Computational Biology Market Report by Application (Cellular and Biological Simulation, Drug Discovery and Disease Modelling, Preclinical Drug Development, Clinical Trials, Human Body Simulation Software), Services (In-House, Contract), End Use (Academics, Pharmaceutical Industry, Commercial), and Region 2023-2028
The global computational biology market size reached US$ 4.7 Billion in 2022. Looking forward, IMARC Group expects the market to reach US$ 15.24 Billion by 2028, exhibiting a growth rate (CAGR) of 21.66% during 2022-2028.
Computational biology, also known as bioinformatics, is the interdisciplinary branch of science that uses math, statistics and computer science for understanding and modeling the structures and processes of life. It involves various aspects of biology, such as genetics, evolution, cell biology, and biochemistry. The process uses computational techniques, including algorithms, to represent and simulate biological systems and interpret experimental data on a large scale. Computational biology also helps understand the treatment for diseases and cellular function by creating a database of biological information from amino-acid sequences, nucleotides, and macromolecular structures. Nowadays, computational biology has become an essential part of biological research projects, including the human genome project, protein data banks and genomic databases.
Computational Biology Market Trends:
The global computational biology market is primarily driven by the rising number of clinical studies in the field of pharmacogenomics. This has helped increase the understanding of the diverse biological makeup of the patient population, biological pathways, and the genomes underpinning them. As a result, there is a high demand for computational biology solutions, as they help reduce the overall time needed for drug discovery and various other scientific experiments. The process also aids the visualization of tools to simulate advanced drug-drug interactions. In addition to this, the growing demand for computational biology in epi-genomics, proteomics, and meta-genomics to undertint protein structures and interactions is also propelling the market growth. Furthermore, various technological advancements in drug development and disease modeling, along with increasing investments by private and government organizations in research and development (R&D) activities, are also anticipated to provide a positive thrust to the market in the near future.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global computational biology market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on application, services and end use.
Breakup by Application:
Cellular and Biological Simulation
Computational Genomics
Computational Proteomics
Pharmacogenomics
Others
Drug Discovery and Disease Modelling
Target Identification
Target Validation
Lead Discovery
Lead Optimization
Preclinical Drug Development
Pharmacokinetics
Pharmacodynamics
Clinical Trials
Phase I
Phase II
Phase III
Human Body Simulation Software
Breakup by Services:
In-house
Contract
Breakup by End Use:
Academics
Pharmaceutical Industry
Commercial
Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being Certara, Chemical Computing Group ULC, Compugen Ltd, Dassault Syst?mes, Genedata AG, Insilico Biotechnology AG, Instem plc, Nimbus Therapeutics LLC, Schrцdinger Inc. and Simulations Plus Inc.
Key Questions Answered in This Report
1. What was the size of the global computational biology market in 2022?
2. What is the expected growth rate of the global computational biology market during 2023-2028?
3. What are the key factors driving the global computational biology market?
4. What has been the impact of COVID-19 on the global computational biology market?
5. What is the breakup of the global computational biology market based on the application?
6. What is the breakup of the global computational biology market based on the services?
7. What is the breakup of the global computational biology market based on the end use?
8. What are the key regions in the global computational biology market?
9. Who are the key players/companies in the global computational biology market?
Computational biology, also known as bioinformatics, is the interdisciplinary branch of science that uses math, statistics and computer science for understanding and modeling the structures and processes of life. It involves various aspects of biology, such as genetics, evolution, cell biology, and biochemistry. The process uses computational techniques, including algorithms, to represent and simulate biological systems and interpret experimental data on a large scale. Computational biology also helps understand the treatment for diseases and cellular function by creating a database of biological information from amino-acid sequences, nucleotides, and macromolecular structures. Nowadays, computational biology has become an essential part of biological research projects, including the human genome project, protein data banks and genomic databases.
Computational Biology Market Trends:
The global computational biology market is primarily driven by the rising number of clinical studies in the field of pharmacogenomics. This has helped increase the understanding of the diverse biological makeup of the patient population, biological pathways, and the genomes underpinning them. As a result, there is a high demand for computational biology solutions, as they help reduce the overall time needed for drug discovery and various other scientific experiments. The process also aids the visualization of tools to simulate advanced drug-drug interactions. In addition to this, the growing demand for computational biology in epi-genomics, proteomics, and meta-genomics to undertint protein structures and interactions is also propelling the market growth. Furthermore, various technological advancements in drug development and disease modeling, along with increasing investments by private and government organizations in research and development (R&D) activities, are also anticipated to provide a positive thrust to the market in the near future.
Key Market Segmentation:
IMARC Group provides an analysis of the key trends in each sub-segment of the global computational biology market report, along with forecasts at the global, regional and country level from 2023-2028. Our report has categorized the market based on application, services and end use.
Breakup by Application:
Cellular and Biological Simulation
Computational Genomics
Computational Proteomics
Pharmacogenomics
Others
Drug Discovery and Disease Modelling
Target Identification
Target Validation
Lead Discovery
Lead Optimization
Preclinical Drug Development
Pharmacokinetics
Pharmacodynamics
Clinical Trials
Phase I
Phase II
Phase III
Human Body Simulation Software
Breakup by Services:
In-house
Contract
Breakup by End Use:
Academics
Pharmaceutical Industry
Commercial
Breakup by Region:
North America
United States
Canada
Asia-Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa
Competitive Landscape:
The competitive landscape of the industry has also been examined along with the profiles of the key players being Certara, Chemical Computing Group ULC, Compugen Ltd, Dassault Syst?mes, Genedata AG, Insilico Biotechnology AG, Instem plc, Nimbus Therapeutics LLC, Schrцdinger Inc. and Simulations Plus Inc.
Key Questions Answered in This Report
1. What was the size of the global computational biology market in 2022?
2. What is the expected growth rate of the global computational biology market during 2023-2028?
3. What are the key factors driving the global computational biology market?
4. What has been the impact of COVID-19 on the global computational biology market?
5. What is the breakup of the global computational biology market based on the application?
6. What is the breakup of the global computational biology market based on the services?
7. What is the breakup of the global computational biology market based on the end use?
8. What are the key regions in the global computational biology market?
9. Who are the key players/companies in the global computational biology market?
1 PREFACE
2 SCOPE AND METHODOLOGY
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 EXECUTIVE SUMMARY
4 INTRODUCTION
4.1 Overview
4.2 Key Industry Trends
5 GLOBAL COMPUTATIONAL BIOLOGY MARKET
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 MARKET BREAKUP BY APPLICATION
6.1 Cellular and Biological Simulation
6.1.1 Market Trends
6.1.2 Key Segments
6.1.2.1 Computational Genomics
6.1.2.2 Computational Proteomics
6.1.2.3 Pharmacogenomics
6.1.2.4 Others
6.1.3 Market Forecast
6.2 Drug Discovery and Disease Modelling
6.2.1 Market Trends
6.2.2 Key Segments
6.2.2.1 Target Identification
6.2.2.2 Target Validation
6.2.2.3 Lead Discovery
6.2.2.4 Lead Optimization
6.2.3 Market Forecast
6.3 Preclinical Drug Development
6.3.1 Market Trends
6.3.2 Key Segments
6.3.2.1 Pharmacokinetics
6.3.2.2 Pharmacodynamics
6.3.3 Market Forecast
6.4 Clinical Trials
6.4.1 Market Trends
6.4.2 Key Segments
6.4.2.1 Phase I
6.4.2.2 Phase II
6.4.2.3 Phase III
6.4.3 Market Forecast
6.5 Human Body Simulation Software
6.5.1 Market Trends
6.5.2 Market Forecast
7 MARKET BREAKUP BY SERVICES
7.1 In-house
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Contract
7.2.1 Market Trends
7.2.2 Market Forecast
8 MARKET BREAKUP BY END USE
8.1 Academics
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Pharmaceutical Industry
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Commercial
8.3.1 Market Trends
8.3.2 Market Forecast
9 MARKET BREAKUP BY REGION
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT ANALYSIS
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 VALUE CHAIN ANALYSIS
12 PORTERS FIVE FORCES ANALYSIS
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 PRICE ANALYSIS
14 COMPETITIVE LANDSCAPE
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 Certara
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.1.3 Financials
14.3.2 Chemical Computing Group ULC
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.3 Compugen Ltd
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.3.3 Financials
14.3.4 Dassault Syst?mes
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 Financials
14.3.5 Genedata AG
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.6 Insilico Biotechnology AG
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Instem plc
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.7.3 Financials
14.3.8 Nimbus Therapeutics LLC
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.9 Schrцdinger Inc.
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.9.3 Financials
14.3.10 Simulations Plus Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 Financials
2 SCOPE AND METHODOLOGY
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 EXECUTIVE SUMMARY
4 INTRODUCTION
4.1 Overview
4.2 Key Industry Trends
5 GLOBAL COMPUTATIONAL BIOLOGY MARKET
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 MARKET BREAKUP BY APPLICATION
6.1 Cellular and Biological Simulation
6.1.1 Market Trends
6.1.2 Key Segments
6.1.2.1 Computational Genomics
6.1.2.2 Computational Proteomics
6.1.2.3 Pharmacogenomics
6.1.2.4 Others
6.1.3 Market Forecast
6.2 Drug Discovery and Disease Modelling
6.2.1 Market Trends
6.2.2 Key Segments
6.2.2.1 Target Identification
6.2.2.2 Target Validation
6.2.2.3 Lead Discovery
6.2.2.4 Lead Optimization
6.2.3 Market Forecast
6.3 Preclinical Drug Development
6.3.1 Market Trends
6.3.2 Key Segments
6.3.2.1 Pharmacokinetics
6.3.2.2 Pharmacodynamics
6.3.3 Market Forecast
6.4 Clinical Trials
6.4.1 Market Trends
6.4.2 Key Segments
6.4.2.1 Phase I
6.4.2.2 Phase II
6.4.2.3 Phase III
6.4.3 Market Forecast
6.5 Human Body Simulation Software
6.5.1 Market Trends
6.5.2 Market Forecast
7 MARKET BREAKUP BY SERVICES
7.1 In-house
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Contract
7.2.1 Market Trends
7.2.2 Market Forecast
8 MARKET BREAKUP BY END USE
8.1 Academics
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Pharmaceutical Industry
8.2.1 Market Trends
8.2.2 Market Forecast
8.3 Commercial
8.3.1 Market Trends
8.3.2 Market Forecast
9 MARKET BREAKUP BY REGION
9.1 North America
9.1.1 United States
9.1.1.1 Market Trends
9.1.1.2 Market Forecast
9.1.2 Canada
9.1.2.1 Market Trends
9.1.2.2 Market Forecast
9.2 Asia-Pacific
9.2.1 China
9.2.1.1 Market Trends
9.2.1.2 Market Forecast
9.2.2 Japan
9.2.2.1 Market Trends
9.2.2.2 Market Forecast
9.2.3 India
9.2.3.1 Market Trends
9.2.3.2 Market Forecast
9.2.4 South Korea
9.2.4.1 Market Trends
9.2.4.2 Market Forecast
9.2.5 Australia
9.2.5.1 Market Trends
9.2.5.2 Market Forecast
9.2.6 Indonesia
9.2.6.1 Market Trends
9.2.6.2 Market Forecast
9.2.7 Others
9.2.7.1 Market Trends
9.2.7.2 Market Forecast
9.3 Europe
9.3.1 Germany
9.3.1.1 Market Trends
9.3.1.2 Market Forecast
9.3.2 France
9.3.2.1 Market Trends
9.3.2.2 Market Forecast
9.3.3 United Kingdom
9.3.3.1 Market Trends
9.3.3.2 Market Forecast
9.3.4 Italy
9.3.4.1 Market Trends
9.3.4.2 Market Forecast
9.3.5 Spain
9.3.5.1 Market Trends
9.3.5.2 Market Forecast
9.3.6 Russia
9.3.6.1 Market Trends
9.3.6.2 Market Forecast
9.3.7 Others
9.3.7.1 Market Trends
9.3.7.2 Market Forecast
9.4 Latin America
9.4.1 Brazil
9.4.1.1 Market Trends
9.4.1.2 Market Forecast
9.4.2 Mexico
9.4.2.1 Market Trends
9.4.2.2 Market Forecast
9.4.3 Others
9.4.3.1 Market Trends
9.4.3.2 Market Forecast
9.5 Middle East and Africa
9.5.1 Market Trends
9.5.2 Market Breakup by Country
9.5.3 Market Forecast
10 SWOT ANALYSIS
10.1 Overview
10.2 Strengths
10.3 Weaknesses
10.4 Opportunities
10.5 Threats
11 VALUE CHAIN ANALYSIS
12 PORTERS FIVE FORCES ANALYSIS
12.1 Overview
12.2 Bargaining Power of Buyers
12.3 Bargaining Power of Suppliers
12.4 Degree of Competition
12.5 Threat of New Entrants
12.6 Threat of Substitutes
13 PRICE ANALYSIS
14 COMPETITIVE LANDSCAPE
14.1 Market Structure
14.2 Key Players
14.3 Profiles of Key Players
14.3.1 Certara
14.3.1.1 Company Overview
14.3.1.2 Product Portfolio
14.3.1.3 Financials
14.3.2 Chemical Computing Group ULC
14.3.2.1 Company Overview
14.3.2.2 Product Portfolio
14.3.3 Compugen Ltd
14.3.3.1 Company Overview
14.3.3.2 Product Portfolio
14.3.3.3 Financials
14.3.4 Dassault Syst?mes
14.3.4.1 Company Overview
14.3.4.2 Product Portfolio
14.3.4.3 Financials
14.3.5 Genedata AG
14.3.5.1 Company Overview
14.3.5.2 Product Portfolio
14.3.6 Insilico Biotechnology AG
14.3.6.1 Company Overview
14.3.6.2 Product Portfolio
14.3.7 Instem plc
14.3.7.1 Company Overview
14.3.7.2 Product Portfolio
14.3.7.3 Financials
14.3.8 Nimbus Therapeutics LLC
14.3.8.1 Company Overview
14.3.8.2 Product Portfolio
14.3.9 Schrцdinger Inc.
14.3.9.1 Company Overview
14.3.9.2 Product Portfolio
14.3.9.3 Financials
14.3.10 Simulations Plus Inc.
14.3.10.1 Company Overview
14.3.10.2 Product Portfolio
14.3.10.3 Financials
LIST OF TABLES
Table 1: Global: Computational Biology Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Computational Biology Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 3: Global: Computational Biology Market Forecast: Breakup by Services (in Million US$), 2023-2028
Table 4: Global: Computational Biology Market Forecast: Breakup by End Use (in Million US$), 2023-2028
Table 5: Global: Computational Biology Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 6: Global: Computational Biology Market: Competitive Structure
Table 7: Global: Computational Biology Market: Key Players
Table 1: Global: Computational Biology Market: Key Industry Highlights, 2022 and 2028
Table 2: Global: Computational Biology Market Forecast: Breakup by Application (in Million US$), 2023-2028
Table 3: Global: Computational Biology Market Forecast: Breakup by Services (in Million US$), 2023-2028
Table 4: Global: Computational Biology Market Forecast: Breakup by End Use (in Million US$), 2023-2028
Table 5: Global: Computational Biology Market Forecast: Breakup by Region (in Million US$), 2023-2028
Table 6: Global: Computational Biology Market: Competitive Structure
Table 7: Global: Computational Biology Market: Key Players
LIST OF FIGURES
Figure 1: Global: Computational Biology Market: Major Drivers and Challenges
Figure 2: Global: Computational Biology Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Computational Biology Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: Computational Biology Market: Breakup by Application (in %), 2022
Figure 5: Global: Computational Biology Market: Breakup by Services (in %), 2022
Figure 6: Global: Computational Biology Market: Breakup by End Use (in %), 2022
Figure 7: Global: Computational Biology Market: Breakup by Region (in %), 2022
Figure 8: Global: Computational Biology (Cellular and Biological Simulation) Market: Sales Value (in Million US$), 2017 & 2022
Figure 9: Global: Computational Biology (Cellular and Biological Simulation) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 10: Global: Computational Biology (Drug Discovery and Disease Modelling) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: Computational Biology (Drug Discovery and Disease Modelling) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: Computational Biology (Preclinical Drug Development) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: Computational Biology (Preclinical Drug Development) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: Computational Biology (Clinical Trials) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: Computational Biology (Clinical Trials) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: Computational Biology (Human Body Simulation Software) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: Computational Biology (Human Body Simulation Software) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: Computational Biology (In-house) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: Computational Biology (In-house) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: Computational Biology (Contract) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: Computational Biology (Contract) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: Computational Biology (Academics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: Computational Biology (Academics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: Computational Biology (Pharmaceutical Industry) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: Computational Biology (Pharmaceutical Industry) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: Computational Biology (Commercial) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: Computational Biology (Commercial) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: North America: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: North America: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: United States: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: United States: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Canada: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Canada: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: Asia-Pacific: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: Asia-Pacific: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: China: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: China: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Japan: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Japan: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: India: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: India: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: South Korea: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: South Korea: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Australia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Australia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: Indonesia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: Indonesia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Europe: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Europe: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Germany: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Germany: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: France: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: France: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: United Kingdom: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: United Kingdom: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: Italy: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: Italy: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: Spain: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: Spain: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: Russia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: Russia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Latin America: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Latin America: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Brazil: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Brazil: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Mexico: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Mexico: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: Middle East and Africa: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: Middle East and Africa: Computational Biology Market: Breakup by Country (in %), 2022
Figure 76: Middle East and Africa: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 77: Global: Computational Biology Industry: SWOT Analysis
Figure 78: Global: Computational Biology Industry: Value Chain Analysis
Figure 79: Global: Computational Biology Industry: Porter's Five Forces Analysis
Figure 1: Global: Computational Biology Market: Major Drivers and Challenges
Figure 2: Global: Computational Biology Market: Sales Value (in Billion US$), 2017-2022
Figure 3: Global: Computational Biology Market Forecast: Sales Value (in Billion US$), 2023-2028
Figure 4: Global: Computational Biology Market: Breakup by Application (in %), 2022
Figure 5: Global: Computational Biology Market: Breakup by Services (in %), 2022
Figure 6: Global: Computational Biology Market: Breakup by End Use (in %), 2022
Figure 7: Global: Computational Biology Market: Breakup by Region (in %), 2022
Figure 8: Global: Computational Biology (Cellular and Biological Simulation) Market: Sales Value (in Million US$), 2017 & 2022
Figure 9: Global: Computational Biology (Cellular and Biological Simulation) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 10: Global: Computational Biology (Drug Discovery and Disease Modelling) Market: Sales Value (in Million US$), 2017 & 2022
Figure 11: Global: Computational Biology (Drug Discovery and Disease Modelling) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 12: Global: Computational Biology (Preclinical Drug Development) Market: Sales Value (in Million US$), 2017 & 2022
Figure 13: Global: Computational Biology (Preclinical Drug Development) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 14: Global: Computational Biology (Clinical Trials) Market: Sales Value (in Million US$), 2017 & 2022
Figure 15: Global: Computational Biology (Clinical Trials) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 16: Global: Computational Biology (Human Body Simulation Software) Market: Sales Value (in Million US$), 2017 & 2022
Figure 17: Global: Computational Biology (Human Body Simulation Software) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 18: Global: Computational Biology (In-house) Market: Sales Value (in Million US$), 2017 & 2022
Figure 19: Global: Computational Biology (In-house) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 20: Global: Computational Biology (Contract) Market: Sales Value (in Million US$), 2017 & 2022
Figure 21: Global: Computational Biology (Contract) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 22: Global: Computational Biology (Academics) Market: Sales Value (in Million US$), 2017 & 2022
Figure 23: Global: Computational Biology (Academics) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 24: Global: Computational Biology (Pharmaceutical Industry) Market: Sales Value (in Million US$), 2017 & 2022
Figure 25: Global: Computational Biology (Pharmaceutical Industry) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 26: Global: Computational Biology (Commercial) Market: Sales Value (in Million US$), 2017 & 2022
Figure 27: Global: Computational Biology (Commercial) Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 28: North America: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 29: North America: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 30: United States: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 31: United States: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 32: Canada: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 33: Canada: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 34: Asia-Pacific: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 35: Asia-Pacific: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 36: China: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 37: China: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 38: Japan: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 39: Japan: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 40: India: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 41: India: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 42: South Korea: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 43: South Korea: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 44: Australia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 45: Australia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 46: Indonesia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 47: Indonesia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 48: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 49: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 50: Europe: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 51: Europe: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 52: Germany: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 53: Germany: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 54: France: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 55: France: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 56: United Kingdom: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 57: United Kingdom: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 58: Italy: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 59: Italy: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 60: Spain: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 61: Spain: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 62: Russia: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 63: Russia: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 64: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 65: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 66: Latin America: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 67: Latin America: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 68: Brazil: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 69: Brazil: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 70: Mexico: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 71: Mexico: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 72: Others: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 73: Others: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 74: Middle East and Africa: Computational Biology Market: Sales Value (in Million US$), 2017 & 2022
Figure 75: Middle East and Africa: Computational Biology Market: Breakup by Country (in %), 2022
Figure 76: Middle East and Africa: Computational Biology Market Forecast: Sales Value (in Million US$), 2023-2028
Figure 77: Global: Computational Biology Industry: SWOT Analysis
Figure 78: Global: Computational Biology Industry: Value Chain Analysis
Figure 79: Global: Computational Biology Industry: Porter's Five Forces Analysis
