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Novogene
  • Novogene
  • 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

    Metagenomics

    • Shotgun Metagenomics Sequencing
    • Amplicon Sequencing

    Transcriptomics

    • mRNA Sequencing
    • Swift & Express mRNA Sequencing New!
    • Full-Length Transcriptome Sequencing
    • Prokaryotic RNA Sequencing
    • Metatranscriptome Sequencing
    • Total RNA Sequencing
    • Small RNA Sequencing (sRNA‑seq)
    • Whole Transcriptome Sequencing

    Single Cell & Spatial Omics

    • 10x Single Cell Gene Expression
    • Illumina PIP-seq Single Cell 3’ RNA Sequencing New!
    • Spatial Transcriptomics Sequencing New!

    Epigenomics

    • Whole Genome Bisulfite Sequencing (WGBS)
    • Enzymatic Methylation Sequencing
    • Directed Methylation Sequencing (DM-Seq) New!
    • RNA Immunoprecipitation Sequencing (RIP-seq)
    • Chromatin Immunoprecipitation Sequencing (ChIP-seq)
    • Cleavage Under Targets & Tagmentation (CUT&Tag) New!
    • Assay for Transposase-Accessible Chromatin with Sequencing (ATAC-seq)
    • Reduced Representation Bisulfite Sequencing (RRBS)

    Proteomics

    • Quantitative Proteomics New!
    • PTM Proteomics New!
    • Olink Proteomics New!

    Metabolomics

    • Untargeted Metabolomics

    Premade Library

    • Sequencing Only on Illumina Sequencer
    • Sequencing Only on Ultima Sequencer
  • PromotionsPromotions
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    • Service & Support
    • Automated Delivery Platform (Falcon)
    • Bioinformatics Analysis Tool (NovoMagic)
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    • Cancer Research
    • Immuno-oncology
    • Agrigenomics
    • Environment
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    • Human Microbiome
    • Plant and Animal Microbiome
    • Drug Discovery and Development
    • Rare and Complex Diseases
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  • Contact UsContact Us
    • mRNA Sequencing
    • Illumina Lane Sequencing

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Services
mRNA SequencingSwift & Express mRNA SequencingTotal RNA SequencingHuman Whole Genome SequencingWhole Exome Sequencing10x Single Cell Gene ExpressionIllumina PIP-seq Single Cell 3’ RNA SequencingSpatial Transcriptomics SequencingWhole Genome Bisulfite Sequencing (WGBS)Quantitative ProteomicsUntargeted MetabolomicsShotgun Metagenomics SequencingMetatranscriptome SequencingSequencing Only on Illumina SequencerSequencing Only on Ultima SequencerFull-Length Transcriptome SequencingChromatin Immunoprecipitation Sequencing (ChIP-seq)
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About UsOur LocationsNews & EventsCareers
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Contact Us
Service Support
Automated Delivery Platform (Falcon)Bioinformatics Analysis Tool (NovoMagic)Customer Service System (CSS)
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Copyright © 2026 Novogene Corporation Inc. All rights reserved. For Research Use Only.
    • Cart
    • Quote
    • Inquiry
    • Cart
    • Quote
    • Inquiry
Novogene
  • Novogene
  • 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

    Metagenomics

    • Shotgun Metagenomics Sequencing
    • Amplicon Sequencing

    Transcriptomics

    • mRNA Sequencing
    • Swift & Express mRNA Sequencing New!
    • Full-Length Transcriptome Sequencing
    • Prokaryotic RNA Sequencing
    • Metatranscriptome Sequencing
    • Total RNA Sequencing
    • Small RNA Sequencing (sRNA‑seq)
    • Whole Transcriptome Sequencing

    Single Cell & Spatial Omics

    • 10x Single Cell Gene Expression
    • Illumina PIP-seq Single Cell 3’ RNA Sequencing New!
    • Spatial Transcriptomics Sequencing New!

    Epigenomics

    • Whole Genome Bisulfite Sequencing (WGBS)
    • Enzymatic Methylation Sequencing
    • Directed Methylation Sequencing (DM-Seq) New!
    • RNA Immunoprecipitation Sequencing (RIP-seq)
    • Chromatin Immunoprecipitation Sequencing (ChIP-seq)
    • Cleavage Under Targets & Tagmentation (CUT&Tag) New!
    • Assay for Transposase-Accessible Chromatin with Sequencing (ATAC-seq)
    • Reduced Representation Bisulfite Sequencing (RRBS)

    Proteomics

    • Quantitative Proteomics New!
    • PTM Proteomics New!
    • Olink Proteomics New!

    Metabolomics

    • Untargeted Metabolomics

    Premade Library

    • Sequencing Only on Illumina Sequencer
    • Sequencing Only on Ultima Sequencer
  • PromotionsPromotions
    • Platforms
    • Service & Support
    • Automated Delivery Platform (Falcon)
    • Bioinformatics Analysis Tool (NovoMagic)
    • Customer Service System (CSS)
    • Case Study
    • Blog
    • Webinar
    • 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
    • Our Locations
    • News & Events
    • Careers
  • Contact UsContact Us
    • mRNA Sequencing
    • Illumina Lane Sequencing

ServicesServices menu

CompanyCompany menu

Contact UsContact Us menu

Service SupportService Support menu

Services
mRNA SequencingSwift & Express mRNA SequencingTotal RNA SequencingHuman Whole Genome SequencingWhole Exome Sequencing10x Single Cell Gene ExpressionIllumina PIP-seq Single Cell 3’ RNA SequencingSpatial Transcriptomics SequencingWhole Genome Bisulfite Sequencing (WGBS)Quantitative ProteomicsUntargeted MetabolomicsShotgun Metagenomics SequencingMetatranscriptome SequencingSequencing Only on Illumina SequencerSequencing Only on Ultima SequencerFull-Length Transcriptome SequencingChromatin Immunoprecipitation Sequencing (ChIP-seq)
Company
About UsOur LocationsNews & EventsCareers
Contact Us
Contact Us
Service Support
Automated Delivery Platform (Falcon)Bioinformatics Analysis Tool (NovoMagic)Customer Service System (CSS)
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Copyright © 2026 Novogene Corporation Inc. All rights reserved. For Research Use Only.
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Illumina PIP-seq Single Cell 3’ RNA Sequencing

Cost-Effective Single-Cell Services. High-quality data and comprehensive analysis for your research needs.
OverviewOverview
BenefitsBenefits
ApplicationsApplications
SpecificationsSpecifications
ResourcesResources

Illumina Single Cell 3’ RNA Technology employs cell barcoding and UMI-based quantification to efficiently capture poly(A)+ transcripts at single-cell resolution, ensuring precise and reproducible gene expression measurements for each individual cell. Sequencing outputs are processed through the DRAGEN pipeline to produce standardized gene-by-cell expression matrices that are fully compatible with leading downstream analysis platforms such as Seurat and Scanpy.


The Illumina Single Cell platform includes scalable configurations (T2, T10, T20, and T100) to accommodate varying project sizes and throughput requirements. At Novogene, we currently deliver this workflow using the Illumina T10 platform, providing standardized library preparation, scalable throughput, and consistent performance across projects.


To further assess platform performance, Novogene conducted an internal benchmarking study evaluating gene detection sensitivity, UMI distribution, mapping efficiency, and clustering consistency across single-cell platforms. The findings demonstrated strong concordance in transcriptomic resolution and downstream analytical compatibility. Detailed benchmarking results are available in our technical poster.

Why Partner with Novogene for Illumina Single Cell 3' RNA Sequencing?

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Why Partner with Novogene for Illumina Single Cell 3' RNA Sequencing?

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Applications of scRNA-Seq in Research and Medicine

scRNA-seq has become a powerful tool supporting a wide range of research areas, including:

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Applications of scRNA-Seq in Research and Medicine

scRNA-seq has become a powerful tool supporting a wide range of research areas, including:

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Specifications

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Specifications

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Resources

Demo Results

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Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

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Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

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Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

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1/2
Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

Image
Image
1/1
Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

Image
Image
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Image
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Image
1/6
Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

Image
Image
Image
Image
1/2
Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

Image
Image
1/1
Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

Image
Image
Image
Image
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1/6
Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

Poster

Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview

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Isoform Sequencing (Full-length Transcrip Sequencing)
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Our platform offers tailored solutions for

your unique experimental needs, ensuring a seamless experience from project design to data delivery.

 
 
 
 
 
 
 
 
 
 
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Illumina PIP-seq Single Cell 3’ RNA Sequencing

Cost-Effective Single-Cell Services. High-quality data and comprehensive analysis for your research needs.
OverviewOverview
BenefitsBenefits
ApplicationsApplications
SpecificationsSpecifications
ResourcesResources

Illumina Single Cell 3’ RNA Technology employs cell barcoding and UMI-based quantification to efficiently capture poly(A)+ transcripts at single-cell resolution, ensuring precise and reproducible gene expression measurements for each individual cell. Sequencing outputs are processed through the DRAGEN pipeline to produce standardized gene-by-cell expression matrices that are fully compatible with leading downstream analysis platforms such as Seurat and Scanpy.


The Illumina Single Cell platform includes scalable configurations (T2, T10, T20, and T100) to accommodate varying project sizes and throughput requirements. At Novogene, we currently deliver this workflow using the Illumina T10 platform, providing standardized library preparation, scalable throughput, and consistent performance across projects.


To further assess platform performance, Novogene conducted an internal benchmarking study evaluating gene detection sensitivity, UMI distribution, mapping efficiency, and clustering consistency across single-cell platforms. The findings demonstrated strong concordance in transcriptomic resolution and downstream analytical compatibility. Detailed benchmarking results are available in our technical poster.

Why Partner with Novogene for Illumina Single Cell 3' RNA Sequencing?

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Why Partner with Novogene for Illumina Single Cell 3' RNA Sequencing?

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Deep Technical Experience

Our teams bring extensive hands-on experience in transcriptomic sequencing projects, ensuring robust experimental design, precise execution, and dependable data generation across a broad range of research applications.

Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Advanced Sample Handling Support

We provide flexible sample preparation options, including nuclei isolation and tailored workflows for frozen specimens. These approaches enable reliable single-cell gene expression profiling from complex or preservation-sensitive samples.


Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Integrated End-to-End Illumina Workflow

From sample preparation and library construction to NovaSeq™ X Plus sequencing and DRAGEN-enabled analysis, Novogene provides a streamlined single-cell workflow for efficient and reliable project delivery.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Efficient and Practical Approach

Designed as a streamlined single-cell solution, this service balances performance and affordability. Optimized laboratory procedures and scalable sequencing capacity allow researchers to obtain high-resolution cellular insights within practical budget considerations.

Applications of scRNA-Seq in Research and Medicine

scRNA-seq has become a powerful tool supporting a wide range of research areas, including:

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Applications of scRNA-Seq in Research and Medicine

scRNA-seq has become a powerful tool supporting a wide range of research areas, including:

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Cancer Research

Resolving cellular heterogeneity within the tumor microenvironment to uncover cancer mechanisms and therapeutic targets.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Immunology

Mapping immune cell diversity and revealing the molecular mechanisms underlying immune regulation and dysfunction.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Neuroscience

Deciphering development and regulatory networks to identify potential therapeutic targets for neurological diseases.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Developmental Biology

Charting cell lineage and developmental trajectories to elucidate the mechanisms of organ formation and tissue differentiation.

Specifications

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Specifications

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sample Requirements

Sample amounts are listed for reference only. Download the Sample Submission Guidelines to learn more. For detailed information, please contact us with your customized requests.


Sample type preferences may vary based on sequencing requirements and sample compatibility.

CategorySupported Options
SpeciesHuman, Mouse, Rat, Other species*
Sample Type**Fresh/Frozen Cell and Tissue
*Contact us for species-specific recommendations and tissue type guidance.
**Sample type preferences may vary based on sequencing requirements and sample compatibility.

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Sequencing and Analysis

Recommended data outputs and analysis contents displayed are for reference only. For detailed information, please contact us with your customized requests.

Sequencing PlatformIllumina NovaSeq Xplus
Read LengthPaired End (PE) 150 bp
Data Analysis CapabilityDRAGEN AnalysisDemultiplex BCL files from a sequencer into FASTQs.
Alignment, UMI counting, Metrics summary.
Standard AnalysisSequencing Summary
Alignment Summary
Cell Calling and UMI counting
Quality Control Summary
Identification of High Variable Genes (HVGs)
Principal Components Analysis (PCA)
Dimensionality Reduction and UMAP/tSNE Visualization
Marker Gene Detection and Visualization
Enrichment Analysis and Annotation of Marker Genes
Advanced AnalysisCell Type Annotation
DGE and Functional Annotation and Enrichment Analysis

 

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Service Workflow Overview

We support an end-to-end suite of services to ensure that our clients gets the best quality data – This includes a pre-project consultation with our application experts in experimental design, subsequent sample preparation, library construction, sequencing, data quality assurance, and bioinformatics analysis.

Service Workflow Overview

Resources

Demo Results

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Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

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Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

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Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

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Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

Image
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1/1
Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

Image
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1/6
Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

Image
Image
Image
Image
1/2
Cell Clusters

Explore cellular heterogeneity through UMAP and t-SNE visualizations of distinct cell populations.

Image
Image
1/1
Expression Pattern of Marker Genes

Heatmaps reveal cluster-specific expression patterns of key marker genes.

Image
Image
Image
Image
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1/6
Expression Level of Marker Genes

Violin plots illustrate the distribution of marker gene expression across cell clusters.

Poster

Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview
Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.
(Novogene conducted comprehensive internal benchmarking to validate the performance and consistency of the Illumina single-cell workflow.)
Preview

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