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Genomics, Cellular Networks,  Preventive Medicine, and Society Guest Lecture to UCSD Medical and Pharmaceutical Students Genetics in Medicine Course Amphitheater of the Pharmaceutical Sciences Bldg  December 11, 2009 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor,  Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Follow me on Twitter: lsmarr
The Digital Transformation of  Health ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Leading Causes of Preventable Deaths in  the United States in the year 2000 Mokdad AH, Marks JS, Stroup DF, Gerberding JL (March 2004).  "Actual causes of death in the United States, 2000". JAMA 291 (10): 1238–45. doi:10.1001/jama.291.10.1238. PMID 15010446. www.csdp.org/research/1238.pdf.  1/3 of Deaths
Center for Wireless &Population Health Systems: Program on Research ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Center for Wireless &Population Health Systems Cross-Disciplinary Collaborating Investigators ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],http://cwphs.ucsd.edu
Center for Wireless &Population Health Systems: Integrative View to Support Interventions Genetic &  Biological Factors Interpersonal & Psychosocial Factors Environmental/Ecological Factors Medical & Exercise Sciences Behavioral & Social Sciences Environment, Population  & Policy Sciences
Center for Wireless &Population Health Systems: Developing and Testing Engineering-Based Solutions Interpersonal & Psychosocial Factors NanoTech, Drug Delivery,  Sensors, Body Area  Networks (BANs) BAN-to-Mobile-to-Database, SMS/MMS Social networks Ubicomp, Location-Aware Services, Data Mining,  Systems Sciences  Genetic &  Biological Factors Environmental/Ecological Factors
Center for Wireless &Population Health Systems:  Mainly, It’s All About Sensors Psychological & Social sensors Biological sensors Diet & Physical Activity sensors Air quality (particulate, ozone, etc) Temperature, GPS, Sound, Video, Other devices & embedded sensors BP, Resp, HR, Blood (e.g. glucose, electrolytes, pharmacological, hormone), Transdermal, Implants Mood, Social network (peers/family) Attention, voice analysis Physical activity (PAEE, type), sedentary Posture/orientation, diet intake (photo/bar code) Wearable Environmental sensors Sensor data + Clinical & Personal Health Record Data +  Ecological data on  determinants of health + Analysis & comparison of  parameters in near-real time  (normative and ipsative)  + Sufficient population-level data to comprehend trends,  model them and predict health outcomes + Feedback in near real-time via SMS, audio, haptic or other cues for behavior or  change in Rx device = True Preventive Medicine! Sensors embedded in the environment Geocoded data on safety, location of recreation, food, hazards, etc
Wireless Sensors Allow Your Body  to Become an Internet Data Source ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],www.bodymedia.com
The Impact on Personal Health from  Nutrition, Exercise, Stress Management
Individual Health Requires Measurement  of Your Body’s Performance
Measuring Key Molecules in the Blood  Provides Longer Term Biofeedback Source: Ramesh Rao, Calit2
A Mobile Wireless System  to Enhance Preventive Healthcare Source: Paul Blair, Calit2
A Calit2 Prototype of a SmartPhone Based System  to Enhance Preventive Healthcare ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Source: Paul Blair, Calit2 Calit2 Developed Bluetooth Sensors ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
NSF RESCUE Strongly Coupled with NIH WIISARD Grant  W ireless  I nternet  I nformation  S ystem for Medic a l  R esponse in  D isasters First Tier Mid Tier Wireless Networks Triage Command Center Reality Flythrough Mobile Video 802.11 pulse ox Calit2 is Working Closely with the First Responder Community
CitiSense: Air Pollution Case Study ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
CitiSense - Seacoast Sci. 4oz 30 compounds CitiSense Team PI: Bill Griswold Ingolf Krueger Tajana Simunic Rosing Sanjoy Dasgupta Hovav Shacham Kevin Patrick C/A L S W F CitiSense contribute distribute sense “ display” discover retrieve EPA Intel MSP
Lifechips--Merging Two Major Industries:  Microelectronic Chips & Life Sciences LifeChips:  the merging of two major industries, the microelectronic chip industry with the life science industry LifeChips medical devices 65 UCI Faculty
Calit2 Brings Computer Scientists and Engineers  Together with Biomedical Researchers ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],UC Irvine UC Irvine Southern California Telemedicine Learning Center (TLC)  National Biomedical Computation  Resource  an NIH supported resource center
Center for Algorithmic and Systems Biology@Calit2:  Bringing World-Class Speakers to Conferences
Building a Genome-Scale Model  of E. Coli  in Silico ,[object Object],[object Object],[object Object],Source:  Bernhard Palsson UCSD Genetic Circuits Research Group http://gcrg.ucsd.edu JTB 2002 JBC 2002 ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Cytoscape: OPEN SOURCE Java Platform  for Integration of Systems Biology Data ,[object Object],[object Object],[object Object],www.cytoscape.org
Research In The Ideker Lab Validation of Transcriptional Interactions With Causal or Functional Links Network Based Study of Disease Network Assembly  from Genome-Scale Measurements Network Evolutionary Comparison / Cross-Species Alignment to Identify Conserved Modules Projection of Molecular Profiles on Protein Networks to Reveal Active Modules Alignment of Physical and Genetic Networks Network-Based Rationale Drug Design Network-Based Disease Diagnosis / Prognosis Moving from Genome-wide Association Studies (GWAS) to Network-wide “Pathway” Association (PAS)
 
Source: Lee Hood, ISB
Use Biology to Drive Technology and Computation.  Need to Create a Cross-disciplinary Culture Source: Lee Hood, ISB
Disease Arises from Perturbed Cellular Networks: Dynamics of a Prion Perturbed Network in Mice Source: Lee Hood, ISB
Increasing Abundance of Protein A  for Prion-Infected Blood Samples Source: Lee Hood, ISB
Organ-Specific Blood Proteins Will Make the Blood a Window into Health and Disease ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],Key Point: Changes in The Levels Of  Organ-Specific Markers Can Assess Virtually All Diseases Challenges for a Particular Organ Source: Lee Hood, ISB
Accelerator: The Perfect Storm--   Convergence of Engineering with Bio, Physics, & IT 2 mm HP  MemorySpot Nanobio info technology 1000x  Magnification MEMS 2 micron DNA-Conjugated Microbeads Human Adenovirus 400x  Magnification NANO IBM Quantum Corral Iron Atoms on Copper 5 nanometers 400,000 x !
The Intersection of Solid State and  Biological Information Systems Snail neuron grown on a CMOS chip with 128x128 Transistors.  The electrical activity of the neuron is recorded by the chip.  (Chip fabricated by Infineon Technologies) www.biochem.mpg.de/en/research/rd/fromherz/publications/03eve/index.html
A-D Research Foundation Nanotrope Separation Systems Technology ThermopeutiX
Nano-Structured Porous Silicon Applied to Cancer Treatment Michael J. Sailor Research Group Chemistry and Biochemistry Nanostructured “Mother Ships”  for Delivery of Cancer Therapeutics Nanodevices for In-vivo Detection & Treatment of Cancerous Tumors
Challenge: What is the Appropriate Data Infrastructure for a 21 st  Century Data-Intensive BioMedical Campus? ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object]
Conceptual Architecture to Physically Connect  Campus Resources Using Fiber Optic Networks  UCSD Storage OptIPortal Research Cluster Digital Collections Manager PetaScale  Data Analysis Facility HPC System Cluster Condo UC Grid Pilot Research Instrument N x 10Gbps Source:Phil Papadopoulos, SDSC/Calit2 DNA Arrays, Mass Spec., Microscopes, Genome Sequencers
UCSD Planned Optical Networked Biomedical Researchers and Instruments ,[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],[object Object],UCSD Research Park Natural Sciences Building Creates Campus–Wide “ Data Utility” Cellular & Molecular Medicine West  National Center for Microscopy & Imaging Biomedical Research  Center for  Molecular Genetics  Pharmaceutical Sciences Building Cellular & Molecular Medicine East CryoElectron Microscopy Facility  Radiology Imaging Lab  Bioengineering [email_address] San Diego Supercomputer Center
Calit2 Microbial Metagenomics Cluster- Next Generation Optically Linked Science Data Server 512 Processors  ~5 Teraflops  ~ 200 Terabytes Storage  1GbE and 10GbE Switched/ Routed Core ~200TB Sun X4500 Storage 10GbE Source: Phil Papadopoulos, SDSC, Calit2
CAMERA’s  Global Microbial Metagenomics CyberCommunity Over 3200 Registered Users From Over 70 Countries http://camera.calit2.net
The Human Microbiome is the Next Large NIH Drive  to Understand Human Health and Disease ,[object Object],[object Object],[object Object],“ Diversity of the Human Intestinal Microbial Flora”  Paul B. Eckburg, et al  Science  (10 June 2005) 395 Phylotypes
The Human Gut is a Microbial Environment  Which is Being Metagenomically Sampled

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Genomics, Cellular Networks, Preventive Medicine, and Society

  • 1. Genomics, Cellular Networks, Preventive Medicine, and Society Guest Lecture to UCSD Medical and Pharmaceutical Students Genetics in Medicine Course Amphitheater of the Pharmaceutical Sciences Bldg December 11, 2009 Dr. Larry Smarr Director, California Institute for Telecommunications and Information Technology Harry E. Gruber Professor, Dept. of Computer Science and Engineering Jacobs School of Engineering, UCSD Follow me on Twitter: lsmarr
  • 2.
  • 3. Leading Causes of Preventable Deaths in the United States in the year 2000 Mokdad AH, Marks JS, Stroup DF, Gerberding JL (March 2004). "Actual causes of death in the United States, 2000". JAMA 291 (10): 1238–45. doi:10.1001/jama.291.10.1238. PMID 15010446. www.csdp.org/research/1238.pdf. 1/3 of Deaths
  • 4.
  • 5.
  • 6. Center for Wireless &Population Health Systems: Integrative View to Support Interventions Genetic & Biological Factors Interpersonal & Psychosocial Factors Environmental/Ecological Factors Medical & Exercise Sciences Behavioral & Social Sciences Environment, Population & Policy Sciences
  • 7. Center for Wireless &Population Health Systems: Developing and Testing Engineering-Based Solutions Interpersonal & Psychosocial Factors NanoTech, Drug Delivery, Sensors, Body Area Networks (BANs) BAN-to-Mobile-to-Database, SMS/MMS Social networks Ubicomp, Location-Aware Services, Data Mining, Systems Sciences Genetic & Biological Factors Environmental/Ecological Factors
  • 8. Center for Wireless &Population Health Systems: Mainly, It’s All About Sensors Psychological & Social sensors Biological sensors Diet & Physical Activity sensors Air quality (particulate, ozone, etc) Temperature, GPS, Sound, Video, Other devices & embedded sensors BP, Resp, HR, Blood (e.g. glucose, electrolytes, pharmacological, hormone), Transdermal, Implants Mood, Social network (peers/family) Attention, voice analysis Physical activity (PAEE, type), sedentary Posture/orientation, diet intake (photo/bar code) Wearable Environmental sensors Sensor data + Clinical & Personal Health Record Data + Ecological data on determinants of health + Analysis & comparison of parameters in near-real time (normative and ipsative) + Sufficient population-level data to comprehend trends, model them and predict health outcomes + Feedback in near real-time via SMS, audio, haptic or other cues for behavior or change in Rx device = True Preventive Medicine! Sensors embedded in the environment Geocoded data on safety, location of recreation, food, hazards, etc
  • 9.
  • 10. The Impact on Personal Health from Nutrition, Exercise, Stress Management
  • 11. Individual Health Requires Measurement of Your Body’s Performance
  • 12. Measuring Key Molecules in the Blood Provides Longer Term Biofeedback Source: Ramesh Rao, Calit2
  • 13. A Mobile Wireless System to Enhance Preventive Healthcare Source: Paul Blair, Calit2
  • 14.
  • 15. NSF RESCUE Strongly Coupled with NIH WIISARD Grant W ireless I nternet I nformation S ystem for Medic a l R esponse in D isasters First Tier Mid Tier Wireless Networks Triage Command Center Reality Flythrough Mobile Video 802.11 pulse ox Calit2 is Working Closely with the First Responder Community
  • 16.
  • 17. CitiSense - Seacoast Sci. 4oz 30 compounds CitiSense Team PI: Bill Griswold Ingolf Krueger Tajana Simunic Rosing Sanjoy Dasgupta Hovav Shacham Kevin Patrick C/A L S W F CitiSense contribute distribute sense “ display” discover retrieve EPA Intel MSP
  • 18. Lifechips--Merging Two Major Industries: Microelectronic Chips & Life Sciences LifeChips: the merging of two major industries, the microelectronic chip industry with the life science industry LifeChips medical devices 65 UCI Faculty
  • 19.
  • 20. Center for Algorithmic and Systems Biology@Calit2: Bringing World-Class Speakers to Conferences
  • 21.
  • 22.
  • 23. Research In The Ideker Lab Validation of Transcriptional Interactions With Causal or Functional Links Network Based Study of Disease Network Assembly from Genome-Scale Measurements Network Evolutionary Comparison / Cross-Species Alignment to Identify Conserved Modules Projection of Molecular Profiles on Protein Networks to Reveal Active Modules Alignment of Physical and Genetic Networks Network-Based Rationale Drug Design Network-Based Disease Diagnosis / Prognosis Moving from Genome-wide Association Studies (GWAS) to Network-wide “Pathway” Association (PAS)
  • 24.  
  • 26. Use Biology to Drive Technology and Computation. Need to Create a Cross-disciplinary Culture Source: Lee Hood, ISB
  • 27. Disease Arises from Perturbed Cellular Networks: Dynamics of a Prion Perturbed Network in Mice Source: Lee Hood, ISB
  • 28. Increasing Abundance of Protein A for Prion-Infected Blood Samples Source: Lee Hood, ISB
  • 29.
  • 30. Accelerator: The Perfect Storm-- Convergence of Engineering with Bio, Physics, & IT 2 mm HP MemorySpot Nanobio info technology 1000x Magnification MEMS 2 micron DNA-Conjugated Microbeads Human Adenovirus 400x Magnification NANO IBM Quantum Corral Iron Atoms on Copper 5 nanometers 400,000 x !
  • 31. The Intersection of Solid State and Biological Information Systems Snail neuron grown on a CMOS chip with 128x128 Transistors. The electrical activity of the neuron is recorded by the chip. (Chip fabricated by Infineon Technologies) www.biochem.mpg.de/en/research/rd/fromherz/publications/03eve/index.html
  • 32. A-D Research Foundation Nanotrope Separation Systems Technology ThermopeutiX
  • 33. Nano-Structured Porous Silicon Applied to Cancer Treatment Michael J. Sailor Research Group Chemistry and Biochemistry Nanostructured “Mother Ships” for Delivery of Cancer Therapeutics Nanodevices for In-vivo Detection & Treatment of Cancerous Tumors
  • 34.
  • 35. Conceptual Architecture to Physically Connect Campus Resources Using Fiber Optic Networks UCSD Storage OptIPortal Research Cluster Digital Collections Manager PetaScale Data Analysis Facility HPC System Cluster Condo UC Grid Pilot Research Instrument N x 10Gbps Source:Phil Papadopoulos, SDSC/Calit2 DNA Arrays, Mass Spec., Microscopes, Genome Sequencers
  • 36.
  • 37. Calit2 Microbial Metagenomics Cluster- Next Generation Optically Linked Science Data Server 512 Processors ~5 Teraflops ~ 200 Terabytes Storage 1GbE and 10GbE Switched/ Routed Core ~200TB Sun X4500 Storage 10GbE Source: Phil Papadopoulos, SDSC, Calit2
  • 38. CAMERA’s Global Microbial Metagenomics CyberCommunity Over 3200 Registered Users From Over 70 Countries http://camera.calit2.net
  • 39.
  • 40. The Human Gut is a Microbial Environment Which is Being Metagenomically Sampled

Notes de l'éditeur

  1. This is a production cluster with it’s own Force10 e1200 switch. It is connected to quartzite and is labeled as the “CAMERA Force10 E1200”. We built CAMERA this way because of technology deployed successfully in Quartzite