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“(Health) (Clinical)
       (Medical) (Translational),…
        Bioinformatics”
        HISA Victoria – A leap into eHealth
                   29 Feb 2012

                    Fernando J. Martin-Sanchez
             Professor and Chair of Health Informatics
                     Melbourne Medical School
                                 &
Director, Health and Biomedical Informatics Research (HBIR) Unit
          Faculty of Medicine, Dentistry & Health Sciences
Objectives



•  Terminology (What is xBioinformatics?)
•  Importance (Why should we care?)
•  Role of Informatics in Personalised medicine (How?)
Terminology
    and
 Definitions
  (What?)
What is “Health and Biomedical
Informatics”
Different “flavours” of Health Informatics



•  Medical informatics                      •  Cancer informatics
•  Nursing informatics                      •  Cardio informatics
•  Pharma informatics          Profession   •  Neuro informatics    Specialty
•  Dental informatics                       •  Pain informatics
•  Pathology informatics
                                            •  …
•  ...

•  Public health informatics                •  e-health
•  Clinical informatics                     •  m-health
•  Research informatics          User       •  i-health             Tech
•  Consumer informatics                     •  u-health
•  ...
                                            •  …
AMIA endorsed framework – Based on T.
Shortliffe’s idea
Different scope, different methods
Biomedical Informatics: Biomedical Information
                                   processing from particle to population

Multilevel modeling, ontologies, data integration,
data mining, …




Altman RB, Balling R, Brinkley JF, Coiera E, Consorti F, Dhansay MA, Geissbuhler A, Hersh W, Kwankam SY, Lorenzi NM, Martin-Sanchez F, Mihalas GI,
Shahar Y, Takabayashi K, Wiederhold G. "Commentaries on Informatics and medicine: from molecules to populations". Methods Inf Med. 2008;47(4):296-317.
Importance
  (Why?)
Current challenges in Medicine


•  Need	
  of	
  earlier	
  diagnosis	
  	
  	
  
•  More	
  personalized	
  therapies	
  
•  Risk	
  profiling,	
  disease	
  predic8on	
  and	
  
  preven8on	
  	
  	
  
•  Improve	
  disease	
  classifica8on	
  systems	
  	
  	
  
•  Control	
  health	
  system	
  costs	
  	
  
•  Clinical	
  trials	
  and	
  the	
  development	
  of	
  new	
  
   drugs	
  need	
  to	
  be	
  more	
  agile	
  and	
  effec8ve.	
  
•  Ci8zens	
  could	
  take	
  more	
  responsibility	
  for	
  
   the	
  maintenance	
  of	
  their	
  own	
  health.	
  
Why personalised medicine?




•  To develop individualized treatment regimes
 to avoid failures, inefficiency and adverse
 reactions related to drug therapy
•  To facilitate early diagnosis and advance in
 risk profiling, disease prediction and
 prevention
•  To improve disease classification systems
•  Growing health system costs
Advances in genomic technology




•  DNA	
  Sequencer	
  –	
  designed	
  
   to	
  sequence	
  the	
  en4re	
  
   human	
  genome	
  in	
  a	
  day	
  for	
  
   $1,000	
  



                                                  Benchtop	
  Ion	
  Proton™	
  
1
1
Clinical applications of genomic information




• Pharmacogenetics - PMC
• Molecular autopsy
• Fetal DNA sequencing to preempt
  amniocentesis
• Cystic fibrosis – successful clinical
  trial for a specific mutation
• Identification of metabolic diseases
Role of
Informatics in
personalised
  medicine
    (How?)
Patient data collection


  Environmental sensors                                                            Genomic sensors




                                           Phenomic sensors




Environmental risk factors                                               Biomarkers (DNA sequence,
(pollution, radiation, toxic agents, …)                                  proteins, gene expression, epigenetics


                                Physiological, biochemical parameters
                                (cholesterol, temperature, glucose, heart rate…)



                                     Integrated personal health record
Adapted from: Stead et al. 2011, Acad. Med.
The role of Biomedical Informatics to facilitate Genomic
               Medicine


•  Data acquisition at the point of care, including the use of
  new nanodevices for diagnosis and ultra DNA sequencing
•  Data integration (putting into context molecular information
  from the patient with existing biomedical knowledge on the
  web and integrating it with the health record)
•  Supporting decision making through new clinical guidelines,
  alerting systems which take into account the results of
  genetic testing and pharmacogenetics approaches
•  Education of patients and health professionals in genomics
  and informatics


                                                          19
                                                          1
AMIA definition




•  Translational Bioinformatics is the
 development of storage, analytic, and
 interpretive methods to optimize the
 transformation of increasingly voluminous
 biomedical data, and genomic data, into
 proactive, predictive, preventive, and
 participatory health.
Thank you for your attention!




© Copyright The University of Melbourne 2011

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HISA 29 Feb 2012 - BioInformatics

  • 1. “(Health) (Clinical) (Medical) (Translational),… Bioinformatics” HISA Victoria – A leap into eHealth 29 Feb 2012 Fernando J. Martin-Sanchez Professor and Chair of Health Informatics Melbourne Medical School & Director, Health and Biomedical Informatics Research (HBIR) Unit Faculty of Medicine, Dentistry & Health Sciences
  • 2. Objectives •  Terminology (What is xBioinformatics?) •  Importance (Why should we care?) •  Role of Informatics in Personalised medicine (How?)
  • 3. Terminology and Definitions (What?)
  • 4. What is “Health and Biomedical Informatics”
  • 5. Different “flavours” of Health Informatics •  Medical informatics •  Cancer informatics •  Nursing informatics •  Cardio informatics •  Pharma informatics Profession •  Neuro informatics Specialty •  Dental informatics •  Pain informatics •  Pathology informatics •  … •  ... •  Public health informatics •  e-health •  Clinical informatics •  m-health •  Research informatics User •  i-health Tech •  Consumer informatics •  u-health •  ... •  …
  • 6. AMIA endorsed framework – Based on T. Shortliffe’s idea
  • 8. Biomedical Informatics: Biomedical Information processing from particle to population Multilevel modeling, ontologies, data integration, data mining, … Altman RB, Balling R, Brinkley JF, Coiera E, Consorti F, Dhansay MA, Geissbuhler A, Hersh W, Kwankam SY, Lorenzi NM, Martin-Sanchez F, Mihalas GI, Shahar Y, Takabayashi K, Wiederhold G. "Commentaries on Informatics and medicine: from molecules to populations". Methods Inf Med. 2008;47(4):296-317.
  • 10. Current challenges in Medicine •  Need  of  earlier  diagnosis       •  More  personalized  therapies   •  Risk  profiling,  disease  predic8on  and   preven8on       •  Improve  disease  classifica8on  systems       •  Control  health  system  costs     •  Clinical  trials  and  the  development  of  new   drugs  need  to  be  more  agile  and  effec8ve.   •  Ci8zens  could  take  more  responsibility  for   the  maintenance  of  their  own  health.  
  • 11. Why personalised medicine? •  To develop individualized treatment regimes to avoid failures, inefficiency and adverse reactions related to drug therapy •  To facilitate early diagnosis and advance in risk profiling, disease prediction and prevention •  To improve disease classification systems •  Growing health system costs
  • 12. Advances in genomic technology •  DNA  Sequencer  –  designed   to  sequence  the  en4re   human  genome  in  a  day  for   $1,000   Benchtop  Ion  Proton™  
  • 13. 1
  • 14. 1
  • 15. Clinical applications of genomic information • Pharmacogenetics - PMC • Molecular autopsy • Fetal DNA sequencing to preempt amniocentesis • Cystic fibrosis – successful clinical trial for a specific mutation • Identification of metabolic diseases
  • 17. Patient data collection Environmental sensors Genomic sensors Phenomic sensors Environmental risk factors Biomarkers (DNA sequence, (pollution, radiation, toxic agents, …) proteins, gene expression, epigenetics Physiological, biochemical parameters (cholesterol, temperature, glucose, heart rate…) Integrated personal health record
  • 18. Adapted from: Stead et al. 2011, Acad. Med.
  • 19. The role of Biomedical Informatics to facilitate Genomic Medicine •  Data acquisition at the point of care, including the use of new nanodevices for diagnosis and ultra DNA sequencing •  Data integration (putting into context molecular information from the patient with existing biomedical knowledge on the web and integrating it with the health record) •  Supporting decision making through new clinical guidelines, alerting systems which take into account the results of genetic testing and pharmacogenetics approaches •  Education of patients and health professionals in genomics and informatics 19 1
  • 20. AMIA definition •  Translational Bioinformatics is the development of storage, analytic, and interpretive methods to optimize the transformation of increasingly voluminous biomedical data, and genomic data, into proactive, predictive, preventive, and participatory health.
  • 21. Thank you for your attention! © Copyright The University of Melbourne 2011