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FOXO3 Regulates Fetal Hemoglobin Levels in
Sickle Cell Anemia
Yankai Zhang, Jacy R. Crosby,
Eric Boerwinkle, Vivien A. Sheehan
Sickle Cell Anemia
Steinberg MH. N Engl J Med
1999;340:1021-1030.
Akinsheye I et al. Blood 2011;118:19-27
Fetal Hemoglobin
Variability of Endogenous HbF
Numberofpatients
0.0
0.4
0.8
1.2
1.6
2.0
2.4
2.8
3.2
0
10
20
30
Ln(%HbF)
Next Generation Sequencing Methods
Genome-wide association
studies (GWAS)
• Identified BCL11A as a
regulator of endogenous
HbF
• BCL11A is unlikely to be a
good drug target
• BCL11A variants account for
less than half of the
observed variability of HbF
Whole exome sequencing (WES)
• Identifies all variants in
protein coding regions
• Identifies rare variants with
large effects
• Identifies causal variants
• Has not been applied to
modifiers of endogenous
HbF
WES Study Population
171 pediatric sickle cell anemia patients
HbSS
Aged 3-18 years
HUSTLE
Hydroxyurea
Study of Long-
Term Effects
n=120
SWiTCH
Stroke with
Transfusions
Changing to
Hydroxyurea
n=51
Linear Regression vs Burden Analysis
Common Single Variant:Phenotype Rare Variant Gene:Phenotype
exonexonexonexonTypical Gene
T2 Burden Analysis Candidates
Gene Function
Number of
nonsynonymous
variants
Beta Value
ln(%HbF)
P-value
AMPK
AMP-activated protein
kinase
2 -1.5 1.5x10-4
NKAIN3 Na/K transport 5 -0.6 2.7x10-4
TNFRSF9 Tumor necrosis factor 5 0.5 3.9x10-4
FOXO3 Transcriptional activator 7 -0.7 5.6x10-4
EIF2AK1
Heme-regulated inhibitor
kinase
7 -0.3 6.9x10-4
Effect of FOXO3 Variants on
%HbF
n=162 n=9
p=0.01
Forkhead box O3
cytoplasm
FOXO3
AKT
Apoptosis
Stress
resistance
Cell cycle
control
Longevity
Erythroid
maturation
AMPK
ROS,
oxidative
stress
SIRT1
nucleus
P
Degradation of
FOXO3
Growth
factors
Brunet et al, 1999, Cell 96:857
P
Location of FOXO3 Variants
N CDNA binding domain NLS NES TA
P P
D66N A140V D283N A341T P415L R548H S553F
FUNCTIONAL STUDIES
FOXO3 siRNA knockdown reduces
HbF levels in K562 cells
P=0.008P=0.0003
FOXO3 overexpression increases HbF in
K562 cells
Primary Erythroid Culture
CD34+
Day 0 Day 5 Day 7 Day 14 Day 21
Collect cells and
analyze by
RT-PCR and
Western Blot
Lentiviral infection Erythropoietin
expansion differentiation
Expressionlevels
g-globin
b-globin
shRNA knockdown of FOXO3 reduces
HbF in primary erythroid cells
Primary
erythroid
cells
shRNA
FOXO3
γ-Globin
Actin
kDa
90
37
β-Globin 16
16
FOXO3 Inducing Agents May Increase HbF
Levels
• AMPK activates FOXO3 through
phosphorylation
• Variants in AMPK were also associated with
lower HbF levels in our WES study
• Metformin, phenformin, and resveratrol
increase AMPK expression levels, and may
increase g-globin through FOXO3
Metformin
Phenformin
Resveratrol
AMPK FOXO3
g-
globin
Resveratrol Induces g-Globin in PEP
FOXO3 Accumulates in Nucleus with
Resveratrol Treatment
FUTURE DIRECTIONS
Boston
n=50
Oakland
n=79
NY
n=117
CHaRM
n=500
TCH
n=350
PUSH
n=160
Cincinnati
n=50
Remove siblings,
samples missing data,
degraded samples
1000+ sickle cell patient
samples for
whole exome sequencing
Discovery cohort
n=1000
Validation cohort
n=500
Remove samples
that fail QC
Identify associations with HbF by linear regression and burden analysis;
verify association in validation cohort
CSSCD
n=350
Identify variants
associated with
HbF
Validate
associations in
second cohort
Verify associations
by functional
studies
•N=1000 discovery
cohort
• WES
•N=500 validation
cohort
•shRNA knockdown
in primary erythroid
culture
Identify g-
globin
regulation
pathway
Identify
drug target
in pathway
Screen
drugs for
HbF
induction
in primary
erythroid
culture
Future Plans
Future Analyses
Analyze WES data on a new cohort of 1000 SCD patients to
investigate further relationships between FOXO3 and g-globin
expression.
a. Identify all non-synonymous FOXO3 gene variants that are
associated with reduced HbF levels.
b. Use gene based testing and pathway analysis to determine whether
variants in FOXO3 regulatory genes (AMPK, SIRT1) are associated with
HbF levels.
c. Use nonbiased SNP and gene based testing to identify all variants
that segregate with HbF level in the WES cohort.
Future Analyses
Determine the mechanisms by which FOXO3 regulates g-globin expression.
a. Analyze primary human erythroid cells by chromatin immunoprecipitation-
sequencing (ChIP-seq) to determine whether FOXO3 binds the g-globin locus
or other loci that regulate HbF (BCL11A, MYB, KLF1).
b. Analyze primary human erythroid cells with and without FOXO3
knockdown by RNASeq to identify genes altered by FOXO3 knockdown.
c. Use Gene Set Enrichment Analysis (GSEA) to combine WES, ChIP-Seq and
RNASeq analyses.
Conclusions
• Burden analysis of WES data identified seven
FOXO3 variants associated with lower
endogenous HbF in pediatric sickle cell patients.
• In K562 cells and primary erythroid cells,
knockdown of FOXO3 reduced g-globin levels.
• Overexpression of FOXO3 increased g-globin
levels.
• FOXO3 may be a viable drug target.
• Further work is needed to elucidate the role of
FOXO3 in g-globin regulation
Acknowledgments
Yankai Zhang
Jonathan Flanagan
Richard Gibbs
Aniko Sabo
Donna Muzny
Eric Boerwinkle
Jacy Crosby
Russell Ware
Thad Howard
Nicole Mortier
Funding
NIH NHGRI U54 HG003273 (Richard Gibbs)Betty Pace
Biaoru Li

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FOXO3 Regulates Fetal Hemoglobin Levels in Sickle Cell Anemia

  • 1. FOXO3 Regulates Fetal Hemoglobin Levels in Sickle Cell Anemia Yankai Zhang, Jacy R. Crosby, Eric Boerwinkle, Vivien A. Sheehan
  • 2. Sickle Cell Anemia Steinberg MH. N Engl J Med 1999;340:1021-1030. Akinsheye I et al. Blood 2011;118:19-27
  • 4. Variability of Endogenous HbF Numberofpatients 0.0 0.4 0.8 1.2 1.6 2.0 2.4 2.8 3.2 0 10 20 30 Ln(%HbF)
  • 5. Next Generation Sequencing Methods Genome-wide association studies (GWAS) • Identified BCL11A as a regulator of endogenous HbF • BCL11A is unlikely to be a good drug target • BCL11A variants account for less than half of the observed variability of HbF Whole exome sequencing (WES) • Identifies all variants in protein coding regions • Identifies rare variants with large effects • Identifies causal variants • Has not been applied to modifiers of endogenous HbF
  • 6. WES Study Population 171 pediatric sickle cell anemia patients HbSS Aged 3-18 years HUSTLE Hydroxyurea Study of Long- Term Effects n=120 SWiTCH Stroke with Transfusions Changing to Hydroxyurea n=51
  • 7. Linear Regression vs Burden Analysis Common Single Variant:Phenotype Rare Variant Gene:Phenotype exonexonexonexonTypical Gene
  • 8. T2 Burden Analysis Candidates Gene Function Number of nonsynonymous variants Beta Value ln(%HbF) P-value AMPK AMP-activated protein kinase 2 -1.5 1.5x10-4 NKAIN3 Na/K transport 5 -0.6 2.7x10-4 TNFRSF9 Tumor necrosis factor 5 0.5 3.9x10-4 FOXO3 Transcriptional activator 7 -0.7 5.6x10-4 EIF2AK1 Heme-regulated inhibitor kinase 7 -0.3 6.9x10-4
  • 9. Effect of FOXO3 Variants on %HbF n=162 n=9 p=0.01
  • 10. Forkhead box O3 cytoplasm FOXO3 AKT Apoptosis Stress resistance Cell cycle control Longevity Erythroid maturation AMPK ROS, oxidative stress SIRT1 nucleus P Degradation of FOXO3 Growth factors Brunet et al, 1999, Cell 96:857
  • 11. P Location of FOXO3 Variants N CDNA binding domain NLS NES TA P P D66N A140V D283N A341T P415L R548H S553F
  • 13. FOXO3 siRNA knockdown reduces HbF levels in K562 cells P=0.008P=0.0003
  • 14. FOXO3 overexpression increases HbF in K562 cells
  • 15. Primary Erythroid Culture CD34+ Day 0 Day 5 Day 7 Day 14 Day 21 Collect cells and analyze by RT-PCR and Western Blot Lentiviral infection Erythropoietin expansion differentiation Expressionlevels g-globin b-globin
  • 16. shRNA knockdown of FOXO3 reduces HbF in primary erythroid cells Primary erythroid cells shRNA FOXO3 γ-Globin Actin kDa 90 37 β-Globin 16 16
  • 17. FOXO3 Inducing Agents May Increase HbF Levels • AMPK activates FOXO3 through phosphorylation • Variants in AMPK were also associated with lower HbF levels in our WES study • Metformin, phenformin, and resveratrol increase AMPK expression levels, and may increase g-globin through FOXO3 Metformin Phenformin Resveratrol AMPK FOXO3 g- globin
  • 19. FOXO3 Accumulates in Nucleus with Resveratrol Treatment
  • 21. Boston n=50 Oakland n=79 NY n=117 CHaRM n=500 TCH n=350 PUSH n=160 Cincinnati n=50 Remove siblings, samples missing data, degraded samples 1000+ sickle cell patient samples for whole exome sequencing Discovery cohort n=1000 Validation cohort n=500 Remove samples that fail QC Identify associations with HbF by linear regression and burden analysis; verify association in validation cohort CSSCD n=350
  • 22. Identify variants associated with HbF Validate associations in second cohort Verify associations by functional studies •N=1000 discovery cohort • WES •N=500 validation cohort •shRNA knockdown in primary erythroid culture Identify g- globin regulation pathway Identify drug target in pathway Screen drugs for HbF induction in primary erythroid culture Future Plans
  • 23. Future Analyses Analyze WES data on a new cohort of 1000 SCD patients to investigate further relationships between FOXO3 and g-globin expression. a. Identify all non-synonymous FOXO3 gene variants that are associated with reduced HbF levels. b. Use gene based testing and pathway analysis to determine whether variants in FOXO3 regulatory genes (AMPK, SIRT1) are associated with HbF levels. c. Use nonbiased SNP and gene based testing to identify all variants that segregate with HbF level in the WES cohort.
  • 24. Future Analyses Determine the mechanisms by which FOXO3 regulates g-globin expression. a. Analyze primary human erythroid cells by chromatin immunoprecipitation- sequencing (ChIP-seq) to determine whether FOXO3 binds the g-globin locus or other loci that regulate HbF (BCL11A, MYB, KLF1). b. Analyze primary human erythroid cells with and without FOXO3 knockdown by RNASeq to identify genes altered by FOXO3 knockdown. c. Use Gene Set Enrichment Analysis (GSEA) to combine WES, ChIP-Seq and RNASeq analyses.
  • 25. Conclusions • Burden analysis of WES data identified seven FOXO3 variants associated with lower endogenous HbF in pediatric sickle cell patients. • In K562 cells and primary erythroid cells, knockdown of FOXO3 reduced g-globin levels. • Overexpression of FOXO3 increased g-globin levels. • FOXO3 may be a viable drug target. • Further work is needed to elucidate the role of FOXO3 in g-globin regulation
  • 26. Acknowledgments Yankai Zhang Jonathan Flanagan Richard Gibbs Aniko Sabo Donna Muzny Eric Boerwinkle Jacy Crosby Russell Ware Thad Howard Nicole Mortier Funding NIH NHGRI U54 HG003273 (Richard Gibbs)Betty Pace Biaoru Li