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Global Gene Expression Software Market Research Report 2025

Published Date: July 2025

Report Code: QYRE-Auto-30E12408

Global Gene Expression Software Industry Research Report Growth Trends and Competitive Analysis 2022 2028

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Global Gene Expression Software Market Research Report 2025

Code: QYRE-Auto-30E12408

Report

July 2025

Pages:78

QYResearch

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DESCRIPTION

TABLE OF CONTENT

TABLES & FIGURES

FEATURED COMPANIES

Agilent Technologies

QIAGEN Digital Insights

SAS (JMP Genomics)

DNASTAR Inc

Illumina Inc

Qlucore

Gene Expression Software Market Size

The global market for Gene Expression Software was valued at US$ 141 million in the year 2024 and is projected to reach a revised size of US$ 237 million by 2031, growing at a CAGR of 7.8% during the forecast period.

Gene Expression Software Market

Gene expression software refers to specialized computer programs and tools designed for the analysis and interpretation of gene expression data. It enables researchers to extract meaningful insights from transcriptomic data generated through techniques like microarrays or high-throughput sequencing. Gene expression software facilitates data preprocessing, normalization, statistical analysis, differential gene expression analysis, pathway enrichment analysis, and visualization of gene expression patterns. It aids in understanding the activity levels of genes, identifying differentially expressed genes between conditions, elucidating molecular mechanisms, and uncovering potential biomarkers or therapeutic targets associated with various biological processes, diseases, or drug responses.

The industry trend in gene expression software revolves around several key aspects. Firstly, there is a growing focus on integrating multiple analysis techniques within a single software platform, allowing researchers to perform comprehensive transcriptomic analyses, including differential expression, co-expression, and network analyses. Secondly, there is an increasing demand for user-friendly interfaces and intuitive workflows to cater to researchers with varying levels of expertise. Thirdly, the industry is witnessing advancements in data visualization techniques and interactive graphical representations to facilitate the exploration and interpretation of complex gene expression datasets. Additionally, with the rise in multi-omics studies, there is a trend towards integrating gene expression software with other -omics data, such as genomics or proteomics, to enable integrative analyses and a deeper understanding of biological systems. Lastly, there is an increasing focus on cloud-based or web-based solutions that offer scalable data storage, collaboration, and efficient computational resources, making gene expression software more accessible and efficient for researchers globally.

This report aims to provide a comprehensive presentation of the global market for Gene Expression Software, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Gene Expression Software.

The Gene Expression Software market size, estimations, and forecasts are provided in terms of and revenue ($ millions), considering 2024 as the base year, with history and forecast data for the period from 2020 to 2031. This report segments the global Gene Expression Software market comprehensively. Regional market sizes, concerning products by Type, by Application, and by players, are also provided.

For a more in-depth understanding of the market, the report provides profiles of the competitive landscape, key competitors, and their respective market ranks. The report also discusses technological trends and new product developments.

The report will help the Gene Expression Software companies, new entrants, and industry chain related companies in this market with information on the revenues for the overall market and the sub-segments across the different segments, by company, by Type, by Application, and by regions.

Market Segmentation

Scope of Gene Expression Software Market Report

Report Metric	Details
Report Name	Gene Expression Software Market
Accounted market size in year	US$ 141 million
Forecasted market size in 2031	US$ 237 million
CAGR	7.8%
Base Year	year
Forecasted years	2025 - 2031
Segment by Type	Web-based Cloud-based
Segment by Application	Hospitals and Health Systems Research Organizations Others
By Region	North America (United States, Canada) Europe (Germany, France, UK, Italy, Russia) Rest of Europe Nordic Countries Asia-Pacific (China, Japan, South Korea) Southeast Asia (India, Australia) Rest of Asia Latin America (Mexico, Brazil) Rest of Latin America Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of MEA)
By Company	Agilent Technologies, QIAGEN Digital Insights, SAS (JMP Genomics), DNASTAR, Inc, Illumina, Qlucore
Forecast units	USD million in value
Report coverage	Revenue and volume forecast, company share, competitive landscape, growth factors and trends

Chapter Outline

Chapter 1: Introduces the report scope of the report, executive summary of different market segments (by Type, by Application, etc), including the market size of each market segment, future development potential, and so on. It offers a high-level view of the current state of the market and its likely evolution in the short to mid-term, and long term.
Chapter 2: Introduces executive summary of global market size, regional market size, this section also introduces the market dynamics, latest developments of the market, the driving factors and restrictive factors of the market, the challenges and risks faced by companies in the industry, and the analysis of relevant policies in the industry.
Chapter 3: Detailed analysis of Gene Expression Software company competitive landscape, revenue market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by Type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by Application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6, 7, 8, 9, 10: North America, Europe, Asia Pacific, Latin America, Middle East and Africa segment by country. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space, and capacity of each country in the world.
Chapter 11: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 12: The main points and conclusions of the report.

FAQ for this report

How fast is Gene Expression Software Market growing?

Ans: The Gene Expression Software Market witnessing a CAGR of 7.8% during the forecast period 2025-2031.

What is the Gene Expression Software Market size in 2031?

Ans: The Gene Expression Software Market size in 2031 will be US$ 237 million.

Who are the main players in the Gene Expression Software Market report?

Ans: The main players in the Gene Expression Software Market are Agilent Technologies, QIAGEN Digital Insights, SAS (JMP Genomics), DNASTAR, Inc, Illumina, Qlucore

What are the Application segmentation covered in the Gene Expression Software Market report?

Ans: The Applications covered in the Gene Expression Software Market report are Hospitals and Health Systems, Research Organizations, Others

What are the Type segmentation covered in the Gene Expression Software Market report?

Ans: The Types covered in the Gene Expression Software Market report are Web-based, Cloud-based

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1 Report Overview

1.1 Study Scope

1.2 Market Analysis by Type

1.2.1 Global Gene Expression Software Market Size Growth Rate by Type: 2020 VS 2024 VS 2031

1.2.2 Web-based

1.2.3 Cloud-based

1.3 Market by Application

1.3.1 Global Gene Expression Software Market Growth by Application: 2020 VS 2024 VS 2031

1.3.2 Hospitals and Health Systems

1.3.3 Research Organizations

1.3.4 Others

1.4 Assumptions and Limitations

1.5 Study Objectives

1.6 Years Considered

2 Global Growth Trends

2.1 Global Gene Expression Software Market Perspective (2020-2031)

2.2 Global Gene Expression Software Growth Trends by Region

2.2.1 Global Gene Expression Software Market Size by Region: 2020 VS 2024 VS 2031

2.2.2 Gene Expression Software Historic Market Size by Region (2020-2025)

2.2.3 Gene Expression Software Forecasted Market Size by Region (2026-2031)

2.3 Gene Expression Software Market Dynamics

2.3.1 Gene Expression Software Industry Trends

2.3.2 Gene Expression Software Market Drivers

2.3.3 Gene Expression Software Market Challenges

2.3.4 Gene Expression Software Market Restraints

3 Competition Landscape by Key Players

3.1 Global Top Gene Expression Software Players by Revenue

3.1.1 Global Top Gene Expression Software Players by Revenue (2020-2025)

3.1.2 Global Gene Expression Software Revenue Market Share by Players (2020-2025)

3.2 Global Gene Expression Software Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

3.3 Global Key Players Ranking by Gene Expression Software Revenue

3.4 Global Gene Expression Software Market Concentration Ratio

3.4.1 Global Gene Expression Software Market Concentration Ratio (CR5 and HHI)

3.4.2 Global Top 10 and Top 5 Companies by Gene Expression Software Revenue in 2024

3.5 Global Key Players of Gene Expression Software Head office and Area Served

3.6 Global Key Players of Gene Expression Software, Product and Application

3.7 Global Key Players of Gene Expression Software, Date of Enter into This Industry

3.8 Mergers & Acquisitions, Expansion Plans

4 Gene Expression Software Breakdown Data by Type

4.1 Global Gene Expression Software Historic Market Size by Type (2020-2025)

4.2 Global Gene Expression Software Forecasted Market Size by Type (2026-2031)

5 Gene Expression Software Breakdown Data by Application

5.1 Global Gene Expression Software Historic Market Size by Application (2020-2025)

5.2 Global Gene Expression Software Forecasted Market Size by Application (2026-2031)

6 North America

6.1 North America Gene Expression Software Market Size (2020-2031)

6.2 North America Gene Expression Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

6.3 North America Gene Expression Software Market Size by Country (2020-2025)

6.4 North America Gene Expression Software Market Size by Country (2026-2031)

6.5 United States

6.6 Canada

7 Europe

7.1 Europe Gene Expression Software Market Size (2020-2031)

7.2 Europe Gene Expression Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

7.3 Europe Gene Expression Software Market Size by Country (2020-2025)

7.4 Europe Gene Expression Software Market Size by Country (2026-2031)

7.5 Germany

7.6 France

7.7 U.K.

7.8 Italy

7.9 Russia

7.10 Nordic Countries

8 Asia-Pacific

8.1 Asia-Pacific Gene Expression Software Market Size (2020-2031)

8.2 Asia-Pacific Gene Expression Software Market Growth Rate by Region: 2020 VS 2024 VS 2031

8.3 Asia-Pacific Gene Expression Software Market Size by Region (2020-2025)

8.4 Asia-Pacific Gene Expression Software Market Size by Region (2026-2031)

8.5 China

8.6 Japan

8.7 South Korea

8.8 Southeast Asia

8.9 India

8.10 Australia

9 Latin America

9.1 Latin America Gene Expression Software Market Size (2020-2031)

9.2 Latin America Gene Expression Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

9.3 Latin America Gene Expression Software Market Size by Country (2020-2025)

9.4 Latin America Gene Expression Software Market Size by Country (2026-2031)

9.5 Mexico

9.6 Brazil

10 Middle East & Africa

10.1 Middle East & Africa Gene Expression Software Market Size (2020-2031)

10.2 Middle East & Africa Gene Expression Software Market Growth Rate by Country: 2020 VS 2024 VS 2031

10.3 Middle East & Africa Gene Expression Software Market Size by Country (2020-2025)

10.4 Middle East & Africa Gene Expression Software Market Size by Country (2026-2031)

10.5 Turkey

10.6 Saudi Arabia

10.7 UAE

11 Key Players Profiles

11.1 Agilent Technologies

11.1.1 Agilent Technologies Company Details

11.1.2 Agilent Technologies Business Overview

11.1.3 Agilent Technologies Gene Expression Software Introduction

11.1.4 Agilent Technologies Revenue in Gene Expression Software Business (2020-2025)

11.1.5 Agilent Technologies Recent Development

11.2 QIAGEN Digital Insights

11.2.1 QIAGEN Digital Insights Company Details

11.2.2 QIAGEN Digital Insights Business Overview

11.2.3 QIAGEN Digital Insights Gene Expression Software Introduction

11.2.4 QIAGEN Digital Insights Revenue in Gene Expression Software Business (2020-2025)

11.2.5 QIAGEN Digital Insights Recent Development

11.3 SAS (JMP Genomics)

11.3.1 SAS (JMP Genomics) Company Details

11.3.2 SAS (JMP Genomics) Business Overview

11.3.3 SAS (JMP Genomics) Gene Expression Software Introduction

11.3.4 SAS (JMP Genomics) Revenue in Gene Expression Software Business (2020-2025)

11.3.5 SAS (JMP Genomics) Recent Development

11.4 DNASTAR, Inc

11.4.1 DNASTAR, Inc Company Details

11.4.2 DNASTAR, Inc Business Overview

11.4.3 DNASTAR, Inc Gene Expression Software Introduction

11.4.4 DNASTAR, Inc Revenue in Gene Expression Software Business (2020-2025)

11.4.5 DNASTAR, Inc Recent Development

11.5 Illumina

11.5.1 Illumina Company Details

11.5.2 Illumina Business Overview

11.5.3 Illumina Gene Expression Software Introduction

11.5.4 Illumina Revenue in Gene Expression Software Business (2020-2025)

11.5.5 Illumina Recent Development

11.6 Qlucore

11.6.1 Qlucore Company Details

11.6.2 Qlucore Business Overview

11.6.3 Qlucore Gene Expression Software Introduction

11.6.4 Qlucore Revenue in Gene Expression Software Business (2020-2025)

11.6.5 Qlucore Recent Development

12 Analyst's Viewpoints/Conclusions

13 Appendix

13.1 Research Methodology

13.1.1 Methodology/Research Approach

13.1.1.1 Research Programs/Design

13.1.1.2 Market Size Estimation

13.1.1.3 Market Breakdown and Data Triangulation

13.1.2 Data Source

13.1.2.1 Secondary Sources

13.1.2.2 Primary Sources

13.2 Author Details

13.3 Disclaimer

FEATURED COMPANIES

Agilent Technologies

QIAGEN Digital Insights

SAS (JMP Genomics)

DNASTAR Inc

Illumina Inc

Qlucore

List of Tables

Table 1. Global Gene Expression Software Market Size Growth Rate by Type (US$ Million): 2020 VS 2024 VS 2031

Table 2. Key Players of Web-based

Table 3. Key Players of Cloud-based

Table 4. Global Gene Expression Software Market Size Growth by Application (US$ Million): 2020 VS 2024 VS 2031

Table 5. Global Gene Expression Software Market Size by Region (US$ Million): 2020 VS 2024 VS 2031

Table 6. Global Gene Expression Software Market Size by Region (2020-2025) & (US$ Million)

Table 7. Global Gene Expression Software Market Share by Region (2020-2025)

Table 8. Global Gene Expression Software Forecasted Market Size by Region (2026-2031) & (US$ Million)

Table 9. Global Gene Expression Software Market Share by Region (2026-2031)

Table 10. Gene Expression Software Market Trends

Table 11. Gene Expression Software Market Drivers

Table 12. Gene Expression Software Market Challenges

Table 13. Gene Expression Software Market Restraints

Table 14. Global Gene Expression Software Revenue by Players (2020-2025) & (US$ Million)

Table 15. Global Gene Expression Software Market Share by Players (2020-2025)

Table 16. Global Top Gene Expression Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Gene Expression Software as of 2024)

Table 17. Ranking of Global Top Gene Expression Software Companies by Revenue (US$ Million) in 2024

Table 18. Global 5 Largest Players Market Share by Gene Expression Software Revenue (CR5 and HHI) & (2020-2025)

Table 19. Global Key Players of Gene Expression Software, Headquarters and Area Served

Table 20. Global Key Players of Gene Expression Software, Product and Application

Table 21. Global Key Players of Gene Expression Software, Date of Enter into This Industry

Table 22. Mergers & Acquisitions, Expansion Plans

Table 23. Global Gene Expression Software Market Size by Type (2020-2025) & (US$ Million)

Table 24. Global Gene Expression Software Revenue Market Share by Type (2020-2025)

Table 25. Global Gene Expression Software Forecasted Market Size by Type (2026-2031) & (US$ Million)

Table 26. Global Gene Expression Software Revenue Market Share by Type (2026-2031)

Table 27. Global Gene Expression Software Market Size by Application (2020-2025) & (US$ Million)

Table 28. Global Gene Expression Software Revenue Market Share by Application (2020-2025)

Table 29. Global Gene Expression Software Forecasted Market Size by Application (2026-2031) & (US$ Million)

Table 30. Global Gene Expression Software Revenue Market Share by Application (2026-2031)

Table 31. North America Gene Expression Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 32. North America Gene Expression Software Market Size by Country (2020-2025) & (US$ Million)

Table 33. North America Gene Expression Software Market Size by Country (2026-2031) & (US$ Million)

Table 34. Europe Gene Expression Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 35. Europe Gene Expression Software Market Size by Country (2020-2025) & (US$ Million)

Table 36. Europe Gene Expression Software Market Size by Country (2026-2031) & (US$ Million)

Table 37. Asia-Pacific Gene Expression Software Market Size Growth Rate by Region (US$ Million): 2020 VS 2024 VS 2031

Table 38. Asia-Pacific Gene Expression Software Market Size by Region (2020-2025) & (US$ Million)

Table 39. Asia-Pacific Gene Expression Software Market Size by Region (2026-2031) & (US$ Million)

Table 40. Latin America Gene Expression Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 41. Latin America Gene Expression Software Market Size by Country (2020-2025) & (US$ Million)

Table 42. Latin America Gene Expression Software Market Size by Country (2026-2031) & (US$ Million)

Table 43. Middle East & Africa Gene Expression Software Market Size Growth Rate by Country (US$ Million): 2020 VS 2024 VS 2031

Table 44. Middle East & Africa Gene Expression Software Market Size by Country (2020-2025) & (US$ Million)

Table 45. Middle East & Africa Gene Expression Software Market Size by Country (2026-2031) & (US$ Million)

Table 46. Agilent Technologies Company Details

Table 47. Agilent Technologies Business Overview

Table 48. Agilent Technologies Gene Expression Software Product

Table 49. Agilent Technologies Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 50. Agilent Technologies Recent Development

Table 51. QIAGEN Digital Insights Company Details

Table 52. QIAGEN Digital Insights Business Overview

Table 53. QIAGEN Digital Insights Gene Expression Software Product

Table 54. QIAGEN Digital Insights Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 55. QIAGEN Digital Insights Recent Development

Table 56. SAS (JMP Genomics) Company Details

Table 57. SAS (JMP Genomics) Business Overview

Table 58. SAS (JMP Genomics) Gene Expression Software Product

Table 59. SAS (JMP Genomics) Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 60. SAS (JMP Genomics) Recent Development

Table 61. DNASTAR, Inc Company Details

Table 62. DNASTAR, Inc Business Overview

Table 63. DNASTAR, Inc Gene Expression Software Product

Table 64. DNASTAR, Inc Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 65. DNASTAR, Inc Recent Development

Table 66. Illumina Company Details

Table 67. Illumina Business Overview

Table 68. Illumina Gene Expression Software Product

Table 69. Illumina Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 70. Illumina Recent Development

Table 71. Qlucore Company Details

Table 72. Qlucore Business Overview

Table 73. Qlucore Gene Expression Software Product

Table 74. Qlucore Revenue in Gene Expression Software Business (2020-2025) & (US$ Million)

Table 75. Qlucore Recent Development

Table 76. Research Programs/Design for This Report

Table 77. Key Data Information from Secondary Sources

Table 78. Key Data Information from Primary Sources

Table 79. Authors List of This Report

List of Figures

Figure 1. Gene Expression Software Picture

Figure 2. Global Gene Expression Software Market Size Comparison by Type (2020-2031) & (US$ Million)

Figure 3. Global Gene Expression Software Market Share by Type: 2024 VS 2031

Figure 4. Web-based Features

Figure 5. Cloud-based Features

Figure 6. Global Gene Expression Software Market Size by Application (2020-2031) & (US$ Million)

Figure 7. Global Gene Expression Software Market Share by Application: 2024 VS 2031

Figure 8. Hospitals and Health Systems Case Studies

Figure 9. Research Organizations Case Studies

Figure 10. Others Case Studies

Figure 11. Gene Expression Software Report Years Considered

Figure 12. Global Gene Expression Software Market Size (US$ Million), Year-over-Year: 2020-2031

Figure 13. Global Gene Expression Software Market Size, (US$ Million), 2020 VS 2024 VS 2031

Figure 14. Global Gene Expression Software Market Share by Region: 2024 VS 2031

Figure 15. Global Gene Expression Software Market Share by Players in 2024

Figure 16. Global Top Gene Expression Software Players by Company Type (Tier 1, Tier 2, and Tier 3) & (based on the Revenue in Gene Expression Software as of 2024)

Figure 17. The Top 10 and 5 Players Market Share by Gene Expression Software Revenue in 2024

Figure 18. North America Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 19. North America Gene Expression Software Market Share by Country (2020-2031)

Figure 20. United States Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 21. Canada Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 22. Europe Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 23. Europe Gene Expression Software Market Share by Country (2020-2031)

Figure 24. Germany Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 25. France Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 26. U.K. Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 27. Italy Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 28. Russia Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 29. Nordic Countries Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 30. Asia-Pacific Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 31. Asia-Pacific Gene Expression Software Market Share by Region (2020-2031)

Figure 32. China Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 33. Japan Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 34. South Korea Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 35. Southeast Asia Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 36. India Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 37. Australia Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 38. Latin America Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 39. Latin America Gene Expression Software Market Share by Country (2020-2031)

Figure 40. Mexico Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 41. Brazil Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 42. Middle East & Africa Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 43. Middle East & Africa Gene Expression Software Market Share by Country (2020-2031)

Figure 44. Turkey Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 45. Saudi Arabia Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 46. UAE Gene Expression Software Market Size YoY Growth (2020-2031) & (US$ Million)

Figure 47. Agilent Technologies Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 48. QIAGEN Digital Insights Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 49. SAS (JMP Genomics) Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 50. DNASTAR, Inc Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 51. Illumina Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 52. Qlucore Revenue Growth Rate in Gene Expression Software Business (2020-2025)

Figure 53. Bottom-up and Top-down Approaches for This Report

Figure 54. Data Triangulation

Figure 55. Key Executives Interviewed

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