Gene Expression Profiling

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Introduction Microarray vs. RNA-seq Analysis Pipeline Brochure

Gene expression profiling is a powerful technique used to analyze gene activity across thousands of cells simultaneously, providing a global view of cellular function. This method allows for the identification of new drug targets by comparing gene expression between treated and untreated cells, facilitating the evaluation of treatment-related phenotypic changes at the molecular level. Gene expression profiling is particularly valuable for studying the tumor microenvironment, identifying target cells, and advancing drug discovery.

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Gene Expression Profiling. (Creative Biolabs Authorized)

Creative Biolabs offers comprehensive gene expression profiling services, leveraging extensive expertise across molecular biology, genetics, and bioinformatics. Our team is proficient in advanced techniques such as DNA microarrays, transcriptomics sequencing, digital PCR, and real-time PCR, enabling us to provide customized solutions tailored to each client’s project needs. We focus on selecting and optimizing the most appropriate technology for each research goal, ensuring accurate and high-quality results.

Microarray Analysis vs. RNA-seq Analysis

Aspect

Microarray Analysis

RNA-seq Analysis

Technology

hybridization-based techniques

predefined probes

sequencing technology

capture and quantify RNA transcripts

Platforms

  • Affymetrix - a pioneer in microarray technology
  • Agilent - an integrated, flexible, open approach
  • Illumina - a highly reproducible, multiplex efficient, and cost-effective option
  • Next-generation sequencing (NGS)
  • Single cell sequencing
  • In situ sequencing of fixed tissue

Applications

Suitable forgene expression studies that focus on:

  • Well-annotated genomes
  • Predefined targets

Suitable for discovering novel genes:

  • Novel genes discovery 
  • Alternative splicing events
  • Entire transcriptomes analysis

Scope of Analysis

Narrow, limited to known genes or transcriptsthatpresent in the microarray probes

Broad, both known and novel transcripts, including isoforms and alternative splicing

Data Output 

(Whether predefined probes are required?)

Yes, it provides relative gene expression levels based on predefined probes

No, it offers absolute quantification of RNA transcripts without relying on predefined probes.

Sensitivity

Suitable for high-abundance transcripts

High sensitivity forlow-abundance transcripts andnovel RNA species

Cost & Time

Cost-effective and faster

Comparatively expensive and time-consuming

Other issues

(Post-Transcriptional Modifications)

  • Post-transcriptional modifications(alternative splicing)
  • Post-transcriptional modifications (alternative splicing)
  • Mutations

Microarray analysis and RNA-seq analysis can be applied to a wide range of organisms, including humans, mice, and rats. Microarray analysis is ideal for quick and cost-effective studies where the focus is on known gene expression profiles, while RNA-seq analysis offers deeper insights, detecting novel transcripts and providing base-pair resolution, making it suitable for more comprehensive and exploratory studies. Creative Biolabs is professional in recommending the best-fit solutions according to your specific requirements. If you hesitate about choosing the more suitable method and want to get more customized suggestions for your research, please feel free to contact us.

Analysis Pipeline

  • Array Data Extraction
  • Detectable Signal
  • Data Normalization
  • Quantile
  • Statistical Testing
  • P-value Calculation
  • RNA-seq Analysis
  • Test Enrichment calculation
  • Final Report

Why Choose Us?

  • Applicable to various species
    Tailored solutions for humans, mice, rats, and other model organisms. 
  • Streamlined process
    Standard genome-wide expression analysis for you. 
  • Custom array design and validation
    Tailored  solutions from method determination to final analysis. 
  • Professional support
    Expert technical support throughout the project to ensure high repeatability, efficiency, and cost-effectiveness.

For Research Use Only | Not For Clinical Use

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