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  4. From Cell Atlases to Action: Turning Single-Cell Data Into Better Drug Discovery Decisions

From Cell Atlases to Action: Turning Single-Cell Data Into Better Drug Discovery Decisions

Cell atlases have transformed how we see cellular diversity. The next challenge is turning that resolution into information that can genuinely influence drug discovery.

Writing for Drug Discovery News, Dr Soni Mohapatra of Novogene Europe looks at how single-cell approaches can help researchers move beyond identifying cell populations to asking which states drive disease, which respond to intervention and which should influence target, model and biomarker decisions.

The feature explores how single-cell profiling can uncover rare or treatment-responsive populations hidden within bulk measurements, while perturbation studies can begin to connect observed cell states with function. It also considers how spatial and multiomics approaches can add tissue context and further biological evidence.

But greater resolution alone is not enough. Study design, biological replication, representative models and clearly defined questions remain essential if single-cell findings are to translate into meaningful discovery decisions.

Read the full article
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Human Whole Genome SequencingWhole Exome SequencingPlant and Animal Whole Genome SequencingPlant and Animal De novo SequencingDNA Methylation SequencingmRNA SequencingFull-Length Transcriptome SequencingWhole Transcriptome SequencingMetatranscriptome SequencingShotgun Metagenomics SequencingAmplicon SequencingWhole Plasmid Sequencing10X Single Cell Gene Expression10X Single Cell Immune Profiling10X Visium HD Spatial Gene ExpressionOlink ProteomicsUntargeted MetabolomicsAccredited & Validated Clinical Research Sequencing
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Copyright © 2026 Novogene Inc. All rights reserved.For Research Use Only. Not for Clinical Diagnostic Use.
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Novogene Europe
  • Novogene Europe
  • Genomics
    • Human Whole Genome Sequencing
    • Whole Exome Sequencing
    • Plant and Animal Whole Genome Sequencing
    • Plant and Animal De novo Sequencing
    • Microbial Whole Genome Sequencing
    • Microbial De novo Sequencing
    • Whole Plasmid SequencingOrder Online!
    Proteomics
    • Olink ProteomicsNew!
    Epigenomics
    • DNA Methylation SequencingUpdated!
    • Chromatin Immunoprecipitation Sequencing (ChIP-seq)
    • RNA Immunoprecipitation Sequencing (RIP-seq)
    Metabolomics
    • Untargeted MetabolomicsNew!
    Transcriptomics
    • mRNA Sequencing
    • Small RNA Sequencing (sRNA‑seq)
    • Circular RNA Sequencing (circRNA-seq)
    • Total RNA Sequencing
    • Whole Transcriptome Sequencing
    • Full-Length Transcriptome Sequencing
    • Prokaryotic RNA Sequencing
    • Metatranscriptome Sequencing
    Metagenomics
    • Amplicon SequencingOrder Online!
    • Shotgun Metagenomics Sequencing
    Single Cell & Spatial Omics
    • 10x Single Cell Gene Expression
    • 10x Single Cell Immune Profiling
    • 10x Visium HD Spatial Gene Expression
    Premade Library
    • Sequencing Only on Illumina® Sequencer
    • Sequencing Only on Element SequencerNew!
    • Sequencing Only on PacBio Sequencer
    Translational Research
    • Accredited & Validated Clinical Research Sequencing
  • PromotionsPromotions
    • Platforms
    • Automated Delivery Platform (Falcon)
    • Bioinformatics Analysis Tool (NovoMagic)
    • Customer Service System (CSS)
    • Customer Support
    • Webinars
    • Case Study
    • Blog
    • Brochure
    • Cancer Research
    • Immuno-oncology
    • Agrigenomics
    • Environment
    • Food Science
    • Human Microbiome
    • Plant and Animal Microbiome
    • Drug Discovery and Development
    • Rare and Complex Diseases
    • About Us
    • News & Events
    • Careers
    • Our Locations
  • Contact UsContact Us
    • Amplicon Sequencing
    • Whole Plasmid Sequencing
  1. Home
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  3. News & Events
  4. From Cell Atlases to Action: Turning Single-Cell Data Into Better Drug Discovery Decisions

From Cell Atlases to Action: Turning Single-Cell Data Into Better Drug Discovery Decisions

Cell atlases have transformed how we see cellular diversity. The next challenge is turning that resolution into information that can genuinely influence drug discovery.

Writing for Drug Discovery News, Dr Soni Mohapatra of Novogene Europe looks at how single-cell approaches can help researchers move beyond identifying cell populations to asking which states drive disease, which respond to intervention and which should influence target, model and biomarker decisions.

The feature explores how single-cell profiling can uncover rare or treatment-responsive populations hidden within bulk measurements, while perturbation studies can begin to connect observed cell states with function. It also considers how spatial and multiomics approaches can add tissue context and further biological evidence.

But greater resolution alone is not enough. Study design, biological replication, representative models and clearly defined questions remain essential if single-cell findings are to translate into meaningful discovery decisions.

Read the full article
Explore related services

Discover Novogene Europe’s single-cell immune profiling and single-cell gene expression solutions for investigating immune-cell states, cellular heterogeneity and complex biological responses.

ServicesServices menu

ResourcesResources menu

SupportSupport menu

CompanyCompany menu

Services
Human Whole Genome SequencingWhole Exome SequencingPlant and Animal Whole Genome SequencingPlant and Animal De novo SequencingDNA Methylation SequencingmRNA SequencingFull-Length Transcriptome SequencingWhole Transcriptome SequencingMetatranscriptome SequencingShotgun Metagenomics SequencingAmplicon SequencingWhole Plasmid Sequencing10X Single Cell Gene Expression10X Single Cell Immune Profiling10X Visium HD Spatial Gene ExpressionOlink ProteomicsUntargeted MetabolomicsAccredited & Validated Clinical Research Sequencing
Resources
WebinarsCase StudyBlogBrochure
Support
PlatformBioinformatics Analysis Tool (NovoMagic)Customer Service System (CSS)Customer Support
Company
About UsNews & EventsLocationContact Us
LinkedInLinkedIn hoverYouTubeYouTube hoverInstagramInstagram hoverXX hover
Copyright © 2026 Novogene Inc. All rights reserved.For Research Use Only. Not for Clinical Diagnostic Use.
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