Evidence base

Publications that support medication-response intelligence.

Source-linked research across medication exposure, adherence, pharmacogenomics, AI, biomedical informatics, and translational omics.

Featured evidence

Featured medication-response evidence.

Featured records emphasize Phenomics Health, Precera Bioscience, and the Sano Informed Prescribing evidence lineage across medication exposure, adherence, blood concentration monitoring, and drug-interaction risk.

Evidence library

Full evidence library with article-level links.

Browse the supporting publication set across medication exposure, AI, pharmacogenomics, informatics, and translational biology. Each row links to the article, PubMed or PMC record, DOI, publisher page, preprint, or source PDF.

Medication exposure & adherence

Bioanalytical Assessment of Plasma Concentrations of Angiotensin-Converting Enzyme II Inhibitors and Angiotensin Receptor Blockers: A Pilot Study Among Patients Hospitalized with Acute Heart Failure.

American Journal of Therapeutics · 2019 Nov 10

Medication exposure & adherence

Assessment of patient medication adherence, medical record accuracy, and medication blood concentrations for prescription and over-the-counter medications.

JAMA Network Open · 2018 Nov 2

JAMA Network Open Open article
Medication exposure & adherence

Supratherapeutic Psychotropic Drug Levels in the Emergency Department and Their Association with Delirium Duration: A Preliminary Study.

Journal of the American Geriatrics Society · 2019 Nov

Phenomics-hosted PDF Open article
Medication exposure & adherence

Adherence Assessment Via Comprehensive Identification and Quantitation of Circulating Medications with Significant Correlation to Lower Blood Pressure Observed in Hypertensive Patients.

Hypertension · 2018

Phenomics-hosted PDF Open article
Medication exposure & adherence

Medication adherence, medical record accuracy, and medication exposure in real-world patients using comprehensive medication monitoring.

PLOS One · 2017 Sept 28

PLOS ONE Open article
Medication exposure & adherence

Co-prescription trends in a large cohort of subjects predict substantial drug-drug interactions.

PLOS One · 2015 Mar 4

PLOS ONE Open article
Medication exposure & adherence

Managing psychotropic medications in complex, real-world patients using comprehensive therapeutic Drug Monitoring.

ACS Chemical Neuroscience · 2017

ACS Publications Open article
Medication exposure & adherence

Medication exposure in highly adherent psychiatry patients.

ACS Chemical Neuroscience · 2017 Nov 20

Phenomics-hosted PDF Open article
AI, PGx & informatics

Valproic Acid-Induced Changes of 4D Nuclear Morphology in Astrocyte Cells.

Submitted to bioRxiv and Nature Communications · 2020 June

AI, PGx & informatics

Ketamine’s pharmacogenomic network in human brain contains sub-networks associated with glutamate neurotransmission and with neuroplasticity.

Submitted to bioRxiv · 2020 April

Translational omics & acute care

Early single-dose treatment with exosomes provides neuroprotection and improves blood-brain barrier integrity in swine model of traumatic brain injury and hemorrhagic shock.

Journal of Trauma and Acute Care Surgery · 2020

AI, PGx & informatics

Druggable transcriptional networks in the human neurogenic epigenome: Transcription factors and chromatin remodeling complexes reveal novel drug-disease pathways.

Pharmacological Reviews · 2019

pharmrev.aspetjournals.org Open article
AI, PGx & informatics

Parental allele-specific genome architecture and transcription during the cell cycle

Cell, in press · 2019

AI, PGx & informatics

Robust Segmentation of Lung in Chest X-Ray: Applications in Analysis of Acute Respiratory Distress Syndrome.

Radiology: Artificial Intelligence ScholarOne · 2019

BMC Medical Imaging Open article
AI, PGx & informatics

3D shape modeling for cell nuclear morphological analysis and classification.

Scientific Reports · 2018

ncbi.nlm.nih.gov Open article
AI, PGx & informatics

A similarity-based approach to leverage multi-cohort medical data on the diagnosis and prognosis of Alzheimer’s disease.

GigaScience · 2018

ncbi.nlm.nih.gov Open article
AI, PGx & informatics

Deep learning in pharmacogenomics: from gene regulation to patient stratification.

Pharmacogenomics · 2018

AI, PGx & informatics

Genome architecture mediates transcriptional control of human myogenic reprogramming.

iScience · 2018

ScienceDirect Open article
Translational omics & acute care

Improvement of blood-brain barrier integrity in traumatic brain injury and hemorrhagic shock following treatment with valproic acid and fresh frozen plasma.

Critical Care Medicine · 2018

AI, PGx & informatics

Pharmacogenomics in the Age of GWAS, Omics Atlases, and PheWAS.

arXiv preprint · 2018

Translational omics & acute care

Rapid valproic acid-induced modulation of the traumatic proteome in a porcine model of traumatic brain injury and hemorrhagic shock.

Journal of Surgical Research · 2018

Journal of Surgical Research Open article
AI, PGx & informatics

The pharmacoepigenomics informatics pipeline defines a pathway of novel and known warfarin pharmacogenomics variants.

Pharmacogenomics · 2018

ncbi.nlm.nih.gov Open article
Translational omics & acute care

Transcriptomic changes following valproic acid treatment promote neurogenesis and minimize secondary brain injury.

Journal of Trauma and Acute Care Surgery · 2018

AI, PGx & informatics

Mining the topography and dynamics of the 4D Nucleome to identify novel CNS drug pathways.

Methods · 2017

ScienceDirect Open article
AI, PGx & informatics

Network reconstruction reveals that valproic acid activates neurogenic transcriptional programs in adult brain following traumatic injury.

Pharmaceutical Research · 2017

Springer Nature Open article
Translational omics & acute care

Alterations in the human proteome following administration of valproic acid.

Journal of Trauma and Acute Care Surgery · 2016

AI, PGx & informatics

Stress and Glucocorticoid Receptor Transcriptional Programming in Time and Space: Implications for the Brain-Gut Axis.

Neurogastroenterology and Motility · 2016 Jan 28

AI, PGx & informatics

Linking MedDRA-Coded Clinical Phenotypes to Biological Mechanisms by The Ontology of Adverse Events: A Pilot Study on Tyrosine Kinase Inhibitors.

Journal of Drug Safety · 2016 Mar 22

Springer Nature Open article
AI, PGx & informatics

A glutamatergic network mediates lithium response in bipolar disorder as defined by epigenome pathway analysis.

Pharmacogenomics · 2015

AI, PGx & informatics

Emerging DNA Sequencing Technologies and Applications, In Next Generation Sequencing Informatics, Second Edition.

Oxford University Press. · 2015

Cold Spring Harbor Press Open article
AI, PGx & informatics

Epigenomic mapping and effect sizes of noncoding variants associated with psychotropic drug response.

Pharmacogenomics · 2015

AI, PGx & informatics

The epigenome, 4D Nucleome and next-generation neuropsychiatric pharmacogenomics.

Pharmacogenomics · 2015

Translational omics & acute care

Valproic acid induces prosurvival transcriptomic changes in swine subjected to traumatic injury and hemorrhagic shock.

Journal of Trauma and Acute Care Surgery Oxford · 2018

AI, PGx & informatics

Metab2MeSH: annotating compounds with medical subject headings.

Bioinformatics · 2012

AI, PGx & informatics

Metscape: a Cytoscape plug-in for visualizing and interpreting metabolomic data in the context of human metabolic networks.

Bioinformatics · 2010

Translational omics & acute care

Integrated metabolome and transcriptome analysis of the NCI60 dataset.

BMC Bioinformatics · 2011

AI, PGx & informatics

ConceptGen: a gene set enrichment and gene set relation mapping tool.

Bioinformatics · 2010

AI, PGx & informatics

Michigan molecular interactions r2: from interacting proteins to pathways.

Nucleic Acids Research · 2009

AI, PGx & informatics

Integrating and annotating the interactome using the MiMI plugin for Cytoscape.

Bioinformatics · 2009

Translational omics & response biology

Epigenomics and the Brain-gut Axis: Impact of Adverse Childhood Experiences and Therapeutic Challenges.

Journal of Translational Gastroenterology · 2024 Jun

AI, PGx & informatics

3D Cell Nuclear Morphology: Microscopy Imaging Dataset and Voxel-Based Morphometry Classification Results.

CVPR Workshops · 2018

AI, PGx & informatics

Evaluation of Methods for Cell Nuclear Structure Analysis from Microscopy Data.

AIST Supplementary Proceedings · 2018

CEUR PDF Open article
Translational omics & response biology

Hypothesis: Caco-2 cell rotational 3D mechanogenomic Turing patterns have clinical implications to colon crypts.

PMC source record · source-linked

Medication exposure & adherence

Selective serotonin/serotonin-norepinephrine reuptake inhibitor serum concentrations’ association with delirium duration.

Journal of the American Geriatrics Society · 2024 Nov

Evidence-driven collaboration

Build a medication-response intelligence program with Phenomics.

Connect with the team to discuss clinical programs, payor analytics, health-system deployment, research partnerships, or platform opportunities.

Partner with Phenomics