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Complementary DNA Microarray Global Market Insights 2023, Analysis and Forecast to 2028, by Manufacturers, Regions, Technology, Product Type

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    Report

  • 106 Pages
  • July 2023
  • Region: Global
  • Prof Research
  • ID: 5691190
Description Jump to:

Quick Summary:

Dive into the intricate and ever-evolving world of Complementary DNA Microarray with our comprehensive market research report. Uncover key industry insights and seize opportunities that lay in this globally expanding market. Our report provides a detailed analysis of market growth, encompassing the period until 2028, strategically positioning you for future market developments.

This report delivers an in-depth geographical analysis, covering key regions such as North America, South America, Asia & Pacific, Europe, and MEA. Not only that, we delve into specific countries within these regions, including the United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil. We have also included detailed competitive analysis of both major and minor players in the Complementary DNA Microarray market, providing a comprehensive view of the competitive landscape.

Armed with invaluable information such as company profiles, SWOT analyses, sales volumes, revenues, prices, gross margins, and market shares, you are ensured a panoramic view of the market. Whether your interests lie in gene expression, genotyping or genome cytogenetics, our report provides you with the answers you seek.

This report describes the global market size of Complementary DNA Microarray from 2018 to 2022 and its CAGR from 2018 to 2022, and also forecasts its market size to the end of 2028 and its CAGR from 2023 to 2028.

For the geography segment, regional supply, demand, major players, price is presented from 2018 to 2028.

This report covers the following regions:

  • North America
  • South America
  • Asia & Pacific
  • Europe
  • MEA
The key countries for each region are also included such as the United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil etc.

For the competitor segment, the report includes global key players of Complementary DNA Microarray as well as some small players.

The information for each competitor includes:

  • Company Profile
  • Main Business Information
  • SWOT Analysis
  • Sales Volume, Revenue, Price and Gross Margin
  • Market Share

Types Segment:

  • Gene expression
  • Genotyping
  • Genome cytogenetics

Companies Covered:

  • Illumnia
  • Affymetrix
  • Agilent
  • Scienion AG
  • Applied Microarrays
  • Arrayit
  • Sengenics
  • Biometrix Technology
  • Savyon Diagnostics
  • WaferGen
Base Year: 2023
Historical Data: from 2018 to 2022
Forecast Data: from 2023 to 2028


This product will be delivered within 1-3 business days.

Table of Contents

Chapter 1 Executive SummaryChapter 2 Abbreviation and Acronyms
Chapter 3 Preface
3.1 Research Scope
3.2 Research Sources
3.2.1 Data Sources
3.2.2 Assumptions
3.3 Research Method
Chapter 4 Market Landscape
4.1 Market Overview
4.2 Classification/Types
4.3 Application/End Users
Chapter 5 Market Trend Analysis
5.1 Introduction
5.2 Drivers
5.3 Restraints
5.4 Opportunities
5.5 Threats
5.6 Covid-19 Impact
Chapter 6 Industry Chain Analysis
6.1 Upstream/Suppliers Analysis
6.2 Complementary Dna Microarray Analysis
6.2.1 Technology Analysis
6.2.2 Cost Analysis
6.2.3 Market Channel Analysis
6.3 Downstream Buyers/End Users
Chapter 7 Latest Market Dynamics
7.1 Latest News
7.2 Merger and Acquisition
7.3 Planned/Future Project
7.4 Policy Dynamics
Chapter 8 Trading Analysis
8.1 Export of Complementary Dna Microarray by Region
8.2 Import of Complementary Dna Microarray by Region
8.3 Balance of Trade
Chapter 9 Historical and Forecast Complementary Dna Microarray Market in North America (2018-2028)
9.1 Complementary Dna Microarray Market Size
9.2 Complementary Dna Microarray Demand by End Use
9.3 Competition by Players/Suppliers
9.4 Type Segmentation and Price
9.5 Key Countries Analysis
9.5.1 United States
9.5.2 Canada
9.5.3 Mexico
Chapter 10 Historical and Forecast Complementary Dna Microarray Market in South America (2018-2028)
10.1 Complementary Dna Microarray Market Size
10.2 Complementary Dna Microarray Demand by End Use
10.3 Competition by Players/Suppliers
10.4 Type Segmentation and Price
10.5 Key Countries Analysis
10.5.1 Brazil
10.5.2 Argentina
10.5.3 Chile
10.5.4 Peru
Chapter 11 Historical and Forecast Complementary Dna Microarray Market in Asia & Pacific (2018-2028)
11.1 Complementary Dna Microarray Market Size
11.2 Complementary Dna Microarray Demand by End Use
11.3 Competition by Players/Suppliers
11.4 Type Segmentation and Price
11.5 Key Countries Analysis
11.5.1 China
11.5.2 India
11.5.3 Japan
11.5.4 South Korea
11.5.5 Southeast Asia
11.5.6 Australia
Chapter 12 Historical and Forecast Complementary Dna Microarray Market in Europe (2018-2028)
12.1 Complementary Dna Microarray Market Size
12.2 Complementary Dna Microarray Demand by End Use
12.3 Competition by Players/Suppliers
12.4 Type Segmentation and Price
12.5 Key Countries Analysis
12.5.1 Germany
12.5.2 France
12.5.3 United Kingdom
12.5.4 Italy
12.5.5 Spain
12.5.6 Belgium
12.5.7 Netherlands
12.5.8 Austria
12.5.9 Poland
12.5.10 Russia
Chapter 13 Historical and Forecast Complementary Dna Microarray Market in MEA (2018-2028)
13.1 Complementary Dna Microarray Market Size
13.2 Complementary Dna Microarray Demand by End Use
13.3 Competition by Players/Suppliers
13.4 Type Segmentation and Price
13.5 Key Countries Analysis
13.5.1 Egypt
13.5.2 Israel
13.5.3 South Africa
13.5.4 Gulf Cooperation Council Countries
13.5.5 Turkey
Chapter 14 Summary For Global Complementary Dna Microarray Market (2018-2023)
14.1 Complementary Dna Microarray Market Size
14.2 Complementary Dna Microarray Demand by End Use
14.3 Competition by Players/Suppliers
14.4 Type Segmentation and Price
Chapter 15 Global Complementary Dna Microarray Market Forecast (2023-2028)
15.1 Complementary Dna Microarray Market Size Forecast
15.2 Complementary Dna Microarray Demand Forecast
15.3 Competition by Players/Suppliers
15.4 Type Segmentation and Price Forecast
Chapter 16 Analysis of Global Key Vendors
16.1 Illumnia
16.1.1 Company Profile
16.1.2 Main Business and Complementary DNA Microarray Information
16.1.3 SWOT Analysis of Illumnia
16.1.4 Illumnia Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.2 Affymetrix
16.2.1 Company Profile
16.2.2 Main Business and Complementary DNA Microarray Information
16.2.3 SWOT Analysis of Affymetrix
16.2.4 Affymetrix Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.3 Agilent
16.3.1 Company Profile
16.3.2 Main Business and Complementary DNA Microarray Information
16.3.3 SWOT Analysis of Agilent
16.3.4 Agilent Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.4 Scienion AG
16.4.1 Company Profile
16.4.2 Main Business and Complementary DNA Microarray Information
16.4.3 SWOT Analysis of Scienion AG
16.4.4 Scienion AG Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.5 Applied Microarrays
16.5.1 Company Profile
16.5.2 Main Business and Complementary DNA Microarray Information
16.5.3 SWOT Analysis of Applied Microarrays
16.5.4 Applied Microarrays Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.6 Arrayit
16.6.1 Company Profile
16.6.2 Main Business and Complementary DNA Microarray Information
16.6.3 SWOT Analysis of Arrayit
16.6.4 Arrayit Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.7 Sengenics
16.7.1 Company Profile
16.7.2 Main Business and Complementary DNA Microarray Information
16.7.3 SWOT Analysis of Sengenics
16.7.4 Sengenics Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.8 Biometrix Technology
16.8.1 Company Profile
16.8.2 Main Business and Complementary DNA Microarray Information
16.8.3 SWOT Analysis of Biometrix Technology
16.8.4 Biometrix Technology Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.9 Savyon Diagnostics
16.9.1 Company Profile
16.9.2 Main Business and Complementary DNA Microarray Information
16.9.3 SWOT Analysis of Savyon Diagnostics
16.9.4 Savyon Diagnostics Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
16.10 WaferGen
16.10.1 Company Profile
16.10.2 Main Business and Complementary DNA Microarray Information
16.10.3 SWOT Analysis of WaferGen
16.10.4 WaferGen Complementary DNA Microarray Sales, Revenue, Price and Gross Margin (2018-2023)
Tables and Figures
Table Abbreviation and Acronyms List
Table Research Scope of Complementary Dna Microarray Report
Table Data Sources of Complementary Dna Microarray Report
Table Major Assumptions of Complementary Dna Microarray Report
Figure Market Size Estimated Method
Figure Major Forecasting Factors
Figure Complementary Dna Microarray Picture
Table Complementary Dna Microarray Classification
Table Complementary Dna Microarray Applications List
Table Drivers of Complementary Dna Microarray Market
Table Restraints of Complementary Dna Microarray Market
Table Opportunities of Complementary Dna Microarray Market
Table Threats of Complementary Dna Microarray Market
Table Covid-19 Impact For Complementary Dna Microarray Market
Table Raw Materials Suppliers List
Table Different Production Methods of Complementary Dna Microarray
Table Cost Structure Analysis of Complementary Dna Microarray
Table Key End Users List
Table Latest News of Complementary Dna Microarray Market
Table Merger and Acquisition List
Table Planned/Future Project of Complementary Dna Microarray Market
Table Policy of Complementary Dna Microarray Market
Table 2018-2028 Regional Export of Complementary Dna Microarray
Table 2018-2028 Regional Import of Complementary Dna Microarray
Table 2018-2028 Regional Trade Balance
Figure 2018-2028 Regional Trade Balance
Table 2018-2028 North America Complementary Dna Microarray Market Size and Market Volume List
Figure 2018-2028 North America Complementary Dna Microarray Market Size and CAGR
Figure 2018-2028 North America Complementary Dna Microarray Market Volume and CAGR
Table 2018-2028 North America Complementary Dna Microarray Demand List by Application
Table 2018-2023 North America Complementary Dna Microarray Key Players Sales List
Table 2018-2023 North America Complementary Dna Microarray Key Players Market Share List
Table 2018-2028 North America Complementary Dna Microarray Demand List by Type
Table 2018-2023 North America Complementary Dna Microarray Price List by Type
Table 2018-2028 United States Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 United States Complementary Dna Microarray Import & Export List
Table 2018-2028 Canada Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Canada Complementary Dna Microarray Import & Export List
Table 2018-2028 Mexico Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Mexico Complementary Dna Microarray Import & Export List
Table 2018-2028 South America Complementary Dna Microarray Market Size and Market Volume List
Figure 2018-2028 South America Complementary Dna Microarray Market Size and CAGR
Figure 2018-2028 South America Complementary Dna Microarray Market Volume and CAGR
Table 2018-2028 South America Complementary Dna Microarray Demand List by Application
Table 2018-2023 South America Complementary Dna Microarray Key Players Sales List
Table 2018-2023 South America Complementary Dna Microarray Key Players Market Share List
Table 2018-2028 South America Complementary Dna Microarray Demand List by Type
Table 2018-2023 South America Complementary Dna Microarray Price List by Type
Table 2018-2028 Brazil Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Brazil Complementary Dna Microarray Import & Export List
Table 2018-2028 Argentina Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Argentina Complementary Dna Microarray Import & Export List
Table 2018-2028 Chile Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Chile Complementary Dna Microarray Import & Export List
Table 2018-2028 Peru Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Peru Complementary Dna Microarray Import & Export List
Table 2018-2028 Asia & Pacific Complementary Dna Microarray Market Size and Market Volume List
Figure 2018-2028 Asia & Pacific Complementary Dna Microarray Market Size and CAGR
Figure 2018-2028 Asia & Pacific Complementary Dna Microarray Market Volume and CAGR
Table 2018-2028 Asia & Pacific Complementary Dna Microarray Demand List by Application
Table 2018-2023 Asia & Pacific Complementary Dna Microarray Key Players Sales List
Table 2018-2023 Asia & Pacific Complementary Dna Microarray Key Players Market Share List
Table 2018-2028 Asia & Pacific Complementary Dna Microarray Demand List by Type
Table 2018-2023 Asia & Pacific Complementary Dna Microarray Price List by Type
Table 2018-2028 China Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 China Complementary Dna Microarray Import & Export List
Table 2018-2028 India Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 India Complementary Dna Microarray Import & Export List
Table 2018-2028 Japan Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Japan Complementary Dna Microarray Import & Export List
Table 2018-2028 South Korea Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 South Korea Complementary Dna Microarray Import & Export List
Table 2018-2028 Southeast Asia Complementary Dna Microarray Market Size List
Table 2018-2028 Southeast Asia Complementary Dna Microarray Market Volume List
Table 2018-2028 Southeast Asia Complementary Dna Microarray Import List
Table 2018-2028 Southeast Asia Complementary Dna Microarray Export List
Table 2018-2028 Australia Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Australia Complementary Dna Microarray Import & Export List
Table 2018-2028 Europe Complementary Dna Microarray Market Size and Market Volume List
Figure 2018-2028 Europe Complementary Dna Microarray Market Size and CAGR
Figure 2018-2028 Europe Complementary Dna Microarray Market Volume and CAGR
Table 2018-2028 Europe Complementary Dna Microarray Demand List by Application
Table 2018-2023 Europe Complementary Dna Microarray Key Players Sales List
Table 2018-2023 Europe Complementary Dna Microarray Key Players Market Share List
Table 2018-2028 Europe Complementary Dna Microarray Demand List by Type
Table 2018-2023 Europe Complementary Dna Microarray Price List by Type
Table 2018-2028 Germany Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Germany Complementary Dna Microarray Import & Export List
Table 2018-2028 France Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 France Complementary Dna Microarray Import & Export List
Table 2018-2028 United Kingdom Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 United Kingdom Complementary Dna Microarray Import & Export List
Table 2018-2028 Italy Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Italy Complementary Dna Microarray Import & Export List
Table 2018-2028 Spain Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Spain Complementary Dna Microarray Import & Export List
Table 2018-2028 Belgium Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Belgium Complementary Dna Microarray Import & Export List
Table 2018-2028 Netherlands Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Netherlands Complementary Dna Microarray Import & Export List
Table 2018-2028 Austria Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Austria Complementary Dna Microarray Import & Export List
Table 2018-2028 Poland Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Poland Complementary Dna Microarray Import & Export List
Table 2018-2028 Russia Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Russia Complementary Dna Microarray Import & Export List
Table 2018-2028 MEA Complementary Dna Microarray Market Size and Market Volume List
Figure 2018-2028 MEA Complementary Dna Microarray Market Size and CAGR
Figure 2018-2028 MEA Complementary Dna Microarray Market Volume and CAGR
Table 2018-2028 MEA Complementary Dna Microarray Demand List by Application
Table 2018-2023 MEA Complementary Dna Microarray Key Players Sales List
Table 2018-2023 MEA Complementary Dna Microarray Key Players Market Share List
Table 2018-2028 MEA Complementary Dna Microarray Demand List by Type
Table 2018-2023 MEA Complementary Dna Microarray Price List by Type
Table 2018-2028 Egypt Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Egypt Complementary Dna Microarray Import & Export List
Table 2018-2028 Israel Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Israel Complementary Dna Microarray Import & Export List
Table 2018-2028 South Africa Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 South Africa Complementary Dna Microarray Import & Export List
Table 2018-2028 Gulf Cooperation Council Countries Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Gulf Cooperation Council Countries Complementary Dna Microarray Import & Export List
Table 2018-2028 Turkey Complementary Dna Microarray Market Size and Market Volume List
Table 2018-2028 Turkey Complementary Dna Microarray Import & Export List
Table 2018-2023 Global Complementary Dna Microarray Market Size List by Region
Table 2018-2023 Global Complementary Dna Microarray Market Size Share List by Region
Table 2018-2023 Global Complementary Dna Microarray Market Volume List by Region
Table 2018-2023 Global Complementary Dna Microarray Market Volume Share List by Region
Table 2018-2023 Global Complementary Dna Microarray Demand List by Application
Table 2018-2023 Global Complementary Dna Microarray Demand Market Share List by Application
Table 2018-2023 Global Complementary Dna Microarray Key Vendors Sales List
Table 2018-2023 Global Complementary Dna Microarray Key Vendors Sales Share List
Figure 2018-2023 Global Complementary Dna Microarray Market Volume and Growth Rate
Table 2018-2023 Global Complementary Dna Microarray Key Vendors Revenue List
Figure 2018-2023 Global Complementary Dna Microarray Market Size and Growth Rate
Table 2018-2023 Global Complementary Dna Microarray Key Vendors Revenue Share List
Table 2018-2023 Global Complementary Dna Microarray Demand List by Type
Table 2018-2023 Global Complementary Dna Microarray Demand Market Share List by Type
Table 2018-2023 Regional Complementary Dna Microarray Price List
Table 2023-2028 Global Complementary Dna Microarray Market Size List by Region
Table 2023-2028 Global Complementary Dna Microarray Market Size Share List by Region
Table 2023-2028 Global Complementary Dna Microarray Market Volume List by Region
Table 2023-2028 Global Complementary Dna Microarray Market Volume Share List by Region
Table 2023-2028 Global Complementary Dna Microarray Demand List by Application
Table 2023-2028 Global Complementary Dna Microarray Demand Market Share List by Application
Table 2023-2028 Global Complementary Dna Microarray Key Vendors Sales List
Table 2023-2028 Global Complementary Dna Microarray Key Vendors Sales Share List
Figure 2023-2028 Global Complementary Dna Microarray Market Volume and Growth Rate
Table 2023-2028 Global Complementary Dna Microarray Key Vendors Revenue List
Figure 2023-2028 Global Complementary Dna Microarray Market Size and Growth Rate
Table 2023-2028 Global Complementary Dna Microarray Key Vendors Revenue Share List
Table 2023-2028 Global Complementary Dna Microarray Demand List by Type
Table 2023-2028 Global Complementary Dna Microarray Demand Market Share List by Type
Table 2023-2028 Complementary Dna Microarray Regional Price List
Table Illumnia Information
Table SWOT Analysis of Illumnia
Table 2018-2023 Illumnia Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Illumnia Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Illumnia Complementary DNA Microarray Market Share
Table Affymetrix Information
Table SWOT Analysis of Affymetrix
Table 2018-2023 Affymetrix Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Affymetrix Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Affymetrix Complementary DNA Microarray Market Share
Table Agilent Information
Table SWOT Analysis of Agilent
Table 2018-2023 Agilent Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Agilent Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Agilent Complementary DNA Microarray Market Share
Table Scienion AG Information
Table SWOT Analysis of Scienion AG
Table 2018-2023 Scienion AG Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Scienion AG Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Scienion AG Complementary DNA Microarray Market Share
Table Applied Microarrays Information
Table SWOT Analysis of Applied Microarrays
Table 2018-2023 Applied Microarrays Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Applied Microarrays Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Applied Microarrays Complementary DNA Microarray Market Share
Table Arrayit Information
Table SWOT Analysis of Arrayit
Table 2018-2023 Arrayit Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Arrayit Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Arrayit Complementary DNA Microarray Market Share
Table Sengenics Information
Table SWOT Analysis of Sengenics
Table 2018-2023 Sengenics Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Sengenics Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Sengenics Complementary DNA Microarray Market Share
Table Biometrix Technology Information
Table SWOT Analysis of Biometrix Technology
Table 2018-2023 Biometrix Technology Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Biometrix Technology Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Biometrix Technology Complementary DNA Microarray Market Share
Table Savyon Diagnostics Information
Table SWOT Analysis of Savyon Diagnostics
Table 2018-2023 Savyon Diagnostics Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 Savyon Diagnostics Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 Savyon Diagnostics Complementary DNA Microarray Market Share
Table WaferGen Information
Table SWOT Analysis of WaferGen
Table 2018-2023 WaferGen Complementary DNA Microarray Sale Volume Price Cost Revenue
Figure 2018-2023 WaferGen Complementary DNA Microarray Sale Volume and Growth Rate
Figure 2018-2023 WaferGen Complementary DNA Microarray Market Share

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • Illumnia
  • Affymetrix
  • Agilent
  • Scienion AG
  • Applied Microarrays
  • Arrayit
  • Sengenics
  • Biometrix Technology
  • Savyon Diagnostics
  • WaferGen

Methodology

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