# Resource Development Core

> **NIH NIH U54** · UNIVERSITY OF ALABAMA AT BIRMINGHAM · 2024 · $146,418

## Abstract

Innovations to mitigate the global burden of acute kidney injury (AKI) require catalyzers that network
investigators and provide them with resources that facilitate discovery, translation and implementation science
to impact bedside care, improve policy and dismantle health inequalities. The overarching objective of the
Resource Development Core is to incubate novel and strategic approaches to continuously support AKI
research across a diverse universe of investigators in the O'Brien Kidney Consortium. This Core will provide a
dynamic resource and platform to develop, test and refine innovations that could accelerate pre-clinical and
clinical research and then can be offered as part of the Biomedical Resource Cores. The initial focus of this
Core will be centered in advanced and quantitative AKI biological characterization and big data analyses. In the
pre-clinical area, novel analytical approaches in metabolomics and molecular and functional in vivo imaging will
be incubated to probe unique biological characteristics of disease development. In the clinical area, tools for
multi-institutional Electronic Health Record (EHR) data management and harmonization and a novel federated
learning platform to evaluate Artificial Intelligence (AI)-based tools will be developed. These development areas
will be frequently evaluated to assure that the selected tools to be refined or developed are relevant to patients
and investigators, and use the most advanced technologies to maintain high standards of validation,
reproducibility and transferability tailoring the growing investigator's needs with a pathway to be offered in the
Biomedical Cores in the future. To continue to drive innovations in AKI research, the following Specific Aims
are proposed. In Aim 1, we will develop an incubator for novel technologies to support pre-clinical research in
AKI. Specifically, in Aim 1A, we will develop tools for the examination of the disturbed distribution of small
molecules and peptides in AKI. We will develop novel microfluidic methods aimed at high resolution molecular
cartography in kidney tissue. In Aim 1B, we will develop molecular and functional kidney-specific imaging and
image-analysis approaches in pre-clinical animal models of AKI. Probing for longitudinal evaluations of tissue-
scale biological changes with translational positron emission tomography (PET) and magnetic resonance
imaging (MRI) will elucidate key molecular, functional, and anatomical alterations during AKI development and
in response to novel therapeutics. In Aim 2, we will develop an incubator for digital workspace technologies to
support EHR data analyses in AKI. This will include enhancements in existing collaborative digital workspaces
to support EHR data management and harmonization (Aim 2A) and the development of a novel federated multi-
task learning platform to evaluate AI-based tools (Aim 2B). These aims are forward-thinking to enable novel
methodologies to better understand the pathobio...

## Key facts

- **NIH application ID:** 10915663
- **Project number:** 5U54DK137307-02
- **Recipient organization:** UNIVERSITY OF ALABAMA AT BIRMINGHAM
- **Principal Investigator:** Javier A. Neyra
- **Activity code:** U54 (R01, R21, SBIR, etc.)
- **Funding institute:** NIH
- **Fiscal year:** 2024
- **Award amount:** $146,418
- **Award type:** 5
- **Project period:** 2023-09-01 → 2028-06-30

## Primary source

NIH RePORTER: https://reporter.nih.gov/project-details/10915663

## Citation

> US National Institutes of Health, RePORTER application 10915663, Resource Development Core (5U54DK137307-02). Retrieved via AI Analytics 2026-05-23 from https://api.ai-analytics.org/grant/nih/10915663. Licensed CC0.

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