE mappings. Term recommendations from fuzzy matching in the pipeline facilitated annotator mapping of the remaining 24.9% of MH and 13.8% of AE records. Imputation of the generalized MedDRA term hierarchy was unambiguous in 85.2% of high-level terms, 99.4% of high-level group terms, and 99.5% of system organ class in MH, and 75% of high-level terms, 98.3% of high-level group terms, and 98.4% of system organ class in AE. CONCLUSION: This pipeline dramatically reduced the burden of manual annotation for MH and AE term harmonization and could be adapted to other data integration efforts.


Asunto(s)
Sistemas de Registro de Reacción Adversa a Medicamentos , Hipertensión Arterial Pulmonar , Humanos , Hipertensión Arterial Pulmonar/tratamiento farmacológico , Ensayos Clínicos Controlados Aleatorios como Asunto
16.
Chest ; 162(2): 436-447, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35247393

RESUMEN

BACKGROUND: Obesity is increasingly prevalent in pulmonary arterial hypertension (PAH) but is associated with improved survival, creating an "obesity paradox" in PAH. It is unknown if the improved outcomes could be attributable to obese patients deriving a greater benefit from PAH therapies. RESEARCH QUESTION: Does BMI modify treatment effectiveness in PAH? STUDY DESIGN AND METHODS: Using individual participant data, a meta-analysis was conducted of phase III, randomized, placebo-controlled trials of treatments for PAH submitted for approval to the U.S. Food and Drug Administration from 2000 to 2015. Primary outcomes were change in 6-min walk distance (6MWD) and World Health Organization (WHO) functional class. RESULTS: A total of 5,440 participants from 17 trials were included. Patients with overweight and obesity had lower baseline 6MWD and were more likely to be WHO functional class III or IV. Treatment was associated with a 27.01-m increase in 6MWD (95% CI, 21.58-32.45; P < .001) and lower odds of worse WHO functional class (OR, 0.58; 95% CI, 0.48-0.70; P < .001). For every 1 kg/m2 increase in BMI, 6MWD was reduced by 0.66 m (P = .07); there was no significant effect modification of treatment response in 6MWD according to BMI (P for interaction = .34). Higher BMI was not associated with odds of WHO functional class at end of follow-up; however, higher BMI attenuated the treatment response such that every 1 kg/m2 increase in BMI increased odds of worse WHO functional class by 3% (OR, 1.03; P for interaction = .06). INTERPRETATION: Patients with overweight and obesity had lower baseline 6MWD and worse WHO functional class than patients with normal weight with PAH. Higher BMI did not modify the treatment response for change in 6MWD, but it attenuated the treatment response for WHO functional class. PAH trials should include participants representative of all weight groups to allow for assessment of treatment heterogeneity and mechanisms.


Asunto(s)
Hipertensión Pulmonar , Hipertensión Arterial Pulmonar , Antihipertensivos/uso terapéutico , Ensayos Clínicos Fase III como Asunto , Hipertensión Pulmonar Primaria Familiar , Humanos , Obesidad/complicaciones , Obesidad/epidemiología , Sobrepeso , Ensayos Clínicos Controlados Aleatorios como Asunto , Resultado del Tratamiento
17.
Ann Am Thorac Soc ; 19(6): 952-961, 2022 06.
Artículo en Inglés | MEDLINE | ID: mdl-34936541

RESUMEN

Rationale: The population of patients with pulmonary arterial hypertension (PAH) has evolved over time from predominantly young White women to an older, more racially diverse and obese population. Whether these changes are reflected in clinical trials is not known. Objectives: To determine secular and regional trends among PAH trial participants. Methods: We performed a pooled cohort analysis using harmonized data from phase III clinical trials of PAH therapies submitted to the U.S. Food and Drug Administration. We used mixed-effects linear and logistic regression to assess regional differences in participant age, sex, body habitus, and hemodynamics over time. Results: A total of 6,599 participants were enrolled in 18 trials between 1998 and 2013; 78% were female. The mean age of participants in North America, Europe, and Latin America at the time of study start increased by 2.09 (95% confidence interval [CI], 0.67-3.51), 1.62 (95% CI, 0.24-3.00), and 4.75 (95% CI, 2.29-7.21) years per 5 years, respectively (P = 0.01). Body mass index at the time of study start increased by 0.72 kg/m2 per 5 years (95% CI, 0.44-0.99; P < 0.001) across all regions. Eighty-five percent of participants in early studies were non-Hispanic White, but this decreased over time to 70%. Ninety-seven percent of Asians and 74% of Hispanics in the sample were recruited from Asia and Latin America. Conclusions: Patients enrolled in more recent PAH therapy trials are older and more obese, mirroring the changing epidemiology of observational cohorts. However, these trends varied by geographic region. PAH cohorts remain predominantly female, presenting challenges for generalizability to male patients. Although the proportion of non-White participants increased over time, this was primarily through recruitment in Asia and Latin America.


Asunto(s)
Hipertensión Arterial Pulmonar , Estudios de Cohortes , Europa (Continente)/epidemiología , Hipertensión Pulmonar Primaria Familiar , Femenino , Humanos , Masculino , Obesidad , Hipertensión Arterial Pulmonar/tratamiento farmacológico , Hipertensión Arterial Pulmonar/epidemiología , Estados Unidos/epidemiología
18.
Kidney Int ; 79(12): 1370-8, 2011 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-21389978

RESUMEN

Fibroblast growth factor 23 (FGF23) regulates phosphorus metabolism and is a strong predictor of mortality in dialysis patients. FGF23 is thought to be an early biomarker of disordered phosphorus metabolism in the initial stages of chronic kidney disease (CKD). We measured FGF23 in baseline samples from 3879 patients in the Chronic Renal Insufficiency Cohort study, which is a diverse cohort of patients with CKD stage 2-4. Mean serum phosphate and median parathyroid hormone (PTH) levels were in the normal range, but median FGF23 was markedly greater than in healthy populations, and increased significantly with decreasing estimated glomerular filtration rate (eGFR). High levels of FGF23, defined as being above 100 RU/ml, were more common than secondary hyperparathyroidism and hyperphosphatemia in all strata of eGFR. The threshold of eGFR at which the slope of FGF23 increased was significantly higher than the corresponding threshold for PTH based on non-overlapping 95% confidence intervals. Thus, increased FGF23 is a common manifestation of CKD that develops earlier than increased phosphate or PTH. Hence, FGF23 measurements may be a sensitive early biomarker of disordered phosphorus metabolism in patients with CKD and normal serum phosphate levels.


Asunto(s)
Factores de Crecimiento de Fibroblastos/sangre , Hiperparatiroidismo Secundario/sangre , Hiperfosfatemia/sangre , Hormona Paratiroidea/sangre , Fosfatos/sangre , Insuficiencia Renal Crónica/sangre , Anciano , Biomarcadores/sangre , Biomarcadores/orina , Femenino , Factor-23 de Crecimiento de Fibroblastos , Tasa de Filtración Glomerular , Humanos , Hiperparatiroidismo Secundario/diagnóstico , Hiperparatiroidismo Secundario/etiología , Hiperparatiroidismo Secundario/fisiopatología , Hiperparatiroidismo Secundario/orina , Hiperfosfatemia/diagnóstico , Hiperfosfatemia/etiología , Hiperfosfatemia/fisiopatología , Hiperfosfatemia/orina , Masculino , Persona de Mediana Edad , Fosfatos/orina , Fósforo Dietético/metabolismo , Valor Predictivo de las Pruebas , Estudios Prospectivos , Insuficiencia Renal Crónica/complicaciones , Insuficiencia Renal Crónica/diagnóstico , Insuficiencia Renal Crónica/fisiopatología , Insuficiencia Renal Crónica/orina , Índice de Severidad de la Enfermedad , Factores de Tiempo , Estados Unidos , Regulación hacia Arriba
19.
Am J Obstet Gynecol ; 204(2): 130.e1-6, 2011 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-21284966

RESUMEN

OBJECTIVE: We sought to determine utility of uterine evacuation for diagnosis of nonviable pregnancy of unknown location (PUL). STUDY DESIGN: We conducted a cohort study to assess the prevalence of ectopic pregnancy (EP), overall, and stratified by presenting signs and symptoms in women with a nonviable PUL. RESULTS: Of the 173 women, 66 (38%) had miscarriage (spontaneous abortion [SAB]) and 107 (62%) had EP. When initial human chorionic gonadotropin (hCG) was <2000 mIU/mL, the odds of an EP were greater (odds ratio, 4.32; 95% confidence interval, 2.04-9.12). Demographic factors, obstetric history, and clinical presentation were not useful in distinguishing between EP and SAB. Pre-evacuation hCG increase had strong trend association with EP (odds ratio, 2.14; 95% confidence interval, 0.98-4.68). A >30% fall in postcurettage hCG was suggestive, but was not a diagnostic indicator of SAB. CONCLUSION: Uterine evacuation is a useful diagnostic aid for women with nonviable PUL. Nondiagnostic ultrasound findings and absolute and serial hCG values are associated with, but do not accurately predict final diagnosis.


Asunto(s)
Dilatación y Legrado Uterino , Embarazo Ectópico/diagnóstico , Adulto , Estudios de Cohortes , Bases de Datos Factuales , Femenino , Humanos , Embarazo
20.
Am J Obstet Gynecol ; 202(2): 147.e1-8, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-20113691

RESUMEN

OBJECTIVE: The purpose of this study was to test whether treating periodontal disease (PD) in pregnancy will reduce the incidence of spontaneous preterm delivery (SPTD) at < or = 35 weeks of gestation. STUDY DESIGN: A multicenter, randomized clinical trial was performed. Subjects with PD were randomized to scaling and root planing (active) or tooth polishing (control). The primary outcome was the occurrence of SPTD at <35 weeks of gestation. RESULTS: We screened 3563 subjects for PD; the prevalence of PD was 50%. Seven hundred fifty-seven subjects were assigned randomly; 378 subjects were assigned to the active group, and 379 subjects were assigned to the placebo group. Active treatment did not reduce the risk of SPTD at <35 weeks of gestation (relative risk, 1.19; 95% confidence interval [CI], 0.62-2.28) or composite neonatal morbidity (relative risk, 1.30; 95% CI, 0.83-2.04). There was a suggestion of an increase in the risk of indicated SPTD at <35 weeks of gestation in those subjects who received active treatment (relative risk, 3.01; 95% CI, 0.95-4.24). CONCLUSION: Treating periodontal disease does not reduce the incidence of SPTD.


Asunto(s)
Enfermedades Periodontales/terapia , Complicaciones del Embarazo/terapia , Nacimiento Prematuro/prevención & control , Adulto , Femenino , Edad Gestacional , Humanos , Recién Nacido , Embarazo
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