Author

Nikolay Borisov

National Academy of Sciences of ArmeniaORCID 0000-0002-1671-5524Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Cancer Biology· 1

Signature Assays, Organisms & Methods

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Research Focus:batch correction / integration· 1 Approach:benchmark study· 1 Research Focus:benchmarking· 1 Assay:bulk RNA-seq· 1 Organism:human· 1 Research Focus:imputation· 1 Research Focus:software / tool· 1

Frequent Co-Authors

Alexander A. NesmeloviD· 1 shared Alexander BagaeviD· 1 shared Alexandr Zaitsev· 1 shared Anatoly S. BobeiD· 1 shared Andrey KravetsiD· 1 shared Arsen ArakelyaniD· 1 shared Daniil M. NikitiniD· 1 shared Maria SavchenkoiD· 1 shared

Activity by Year

2026-2026 · peak 1/yr

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10 top collaborators · 45 mutual co-author links

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1 shared paperCancer Biology

Alexander A. NesmelovORCID

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1 paper

Recent·Most cited

Cancer BiologybioRxivPreprintSep 17, 2026

✦ In-depth digest

Benchmarking of bulk transcriptomic harmonization tools in a multi-platform B-cell lymphoma cohort identifies feature-specific quantile normalization and surrogate variable analysis as top-performing methods

Daniil M. Nikitin, Nikolay Borisov, Maria Savchenko…·Arsen Arakelyan

Across 7,174 multi-platform lymphoma transcriptomes, only surrogate variable analysis and feature-specific quantile normalization corrected batch effects while keeping subtype and normal B-cell differences; top-scoring MNN erased biomarker correlations.

1 citation

humanbulk RNA-seq

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