Author

Soumya Lipsa Rath

National Institute of Technology WarangalORCID 0000-0003-0767-3016Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Biophysics· 1 Genomics· 1

Signature Assays, Organisms & Methods

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Organism:human· 2 Assay:bulk RNA-seq· 1 Approach:deep learning· 1 Research Focus:differential expression· 1 Research Focus:dimensionality reduction· 1 Research Focus:gene regulatory network inference· 1 Approach:machine learning (classical)· 1 Assay:protein structure· 1

Frequent Co-Authors

Pratibha SinghiD· 1 shared Shristi Tanaya· 1 shared

Activity by Year

2026-2026 · peak 2/yr

Co-Author Collaboration Network

2 top collaborators · 0 mutual co-author links

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1 shared paperGenomics

Pratibha SinghORCID

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2 papers

Recent·Most cited

BiophysicsbioRxivPreprintOct 10, 2026

Chain-Length-Dependent Interactions of Polyethylene Nanoplastics with Human Catalase reveals Size based Nanoplastic Toxicity

Shristi Tanaya, Soumya Lipsa Rath

This study investigates how different lengths of polyethylene nanoplastics interact with human catalase, showing that shorter chains are more likely to inhibit the enzyme.

DOI 10.64898/2026.10.08.757803

humanprotein structure

𝕏 PostBluesky

GenomicsMetabolic Brain DiseasePeer-reviewedJul 20, 2026

Neural Network-Enhanced Investigation of Ferroptosis and Druggability in Early-Onset Alzheimers Disease

Pratibha Singh, Soumya Lipsa Rath

This study identifies ferroptosis-related biomarkers in early-onset Alzheimer's disease using machine learning and develops a diagnostic model with high AUC-ROC values.

DOI 10.1007/s11011-026-01939-0

humanbulk RNA-seq

𝕏 PostBluesky