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Table 1 Full definitions for each of the phases along the translational research spectrum

From: Classifying publications from the clinical and translational science award program along the translational research spectrum: a machine learning approach

T0

Basic biomedical research: identification of opportunities and approaches to health problems

Includes preclinical and animal studies

May or may not consider a particular disease process

May include human subjects, but does not include interventions with human subjects

Goal is to understand the human condition and environment as it exists

Focuses on understanding biological, social and behavioral mechanisms that underlie health or disease

 Defining mechanisms, biomarkers, targets for therapeutic development; drug discovery (lead molecule screening, optimization, formulation); prototyping; physical assessments (radiology, laboratory, biopsy)

 Can include non-interventional, correlational epidemiologic studies using existing large data sets

Studies mechanisms or derive modifications of cells, proteins, and DNA present in human disease processes

Identifies functional significance and mechanisms of genomic polymorphisms identified by human genome-wide association studies

T1

Translation to humans: seeks to move fundamental discovery into health application; provide clinical insights

Involves proof of concept studies

Includes Phase 1 clinical trials

 Healthy subjects or select population of patients

 Small sample size

 Tests for safety

Focuses on new methods of diagnosis, treatment, and prevention

Takes place in highly controlled research settings

T2

Translation to patients: health application to implications for evidence-based practice guidelines

Involves controlled clinical research studies which may lead to the basis for clinical application and evidence-based guidelines

Yields knowledge about the efficacy of interventions in highly-controlled/protocol-driven settings

Goal is to identify and analyze the optimal effects of an intervention on the human condition or environment

Phase 2 clinical trials—focus on safety and efficacy (dose-response)

 Select population of patients

 Relatively large sample size

Phase 3 clinical trials—focus on safety and efficacy

 Select population of patients

 Special groups of patients (ex. renal failure)

T3

Translation to practice: practice guidelines to health practices

Includes comparative effectiveness, pragmatic clinical trials, community based participatory research, dissemination and implementation research, and clinical outcomes research, post-marketing analysis (Phase 4)

Health services research, including reasons for gaps in care and delivery of recommended and timely care to the right patient

Meta-analyses, and systematic reviews involving interventions

Development and implementation of evidenced-based guidelines, policies, and best practices

T4

Translation to communities: health practice to population health impact, providing communities with the optimal intervention

Includes population-level outcomes research: population monitoring of morbidity, mortality, benefits, and risks

Focuses on wider dissemination/implementation of improved practices/interventions (taking to scale)

Focuses on impacts of policy and/or environmental change

Studies focusing on disease prevention through lifestyle and behavioral modifications

Documents “real-world” health outcomes of population health practices associated with improved disease prevention and reduced medical costs

Results in true benefit to society