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Incorporating physics to overcome data scarcity in predictive modeling of protein function: a case study of BK channels

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.06.24.546384Source: DataRank Database

Incorporating physics to overcome data scarcity in predictive modeling of protein function: a case study of BK channels is a research paper published in bioRxiv (Cold Spring Harbor Laboratory) (2023). On theSindex it has a DataRank of 0. It has been cited 2 times.

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Enrichment:Funding (5 grants)OA: greenTopics (26)IDs (PubMed, OpenAlex)

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Authors (10)

Guohui Zhang ORCID,Shrishti Barethiya,Nathan Ji ORCID,Kelli White,Lu Han ORCID

Live enrichment

PubMed:37425916 OpenAlex:https://openalex.org/W4382047221

National Institutes of Health

Grant: 5T32GM008515-20

Chemistry Biology Interface Predoctoral Training Grant

National Institutes of Health

Grant: 5R01HL070393-03

Ca2+dependent K+Channels: Allosteric Gating

National Institutes of Health

Grant: 1T32GM139789-01

Chemistry-Biology Interface Predoctoral Training Grant

National Institutes of Health

Grant: 5R01HL142301-02

Mechanism of BK Channel Gating

National Institutes of Health

Grant: 1R35GM144045-01

Disordered Proteins and Dynamic Interactions in Biology and Diseases.

greenLicense: cc-by-nc-nd

repositoryhttps://www.biorxiv.org/content/biorxiv/early/2023/06/26/2023.06.24.546384.full.pdf

publisherhttps://syndication.highwire.org/content/doi/10.1101/2023.06.24.546384

repositoryhttps://doi.org/10.1101/2023.06.24.546384

repositoryhttps://pubmed.ncbi.nlm.nih.gov/37425916

Fields of Study

Ion channel regulation and functionCardiac electrophysiology and arrhythmiasMass Spectrometry Techniques and Applications0206 medical engineering02 engineering and technology

Keywords

GatingScarcityMachine learningArtificial intelligencePhysicsFunction (biology)Computer scienceChannel (broadcasting)Statistical physicsChemistryNeuroscienceBiologyGeneticsModels, MolecularQH301-705.5BiophysicsCalciumLarge-Conductance Calcium-Activated Potassium ChannelsBiology (General)ArticleResearch Article