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M.Res Programme CRITICAL APPRAISAL Bob Lightowlers, WT Centre for Mitochondrial Research

M.Res Programme CRITICAL APPRAISAL Bob Lightowlers, WT Centre for Mitochondrial Research. r obert.lightowlers@ncl.ac.uk. NOT EVERYTHING THAT IS PUBLISHED IS CORRECT!!. NOT EVERYTHING THAT IS PUBLISHED IS CORRECT!!. ‘The statistical error that keeps on coming’

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M.Res Programme CRITICAL APPRAISAL Bob Lightowlers, WT Centre for Mitochondrial Research

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  1. M.ResProgramme CRITICAL APPRAISAL Bob Lightowlers, WT Centre for Mitochondrial Research robert.lightowlers@ncl.ac.uk

  2. NOT EVERYTHING THAT IS PUBLISHED IS CORRECT!!

  3. NOT EVERYTHING THAT IS PUBLISHED IS CORRECT!! ‘The statistical error that keeps on coming’ Ben Goldacre – The Guardian 9th Sept 2011

  4. Problem transferring ‘effective’ drugs from mouse model to clinic • Numbers of mice not likely • to generate significance • No randomisation • No blinded evaluations • Bias in reporting • (no reporting of negative data) • Variable genetic background • Broader endpoints such as • life expectancy/behaviour • too crude Nonhuman primate models ?

  5. Sept 2011 Bayer Pharmaceuticals assessed reproducibility of 67 published projects Only 20-25% of published data in line with in-house findings

  6. Jan 2012 Amgen tried to confirm research from 53 published ‘landmark’ studies

  7. Jan 2012 Amgen tried to confirm research from 53 published ‘landmark’ studies ONLY 6 (11%) could be confirmed

  8. Jan 2012 Amgen tried to confirm research from 53 published ‘landmark’ studies ONLY 6 (11%) could be confirmed

  9. What causes this lack of reproducibility ?

  10. What causes this lack of reproducibility ?

  11. What causes this lack of reproducibility ?

  12. What causes this lack of reproducibility ?

  13. What causes this lack of reproducibility ?

  14. NOT EVERYTHING THAT IS PUBLISHED IS CORRECT!! ONLY 15% OF PUBLICATIONS ARE TRUSTWORTHY • Be critical • Guilty until proven innocent

  15. The peer review process

  16. What should we be looking for ? • Incorrect statistical analysis • Power of study • Absence of essential controls • Incorrect methodology • Over/mis interpretation of data • Lack of reference to any conflicting data

  17. What should we be looking for ? • Incorrect statistical analysis • Power of study • Absence of essential controls • Incorrect methodology • Over/mis interpretation of data • Lack of reference to any conflicting data • Falsification of data

  18. Somatic Cell Nuclear Transfer

  19. Peer review cannot guarantee scientific integrity

  20. Peer review cannot guarantee scientific integrity

  21. http://www.biochem.arizona.edu/classes/bioc568/papers.htm

  22. Critical Evaluation - a worked example

  23. Human mtDNA • An autosomally replicating genome • Found in mitochondrial matrix • Encodes 13 proteins, all of which are • OXPHOS components 16,569 bp • Comprises app. 0.1% of total cell DNA • Varies enormously in copy number/cell • Approx. 700 in fibroblasts to >200,000 • in some mammalian oocytes • Maternally inherited • Often heteroplasmic in the diseased state

  24. Hypothesis: 1. Alzheimers Disease could be caused by defects in activity of the respiratory chain complex cytochrome c oxidase 2. Alzheimers Disease is due to mutations in the mitochondrial genome

  25. Why ? • Lack of FH is a negative risk factor

  26. Why ? • Lack of FH is a negative risk factor • Risk of AD increases with affected maternal relative (mtDNA?)

  27. Why ? • Lack of FH is a negative risk factor • Risk of AD increases with affected maternal relative (mtDNA?) • Mutations in mtDNA can lead to defective OXPHOS

  28. Why ? • Lack of FH is a negative risk factor • Risk of AD increases with affected maternal relative (mtDNA?) • Mutations in mtDNA can lead to defective OXPHOS • Neurons may be particularly susceptible to such defects

  29. Neurological Non-Neurological Optic Atrophy / Retinitis Pigmentosa Respiratory Failure Cardiomyopathy CVA / Seizures / Developmental delay Liver Failure Deafness Short Stature Marrow Failure Peripheral Neuropathy Diabetes Thyroid Disease Myopathy

  30. Why ? • Lack of FH is a negative risk factor • Risk of AD increases with affected maternal relative (mtDNA?) • Mutations in mtDNA can lead to defective OXPHOS • Neurons may be particularly susceptible to such defects • COX activity reported to decrease in brain of AD patients

  31. Methods used • MtDNA isolation and sequencing in patients, • asymptomatic relatives and controls

  32. Methods used • MtDNA isolation and sequencing in patients, • asymptomatic relatives and controls • All three COX genes sequenced

  33. Methods used • MtDNA isolation and sequencing in patients, • asymptomatic relatives and controls • All three COX genes sequenced • Platelet fusion from AD patients to neuronal cells • lacking mtDNA (rho0)

  34. Biopsy EthBr Enucleation Generation of transmitochondrial cybrids

  35. Methods used • MtDNA isolation and sequencing in patients, • asymptomatic relatives and controls • All three COX genes sequenced • Platelet fusion from AD patients to neuronal cells • lacking mtDNA (rho0) • Analysis of respiratory enzyme activity in the cybrids

  36. Methods used • MtDNA isolation and sequencing in patients, • asymptomatic relatives and controls • All three COX genes sequenced • Platelet fusion from AD patients to neuronal cells • lacking mtDNA (rho0) • Analysis of respiratory enzyme activity in the cybrids • Analysis of ROS production in cybrids

  37. Results 506 Patients and 95 controls

  38. Results 506 Patients and 95 controls 10 clones of all three COX genes sequence

  39. Results 506 Patients and 95 controls 10 clones of all three COX genes sequence 6 mutations found in COI and COII

  40. Results 506 Patients and 95 controls 10 clones of all three COX genes sequence 6 mutations found in COI and COII Different levels of heteroplasmy but levels significantly greater in the AD cohort

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