SlideShare a Scribd company logo
1 of 30
Minimal Residual Disease in AML
Steven M. Kornblau, M.D.
Department of Leukemia
Department of Stem Cell Transplantation and
Cellular Therapy
The MRD Concept
• Most patients achieve remission
• Most relapse
– Cure rate 20-25% overall therefore 2/3rd relapse
• What if we could predict who will eventually
relapse ?
• Could we act on this information to benefit
the patient?
Goals for MRD
• Residual disease detectable at some time point
– When?
– Which marker?
• MRD detection adds prognostic information to
presentation features
– Should not be something measureable at diagnosis
• A threshold that predicts relapse vs. CCR can be
defined
– What level is actionable?
• There is a therapeutic response that can be taken
– MRD detected  more or different therapy
– Not detected  less therapy needed, less toxicity.
• Serve as a surrogate marker for efficacy?
Barriers to MRD in AML
• Defined marker to follow not always present
– Cytogenetics
– Mutations
– Flow
• Standardized methodology not available
• Standardized threshold not defined
– Continuous variables measured, dichotomized
endpoints desired.
• A therapy that will improve things may not exist.
Co-occurrence is frequent creates added complexity
When multiple events are present which do you follow?
Are effects: Additive, cancel each other out, synergistic?
Methods for MRD detection
• Multiparameter flow
– limit of detection 1:10-4
– More rapid
• RT-PCR
• limit of detection varies by assay, target gene etc.
– Experimentally on cell lines “spiked” 1:10-3 to 10-7
– Practical on patient samples 1:10-4 to 10-5
• Takes longer
• Good markers PML-RARα, NPM1, MLL, CEPBA, WT1 EVI1(Mecom) PRAME
• Normal Marrow will give a positive signal for nearly all mutations at some
level
• Regenerating marrows are not the same as “Normal” marrows
• Literature often incorrectly uses “sensitivity” when they mean the “limit of detection”
or “lowest possible threshold”
Hokland Blood 2011; 117:2577-84
When to monitor for MRD?
• One time
– When?
• Immediately post induction
• at CR1, at 3 month? ….
• Serially
– Starting when?
– How often?
– Repeat in ~ 2 weeks
• Same or Rising  Consider as molecular relapse Act ?
• Down or gone, repeat in 2 weeks
How to respond to (conversion ) MRD?
Hokland Blood 2011; 117:2577-84
Problems with using mutations
• Variation in mutation site, insertion site, length
• Multiclonality at DX or relapse
• Expansion of minor clones
• Mutation status can change between DX and relapse
– Mutational shift e.g. FLT3-ITD
– Loss or gain of mutations
• Instability can affect usefulness of these markers for
MRD
• Use of Next Generation Sequencing to follow clonal
evolution over time. Probably u$eful but expen$ive.
Kinetics of relapse affect frequency of
monitoring and source
SLOWER FASTER
NPM1-mut & FLT3-ITDNPM1-WT & FLT3-ITD
PML-RARα
RUNX1CBFB-MYH11
NPM1
WT1
Peripheral Blood Bone MarrowMonitor with:
• PML/RARα measured by Quantitative RT-PCR is Standard of care
– for all or just high risk?
• After induction
– ATRA & Anthracycline -useless due to residual apoptotic and differentiated cells
– ATO – Any positive is bad
• After consolidation it is clearly bad
– Conversion to positive predicts relapse. False positive is rare
– Rising PCR at rate of 1 log per month predicts relapse.
• Outcome better if treated after conversion instead of waiting for relapse
– ATRA + Chemo era: PETHEMA Leukemia 2007, 21:446-52
– Arsenic Era: Grimwade , JCO 2009, 27:3650-8 & Leuk Res 2011;35:3-7
– Affects quality of Autograft , if MRD positive don’t use (GIMEMA)
– Persistent positive can be salvaged by allograft.
• Sequential monitoring.
– Follow the Eur Against Ca program (Leukemia 2003, 14:2318-57)
– Marrow better than blood. 1.5 Log more sensitive.
– Q 3 month for 36 mo post consolidation
• Economically advantageous $4-11K/QALY
MRD in APL- Take Home
APL Treated with ATO alone
Chendamarai Blood v119:3143 2012
151 patients treated with ATO single agent.
2 step Nested Q-PCR, used BIOMED-1 methods, Quantified by Eur Against Ca protocols
Sensitivity 10-3 after 1st round, 10-4 after 2nd round
Ct = PML-RARα/ABL * 100 Negative if beyond 40
20.5% relapsed, median 15 mo
%+ 100 63% 18% 0%
RR 4.8 NS
Sensitivity 86.7%
Specificity 42.3%
Good
Risk
WBC<5,
PLT >20
High Risk
WBC >5,
or PLT <20
% + after induction 69% 62%
Relapse in Neg 0% 10%
Relapse in Pos 22% 32%
Lead time provided by
detection of conversion
31 relapses
15 > 4 months
10 never pos
6 not done
False Positive conversion
4.6% (8/151)
How much lead time? Did it matter?
– AML N=79, Median age 42.5 (20-67), Standard TX
– Frequent monitoring by RQ-PCR
• median 74 samples PER patient!, range 10-237
• but not set schedule over 6-60 months.
– Fusion Gene: N=24, CR=23, Molecular CR (PCR-) in 11/24
• Molecular relapse N=33 in 17 patients
• 12 Not treated at PCR conversion . 100% relapsed.
– Median lead time was 25.5 days, range 8 to 79 days
• 21 treated at molecular relapse (N=12 patients) Chemo, GO, DLI
– CR= 7 molecular PR=7 No response =8
– 4 “cured” 8  Relapse, Median 119 days
– PB and BM- strongly correlated (R= 0.8)
– Whole BM and CD34+ and CD34- strong correlation (R=.9)
– Pre-emptive therapy salvaged ~33%, delayed relapse 66%.
• Doubek (ExpHem2009;37:659-672)
Fusion N MRD+ Time to
Relapse-days
Outcome
TX at MRD TX at Rel
RUNX1 12 8 26 35 60 77 79 6 Alive 1 D 1 A 1 D
CBFB/MYH11 6 3 19 25 1A 1D 1A
MLL 6 6 8 19 21 24 61 3A 1D 2D
CBFβ AML
• False Positive rare in inversion 16
• qRT-PCR -Standardized Europe Against Cancer assay ratio w.r.t. β2M
• 53 with inversion 16, age 16-60
• 13 samples per patient, blood vs. BM,
– Diagnosis, Induction cycle #1 and #2,
– Consolidation #1,2,3,
– Follow up 3 6 9 12 15 18 24 36 72 mo
• Marrow more sensitive
• Pre TX correlated with % BM blasts, not other clinical features
• Kinetics of decline after induction did not correlate with outcomes
• After consolidation 59% negative, 2Yr RFS 70% in neg vs. 54% positive
– 14 Positive, 10 relapsed- they never achieved negativity (Median 1190)
– 35 negative, 3 relapsed, 2 converted to >10 copies
• Follow Up- 29 Neg at some point, 10 converted, 6 of these relapsed. Lead
times were 3, 5 , 6mo for 3, but 3 others at relapse.
Corbaciaglu JCO 28:3724-3729 2010
During Consolidation
Early Follow-up Early Follow-up
Wilms Tumor 1
• Overexpressed in 90% of AML, mutated ~ 10%
– Phase I- tested 9 RQ-PCR protocols in 11 labs, cut 3
– Phase II tested 6 in 11 labs, selected best 3
– Phase III tested 3 protocols on several standards, picked the best
• Established reference from normals-Often Expressed
– 118 PB, 61 BM , 25 G-CSF stim PB
• Tested
– Diagnosis 238 PB, 382 BM, 15 with WT1 mutation
– After Anthra+ ara-C therapy N=129, 16 repetitively
• Results
– Blood = BM at Dx and MRD
– Mutant = wild type
– High levels in Inv16, FLT3itd, NPM1
Cilloni JCO 2009;27:5195-5201
Magnitude of decline after
induction predictive, >2 log
Level after consolidation also
predictive
NPM1
• Potentially a great target as 30% mutated
• 17 different mutations measured by PCR.
– Type A= 80%, B ,D = 6% each
– Limit of detection 1:10,000 to 1:100,000
• 252 NPM1 mutated AML followed 84 relapsed
– 47 MRD+ 15-221 days (median 62) before relapse
– 15 never MRD- Failure to get 3 log reduction = relapse
– 31 MRD never + before relapse
– All relapses had the same NPM1 mutation
– Sensitivity = 62/93 =66%,
– Specificity? Not stated.
• Many time points prognostic
• Prognostic after Allo SCT
Schnittger Blood 2009;114:2220-31
Multiparameter Flow Cytometry
• Only 50% have suitable molecular markers for PCR
• 80-94% have a flow detectable pattern
– Leukemia Associated ImmunoPhenotype, define at diagnosis
– “Different from Normal” define at diagnosis
• Gives a quantitative result
– When to assess?
– What threshold to use?
• Ranges used from 0.035 to 1%
• 0.1% commonly chosen.
• No predictive benefit using 0.01% (Leung Blood 2012;120:468-472)
– How many cells to analyses?
• Clusters of as few as 20 cells can define MRD
– 200,000 events 1:10:000 = 20 cells
• Recommended to study 1 million as not all blast express the pattern.
• Almost all studies use levels derived retrospectively and lack a validation
cohort.
• See Ossenkoppele Br J Haem 2011;153:421-436 for review of literature
• Must detect the LAIP at the time of DIAGNOSIS to follow later
• May be more than one LAIP
• Must follow all of them to pick out minor clones that expand.
• Different from Normal - Use a panel of ab and look for characteristic pattern.
– Asynchronous expression very useful. E.g CD34+ and CD123+
– Lineage infidelity useful. E.g. CD7 (Lymphoid) expression on AML blasts
– Aberrant expression associated with cytogenetic abnormalities
• AML1-ETO : CD19+, CD11a- CD56+/- cCD79a = poor prognosis
• CBFβ –MYH11: CD2+
• T(15:17) : CD56 in 20%= bad
• NPM1: CD13, CD117 CD110 CD123
• CEBPA: 7+
• S&S best with 6+ color flow, Abs to LSC & multiple lymphoid Ags
• Leukemia Stem Cell frequency
– CD34+ CD38- CD123 CLL-1 CD44 CD47 CD96 & the same aberrant markers.
– Low frequency can be a disadvantage
The Leukemia Associated ImmunoPhenotype
Vs. the “Different from Normal” approach
• Background = expression on normal cells
– limits both sensitivity & specificity,
– Can raise limit of detection to 0.1% to 1%
– Background lower in PB vs. BM
• Not all blasts express the aberrant marker
– Lowers sensitivity
• Immunophenotype shifts- can be as high as 91%
– Most cases have multiple LAIPs reducing the false negative rate.
– But looking for the diagnostic pattern will miss newly emergent
patterns
• Flow subject operator expertise
– Standardized protocols and automated analyses may help
• Schuurheis Expert Rev Hem 2010;3:1-5)
Multiparameter Flow Cytometry
Potential Problems
LSC by FLOW for MRD
• CD34+CD38- &
– Positive for CD123 CD117 CD25
– Negative for HLA-DR
• Frequency at diagnosis predictive of relapse
• Persistence after therapy predictive of relapse
• Rarity make BM better than blood
• Rarity might decrease sensitivity
• Aberrant markers exist
– C-type lectin like (CLL-1), not seen on normal
Is MRD
Prognostic in
AML?
MRD by Flow in Adults AML
• 233 consecutive Adults
– Median age 42+ 18
– Cytogenetics
• Fav n=49 (Includes 43 APL) Int = 35 Unfav =10 Unk=32
• 3 color + FSC, SSC at diagnosis and remission.
– 15K event followed by live gate on larger # of cells
– Looked for SAME phenotype as at diagnosis
 175 aberrant IP
126 CR with 3+7 x 2 + HDAC+ anthra x 2
16 to Auto SCT 12 to Allo
# MRD N 3 yr
relapse
Median
Survival
Low Risk <0.1% 45 14% Not reached
Intermediate Risk >0.1% 64 45% 79 mo
High Risk >1% 17 85% 20 mo
>1%
>0.1%
>0.01%
<0.01%
>1%
>0.1%
>0.01%
San Miguel Blood 2001;98;1746-51
MRD By Flow adds to cytogenetics
• Favorable &
Intermediate
cytogenetics
• But not to
unfavorable or
FLT3-ITD
• FLT3 WT
– MRD+ adds
• FLT3-ITD
– Doesn’t add
Buccisano Blood 2012;119(2);332-341
MRD -
MRD +
MRD -
MRD +
Survival % in Remission
Summary of Studies of Prognostic
Value of MPFC in AML
Ossenkoppele Gr J Haem 2011:153;421-436
Does Detecting
MRD improve
outcomes ?
MRD in Pedi AML- AML02 Study
• Induction 1 with high vs. low dose ara-C + Dauno and etoposide
• MRD#1 on day 22, if >1% positive then immediately to induction 2, otherwise wait
for recovery of counts then to induction 2
• Induction 2 ADE +/- Gemtuzumab-ozogamicin
• MRD#2 by Flow measurement after 2nd indution
– Low  HDAC x 3. Good cyto more often negative
– High  Allo (n =59). Bad cyto more often positive
• 216 AML enrolled 202 evaluable for MRD #1, 193 for MRD#2
• Use of high dose ara-C no effect. Use of GO increased conversion to MRD-
MRD#1 # % Relapse 3yr EFS
Positive (>1) 50 49% 43%
Positive (>0.1) 24 17%
Negative 128 17% 74
MRD#2 # % Relapse 3yr EFS
Positive (>1) 17 65% 36%
Positive (>0.1) 21 49
Negative 155 17% 71%
MRD most powerful in multivariate
CBF, 11q23 and FLT3 stay in the
model
Triage to ALLO didn’t seem to help
the high risk group
Does early intervention in CR1 help ?
• Chemotherapy.
– Delayed but didn’t prevent
– More trials underway
– Pedi- Clofarabine + ara-C for MRD >0.1%
– Adults
» Ceplene + low dose IL2
» Anti CD33-gemtuzumab
» Dendritic cell vaccination
» Azacitidine or Decitabine
• Allo SCT- questionable benefit
– Adults
• Walter JCO 2011; 29:1190-97
– Pedi
• Rubnitz. Lancet Oncology 2010;11:534-552
• WT1 Jacobson Br J Haem 2009:146:2709-16
• Leung Blood 2012; 120:468-72
MRD Post ALLO SCT
• Rise in MRD presages relapse
– Follow a molecular marker if available
– Change in Chimerism:
• Ratio recipient to donor, especially in CD34+ cells
– Verneris Curr Het Malig Rep 2010;5:157-162
• Rapid dynamics of relapse makes MRD use difficult
• Hypomethylating agent can be beneficial
• Platzbecker Leukemia 2012;26:381-89
• Azacitadine75mg/m2/day for 7 days. Median 4 (1-11 ) cycles
• N=20
– 16  50% increasing donor chimerism , 30% stable
– Despite this 13 relapsed Median @ 231 days
– Bolanos-Meade Biol Blood Marrow Transplant 2011;17(5) 754-758
• Azacitadine75mg/m2/day for 7 days.
• N= 10
• Best BM response = CR in 6, 3 progressed, 1 revert to MDS
• 2 CR got DLI, 1 developed cGVHD
• 4 CR lost all host chimerism 2 with MRD
• 1 relapsed
• Median survival = 422 Days
MRD- Meeting the goals?
• Detectable Markers Yes
• Definable thresholds Yes, but variable
• Prognostic Yes
• Action improves Outcome?
– APL Yes
– Molecular relapse after Allo Yes for 30-40%
– All others Not Yet…
MRD- what is needed
• Standardized assays and cutpoints
• Prospective studies to validate
– Multicenter
– Multiple central labs
• Clinical studies demonstration that action
based on MRD improves outcome
• Markers needed for poor prognosis AML
• New Therapies that work

More Related Content

What's hot

Application of FISH in hematologic malignancies
Application of FISH in hematologic malignanciesApplication of FISH in hematologic malignancies
Application of FISH in hematologic malignanciesspa718
 
Mature T/NK cell Neoplasms
Mature T/NK cell NeoplasmsMature T/NK cell Neoplasms
Mature T/NK cell NeoplasmsAhmed Makboul
 
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD); Flowcytometric...
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD);Flowcytometric...Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD);Flowcytometric...
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD); Flowcytometric...Dr Siddartha
 
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYPD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYarchanachintakindi
 
Acute lymphoblastic leukemia approach and treatment
Acute lymphoblastic leukemia approach and treatmentAcute lymphoblastic leukemia approach and treatment
Acute lymphoblastic leukemia approach and treatmentahmed mjali
 
Immunohistochemistry of Prostatic lesions
Immunohistochemistry of Prostatic lesionsImmunohistochemistry of Prostatic lesions
Immunohistochemistry of Prostatic lesionsAshish Jawarkar
 
immunotherapy and PDL1 IHC
immunotherapy and PDL1 IHCimmunotherapy and PDL1 IHC
immunotherapy and PDL1 IHCkanwalpreet15
 
Use of flow cytometry in non neoplastic hematologic conditions
Use  of flow cytometry in non neoplastic hematologic conditionsUse  of flow cytometry in non neoplastic hematologic conditions
Use of flow cytometry in non neoplastic hematologic conditionsMuneerah Saeed
 
Genetic origins of human cancer - recent advances
Genetic origins of human cancer  - recent advancesGenetic origins of human cancer  - recent advances
Genetic origins of human cancer - recent advancesAnshulekha Patel
 
Molecular profiling of breast cancer
Molecular profiling of breast cancerMolecular profiling of breast cancer
Molecular profiling of breast cancerdhanya89
 
Chronic lymphoproliferative disorders
Chronic lymphoproliferative disordersChronic lymphoproliferative disorders
Chronic lymphoproliferative disordersVeena Raja
 
Thrombin activable fibrinolysis inhibitor (tafi) role
Thrombin activable fibrinolysis inhibitor (tafi) roleThrombin activable fibrinolysis inhibitor (tafi) role
Thrombin activable fibrinolysis inhibitor (tafi) rolegargitignath12
 
Cytogenetic analysis in Hematological Malignancies
Cytogenetic analysis in Hematological MalignanciesCytogenetic analysis in Hematological Malignancies
Cytogenetic analysis in Hematological Malignanciesspa718
 
Tumor And Microenvironment
Tumor And MicroenvironmentTumor And Microenvironment
Tumor And Microenvironmentabhitux
 
Liquid biopsy
Liquid biopsyLiquid biopsy
Liquid biopsyDr kusuma
 
Myeloprolmiferative Neoplasms (2021)
Myeloprolmiferative Neoplasms (2021)Myeloprolmiferative Neoplasms (2021)
Myeloprolmiferative Neoplasms (2021)Ahmed Makboul
 
Bone marrow failure syndromes.ppt
Bone marrow failure syndromes.pptBone marrow failure syndromes.ppt
Bone marrow failure syndromes.pptAbdulKaderSouid
 
Hematopoetic stem cell transplantation by Dr.Kumarbhargav Kaptan
Hematopoetic stem cell transplantation by Dr.Kumarbhargav KaptanHematopoetic stem cell transplantation by Dr.Kumarbhargav Kaptan
Hematopoetic stem cell transplantation by Dr.Kumarbhargav KaptanBhargav Kaptan
 
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptx
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptxNEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptx
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptxAnjalyNarendran
 

What's hot (20)

Application of FISH in hematologic malignancies
Application of FISH in hematologic malignanciesApplication of FISH in hematologic malignancies
Application of FISH in hematologic malignancies
 
Mature T/NK cell Neoplasms
Mature T/NK cell NeoplasmsMature T/NK cell Neoplasms
Mature T/NK cell Neoplasms
 
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD); Flowcytometric...
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD);Flowcytometric...Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD);Flowcytometric...
Lab Diagnosis of Chronic lymphoproliferative disorders (CLPD); Flowcytometric...
 
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPYPD-L1 ROLE IN CANCER IMMUNOTHERAPY
PD-L1 ROLE IN CANCER IMMUNOTHERAPY
 
Acute lymphoblastic leukemia approach and treatment
Acute lymphoblastic leukemia approach and treatmentAcute lymphoblastic leukemia approach and treatment
Acute lymphoblastic leukemia approach and treatment
 
Liquid biopsy
Liquid biopsyLiquid biopsy
Liquid biopsy
 
Immunohistochemistry of Prostatic lesions
Immunohistochemistry of Prostatic lesionsImmunohistochemistry of Prostatic lesions
Immunohistochemistry of Prostatic lesions
 
immunotherapy and PDL1 IHC
immunotherapy and PDL1 IHCimmunotherapy and PDL1 IHC
immunotherapy and PDL1 IHC
 
Use of flow cytometry in non neoplastic hematologic conditions
Use  of flow cytometry in non neoplastic hematologic conditionsUse  of flow cytometry in non neoplastic hematologic conditions
Use of flow cytometry in non neoplastic hematologic conditions
 
Genetic origins of human cancer - recent advances
Genetic origins of human cancer  - recent advancesGenetic origins of human cancer  - recent advances
Genetic origins of human cancer - recent advances
 
Molecular profiling of breast cancer
Molecular profiling of breast cancerMolecular profiling of breast cancer
Molecular profiling of breast cancer
 
Chronic lymphoproliferative disorders
Chronic lymphoproliferative disordersChronic lymphoproliferative disorders
Chronic lymphoproliferative disorders
 
Thrombin activable fibrinolysis inhibitor (tafi) role
Thrombin activable fibrinolysis inhibitor (tafi) roleThrombin activable fibrinolysis inhibitor (tafi) role
Thrombin activable fibrinolysis inhibitor (tafi) role
 
Cytogenetic analysis in Hematological Malignancies
Cytogenetic analysis in Hematological MalignanciesCytogenetic analysis in Hematological Malignancies
Cytogenetic analysis in Hematological Malignancies
 
Tumor And Microenvironment
Tumor And MicroenvironmentTumor And Microenvironment
Tumor And Microenvironment
 
Liquid biopsy
Liquid biopsyLiquid biopsy
Liquid biopsy
 
Myeloprolmiferative Neoplasms (2021)
Myeloprolmiferative Neoplasms (2021)Myeloprolmiferative Neoplasms (2021)
Myeloprolmiferative Neoplasms (2021)
 
Bone marrow failure syndromes.ppt
Bone marrow failure syndromes.pptBone marrow failure syndromes.ppt
Bone marrow failure syndromes.ppt
 
Hematopoetic stem cell transplantation by Dr.Kumarbhargav Kaptan
Hematopoetic stem cell transplantation by Dr.Kumarbhargav KaptanHematopoetic stem cell transplantation by Dr.Kumarbhargav Kaptan
Hematopoetic stem cell transplantation by Dr.Kumarbhargav Kaptan
 
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptx
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptxNEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptx
NEW UPDATES IN KIDNEY TUMOR PATHOLOGY: WHO 5th EDITION.pptx
 

Viewers also liked

Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemia
Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemiaDr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemia
Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemiaHitham Esam
 
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...Ankit Raiyani
 
Ideal induction regimen for AML in adolescents and young adults 
Ideal induction regimen for AML in adolescents and young adults Ideal induction regimen for AML in adolescents and young adults 
Ideal induction regimen for AML in adolescents and young adults spa718
 
UPFRONT TRANSPLANT IN ALL-HL
UPFRONT TRANSPLANT IN  ALL-HLUPFRONT TRANSPLANT IN  ALL-HL
UPFRONT TRANSPLANT IN ALL-HLspa718
 
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs Lab
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs LabPart 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs Lab
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs LabDr. Dangs Lab
 
acute lymphocytic leukemia
acute lymphocytic leukemiaacute lymphocytic leukemia
acute lymphocytic leukemiaspa718
 
Elderly Acute Myeloid Leukemia
Elderly Acute Myeloid LeukemiaElderly Acute Myeloid Leukemia
Elderly Acute Myeloid Leukemiaspa718
 
Treatment of Acute Myeloid Leukemia & Supportive Care
Treatment of Acute Myeloid Leukemia & Supportive CareTreatment of Acute Myeloid Leukemia & Supportive Care
Treatment of Acute Myeloid Leukemia & Supportive CareJoseph Helms
 
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMS
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMSDIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMS
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMSNatalia Curto García
 
Myeloproliferative neoplasms for students
Myeloproliferative neoplasms for studentsMyeloproliferative neoplasms for students
Myeloproliferative neoplasms for studentsMonkez M Yousif
 
Dr_Döhner aml st. petersburg_04.03.2016
Dr_Döhner aml st. petersburg_04.03.2016Dr_Döhner aml st. petersburg_04.03.2016
Dr_Döhner aml st. petersburg_04.03.2016EAFO2014
 
Recent updates in classification of mds and myeloid neoplasm
Recent updates in classification of mds and myeloid neoplasmRecent updates in classification of mds and myeloid neoplasm
Recent updates in classification of mds and myeloid neoplasmDrChirag Parmar
 
LAMP (Loop Mediated Isothermal Amplification)
LAMP (Loop Mediated Isothermal Amplification)LAMP (Loop Mediated Isothermal Amplification)
LAMP (Loop Mediated Isothermal Amplification)Varij Nayan
 
Genetic Markers in AML
Genetic Markers in AMLGenetic Markers in AML
Genetic Markers in AMLFerdie Fatiga
 
Different techniques used in cytogenetics
Different techniques used in cytogeneticsDifferent techniques used in cytogenetics
Different techniques used in cytogeneticsAmit Jana
 
Lamp technology seminar final
Lamp technology seminar finalLamp technology seminar final
Lamp technology seminar finalAkmal Hussain
 

Viewers also liked (20)

Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemia
Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemiaDr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemia
Dr. adhra al mawali - immunophenotyping and mrd of acute myeloid leukemia
 
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...
WHO Classification of Tumours of Haematopoietic and Lymphoid Tissues : 2016 U...
 
Ideal induction regimen for AML in adolescents and young adults 
Ideal induction regimen for AML in adolescents and young adults Ideal induction regimen for AML in adolescents and young adults 
Ideal induction regimen for AML in adolescents and young adults 
 
UPFRONT TRANSPLANT IN ALL-HL
UPFRONT TRANSPLANT IN  ALL-HLUPFRONT TRANSPLANT IN  ALL-HL
UPFRONT TRANSPLANT IN ALL-HL
 
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs Lab
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs LabPart 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs Lab
Part 1 of Panel Discussion on Minimal Residual Disease | Dr. Dangs Lab
 
acute lymphocytic leukemia
acute lymphocytic leukemiaacute lymphocytic leukemia
acute lymphocytic leukemia
 
LAMP- Daignostic assay
LAMP- Daignostic assayLAMP- Daignostic assay
LAMP- Daignostic assay
 
Elderly Acute Myeloid Leukemia
Elderly Acute Myeloid LeukemiaElderly Acute Myeloid Leukemia
Elderly Acute Myeloid Leukemia
 
Treatment of Acute Myeloid Leukemia & Supportive Care
Treatment of Acute Myeloid Leukemia & Supportive CareTreatment of Acute Myeloid Leukemia & Supportive Care
Treatment of Acute Myeloid Leukemia & Supportive Care
 
LAMP PCR
LAMP PCRLAMP PCR
LAMP PCR
 
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMS
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMSDIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMS
DIAGNOSIS AND MANAGEMENT OF MYELOPROLIFERATIVE NEOPLASMS
 
Myeloproliferative neoplasms for students
Myeloproliferative neoplasms for studentsMyeloproliferative neoplasms for students
Myeloproliferative neoplasms for students
 
NEOPLASM
NEOPLASMNEOPLASM
NEOPLASM
 
Dr_Döhner aml st. petersburg_04.03.2016
Dr_Döhner aml st. petersburg_04.03.2016Dr_Döhner aml st. petersburg_04.03.2016
Dr_Döhner aml st. petersburg_04.03.2016
 
Recent updates in classification of mds and myeloid neoplasm
Recent updates in classification of mds and myeloid neoplasmRecent updates in classification of mds and myeloid neoplasm
Recent updates in classification of mds and myeloid neoplasm
 
LAMP (Loop Mediated Isothermal Amplification)
LAMP (Loop Mediated Isothermal Amplification)LAMP (Loop Mediated Isothermal Amplification)
LAMP (Loop Mediated Isothermal Amplification)
 
Genetic Markers in AML
Genetic Markers in AMLGenetic Markers in AML
Genetic Markers in AML
 
Different techniques used in cytogenetics
Different techniques used in cytogeneticsDifferent techniques used in cytogenetics
Different techniques used in cytogenetics
 
Pcv
PcvPcv
Pcv
 
Lamp technology seminar final
Lamp technology seminar finalLamp technology seminar final
Lamp technology seminar final
 

Similar to Minimal residual disease in AML

TREATMENT_OF_MYELOID_LEUKEMIA Final.pptx
TREATMENT_OF_MYELOID_LEUKEMIA Final.pptxTREATMENT_OF_MYELOID_LEUKEMIA Final.pptx
TREATMENT_OF_MYELOID_LEUKEMIA Final.pptxPavan Sagar
 
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...i3 Health
 
ACUTE MYELOID LEUKEMIA
ACUTE MYELOID LEUKEMIAACUTE MYELOID LEUKEMIA
ACUTE MYELOID LEUKEMIAflasco_org
 
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...i3 Health
 
Chronic myeloid leukaemia
Chronic myeloid leukaemiaChronic myeloid leukaemia
Chronic myeloid leukaemiajackson711
 
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...Marwa Khalifa
 
When to stop TKI in Chronic Myelogenous Leukemia?
When to stop TKI in Chronic Myelogenous Leukemia?When to stop TKI in Chronic Myelogenous Leukemia?
When to stop TKI in Chronic Myelogenous Leukemia?spa718
 
V_Hematology_Forum_Dr_Moskowitz
V_Hematology_Forum_Dr_MoskowitzV_Hematology_Forum_Dr_Moskowitz
V_Hematology_Forum_Dr_MoskowitzEAFO1
 
Minimal Residual Disease in leukaemia andhematological malignancies
Minimal Residual Disease in leukaemia andhematological malignanciesMinimal Residual Disease in leukaemia andhematological malignancies
Minimal Residual Disease in leukaemia andhematological malignanciessadiya97
 
Recent advances in paediatric oncology
Recent advances in paediatric oncologyRecent advances in paediatric oncology
Recent advances in paediatric oncologymadurai
 
Mrd in cll ver 2.0
Mrd in cll ver 2.0Mrd in cll ver 2.0
Mrd in cll ver 2.0Vivek Verma
 
Cellular therapies in Acute Lymphocytic Leukemia
Cellular therapies in Acute Lymphocytic LeukemiaCellular therapies in Acute Lymphocytic Leukemia
Cellular therapies in Acute Lymphocytic Leukemiaspa718
 
IMATINIB RESISTANT CML
IMATINIB RESISTANT CMLIMATINIB RESISTANT CML
IMATINIB RESISTANT CMLspa718
 
MULTIIPLE MYELOMA.pptx
MULTIIPLE MYELOMA.pptxMULTIIPLE MYELOMA.pptx
MULTIIPLE MYELOMA.pptxBIMALESHYADAV2
 
Childhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxChildhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxNanditaHalder3
 
Childhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxChildhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxNanditaHalder3
 

Similar to Minimal residual disease in AML (20)

TREATMENT_OF_MYELOID_LEUKEMIA Final.pptx
TREATMENT_OF_MYELOID_LEUKEMIA Final.pptxTREATMENT_OF_MYELOID_LEUKEMIA Final.pptx
TREATMENT_OF_MYELOID_LEUKEMIA Final.pptx
 
AML.pptx
AML.pptxAML.pptx
AML.pptx
 
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...
Enhancing MRD Testing in Hematologic Malignancies: When Negativity is a Posit...
 
ACUTE MYELOID LEUKEMIA
ACUTE MYELOID LEUKEMIAACUTE MYELOID LEUKEMIA
ACUTE MYELOID LEUKEMIA
 
9th non hodgkin's
9th non hodgkin's9th non hodgkin's
9th non hodgkin's
 
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...
Expert Guidance on Current Standards and New Directions in Newly Diagnosed Mu...
 
Chronic myeloid leukaemia
Chronic myeloid leukaemiaChronic myeloid leukaemia
Chronic myeloid leukaemia
 
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...
Prognostic significance of microRNA 17–92 cluster expression in Egyptian chro...
 
Acute leukemia.ppt
Acute leukemia.pptAcute leukemia.ppt
Acute leukemia.ppt
 
When to stop TKI in Chronic Myelogenous Leukemia?
When to stop TKI in Chronic Myelogenous Leukemia?When to stop TKI in Chronic Myelogenous Leukemia?
When to stop TKI in Chronic Myelogenous Leukemia?
 
V_Hematology_Forum_Dr_Moskowitz
V_Hematology_Forum_Dr_MoskowitzV_Hematology_Forum_Dr_Moskowitz
V_Hematology_Forum_Dr_Moskowitz
 
Minimal Residual Disease in leukaemia andhematological malignancies
Minimal Residual Disease in leukaemia andhematological malignanciesMinimal Residual Disease in leukaemia andhematological malignancies
Minimal Residual Disease in leukaemia andhematological malignancies
 
Recent advances in paediatric oncology
Recent advances in paediatric oncologyRecent advances in paediatric oncology
Recent advances in paediatric oncology
 
Making Therapeutic Choices for Diverse AML Populations: Exploring New Science...
Making Therapeutic Choices for Diverse AML Populations: Exploring New Science...Making Therapeutic Choices for Diverse AML Populations: Exploring New Science...
Making Therapeutic Choices for Diverse AML Populations: Exploring New Science...
 
Mrd in cll ver 2.0
Mrd in cll ver 2.0Mrd in cll ver 2.0
Mrd in cll ver 2.0
 
Cellular therapies in Acute Lymphocytic Leukemia
Cellular therapies in Acute Lymphocytic LeukemiaCellular therapies in Acute Lymphocytic Leukemia
Cellular therapies in Acute Lymphocytic Leukemia
 
IMATINIB RESISTANT CML
IMATINIB RESISTANT CMLIMATINIB RESISTANT CML
IMATINIB RESISTANT CML
 
MULTIIPLE MYELOMA.pptx
MULTIIPLE MYELOMA.pptxMULTIIPLE MYELOMA.pptx
MULTIIPLE MYELOMA.pptx
 
Childhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxChildhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptx
 
Childhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptxChildhood Acute Leukemia.pptx
Childhood Acute Leukemia.pptx
 

More from spa718

1600 1620 siwanon jirawatnotai
1600 1620 siwanon jirawatnotai1600 1620 siwanon jirawatnotai
1600 1620 siwanon jirawatnotaispa718
 
Controversies in hepato-biliary surgery
Controversies in hepato-biliary surgery Controversies in hepato-biliary surgery
Controversies in hepato-biliary surgery spa718
 
Controversies in Colorectal Cancer
Controversies in Colorectal CancerControversies in Colorectal Cancer
Controversies in Colorectal Cancerspa718
 
Pancreatic Cancer
Pancreatic CancerPancreatic Cancer
Pancreatic Cancerspa718
 
Chemoradiation vs Surgery for rectal cancer
Chemoradiation vs Surgery for rectal cancerChemoradiation vs Surgery for rectal cancer
Chemoradiation vs Surgery for rectal cancerspa718
 
Cholangiocarcinoma
CholangiocarcinomaCholangiocarcinoma
Cholangiocarcinomaspa718
 
Immunotherapy for Colorectal Cancer
Immunotherapy for Colorectal CancerImmunotherapy for Colorectal Cancer
Immunotherapy for Colorectal Cancerspa718
 
Surgical Approach to Non Small Cell Lung Cancer
Surgical Approach to Non Small Cell Lung CancerSurgical Approach to Non Small Cell Lung Cancer
Surgical Approach to Non Small Cell Lung Cancerspa718
 
Role of Radiation Therapy for Lung Cancer
Role of Radiation Therapy for Lung CancerRole of Radiation Therapy for Lung Cancer
Role of Radiation Therapy for Lung Cancerspa718
 
Update on Management of Triple Negative Breast Cancer
Update on Management of Triple Negative Breast CancerUpdate on Management of Triple Negative Breast Cancer
Update on Management of Triple Negative Breast Cancerspa718
 
Technical Advances in radiotherapy for Lung (and liver) Cancer
Technical Advances in radiotherapy for Lung (and liver) CancerTechnical Advances in radiotherapy for Lung (and liver) Cancer
Technical Advances in radiotherapy for Lung (and liver) Cancerspa718
 
Controversies in Surgical Approach to Breast Cancer
Controversies in Surgical Approach to Breast CancerControversies in Surgical Approach to Breast Cancer
Controversies in Surgical Approach to Breast Cancerspa718
 
ImmunoOncology in Lung Cancer
ImmunoOncology in Lung CancerImmunoOncology in Lung Cancer
ImmunoOncology in Lung Cancerspa718
 
Breast Cancer Highlights: ASCO 2015
Breast Cancer Highlights: ASCO 2015Breast Cancer Highlights: ASCO 2015
Breast Cancer Highlights: ASCO 2015spa718
 
Updates in Radiotherapy for Breast Cancer
Updates in Radiotherapy for Breast CancerUpdates in Radiotherapy for Breast Cancer
Updates in Radiotherapy for Breast Cancerspa718
 
Regulatory T Cells and GVHD
Regulatory T Cells and GVHDRegulatory T Cells and GVHD
Regulatory T Cells and GVHDspa718
 
Immunotherapy for Multiple Myeloma
Immunotherapy for Multiple MyelomaImmunotherapy for Multiple Myeloma
Immunotherapy for Multiple Myelomaspa718
 
NHL immunotherapy
NHL immunotherapyNHL immunotherapy
NHL immunotherapyspa718
 
AML and Cell Therapy
AML and Cell TherapyAML and Cell Therapy
AML and Cell Therapyspa718
 
Acute Lymphoblastic Lymphoma: Treatment Update
Acute Lymphoblastic Lymphoma: Treatment UpdateAcute Lymphoblastic Lymphoma: Treatment Update
Acute Lymphoblastic Lymphoma: Treatment Updatespa718
 

More from spa718 (20)

1600 1620 siwanon jirawatnotai
1600 1620 siwanon jirawatnotai1600 1620 siwanon jirawatnotai
1600 1620 siwanon jirawatnotai
 
Controversies in hepato-biliary surgery
Controversies in hepato-biliary surgery Controversies in hepato-biliary surgery
Controversies in hepato-biliary surgery
 
Controversies in Colorectal Cancer
Controversies in Colorectal CancerControversies in Colorectal Cancer
Controversies in Colorectal Cancer
 
Pancreatic Cancer
Pancreatic CancerPancreatic Cancer
Pancreatic Cancer
 
Chemoradiation vs Surgery for rectal cancer
Chemoradiation vs Surgery for rectal cancerChemoradiation vs Surgery for rectal cancer
Chemoradiation vs Surgery for rectal cancer
 
Cholangiocarcinoma
CholangiocarcinomaCholangiocarcinoma
Cholangiocarcinoma
 
Immunotherapy for Colorectal Cancer
Immunotherapy for Colorectal CancerImmunotherapy for Colorectal Cancer
Immunotherapy for Colorectal Cancer
 
Surgical Approach to Non Small Cell Lung Cancer
Surgical Approach to Non Small Cell Lung CancerSurgical Approach to Non Small Cell Lung Cancer
Surgical Approach to Non Small Cell Lung Cancer
 
Role of Radiation Therapy for Lung Cancer
Role of Radiation Therapy for Lung CancerRole of Radiation Therapy for Lung Cancer
Role of Radiation Therapy for Lung Cancer
 
Update on Management of Triple Negative Breast Cancer
Update on Management of Triple Negative Breast CancerUpdate on Management of Triple Negative Breast Cancer
Update on Management of Triple Negative Breast Cancer
 
Technical Advances in radiotherapy for Lung (and liver) Cancer
Technical Advances in radiotherapy for Lung (and liver) CancerTechnical Advances in radiotherapy for Lung (and liver) Cancer
Technical Advances in radiotherapy for Lung (and liver) Cancer
 
Controversies in Surgical Approach to Breast Cancer
Controversies in Surgical Approach to Breast CancerControversies in Surgical Approach to Breast Cancer
Controversies in Surgical Approach to Breast Cancer
 
ImmunoOncology in Lung Cancer
ImmunoOncology in Lung CancerImmunoOncology in Lung Cancer
ImmunoOncology in Lung Cancer
 
Breast Cancer Highlights: ASCO 2015
Breast Cancer Highlights: ASCO 2015Breast Cancer Highlights: ASCO 2015
Breast Cancer Highlights: ASCO 2015
 
Updates in Radiotherapy for Breast Cancer
Updates in Radiotherapy for Breast CancerUpdates in Radiotherapy for Breast Cancer
Updates in Radiotherapy for Breast Cancer
 
Regulatory T Cells and GVHD
Regulatory T Cells and GVHDRegulatory T Cells and GVHD
Regulatory T Cells and GVHD
 
Immunotherapy for Multiple Myeloma
Immunotherapy for Multiple MyelomaImmunotherapy for Multiple Myeloma
Immunotherapy for Multiple Myeloma
 
NHL immunotherapy
NHL immunotherapyNHL immunotherapy
NHL immunotherapy
 
AML and Cell Therapy
AML and Cell TherapyAML and Cell Therapy
AML and Cell Therapy
 
Acute Lymphoblastic Lymphoma: Treatment Update
Acute Lymphoblastic Lymphoma: Treatment UpdateAcute Lymphoblastic Lymphoma: Treatment Update
Acute Lymphoblastic Lymphoma: Treatment Update
 

Recently uploaded

Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableGENUINE ESCORT AGENCY
 
Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Vipesco
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...khalifaescort01
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...parulsinha
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Ishani Gupta
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...karishmasinghjnh
 
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...chetankumar9855
 
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In AhmedabadGENUINE ESCORT AGENCY
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...parulsinha
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...tanya dube
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...khalifaescort01
 
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...GENUINE ESCORT AGENCY
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Anamika Rawat
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Sheetaleventcompany
 
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableDipal Arora
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋TANUJA PANDEY
 
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...chennailover
 
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Sheetaleventcompany
 

Recently uploaded (20)

Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service AvailableCall Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
Call Girls Ahmedabad Just Call 9630942363 Top Class Call Girl Service Available
 
Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510Kollam call girls Mallu aunty service 7877702510
Kollam call girls Mallu aunty service 7877702510
 
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
💕SONAM KUMAR💕Premium Call Girls Jaipur ↘️9257276172 ↙️One Night Stand With Lo...
 
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...Russian Call Girls Service  Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
Russian Call Girls Service Jaipur {8445551418} ❤️PALLAVI VIP Jaipur Call Gir...
 
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
Mumbai ] (Call Girls) in Mumbai 10k @ I'm VIP Independent Escorts Girls 98333...
 
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
Independent Call Girls Service Mohali Sector 116 | 6367187148 | Call Girl Ser...
 
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Coimbatore Just Call 8250077686 Top Class Call Girl Service Available
 
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
Call Girl In Pune 👉 Just CALL ME: 9352988975 💋 Call Out Call Both With High p...
 
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
8980367676 Call Girls In Ahmedabad Escort Service Available 24×7 In Ahmedabad
 
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
(Low Rate RASHMI ) Rate Of Call Girls Jaipur ❣ 8445551418 ❣ Elite Models & Ce...
 
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
Premium Bangalore Call Girls Jigani Dail 6378878445 Escort Service For Hot Ma...
 
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
Call Girls Service Jaipur {9521753030 } ❤️VVIP BHAWNA Call Girl in Jaipur Raj...
 
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
Models Call Girls In Hyderabad 9630942363 Hyderabad Call Girl & Hyderabad Esc...
 
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
Jogeshwari ! Call Girls Service Mumbai - 450+ Call Girl Cash Payment 90042684...
 
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
Call Girls Service Jaipur {9521753030} ❤️VVIP RIDDHI Call Girl in Jaipur Raja...
 
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service AvailableCall Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
Call Girls Amritsar Just Call 8250077686 Top Class Call Girl Service Available
 
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
VIP Hyderabad Call Girls Bahadurpally 7877925207 ₹5000 To 25K With AC Room 💚😋
 
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
Coimbatore Call Girls in Thudiyalur : 7427069034 High Profile Model Escorts |...
 
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7Call Girls in Gagan Vihar (delhi) call me [🔝  9953056974 🔝] escort service 24X7
Call Girls in Gagan Vihar (delhi) call me [🔝 9953056974 🔝] escort service 24X7
 
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
Dehradun Call Girls Service {8854095900} ❤️VVIP ROCKY Call Girl in Dehradun U...
 

Minimal residual disease in AML

  • 1. Minimal Residual Disease in AML Steven M. Kornblau, M.D. Department of Leukemia Department of Stem Cell Transplantation and Cellular Therapy
  • 2. The MRD Concept • Most patients achieve remission • Most relapse – Cure rate 20-25% overall therefore 2/3rd relapse • What if we could predict who will eventually relapse ? • Could we act on this information to benefit the patient?
  • 3. Goals for MRD • Residual disease detectable at some time point – When? – Which marker? • MRD detection adds prognostic information to presentation features – Should not be something measureable at diagnosis • A threshold that predicts relapse vs. CCR can be defined – What level is actionable? • There is a therapeutic response that can be taken – MRD detected  more or different therapy – Not detected  less therapy needed, less toxicity. • Serve as a surrogate marker for efficacy?
  • 4. Barriers to MRD in AML • Defined marker to follow not always present – Cytogenetics – Mutations – Flow • Standardized methodology not available • Standardized threshold not defined – Continuous variables measured, dichotomized endpoints desired. • A therapy that will improve things may not exist. Co-occurrence is frequent creates added complexity When multiple events are present which do you follow? Are effects: Additive, cancel each other out, synergistic?
  • 5. Methods for MRD detection • Multiparameter flow – limit of detection 1:10-4 – More rapid • RT-PCR • limit of detection varies by assay, target gene etc. – Experimentally on cell lines “spiked” 1:10-3 to 10-7 – Practical on patient samples 1:10-4 to 10-5 • Takes longer • Good markers PML-RARα, NPM1, MLL, CEPBA, WT1 EVI1(Mecom) PRAME • Normal Marrow will give a positive signal for nearly all mutations at some level • Regenerating marrows are not the same as “Normal” marrows • Literature often incorrectly uses “sensitivity” when they mean the “limit of detection” or “lowest possible threshold” Hokland Blood 2011; 117:2577-84
  • 6. When to monitor for MRD? • One time – When? • Immediately post induction • at CR1, at 3 month? …. • Serially – Starting when? – How often? – Repeat in ~ 2 weeks • Same or Rising  Consider as molecular relapse Act ? • Down or gone, repeat in 2 weeks How to respond to (conversion ) MRD? Hokland Blood 2011; 117:2577-84
  • 7.
  • 8. Problems with using mutations • Variation in mutation site, insertion site, length • Multiclonality at DX or relapse • Expansion of minor clones • Mutation status can change between DX and relapse – Mutational shift e.g. FLT3-ITD – Loss or gain of mutations • Instability can affect usefulness of these markers for MRD • Use of Next Generation Sequencing to follow clonal evolution over time. Probably u$eful but expen$ive.
  • 9. Kinetics of relapse affect frequency of monitoring and source SLOWER FASTER NPM1-mut & FLT3-ITDNPM1-WT & FLT3-ITD PML-RARα RUNX1CBFB-MYH11 NPM1 WT1 Peripheral Blood Bone MarrowMonitor with:
  • 10. • PML/RARα measured by Quantitative RT-PCR is Standard of care – for all or just high risk? • After induction – ATRA & Anthracycline -useless due to residual apoptotic and differentiated cells – ATO – Any positive is bad • After consolidation it is clearly bad – Conversion to positive predicts relapse. False positive is rare – Rising PCR at rate of 1 log per month predicts relapse. • Outcome better if treated after conversion instead of waiting for relapse – ATRA + Chemo era: PETHEMA Leukemia 2007, 21:446-52 – Arsenic Era: Grimwade , JCO 2009, 27:3650-8 & Leuk Res 2011;35:3-7 – Affects quality of Autograft , if MRD positive don’t use (GIMEMA) – Persistent positive can be salvaged by allograft. • Sequential monitoring. – Follow the Eur Against Ca program (Leukemia 2003, 14:2318-57) – Marrow better than blood. 1.5 Log more sensitive. – Q 3 month for 36 mo post consolidation • Economically advantageous $4-11K/QALY MRD in APL- Take Home
  • 11. APL Treated with ATO alone Chendamarai Blood v119:3143 2012 151 patients treated with ATO single agent. 2 step Nested Q-PCR, used BIOMED-1 methods, Quantified by Eur Against Ca protocols Sensitivity 10-3 after 1st round, 10-4 after 2nd round Ct = PML-RARα/ABL * 100 Negative if beyond 40 20.5% relapsed, median 15 mo %+ 100 63% 18% 0% RR 4.8 NS Sensitivity 86.7% Specificity 42.3% Good Risk WBC<5, PLT >20 High Risk WBC >5, or PLT <20 % + after induction 69% 62% Relapse in Neg 0% 10% Relapse in Pos 22% 32% Lead time provided by detection of conversion 31 relapses 15 > 4 months 10 never pos 6 not done False Positive conversion 4.6% (8/151)
  • 12. How much lead time? Did it matter? – AML N=79, Median age 42.5 (20-67), Standard TX – Frequent monitoring by RQ-PCR • median 74 samples PER patient!, range 10-237 • but not set schedule over 6-60 months. – Fusion Gene: N=24, CR=23, Molecular CR (PCR-) in 11/24 • Molecular relapse N=33 in 17 patients • 12 Not treated at PCR conversion . 100% relapsed. – Median lead time was 25.5 days, range 8 to 79 days • 21 treated at molecular relapse (N=12 patients) Chemo, GO, DLI – CR= 7 molecular PR=7 No response =8 – 4 “cured” 8  Relapse, Median 119 days – PB and BM- strongly correlated (R= 0.8) – Whole BM and CD34+ and CD34- strong correlation (R=.9) – Pre-emptive therapy salvaged ~33%, delayed relapse 66%. • Doubek (ExpHem2009;37:659-672) Fusion N MRD+ Time to Relapse-days Outcome TX at MRD TX at Rel RUNX1 12 8 26 35 60 77 79 6 Alive 1 D 1 A 1 D CBFB/MYH11 6 3 19 25 1A 1D 1A MLL 6 6 8 19 21 24 61 3A 1D 2D
  • 13. CBFβ AML • False Positive rare in inversion 16 • qRT-PCR -Standardized Europe Against Cancer assay ratio w.r.t. β2M • 53 with inversion 16, age 16-60 • 13 samples per patient, blood vs. BM, – Diagnosis, Induction cycle #1 and #2, – Consolidation #1,2,3, – Follow up 3 6 9 12 15 18 24 36 72 mo • Marrow more sensitive • Pre TX correlated with % BM blasts, not other clinical features • Kinetics of decline after induction did not correlate with outcomes • After consolidation 59% negative, 2Yr RFS 70% in neg vs. 54% positive – 14 Positive, 10 relapsed- they never achieved negativity (Median 1190) – 35 negative, 3 relapsed, 2 converted to >10 copies • Follow Up- 29 Neg at some point, 10 converted, 6 of these relapsed. Lead times were 3, 5 , 6mo for 3, but 3 others at relapse. Corbaciaglu JCO 28:3724-3729 2010 During Consolidation Early Follow-up Early Follow-up
  • 14. Wilms Tumor 1 • Overexpressed in 90% of AML, mutated ~ 10% – Phase I- tested 9 RQ-PCR protocols in 11 labs, cut 3 – Phase II tested 6 in 11 labs, selected best 3 – Phase III tested 3 protocols on several standards, picked the best • Established reference from normals-Often Expressed – 118 PB, 61 BM , 25 G-CSF stim PB • Tested – Diagnosis 238 PB, 382 BM, 15 with WT1 mutation – After Anthra+ ara-C therapy N=129, 16 repetitively • Results – Blood = BM at Dx and MRD – Mutant = wild type – High levels in Inv16, FLT3itd, NPM1 Cilloni JCO 2009;27:5195-5201 Magnitude of decline after induction predictive, >2 log Level after consolidation also predictive
  • 15. NPM1 • Potentially a great target as 30% mutated • 17 different mutations measured by PCR. – Type A= 80%, B ,D = 6% each – Limit of detection 1:10,000 to 1:100,000 • 252 NPM1 mutated AML followed 84 relapsed – 47 MRD+ 15-221 days (median 62) before relapse – 15 never MRD- Failure to get 3 log reduction = relapse – 31 MRD never + before relapse – All relapses had the same NPM1 mutation – Sensitivity = 62/93 =66%, – Specificity? Not stated. • Many time points prognostic • Prognostic after Allo SCT Schnittger Blood 2009;114:2220-31
  • 16.
  • 17. Multiparameter Flow Cytometry • Only 50% have suitable molecular markers for PCR • 80-94% have a flow detectable pattern – Leukemia Associated ImmunoPhenotype, define at diagnosis – “Different from Normal” define at diagnosis • Gives a quantitative result – When to assess? – What threshold to use? • Ranges used from 0.035 to 1% • 0.1% commonly chosen. • No predictive benefit using 0.01% (Leung Blood 2012;120:468-472) – How many cells to analyses? • Clusters of as few as 20 cells can define MRD – 200,000 events 1:10:000 = 20 cells • Recommended to study 1 million as not all blast express the pattern. • Almost all studies use levels derived retrospectively and lack a validation cohort. • See Ossenkoppele Br J Haem 2011;153:421-436 for review of literature
  • 18. • Must detect the LAIP at the time of DIAGNOSIS to follow later • May be more than one LAIP • Must follow all of them to pick out minor clones that expand. • Different from Normal - Use a panel of ab and look for characteristic pattern. – Asynchronous expression very useful. E.g CD34+ and CD123+ – Lineage infidelity useful. E.g. CD7 (Lymphoid) expression on AML blasts – Aberrant expression associated with cytogenetic abnormalities • AML1-ETO : CD19+, CD11a- CD56+/- cCD79a = poor prognosis • CBFβ –MYH11: CD2+ • T(15:17) : CD56 in 20%= bad • NPM1: CD13, CD117 CD110 CD123 • CEBPA: 7+ • S&S best with 6+ color flow, Abs to LSC & multiple lymphoid Ags • Leukemia Stem Cell frequency – CD34+ CD38- CD123 CLL-1 CD44 CD47 CD96 & the same aberrant markers. – Low frequency can be a disadvantage The Leukemia Associated ImmunoPhenotype Vs. the “Different from Normal” approach
  • 19. • Background = expression on normal cells – limits both sensitivity & specificity, – Can raise limit of detection to 0.1% to 1% – Background lower in PB vs. BM • Not all blasts express the aberrant marker – Lowers sensitivity • Immunophenotype shifts- can be as high as 91% – Most cases have multiple LAIPs reducing the false negative rate. – But looking for the diagnostic pattern will miss newly emergent patterns • Flow subject operator expertise – Standardized protocols and automated analyses may help • Schuurheis Expert Rev Hem 2010;3:1-5) Multiparameter Flow Cytometry Potential Problems
  • 20. LSC by FLOW for MRD • CD34+CD38- & – Positive for CD123 CD117 CD25 – Negative for HLA-DR • Frequency at diagnosis predictive of relapse • Persistence after therapy predictive of relapse • Rarity make BM better than blood • Rarity might decrease sensitivity • Aberrant markers exist – C-type lectin like (CLL-1), not seen on normal
  • 22. MRD by Flow in Adults AML • 233 consecutive Adults – Median age 42+ 18 – Cytogenetics • Fav n=49 (Includes 43 APL) Int = 35 Unfav =10 Unk=32 • 3 color + FSC, SSC at diagnosis and remission. – 15K event followed by live gate on larger # of cells – Looked for SAME phenotype as at diagnosis  175 aberrant IP 126 CR with 3+7 x 2 + HDAC+ anthra x 2 16 to Auto SCT 12 to Allo # MRD N 3 yr relapse Median Survival Low Risk <0.1% 45 14% Not reached Intermediate Risk >0.1% 64 45% 79 mo High Risk >1% 17 85% 20 mo >1% >0.1% >0.01% <0.01% >1% >0.1% >0.01% San Miguel Blood 2001;98;1746-51
  • 23. MRD By Flow adds to cytogenetics • Favorable & Intermediate cytogenetics • But not to unfavorable or FLT3-ITD • FLT3 WT – MRD+ adds • FLT3-ITD – Doesn’t add Buccisano Blood 2012;119(2);332-341 MRD - MRD + MRD - MRD + Survival % in Remission
  • 24. Summary of Studies of Prognostic Value of MPFC in AML Ossenkoppele Gr J Haem 2011:153;421-436
  • 26. MRD in Pedi AML- AML02 Study • Induction 1 with high vs. low dose ara-C + Dauno and etoposide • MRD#1 on day 22, if >1% positive then immediately to induction 2, otherwise wait for recovery of counts then to induction 2 • Induction 2 ADE +/- Gemtuzumab-ozogamicin • MRD#2 by Flow measurement after 2nd indution – Low  HDAC x 3. Good cyto more often negative – High  Allo (n =59). Bad cyto more often positive • 216 AML enrolled 202 evaluable for MRD #1, 193 for MRD#2 • Use of high dose ara-C no effect. Use of GO increased conversion to MRD- MRD#1 # % Relapse 3yr EFS Positive (>1) 50 49% 43% Positive (>0.1) 24 17% Negative 128 17% 74 MRD#2 # % Relapse 3yr EFS Positive (>1) 17 65% 36% Positive (>0.1) 21 49 Negative 155 17% 71% MRD most powerful in multivariate CBF, 11q23 and FLT3 stay in the model Triage to ALLO didn’t seem to help the high risk group
  • 27. Does early intervention in CR1 help ? • Chemotherapy. – Delayed but didn’t prevent – More trials underway – Pedi- Clofarabine + ara-C for MRD >0.1% – Adults » Ceplene + low dose IL2 » Anti CD33-gemtuzumab » Dendritic cell vaccination » Azacitidine or Decitabine • Allo SCT- questionable benefit – Adults • Walter JCO 2011; 29:1190-97 – Pedi • Rubnitz. Lancet Oncology 2010;11:534-552 • WT1 Jacobson Br J Haem 2009:146:2709-16 • Leung Blood 2012; 120:468-72
  • 28. MRD Post ALLO SCT • Rise in MRD presages relapse – Follow a molecular marker if available – Change in Chimerism: • Ratio recipient to donor, especially in CD34+ cells – Verneris Curr Het Malig Rep 2010;5:157-162 • Rapid dynamics of relapse makes MRD use difficult • Hypomethylating agent can be beneficial • Platzbecker Leukemia 2012;26:381-89 • Azacitadine75mg/m2/day for 7 days. Median 4 (1-11 ) cycles • N=20 – 16  50% increasing donor chimerism , 30% stable – Despite this 13 relapsed Median @ 231 days – Bolanos-Meade Biol Blood Marrow Transplant 2011;17(5) 754-758 • Azacitadine75mg/m2/day for 7 days. • N= 10 • Best BM response = CR in 6, 3 progressed, 1 revert to MDS • 2 CR got DLI, 1 developed cGVHD • 4 CR lost all host chimerism 2 with MRD • 1 relapsed • Median survival = 422 Days
  • 29. MRD- Meeting the goals? • Detectable Markers Yes • Definable thresholds Yes, but variable • Prognostic Yes • Action improves Outcome? – APL Yes – Molecular relapse after Allo Yes for 30-40% – All others Not Yet…
  • 30. MRD- what is needed • Standardized assays and cutpoints • Prospective studies to validate – Multicenter – Multiple central labs • Clinical studies demonstration that action based on MRD improves outcome • Markers needed for poor prognosis AML • New Therapies that work