NIH Highlighted Topic: Enhancing Data Usage and Utility to Advance Biomedical Research
Below is a brief summary. Please check the full solicitation before applying (link in resources section).
Executive Summary:
The National Institutes of Health (NIH) is encouraging innovative research focused on maximizing the utilization of publicly accessible, high-quality datasets to enhance reproducibility, enable data-driven hypothesis generation, and accelerate scientific discovery. This highlighted topic aims to advance computational methods, novel biostatistical approaches, and privacy-preserving strategies that turn NIH's substantial investments in data infrastructure and FAIR data management into improved disease prevention, diagnosis, and treatment.
NIH notes that while multiple institutes have independently invested in demonstrating the value of data sharing and reuse, greater strategic alignment and coordination across NIH is needed to address ongoing data underutilization. NIH is particularly interested in projects that develop AI/ML methods for data discovery and integration across distributed ecosystems, enhance rigor and reproducibility through cross-cohort validation, and implement privacy-preserving strategies such as federated learning and differential privacy to enable responsible data sharing.
Areas of interest include secondary analyses elucidating tumor initiation and therapeutic resistance mechanisms, harmonizing eye imaging modalities across devices and institutions, leveraging genomic and multi-omic datasets to improve rare disease diagnostic yield, secondary analyses of longitudinal cohorts to identify drivers of Alzheimer's disease and aging-related conditions, integrating clinical and omics data using established cohorts like All of Us and ABCD to study alcohol use disorder, harmonizing datasets for arthritis and musculoskeletal disease research, leveraging environmental exposure and geospatial data for exposome characterization, and incorporating sex as a biological variable and developing female-specific common data elements across research designs.
Note: as with prior topics, this is a Highlighted Topic rather than a standalone NOFO, so applicants apply through an appropriate NIH Parent Funding Announcement or other broad opportunity on Grants.gov rather than a dedicated solicitation with its own SBIR/STTR dollar figures.
This highlighted topic is supported by an unusually broad coalition of ICOs, including the National Cancer Institute (NCI), National Center for Complementary and Integrative Health (NCCIH), National Eye Institute (NEI), National Human Genome Research Institute (NHGRI), National Institute on Aging (NIA), National Institute on Alcohol Abuse and Alcoholism (NIAAA), National Institute of Arthritis and Musculoskeletal and Skin Diseases (NIAMS), National Institute on Drug Abuse (NIDA), National Institute of Dental and Craniofacial Research (NIDCR), National Institute of Diabetes and Digestive and Kidney Diseases (NIDDK), National Institute of Environmental Health Sciences (NIEHS), National Institute of Mental Health (NIMH), National Library of Medicine (NLM), Office of Data Science Strategy (ODSS), and Office of Research on Women's Health (ORWH), reflecting how central secondary data analysis and data infrastructure have become across nearly every NIH institute's research priorities.
How much funding would I receive?
Awards provide up to $323,090 for Phase I projects (up to 2 years) and $2,153,927 for Phase II projects (up to 3 years). Some topics approved by NIH may exceed these limits. Fast-Track and Phase IIB (follow-on) options allow continuous or extended funding beyond Phase II.
What could I use the funding for?
Funding may support the research, development, validation, and commercialization of technologies, clinical tools, software platforms, and evidence-based interventions related to augmentative and alternative communication (AAC).
Eligible activities may include:
Development of speech-generating devices and AAC communication platforms
AI and machine learning tools for adaptive communication support
Personalized AAC assessment and recommendation systems
Precision measurement tools for tracking communication outcomes
Digital health platforms supporting AAC users and caregivers
Literacy instruction technologies for AAC users
Mobile applications supporting non-speaking and minimally verbal individuals
Predictive analytics and communication profiling systems
User-centered design and accessibility research for AAC technologies
Tools supporting communication partner engagement and training
Clinical software for AAC implementation and therapy management
Mixed-methods research platforms for communication needs analysis
Technologies supporting lifelong AAC adaptation and personalization
Remote monitoring and telehealth solutions for speech and communication therapy
Assistive technologies supporting autism, ALS, cerebral palsy, and related conditions
Research evaluating quality-of-life and well-being outcomes for AAC users
Prototype development, validation studies, and usability testing
Commercialization planning and implementation strategy development
Funding may also support personnel, software development, usability studies, clinical testing, cloud infrastructure, AI model development, accessibility design, data collection, intellectual property protection, regulatory preparation, and commercialization activities necessary to advance a scalable and commercially viable AAC solution aligned with NIH priorities.
Are there any additional benefits I would receive?
Beyond the formal funding award, awardees gain several strategic advantages:
Government Validation and Credibility:
Being selected for an NIH-backed SBIR grant signals technical excellence and alignment with national health and biomedical priorities. This validation builds investor and partner confidence.Enhanced Visibility and Market Recognition:
Awardees are featured in NIH and HHS announcements, helping attract partnerships, media attention, and future contracting opportunities.Access to the Federal Innovation Ecosystem:
Recipients join a national network of researchers and agencies advancing life science innovation, often opening doors to collaborations with NIH laboratories and federal health programs.Stronger Commercial and Exit Potential:
By maturing technology through nondilutive funding, companies strengthen valuation, de-risk commercialization, and increase attractiveness for acquisition or follow-on private investment.
What is the timeline to apply and when would I receive funding?
Applications are accepted each year on January 5th, April 5th, and September 5th. Funding is received approximately 9 months after submission.
Where does this funding come from?
Funding comes from the U.S. Department of Health and Human Services, with statutory set-asides requiring NIH, CDC, and FDA to devote portions of their extramural R&D budgets (3.2% for SBIR, 0.45% for STTR) to support small business innovation.
Who is eligible to apply?
Applicants must be U.S. small business concerns (SBCs) that:
Are organized for profit with a U.S. place of business.
Have ≤ 500 employees including affiliates.
Are > 50% owned by U.S. citizens or permanent residents, qualifying U.S. entities, or combinations thereof.
What companies and projects are likely to win?
Projects that demonstrate:
A clear unmet medical or public-health need,
Strong scientific rationale and feasibility,
High commercialization potential, supported by a realistic market and regulatory strategy, and
Alignment with an NIH Institute’s or CDC/FDA Center’s specific research mission (e.g., infectious disease, digital health, diagnostics, therapeutics, or data analytics).
Competitive applicants often have an early prototype, preliminary data, and a defined path to market adoption.
Are there any restrictions I should know about?
Companies must complete multiple federal registrations (SAM.gov, Grants.gov, eRA Commons, SBA Company Registry) before applying.
Foreign entities are not eligible.
Disclosure of foreign affiliations and compliance with national security screening are mandatory. Currently we do not recommend any sort of foreign affiliation.
How long will it take me to prepare an application?
For a first-time applicant, preparing a competitive submission will likely take 120–200 hours in total.
How can BW&CO help?
Our team specializes in complex federal R&D proposals and can:
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