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Bangari, Laxmi Raj

0009-0006-4404-0559

Mayo Clinic

Mayo Clinic in Florida

Citations 2

Discharge AI-ECG-Derived Age and Incidence of Cardiac Allograft Vasculopathy at 3 Years: A Pilot Study
Muniz, Andrea , Khand, Yugant , Yadav, Vidit , Desai, Aarti , Bangari, Laxmi Raj , Dadwal, Surbhi, Ruiz, Jose, Leventhal, Devora, Goswami, Rohan , Goswami, Rohan M , Desai, Aarti , Dadwal, Surbhi , Ruiz, Jose

Journal of Cardiovascular Development and Disease | August 20, 2026 | Volume: 13 | Issue: 8 | Pages: 400

10.3390/jcdd13080400 Get It

Cardiac allograft vasculopathy (CAV) remains a leading cause of graft failure after heart transplantation, yet an early, non-invasive risk stratification tool is not available. Artificial intelligence electrocardiography (AI-ECG) can estimate biological heart age, and it has been associated with cardiovascular risk. Its deviation with chronological age, called delta age, and its utility in the prediction of CAV has never been explored. We conducted a retrospective single-center study for heart transplant recipients bridged with Impella 5.5 (Abiomed, Danvers, MA, USA) at Mayo Clinic Florida (2020–2023). ΔAge was calculated at discharge and 1-year post-transplant. The primary outcome was confirmed CAV at 1 year. Univariate and multivariable logistic regression models were used to assess the independent association between the ΔAge and the development of CAV, with discrimination evaluated by AUC and internally validated via bootstrap resampling (2000 iterations). Fifty patients were reviewed. CAV developed in 13 (26%) patients in 3 years. CAV+ patients had a significantly higher ΔAge at discharge compared to CAV- patients (median −1.0 vs. −11.0 years, p = 0.0023) and at 1 year (median +7.0 vs. −4.0 years, p = 0.0080). On univariate analysis, ΔAge at discharge was a significant predictor of the development of CAV (OR 1.084 per year, AUC 0.788). On multivariable adjustment, ΔAge at discharge remained an independent predictor (adjusted OR 1.138, 95% CI 1.023–1.265, p = 0.018, and model AUC 0.859). ΔAge at discharge is a novel and potential predictor of the development of CAV within 3 years. These findings support the integration of AI-ECG into post-transplant surveillance as a scalable, low-cost tool.
Time Is Key: Early Diagnosis of Post-Transplant Lymphoproliferative Disorder Presenting as Primary CNS Diffuse Large B-Cell Lymphoma
Altunbas, Asli , Desai, Aarti, Muniz, Andrea , Alasi, Hussien , Chaudhary, Rajvi, Bangari, Laxmi Raj , Dadwal, Surbhi, Ruiz, Jose, Leoni, Juan , Hammack, Julie, Powers, H. R. , Foran, James, Goswami, Rohan , Desai, Aarti , Desai, Aarti , Al-Asi, Hussien , Powers, Harry R , Leoni, Juan Carlos , Goswami, Rohan M , Dadwal, Surbhi , Ruiz, Jose , Hammack, Julie E.

Current Oncology | June 4, 2026 | Volume: 33 | Issue: 6 | Pages: 333

10.3390/curroncol33060333 Get It

Post-transplant lymphoproliferative disorder (PTLD) involving the central nervous system (CNS) is a rare but serious life-threatening complication seen in recipients of solid organ transplant. Primary CNS encompasses 5–15% of all types of PTLD diagnoses, and heart transplant recipients represent 3–5% of those reported cases. Diagnosis is often delayed due to the highly variable presentation, with some cases remaining undiagnosed for years. Multidisciplinary collaboration is crucial for early diagnosis and management. A 53-year-old woman patient presented with altered mental status. MRI revealed nodular ventriculitis and bilateral periventricular hyperdense infiltrates. CSF studies demonstrated lymphocytic pleocytosis, elevated protein, and EBV-PCR-positive results. A stereotactic brain needle biopsy confirmed the presence of EBV-positive diffuse large B-cell lymphoma, consistent with primary CNS PTLD, 14 months after her heart transplant. Despite appropriate management, the patient experienced progressive neurological decline and ultimately suffered a fatal intracerebral hemorrhage. We demonstrate the importance of the early diagnosis and variable presentation of post-heart-transplant PTLD. The importance of surveillance regardless of EBV status and close monitoring of disease progression due to potential life-threatening complications, such as fatal hemorrhages. Therefore, primary CNS-PTLD remains a challenging disease and is being increasingly recognized with improved transplant recipient survival and prolonged exposure to chronic immunosuppression.