首页 > 市场调查报告书 > 製药

以基因为基之药物开发

市场调查报告书

商品编码

1555532

计算生物学市场，按服务、按应用、按最终用户、按国家和地区 - 2024-2032 年行业分析、市场规模、市场份额和预测

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

出版日期: 2024年08月04日 | 出版商:

AnalystView Market Insights | 英文 289 Pages | 商品交期: 2-3个工作天内

价格

简介目录

报告要点

2023年计算生物学市场规模为56.0874亿美元，2024年至2032年复合年增长率为14.22%。

市场的主要参与者包括软体开发商、生物技术公司和研究机构。随着生命科学领域对数据驱动洞察的需求增加，预计该市场将大幅扩张，从而改善诊断、标靶治疗和整体医疗保健结果。

计算生物学市场-市场动态

慢性病的日益普及推动了对计算生物学市场的需求

慢性病的日益普及极大地推动了计算生物学市场的扩张。糖尿病、心血管疾病和癌症等慢性疾病需要复杂、长期的管理策略和个人化治疗方法。根据世界卫生组织的数据，非传染性疾病 (NCD) 每年导致 4,100 万人死亡，相当于全球死亡人数的 74%。每年有 1700 万人在 70 岁前死于非传染性疾病； 86% 的过早死亡发生在低收入和中等收入国家。计算生物学提供了分析大量生物资料、建模疾病过程和预测患者对各种治疗的反应所需的工具。

透过整合基因组学、蛋白质组学和其他组学领域的资料，计算生物学使研究人员和临床医生能够发现新的生物标记、了解疾病机制并开发标靶疗法。这种数据驱动的方法不仅增强了我们对慢性病的理解，而且支持精准医学的发展，最终改善患者的治疗结果并推动计算生物学市场的成长。

计算生物学市场-关键见解

根据我们的研究分析师分享的分析，预计全球市场在预测期内（2024-2032 年）每年将以 14.22% 左右的复合年增长率成长

根据服务细分，预计 In House 将在 2023 年显示最大的市场份额

基于应用细分，药物发现和疾病建模是 2023 年的主导类型

按地区划分，北美是 2023 年的主要收入来源

计算生物学市场-細項分析：

全球计算生物学市场根据服务、应用、分布和区域进行细分。

市场根据最终用户分为三类：工业、学术和商业。最大且成长最快的领域是工业和商业。企业越来越多地使用计算生物学的资料库和解决方案来分析不同的资料集并产生一系列生物产品。这些系统被製药和生物製药企业用于药物研究和发现，利用大量的蛋白质、胺基酸以及核酸资料库。

市场根据应用分为五大类：药物发现和疾病建模、细胞和生物模拟、临床试验、临床前药物开发和人体模拟软体。目标识别在药物发现和疾病建模领域占据主导地位，并拥有最大的股东。计算生物学有可能改变药物的设计方式、加速药物发现过程并降低成本。在不久的将来，由于搜寻过程目标识别阶段的计算方法的兴起，预计该细分市场将成长更多。

计算生物学市场-地理洞察

在北美，在该地区先进的研究基础设施和不断增加的医疗保健创新投资的推动下，计算生物学市场正在经历强劲增长。美国在市场上占据主导地位，由于其生物技术公司、製药公司和研究机构的强大存在，贡献了巨大的份额。美国是许多领先的计算生物学公司和大学的所在地，创造了一个加速新技术和解决方案开发的协作环境。据国家卫生委员会称，慢性病通常无法治癒且持续存在，影响约 1.33 亿美国人，占该国总人口的 40% 以上。人患有多种疾病。

加拿大在市场上也发挥着显着的作用，它越来越重视个人化医疗和基因组学。加拿大政府的支持政策和融资措施进一步促进了该产业的扩张。这种增长的推动因素包括对先进资料分析工具的需求不断增长、对基因组研究的投资不断增加以及计算生物学在药物发现和开发中的广泛使用。

计算生物学市场-竞争格局：

计算生物学市场的特点是充满活力且多样化的参与者，涵盖技术公司、生物技术公司和研究机构。 IBM 等领先公司凭藉其先进的人工智慧驱动分析技术，以及 Illumina 以其基因组定序技术而闻名，凭藉其尖端的解决方案和广泛的研究能力，占据着重要的市场地位。其他着名的参与者包括 Thermo Fisher Scientific（提供一系列生物资讯工具和软体）和 10x Genomics（以其在单细胞基因组学和空间生物学方面的创新而闻名）。此外，许多新创公司和中型公司正在药物发现、个人化医疗和系统生物学领域的专业应用方面取得长足进展。这些公司通常透过利基专业知识、独特的演算法或机器学习和人工智慧的整合来提高预测准确性并加速研究进程，从而使自己脱颖而出。

这些参与者之间的协作和伙伴关係，以及云端运算和资料整合技术的进步，正在塑造竞争激烈且快速发展的市场格局。

概述
- 按应用分類的细分市场占有率分析
- 药物发现与疾病建模
  - 目标识别
  - 目标验证
  - 潜在客户发现
  - 潜在客户优化
- 细胞与生物模拟
  - 计算基因组学
  - 资料库
  - 基础设施
  - 软体与服务
  - 计算蛋白质体学
  - 药物基因组学
  - 其他的
- 临床试验
- 临床前药物开发
- 人体模拟软体

第 9 章：计算生物学市场 - 依最终用户

概述
- 按最终用户分類的细分市场占有率分析
- 产业
- 学者
- 商业的

第 10 章：计算生物学市场 - 按地理位置

介绍
- 按地理位置分類的细分市场占有率分析
北美洲
- 概述
- 北美计算生物学主要製造商
- 北美市场规模和预测（按国家）
- 北美市场规模和预测（按服务）
- 北美市场规模和预测（按应用）
- 北美市场规模和预测（按最终用户）
- 我们
- 加拿大
欧洲
- 概述
- 欧洲计算生物学主要製造商
- 欧洲市场规模和预测（按国家）
- 欧洲市场规模和预测（按服务）
- 欧洲市场规模和预测（按应用）
- 欧洲市场规模和预测（按最终用户）
- 德国
- 义大利
- 英国
- 法国
- 俄罗斯
- 荷兰
- 瑞典
- 波兰
- 欧洲其他地区
亚太地区 (APAC)
- 概述
- 亚太地区计算生物学主要製造商
- 亚太地区市场规模与预测（按国家）
- 亚太地区市场规模与预测（按服务）
- 亚太地区市场规模与预测（按应用）
- 亚太地区市场规模和预测（按最终用户）
- 印度
- 中国
- 日本
- 韩国
- 澳洲
- 泰国
- 印尼
- 菲律宾
- 亚太地区其他地区
拉丁美洲
- 概述
- 拉丁美洲计算生物学主要製造商
- 拉丁美洲市场规模与预测（按国家）
- 拉丁美洲市场规模与预测（按服务）
- 拉丁美洲市场规模与预测（按应用）
- 拉丁美洲市场规模和预测（按最终用户）
- 巴西
- 墨西哥
- 阿根廷
- 哥伦比亚
- 拉丁美洲其他地区
中东和非洲
- 概述
- 中东和非洲计算生物学主要製造商
- 中东和非洲市场规模及预测（按国家）
- 中东和非洲市场规模及预测（按服务）
- 中东和非洲市场规模及预测（按应用）
- 中东和非洲市场规模和预测（按最终用户）
- 沙乌地阿拉伯
- 阿拉伯聯合大公国
- 以色列
- 土耳其
- 阿尔及利亚
- 埃及
- MEA 的其余部分

第 11 章：关键供应商分析 - 计算生物产业

竞争仪表板
公司简介
- 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

第 12 章：360 度分析师视角

第 13 章：附录

研究方法
参考
缩写
免责声明
联络我们

简介目录

Product Code: ANV3579

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

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