Author

Rinki Ratnapriya

National Institutes of HealthORCID 0000-0002-0469-4631Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Genetic & Genomic Medicine· 2 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 3 Assay:bulk RNA-seq· 2 Research Focus:GWAS / association mapping· 2 Approach:statistical model· 2 Research Focus:differential expression· 1 Research Focus:gene regulatory network inference· 1 Assay:GWAS summary statistics· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

Alan M. Kwong· 1 shared Alexander J. Brucker· 1 shared Alexis Boleda· 1 shared Anand SwaroopiD· 1 shared Angela Jane CreeiD· 1 shared Anton Orlin· 1 shared Arko BarmaniD· 1 shared Armin WolfiD· 1 shared

Activity by Year

2023-2025 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 22 mutual co-author links

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1 shared paperGenetic & Genomic Medicine

Alan M. Kwong

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3 papers

Recent·Most cited

Genetic & Genomic Medicinenpj Genomic MedicinePeer-reviewedJun 14, 2025

Integrating Explainable Machine Learning and Transcriptomics Data Reveals Cell-Type Specific Immune Signatures Underlying Macular Degeneration

Khang Ma, Hosei Nakajima, Nipa Basak…·Rinki Ratnapriya

The paper uses explainable machine learning on transcriptomics data to identify immune-related genes associated with AMD, highlighting glial cell differences and a novel regulatory variant.

8 citationstop 2%

humanbulk RNA-seq

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Genetic & Genomic MedicineNature GeneticsPeer-reviewedDec 1, 2024

Distinctive cross-ancestry genetic architecture for age-related macular degeneration

Bryan R. Gorman, Georgios Voloudakis, Robert P. Igo…·Srinivas V. Goverdhan

This study identifies 63 AMD risk loci across multiple ancestries, highlighting ancestry-dependent genetic heterogeneity and potential therapeutic targets.

58 citationstop 1%

humanGWAS summary statistics

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GenomicsbioRxivPreprintJun 22, 2023

The retinal RNA editome is concentrated in photoreceptor-specific genes and genetically linked to vision loss

Brendan R. E. Ansell, Roberto Bonelli, S N Thomas…·Melanie Bahlo

The paper identifies RNA editing sites in human retinal transcriptomes and links editing QTLs to retinal diseases.

2 citations

humanbulk RNA-seq

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