Phenotyping of Heart Failure in CKD Using Electrocardiography Features
Soomro, Qandeel H; Shekar, Niveda; Islam, Shahidul; Okpara, Chinyere; Kim, Soo Young; Divers, Jasmin; Charytan, David M
BACKGROUND:Tools for predicting heart failure (HF) in CKD patients remain limited. We aimed to study whether standard ECG features or heart rate variability parameters predict de novo HF hospitalization in individuals with CKD. METHODS:Utilizing a large NYU ECG database linked with electronic health records (2012-2021), we analyzed a cohort of patients with pre-existing CKD. Besides standard ECG features, we extracted heart rate variability (measures the time between consecutive heart beats in milliseconds) features from the ECGs as predictors. The index ECG was the first ECG performed after the index eGFR date (baseline) and was required to be done prior to initiation of dialysis, end-stage kidney disease (ESKD), or transplant. The primary outcome was time to index HF hospitalization (≥30 days after the index ECG) based on discharge ICD-10 codes. LASSO-penalized Cox regression was used to identify predictors. Sensitivity analyses used Fine-Gray competing risk models for death and ESKD. RESULTS:Among 11,409 individuals (median age: 72; ∼50% male) with a median of 976 days, 880 individuals (8%) experienced an index HF hospitalization. Models incorporating ECG and clinical parameters had excellent discrimination (C-statistic 0.76 in the training set and 0.73 in the validation set). Among ECG features, the PR interval, corrected QT, and T axis were independently associated with higher risks of index HF hospitalization ≥30 days after the index ECG in both primary models (p<0.001 for all) and in models accounting for competing risks (p<0.01 for all). History of arrhythmia (hazard ratio (HR, 1.60, 95% CI: 1.36-1.88), valvular disease (HR1.51, 95% CI: 1.27-1.81), and diabetes (HR 1.41, 95% CI: 1.22-1.65) were the strongest clinical predictors. HRV parameters were not independently associated with HF. CONCLUSIONS:Although ECG-derived HRV indices were not independently associated with risk of HF, several standard ECG features are associated with HF hospitalization in CKD.
PMID: 41874576
ISSN: 2641-7650
CID: 6018012
The Use of Genetic Testing in the Management and Treatment of Kidney Stones
Laxamana, Trisha; Shekar, Niveda; Goldfarb, David S
The role of genetic testing for kidney stone formers remains incompletely resolved. The purpose of this paper is to review the role of genetics in kidney stone disease and provide guidance on the utility of genetic testing to overall reduce the burden of the disease for our patients. Genetic testing is a send-out laboratory test for most medical centers in the United States. However, access to such testing has been easier with options for genetic kit delivery to health care offices and even conveniently to patients' homes. The rise of genetic testing in medicine has advanced the field of nephrology in general and kidney stones specifically. It is our aim to provide basic knowledge on the approach to kidney stone disease to physicians, especially nephrologists and nephrology fellows, while also considering the appropriateness of genetic testing.
PMID: 42331434
ISSN: 2949-8139
CID: 6055392