100+ datasets found
  1. c

    Global Bioinformatics Service Market Report 2025 Edition, Market Size,...

    • cognitivemarketresearch.com
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    Cognitive Market Research, Global Bioinformatics Service Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/bioinformatics-service-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the Global Bioinformatics Services Market Size will be USD XX Billion in 2023 and is set to achieve a market size of USD XX Billion by the end of 2031 growing at a CAGR of XX% from 2024 to 2031.

    • The global Bioinformatics services Market will expand significantly by XX% CAGR between 2024 and 2031.

    • Based on technology, Because of the growing number of platform applications and the need for improved tools for drug development, the bioinformatics platforms segment dominated the market.

    • In terms of service type, The sequencing services segment held the largest share and is anticipated to grow over the coming years

    • Based on application, The genomic segment dominated the bioinformatics market

    • Based on End-user, academic institutes and research centers segment hold the largest share.

    • Based on speciality segment, The medical bioinformatics segment holds the large share and is anticipated to expand at a substantial CAGR during the forecast period.

    • The North America region accounted for the highest market share in the Global Bioinformatics Services Market. CURRENT SCENARIO OF THE BIOINFORMATICS SERVICES

    Driving Factors of the Bioinformatics Services Market

    Expansive uses of bioinformatics across multiple sectors is propelling the market's growth.
    

    Several industries, such as the food, bioremediation, agriculture, forensics, and consumer industries, are also using bioinformatics services to improve the quality of their products and supply chain processes. Companies in a variety of sectors are rapidly utilizing bioinformatics services such as data integration, manipulation, lead generation, data management, in silico analysis, and advanced knowledge discovery.

    • Bioinformatics Approaches in Food Sciences

    In order to meet the needs of food production, food processing, enhancing the quality and nutritional content of food sources, and many other areas, bioinformatics plays a significant role in forecasting and evaluating the intended and undesired impacts of microorganisms on food, genomes, and proteomics research. Furthermore, bioinformatics techniques can be applied to produce crops with high yields and resistance to disease, among other desirable qualities. Additionally, there are numerous databases with information about food, including its components, nutritional value, chemistry, and biology.

    Genome Canada is proud to partner with five Institutes where there are five funding pools within this opportunity and Genome Canada is partnering on the Bioinformatics, Computational Biology and Health Data Sciences pool. (Source:https://genomecanada.ca/genome-canada-partners-with-cihr-to-launch-health-research-training-platform-2024-25/)

    • Bioinformatics in agriculture

    Bioinformatics is becoming more and more crucial in the gathering, storing, and processing of genomic data in the field of agricultural genomics, or agri-genomics. Generally referred to as agri-informatics, some of the various applications of bioinformatics tools and methods in agriculture focus on improving plant resistance against biotic and abiotic stressors as well as enhancing the nutritional quality in depleted soils. Beyond these uses, computer software-assisted gene discovery has enabled researchers to create focused strategies for seed quality enhancement, incorporate extra micronutrients into plants for improved human health, and create plants with phytoremediation potential.

    India/UK-based Agri-Genomics startup, Piatrika Biosystems has raised $1.2 Million in a seed round led by Ankur Capital. The company is bringing sustainable seeds and agri chemicals to market faster and cheaper. The investment will be used to build a strong Product Development team, also for more profound research, and to accelerate the productionising and commercialization of MVP. (Source:https://pressroom.icrisat.org/agri-genomics-startup-piatrika-biosystems-raises-12-million-in-seed-funding-led-by-ankur-capital)

    This expansion in the application areas of bioinformatics services is likely to drive the overall market growth. Bioinformatics services such as data integration, manipulation, lead discovery, data management, in silico analysis, and advanced knowledge discovery are increasingly being adopted by companies across various industries.&...

  2. Bioinformatics Market Research Report 2033

    • growthmarketreports.com
    csv, pdf, pptx
    Updated Jun 28, 2025
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    Growth Market Reports (2025). Bioinformatics Market Research Report 2033 [Dataset]. https://growthmarketreports.com/report/bioinformatics-market-global-industry-analysis
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Jun 28, 2025
    Dataset authored and provided by
    Growth Market Reports
    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Bioinformatics Market Outlook



    According to our latest research, the global bioinformatics market size reached USD 16.2 billion in 2024, reflecting robust industry momentum. The market is exhibiting a healthy compound annual growth rate (CAGR) of 13.1% and is projected to attain a value of USD 42.7 billion by 2033. This vigorous expansion is driven by the rapid integration of computational tools in life sciences, accelerating advancements in genomics, proteomics, and drug discovery. The increasing demand for personalized medicine and the surge in big data analytics within biological research are pivotal growth factors shaping the bioinformatics landscape.




    One of the principal growth factors fueling the bioinformatics market is the explosive rise in genomics research, particularly in the context of next-generation sequencing (NGS) technologies. The cost of sequencing has plummeted over the past decade, making large-scale genomic projects more accessible to both public and private sector entities. This democratization of sequencing technology has led to a significant influx of biological data, necessitating sophisticated bioinformatics tools for analysis, interpretation, and storage. The development of cloud-based bioinformatics platforms further enables researchers to manage and analyze vast datasets efficiently, fostering greater collaboration and innovation in genomics-driven healthcare, agriculture, and environmental sciences.




    Another critical driver is the increasing adoption of bioinformatics in drug discovery and development. Pharmaceutical and biotechnology companies are leveraging bioinformatics solutions to accelerate target identification, drug candidate screening, and biomarker discovery. The integration of artificial intelligence (AI) and machine learning algorithms within bioinformatics workflows is enhancing the predictive accuracy of drug response models and facilitating the identification of novel therapeutic targets. This not only shortens the drug development lifecycle but also reduces costs and improves the likelihood of clinical success. As precision medicine gains traction, bioinformatics is becoming indispensable in tailoring treatments based on individual genetic profiles, further propelling market growth across the healthcare sector.




    The expanding application of bioinformatics beyond human health is another significant growth factor. In agriculture, bioinformatics is instrumental in crop improvement, pest resistance, and livestock management through the analysis of genomic and phenotypic data. Environmental biotechnology also benefits from bioinformatics in monitoring biodiversity, tracking pathogen outbreaks, and assessing ecosystem health. Moreover, forensic biotechnology utilizes bioinformatics for DNA profiling and criminal investigations. These diverse applications underscore the versatility and critical importance of bioinformatics across multiple sectors, driving sustained investment and innovation in the market.




    From a regional perspective, North America continues to dominate the global bioinformatics market, accounting for the largest revenue share in 2024. This leadership is attributed to the presence of major industry players, significant government funding for genomics research, and a well-established healthcare infrastructure. Europe follows closely, supported by strong academic research and collaborative initiatives such as the European Bioinformatics Institute. Meanwhile, the Asia Pacific region is witnessing the fastest growth, fueled by rising investments in life sciences, expanding biotechnology industries, and increasing adoption of digital health solutions. Latin America and the Middle East & Africa are also emerging as promising markets, albeit at a comparatively nascent stage, driven by growing awareness and infrastructural improvements.





    Product & Service Analysis



    The bioinformatics market by product & service is segmented into software, hardware, and services, each playing a pivotal role in driving the

  3. f

    Summary of applications in bioinformatics.

    • plos.figshare.com
    xls
    Updated Jun 2, 2023
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    Michiaki Hamada; Hisanori Kiryu; Wataru Iwasaki; Kiyoshi Asai (2023). Summary of applications in bioinformatics. [Dataset]. http://doi.org/10.1371/journal.pone.0016450.t001
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    xlsAvailable download formats
    Dataset updated
    Jun 2, 2023
    Dataset provided by
    PLOS ONE
    Authors
    Michiaki Hamada; Hisanori Kiryu; Wataru Iwasaki; Kiyoshi Asai
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    The top row includes problems about RNA secondary structure predictions and the middle row includes problems about alignment of biological sequences. Note that the estimators in the same column corresponds to each other.

  4. Fantastic databases and where to find them: Web applications for researchers...

    • scielo.figshare.com
    jpeg
    Updated Jun 3, 2023
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    Gerda Cristal Villalba; Ursula Matte (2023). Fantastic databases and where to find them: Web applications for researchers in a rush [Dataset]. http://doi.org/10.6084/m9.figshare.20018091.v1
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    jpegAvailable download formats
    Dataset updated
    Jun 3, 2023
    Dataset provided by
    SciELOhttp://www.scielo.org/
    Authors
    Gerda Cristal Villalba; Ursula Matte
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Abstract Public databases are essential to the development of multi-omics resources. The amount of data created by biological technologies needs a systematic and organized form of storage, that can quickly be accessed, and managed. This is the objective of a biological database. Here, we present an overview of human databases with web applications. The databases and tools allow the search of biological sequences, genes and genomes, gene expression patterns, epigenetic variation, protein-protein interactions, variant frequency, regulatory elements, and comparative analysis between human and model organisms. Our goal is to provide an opportunity for exploring large datasets and analyzing the data for users with little or no programming skills. Public user-friendly web-based databases facilitate data mining and the search for information applicable to healthcare professionals. Besides, biological databases are essential to improve biomedical search sensitivity and efficiency and merge multiple datasets needed to share data and build global initiatives for the diagnosis, prognosis, and discovery of new treatments for genetic diseases. To show the databases at work, we present a a case study using ACE2 as example of a gene to be investigated. The analysis and the complete list of databases is available in the following website .

  5. Bioinformatics Market Analysis, Size, and Forecast 2025-2029: North America...

    • technavio.com
    Updated Jun 19, 2025
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    Technavio (2025). Bioinformatics Market Analysis, Size, and Forecast 2025-2029: North America (US, Canada, and Mexico), Europe (France, Germany, Italy, and UK), APAC (China, India, and Japan), and Rest of World (ROW) [Dataset]. https://www.technavio.com/report/bioinformatics-market-industry-analysis
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    Dataset updated
    Jun 19, 2025
    Dataset provided by
    TechNavio
    Authors
    Technavio
    Time period covered
    2021 - 2025
    Area covered
    Germany, Europe, France, Canada, Mexico, United Kingdom, United States, Global
    Description

    Snapshot img

    Bioinformatics Market Size 2025-2029

    The bioinformatics market size is forecast to increase by USD 15.98 billion at a CAGR of 17.4% between 2024 and 2029.

    The market is experiencing significant growth, driven by the reduction in the cost of genetic sequencing and the development of advanced bioinformatics tools for Next-Generation Sequencing (NGS) technologies. These advancements have led to an increase in the volume and complexity of genomic data, necessitating the need for sophisticated bioinformatics solutions. However, the market faces challenges, primarily the shortage of trained laboratory professionals capable of handling and interpreting the vast amounts of data generated. This skills gap can hinder the effective implementation and utilization of bioinformatics tools, potentially limiting the market's growth potential.
    Companies seeking to capitalize on market opportunities must focus on addressing this challenge by investing in training programs and collaborating with academic institutions. Additionally, data security, data privacy, and regulatory compliance are crucial aspects of the market, ensuring the protection and ethical use of sensitive biological data. Partnerships with technology providers and service organizations can help bridge the gap in expertise and resources, enabling organizations to leverage the power of bioinformatics for research and development, diagnostics, and personalized medicine applications.
    

    What will be the Size of the Bioinformatics Market during the forecast period?

    Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
    Request Free Sample

    The market is experiencing significant growth, driven by the increasing demand for precision medicine and the exploration of complex biological systems. Structural variation and gene regulation play crucial roles in gene networks and biological networks, necessitating advanced tools for SNP genotyping and statistical analysis. Precision medicine relies on the identification of mutations and biomarkers through mutation analysis and biomarker validation.
    Metabolic networks, protein microarrays, CDNA microarrays, and RNA microarrays contribute to the discovery of new insights in evolutionary biology and conservation biology. The integration of these technologies enables a comprehensive understanding of gene regulation, gene networks, and metabolic pathways, ultimately leading to the development of novel therapeutics. Protein-protein interactions and signal transduction pathways are essential in understanding protein networks and metabolic pathways. Ontology mapping and predictive modeling facilitate data warehousing and data analytics in this field.
    

    How is this Bioinformatics Industry segmented?

    The bioinformatics industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD million' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.

    Application
    
      Molecular phylogenetics
      Transcriptomic
      Proteomics
      Metabolomics
    
    
    Product
    
      Platforms
      Tools
      Services
    
    
    End-user
    
      Pharmaceutical and biotechnology companies
      CROs and research institutes
      Others
    
    
    Geography
    
      North America
    
        US
        Canada
        Mexico
    
    
      Europe
    
        France
        Germany
        Italy
        UK
    
    
      APAC
    
        China
        India
        Japan
    
    
      Rest of World (ROW)
    

    By Application Insights

    The molecular phylogenetics segment is estimated to witness significant growth during the forecast period. In the dynamic and innovative realm of bioinformatics, various technologies and techniques are shaping the future of research and development. Molecular phylogenetics, a significant branch of bioinformatics, employs molecular data to explore the evolutionary connections among species, offering enhanced insights into the intricacies of life. This technique has been instrumental in numerous research domains, such as drug discovery, disease diagnosis, and conservation biology. For instance, it plays a pivotal role in the study of viral evolution. By deciphering the molecular data of distinct virus strains, researchers can trace their evolutionary history and unravel their origins and transmission patterns.

    Furthermore, the integration of proteomic technologies, network analysis, data integration, and systems biology is expanding the scope of bioinformatics research and applications. Bioinformatics services, open-source bioinformatics, and commercial bioinformatics software are vital components of the market, catering to the diverse needs of researchers, industries, and institutions. Bioinformatics databases, including sequence databases and bioinformatics algorithms, are indispensable resources for storing, accessing, and analyzing biological data. In the realm of personalized medicine and drug di

  6. Bioinformatics Services Market By Type (Sequence, Gene Expression), By...

    • verifiedmarketresearch.com
    Updated Oct 21, 2024
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    VERIFIED MARKET RESEARCH (2024). Bioinformatics Services Market By Type (Sequence, Gene Expression), By Application (Genomics, Proteomics, Transcriptomics), By End-User (Biopharmaceutical Companies, Academic & Research Institutes), & Region For 2024-2031 [Dataset]. https://www.verifiedmarketresearch.com/product/bioinformatics-services-market/
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    Dataset updated
    Oct 21, 2024
    Dataset provided by
    Verified Market Researchhttps://www.verifiedmarketresearch.com/
    Authors
    VERIFIED MARKET RESEARCH
    License

    https://www.verifiedmarketresearch.com/privacy-policy/https://www.verifiedmarketresearch.com/privacy-policy/

    Time period covered
    2024 - 2031
    Area covered
    Global
    Description

    Bioinformatics Services Market size was valued at USD 11.1 Billion in 2023 and is projected to reach USD 3.58 Billion by 2031, growing at a CAGR of 15.06% from 2024-2031.

    Bioinformatics Services Market: Definition/ Overview

    Bioinformatics services cover a wide range of computational tools and methods for managing, analyzing, and interpreting biological data. These services enable the integration of data from domains such as genomics, proteomics, transcriptomics, and metabolomics to provide insights into biological systems. Drug discovery, customized medicine, gene sequencing, and biological data management are some of the most important applications of bioinformatics. Researchers and healthcare professionals use these services to analyze big datasets, detect disease markers, and develop tailored medicines, considerably improving the precision and efficiency of life science research.

  7. d

    Data from: MetaMiner (CF): A Disease-Oriented Bioinformatics Analysis...

    • datadiscoverystudio.org
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    MetaMiner (CF): A Disease-Oriented Bioinformatics Analysis Environment [Dataset]. http://datadiscoverystudio.org/geoportal/rest/metadata/item/c524c117453a4c53aa3fe8e4babbeec5/html
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    Description

    no abstract provided

  8. m

    Bioinformatics Market Size, Share, Trends, Growth Opportunities &...

    • meditechinsights.com
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    Medi-Tech Insights - Medi-Tech, Bioinformatics Market Size, Share, Trends, Growth Opportunities & Developments for Forecast 2024 to 2029 [Dataset]. https://meditechinsights.com/bioinformatics-market/
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    Dataset authored and provided by
    Medi-Tech Insights - Medi-Tech
    License

    https://meditechinsights.com/privacy-policy/https://meditechinsights.com/privacy-policy/

    Description

    The Global Bioinformatics Market is expected to grow at a rate of 13-14% by 2029. The rising government initiatives and funding for genomics research, increasing applications of bioinformatics in drug discovery and development, and advancements in sequencing technology are some of the key factors driving the global bioinformatics market. To learn more about the research […]

  9. B

    Bioinformatics Market Report

    • marketreportanalytics.com
    doc, pdf, ppt
    Updated Jun 17, 2025
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    Market Report Analytics (2025). Bioinformatics Market Report [Dataset]. https://www.marketreportanalytics.com/reports/bioinformatics-market-1942
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jun 17, 2025
    Dataset authored and provided by
    Market Report Analytics
    License

    https://www.marketreportanalytics.com/privacy-policyhttps://www.marketreportanalytics.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The size of the Bioinformatics Market was valued at USD 11.44 billion in 2024 and is projected to reach USD 33.50 billion by 2033, with an expected CAGR of 16.59% during the forecast period. The bioinformatics industry is growing rapidly, fueled by technological advancements and the augmented demand for personalized medicine. Bioinformatics, an integration of biology, computer science, and information technology, is pivotal in managing and analyzing biological data, more so in genomics and proteomics. The application of bioinformatics in drug research and development has improved the efficiency of pharmaceutical research by streamlining the identification of therapeutic targets and biomarkers. Also, the declining cost of genome sequencing has opened up bioinformatics tools, driving further market growth. The market is dominated by a wide variety of applications such as microbial genome analysis, gene engineering, drug discovery, personalized medicine, and other 'omics' research. Bioinformatics tools, platforms, and services are among the main products provided by industry players in this market. Academic collaborations and industry partners have driven innovation, and as a result, high-end algorithms and software solutions with high-end biological data complexity analysis capabilities have emerged. In spite of the encouraging growth trend, the bioinformatics market is challenged by issues like data privacy and the necessity for standardized data formats. Exorbitant prices of sophisticated bioinformatics tools and the need for trained professionals to manage these systems could also act as a dampener for market growth. Nevertheless, growing markets and ongoing technological developments offer lucrative opportunities for market players.

  10. Bioinformatics Services Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Dec 3, 2024
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    Dataintelo (2024). Bioinformatics Services Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/bioinformatics-services-market
    Explore at:
    pptx, csv, pdfAvailable download formats
    Dataset updated
    Dec 3, 2024
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Bioinformatics Services Market Outlook



    The global bioinformatics services market size was valued at approximately $2.5 billion in 2023 and is projected to reach roughly $6.8 billion by 2032, growing at a compound annual growth rate (CAGR) of around 11.5%. This impressive growth trajectory is largely driven by the increasing demand for advanced bioinformatics solutions in genomics and proteomics research, the rising prevalence of chronic diseases necessitating personalized medicine, and the growing application of bioinformatics in drug discovery and development processes. Additionally, the integration of artificial intelligence and machine learning in bioinformatics workflows is further accelerating market expansion by enhancing data analysis capabilities and predictive accuracy.



    One of the key growth factors in the bioinformatics services market is the exponential rise in biological data generation, fueled by advancements in sequencing technologies and the decreasing cost of genomic sequencing. This surge in data necessitates sophisticated bioinformatics services to manage, analyze, and interpret complex biological information, driving demand across various sectors. Furthermore, the shift towards personalized medicine, where treatments are tailored to individual genetic profiles, is significantly propelling the need for bioinformatics services. These services are pivotal in identifying genetic markers, understanding disease mechanisms, and devising targeted therapeutic strategies, thereby enhancing treatment outcomes.



    Another major driver is the expanding role of bioinformatics in drug discovery and development. Pharmaceutical and biotechnology companies are increasingly leveraging bioinformatics to streamline drug development processes, identify potential drug targets, and optimize clinical trials. The integration of bioinformatics into drug development pipelines not only accelerates the discovery of novel therapeutics but also reduces costs and improves the success rates of clinical trials. Moreover, bioinformatics services are crucial in facilitating multi-omics approaches, which integrate genomics, proteomics, transcriptomics, and metabolomics data to provide comprehensive insights into disease pathways and therapeutic responses.



    The growing prevalence of chronic diseases, such as cancer, diabetes, and cardiovascular disorders, is another significant factor driving the bioinformatics services market. As the burden of these diseases continues to rise globally, there is an increasing emphasis on developing innovative treatments and diagnostic tools. Bioinformatics services play a crucial role in understanding disease pathogenesis, identifying potential biomarkers, and developing predictive models for disease progression. Additionally, government initiatives and funding to support genomic research and the establishment of biobanks are further bolstering the market, as they create a conducive environment for the adoption of bioinformatics solutions.



    Regionally, North America is expected to maintain its dominance in the bioinformatics services market, owing to the presence of a robust healthcare infrastructure, substantial investment in research and development, and the early adoption of advanced technologies. However, the Asia Pacific region is anticipated to witness the highest growth rate over the forecast period, with a CAGR surpassing 13%. This growth is attributed to increasing investments in healthcare infrastructure, a growing focus on precision medicine, and rising government initiatives to support genomic research. The expanding biotechnology industry and the presence of a large patient pool in countries like China and India further contribute to the region's burgeoning market potential.



    Service Type Analysis



    In the bioinformatics services market, sequencing services represent a critical segment, driven by the increasing adoption of next-generation sequencing (NGS) technologies. These services are essential for the analysis of vast genomic data, enabling researchers to decipher genetic information with unprecedented speed and accuracy. The growing application of sequencing services in personalized medicine, agricultural biotechnology, and infectious disease research is further propelling this segment's growth. As sequencing technologies continue to evolve, there is a substantial demand for bioinformatics services that can efficiently process and interpret the large volumes of data generated, ensuring the segment's robust expansion in the coming years.



    Data analysis services form another significant component of the bioinformatics services m

  11. d

    Bioinformatics Market - Market Analysis, Sustainable Growth Insights...

    • datamintelligence.com
    pdf,excel,csv,ppt
    Updated Dec 11, 2024
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    DataM Intelligence (2024). Bioinformatics Market - Market Analysis, Sustainable Growth Insights 2024-2031 [Dataset]. https://www.datamintelligence.com/research-report/bioinformatics-market
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Dec 11, 2024
    Dataset authored and provided by
    DataM Intelligence
    License

    https://www.datamintelligence.com/terms-conditionshttps://www.datamintelligence.com/terms-conditions

    Area covered
    Global
    Description

    The Global Bioinformatics Market is expected to reach at a CAGR 12.8% during the forecast period (2024-2031).| DataM Intelligence

  12. Bioinformatics Software Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Bioinformatics Software Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/bioinformatics-software-market
    Explore at:
    csv, pptx, pdfAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Bioinformatics Software Market Outlook



    The global bioinformatics software market size was valued at approximately USD 10 billion in 2023, and it is projected to reach around USD 25 billion by 2032, growing at a robust CAGR of 11% during the forecast period. This remarkable growth is fueled by the increased application of bioinformatics in drug discovery and development, the rising demand for personalized medicine, and the ongoing advancements in sequencing technologies. The convergence of biology and information technology has led to the optimization of biological data management, propelling the market's expansion as it transforms the landscape of biotechnology and pharmaceutical research. The rapid integration of artificial intelligence and machine learning techniques to process complex biological data further accentuates the growth trajectory of this market.



    An essential growth factor for the bioinformatics software market is the burgeoning demand for sequencing technologies. The decreasing cost of sequencing has led to a massive increase in the volume of genomic data generated, necessitating advanced software solutions to manage and interpret this data efficiently. This demand is particularly evident in genomics and proteomics, where bioinformatics software plays a critical role in analyzing and visualizing large datasets. Additionally, the adoption of cloud computing in bioinformatics offers scalable resources and cost-effective solutions for data storage and processing, further fueling market growth. The increasing collaboration between research institutions and software companies to develop innovative bioinformatics tools is also contributing positively to market expansion.



    Another significant driver is the growth of personalized medicine, which relies heavily on bioinformatics for the analysis of individual genetic information to tailor therapeutic strategies. As healthcare systems worldwide move towards precision medicine, the demand for bioinformatics software that can integrate genetic, phenotypic, and environmental data becomes more pronounced. This trend is not only transforming patient care but also significantly impacting drug development processes, as pharmaceutical companies aim to create more effective and targeted therapies. The strategic partnerships and collaborations between biotech firms and bioinformatics software providers are critical in advancing personalized medicine and enhancing patient outcomes.



    The increasing prevalence of complex diseases such as cancer and neurological disorders necessitates comprehensive research efforts, driving the need for robust bioinformatics software. These diseases require multi-omics approaches for better understanding, diagnosis, and treatment, where bioinformatics tools are indispensable. The ongoing research and development activities in this area, supported by government funding and private investments, are fostering innovation in bioinformatics solutions. Furthermore, the development of user-friendly and intuitive software interfaces is expanding the market beyond specialized research labs to include clinical settings and hospitals, broadening the potential user base and enhancing market penetration.



    From a regional perspective, North America currently leads the bioinformatics software market, thanks to its advanced technological infrastructure, significant investment in healthcare R&D, and the presence of numerous key market players. The region accounted for the largest market share in 2023 and is expected to maintain its dominance throughout the forecast period. Meanwhile, the Asia Pacific region is anticipated to exhibit the highest CAGR, driven by increasing investments in biotechnology and pharmaceutical research, expanding healthcare infrastructure, and the rising adoption of bioinformatics in emerging economies like China and India. Europe's market growth is also significant, supported by substantial funding for genomic research and a strong focus on precision medicine initiatives.



    Lifesciences Data Mining and Visualization are becoming increasingly vital in the bioinformatics software market. As the volume of biological data continues to grow exponentially, the need for sophisticated tools to mine and visualize this data is paramount. These tools enable researchers to uncover hidden patterns and insights from complex datasets, facilitating breakthroughs in genomics, proteomics, and other life sciences fields. The integration of advanced data mining techniques with visualization capabilities allows for a more intuitive

  13. c

    Bioinformatics Market size was USD 12.76 Billion in 2022!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Apr 30, 2025
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    Cognitive Market Research (2025). Bioinformatics Market size was USD 12.76 Billion in 2022! [Dataset]. https://www.cognitivemarketresearch.com/bioinformatics-market-report
    Explore at:
    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Apr 30, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Bioinformatics market size was USD 12.76 Billion in 2022 and it is forecasted to reach USD 29.32 Billion by 2030. Bioinformatics Industry's Compound Annual Growth Rate will be 10.4% from 2023 to 2030. What are the driving factors for the Bioinformatics market?

    The primary factors propelling the global bioinformatics industry are advances in genomics, rising demand for protein sequencing, and rising public-private sector investment in bioinformatics. Large volumes of data are being produced by the expanding use of next-generation sequencing (NGS) and other genomic technologies; these data must be analyzed using advanced bioinformatics tools. Furthermore, the global bioinformatics industry may benefit from the development of emerging advanced technologies. However, the bioinformatics discipline contains intricate algorithms and massive amounts of data, which can be difficult for researchers and demand a lot of processing power. What is Bioinformatics?

    Bioinformatics is related to genetics and genomics, which involves the use of computer technology to store, collect, analyze, and disseminate biological information, and data, such as DNA and amino acid sequences or annotations about these sequences. Researchers and medical professionals use databases that organize and index this biological data to better understand health and disease, and in some circumstances, as a component of patient care. Through the creation of software and algorithms, bioinformatics is primarily used to extract knowledge from biological data. Bioinformatics is frequently used in the analysis of genomics, proteomics, 3D protein structure modeling, image analysis, drug creation, and many other fields.

  14. f

    Data_Sheet_1_CABGen: A Web Application for the Bioinformatic Analysis of...

    • frontiersin.figshare.com
    pdf
    Updated Jun 2, 2023
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    Felicita Mabel Duré; Melise Chaves Silveira; Cláudio Marcos Rocha-de-Souza; Robson Souza Leão; Ivson Cassiano de Oliveira Santos; Rodolpho Mattos Albano; Elizabeth Andrade Marques; Ana Paula D’Alincourt Carvalho-Assef; Fabricio Alves Barbosa da Silva (2023). Data_Sheet_1_CABGen: A Web Application for the Bioinformatic Analysis of Bacterial Genomes.PDF [Dataset]. http://doi.org/10.3389/fmicb.2022.893474.s001
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    pdfAvailable download formats
    Dataset updated
    Jun 2, 2023
    Dataset provided by
    Frontiers
    Authors
    Felicita Mabel Duré; Melise Chaves Silveira; Cláudio Marcos Rocha-de-Souza; Robson Souza Leão; Ivson Cassiano de Oliveira Santos; Rodolpho Mattos Albano; Elizabeth Andrade Marques; Ana Paula D’Alincourt Carvalho-Assef; Fabricio Alves Barbosa da Silva
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Due to recent developments in NGS technologies, genome sequencing is generating large volumes of new data containing a wealth of biological information. Understanding sequenced genomes in a biologically meaningful way and delineating their functional and metabolic landscapes is a first-level challenge. Considering the global antimicrobial resistance (AMR) problem, investments to expand surveillance and improve existing genome analysis technologies are pressing. In addition, the speed at which new genomic data is generated surpasses our capacity to analyze it with available bioinformatics methods, thus creating a need to develop new, user-friendly and comprehensive analytical tools. To this end, we propose a new web application, CABGen,1 developed with open-source software. CABGen allows storing, organizing, analyzing, and interpreting bioinformatics data in a friendly, scalable, easy-to-use environment and can process data from bacterial isolates of different species and origins. CABGen has three modules: Upload Sequences, Analyze Sequences, and Verify Results. Functionalities include coverage estimation, species identification, de novo genome assembly, and assembly quality, genome annotation, MLST mapping, searches for genes related to AMR, virulence, and plasmids, and detection of point mutations in specific AMR genes. Visualization tools are also available, greatly facilitating the handling of biological data. The reports include those results that are clinically relevant. To illustrate the use of CABGen, whole-genome shotgun data from 181 bacterial isolates of different species collected in 5 Brazilian regions between 2018 and 2020 were uploaded and submitted to the platform’s modules.

  15. B

    Bioinformatics Platforms Market Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 17, 2025
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    Data Insights Market (2025). Bioinformatics Platforms Market Report [Dataset]. https://www.datainsightsmarket.com/reports/bioinformatics-platforms-market-7647
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jun 17, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The size of the Bioinformatics Platforms Market market was valued at USD 16.36 Million in 2023 and is projected to reach USD 27.93 Million by 2032, with an expected CAGR of 7.94% during the forecast period. The Bioinformatics Platforms Market includes the software and tools required to understand biological data that contain genomic, proteomic, or metabolic data. These platforms include support for various applications like drug discovery, individualized medicine, and clinically related diagnostics through helps of data integration, statistical analysis and visualization. Some of the emerging trends that are driving the bioinformatics market are cloud-based bioinformatics solutions to support scalability and collaboration, advanced machine learning and artificial intelligence (AI) technologies to accurately analyze raised significance of multi-omics data integration for profound tumor bioinformatics analysis. Such factors pulling the market ahead include increasing volume of biological data in facets like research and clinical trials, evolving sequencing technologies, along with the increasing requirement for enhanced data management and analysis in genomics and proteomics. Further, the rising usage of bioinformatics for customized treatment and the growing number of research studies in genomics complement the market’s growth. Recent developments include: In June 2022, California's biotechnology research startup LatchBio launched an end-to-end bioinformatics platform for handling big biotech data to accelerate scientific discovery., In March 2022, ARUP launched Rio, a bioinformatics pipeline and analytics platform for better, faster next-generation sequencing test results.. Key drivers for this market are: Increasing Demand for Nucleic Acid and Protein Sequencing, Increasing Initiatives from Governments and Private Organizations; Accelerating Growth of Proteomics and Genomics; Increasing Research on Molecular Biology and Drug Discovery. Potential restraints include: Lack of Well-defined Standards and Common Data Formats for Integration of Data, Data Complexity Concerns and Lack of User-friendly Tools. Notable trends are: Sequence Analysis Platform Segment is Expected Hold a Significant Share Over the Forecast Period.

  16. Bioinformatics Market Report | Global Forecast From 2025 To 2033

    • dataintelo.com
    csv, pdf, pptx
    Updated Jan 7, 2025
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    Dataintelo (2025). Bioinformatics Market Report | Global Forecast From 2025 To 2033 [Dataset]. https://dataintelo.com/report/global-bioinformatics-market
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    pdf, csv, pptxAvailable download formats
    Dataset updated
    Jan 7, 2025
    Dataset authored and provided by
    Dataintelo
    License

    https://dataintelo.com/privacy-and-policyhttps://dataintelo.com/privacy-and-policy

    Time period covered
    2024 - 2032
    Area covered
    Global
    Description

    Bioinformatics Market Outlook



    The global bioinformatics market size was projected at $10.4 billion in 2023 and is anticipated to grow to $24.8 billion by 2032, with a compound annual growth rate (CAGR) of 10.2%. This rapid growth is primarily attributed to the increasing demand for bioinformatics tools in genomics and proteomics research, thereby enhancing data interpretation and analysis capabilities. Additionally, the surge in the adoption of cloud-based solutions and the increasing volume of biological data generated through research activities are key factors driving the market growth. Furthermore, the rising emphasis on precision medicine and personalized healthcare approaches plays a significant role in the expansion of this market.



    One of the major growth factors driving the bioinformatics market is the vast amount of biological data being generated, necessitating advanced data analysis and management tools. The advent of next-generation sequencing technologies has revolutionized genetic research, leading to exponential data generation. Bioinformatics provides the necessary computational solutions to manage, analyze, and interpret this data efficiently. Moreover, the increasing collaboration between biological scientists and computer experts is further accelerating the development of novel bioinformatics tools, enhancing their application across various domains. This interdisciplinary approach is not only improving research outcomes but also facilitating the discovery of new biological insights.



    Another significant growth driver is the rising investment in research and development in the field of genomics and proteomics. Governments and private organizations across the globe are investing heavily in life sciences research to understand complex biological processes and diseases better. These investments are expected to increase the demand for sophisticated bioinformatics tools and services. Additionally, the integration of artificial intelligence and machine learning with bioinformatics is opening new avenues for research, enabling more precise data analysis and prediction models. This technological convergence is expected to provide significant growth opportunities for the bioinformatics market during the forecast period.



    The increasing prevalence of chronic diseases and the growing need for personalized medicine are also contributing to the expansion of the bioinformatics market. Personalized medicine, which tailors healthcare to individual patients, relies heavily on bioinformatics to analyze genetic information and develop targeted therapies. As healthcare systems worldwide shift towards more personalized approaches, the demand for bioinformatics solutions is expected to rise significantly. Moreover, bioinformatics plays a crucial role in drug discovery and development processes, providing insights that accelerate the identification of potential drug targets and biomarkers.



    The role of Life Sciences Software in the bioinformatics market is becoming increasingly prominent as researchers and healthcare providers seek more sophisticated tools to manage and analyze complex biological data. These software solutions are essential for processing the vast amounts of data generated by modern research techniques, such as next-generation sequencing and mass spectrometry. By providing robust data management and analysis capabilities, Life Sciences Software enables researchers to gain deeper insights into genetic and proteomic information, facilitating the discovery of new therapeutic targets and the development of personalized medicine approaches. As the demand for precision medicine continues to grow, the importance of Life Sciences Software in bioinformatics is expected to rise, driving innovation and market expansion.



    Regionally, North America holds the largest share of the bioinformatics market due to the presence of a well-established healthcare infrastructure and significant investments in biotechnological research. The region is home to several leading bioinformatics companies and research institutions, which are at the forefront of innovation and technological advancements. Additionally, the Asia Pacific region is expected to witness the fastest growth during the forecast period, driven by increasing government funding for genomics research and the growing adoption of bioinformatics in emerging economies like China and India. The expansion of biopharmaceutical industries and a rising focus on precision medicine in these regions are further contributing to market growth.



    Pro

  17. Bioinformatics Market Growth Analysis Research Report by Products and...

    • marketreportservice.com
    Updated Nov 2, 2023
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    Market Report Service (2023). Bioinformatics Market Growth Analysis Research Report by Products and Services (Knowledge Management Tools, Bioinformatics Platform, and Bioinformatics Services), Applications (Microbial Genome, Gene Engineering, Drug Development, Personalized Medicine, Omics, and Other Applications), and Regional Forecast till 2030 [Dataset]. https://marketreportservice.com/reports/bioinformatics-market-54667
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    Dataset updated
    Nov 2, 2023
    Dataset provided by
    Authors
    Market Report Service
    License

    https://marketreportservice.com/privacy-policyhttps://marketreportservice.com/privacy-policy

    Description

    Bioinformatics Market Growth Analysis Research Report by Products and Services (Knowledge Management Tools, Bioinformatics Platform, and Bioinformatics Services)

  18. G

    Global Bioinformatics Service Market Report

    • archivemarketresearch.com
    doc, pdf, ppt
    Updated Jan 23, 2025
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    Archive Market Research (2025). Global Bioinformatics Service Market Report [Dataset]. https://www.archivemarketresearch.com/reports/global-bioinformatics-service-market-9129
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    ppt, pdf, docAvailable download formats
    Dataset updated
    Jan 23, 2025
    Dataset authored and provided by
    Archive Market Research
    License

    https://www.archivemarketresearch.com/privacy-policyhttps://www.archivemarketresearch.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    global
    Variables measured
    Market Size
    Description

    The market is segmented into four main types: NGS, chemoinformatics, microarray data analysis, and biological data curation. NGS is the largest segment, accounting for over 50% of the market share. Chemoinformatics is the second largest segment, accounting for around 25% of the market share. Microarray data analysis and biological data curation are the two smallest segments, each accounting for less than 10% of the market share.NGS is used for a variety of applications, including genome sequencing, transcriptome analysis, and whole genome de novo assembly. Chemoinformatics is used for a variety of applications, including drug discovery, molecular modeling, and clinical trial data management. Microarray data analysis is used for a variety of applications, including gene expression analysis and DNA methylation analysis. Biological data curation is used for a variety of applications, including data integration, data annotation, and data storage. Recent developments include: In July 2023, FOXO Technologies launched its Bioinformatics Services, aiming to transform the analysis of epigenetic data. This platform accelerates breakthroughs in biology, biotechnology, and healthcare and redefines the growing field of epigenetic research. This initiative addresses the longstanding challenges in processing, analyzing, and interpreting epigenetic data..

  19. B

    Bioinformatics Data Analysis Service Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated Jun 24, 2025
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    Data Insights Market (2025). Bioinformatics Data Analysis Service Report [Dataset]. https://www.datainsightsmarket.com/reports/bioinformatics-data-analysis-service-523584
    Explore at:
    doc, ppt, pdfAvailable download formats
    Dataset updated
    Jun 24, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The Bioinformatics Data Analysis Services market is experiencing robust growth, driven by the exponential increase in biological data generated through next-generation sequencing (NGS) and other high-throughput technologies. The market's expansion is fueled by the rising demand for personalized medicine, precision oncology, drug discovery, and agricultural biotechnology. Advancements in cloud computing and artificial intelligence (AI) are further accelerating the adoption of these services, enabling faster and more efficient analysis of complex datasets. Key players like Illumina, Thermo Fisher Scientific, and QIAGEN are strategically investing in R&D and acquisitions to strengthen their market positions and offer comprehensive solutions. The market is segmented based on service type (e.g., genomics, transcriptomics, proteomics), application (e.g., drug discovery, diagnostics), and deployment mode (cloud-based, on-premise). Competitive landscape is characterized by both large established players and smaller specialized companies focusing on niche applications. While the market faces challenges such as data security concerns and the need for skilled bioinformaticians, the overall growth trajectory remains positive. Looking ahead to 2033, the market is projected to maintain a significant Compound Annual Growth Rate (CAGR), fueled by continuous technological innovation and expanding applications. The increasing accessibility of bioinformatics tools and services, coupled with government initiatives promoting genomic research, will further propel market expansion. The integration of big data analytics and AI will play a critical role in unlocking valuable insights from complex biological datasets, leading to breakthroughs in various healthcare and research domains. Furthermore, strategic partnerships and collaborations between bioinformatics companies and research institutions will contribute to the market's continued growth. Despite potential restraints like regulatory hurdles and the high cost of advanced analytical tools, the long-term outlook for the Bioinformatics Data Analysis Services market remains highly promising.

  20. C

    Bioinformatics for Researchers in Life Sciences: Tools and Learning...

    • data.iadb.org
    csv, pdf
    Updated Apr 10, 2025
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    IDB Datasets (2025). Bioinformatics for Researchers in Life Sciences: Tools and Learning Resources [Dataset]. http://doi.org/10.60966/kwvb-wr19
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    csv(276253), pdf(2989058), csv(355108)Available download formats
    Dataset updated
    Apr 10, 2025
    Dataset provided by
    IDB Datasets
    License

    Attribution-NonCommercial-NoDerivs 3.0 (CC BY-NC-ND 3.0)https://creativecommons.org/licenses/by-nc-nd/3.0/
    License information was derived automatically

    Time period covered
    Jan 1, 2020 - Jan 1, 2021
    Description

    The COVID-19 pandemic has shown that bioinformatics--a multidisciplinary field that combines biological knowledge with computer programming concerned with the acquisition, storage, analysis, and dissemination of biological data--has a fundamental role in scientific research strategies in all disciplines involved in fighting the virus and its variants. It aids in sequencing and annotating genomes and their observed mutations; analyzing gene and protein expression; simulation and modeling of DNA, RNA, proteins and biomolecular interactions; and mining of biological literature, among many other critical areas of research. Studies suggest that bioinformatics skills in the Latin American and Caribbean region are relatively incipient, and thus its scientific systems cannot take full advantage of the increasing availability of bioinformatic tools and data. This dataset is a catalog of bioinformatics software for researchers and professionals working in life sciences. It includes more than 300 different tools for varied uses, such as data analysis, visualization, repositories and databases, data storage services, scientific communication, marketplace and collaboration, and lab resource management. Most tools are available as web-based or desktop applications, while others are programming libraries. It also includes 10 suggested entries for other third-party repositories that could be of use.

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Cognitive Market Research, Global Bioinformatics Service Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue [Dataset]. https://www.cognitivemarketresearch.com/bioinformatics-service-market-report

Global Bioinformatics Service Market Report 2025 Edition, Market Size, Share, CAGR, Forecast, Revenue

Explore at:
pdf,excel,csv,pptAvailable download formats
Dataset authored and provided by
Cognitive Market Research
License

https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

Time period covered
2021 - 2033
Area covered
Global
Description

According to Cognitive Market Research, the Global Bioinformatics Services Market Size will be USD XX Billion in 2023 and is set to achieve a market size of USD XX Billion by the end of 2031 growing at a CAGR of XX% from 2024 to 2031.

• The global Bioinformatics services Market will expand significantly by XX% CAGR between 2024 and 2031.

• Based on technology, Because of the growing number of platform applications and the need for improved tools for drug development, the bioinformatics platforms segment dominated the market.

• In terms of service type, The sequencing services segment held the largest share and is anticipated to grow over the coming years

• Based on application, The genomic segment dominated the bioinformatics market

• Based on End-user, academic institutes and research centers segment hold the largest share.

• Based on speciality segment, The medical bioinformatics segment holds the large share and is anticipated to expand at a substantial CAGR during the forecast period.

• The North America region accounted for the highest market share in the Global Bioinformatics Services Market. CURRENT SCENARIO OF THE BIOINFORMATICS SERVICES

Driving Factors of the Bioinformatics Services Market

Expansive uses of bioinformatics across multiple sectors is propelling the market's growth.

Several industries, such as the food, bioremediation, agriculture, forensics, and consumer industries, are also using bioinformatics services to improve the quality of their products and supply chain processes. Companies in a variety of sectors are rapidly utilizing bioinformatics services such as data integration, manipulation, lead generation, data management, in silico analysis, and advanced knowledge discovery.

• Bioinformatics Approaches in Food Sciences

In order to meet the needs of food production, food processing, enhancing the quality and nutritional content of food sources, and many other areas, bioinformatics plays a significant role in forecasting and evaluating the intended and undesired impacts of microorganisms on food, genomes, and proteomics research. Furthermore, bioinformatics techniques can be applied to produce crops with high yields and resistance to disease, among other desirable qualities. Additionally, there are numerous databases with information about food, including its components, nutritional value, chemistry, and biology.

Genome Canada is proud to partner with five Institutes where there are five funding pools within this opportunity and Genome Canada is partnering on the Bioinformatics, Computational Biology and Health Data Sciences pool. (Source:https://genomecanada.ca/genome-canada-partners-with-cihr-to-launch-health-research-training-platform-2024-25/)

• Bioinformatics in agriculture

Bioinformatics is becoming more and more crucial in the gathering, storing, and processing of genomic data in the field of agricultural genomics, or agri-genomics. Generally referred to as agri-informatics, some of the various applications of bioinformatics tools and methods in agriculture focus on improving plant resistance against biotic and abiotic stressors as well as enhancing the nutritional quality in depleted soils. Beyond these uses, computer software-assisted gene discovery has enabled researchers to create focused strategies for seed quality enhancement, incorporate extra micronutrients into plants for improved human health, and create plants with phytoremediation potential.

India/UK-based Agri-Genomics startup, Piatrika Biosystems has raised $1.2 Million in a seed round led by Ankur Capital. The company is bringing sustainable seeds and agri chemicals to market faster and cheaper. The investment will be used to build a strong Product Development team, also for more profound research, and to accelerate the productionising and commercialization of MVP. (Source:https://pressroom.icrisat.org/agri-genomics-startup-piatrika-biosystems-raises-12-million-in-seed-funding-led-by-ankur-capital)

This expansion in the application areas of bioinformatics services is likely to drive the overall market growth. Bioinformatics services such as data integration, manipulation, lead discovery, data management, in silico analysis, and advanced knowledge discovery are increasingly being adopted by companies across various industries.&...

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