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Monte Westerfield, University of Oregon, Eugene, USA Sponsored by the Office of the Director National Institutes of Health, the National Human Genome Research Institute, the National Institute of Child Health & Development, the National Institute of Deafness & Other Disorders the National Eye Institute, and the Megan and Vision for a Cure Foundations Reproducibility with zebrafish models of human health and disease VisionForACure.com

Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

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Page 1: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Monte Westerfield, University of Oregon, Eugene, USASponsored by the Office of the Director National Institutes of Health,

the National Human Genome Research Institute, the National Institute of Child Health & Development,the National Institute of Deafness & Other Disorders

the National Eye Institute, and the Megan and Vision for a Cure Foundations

Reproducibility with zebrafish modelsof human health and disease

VisionForACure.com

Page 2: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

• Why zebrafish?

• Current use in biomedical research

• Improving reproducibility

Reproducibility with zebrafish modelsof human health and disease

Page 3: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University
Page 4: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

zebrafish fly

human

zebrafish

Page 5: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Study development directly in transparent embryos

(Karlstrom & Kane)

Page 6: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

cell-specific promoter GFPTol2 Tol2Tol2kit

Inject into zebrafish

Reporter constructs & highly efficient transgenesis

Screen for rescue Assays: OKR, ERG, tap test, apoptosis, etc.

Models for translational studies

Page 7: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Study physiology directly

Page 8: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

(Wilkinson laboratory)

Study cellular interactions

Page 9: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Study blood flow directly in live animals

(Santoro laboratory)

Page 10: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

(Keller & Ahrens, 2013)

Study activity of every neuron in the brain simultaneously

Page 11: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

High-throughput optical screening

(Pardo-Martin et al., 2010)

Page 12: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

• Why zebrafish?• in vivo analyses at high resolution

• rapid, inexpensive

• Current use in biomedical research

• Improving reproducibility

Reproducibility with zebrafish modelsof human health and disease

Page 13: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Growth of zebrafish research

Page 14: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

H. sapiens/130

M. musculus/20

D. melanogaster

D. rerioC. elegans

Page 15: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Page 16: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Alzheimers Disease

Page 17: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Autism

Page 18: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Obesity

Page 19: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Schizophrenia

Page 20: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Acute radiation syndromeAge-related macular degenerationAlcoholismAlcoholic liver diseaseAlzheimers diseaseAnophthalmiaAnxiety disordersAtherosclerosisAutismAutosomal dominant hearing diseaseAxenfeld-Rieger syndromeBardet-Biedl syndromeBarth syndromeBicuspid aortic valve diseaseBiliary atresiaCancer

Colorectal cancerHead and neck squamous cell carcinomaGliomaInvasive carcinomaLEOPARD syndromeLeukemiaLiver cancerLymphoblastic leukemiaMelanomaMyologenous leuekmiaNeuroblastomaPancreatic cancerRhabdomyosarcoma

Centronuclear myopathiesCerebral cavernous malformationsCholeraChronic granulomatous diseaseChronic kidney diseaseCirculatory diseasesColitisCongenital cataractCongenital glycoslyation diseasesCore binding factor leukemia

Corneal dystrophiesCranial facial diseasesCrohns diseaseCutis laxa Cystic fibrosisDelayed pubertyDiabetes Diamond Blackfan anemiaDuchenne muscular dystrophyEnd stage renal diseaseEmphysemaEpilepsy Extrinsic asthmaEye diseases

Facioscapulohumeral muscular dystrophyFanconi anemiaFatty liver diseaseFetal alcohol syndromeFocal segmental glomerulosclerosisFraser syndromeGanglioside sialidase deficiency diseaseGAPO progeroid syndromeGlaucomaGlioblastomaHeart disease

Atrial fibrillationCardiac arrhythmiaCardiac conduction diseasesCardiomegalyCongestive heart failureHypertrophic cardiomyopathySudden cardiac arrest

Hepatic steatosisHereditary retinal degenerationsHirschsprung diseaseHIVAIDSHolt Oram syndromeHyperammonemia

Hypertension Inflammatory bowel diseaseIntracranial aneurysm Joubert syndromeJuvenile hydrocephalusKidney diseasesLong QT syndromeLysosomal disease mucolipidosis IIMicrophthamiaMidfacial cleft diseaseMultiple sclerosisMucolipidosis type IVMuscular dystrophyMyotonic dystrophyNephronophthisisNonsyndromic cleft lip and palateNoonan syndromeObesityOral cleft diseasesOsteoporosisParkinson diseasePolycystic kidney diseasePseudoxanthoma elasticumRefractory anemiaSchizophreniaScoliosisSkeletal diseasesSleep disordersSpinal cord regenerationSpinal muscular atrophyStroke Treacher Collins syndromeTuberculosisUsher syndromeUveal colobomaVascular thrombosisvon Willebrand disease

Human diseases studied with zebrafish models

(NIH funded grants, 2013)

Sleep disorders

Page 21: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

• Why zebrafish?• in vivo analyses at high resolution

• rapid, inexpensive

• Current use in biomedical research• widespread and growing

• Improving reproducibility

Reproducibility with zebrafish modelsof human health and disease

Page 22: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Forward genetics: thousands of mutants

Page 23: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Reverse genetics: morpholinos knockdown gene function

Translationblocker

Spliceblocker

mRNA

Page 24: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Problems for reproducibility:• toxicity• effectiveness diluted over time• genomic polymorphisms• off-target effects

Translationblocker

Spliceblocker

mRNA

Reverse genetics: morpholinos knockdown gene function

Page 25: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Knock out of all protein coding genes

Page 26: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

CRISPRs provide precise genome editing

Page 27: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

(Ebermann et al.)

Zebrafish models of human patients

Page 28: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

(Ebermann et al.)

Potential genetic interaction between PDZD7 & USH2A

Page 29: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

(Ebermann et al.)

Zebrafish model validates genetic interaction between PDZD7 & USH2A

Page 30: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

New tools increase reproducibility

• complete maps of all SNPs

• rapid, low cost sequencing

• isogenic strains

Page 31: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

• Why zebrafish?• in vivo analyses at high resolution

• rapid, inexpensive

• Current use in biomedical research• widespread

• Improving reproducibility• precise models of human patients

• improved tools needed

Reproducibility with zebrafish modelsof human health and disease

Page 32: Reproducibility with zebrafish models of human health and ...nas-sites.org/ilar-roundtable/files/2014/06/Monte-Westerfield.pdf · of human health and disease. Monte Westerfield, University

Monte Westerfield, University of Oregon, Eugene, USASponsored by the Office of the Director National Institutes of Health,

the National Human Genome Research Institute, the National Institute of Child Health & Development,the National Institute of Deafness & Other Disorders

the National Eye Institute, and the Megan and Vision for a Cure Foundations

Reproducibility with zebrafish modelsof human health and disease

VisionForACure.com