A highly diverse team imagining the undiscovered

RENAL RESEARCH INSTITUTE

Transforming
patient care
through data-driven
innovation

ABOUT THE RENAL RESEARCH INSTITUTE

The heart of RRI’s capacity for innovation is our ability to examine complex problems through multiple lenses.

The Renal Research Institute (RRI) is an internationally recognized incubator of ideas, treatment processes, and technologies to improve the lives of kidney patients. RRI’s leadership in data analytics, computational biomedicine and AI, as well as our access to a large patient population, accelerates the pace of scientific discoveries and their translation into applied medicine. Our team includes some of the brightest minds from around the world, who, along with their disciplinary expertise, bring a deep understanding of global healthcare issues and challenges.

 

Our Research

We operate at the intersection of clinical data, machine data, and real-world practice, with access to a large patient population and one of the world's largest and richest renal datasets. Our deep connection to the scientific community and to med-tech innovators gives us the rare ability to translate insight into action—quickly, precisely, and meaningfully.

 

Latest Research & News

Latest Research

  • Felix J Meigel, Ana Catalina Alvarez-Elías, Rasha Hussein, Doris H Fuertinger

    RESULTSWeight and mGFR exhibited different maturation trajectories. Despite guideline-based weight-normalized gentamicin dosing, substantial variation in target attainment was observed. Peak target attainment increased from 34.2% to 70.0%. Trough target attainment increased from < 10% to > 90%, peaking around 2 years of age. Marked age-related heterogeneity persisted within infants: trough target attainment increased > 65% in one year. Sensitivity analyses indicated that exposure was more responsive to changes in glomerular filtration than to weight.CONCLUSIONSGlomerular filtration maturation is a dominant driver of aminoglycoside exposure in early life. Standard weight-based dosing does not ensure target attainment across the pediatric age range. This supports the development of physiology-informed, model-based dosing strategies accounting for glomerular filtration maturation to improve efficacy while reducing toxicity risks.BACKGROUNDKidney function determines aminoglycoside clearance in early life, but its maturation is insufficiently reflected in weight- and age-based dosing. Using in silico studies, we evaluate how kidney function maturation and growth influence aminoglycoside exposure and associated toxicity risks across pediatric development.METHODSWe performed an in silico pharmacokinetic study using a two-compartment model parameterized from pediatric data. Age-homogeneous virtual term-born pediatric cohorts (1 day to 12 years; total N = 10,000) were generated from WHO growth standards and reference values for measured glomerular filtration rates (mGFR). Primary analyses simulated guideline gentamicin dosing (4 mg/kg every 24 h in neonates, 7 mg/kg every 24 h in infants/children) and assessed peak (8-12, 15-20 mg/L) and trough (< 1, < 0.5 mg/L) targets on days 1-10. Amikacin and tobramycin were evaluated in secondary analyses.

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Program

LATEST EPISODE

Beyond the Equation | Dr. Amaka Eneanya on Kidney Function, Clinical Change, and Communication

March 2, 2026

In this episode of Frontiers in Kidney Medicine and Biointelligence, host Len Usvyat, MD, is joined by Amaka Eneanya, MD, MPH, FASN, Adjunct Professor of Medicine at Emory University School of Medicine and former Chief Transformation Officer at Emory Healthcare. Dr. Eneanya reflects on kidney function estimation, the evolution of clinical tools in nephrology, and the role of communication, patient perspectives, and digital platforms in shaping medical discourse. This episode offers an in-depth discussion on how research findings move from theory into real-world clinical practice.