PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1423574
PUBLISHER: Stratistics Market Research Consulting | PRODUCT CODE: 1423574
Gene Prediction Tools Market Forecasts to 2030 - Global Analysis By Component (Software and Service), Application, End User and By Geography
According to Stratistics MRC, the Global Gene Prediction Tools Market is accounted for $127.3 billion in 2023 and is expected to reach $464.1 billion by 2030 growing at a CAGR of 20.3% during the forecast period. Gene prediction tools are computational algorithms used to identify and annotate potential protein-coding regions within DNA sequences. They analyze genetic sequences, employing statistical models, hidden Markov models, or machine learning techniques to predict the locations of genes, coding regions, exon-intron boundaries, and regulatory elements. These tools aid in understanding genetic structures, facilitating gene annotation, functional analysis, and genome annotation in various organisms, contributing significantly to genomics and molecular biology research.
According to Briefings in Bioinformatics in 2021, a program called TSSFinder was used to describe the promoter sequences from Eukaryotic species. The initial transcription start site (TSS) prediction approach that uses a probabilistic model based on linear chain conditional random fields (LCCRFs) is TSSFinder, which was originally disclosed in the literature.
Market Dynamics:
Driver:
Rising demand for personalized medicines
The increasing demand for personalized medicine has been a driving force in the advancement of gene prediction tools. These tools utilize genetic information to predict an individual's likelihood of developing certain diseases, their response to particular medications, and potential adverse reactions. Gene prediction tools analyze an individual's genetic data to identify variations associated with diseases or drug metabolism, aiding in customizing treatment plans.
Restraint:
Data quality and complexity
Gene prediction tools face challenges with data quality due to variations in genome sequences, leading to errors in predictions. The complexity of gene structures, including alternative splicing and overlapping genes, adds intricacy, affecting accuracy. Moreover, the vast amount of available genomic data poses computational challenges, requiring robust algorithms to handle diverse genomic features. Consequently, limitations in data quality and complexities hinder precise gene predictions, impacting biological interpretations and downstream analyses.
Opportunity:
Growing adoption of bioinformatics
Bioinformatics plays a pivotal role in advancing gene prediction tools, driving their widespread adoption. Leveraging computational algorithms and biological data, bioinformatics enables accurate gene identification, annotation, and functional analysis. Its integration optimizes predictive models, employing sequence analysis, machine learning, and statistical methods to decipher genetic codes. The growing reliance on bioinformatics ensures enhanced precision, scalability, and accessibility of Gene Prediction Tools in various biological research domains.
Threat:
Stringent regulatory approval process
The stringent regulatory approval process for gene prediction tools poses several disadvantages. It often leads to prolonged development timelines, delaying crucial innovations in genetic research and clinical applications. High regulatory barriers limit accessibility and affordability, impeding smaller research groups or companies from contributing novel solutions. Additionally, these stringent processes may stifle innovation by favouring established tools, hindering the emergence of potentially more effective or groundbreaking technologies.
Covid-19 Impact:
Gene prediction tools played a crucial role in identifying viral genes, mutations, and functional components. These tools were used by researchers to evaluate the safety and efficacy of possible vaccine candidates in addition to identifying them. However, as the epidemic spread, numerous research projects unrelated to COVID-19 had to be cancelled or postponed due to resource reallocation, lockdowns, and disruptions in research activity. Consequently, there was a deceleration in the acceptance and application of gene prediction instruments in research domains other than COVID-19.
The software segment is expected to be the largest during the forecast period
The software segment is expected to be the largest during the forecast period. These tools utilize sophisticated algorithms to analyze genomic data, accurately predicting gene locations, structures, and functions. Key players in this market offer user-friendly interfaces, ensuring accessibility for researchers and clinicians. The software's ability to enhance precision in gene prediction significantly contributes to advancements in genomics research and personalized medicine, driving the market's expansion. As genomic data continues to grow, the demand for efficient and reliable gene prediction tools is expected to further propel market growth.
The diagnostics segment is expected to have the highest CAGR during the forecast period
The diagnostics segment is expected to have the highest CAGR during the forecast period. These tools play a crucial role in identifying genetic variations associated with diseases, aiding in personalized medicine. The demand for accurate and efficient diagnostic solutions has spurred innovation in gene prediction tools, creating a competitive market landscape. Key players are focusing on improving diagnostic accuracy, expanding applications, and enhancing user-friendly interfaces, contributing to the overall growth and evolution of the market.
Region with largest share:
North America is projected to hold the largest market share during the forecast period. Growing interest and investment in genetic research, particularly in fields like personalized medicine, cancer research, and agriculture, have increased the demand for sophisticated gene prediction tools. Biotech and pharmaceutical companies in the region are investing heavily in research and development related to gene editing, therapeutics, and diagnostics, further propelling the market growth.
Region with highest CAGR:
Asia Pacific is projected to hold the highest CAGR over the forecast period. Several factors were contributing to this expansion, including increased research and development activities in genomics, rising investments in biotechnology and pharmaceutical sectors, and growing awareness about personalized medicine. Countries were key contributors to this market due to their substantial investments in life sciences research. These nations had vibrant biotechnology industries and academic institutions conducting extensive genomic research.
Key players in the market
Some of the key players in Gene Prediction Tools market include AZoLifeSciences, Illumina, Inc., BGI Genomics, Geneious, Thermo Fisher Scientific, Inc., Genscript, Exiqon, Softberry Technologies, Qiagen NV, National Human Genome Research Institute, New England Biolabs, ERS Genomics, Horizon Discovery Ltd., Sangamo Therapeutics, Takara Bio Inc. and Merck KGaA.
Key Developments:
In June 2023, Illumina, Inc. disclosed the AI software for predicting disease-causing genetic mutations in patients. Through this, the company has enhanced its product portfolio and revenue growth.
In March 2022, Illumina, Inc. announced the launch of TruSigh Oncology (TSO) Comprehensive (EU). It is an examination that assesses various tumor of a patient's malignancy.
Components Covered:
- Software
- Service
Applications Covered:
- Diagnostics
- Medical Research
- Drug Discovery & Designing
- Other Applications
End Users Covered:
- Hospitals & Clinics
- Biotechnology Companies
- Academic Institutes & Research Centers
- Life Science Technology Vendors
- Other End Users
Regions Covered:
- North America
- US
- Canada
- Mexico
- Europe
- Germany
- UK
- Italy
- France
- Spain
- Rest of Europe
- Asia Pacific
- Japan
- China
- India
- Australia
- New Zealand
- South Korea
- Rest of Asia Pacific
- South America
- Argentina
- Brazil
- Chile
- Rest of South America
- Middle East & Africa
- Saudi Arabia
- UAE
- Qatar
- South Africa
- Rest of Middle East & Africa
What our report offers:
- Market share assessments for the regional and country-level segments
- Strategic recommendations for the new entrants
- Covers Market data for the years 2021, 2022, 2023, 2026, and 2030
- Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
- Strategic recommendations in key business segments based on the market estimations
- Competitive landscaping mapping the key common trends
- Company profiling with detailed strategies, financials, and recent developments
- Supply chain trends mapping the latest technological advancements
Free Customization Offerings:
All the customers of this report will be entitled to receive one of the following free customization options:
- Company Profiling
- Comprehensive profiling of additional market players (up to 3)
- SWOT Analysis of key players (up to 3)
- Regional Segmentation
- Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
- Competitive Benchmarking
- Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances
Table of Contents
1 Executive Summary
2 Preface
- 2.1 Abstract
- 2.2 Stake Holders
- 2.3 Research Scope
- 2.4 Research Methodology
- 2.4.1 Data Mining
- 2.4.2 Data Analysis
- 2.4.3 Data Validation
- 2.4.4 Research Approach
- 2.5 Research Sources
- 2.5.1 Primary Research Sources
- 2.5.2 Secondary Research Sources
- 2.5.3 Assumptions
3 Market Trend Analysis
- 3.1 Introduction
- 3.2 Drivers
- 3.3 Restraints
- 3.4 Opportunities
- 3.5 Threats
- 3.6 Product Analysis
- 3.7 Application Analysis
- 3.8 End User Analysis
- 3.9 Emerging Markets
- 3.10 Impact of Covid-19
4 Porters Five Force Analysis
- 4.1 Bargaining power of suppliers
- 4.2 Bargaining power of buyers
- 4.3 Threat of substitutes
- 4.4 Threat of new entrants
- 4.5 Competitive rivalry
5 Global Gene Prediction Tools Market, By Component
- 5.1 Introduction
- 5.2 Software
- 5.3 Service
6 Global Gene Prediction Tools Market, By Application
- 6.1 Introduction
- 6.2 Diagnostics
- 6.3 Medical Research
- 6.4 Drug Discovery & Designing
- 6.5 Other Applications
7 Global Gene Prediction Tools Market, By End User
- 7.1 Introduction
- 7.2 Hospitals & Clinics
- 7.3 Biotechnology Companies
- 7.4 Academic Institutes & Research Centers
- 7.5 Life Science Technology Vendors
- 7.7 Other End Users
8 Global Gene Prediction Tools Market, By Geography
- 8.1 Introduction
- 8.2 North America
- 8.2.1 US
- 8.2.2 Canada
- 8.2.3 Mexico
- 8.3 Europe
- 8.3.1 Germany
- 8.3.2 UK
- 8.3.3 Italy
- 8.3.4 France
- 8.3.5 Spain
- 8.3.6 Rest of Europe
- 8.4 Asia Pacific
- 8.4.1 Japan
- 8.4.2 China
- 8.4.3 India
- 8.4.4 Australia
- 8.4.5 New Zealand
- 8.4.6 South Korea
- 8.4.7 Rest of Asia Pacific
- 8.5 South America
- 8.5.1 Argentina
- 8.5.2 Brazil
- 8.5.3 Chile
- 8.5.4 Rest of South America
- 8.6 Middle East & Africa
- 8.6.1 Saudi Arabia
- 8.6.2 UAE
- 8.6.3 Qatar
- 8.6.4 South Africa
- 8.6.5 Rest of Middle East & Africa
9 Key Developments
- 9.1 Agreements, Partnerships, Collaborations and Joint Ventures
- 9.2 Acquisitions & Mergers
- 9.3 New Product Launch
- 9.4 Expansions
- 9.5 Other Key Strategies
10 Company Profiling
- 10.1 AZoLifeSciences
- 10.2 Illumina, Inc.
- 10.3 BGI Genomics
- 10.4 Geneious
- 10.5 Thermo Fisher Scientific, Inc.
- 10.6 Genscript
- 10.7 Exiqon
- 10.8 Softberry Technologies
- 10.9 Qiagen NV
- 10.10 National Human Genome Research Institute
- 10.11 New England Biolabs
- 10.12 ERS Genomics
- 10.13 Horizon Discovery Ltd.
- 10.14 Sangamo Therapeutics
- 10.15 Takara Bio Inc.
- 10.16 Merck KGaA
List of Tables
- Table 1 Global Gene Prediction Tools Market Outlook, By Region (2021-2030) ($MN)
- Table 2 Global Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 3 Global Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 4 Global Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 5 Global Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 6 Global Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 7 Global Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 8 Global Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 9 Global Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 10 Global Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 11 Global Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 12 Global Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 13 Global Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 14 Global Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 15 Global Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 16 North America Gene Prediction Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 17 North America Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 18 North America Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 19 North America Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 20 North America Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 21 North America Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 22 North America Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 23 North America Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 24 North America Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 25 North America Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 26 North America Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 27 North America Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 28 North America Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 29 North America Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 30 North America Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 31 Europe Gene Prediction Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 32 Europe Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 33 Europe Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 34 Europe Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 35 Europe Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 36 Europe Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 37 Europe Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 38 Europe Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 39 Europe Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 40 Europe Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 41 Europe Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 42 Europe Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 43 Europe Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 44 Europe Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 45 Europe Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 46 Asia Pacific Gene Prediction Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 47 Asia Pacific Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 48 Asia Pacific Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 49 Asia Pacific Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 50 Asia Pacific Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 51 Asia Pacific Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 52 Asia Pacific Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 53 Asia Pacific Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 54 Asia Pacific Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 55 Asia Pacific Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 56 Asia Pacific Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 57 Asia Pacific Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 58 Asia Pacific Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 59 Asia Pacific Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 60 Asia Pacific Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 61 South America Gene Prediction Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 62 South America Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 63 South America Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 64 South America Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 65 South America Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 66 South America Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 67 South America Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 68 South America Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 69 South America Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 70 South America Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 71 South America Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 72 South America Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 73 South America Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 74 South America Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 75 South America Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
- Table 76 Middle East & Africa Gene Prediction Tools Market Outlook, By Country (2021-2030) ($MN)
- Table 77 Middle East & Africa Gene Prediction Tools Market Outlook, By Component (2021-2030) ($MN)
- Table 78 Middle East & Africa Gene Prediction Tools Market Outlook, By Software (2021-2030) ($MN)
- Table 79 Middle East & Africa Gene Prediction Tools Market Outlook, By Service (2021-2030) ($MN)
- Table 80 Middle East & Africa Gene Prediction Tools Market Outlook, By Application (2021-2030) ($MN)
- Table 81 Middle East & Africa Gene Prediction Tools Market Outlook, By Diagnostics (2021-2030) ($MN)
- Table 82 Middle East & Africa Gene Prediction Tools Market Outlook, By Medical Research (2021-2030) ($MN)
- Table 83 Middle East & Africa Gene Prediction Tools Market Outlook, By Drug Discovery & Designing (2021-2030) ($MN)
- Table 84 Middle East & Africa Gene Prediction Tools Market Outlook, By Other Applications (2021-2030) ($MN)
- Table 85 Middle East & Africa Gene Prediction Tools Market Outlook, By End User (2021-2030) ($MN)
- Table 86 Middle East & Africa Gene Prediction Tools Market Outlook, By Hospitals & Clinics (2021-2030) ($MN)
- Table 87 Middle East & Africa Gene Prediction Tools Market Outlook, By Biotechnology Companies (2021-2030) ($MN)
- Table 88 Middle East & Africa Gene Prediction Tools Market Outlook, By Academic Institutes & Research Centers (2021-2030) ($MN)
- Table 89 Middle East & Africa Gene Prediction Tools Market Outlook, By Life Science Technology Vendors (2021-2030) ($MN)
- Table 90 Middle East & Africa Gene Prediction Tools Market Outlook, By Other End Users (2021-2030) ($MN)
