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Longitudinal Associations between Low Serum Bicarbonate and Linear Growth in Children with CKD
Brown, Denver D; Carroll, Megan; Ng, Derek K; Levy, Rebecca V; Greenbaum, Larry A; Kaskel, Frederick J; Furth, Susan L; Warady, Bradley A; Melamed, Michal L; Dauber, Andrew
BACKGROUND:Poor linear growth is a consequence of chronic kidney disease (CKD) that has been linked to adverse outcomes. Metabolic acidosis (MA) has been identified as a risk factor for growth failure. We investigated the longitudinal relationship between MA and linear growth in children with CKD and examined whether treatment of MA modified linear growth. METHODS:To describe longitudinal associations between MA and linear growth, we used serum bicarbonate levels, height measurements, and standard deviation (z scores) of children enrolled in the prospective cohort study Chronic Kidney Disease in Children. Analyses were adjusted for covariates recognized as correlating with poor growth, including demographic characteristics, glomerular filtration rate (GFR), proteinuria, calcium, phosphate, parathyroid hormone, and CKD duration. CKD diagnoses were analyzed by disease categories, nonglomerular or glomerular. RESULTS:The study population included 1082 children with CKD: 808 with nonglomerular etiologies and 274 with glomerular etiologies. Baseline serum bicarbonate levels ≤22 mEq/L were associated with worse height z scores in all children. Longitudinally, serum bicarbonate levels ≤18 and 19-22 mEq/L were associated with worse height z scores in children with nonglomerular CKD causes, with adjusted mean values of -0.39 (95% CI, -0.58 to -0.2) and -0.17 (95% CI, -0.28 to -0.05), respectively. Children with nonglomerular disease and more severe GFR impairment had a higher risk for worse height z score. A significant association was not found in children with glomerular diseases. We also investigated the potential effect of treatment of MA on height in children with a history of alkali therapy use, finding that only persistent users had a significant positive association between their height z score and higher serum bicarbonate levels. CONCLUSIONS:We observed a longitudinal association between MA and lower height z score. Additionally, persistent alkali therapy use was associated with better height z scores. Future clinical trials of alkali therapy need to evaluate this relationship prospectively.
PMID: 35721607
ISSN: 2641-7650
CID: 5683412
Peer mentorship to improve outcomes in patients on hemodialysis (PEER-HD): a randomized controlled trial protocol
Golestaneh, Ladan; Melamed, Michal; Kim, Ryung S; St Clair Russell, Jennifer; Heisler, Michele; Villalba, Lisandra; Perry, Taylor; Cavanaugh, Kerri L
BACKGROUND:Patients receiving in-center hemodialysis experience disproportionate morbidity and incur high healthcare-related costs. Much of this cost stems from potentially avoidable hospitalizations. Peer mentorship has been used effectively to improve outcomes for patients with complex chronic diseases. We propose testing the efficacy of peer mentorship on hospitalization rates among patients receiving hemodialysis. METHODS:This is a multicenter parallel group randomized controlled pragmatic trial of patients treated at hemodialysis facilities in Bronx, NY and Nashville, TN. The study has two phases. Phase 1 will enroll and train 16 hemodialysis patients (10 in Bronx, NY and 6 in Nashville TN) to be mentors using a program focused on enhancing self-efficacy, dialysis self-management and autonomy-supportive communication skills. Phase 2 will enroll 200 high risk adults receiving hemodialysis (140 in Bronx, NY and 60 in Nashville, TN), half of whom will be randomized to intervention and half to usual care. Intervention participants are assigned to weekly telephone calls with trained mentors (see Phase 1) for a 3-month period. The primary outcome of Phase 1 will be engagement of mentors with training and change in knowledge scores and autonomy skills from pre- to post-training. The primary outcome of Phase 2 will be the composite count of ED visits and hospitalizations at the end of study follow-up in patient participants assigned to intervention as compared to those assigned to usual care. Secondary outcomes for Phase 2 include the change over the trial period in validated survey scores measuring perception of social support and self-efficacy, and dialysis adherence metrics, among intervention participants as compared to usual care participants. DISCUSSION/CONCLUSIONS:The PEER-HD study will test the feasibility and efficacy of a pragmatic peer-mentorship program designed for patients receiving hemodialysis on ED visit and hospitalization rates. If effective, peer-mentorship holds promise as a scalable patient-centered intervention to decrease hospital resource utilization, and by extension morbidity and cost, for patients receiving maintenance in-center hemodialysis. TRIAL REGISTRATION/BACKGROUND:Clinicaltrials.gov identifier: NCT03595748 ; 7/23/2018. TRIAL SPONSOR/UNASSIGNED:National Institutes of Diabetes, Digestive and Kidney Disease (NIDDK) 5R18DK118471. FUNDING/BACKGROUND:Funding for this study was provided by the National Institutes of Diabetes, Digestive and Kidney Disease: R18DK118471. STUDY STATUS/METHODS:This is an ongoing study and not complete. We are still collecting data for observational follow-up on participants. RELATED ARTICLES/UNASSIGNED:No related articles for this study have been submitted to any journal. The study sponsor and funders had no role in the design, analysis or interpretation of this data. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health.
PMCID:8897762
PMID: 35247960
ISSN: 1471-2369
CID: 5683382
Female Sexual Dysfunction as Measured by Low Sexual Frequency is Associated With Lower Socioeconomic Status: An Analysis of the National Health and Nutrition Examination Survey (NHANES), 2007-2016
Kim, Joseph I; Zhu, Denzel; Davila, Jonathan; Lee, Justin; Chubak, Barbara M; Melamed, Michal L; Abraham, Nitya
BACKGROUND:Female sexual dysfunction (FSD) is a complex disorder of biopsychosocial etiology, and FSD symptoms affect more than 40% of adult women worldwide. AIM:In this cross-sectional study, we sought to investigate the association between FSD and socioeconomic status (SES) in a nationally representative female adult population. METHODS:Economic and sexual data for women aged 20-59 from the 2007-2016 National Health and Nutrition Examination Survey, a United States nationwide representative database, was analyzed. Poverty income ratio (PIR), a ratio of family income to poverty threshold, was used as a measure of SES, and low sexual frequency was used as a measure of FSD. The association between FSD and SES was analyzed using survey-weighted logistic regression after adjusting for relevant social and gynecologic covariates, such as marital status and history of pregnancy, as well as significant medical comorbidities. OUTCOMES:We found that FSD, as measured by low sexual frequency, was associated with lower SES. RESULTS:Among the 7,348 women of mean age 38.4 (IQR 29-47) included in the final analysis, 26.3% of participants reported sexual frequency of 0-11 times/year and 73.7% participants reported sexual frequency >11 times/year. Participants of PIR <2 were 92% more likely to report sexual frequency ≤11 times/year than those of PIR ≥2 after adjusting for demographics, social history, gynecologic history and significant medical conditions (OR = 1.92; 95% CI = 1.21-3.05; P < .006). CLINICAL IMPLICATIONS:The evaluation and treatment of FSD may benefit from a comprehensive approach that takes SES into account. STRENGTHS & LIMITATIONS:This study is limited by its cross-sectional design, but it is strengthened by a large, nationally representative sample with extensive, standardized data ascertainment. CONCLUSION:Lower SES and lower sexual frequency are directly correlated among female adults in the United States; future studies should focus on social determinants of health as risk factors for FSD. Kim JI, Zhu D, Davila J, et al. Female Sexual Dysfunction as Measured by Low Sexual Frequency is Associated With Lower Socioeconomic Status: An Analysis of the National Health and Nutrition Examination Survey (NHANES), 2007-2016. J Sex Med 2022;19:90-97.
PMID: 34696997
ISSN: 1743-6109
CID: 5683322
Female Sexual Dysfunction as Measured by Low Sexual Frequency is Associated With Lower Socioeconomic Status: An Analysis of the National Health and Nutrition Examination Survey (NHANES), 2007-2016 [Review]
Kim, Joseph, I; Zhu, Denzel; Davila, Jonathan; Lee, Justin; Chubak, Barbara M.; Melamed, Michal L.; Abraham, Nitya
ISI:000736925000011
ISSN: 1743-6095
CID: 5993172
Muscle fibrosis and maladaptation occur progressively in CKD and are rescued by dialysis
Brightwell, Camille R; Kulkarni, Ameya S; Paredes, William; Zhang, Kehao; Perkins, Jaclyn B; Gatlin, Knubian J; Custodio, Matthew; Farooq, Hina; Zaidi, Bushra; Pai, Rima; Buttar, Rupinder S; Tang, Yan; Melamed, Michal L; Hostetter, Thomas H; Pessin, Jeffrey E; Hawkins, Meredith; Fry, Christopher S; Abramowitz, Matthew K
BACKGROUNDSkeletal muscle maladaptation accompanies chronic kidney disease (CKD) and negatively affects physical function. Emphasis in CKD has historically been placed on muscle fiber-intrinsic deficits, such as altered protein metabolism and atrophy. However, targeted treatment of fiber-intrinsic dysfunction has produced limited improvement, whereas alterations within the fiber-extrinsic environment have scarcely been examined.METHODSWe investigated alterations to the skeletal muscle interstitial environment with deep cellular phenotyping of biopsies from patients with CKD and age-matched controls and performed transcriptome profiling to define the molecular underpinnings of CKD-associated muscle impairments. We examined changes in muscle maladaptation following initiation of dialysis therapy for kidney failure.RESULTSPatients with CKD exhibited a progressive fibrotic muscle phenotype, which was associated with impaired regenerative capacity and lower vascular density. The severity of these deficits was strongly associated with the degree of kidney dysfunction. Consistent with these profound deficits, CKD was associated with broad alterations to the muscle transcriptome, including altered ECM organization, downregulated angiogenesis, and altered expression of pathways related to stem cell self-renewal. Remarkably, despite the seemingly advanced nature of this fibrotic transformation, dialysis treatment rescued these deficits, restoring a healthier muscle phenotype. Furthermore, after accounting for muscle atrophy, strength and endurance improved after dialysis initiation.CONCLUSIONThese data identify a dialysis-responsive muscle fibrotic phenotype in CKD and suggest the early dialysis window presents a unique opportunity of improved muscle regenerative capacity during which targeted interventions may achieve maximal impact.TRIAL REGISTRATIONNCT01452412FUNDINGNIH, NIH Clinical and Translational Science Awards (CTSA), and Einstein-Mount Sinai Diabetes Research Center.
PMCID:8783691
PMID: 34784301
ISSN: 2379-3708
CID: 5683332
Sex-related differences in mortality, acute kidney injury, and respiratory failure among critically ill patients with COVID-19
Toth-Manikowski, Stephanie M; Caldwell, Jillian; Joo, Min; Chen, Jinsong; Meza, Natalie; Bruinius, Jacob; Gupta, Shruti; Hannan, Mary; Kagalwalla, Mustafa; Madrid, Samantha; Melamed, Michal L; Pacheco, Esther; Srivastava, Anand; Viamontes, Christopher; Lash, James P; Leaf, David E; Ricardo, Ana C; ,
Although the number of deaths due to coronavirus disease 2019 (COVID-19) is higher in men than women, prior studies have provided limited sex-stratified clinical data.We evaluated sex-related differences in clinical outcomes among critically ill adults with COVID-19.Multicenter cohort study of adults with laboratory-confirmed COVID-19 admitted to intensive care units at 67 U.S. hospitals from March 4 to May 9, 2020. Multilevel logistic regression was used to evaluate 28-day in-hospital mortality, severe acute kidney injury (AKI requiring kidney replacement therapy), and respiratory failure occurring within 14 days of intensive care unit admission.A total of 4407 patients were included (median age, 62 years; 2793 [63.4%] men; 1159 [26.3%] non-Hispanic White; 1220 [27.7%] non-Hispanic Black; 994 [22.6%] Hispanic). Compared with women, men were younger (median age, 61 vs 64 years, less likely to be non-Hispanic Black (684 [24.5%] vs 536 [33.2%]), and more likely to smoke (877 [31.4%] vs 422 [26.2%]). During median follow-up of 14 days, 1072 men (38.4%) and 553 women (34.3%) died. Severe AKI occurred in 590 men (21.8%), and 239 women (15.5%), while respiratory failure occurred in 2255 men (80.7%) and 1234 women (76.5%). After adjusting for age, race/ethnicity and clinical variables, compared with women, men had a higher risk of death (OR, 1.50, 95% CI, 1.26-1.77), severe AKI (OR, 1.92; 95% CI 1.57-2.36), and respiratory failure (OR, 1.42; 95% CI, 1.11-1.80).In this multicenter cohort of critically ill adults with COVID-19, men were more likely to have adverse outcomes compared with women.
PMCID:8677989
PMID: 34918709
ISSN: 1536-5964
CID: 5683362
Detecting Sensitive Mobility Features for Parkinson's Disease Stages Via Machine Learning
Mirelman, Anat; Ben Or Frank, Mor; Melamed, Michal; Granovsky, Lena; Nieuwboer, Alice; Rochester, Lynn; Del Din, Silvia; Avanzino, Laura; Pelosin, Elisa; Bloem, Bastiaan R; Della Croce, Ugo; Cereatti, Andrea; Bonato, Paolo; Camicioli, Richard; Ellis, Theresa; Hamilton, Jamie L; Hass, Chris J; Almeida, Quincy J; Inbal, Maidan; Thaler, Avner; Shirvan, Julia; Cedarbaum, Jesse M; Giladi, Nir; Hausdorff, Jeffrey M
BACKGROUND:It is not clear how specific gait measures reflect disease severity across the disease spectrum in Parkinson's disease (PD). OBJECTIVE:To identify the gait and mobility measures that are most sensitive and reflective of PD motor stages and determine the optimal sensor location in each disease stage. METHODS:Cross-sectional wearable-sensor records were collected in 332 patients with PD (Hoehn and Yahr scale I-III) and 100 age-matched healthy controls. Sensors were adhered to the participant's lower back, bilateral ankles, and wrists. Study participants walked in a ~15-meter corridor for 1 minute under two walking conditions: (1) preferred, usual walking speed and (2) walking while engaging in a cognitive task (dual-task). A subgroup (n = 303, 67% PD) also performed the Timed Up and Go test. Multiple machine-learning feature selection and classification algorithms were applied to discriminate between controls and PD and between the different PD severity stages. RESULTS:High discriminatory values were found between motor disease stages with mean sensitivity in the range 72%-83%, specificity 69%-80%, and area under the curve (AUC) 0.76-0.90. Measures from upper-limb sensors best discriminated controls from early PD, turning measures obtained from the trunk sensor were prominent in mid-stage PD, and stride timing and regularity were discriminative in more advanced stages. CONCLUSIONS:Applying machine-learning to multiple, wearable-derived features reveals that different measures of gait and mobility are associated with and discriminate distinct stages of PD. These disparate feature sets can augment the objective monitoring of disease progression and may be useful for cohort selection and power analyses in clinical trials of PD. © 2021 International Parkinson and Movement Disorder Society.
PMID: 33955603
ISSN: 1531-8257
CID: 5683272
Machine Learning Prediction of Death in Critically Ill Patients With Coronavirus Disease 2019
Churpek, Matthew M; Gupta, Shruti; Spicer, Alexandra B; Hayek, Salim S; Srivastava, Anand; Chan, Lili; Melamed, Michal L; Brenner, Samantha K; Radbel, Jared; Madhani-Lovely, Farah; Bhatraju, Pavan K; Bansal, Anip; Green, Adam; Goyal, Nitender; Shaefi, Shahzad; Parikh, Chirag R; Semler, Matthew W; Leaf, David E; ,
OBJECTIVES:Critically ill patients with coronavirus disease 2019 have variable mortality. Risk scores could improve care and be used for prognostic enrichment in trials. We aimed to compare machine learning algorithms and develop a simple tool for predicting 28-day mortality in ICU patients with coronavirus disease 2019. DESIGN:This was an observational study of adult patients with coronavirus disease 2019. The primary outcome was 28-day inhospital mortality. Machine learning models and a simple tool were derived using variables from the first 48 hours of ICU admission and validated externally in independent sites and temporally with more recent admissions. Models were compared with a modified Sequential Organ Failure Assessment score, National Early Warning Score, and CURB-65 using the area under the receiver operating characteristic curve and calibration. SETTING:Sixty-eight U.S. ICUs. PATIENTS:Adults with coronavirus disease 2019 admitted to 68 ICUs in the United States between March 4, 2020, and June 29, 2020. INTERVENTIONS:None. MEASUREMENTS AND MAIN RESULTS:ratio were the most important predictors in the eXtreme Gradient Boosting model. CONCLUSIONS:eXtreme Gradient Boosting had the highest discrimination overall, and our simple tool had higher discrimination than a modified Sequential Organ Failure Assessment score, National Early Warning Score, and CURB-65 on external validation. These models could be used to improve triage decisions and clinical trial enrichment.
PMCID:8378790
PMID: 34476402
ISSN: 2639-8028
CID: 5683312
Thrombosis, Bleeding, and the Observational Effect of Early Therapeutic Anticoagulation on Survival in Critically Ill Patients With COVID-19
Al-Samkari, Hanny; Gupta, Shruti; Leaf, Rebecca Karp; Wang, Wei; Rosovsky, Rachel P; Brenner, Samantha K; Hayek, Salim S; Berlin, Hanna; Kapoor, Rajat; Shaefi, Shahzad; Melamed, Michal L; Sutherland, Anne; Radbel, Jared; Green, Adam; Garibaldi, Brian T; Srivastava, Anand; Leonberg-Yoo, Amanda; Shehata, Alexandre M; Flythe, Jennifer E; Rashidi, Arash; Goyal, Nitender; Chan, Lili; Mathews, Kusum S; Hedayati, S Susan; Dy, Rajany; Toth-Manikowski, Stephanie M; Zhang, Jingjing; Mallappallil, Mary; Redfern, Roberta E; Bansal, Amar D; Short, Samuel A P; Vangel, Mark G; Admon, Andrew J; Semler, Matthew W; Bauer, Kenneth A; Hernán, Miguel A; Leaf, David E; ,
BACKGROUND:Hypercoagulability may be a key mechanism of death in patients with coronavirus disease 2019 (COVID-19). OBJECTIVE:To evaluate the incidence of venous thromboembolism (VTE) and major bleeding in critically ill patients with COVID-19 and examine the observational effect of early therapeutic anticoagulation on survival. DESIGN:In a multicenter cohort study of 3239 critically ill adults with COVID-19, the incidence of VTE and major bleeding within 14 days after intensive care unit (ICU) admission was evaluated. A target trial emulation in which patients were categorized according to receipt or no receipt of therapeutic anticoagulation in the first 2 days of ICU admission was done to examine the observational effect of early therapeutic anticoagulation on survival. A Cox model with inverse probability weighting to adjust for confounding was used. SETTING:67 hospitals in the United States. PARTICIPANTS:Adults with COVID-19 admitted to a participating ICU. MEASUREMENTS:Time to death, censored at hospital discharge, or date of last follow-up. RESULTS:Among the 3239 patients included, the median age was 61 years (interquartile range, 53 to 71 years), and 2088 (64.5%) were men. A total of 204 patients (6.3%) developed VTE, and 90 patients (2.8%) developed a major bleeding event. Independent predictors of VTE were male sex and higher D-dimer level on ICU admission. Among the 2809 patients included in the target trial emulation, 384 (11.9%) received early therapeutic anticoagulation. In the primary analysis, during a median follow-up of 27 days, patients who received early therapeutic anticoagulation had a similar risk for death as those who did not (hazard ratio, 1.12 [95% CI, 0.92 to 1.35]). LIMITATION:Observational design. CONCLUSION:Among critically ill adults with COVID-19, early therapeutic anticoagulation did not affect survival in the target trial emulation. PRIMARY FUNDING SOURCE:None.
PMID: 33493012
ISSN: 1539-3704
CID: 5683212
Associations of Serum Calciprotein Particle Size and Transformation Time With Arterial Calcification, Arterial Stiffness, and Mortality in Incident Hemodialysis Patients
Chen, Wei; Fitzpatrick, Jessica; Monroy-Trujillo, Jose M; Sozio, Stephen M; Jaar, Bernard G; Estrella, Michelle M; Serrano, Jishyra; Anokhina, Viktoriya; Miller, Benjamin L; Melamed, Michal L; Bushinsky, David A; Parekh, Rulan S
RATIONALE & OBJECTIVE:with arterial calcification in incident HD patients. STUDY DESIGN:Prospective cohort study. SETTING & PARTICIPANTS:at baseline. OUTCOMES:Primary outcomes were baseline coronary artery and thoracic aorta calcifications. Exploratory outcomes included baseline arterial stiffness, measured by pulse wave velocity (PWV) and ankle brachial index, and longitudinally, repeat measures of PWV and all-cause mortality. ANALYTICAL APPROACH:Tobit regression, multiple linear regression, Poisson regression, linear mixed-effects regression, and Cox proportional hazards regression. RESULTS:and risk for mortality. LIMITATIONS:Possible imprecision in assays, small sample size, limited generalizability to incident HD populations with different racial composition, and residual confounding. CONCLUSIONS:was associated with prevalent arterial calcification and stiffness. Larger CPP2 was associated with risk for mortality, but this finding needs to be confirmed in future studies.
PMCID:7881044
PMID: 32800846
ISSN: 1523-6838
CID: 5683162