Importance & Scope:
Metabolomics is now being extensively used in pharmaceutical and biotechnology industries for biomarker and drug discovery; pharmaceutical and biotechnology industries are expected to grow at a high rate in coming years, which is expected to boost the growth of the market.
Marianna Tcherpakov from BCC Research said “Like other omics, a metabolomics approach has big impacts in research and product development, especially in the area of biomarker and drug discovery applications”.
In 2012 The National Institutes of Health said that they are to invest $14.3 million for metabolomics research, potentially investing more than $51.4 million over five years, to accelerate an emerging field of biomedical research known as metabolomics. As per National Center for Biotechnology Information, metabolomics has matured over the past 10 years. Over 300 studies have been completed over the past 5 years. [Source: Ref1]
Why Philadelphia?
According to Greater Philadelphia Regional 2013 report, The region is home to nearly 1,200 Life Science establishments from global pharmaceutical leaders to medical device and diagnostics to biotech and contract research organizations. Universities in Greater Philadelphia award 2,612 certificates and degrees in biological and biomedical sciences and an additional 661 degrees in pharmacy majors, creating a large pool of skilled graduates. Home to 101 degree-granting institutions, Greater Philadelphia ranks as one of the nation’s leading centers for higher education with a total of 91,844 degrees and certificates awarded. This provides a steady pipeline of highly-educated people who enter the workforce or launch startup companies in the Greater Philadelphia region.
The Greater Philadelphia region is among the nation’s top 5 research and development (R&D) centers by spending according to Select Greater Philadelphia’s Research & Development Study conducted in 2011. Greater Philadelphia’s private sectors made up the bulk of this spending with a total of $8.9 billion, followed by colleges and universities which accounted for more than $1.3 billion in spending. Top Fortune 1,000 Companies are Head quartered in the region with 1,000+ employees.
As per pagoppolicy.com The Greater Philadelphia region (GPR) is the tri-state, 11-county region covering Northern Delaware, Southern New Jersey, and South eastern Pennsylvania. Strategically located midway between New York and Washington D.C., the GPR is at the center of the United States' largest consumer and business markets.
Importance of R&D Activities to Enhancing Regional Economic Competitiveness: Total R&D spending in the region in 2008 was just under $10.5 billion or 2.9% of Greater Philadelphia’s GRP. According to the National Science Foundation (NSF), total spending in 2008, the most recent year for which data is available, for R&D activities performed in the U.S. was $397.6 billion, or just under 2.8% of GDP.
Conference Highlights:
- Metabolomics and cancer research
- Analytical techniques in metabolomics
- Applications of separation sciences in metabolomics
- Frontiers of metabolomics research
- Metabolomics syndrome
- Metabolic modeling
- Systems biology and computational biology
- Bioinformatics and advancements
- Data analysis and interpretation
- Proteomics and genomics
Why to attend???
Meet Your Target Market with recent business reports on Metabolomics making news which manifests the tremendous growth in market value for metabolomics technology till 2019. Since metabolomics interrelated with omics sciences like Genomics, Proteomics, Lipidomics, Fluxomics and Transcriptomics, it would be a great opportunity for companies dealing with Analytical instruments useful in these fields. Also many upcoming students and researchers can benefit themselves by participating world class International workshops, symposia during the conference which will be conducted by experts in the respective fields.
A Unique Opportunity for Sponsors at this International event: http://www.metabolomicsconference.com/Sponsorship.pdf
Major Metabolomics Related Associations around the Globe
Metabolomics Society
American association for the advancement of science
American association for clinical chemistry
American association for cancer research
American association of pharmaceutical scientists
Association for Consumer Research (ACR)
American cancer society
Bioinformatics society of India
Nutrigenomics Organization
The British Society for Genetic Medicine
The Genetics Society
The Australian biotechnology association
Human Proteome Organization
Indiana Proteomics Consortium
Proteome Society
European federation of biotechnology
Australasian Proteomics Society
Clinical Genetics Society
Major Metabolomics Related Research Units in Philadelphia
The Patterson Research Group
DRC Regional Metabolomics Core
Center for Applied Genomics
Fox Chase Cancer Center
Linda Creed Breast Cancer Foundation
Center for Cancer Pharmacology
Abramson Cancer Center
Perelman School of Medicine
European Sales & Marketing Association (ESMA)
The Incentive Marketing Association (IMA Europe)
European Marketing Academy
Target Audience:
Directors/Managers & Business Delegates, Director of Laboratories, Universities, Industries, Investigators, Post Doctoral Fellows, Research and Diagnostic Laboratories, Clinical Fellows, Students, Biomedical Research companies.
Rise in the number of clinical trials, toxicological studies, and health awareness for nutritional products, rapid growth of metabolomics data analysis software and solutions, and use of metabolomics as diagnostics tool for biomarker screening of diseases is expected to propel the growth of this market.
Target Audience:
![](data:image/png;base64,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)
Figure 1: Target Audience
Top Universities in Pennsylvania:
There are around 100 plus universities in Pennsylvania State and according to Greater Philadelphia regional report top universities in Philadelphia number 25 out of which 5-6 universities are involved in metabolomics related research. [Source: Ref2]
![](data:image/png;base64,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)
Figure 2: Top Universities in Pennsylvania State
Glance at Market of Metabolomics:
The technological progress in biochemistry and molecular biology has played a significant role in the development of the metabolomics market during the last decade. Also, the improvements in analytical instruments, and data processing and analysis software have contributed significantly in the advancement of the metabolomics field. The presence of research funding and government support for conducting research and commercialization of the products in the metabolomics market is the primary driver for the growth of this market. Metabolomics science is used extensively in biomarker discovery and drug assessment. Thus, the rapid growth experienced by pharmaceutical and biotechnology industries is assisting the growth of the metabolomics market.
In 2013, North America was the market leader with a share of ~42% of the global market, followed by Europe with a share of ~38%. The presence of a large number of analytical equipment manufacturers has contributed significantly to the North American and European metabolomics market. However, the Asia-Pacific region represents a significant growth opportunity for the metabolomics market during the forecast period of 2014 to 2019. The APAC market is expected to grow at a CAGR of 23% during the forecast period. The growth in this market is driven by the growing pharmaceutical and biotechnology industries.
The global metabolomics market was valued at $565 million in 2014 and is expected to grow at a CAGR of 30% from 2014 to 2019.
Statistics which shows growth in importance of Metabolomics
Metabolomics Market Worth $2,100 Million by 2019 - New Report by Markets and Markets.
![](data:image/png;base64,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)
Figure 3: Global Ad Spend Growth Forecast
Statistics of Industries Associated with Metabolomics
In 2013, North America was the market leader with a share of ~42% of the global market, followed by Europe with a share of ~38%. The presence of a large number of analytical equipment manufacturers has contributed significantly to the North American and European metabolomics market. However, the Asia-Pacific region represents a significant growth opportunity for the metabolomics market during the forecast period of 2014 to 2019. The APAC market is expected to grow at a CAGR of 23% during the forecast period. The growth in this market is driven by the growing pharmaceutical and biotechnology industries.
The major players in the metabolomics market include Thermo Fisher Scientific (U.S.), Metabolon, Inc. (U.S.), Danaher Corporation (U.S.), Shimadzu Corporation (Japan), Waters Corporation (U.S.), Agilent Technologies (U.S.), and Bruker Corporation (U.S.). [Source: Ref3]
![](data:image/png;base64,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)
Figure 4: Fund Allotment towards Metabolomics Research
The National Institutes of Health has provided tens of millions of dollars in new funding to support three new Comprehensive Metabolomics Centers at Mayo Clinic, the University of Kentucky, and the University of Florida.[Source: Ref4]
These three centers will receive an estimated $9 million to $10 million each over the next five years to create resources and initiate research programs that will ramp up the national metabolomics science capabilities.
In 2012, NIH provided $14.3 million to fund the launch of three other metabolomics resource centers at the University of Michigan, the Research Triangle Institute, and the University of California, Davis.
Michigan Regional Comprehensive Metabolomics Resource Core (MRC2)
- NIH West Coast Metabolomics Center at UC Davis
- Southeast Center for Integrated Metabolomics (SECIM)
- Metabolomics Core at Mayo Clinic
- Research Center for Stable Isotope Resolved Metabolomics
- Funding to UC San Diego for this project is $6 million over five years, part of a total investment by the NIH of $51.4 for the metabolomics project. The awards are supported by the NIH Common Fund.
Metabolomic Diagnostics is engaged in a study called IMPROvED, which has received €6m in European FP7 funding. [Source: Ref5]
Mayo Clinic is one of six new federally-funded Comprehensive Metabolomics centres to support medical research on metabolomics - the study, at the cellular level, of how molecules are metabolized in the body. The award from the National Institutes of Health (NIH) is for $8.8 million over five years.
NCI to Provide $10M in SBIR Funds for 'Omics Projects’ [Source: Ref6, Ref7]
References:
- http://www.nih.gov/news/health/sep2012/od-19.htm
- http://www.selectgreaterphiladelphia.com/wp-content/uploads/2013/05/SelectRR-2013.pdf
- http://www.marketsandmarkets.com/PressReleases/metabolomics-technology.asp
- http://www.genomeweb.com/nih-funds-three-metabolomics-resource-center
- http://www.siliconrepublic.com/start-ups/item/35259-bioscience-start-up-metabol
- http://www.genomeweb.com/mdx/nci-provide-10m-sbir-funds-omics-projects
- http://www.transparencymarketresearch.com/metabolomics-market.html
|