Evidence map›Paper›PMID 42368844›Full record

ArticleFrontiers in cardiovascular medicine2026

Patterns and risk factors of hyperkalemia recurrence among heart failure patients.

Christopher G Rowan, Geraldine Francisco, Raymond C Chang, K Arnold Chan, Ravi Dhingra

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Article in Frontiers in cardiovascular medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Christopher G RowanCOHRDATA, INC, San Clemente, CA, United States.
Geraldine FranciscoUS Medical, Biopharmaceuticals, AstraZeneca, Wilmington, DE, United States.
Raymond C ChangUS Medical, Biopharmaceuticals, AstraZeneca, Wilmington, DE, United States.
K Arnold ChanTriNetX, LLC, Cambridge, MA, United States.
Ravi DhingraDivision of Cardiovascular Medicine, Froedtert and Medical College of Wisconsin, Milwaukee, WI, United States.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hyperkalemia, a life-threatening electrolyte condition, is linked to arrhythmias and sudden death, but evidence on its recurrence in heart failure (HF) patients is limited. Methods: We conducted a cohort study using de-identified EHR data from TriNetX Dataworks USA (study period: January 1, 2019, to June 30, 2023). HF patients who experienced hyperkalemia were included. Study outcomes included the percentage experiencing recurrent hyperkalemia (K+ >5.0 mmol/L), number and timing of recurrences, and K+ at each recurrence. Risk factors for hyperkalemia recurrence were identified using multivariable logistic regression and validated with Monte Carlo simulation. Subgroup analyses were performed for patients without baseline CKD (i.e., eGFR >60 mL/min/1.73 m² and no CKD/ESRD diagnosis). Results: The study cohort comprised 15,512 patients (median age 68 years, 42.3% female, 60.5% White, 21.4% Black). Within 12 months, recurrent hyperkalemia was commonly observed in the full cohort (49.5%) and No-CKD subgroup (37.3%). Mean number of recurrences was 2.5 and 2.0, respectively; mean K+ at each recurrence was ∼5.5 mmol/L; and time to recurrence decreased with each successive event. Significant risk factors for recurrence included history of hyperkalemia (OR 2.3, 95% CI: 2.1-2.5), hypertension, advanced CKD, immunosuppressant therapy, and malignancy. Conclusions: In this real-world cohort of HF patients, hyperkalemia recurrence was common regardless of renal function status, with increasing frequency and decreasing time intervals between subsequent recurrences. History of hyperkalemia was the strongest risk factor for recurrent hyperkalemia. Further research focused on hyperkalemia management in HF patients is warranted to prevent future recurrences and improve patient outcomes.

Indexed as

heart failurehyperkalemiapredictors of recurrencereal world data (RWD)risk factors

Identifiers

PMID42368844
PMCPMC13296537

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