SlideShare une entreprise Scribd logo
1  sur  27
Télécharger pour lire hors ligne
The potential of genetics
         to enable personalization of healthcare

                      Professor Ian N M Day
                     MRC Centre (CAiTE) and
             Bristol Genetic Epidemiology Laboratory
                  Department of Social Medicine
                  Oakfield House, Oakfield Grove
                        University of Bristol

Bristol Enterprise Network event „The Personalised Healthcare Revolution‟
8th October 2009
Bristol Zoo
What is in your genome?
• 3000 million A,C,G,T bases strung together into 23 long
  molecules (chromosomes)
• The base sequence is your blueprint
• There are about 20,000 ‘genes’
• Each gene encodes a protein, e.g.haemoglobin
• 99% does NOT encode proteins. ?junk
• About 1% of bases are ‘polymorphic’
• You may have about 1m more ‘private’ variations
• Mutation of one base may cause a major disease
• You are 96% the same as chimp, 99.5% in protein coding
Where is your genome?
• There is a copy in every cell of your body
• Different genes are active in different cells
• However, you only copy half your genome
  into a sperm or an egg
Does the hypercholesterolaemia run
 in the family with the LDLR gene?
Melt-MADGE
                                                Loading the gel
Pouring one gel        Pouring 16 gels




Melt-MADGE system

                          Melt-MADGE tank
                                            Glass-gel-glass sandwich
“ScanLab”
   (same system to run melts and endoVII assays)




   >>Goal – studying unknown mutations in populations … studies in
                    big case collections also feasible
>>Present capacity – 10 systems – 50million base pairs scanned per week
Found 1 severe mutation in MC4R
   in 1,100 population sample
                        •   Khalid K. Alharbi1, Emmanuel Spanakis1,
                            Karen Tan2, Matt J. Smith1, Mohammed
                            A. Aldahmesh1, Sandra D. O'Dell1, Avan
                            Aihie Sayer3, Debbie A. Lawlor4, Shah
                            Ebrahim5, George Davey Smith4,
                            Stephen O’Rahilly3, Sadaf Farooqi2 ,
                            Cyrus Cooper3, David I.W.Phillips3 and
                            Ian N M Day1
                            Prevalence and functionality
                            of paucimorphic and private
                            MC4R mutations in a large,
                            unselected European British
                            population, scanned by
                            meltMADGE (Human
                            Mutation 2006) (cat.P114)

         MC4R A87D > (Appetite++) > BMI 31.5kg/m2
          Does everybody have “one worst gene”?
          Can we help them (cf phenylketonuria)?
From RV-CD to CV-CD
• Rare variant – common disease

• Common variant – common disease
BMI GWAS - SNPs near MC4R
BMI GWAS - SNPs near MC4R
Forest Plot / Meta-Analysis of Cohorts
        MC4R lead SNP in replication studies




     Common variants near MC4R are associated with fat mass, weight and risk of
                                    obesity.
Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I, Inouye M, Freathy RM, Attwood AP, Beckmann JS, Berndt SI; Prostate, Lung, Colorectal, and Ovarian
  (PLCO) Cancer Screening Trial, Jacobs KB, Chanock SJ, Hayes RB, Bergmann S, Bennett AJ, Bingham SA, Bochud M, Brown M, Cauchi S, Connell JM, Cooper C,
 Smith GD, Day I, Dina C, De S, Dermitzakis ET, Doney AS, Elliott KS, Elliott P, Evans DM, Sadaf Farooqi I, Froguel P, Ghori J, Groves CJ, Gwilliam R, Hadley D, Hall
AS, Hattersley AT, Hebebrand J, Heid IM; KORA, Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Herrera B, Hinney A, Hunt SE, Jarvelin MR, Johnson T, Jolley
JD, Karpe F, Keniry A, Khaw KT, Luben RN, Mangino M, Marchini J, McArdle WL, McGinnis R, Meyre D, Munroe PB, Morris AD, Ness AR, Neville MJ, Nica AC, Ong KK,
 O'Rahilly S, Owen KR, Palmer CN, Papadakis K, Potter S, Pouta A, Qi L; Nurses' Health Study, Randall JC, Rayner NW, Ring SM, Sandhu MS, Scherag A, Sims MA,
   Song K, Soranzo N, Speliotes EK; Diabetes Genetics Initiative, Syddall HE, Teichmann SA, Timpson NJ, Tobias JH, Uda M; SardiNIA Study, Vogel CI, Wallace C,
Waterworth DM, Weedon MN; Wellcome Trust Case Control Consortium, Willer CJ; FUSION, Wraight, Yuan X, Zeggini E, Hirschhorn JN, Strachan DP, Ouwehand WH,
 Caulfield MJ, Samani NJ, Frayling TM, Vollenweider P, Waeber G, Mooser V, Deloukas P, McCarthy MI, Wareham NJ, Barroso I, Jacobs KB, Chanock SJ, Hayes RB,
 Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Kraft P, Hankinson SE, Hunter DJ, Hu FB, Lyon HN, Voight BF, Ridderstrale M, Groop L, Scheet P, Sanna S,
                          Abecasis GR, Albai G, Nagaraja R, Schlessinger D, Jackson AU, Tuomilehto J, Collins FS, Boehnke M, Mohlke KL.
                                                        Nat Genet. 2008 Jun;40(6):768-75. Epub 2008 May 4.
Effect size of SNP locus near MC4R
Slide deleted
Slide deleted
Slide deleted
Helicopter view of genome+diseases:
          cGWAS browser
What Sells to the Public?
•   Judged by Internet traffic
•   1. Internet (indexing by web crawlers)
•   2. Sex
•   3. Genealogy
Slide deleted
Slide deleted
Slide deleted
Slide deleted
What Sells to the Doctors?
•   Genetic information that will help clinical process
•   1. diagnosis
•   2. prognosis
•   3. monitoring
•   4. screening
•   5. Non-directive counselling /reproductive choice

• 6. !! Not the patient’s right to know
Some real clinical examples
      (single targetted gene tests)
• TPMT / thiopurines azathioprine, 6-mercaptopurine and 6-
  thioguanine / organ Tx / autoimmune disease/ leukaemias
• Her2/NEU / breast cancer drug response
• VKORC1/CYP2C9 / warfarin dosing
• UGT1A1 /Gilbert’s / irinotecan / colon cancer
• DPYD, TS / 5-fluorouracil / gastric cancer

• (ABO) – blood group 1900-1925
Who gets the statins?




 Average prescribing cutpoint

 Red genotype over-represented and blue genotype under-represented relative
to black genotype. If we know the curves, then we could just use the genotype
ratios in those getting the statin, to determine the average prescribing cutpoint

      Genotype ratio treatment index (GRTI)
        NHS research of service delivery?
What does it all cost (2009)?
• 600,000 common polymorphisms (GWAS)
• £300 from 23andMe [NB £40 200K panels imminent]

• ‘Complete’ genome sequencing (NGS)
• £50,000
• 5 year goal of 1,000 dollar genome

• The cost of making sense of it all.
• The cost of leveraging value (to whoever) of that meaning
Urban(e) Dog Tags? (slide modified)
• identity
• blood type and history of inoculations

•   Blood group
•   Statin myopathy risk
•   CFTR delta508, HBB E6V
•   ALDH2 status
•   BCHE D70G
•   LCT
•   Norwalk virus resistance
•   MC1R, OCA2

• What I would really like for Xmas is
  my complete genome sequence!
Ian Day Edited Presentation

Contenu connexe

Tendances

Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_Elwell
Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_ElwellOvarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_Elwell
Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_ElwellZachary WareJoncas
 
Vitamin D and Ovarian Cancer_Crimson publishers
Vitamin D and Ovarian Cancer_Crimson publishersVitamin D and Ovarian Cancer_Crimson publishers
Vitamin D and Ovarian Cancer_Crimson publishersCrimsonpublishers-IGRWH
 
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...Hong ChangBum
 
DNA repair and prostate cancer
DNA repair and prostate cancerDNA repair and prostate cancer
DNA repair and prostate cancerjamieritchey
 
Dissertation Final Draft
Dissertation Final DraftDissertation Final Draft
Dissertation Final DraftJames Pereira
 
Transcriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFTranscriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFJanaya Shelly
 
Expanding treatment platform in m crc bayer - asyut 2018
Expanding treatment platform in m crc   bayer - asyut 2018Expanding treatment platform in m crc   bayer - asyut 2018
Expanding treatment platform in m crc bayer - asyut 2018Mohamed Abdulla
 
Biochemical and cellular implications of drug resistant malaria
Biochemical and cellular implications of drug resistant malariaBiochemical and cellular implications of drug resistant malaria
Biochemical and cellular implications of drug resistant malariaGloria Okenze
 
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...Frank Ong, MD, CPI
 
A link between premenopausal iron deficiency and breast cancer malignancy
A link between premenopausal iron deficiency and breast cancer malignancyA link between premenopausal iron deficiency and breast cancer malignancy
A link between premenopausal iron deficiency and breast cancer malignancyEnrique Moreno Gonzalez
 
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...ILRI
 
Msd msi high solid tumors
Msd msi high solid tumorsMsd msi high solid tumors
Msd msi high solid tumorsMohamed Abdulla
 
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...Enrique Moreno Gonzalez
 
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021maximuspeto
 

Tendances (19)

TriStar CSC
TriStar CSCTriStar CSC
TriStar CSC
 
Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_Elwell
Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_ElwellOvarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_Elwell
Ovarian_Cancer_Presentation-Tritz_VanLith_WareJoncas_Elwell
 
Bibliography: Cancer Ver 1.2
Bibliography: Cancer Ver 1.2Bibliography: Cancer Ver 1.2
Bibliography: Cancer Ver 1.2
 
Vitamin D and Ovarian Cancer_Crimson publishers
Vitamin D and Ovarian Cancer_Crimson publishersVitamin D and Ovarian Cancer_Crimson publishers
Vitamin D and Ovarian Cancer_Crimson publishers
 
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...
Genome Wide SNP Analysis for Inferring the Population Structure and Genetic H...
 
Publications
PublicationsPublications
Publications
 
DNA repair and prostate cancer
DNA repair and prostate cancerDNA repair and prostate cancer
DNA repair and prostate cancer
 
Dissertation Final Draft
Dissertation Final DraftDissertation Final Draft
Dissertation Final Draft
 
Transcriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDFTranscriptome Analysis of Spontaneous PDF
Transcriptome Analysis of Spontaneous PDF
 
Update in oncology
Update in oncologyUpdate in oncology
Update in oncology
 
Expanding treatment platform in m crc bayer - asyut 2018
Expanding treatment platform in m crc   bayer - asyut 2018Expanding treatment platform in m crc   bayer - asyut 2018
Expanding treatment platform in m crc bayer - asyut 2018
 
Biochemical and cellular implications of drug resistant malaria
Biochemical and cellular implications of drug resistant malariaBiochemical and cellular implications of drug resistant malaria
Biochemical and cellular implications of drug resistant malaria
 
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...
Ong et al_The M694V mutation in Armenian-Americans_a 10-year retrospective st...
 
A link between premenopausal iron deficiency and breast cancer malignancy
A link between premenopausal iron deficiency and breast cancer malignancyA link between premenopausal iron deficiency and breast cancer malignancy
A link between premenopausal iron deficiency and breast cancer malignancy
 
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...
Mapping genomic regions associated with Maize Lethal Necrosis (MLN) using QTL...
 
Msd msi high solid tumors
Msd msi high solid tumorsMsd msi high solid tumors
Msd msi high solid tumors
 
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...
Gene expression analysis of a Helicobacter pyloriinfected and high-salt diet-...
 
Rectal cancer 2
Rectal cancer 2Rectal cancer 2
Rectal cancer 2
 
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021
Bill Faloon on Anti-Aging Drugs at DaVinci 50 Conference, 2021
 

Similaire à Ian Day Edited Presentation

Cancer Biology For a Surgeon to understand
Cancer Biology For a Surgeon to understandCancer Biology For a Surgeon to understand
Cancer Biology For a Surgeon to understandtgbk100
 
Bea lehming memorial lectures cacs - washington dc 11-15-2014
Bea lehming memorial lectures   cacs - washington dc 11-15-2014Bea lehming memorial lectures   cacs - washington dc 11-15-2014
Bea lehming memorial lectures cacs - washington dc 11-15-2014CACSNETS
 
Question of Quality Conference 2016 - Personalized Cancer Medicine
Question of Quality Conference 2016 - Personalized Cancer MedicineQuestion of Quality Conference 2016 - Personalized Cancer Medicine
Question of Quality Conference 2016 - Personalized Cancer MedicineHCA Healthcare UK
 
CancerBioinformatics_DataTypesResources_012215.pptx
CancerBioinformatics_DataTypesResources_012215.pptxCancerBioinformatics_DataTypesResources_012215.pptx
CancerBioinformatics_DataTypesResources_012215.pptxQiZhi2
 
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim Hagood
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim HagoodEpigenetics and cell fate in JIA and pulmonary fibrosis by Jim Hagood
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim HagoodSystemic JIA Foundation
 
Andres Metspalu: The Estonian Genome Project
Andres Metspalu: The Estonian Genome ProjectAndres Metspalu: The Estonian Genome Project
Andres Metspalu: The Estonian Genome ProjectTHL
 
Stem cell therapies - a special case of therapy and research
Stem cell therapies - a special case of therapy and research Stem cell therapies - a special case of therapy and research
Stem cell therapies - a special case of therapy and research Arete-Zoe, LLC
 
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Fundación Ramón Areces
 
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Fundación Ramón Areces
 
human induced pluripotent stem cells in cancer treatment
human induced pluripotent stem cells in cancer treatmenthuman induced pluripotent stem cells in cancer treatment
human induced pluripotent stem cells in cancer treatmentuniversity of kerala
 
cancer Biology and managment BY Tegene Alemu
cancer Biology and managment BY Tegene Alemucancer Biology and managment BY Tegene Alemu
cancer Biology and managment BY Tegene AlemuTegeneAlemu
 
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENT
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENTTEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENT
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENTTegeneAlemu
 

Similaire à Ian Day Edited Presentation (20)

Cancer Biology.pptx
Cancer  Biology.pptxCancer  Biology.pptx
Cancer Biology.pptx
 
Cancer Biology For a Surgeon to understand
Cancer Biology For a Surgeon to understandCancer Biology For a Surgeon to understand
Cancer Biology For a Surgeon to understand
 
Bea lehming memorial lectures cacs - washington dc 11-15-2014
Bea lehming memorial lectures   cacs - washington dc 11-15-2014Bea lehming memorial lectures   cacs - washington dc 11-15-2014
Bea lehming memorial lectures cacs - washington dc 11-15-2014
 
cancer.ppt
cancer.pptcancer.ppt
cancer.ppt
 
2013 03 genomic medicine slides
2013 03 genomic medicine slides2013 03 genomic medicine slides
2013 03 genomic medicine slides
 
#HCAQofQ Tariq Mughal
#HCAQofQ Tariq Mughal#HCAQofQ Tariq Mughal
#HCAQofQ Tariq Mughal
 
Question of Quality Conference 2016 - Personalized Cancer Medicine
Question of Quality Conference 2016 - Personalized Cancer MedicineQuestion of Quality Conference 2016 - Personalized Cancer Medicine
Question of Quality Conference 2016 - Personalized Cancer Medicine
 
2013 05 society for clinical trials
2013 05 society for clinical trials2013 05 society for clinical trials
2013 05 society for clinical trials
 
2014 07 ismb personalized medicine
2014 07 ismb personalized medicine2014 07 ismb personalized medicine
2014 07 ismb personalized medicine
 
CancerBioinformatics_DataTypesResources_012215.pptx
CancerBioinformatics_DataTypesResources_012215.pptxCancerBioinformatics_DataTypesResources_012215.pptx
CancerBioinformatics_DataTypesResources_012215.pptx
 
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim Hagood
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim HagoodEpigenetics and cell fate in JIA and pulmonary fibrosis by Jim Hagood
Epigenetics and cell fate in JIA and pulmonary fibrosis by Jim Hagood
 
Andres Metspalu: The Estonian Genome Project
Andres Metspalu: The Estonian Genome ProjectAndres Metspalu: The Estonian Genome Project
Andres Metspalu: The Estonian Genome Project
 
Stem cell therapies - a special case of therapy and research
Stem cell therapies - a special case of therapy and research Stem cell therapies - a special case of therapy and research
Stem cell therapies - a special case of therapy and research
 
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
 
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
Ana Ramírez de Molina-El impacto de las ciencias ómicas en la medicina, la nu...
 
Cancer lecture
Cancer lectureCancer lecture
Cancer lecture
 
human induced pluripotent stem cells in cancer treatment
human induced pluripotent stem cells in cancer treatmenthuman induced pluripotent stem cells in cancer treatment
human induced pluripotent stem cells in cancer treatment
 
Latest in Lupus
Latest in LupusLatest in Lupus
Latest in Lupus
 
cancer Biology and managment BY Tegene Alemu
cancer Biology and managment BY Tegene Alemucancer Biology and managment BY Tegene Alemu
cancer Biology and managment BY Tegene Alemu
 
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENT
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENTTEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENT
TEGENE ALEMU CANCER BIOLOGY SURGERY DEPARTMENT
 

Plus de Bath & Bristol Enterprise Network

Martin coulthard - keeping an edge - sustainable competitive advantage
Martin coulthard - keeping an edge - sustainable competitive advantageMartin coulthard - keeping an edge - sustainable competitive advantage
Martin coulthard - keeping an edge - sustainable competitive advantageBath & Bristol Enterprise Network
 

Plus de Bath & Bristol Enterprise Network (20)

Ray mc connell competitive strategy
Ray mc connell competitive strategyRay mc connell competitive strategy
Ray mc connell competitive strategy
 
Matthew howell the role of ip in competitive strategy
Matthew howell   the role of ip in competitive strategyMatthew howell   the role of ip in competitive strategy
Matthew howell the role of ip in competitive strategy
 
Martin coulthard - keeping an edge - sustainable competitive advantage
Martin coulthard - keeping an edge - sustainable competitive advantageMartin coulthard - keeping an edge - sustainable competitive advantage
Martin coulthard - keeping an edge - sustainable competitive advantage
 
Jonathan shaw
Jonathan shawJonathan shaw
Jonathan shaw
 
Vanessa Moon Presentation
Vanessa Moon PresentationVanessa Moon Presentation
Vanessa Moon Presentation
 
Nick Sturge - Presentation
Nick Sturge - PresentationNick Sturge - Presentation
Nick Sturge - Presentation
 
Financial modelling presentation - M Dawes
Financial modelling presentation - M DawesFinancial modelling presentation - M Dawes
Financial modelling presentation - M Dawes
 
G Commins - Sales & marketing
G Commins - Sales & marketingG Commins - Sales & marketing
G Commins - Sales & marketing
 
Roadmaps a personal view
Roadmaps   a personal viewRoadmaps   a personal view
Roadmaps a personal view
 
Huw Davies - Sales & Marketing
Huw Davies - Sales & MarketingHuw Davies - Sales & Marketing
Huw Davies - Sales & Marketing
 
Core 1 From Idea To Plan - Chris Tanner
Core 1 From Idea To Plan - Chris TannerCore 1 From Idea To Plan - Chris Tanner
Core 1 From Idea To Plan - Chris Tanner
 
Core 1 from idea to plan - Tim Monks
Core 1 from idea to plan - Tim MonksCore 1 from idea to plan - Tim Monks
Core 1 from idea to plan - Tim Monks
 
Core 1 from idea to plan - Mark Farmer
Core 1 from idea to plan - Mark FarmerCore 1 from idea to plan - Mark Farmer
Core 1 from idea to plan - Mark Farmer
 
Robert Fraquelli
Robert FraquelliRobert Fraquelli
Robert Fraquelli
 
Martin coulthard intro - sales chasm
Martin coulthard intro - sales chasmMartin coulthard intro - sales chasm
Martin coulthard intro - sales chasm
 
Presentation n hopkins
Presentation  n hopkinsPresentation  n hopkins
Presentation n hopkins
 
Presentation d sykes
Presentation   d sykesPresentation   d sykes
Presentation d sykes
 
Presentation d gilroy
Presentation   d gilroyPresentation   d gilroy
Presentation d gilroy
 
Presentation notes t forster
Presentation notes   t forsterPresentation notes   t forster
Presentation notes t forster
 
Trevor Forster Presentation - Profit from Design
Trevor Forster Presentation - Profit from DesignTrevor Forster Presentation - Profit from Design
Trevor Forster Presentation - Profit from Design
 

Dernier

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking MenDelhi Call girls
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptxLBM Solutions
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphNeo4j
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAndikSusilo4
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitecturePixlogix Infotech
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationMichael W. Hawkins
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticscarlostorres15106
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slidespraypatel2
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024BookNet Canada
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksSoftradix Technologies
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsMaria Levchenko
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?XfilesPro
 

Dernier (20)

Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men08448380779 Call Girls In Friends Colony Women Seeking Men
08448380779 Call Girls In Friends Colony Women Seeking Men
 
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
#StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
Key Features Of Token Development (1).pptx
Key  Features Of Token  Development (1).pptxKey  Features Of Token  Development (1).pptx
Key Features Of Token Development (1).pptx
 
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge GraphSIEMENS: RAPUNZEL – A Tale About Knowledge Graph
SIEMENS: RAPUNZEL – A Tale About Knowledge Graph
 
Pigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping ElbowsPigging Solutions Piggable Sweeping Elbows
Pigging Solutions Piggable Sweeping Elbows
 
Azure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & ApplicationAzure Monitor & Application Insight to monitor Infrastructure & Application
Azure Monitor & Application Insight to monitor Infrastructure & Application
 
Understanding the Laravel MVC Architecture
Understanding the Laravel MVC ArchitectureUnderstanding the Laravel MVC Architecture
Understanding the Laravel MVC Architecture
 
GenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day PresentationGenCyber Cyber Security Day Presentation
GenCyber Cyber Security Day Presentation
 
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmaticsKotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
Kotlin Multiplatform & Compose Multiplatform - Starter kit for pragmatics
 
Slack Application Development 101 Slides
Slack Application Development 101 SlidesSlack Application Development 101 Slides
Slack Application Development 101 Slides
 
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
Transcript: #StandardsGoals for 2024: What’s new for BISAC - Tech Forum 2024
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
Benefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other FrameworksBenefits Of Flutter Compared To Other Frameworks
Benefits Of Flutter Compared To Other Frameworks
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
Handwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed textsHandwritten Text Recognition for manuscripts and early printed texts
Handwritten Text Recognition for manuscripts and early printed texts
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?How to Remove Document Management Hurdles with X-Docs?
How to Remove Document Management Hurdles with X-Docs?
 

Ian Day Edited Presentation

  • 1. The potential of genetics to enable personalization of healthcare Professor Ian N M Day MRC Centre (CAiTE) and Bristol Genetic Epidemiology Laboratory Department of Social Medicine Oakfield House, Oakfield Grove University of Bristol Bristol Enterprise Network event „The Personalised Healthcare Revolution‟ 8th October 2009 Bristol Zoo
  • 2. What is in your genome? • 3000 million A,C,G,T bases strung together into 23 long molecules (chromosomes) • The base sequence is your blueprint • There are about 20,000 ‘genes’ • Each gene encodes a protein, e.g.haemoglobin • 99% does NOT encode proteins. ?junk • About 1% of bases are ‘polymorphic’ • You may have about 1m more ‘private’ variations • Mutation of one base may cause a major disease • You are 96% the same as chimp, 99.5% in protein coding
  • 3. Where is your genome? • There is a copy in every cell of your body • Different genes are active in different cells • However, you only copy half your genome into a sperm or an egg
  • 4. Does the hypercholesterolaemia run in the family with the LDLR gene?
  • 5. Melt-MADGE Loading the gel Pouring one gel Pouring 16 gels Melt-MADGE system Melt-MADGE tank Glass-gel-glass sandwich
  • 6. “ScanLab” (same system to run melts and endoVII assays) >>Goal – studying unknown mutations in populations … studies in big case collections also feasible >>Present capacity – 10 systems – 50million base pairs scanned per week
  • 7. Found 1 severe mutation in MC4R in 1,100 population sample • Khalid K. Alharbi1, Emmanuel Spanakis1, Karen Tan2, Matt J. Smith1, Mohammed A. Aldahmesh1, Sandra D. O'Dell1, Avan Aihie Sayer3, Debbie A. Lawlor4, Shah Ebrahim5, George Davey Smith4, Stephen O’Rahilly3, Sadaf Farooqi2 , Cyrus Cooper3, David I.W.Phillips3 and Ian N M Day1 Prevalence and functionality of paucimorphic and private MC4R mutations in a large, unselected European British population, scanned by meltMADGE (Human Mutation 2006) (cat.P114) MC4R A87D > (Appetite++) > BMI 31.5kg/m2 Does everybody have “one worst gene”? Can we help them (cf phenylketonuria)?
  • 8. From RV-CD to CV-CD • Rare variant – common disease • Common variant – common disease
  • 9. BMI GWAS - SNPs near MC4R
  • 10. BMI GWAS - SNPs near MC4R
  • 11. Forest Plot / Meta-Analysis of Cohorts MC4R lead SNP in replication studies Common variants near MC4R are associated with fat mass, weight and risk of obesity. Loos RJ, Lindgren CM, Li S, Wheeler E, Zhao JH, Prokopenko I, Inouye M, Freathy RM, Attwood AP, Beckmann JS, Berndt SI; Prostate, Lung, Colorectal, and Ovarian (PLCO) Cancer Screening Trial, Jacobs KB, Chanock SJ, Hayes RB, Bergmann S, Bennett AJ, Bingham SA, Bochud M, Brown M, Cauchi S, Connell JM, Cooper C, Smith GD, Day I, Dina C, De S, Dermitzakis ET, Doney AS, Elliott KS, Elliott P, Evans DM, Sadaf Farooqi I, Froguel P, Ghori J, Groves CJ, Gwilliam R, Hadley D, Hall AS, Hattersley AT, Hebebrand J, Heid IM; KORA, Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Herrera B, Hinney A, Hunt SE, Jarvelin MR, Johnson T, Jolley JD, Karpe F, Keniry A, Khaw KT, Luben RN, Mangino M, Marchini J, McArdle WL, McGinnis R, Meyre D, Munroe PB, Morris AD, Ness AR, Neville MJ, Nica AC, Ong KK, O'Rahilly S, Owen KR, Palmer CN, Papadakis K, Potter S, Pouta A, Qi L; Nurses' Health Study, Randall JC, Rayner NW, Ring SM, Sandhu MS, Scherag A, Sims MA, Song K, Soranzo N, Speliotes EK; Diabetes Genetics Initiative, Syddall HE, Teichmann SA, Timpson NJ, Tobias JH, Uda M; SardiNIA Study, Vogel CI, Wallace C, Waterworth DM, Weedon MN; Wellcome Trust Case Control Consortium, Willer CJ; FUSION, Wraight, Yuan X, Zeggini E, Hirschhorn JN, Strachan DP, Ouwehand WH, Caulfield MJ, Samani NJ, Frayling TM, Vollenweider P, Waeber G, Mooser V, Deloukas P, McCarthy MI, Wareham NJ, Barroso I, Jacobs KB, Chanock SJ, Hayes RB, Lamina C, Gieger C, Illig T, Meitinger T, Wichmann HE, Kraft P, Hankinson SE, Hunter DJ, Hu FB, Lyon HN, Voight BF, Ridderstrale M, Groop L, Scheet P, Sanna S, Abecasis GR, Albai G, Nagaraja R, Schlessinger D, Jackson AU, Tuomilehto J, Collins FS, Boehnke M, Mohlke KL. Nat Genet. 2008 Jun;40(6):768-75. Epub 2008 May 4.
  • 12. Effect size of SNP locus near MC4R
  • 16. Helicopter view of genome+diseases: cGWAS browser
  • 17. What Sells to the Public? • Judged by Internet traffic • 1. Internet (indexing by web crawlers) • 2. Sex • 3. Genealogy
  • 22. What Sells to the Doctors? • Genetic information that will help clinical process • 1. diagnosis • 2. prognosis • 3. monitoring • 4. screening • 5. Non-directive counselling /reproductive choice • 6. !! Not the patient’s right to know
  • 23. Some real clinical examples (single targetted gene tests) • TPMT / thiopurines azathioprine, 6-mercaptopurine and 6- thioguanine / organ Tx / autoimmune disease/ leukaemias • Her2/NEU / breast cancer drug response • VKORC1/CYP2C9 / warfarin dosing • UGT1A1 /Gilbert’s / irinotecan / colon cancer • DPYD, TS / 5-fluorouracil / gastric cancer • (ABO) – blood group 1900-1925
  • 24. Who gets the statins? Average prescribing cutpoint Red genotype over-represented and blue genotype under-represented relative to black genotype. If we know the curves, then we could just use the genotype ratios in those getting the statin, to determine the average prescribing cutpoint Genotype ratio treatment index (GRTI) NHS research of service delivery?
  • 25. What does it all cost (2009)? • 600,000 common polymorphisms (GWAS) • £300 from 23andMe [NB £40 200K panels imminent] • ‘Complete’ genome sequencing (NGS) • £50,000 • 5 year goal of 1,000 dollar genome • The cost of making sense of it all. • The cost of leveraging value (to whoever) of that meaning
  • 26. Urban(e) Dog Tags? (slide modified) • identity • blood type and history of inoculations • Blood group • Statin myopathy risk • CFTR delta508, HBB E6V • ALDH2 status • BCHE D70G • LCT • Norwalk virus resistance • MC1R, OCA2 • What I would really like for Xmas is my complete genome sequence!