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Platinum resistance and sensitivity in recurrent
ovarian cancer
INNOVATION IN GYNECOLOGIC CANCER:
OPTIMAL THERAPY, QUALITYOF LIFE, PRECISION
MEDICINE
NAPOLI 26 GIUGNO 2015
Gustavo Baldassarre, MD
Experimental Oncology 2
CRO-National Cancer Institute
Aviano - Italy
Proposed Mechanisms of Platinum resistance
Mechanisms
Molecular mediators
Reduced Uptake
Increased Efflux
Increased Inactivation
Down regulation of CTR1
Up-regulation of ATP7A/7B
Increased levels of GSH/GST
and/or Metallothionins
Increased DDR
Deregulated cell cycle
progression
CDDP binding protein
Increased HR and/or NER
activity
Up-regulation of Cyc E
Decreased levels of VDAC
Regulation of
Apoptosis and p53
action
Increased BCL2/deacreased
Bax proteins
Deregulation of caspases
P53 Mutation/Inactivation
Increased IAPs expression
(e.g. BIRC5)
Regulation of Survival
and authophagy
Increased HER2
Increased HSPs
Decreased ROS generation
Modified From Galluzzi et al. Oncogene 2012
Altered miR-484 expression in EOC defines an
“angiogenic” phenotype resistant to chemotherapy
Modulate
Angiogenesis ?
Vecchione et al. PNAS 2013
Is antiangiogenic therapy a method to improve drug
sensitivity?
Modulate
Angiogenesis ?
 Tumor vessels are highly inefficient and do not support the proper delivery of
chemotherapy to all tumor areas
 Different molecular pathways should be probably altered at the same time to
modulate vessels permeability and tumor perfusion
 It is likely that angiogenic modulators will fail as antitumor agent alone but that
they will be extremely useful in combination with chemotherapy
 Is it realistic to use anti-angiogenic compounds targeting different pathways at
the same time?
 Are we able to use angiogenic modulators in combination with chemotherapy
using the right dose at the right time in the right patient?
Platinum mechanism of resistance: New Insights
Up-regulation of ABCB1 (MDR1)
Up-regulation of Cyc E
Inactivation of RB1 and RAD51
Reversion of BRCA1/2 Mutation
Breakage of PTEN, FOXO1 and
BCL2L11 genes
Collectively, our findings underscore the heterogeneity and apparent adaptability
of the HGSC genome under the selective pressure of chemotherapy, and indicate
that overcoming resistance to conventional chemotherapy will require a diversity
of approaches.
Modified From Patch et al. Nature 2015
Are we ready to transfer the “genomic approach” to
the clinic?
Modified From Dewey et al. JAMA 2014

Genomic characterization of Human
cancer is of outmost importance

Based on the current knowledge and
technology we are probably not ready to
transfer WGS to the clinic

It will be conversely important to select
defined actionable mutation involved in
the onset of platinum resistance

It is probably true that the best
therapeutic option for the future will be
the association of chemotherapy with
specific synergic targeted therapy

Identify patients that might benefit
from different drug combination will be
the future challenge
GEP Signature of HGSOC define a group of patients
with poor prognosis
Generation of platinum resistant cells as a study tool
Platinum resistant cells have specific GEP
mRNA/lncRNA
R1 R2 C1 C2 R1 R2 C1 C2 R1 R2 C1 C2
miRNA
R1 R2 C1 C2 C1 C2 R1R2 C1 C2 R1R2
Platinum resistant cells have specific GEP
mRNA/lncRNA
miRNA
 Few coding and non coding genes are commonly altered by platinum in EOC
 These data support the view that resistant subclones pre-exists in EOC and/or
that epigenetic changes play a major role in the acquisition of resistance
 Combined genomic and functional studies are necessary to unveil driver
alterations
Human cancers evolve as Darwinian adaptive systems
Pla num Sensi ve
(Rec >12 m)
Intermediate Pla num
Sensi vity (Rec >6 <12 m)
Pla num Resistant
(Rec <6m)
Secondary
Localiza ons
Primary
Tumor
Hys
tero
-ann
essi
Bulk tumor mass
ecto
my
Possible evolu on of HGEOC imagined as a Darwinian adap ve system
Pla num
Sensi ve
Pla num
Resistant
Passenger Altera on
Driver Altera on
Chemo Induced
Altera on
Identification of genes synthetic lethal with platinum
shRNA replicates with p-value<0.05 (Zscore normalization, moderated t-test and BH method of adjustment)
Gene X CDDP
Outocome
010301
040069
118983
001023
052975
056462
003393
-
045248
002848
007349
4
+
+
062554
058998
072522
011461
083046
062733
009874
143937
121279
083046
121279
059263
N
PP
N
Zscore
007349
059263
057018
078037
063263
018344
045663
052985
197225 194752
055675
003961
006570
001084
033611
050779
051388
010595
033581
057595
010354
072695
010432
057595
078037 118303139674
034066
044921
008686
036965
033601
040243
003785 003961
037812
045663
049705
011461
000588
050779050872
019881
019674
039985
033574
064490
034064
040243
074234
010300
139674
000583
018344
000229
003963
033524
244436 010587
010300
010485
003859
143937
057018
006575 013814
010354
049705
046527
062733
165404
010589
010587
037812
044921
055675
001016 001084
003706
040003
063263
022255
003951 005860
049704
057189
073346
003951
014629
244436
004045
050872
062555
000508
011304
005199
040098045664
058773
010390
003837
052985 057058
022385
033524
118983
000665
058773
004908
045320
000228
004012 005936006576007264
057189
115997
053079
045248
003963
052984
033611
004044
036970
058165
074233
020521 033501
048974
147821 235597
010432
040098 045665 046527
123325
003393
013720
000519
058885
007264
008037
017062
033505
073346
083757
018981
034066
107185
013168
004526
005946006498
022388
083368
001028 055425
000651
046424
010390
000228
006575
020307
049405
009825009947
004045 004012
048731
029426
001028
004266
034235
058885
064490 121207
074234
038740
017062 021467
019674
107185
006348 006497
244439
194752
045190 048731
001481 002749
004908004245
016776
010595
007921
033505
045665 045189
010262
036965
034064
003785
003837
006255
197225
009825
001065
002749
017279
049853
062555
008754
020307
001085
001268
033581
001009
045189
006039
029371
051311
026542
040123
046424
153659
007842 013563
051311
016291
045312
055425
001912 001268
022385
039926
049764
010589
003529
006593 006570
019009
018981
020352
058203 058998
072522
038740
005199 005801
029371
062554
118303
011210
000509
001427
006592
019080
050436
048974
083757
011210
034235
000519 000588
013720
018559
045190
058165
147821
014629
008760017392
019080
244438
008686
022037 033500
039749
005867
006576 007921
018917
009874
005936
165404
002484003580 004044
016291
036970
052984
021467
057374
123325
115997
040123
048493
051388
006498
029426
033596
083754
006174
040003 039749
057374
001024
003551
020069
022388
001051
013814
062800078299
000583
003859
005801
021939
039985
050778
010982 235597 010282
001024
003580
005946
008754
045312
046559
050778
001427
005860
001912
021508
017392
020352
033501
029082
033500
033574
219934
003703
006594
062550
019881
021508
056437
219934
010262 009947
000508
003551003596
004266
016776
049853 049764
056437
074233 078299
153659196963
000509
019009
007940
007176
003660
056543
057058
001009
011304
033561
017279
000651
001065
007626 007842
049855
049405
244439
001481
003596
022255
008037
029082029054
056543
026542
001051
003660
004526
006497
018559 021939
033596
048493
006593
013563
057373
007940
020069
046559
013168
006150
049855
057373
244438
001085
007176
029054
010982
006594
022037
033561
083368
196963
006255
004245
039926
050436
121207
006348005867
010282
003703
018917
003529
062550
062800 083754
002484
N N
N
P
P
N
N
N
P
N
P
P
N
0
N
P
P
N
N
N
N
N
N NN
N
P
N
N
N
N
N
N
N
000249
000514
000249
000514
000516
000516
001485
001485
N
004858
004000
005837
002892003575
003775
003595
003704
003842
003781
006177
003736
004587 006177
003704
003842 005302
003736
002325
003595
004587
004000
003575
004858
005837
002892 003775
N
N
N
N
008747
N
018858
013460
008747
020192
019945
019802
019920
020193
020308
020308
019802
019920
020192
049278
049689
033534
036049
033580
039675
039914
033575
033580033534
036049 039837
039675039815
033575
039834
039914
039834
019945
N
N
N
N
020193
018858
013460
N
P
N
-2
+
052923
053388
052975
053079
052923
056462
049704
045664
006039
003706
000229 001016
P
-
006592
006174
001023
2
+
040069
033601
008760
000665
-
053388
045320
002848
-
010485
010301
072695
049689
049278
039837
N
N
052645
051880
051882
052938
051880
051882
052645
052938
N
002325
0
1000
sequence
058660
072315
074360
074360
062709
062709
057075
058660
057075 072315
194974196691
226466
010305
174055
010781
010305
010781
005302
500
N
N
N
NN
N
NN
N
N
N
N
N NN
N
N
N
N
N
NN
NN
N
N
N
N
N
N
N
N
NN
N
N
N
NN
NN
N
N
NN N
NN
N
196691
236560
255915
174055
236560
NN
255915
195146
194974
195146
1500
2000
Platinum mechanism of resistance: on target effects
Deregulated cell cycle
progression
CDDP
CDDP
Palbociclib
LE001
LY 2835219
CDKs
Inhibitors
LY2606368
MK-1775
AG-024322
CDK6 Knock-down sensitizes EOC cells to Platinum-induced
cell death
Ctr Sh IC50 = 201 μg/ml
Cells Survival
(% of Untreated)
Absorbance
CDK6 Sh IC50 = 105 μg/ml
MDAH
CDBCA μg/ml
Ctr Sh IC50 = 5.7 μg/ml
CDK 4
Vinculin
CDK6 Sh IC50 = 0.2 μg/ml
Cells Survival
(% of Untreated)
CDK 6
OVCAR-8
CDDP μg/ml
Dall’Acqua et al. in preparation
Conclusion
 Platinum resistance could be due to different molecular mechanisms
 It could be worth to explore antiangiogenic therapies as chemo-sensitizers
 CCNE2 gains are associated with de novo resistance
 Chemotherapy does not induces specific changes in cheomresistant HGSOC
patients, suggesting that original heteroclonality of the tumors is responsible of
acquired resistance
 Functional genomic approaches are valuable tools to find gene(s) involved in
synthetic lethality with platinum treatment
 The work within multidisciplinary translational research group will likely
represents the future of EOC care.
ACKNOWLEDGEMENTS
CRO National Cancer Institute -Aviano- Italy
Experimental Oncology 2
Barbara Belletti, PhD
Sara Benevol, BS
Alessandra Dall’Acqua, PhD St.
Sara D’Andrea, BS
Ilenia Pellizzari, PhD
Valentina Ranzuglia, PhD St.
Maura Sonego, PhD
Monica Schiappacassi, PhD
Andrea Vecchione, MD PhD
Gennaro Chiappetta & Daniela Califano
MITO Translational Research Group
The CRO OCTRG
Clinical Oncology
Roberto Sorio, MD
Gynaecological Oncology
Giorgio Giorda, MD
Pathology Unit
Vincenzo Canzonieri, MD
Epidemiology Unit
Jerry Polesel, PhD
Università La Sapienza, Roma
INT G. Pascale, Napoli
Different Institutions
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