liquid biopsy in clinical practice - cme...
TRANSCRIPT
Allan A. Lima Pereira, MD, PhDGI Medical Oncology [email protected]
Liquid Biopsy in Clinical Practice
MD Anderson
DISCLOSURES
I do not have anything to disclose.
Liquid Biopsy in Clinical Practice
MD Anderson
• Risk
• Spatial heterogeneity
• Temporal heterogeneity
The issues with tissue biopsies3Liquid Biopsy in Clinical Practice
MD Anderson
• Risk
• Spatial heterogeneity
• Temporal heterogeneity
The issues with tissue biopsies4
Gerlinger M et al. NEJM. 2012 Mar 08;366(10):883-92
Liquid Biopsy in Clinical Practice
MD Anderson
• Risk
• Spatial heterogeneity
• Temporal heterogeneity
The issues with tissue biopsies5
• Serial assessment of ctDNA 220 pts with mRCC using commercial 70-gene platform
• ctDNA profile varied across line of therapy
Pal SK et al. Eur Urol. 2017 Apr 13. PubMed PMID: 28413127.
24%
18%
3% 8%
11%
5%
49%
29%
21%
15% 13% 10%
0%
10%
20%
30%
40%
50%
60%
TP53 VHL NF1 EGFR ARID1A PIK3CA
Perc
enta
ge o
f Pat
ient
s w
ith G
A
1st-Line Post-1st-Line
Liquid Biopsy in Clinical Practice
MD Anderson
• Risk
• Spatial heterogeneity
• Temporal heterogeneity
The issues with tissue biopsies6
Pal SK et al. Eur Urol. 2017 Apr 13. PubMed PMID: 28413127.
• Serial analysis of ctDNA from 24 pts with mCRC who responded to anti-EGFR therapy but subsequently relapsed, 23 out of 24 patients developed one or more mutations in genes involved in the MAPK signaling pathway
Liquid Biopsy in Clinical Practice
MD Anderson
What is “Liquid biopsy”7
• Non-invasive (or minimally invasive) technique for assessing tumors
• Blood, ascite fluid, urine, sputum, amniotic fluid, saliva…
• Circulating tumor cells
• Circulating cell-free DNA
• Exosomes
• Potential applications:
• Potential pitfalls
Liquid Biopsy in Clinical Practice
MD Anderson
Where does cfDNA come from?8
• Patients with cancer have higher levels of cfDNA than patients without cancer.
• Accumulation of cfDNA in plasma occurs as macrophages are unable to keep with clearance from associated apoptosis and necrosis, leading to release of cfDNA into circulation.
• Most cfDNA fragments are 180-200bp, suggesting majority arises from tumor cell apoptosis.
Liquid Biopsy in Clinical Practice
MD Anderson 9Liquid Biopsy in Clinical Practice
MD Anderson
ctDNA Plataforms10ctDNA Platforms
Commercial entities –over 60 in USA!
Liquid Biopsy in Clinical Practice
and more...
MD Anderson
AF = Allele frequency / Allele fraction11
• ctDNA is usually quantified as the allele frequency (as known as fraction of mutant alleles)
• Ratio:
• Advantage: using the wild-type copies as an intra-patient control for the exclusion of poor sample quality or poor sample handling during ctDNAextraction.
• Disadvantage: Other factors may significantly affect the number of wild-type copies, which in turn may bias the AF variable:
• Infection, inflammation, trauma, even the treatment itself..
• Problem for monitoring / comparison across timepoints…
Mutated alleles
Wild-type alleles + mutated alleles
Liquid Biopsy in Clinical Practice
MD Anderson
ctDNA is an attractive biomarker since:12
Mainly because…
• Mutations are highly specific to tumor cells
• Mutations are involved in pathogenesis
• Some mutations are actionable
• Half-life: ~ 30min
Liquid Biopsy in Clinical Practice
MD Anderson
CHALLENGE:
Move this from the “Wow!” phase to clinical application.
13Liquid Biopsy in Clinical Practice
MD Anderson
ctDNA – clinical applications14Liquid Biopsy in Clinical Practice
MD Anderson
MINIMAL RESIDUAL DISEASE
STAGE II CRC
15Liquid Biopsy in Clinical Practice
MD Anderson
Minimal Residual Disease16
The Potential of Circulating Tumor DNA(ctDNA) to Reshape The Design of
Clinical Trials Testing Adjuvant Therapy in Patients with Early Stage Cancers
Jeanne Tie*, Yuxuan Wang, Cristian Tomasetti , Lu Li, Simeon Springer, Isaac Kinde, Rachel Wong, Suzanne Kosmider, Ben Tran, Jayesh Desai, Theresa Hayes, Andrew Haydon,
DesmondYip, Michael Christie, Robert L. Strausberg, Luis Diaz Jr , Nickolas Papadopoulos, Kenneth Kinzler,
Bert Vogelstein and Peter Gibbs
*WalterandElizaHallInstituteofMedicalResearch,Australia
Liquid Biopsy in Clinical Practice
MD Anderson
Minimal Residual Disease17ctDNA in Oncology
Tie et al. ASCO 2016Tie et al. Sci Transl Med. 2016
MD Anderson
Minimal Residual Disease18ctDNA in Oncology
Tie et al. ASCO 2016Tie et al. Sci Transl Med. 2016
MD Anderson
Minimal Residual Disease19ctDNA in Oncology
Tie et al. ASCO 2016Tie et al. Sci Transl Med. 2016
MD Anderson
Minimal Residual Disease20ctDNA in Oncology
MD Anderson
MONITORING TREATMENT
PREDICTING RESISTANCE
21Liquid Biopsy in Clinical Practice
MD Anderson
Monitoring Treatment22ctDNA in Oncology
Dynamic changes in ctDNA levels by treatment
DiehlF,etal.CirculatingmutantDNAtoassesstumordynamics.Naturemedicine.2008
MD Anderson
Monitoring Treatment23
Retrospective cohort of patients receiving Regorafenib or TAS102
0
2
4
6
8
10
12
14
16
18
0
1
2
3
4
5
6
7
SD
KRAS-m
utAlleleFrequency
Treatmentstart
Restaging
ctDNATreatment
0
5
10
15
20
25
PD PD
A B C
PI: Allan Pereira
ctDNA in Oncology
MD Anderson
RECURRENCE AFTER METASTASECTOMY
24Liquid Biopsy in Clinical Practice
MD Anderson
Recurrence after liver resection25ctDNA in Oncology
Overman et al. 2017 ASCO annual meeting
MD Anderson
Recurrence after liver resection26
0 5 10 15 20 25 30 35 40 45 500
20
40
60
80
100
Time (months)
Per
cent
sur
viva
l
Detected
Not detected
P-value 0.004HR 2.6 (95%CI 1.2-5.7)
0 5 10 15 20 25 30 35 40 45 500
20
40
60
80
100
Time (months)P
erce
nt s
urvi
val
Detected
Not Detected
P-value 0.06HR 3.5 (95%CI 0.8-15.7)
•Median time from preoperative blood collection to surgery was 4.5 days•Median time from surgery to postoperative blood collection was 14 days.
•Median RFS was 7.6 months for ctDNAdetected and 15.8 months for non-detected ctDNA, p=0.004•2-year RFS was 9% for ctDNA detected and 43% for non-detected ctDNA
Overall SurvivalRecurrence Free Survival
Overman et al. 2017 ASCO annual meeting
ctDNA in Oncology
MD Anderson
Guiding decisions in referring patients with mCRC to matched biomarker-related clinical trials.
27Liquid Biopsy in Clinical Practice
MD Anderson
Matched biomarker-related clinical trials28
Pereira et al. PLoS One 2017
ctDNA in Oncology
MD Anderson
Potential pitfalls
29Liquid Biopsy in Clinical Practice
MD Anderson
Predictors of Negative ctDNA30ctDNA in Oncology
Pereira et al. 2018 GI ASCO
MD Anderson
Thank You!
31Liquid Biopsy in Clinical Practice
MD Anderson
Contact
32
Allan A. Lima Pereira, MD, [email protected]@gmail.com
Liquid Biopsy in Clinical Practice