Title: Genetic Variations in the PI3K/PTEN/AKT/mTOR Pathway are Associated with Clinical Outcomes in Esophageal Cancer Patients Treated with Chemoradiotherapy
1Genetic Variations in the PI3K/PTEN/AKT/mTOR
Pathway are Associated with Clinical Outcomes in
Esophageal Cancer Patients Treated with
Chemoradiotherapy
- Michelle Hildebrandt, Ph.D.InstructorDepartment
of Epidemiology
2Outline
- Pathway
- Experimental Details
- Results
- Conclusions
- Future Directions
3PI3K/PTEN/AKT/mTOR Pathway
4Downstream Processes
Manning and Cantley, Cell (2007)
5Major Effectors
6PI3K and PTEN
- Sensor of cellular environment
- PI3K activated by receptors at membrane
- RTK and GPCR
- Transmitted through
PIP2/3 - PIP3 on
- PIP2 off
- PTEN removes
activation signal
7AKT
- Major adaptor protein
- 3 isoforms (AKT1/2/3)
- AKT1 and AKT2 most important for this pathway in
cancer
8mTORmammalian Target Of Rapamycin (FRAP1)
- Involved in regulation of translation
Y Mamane, et al, Oncogene (2006)
9Importance in Cancer
- Balance between cell survival and apoptosis
- Activated ? Survival
- This pathway is often constitutively active in
MANY cancers - Gene amplifications
- Activating mutations
- Silencing of PTEN ? no regulation
10Chemotherapy Response
- In lung and ovarian cell lines
- Overexpression of PIK3CA and reduced PTEN
activity results in cisplatin resistance - Cisplatin resistance associated with AKT
overexpression - Inhibition of AKT increases efficacy of
paclitaxel - Inhibition of mTOR increases cisplatin efficacy
- Increased AKT activity found to increase response
to 5-FU
11Esophageal Cancer
- Estimated gt16,000 new EC cases each year in the
US - Rate of adenocarcinoma increasing rapidly
- Mirror rates of obesity ? gastroreflux
- Surgery is standard treatment
- Multimodal approaches are often used
- 5-year survival rate of 25-28
12Esophageal Cancer
- Phosphorylation of AKT increased during
progression from Barretts to EC - PI3K/PTEN/AKT/mTOR Pathway is activated in EC
13The Question
- For EC patients treated with a taxane,
fluoropyrimidine and/or platinum agent - Is genetic variation within the
PI3K/PTEN/AKT/mTOR pathway associated with
variation in clinical outcomes?
14Experimental DetailsPatient Characteristics
- 186 Caucasian patients with resectable
adenocarcinoma or squamous cell carcinoma - Recruited between 1985 and 2003 at MDACC
- Concurrent chemoradiotherapy followed by surgery,
or induction chemotherapy followed by concurrent
chemoradiotherapy and then surgery
15Experimental DetailsPatient Characteristics
16Experimental DetailsPatient Characteristics
- Study endpoints were
- Overall Survival
- Recurrence
- Pathologic Response to Therapy
- Adjusted all analyses for
- Age at diagnosis, gender, smoking status, alcohol
consumption, clinical stage, histological tumor
type, tumor location, pathological stage and
histological viability, radiation dosage,
chemoradiotherapy sequence, and chemotherapy
regimens
17Experimental DetailsTreatment Information
- Stratified analyses by chemotherapeutic regimen
- Any of the three
- Fluoropyrimidine any
- Platinum compound any
- Taxane any
18Experimental DetailsSNP Selection
- tagged SNP Selection
- Based on HapMap data from CEPH population
- Gene 5 Kb flanking
- LD tagged SNPs r2 gt 0.8, MAF gt 0.1
- tagger and LDselect
19Experimental DetailsSNP Selection
20Results
- 16 SNPs, 4 treatment groups, 3 clinical outcomes
21ResultsRecurrence Risk in Patients Treated with
Any of the Three
- Three SNPs associated with recurrence
- AKT1rs2498804
- AKT2rs892119
- Increased risk of recurrence
- All treatment groups
- PTENrs12357281
- Decreased risk of recurrence
- Except for platinum compound any
22ResultsRecurrence Risk in Patients Treated with
Any of the Three
23ResultsRecurrence-free Survival by AKT2rs892119
A Any Three B 5-FU C Platinum agent D Taxane
24ResultsRecurrence Risk by Unfavorable Genotype
- AKT1rs2498804 and AKT2rs892119
Consistent across all strata Fluoropyrimidine -
HR 6.36 Platinum Agent - HR 10.73 Taxane -
HR 83.37
25ResultsGene-Gene Interactions in Patients
Treated with a Taxane
- 7 SNPs associated with Recurrence
p-value
95 CI
HR
AKT1rs2498804
0.003
2.40 - 83.02
14.10
GT TT
AKT1rs1130214
0.016
1.55 - 76.98
10.94
TT
AKT2rs892119
0.006
1.62 - 16.88
5.23
AG GG
FRAP1rs2295080
0.035
1.19 -128.38
12.35
TT
PIK3CArs7621329
0.015
1.60 - 80.88
11.38
TT
PIK3CArs6443624
0.031
1.20 - 42.36
7.13
CC
PTENrs12357281
0.008
0.006 - 0.458
0.05
CG GG
26ResultsSurvival Tree Analysis for Recurrence
27ResultsSurvival in Patients Treated with Any of
the Three
- Both FRAP1 (mTOR) SNPs significant
- Consistent except for platinum compound group
Taxane
Platinum Compound
Fluoropyrimidine
Any of the Three
p-value
HR
p-value
HR
p-value
HR
p-value
HR
FRAP1rs11121704
0.005
7.03
0.091
2.77
0.003
3.82
0.004
3.53
TT
FRAP1rs2295080
0.003
8.28
0.073
2.66
0.0004
4.66
0.001
4.19
TT
28ResultsSurvival in Patients Treated with a Taxane
p-value
95 CI
HR
AKT1rs1130214
1(reference)
GG
0.222
0.73 - 3.94
1.69
GT
0.014
1.56 - 51.17
8.92
TT
0.157
0.79 - 4.19
1.82
GT TT
AKT2rs892119
1(reference)
AA
0.014
1.27 - 8.40
3.27
AG
0.065
0.89 - 43.88
6.25
GG
0.006
1.43 - 8.78
3.54
AG GG
29ResultsPathologic Response to Therapy
Taxane
Platinum Compound
Fluoropyrimidine
Any of the Three
p-value
OR
p-value
OR
p-value
OR
p-value
OR
1 (reference)
1 (reference)
1 (reference)
1 (reference)
AA
0.042
3.68
0.105
2.18
0.018
2.68
0.023
2.54
AG
GG
0.026
4.12
0.059
2.46
0.008
2.98
0.010
2.81
AG GG
30ResultsPathologic Response to Therapy
- AKT1rs3803304 in patients treated with Any of
the Three - HR 0.50 (0.25 0.99), p-value 0.049
- FRAP1rs11121704 in taxane group only
- HR 2.76 (1.04 7.37), p-value 0.042
31Conclusions
- Genetic variation within this important pathway
is important - AKT2rs892119 in particular
- Tags 5 SNPs
- Results suggest increased signaling
- Functional SNP?
32Conclusions
- PTEN variation had expected opposite effect
- Counteracts other effects
- Differences between treatment groups
- Many more in taxane group ? sample size?
- Less in platinum compound group
33Future Directions
- Analyze SNPs in a control group undergoing
surgery alone - Same in other cancers treated with these agents?
- Functional studies ? mechanism
34Thank You!
Xifeng Wu Jafer Ajani Julie Izzo Mien-Chie
Huang Esophageal Study Participants
Wu Laboratory