Computational Biology Market, By Service, By Application, By End User, By Country, and By Region - Industry Analysis, Market Size, Market Share & Forecast from 2024-2032

Description

REPORT HIGHLIGHT

Computational Biology Market size was valued at USD 5,608.74 million in 2023, expanding at a CAGR of 14.22% from 2024 to 2032.

Computational Biology is a rapidly evolving field that integrates biological data with computational techniques to advance our understanding of complex biological systems. This market encompasses a range of applications including genomics, proteomics, drug discovery, and personalized medicine. The growth is driven by advancements in high-throughput sequencing technologies, big data analytics, and artificial intelligence, which enable more precise and efficient analysis of biological data.

Key players in the market include software developers, biotechnology firms, and research institutions. The market is expected to expand significantly as the demand for data-driven insights in life sciences increases, leading to improved diagnostics, targeted therapies, and overall healthcare outcomes.

Computational Biology Market- Market Dynamics

The growing prevalence of chronic diseases driving the need for a computational biology market

The growing prevalence of chronic diseases is significantly driving the expansion of the computational biology market. Chronic conditions such as diabetes, cardiovascular diseases, and cancer require complex, long-term management strategies and personalized treatment approaches. According to the World Health Organization, Noncommunicable diseases (NCDs) kill 41 million people each year, equivalent to 74% of all deaths globally. Each year, 17 million people die from a NCD before age 70; 86% of these premature deaths occur in low- and middle-income countries. Computational biology provides the tools necessary to analyze vast amounts of biological data, model disease processes, and predict patient responses to various treatments.

By integrating data from genomics, proteomics, and other omics fields, computational biology enables researchers and clinicians to uncover new biomarkers, understand disease mechanisms, and develop targeted therapies. This data-driven approach not only enhances our understanding of chronic diseases but also supports the development of precision medicine, ultimately improving patient outcomes and fueling the growth of the computational biology market.

Computational Biology Market- Key Insights

As per the analysis shared by our research analyst, the global market is estimated to grow annually at a CAGR of around 14.22% over the forecast period (2024-2032)

Based on service segmentation, In House was predicted to show maximum market share in the year 2023

Based on application segmentation, Drug discovery & Disease Modelling was the leading type in 2023

Based on region, North America was the leading revenue generator in 2023

Computational Biology Market- Segmentation Analysis:

The Global Computational Biology Market is segmented on the basis of Service, Application, Distribution, and Region.

The market is divided into three categories based on end-user: Industry, Academics, and Commercial. The largest and fastest-growing segments are industrial and commercial. Databases and solutions for computational biology are being used by businesses more and more to analyze diverse data sets and generate a range of biological products. These systems are used by pharmaceutical and biopharmaceutical businesses for drug research and discovery, utilizing numerous databases for proteins and amino acids, as well as nucleic acids.

The market is divided into five categories based on application: Drug Discovery & Disease Modelling, Cellular & Biological Simulation, Clinical Trials, Preclinical Drug Development, and Human Body Simulation Software. Target identification dominated the market within Drug Discovery and Disease Modelling, which has the largest shareholder. Computational biology has the potential to change the way medications are designed, speed up the drug discovery process, and cut costs. In the near future, the segment is expected to grow more due to the rise in computational methods for the target identification stage of the search process.

Computational Biology Market- Geographical Insights

In North America, the computational biology market is experiencing robust growth, driven by the region's advanced research infrastructure and increasing investment in healthcare innovation. The United States dominates the market, contributing a significant share due to its strong presence of biotechnology firms, pharmaceutical companies, and research institutions. The U.S. is home to many leading computational biology companies and universities, fostering a collaborative environment that accelerates the development of new technologies and solutions. According to the National Health Council, Generally incurable and ongoing, chronic diseases affect approximately 133 million Americans, representing more than 40% of the total population of this country.2 By 2020, that number is projected to grow to an estimated 157 million, with 81 million having multiple conditions.

Canada also plays a notable role in the market, with its growing emphasis on personalized medicine and genomics. The Canadian government's supportive policies and funding initiatives further bolster the sector's expansion. This growth is fueled by the increasing demand for advanced data analysis tools, rising investment in genomic research, and the expanding use of computational biology in drug discovery and development.

Computational Biology Market- Competitive Landscape:

The computational biology market is marked by a dynamic and diverse array of players spanning across technology companies, biotech firms, and research institutions. Leading companies like IBM, with its advanced AI-driven analytics, and Illumina, known for its genomic sequencing technologies, hold significant market positions due to their cutting-edge solutions and extensive research capabilities. Other notable players include Thermo Fisher Scientific, which offers a range of bioinformatics tools and software, and 10x Genomics, known for its innovations in single-cell genomics and spatial biology. Additionally, numerous startups and mid-sized companies are making strides with specialized applications in drug discovery, personalized medicine, and systems biology. These companies often differentiate themselves through niche expertise, unique algorithms, or integration of machine learning and artificial intelligence to enhance predictive accuracy and accelerate research processes.

Collaborations and partnerships among these players, alongside advancements in cloud computing and data integration technologies, are shaping a competitive and rapidly evolving market landscape.

Recent Developments:

In October 2020, Summit Biolabs, a U.S.-based medical laboratory announced a broad strategic collaboration involving the research, development, and commercialization of saliva liquid-biopsy tests for early cancer detection and diagnosis of COVID-19 and other viral contagions with the Colorado Center for Personalized Medicine. This collaboration strengthened Summit Biolabs' ability to bring saliva-liquid biopsy tests to enable better treatment and improved outcomes for patients.

In January 2022, Researchers from the University of Illinois at Urbana-Champaign, a research university located in the United States, created software that uses a graphics processing unit (GPU) to mimic the growth and metabolism of a two billion atom cell that is equivalent to a living cell in the body. During a 20-minute cell cycle, the model simulates 7,000 genetic information operations using GPUs from the U.S.-based technology company NVIDIA.

SCOPE OF THE REPORT

The scope of this report covers the market by its major segments, which include as follows:

GLOBAL COMPUTATIONAL BIOLOGY MARKET KEY PLAYERS- DETAILED COMPETITIVE INSIGHTS

Chemical Computing Group Inc
Compugen Ltd
Simulation Plus Inc
Genedata AG
Certara
Insilico Biotechnology AG
Accelrys
Rhenovia Pharma SAS
Entelos
Nimbus Discovery LLC
Rhenovia Pharma SAS
Thermo Fisher Scientific, Inc.
IBM Corporation
Schrodinger, Inc.
Illumina, Inc.
PerkinElmer, Inc.
Bioinformatics Solutions Inc.
Leidos Biomedical Research, Inc.
Others

GLOBAL COMPUTATIONAL BIOLOGY MARKET, BY SERVICE - MARKET ANALYSIS, 2019 - 2032

In House
Contract

GLOBAL COMPUTATIONAL BIOLOGY MARKET, BY APPLICATION- MARKET ANALYSIS, 2019 - 2032

Drug Discovery & Disease Modelling
Target Identification
Target Validation
Lead Discovery
Lead Optimization
Cellular & Biological Simulation
Computational Genomics
Databases
Infrastructure
Software & Services
Computational Proteomics
Pharmacogenomics
Others
Clinical Trials
Preclinical Drug Development
Human Body Simulation Software

GLOBAL COMPUTATIONAL BIOLOGY MARKET, BY END USER - MARKET ANALYSIS, 2019 - 2032

Industry
Academics
Commercial
Others

GLOBAL COMPUTATIONAL BIOLOGY MARKET, BY REGION- MARKET ANALYSIS, 2019 - 2032

North America
The U.S.
Canada
Europe
Germany
France
Italy
Spain
United Kingdom
Russia
Netherlands
Sweden
Poland
Rest of Europe
Asia Pacific
India
China
South Korea
Japan
Australia
Thailand
Indonesia
Philippines
Rest of APAC
Latin America
Brazil
Mexico
Argentina
Colombia
Rest of LATAM
The Middle East and Africa
Saudi Arabia
United Arab Emirates
Israel
Turkey
Algeria
Egypt
Rest of MEA

Product Code: ANV3579

1. Computational Biology Market Overview

1.1. Study Scope
1.2. Market Estimation Years

2. Executive Summary

2.1. Market Snippet
- 2.1.1. Computational Biology Market Snippet by Service
- 2.1.2. Computational Biology Market Snippet by Application
- 2.1.3. Computational Biology Market Snippet by End User
- 2.1.4. Computational Biology Market Snippet by Country
- 2.1.5. Computational Biology Market Snippet by Region
2.2. Competitive Insights

3. Computational Biology Key Market Trends

3.1. Computational Biology Market Drivers
- 3.1.1. Impact Analysis of Market Drivers
3.2. Computational Biology Market Restraints
- 3.2.1. Impact Analysis of Market Restraints
3.3. Computational Biology Market Opportunities
3.4. Computational Biology Market Future Trends

4. Computational Biology Industry Study

4.1. PEST Analysis
4.2. Porter's Five Forces Analysis
4.3. Growth Prospect Mapping
4.4. Regulatory Framework Analysis

5. Computational Biology Market: COVID-19 Impact Analysis

5.1. Pre-COVID-19 Impact Analysis
5.2. Post-COVID-19 Impact Analysis
- 5.2.1. Top Performing Segments
- 5.2.2. Marginal Growth Segments
- 5.2.3. Top Looser Segments
- 5.2.4. Marginal Loss Segments

6. Computational Biology Market Landscape

6.1. Computational Biology Market Share Analysis, 2023
6.2. Breakdown Data, by Key Manufacturer
- 6.2.1. Established Players' Analysis
- 6.2.2. Emerging Players' Analysis

7. Computational Biology Market - By Service

7.1. Overview
- 7.1.1. Segment Share Analysis, By Service, 2023 & 2032 (%)
- 7.1.2. In House
- 7.1.3. Contract

8. Computational Biology Market - By Application

8.1. Overview
- 8.1.1. Segment Share Analysis, By Application, 2023 & 2032 (%)
- 8.1.2. Drug Discovery & Disease Modelling
  - 8.1.2.1. Target Identification
  - 8.1.2.2. Target Validation
  - 8.1.2.3. Lead Discovery
  - 8.1.2.4. Lead Optimization
- 8.1.3. Cellular & Biological Simulation
  - 8.1.3.1. Computational Genomics
  - 8.1.3.1.1. Databases
  - 8.1.3.1.2. Infrastructure
  - 8.1.3.1.3. Software & Services
  - 8.1.3.2. Computational Proteomics
  - 8.1.3.3. Pharmacogenomics
  - 8.1.3.4. Others
- 8.1.4. Clinical Trials
- 8.1.5. Preclinical Drug Development
- 8.1.6. Human Body Simulation Software

9. Computational Biology Market - By End User

9.1. Overview
- 9.1.1. Segment Share Analysis, By End User, 2023 & 2032 (%)
- 9.1.2. Industry
- 9.1.3. Academics
- 9.1.4. Commercial

10. Computational Biology Market- By Geography

10.1. Introduction
- 10.1.1. Segment Share Analysis, By Geography, 2023 & 2032 (%)
10.2. North America
- 10.2.1. Overview
- 10.2.2. Computational Biology Key Manufacturers in North America
- 10.2.3. North America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.2.4. North America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 10.2.5. North America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.2.6. North America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.2.7. U.S.
  - 10.2.7.1. Overview
  - 10.2.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.7.3. U.S. Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.2.7.4. U.S. Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.2.7.5. U.S. Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.2.8. Canada
  - 10.2.8.1. Overview
  - 10.2.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.2.8.3. Canada Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.2.8.4. Canada Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.2.8.5. Canada Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.3. Europe
- 10.3.1. Overview
- 10.3.2. Computational Biology Key Manufacturers in Europe
- 10.3.3. Europe Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.3.4. Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 10.3.5. Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.3.6. Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.7. Germany
  - 10.3.7.1. Overview
  - 10.3.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.7.3. Germany Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.7.4. Germany Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.7.5. Germany Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.8. Italy
  - 10.3.8.1. Overview
  - 10.3.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.8.3. Italy Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.8.4. Italy Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.8.5. Italy Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.9. United Kingdom
  - 10.3.9.1. Overview
  - 10.3.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.9.3. United Kingdom Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.9.4. United Kingdom Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.9.5. United Kingdom Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.10. France
  - 10.3.10.1. Overview
  - 10.3.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.10.3. France Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.10.4. France Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.10.5. France Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.11. Russia
  - 10.3.11.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.11.2. Russia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.11.3. Russia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.11.4. Russia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.12. Netherlands
  - 10.3.12.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.12.2. Netherlands Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.12.3. Netherlands Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.12.4. Netherlands Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.13. Sweden
  - 10.3.13.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.13.2. Sweden Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.13.3. Sweden Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.13.4. Sweden Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.14. Poland
  - 10.3.14.1. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.14.2. Poland Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.14.3. Poland Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.14.4. Poland Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.3.15. Rest of Europe
  - 10.3.15.1. Overview
  - 10.3.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.3.15.3. Rest of the Europe Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.3.15.4. Rest of the Europe Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.3.15.5. Rest of the Europe Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.4. Asia Pacific (APAC)
- 10.4.1. Overview
- 10.4.2. Computational Biology Key Manufacturers in Asia Pacific
- 10.4.3. Asia Pacific Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.4.4. Asia Pacific Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 10.4.5. Asia Pacific Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.4.6. Asia Pacific Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.7. India
  - 10.4.7.1. Overview
  - 10.4.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.7.3. India Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.7.4. India Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.7.5. India Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.8. China
  - 10.4.8.1. Overview
  - 10.4.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.8.3. China Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.8.4. China Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.8.5. China Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.9. Japan
  - 10.4.9.1. Overview
  - 10.4.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.9.3. Japan Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.9.4. Japan Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.9.5. Japan Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.10. South Korea
  - 10.4.10.1. Overview
  - 10.4.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.10.3. South Korea Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.10.4. South Korea Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.10.5. South Korea Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.11. Australia
  - 10.4.11.1. Overview
  - 10.4.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.11.3. Australia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.11.4. Australia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.11.5. Australia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.12. Thailand
  - 10.4.12.1. Overview
  - 10.4.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.12.3. Thailand Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.12.4. Thailand Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.12.5. Thailand Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.13. Indonesia
  - 10.4.13.1. Overview
  - 10.4.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.13.3. Indonesia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.13.4. Indonesia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.13.5. Indonesia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.14. Philippines
  - 10.4.14.1. Overview
  - 10.4.14.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.14.3. Philippines Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.14.4. Philippines Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.14.5. Philippines Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.4.15. Rest of APAC
  - 10.4.15.1. Overview
  - 10.4.15.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.4.15.3. Rest of APAC Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.4.15.4. Rest of APAC Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.4.15.5. Rest of APAC Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.5. Latin America
- 10.5.1. Overview
- 10.5.2. Computational Biology Key Manufacturers in Latin America
- 10.5.3. Latin America Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.5.4. Latin America Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 10.5.5. Latin America Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.5.6. Latin America Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.7. Brazil
  - 10.5.7.1. Overview
  - 10.5.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.7.3. Brazil Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.5.7.4. Brazil Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.7.5. Brazil Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.8. Mexico
  - 10.5.8.1. Overview
  - 10.5.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.8.3. Mexico Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.5.8.4. Mexico Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.8.5. Mexico Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.9. Argentina
  - 10.5.9.1. Overview
  - 10.5.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.9.3. Argentina Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.5.9.4. Argentina Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.9.5. Argentina Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.10. Colombia
  - 10.5.10.1. Overview
  - 10.5.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.10.3. Colombia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.5.10.4. Colombia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.10.5. Colombia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.5.11. Rest of LATAM
  - 10.5.11.1. Overview
  - 10.5.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.5.11.3. Rest of LATAM Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.5.11.4. Rest of LATAM Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.5.11.5. Rest of LATAM Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
10.6. Middle East and Africa
- 10.6.1. Overview
- 10.6.2. Computational Biology Key Manufacturers in Middle East and Africa
- 10.6.3. Middle East and Africa Market Size and Forecast, By Country, 2019 - 2032 (US$ Million)
- 10.6.4. Middle East and Africa Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
- 10.6.5. Middle East and Africa Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
- 10.6.6. Middle East and Africa Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.7. Saudi Arabia
  - 10.6.7.1. Overview
  - 10.6.7.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.7.3. Saudi Arabia Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.7.4. Saudi Arabia Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.7.5. Saudi Arabia Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.8. United Arab Emirates
  - 10.6.8.1. Overview
  - 10.6.8.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.8.3. United Arab Emirates Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.8.4. United Arab Emirates Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.8.5. United Arab Emirates Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.9. Israel
  - 10.6.9.1. Overview
  - 10.6.9.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.9.3. Israel Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.9.4. Israel Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.9.5. Israel Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.10. Turkey
  - 10.6.10.1. Overview
  - 10.6.10.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.10.3. Turkey Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.10.4. Turkey Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.10.5. Turkey Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.11. Algeria
  - 10.6.11.1. Overview
  - 10.6.11.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.11.3. Algeria Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.11.4. Algeria Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.11.5. Algeria Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.12. Egypt
  - 10.6.12.1. Overview
  - 10.6.12.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.12.3. Egypt Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.12.4. Egypt Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.12.5. Egypt Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)
- 10.6.13. Rest of MEA
  - 10.6.13.1. Overview
  - 10.6.13.2. Market Analysis, Forecast, and Y-O-Y Growth Rate, 2019 - 2032, (US$ Million)
  - 10.6.13.3. Rest of MEA Market Size and Forecast, By Service, 2019 - 2032 (US$ Million)
  - 10.6.13.4. Rest of MEA Market Size and Forecast, By Application, 2019 - 2032 (US$ Million)
  - 10.6.13.5. Rest of MEA Market Size and Forecast, By End User, 2019 - 2032 (US$ Million)

11. Key Vendor Analysis- Computational Biology Industry

11.1. Competitive Dashboard
11.2. Company Profiles
- 11.2.1. Chemical Computing Group Inc
- 11.2.2. Compugen Ltd
- 11.2.3. Simulation Plus Inc
- 11.2.4. Genedata AG
- 11.2.5. Certara
- 11.2.6. Insilico Biotechnology AG
- 11.2.7. Accelrys
- 11.2.8. Rhenovia Pharma SAS
- 11.2.9. Entelos
- 11.2.10. Nimbus Discovery LLC
- 11.2.11. Rhenovia Pharma SAS
- 11.2.12. Thermo Fisher Scientific, Inc.
- 11.2.13. IBM Corporation
- 11.2.14. Schrodinger, Inc.
- 11.2.15. Illumina, Inc.
- 11.2.16. PerkinElmer, Inc.
- 11.2.17. Bioinformatics Solutions Inc.
- 11.2.18. Leidos Biomedical Research, Inc.
- 11.2.19. Others

12. 360 Degree Analyst View

13. Appendix

13.1. Research Methodology
13.2. References
13.3. Abbreviations
13.4. Disclaimer
13.5. Contact Us