Single-cell multiomics reveal the scale of multilayered adaptations enabling CLL relapse during venetoclax therapy

•Multiple independent but recurring genetic and epigenetic changes drive venetoclax resistance, with marked NF-κB activation ubiquitous.•NF-κB activation is apparent within the first year of therapy, and most changes in CLL cells are sustained by ongoing venetoclax therapy. [Display omitted] Venetoc...

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Published inBlood Vol. 140; no. 20; pp. 2127 - 2141
Main Authors Thijssen, Rachel, Tian, Luyi, Anderson, Mary Ann, Flensburg, Christoffer, Jarratt, Andrew, Garnham, Alexandra L., Jabbari, Jafar S., Peng, Hongke, Lew, Thomas E., Teh, Charis E., Gouil, Quentin, Georgiou, Angela, Tan, Tania, Djajawi, Tirta M., Tam, Constantine S., Seymour, John F., Blombery, Piers, Gray, Daniel H.D., Majewski, Ian J., Ritchie, Matthew E., Roberts, Andrew W., Huang, David C.S.
Format Journal Article
LanguageEnglish
Published United States Elsevier Inc 17.11.2022
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Abstract •Multiple independent but recurring genetic and epigenetic changes drive venetoclax resistance, with marked NF-κB activation ubiquitous.•NF-κB activation is apparent within the first year of therapy, and most changes in CLL cells are sustained by ongoing venetoclax therapy. [Display omitted] Venetoclax (VEN) inhibits the prosurvival protein BCL2 to induce apoptosis and is a standard therapy for chronic lymphocytic leukemia (CLL), delivering high complete remission rates and prolonged progression-free survival in relapsed CLL but with eventual loss of efficacy. A spectrum of subclonal genetic changes associated with VEN resistance has now been described. To fully understand clinical resistance to VEN, we combined single-cell short- and long-read RNA-sequencing to reveal the previously unappreciated scale of genetic and epigenetic changes underpinning acquired VEN resistance. These appear to be multilayered. One layer comprises changes in the BCL2 family of apoptosis regulators, especially the prosurvival family members. This includes previously described mutations in BCL2 and amplification of the MCL1 gene but is heterogeneous across and within individual patient leukemias. Changes in the proapoptotic genes are notably uncommon, except for single cases with subclonal losses of BAX or NOXA. Much more prominent was universal MCL1 gene upregulation. This was driven by an overlying layer of emergent NF-κB (nuclear factor kappa B) activation, which persisted in circulating cells during VEN therapy. We discovered that MCL1 could be a direct transcriptional target of NF-κB. Both the switch to alternative prosurvival factors and NF-κB activation largely dissipate following VEN discontinuation. Our studies reveal the extent of plasticity of CLL cells in their ability to evade VEN-induced apoptosis. Importantly, these findings pinpoint new approaches to circumvent VEN resistance and provide a specific biological justification for the strategy of VEN discontinuation once a maximal response is achieved rather than maintaining long-term selective pressure with the drug. Two complementary articles shed new light on resistance to venetoclax in lymphoid malignancies. Thijssen et al use single-cell studies to reveal the multilayered nature of the mechanisms underpinning the recurrence of chronic lymphocytic leukemia in patients on long-term venetoclax, identifying a range of recurring genetic and epigenetic changes in apoptotic regulators. Overlying this heterogeneity, heightened expression of MCL1 driven by NF-κB is ubiquitous but reversible upon drug discontinuation. Thomalla and colleagues use B-lineage cell lines and patient samples to elegantly demonstrate how methylation and silencing of PUMA, a pro-apoptotic, causes failure of venetoclax. Both articles provide clinically applicable suggestions for circumventing emergent resistance to venetoclax.
AbstractList Venetoclax (VEN) inhibits the prosurvival protein BCL2 to induce apoptosis and is a standard therapy for chronic lymphocytic leukemia (CLL), delivering high complete remission rates and prolonged progression-free survival in relapsed CLL but with eventual loss of efficacy. A spectrum of subclonal genetic changes associated with VEN resistance has now been described. To fully understand clinical resistance to VEN, we combined single-cell short- and long-read RNA-sequencing to reveal the previously unappreciated scale of genetic and epigenetic changes underpinning acquired VEN resistance. These appear to be multilayered. One layer comprises changes in the BCL2 family of apoptosis regulators, especially the prosurvival family members. This includes previously described mutations in BCL2 and amplification of the MCL1 gene but is heterogeneous across and within individual patient leukemias. Changes in the proapoptotic genes are notably uncommon, except for single cases with subclonal losses of BAX or NOXA. Much more prominent was universal MCL1 gene upregulation. This was driven by an overlying layer of emergent NF-κB (nuclear factor kappa B) activation, which persisted in circulating cells during VEN therapy. We discovered that MCL1 could be a direct transcriptional target of NF-κB. Both the switch to alternative prosurvival factors and NF-κB activation largely dissipate following VEN discontinuation. Our studies reveal the extent of plasticity of CLL cells in their ability to evade VEN-induced apoptosis. Importantly, these findings pinpoint new approaches to circumvent VEN resistance and provide a specific biological justification for the strategy of VEN discontinuation once a maximal response is achieved rather than maintaining long-term selective pressure with the drug.
•Multiple independent but recurring genetic and epigenetic changes drive venetoclax resistance, with marked NF-κB activation ubiquitous.•NF-κB activation is apparent within the first year of therapy, and most changes in CLL cells are sustained by ongoing venetoclax therapy. [Display omitted] Venetoclax (VEN) inhibits the prosurvival protein BCL2 to induce apoptosis and is a standard therapy for chronic lymphocytic leukemia (CLL), delivering high complete remission rates and prolonged progression-free survival in relapsed CLL but with eventual loss of efficacy. A spectrum of subclonal genetic changes associated with VEN resistance has now been described. To fully understand clinical resistance to VEN, we combined single-cell short- and long-read RNA-sequencing to reveal the previously unappreciated scale of genetic and epigenetic changes underpinning acquired VEN resistance. These appear to be multilayered. One layer comprises changes in the BCL2 family of apoptosis regulators, especially the prosurvival family members. This includes previously described mutations in BCL2 and amplification of the MCL1 gene but is heterogeneous across and within individual patient leukemias. Changes in the proapoptotic genes are notably uncommon, except for single cases with subclonal losses of BAX or NOXA. Much more prominent was universal MCL1 gene upregulation. This was driven by an overlying layer of emergent NF-κB (nuclear factor kappa B) activation, which persisted in circulating cells during VEN therapy. We discovered that MCL1 could be a direct transcriptional target of NF-κB. Both the switch to alternative prosurvival factors and NF-κB activation largely dissipate following VEN discontinuation. Our studies reveal the extent of plasticity of CLL cells in their ability to evade VEN-induced apoptosis. Importantly, these findings pinpoint new approaches to circumvent VEN resistance and provide a specific biological justification for the strategy of VEN discontinuation once a maximal response is achieved rather than maintaining long-term selective pressure with the drug. Two complementary articles shed new light on resistance to venetoclax in lymphoid malignancies. Thijssen et al use single-cell studies to reveal the multilayered nature of the mechanisms underpinning the recurrence of chronic lymphocytic leukemia in patients on long-term venetoclax, identifying a range of recurring genetic and epigenetic changes in apoptotic regulators. Overlying this heterogeneity, heightened expression of MCL1 driven by NF-κB is ubiquitous but reversible upon drug discontinuation. Thomalla and colleagues use B-lineage cell lines and patient samples to elegantly demonstrate how methylation and silencing of PUMA, a pro-apoptotic, causes failure of venetoclax. Both articles provide clinically applicable suggestions for circumventing emergent resistance to venetoclax.
Author Peng, Hongke
Flensburg, Christoffer
Gray, Daniel H.D.
Seymour, John F.
Ritchie, Matthew E.
Tan, Tania
Tian, Luyi
Blombery, Piers
Georgiou, Angela
Roberts, Andrew W.
Tam, Constantine S.
Jarratt, Andrew
Djajawi, Tirta M.
Huang, David C.S.
Garnham, Alexandra L.
Anderson, Mary Ann
Teh, Charis E.
Lew, Thomas E.
Thijssen, Rachel
Jabbari, Jafar S.
Gouil, Quentin
Majewski, Ian J.
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Cites_doi 10.1016/j.ccell.2019.08.005
10.1016/S1470-2045(18)30010-X
10.1186/s13059-016-0947-7
10.1158/2159-8290.CD-19-0117
10.1158/2159-8290.CD-17-0797
10.1158/2326-6066.CIR-14-0112
10.1158/2159-8290.CD-18-0387
10.1073/pnas.0506580102
10.1038/nrc3204
10.1158/2159-8290.CD-18-1119
10.1016/S1470-2045(16)30019-5
10.1158/2159-8290.CD-19-0125
10.1186/s13059-021-02525-6
10.1016/j.ccell.2019.04.005
10.1200/JCO.20.00948
10.3324/haematol.2019.222588
10.1038/nm.3048
10.1128/MCB.20.8.2687-2695.2000
10.1038/nature19830
10.1182/blood-2021-147731
10.1182/blood-2017-01-763003
10.1038/nbt.4091
10.1038/onc.2010.248
10.1182/bloodadvances.2020003944
10.1182/blood.2019004205
10.1182/blood.2020009578
10.1056/NEJMoa1815281
10.1182/blood.V70.2.418.418
10.1200/JCO.19.00894
10.1038/nbt.4314
10.1016/0092-8674(93)90509-O
10.1038/s41467-018-03170-7
10.1016/0092-8674(88)90382-0
10.1038/s41568-021-00407-4
10.1056/NEJMoa1713976
10.1038/s41591-018-0243-z
10.1056/NEJMoa1513257
10.1038/s41418-019-0486-3
10.1182/blood.2018882555
10.1093/bioinformatics/btw777
10.1016/j.cell.2019.05.031
10.1101/gad.13.4.382
10.1182/blood.2020006785
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References Jayappa, Gordon, Morris (bib32) 2021; 5
Stilgenbauer, Eichhorst, Schetelig (bib16) 2016; 17
Baeuerle, Baltimore (bib29) 1988; 53
Guièze, Liu, Rosebrock (bib12) 2019; 36
Tromp, Tonino, Elias (bib31) 2010; 29
Perkins (bib30) 2012; 12
Blombery, Anderson, Gong (bib13) 2019; 9
Caenepeel, Brown, Belmontes (bib8) 2018; 8
Roberts, Ma, Kipps (bib10) 2019; 134
Ma, Seymour, Brander (bib20) 2021; 138
Herling, Abedpour, Weiss (bib11) 2018; 9
Subramanian, Tamayo, Mootha (bib25) 2005; 102
Chen, Glytsou, Zhou (bib41) 2019; 9
Hillmen, Rawstron, Brock (bib19) 2019; 37
Seymour, Wu, Popovic (bib43) 2021; 138
DiNardo, Pratz, Letai (bib6) 2018; 19
Agarwal, Chan, Tam (bib38) 2019; 25
Chen, Edelstein, Gélinas (bib33) 2000; 20
Roberts, Davids, Pagel (bib5) 2016; 374
Oltvai, Milliman, Korsmeyer (bib35) 1993; 74
Diepstraten, Anderson, Czabotar, Lessene, Strasser, Kelly (bib3) 2022; 22
Stuart, Butler, Hoffman (bib24) 2019; 177
Freedman, Boyd, Bieber (bib28) 1987; 70
Senichkin, Streletskaia, Gorbunova, Zhivotovsky, Kopeina (bib40) 2020; 27
Haghverdi, Lun, Morgan, Marioni (bib23) 2018; 36
Zong, Edelstein, Chen, Bash, Gélinas (bib34) 1999; 13
McCarthy, Campbell, Lun, Wills (bib21) 2017; 33
Roberts, Wei, Huang (bib2) 2021; 138
Becht, McInnes, Healy (bib27) 2019; 37
Leverson, Sampath, Souers (bib1) 2017; 7
Xia, Shen, Verma (bib39) 2014; 2
Tausch, Close, Dolnik (bib14) 2019; 104
Fischer, Al-Sawaf, Bahlo (bib17) 2019; 380
Anderson, Tam, Lew (bib9) 2017; 129
Kater, Wu, Kipps (bib42) 2020; 38
Kotschy, Szlavik, Murray (bib7) 2016; 538
Blombery, Thompson, Nguyen (bib15) 2020; 135
Seymour, Kipps, Eichhorst (bib18) 2018; 378
Tian, Jabbari, Thijssen (bib26) 2021; 22
Zhao, Ren, Lawlor (bib37) 2019; 35
Nechiporuk, Kurtz, Nikolova (bib36) 2019; 9
Lun, Bach, Marioni (bib22) 2016; 17
Souers, Leverson, Boghaert (bib4) 2013; 19
36394906 - Blood. 2022 Nov 17;140(20):2094-2096
Freedman (2022111716253814000_bib28) 1987; 70
Perkins (2022111716253814000_bib30) 2012; 12
Souers (2022111716253814000_bib4) 2013; 19
Hillmen (2022111716253814000_bib19) 2019; 37
Tian (2022111716253814000_bib26) 2021; 22
Zong (2022111716253814000_bib34) 1999; 13
Senichkin (2022111716253814000_bib40) 2020; 27
Stuart (2022111716253814000_bib24) 2019; 177
Tromp (2022111716253814000_bib31) 2010; 29
Diepstraten (2022111716253814000_bib3) 2022; 22
Guièze (2022111716253814000_bib12) 2019; 36
Becht (2022111716253814000_bib27) 2019; 37
Stilgenbauer (2022111716253814000_bib16) 2016; 17
Kater (2022111716253814000_bib42) 2020; 38
Subramanian (2022111716253814000_bib25) 2005; 102
Xia (2022111716253814000_bib39) 2014; 2
Agarwal (2022111716253814000_bib38) 2019; 25
Roberts (2022111716253814000_bib10) 2019; 134
Jayappa (2022111716253814000_bib32) 2021; 5
Roberts (2022111716253814000_bib2) 2021; 138
Ma (2022111716253814000_bib20) 2021; 138
Blombery (2022111716253814000_bib15) 2020; 135
Herling (2022111716253814000_bib11) 2018; 9
Chen (2022111716253814000_bib33) 2000; 20
Chen (2022111716253814000_bib41) 2019; 9
Haghverdi (2022111716253814000_bib23) 2018; 36
Seymour (2022111716253814000_bib43) 2021; 138
Caenepeel (2022111716253814000_bib8) 2018; 8
Leverson (2022111716253814000_bib1) 2017; 7
Oltvai (2022111716253814000_bib35) 1993; 74
Zhao (2022111716253814000_bib37) 2019; 35
Fischer (2022111716253814000_bib17) 2019; 380
Seymour (2022111716253814000_bib18) 2018; 378
Roberts (2022111716253814000_bib5) 2016; 374
DiNardo (2022111716253814000_bib6) 2018; 19
Anderson (2022111716253814000_bib9) 2017; 129
Blombery (2022111716253814000_bib13) 2019; 9
Kotschy (2022111716253814000_bib7) 2016; 538
Nechiporuk (2022111716253814000_bib36) 2019; 9
Lun (2022111716253814000_bib22) 2016; 17
Tausch (2022111716253814000_bib14) 2019; 104
McCarthy (2022111716253814000_bib21) 2017; 33
Baeuerle (2022111716253814000_bib29) 1988; 53
References_xml – volume: 37
  start-page: 2722
  year: 2019
  end-page: 2729
  ident: bib19
  article-title: Ibrutinib plus venetoclax in relapsed/refractory chronic lymphocytic leukemia: the CLARITY study [published correction appears in
  publication-title: J Clin Oncol
  contributor:
    fullname: Brock
– volume: 33
  start-page: 1179
  year: 2017
  end-page: 1186
  ident: bib21
  article-title: Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R
  publication-title: Bioinformatics
  contributor:
    fullname: Wills
– volume: 27
  start-page: 405
  year: 2020
  end-page: 419
  ident: bib40
  article-title: Saga of Mcl-1: regulation from transcription to degradation
  publication-title: Cell Death Differ
  contributor:
    fullname: Kopeina
– volume: 13
  start-page: 382
  year: 1999
  end-page: 387
  ident: bib34
  article-title: The prosurvival Bcl-2 homolog Bfl-1/A1 is a direct transcriptional target of NF-kappaB that blocks TNFalpha-induced apoptosis
  publication-title: Genes Dev
  contributor:
    fullname: Gélinas
– volume: 380
  start-page: 2225
  year: 2019
  end-page: 2236
  ident: bib17
  article-title: Venetoclax and obinutuzumab in patients with CLL and coexisting conditions
  publication-title: N Engl J Med
  contributor:
    fullname: Bahlo
– volume: 12
  start-page: 121
  year: 2012
  end-page: 132
  ident: bib30
  article-title: The diverse and complex roles of NF-κB subunits in cancer
  publication-title: Nat Rev Cancer
  contributor:
    fullname: Perkins
– volume: 138
  start-page: 836
  year: 2021
  end-page: 846
  ident: bib20
  article-title: Efficacy of venetoclax plus rituximab for relapsed CLL: 5-year follow-up of continuous or limited-duration therapy
  publication-title: Blood
  contributor:
    fullname: Brander
– volume: 9
  start-page: 890
  year: 2019
  end-page: 909
  ident: bib41
  article-title: Targeting mitochondrial structure sensitizes acute myeloid leukemia to venetoclax treatment
  publication-title: Cancer Discov
  contributor:
    fullname: Zhou
– volume: 19
  start-page: 202
  year: 2013
  end-page: 208
  ident: bib4
  article-title: ABT-199, a potent and selective BCL-2 inhibitor, achieves antitumor activity while sparing platelets
  publication-title: Nat Med
  contributor:
    fullname: Boghaert
– volume: 25
  start-page: 119
  year: 2019
  end-page: 129
  ident: bib38
  article-title: Dynamic molecular monitoring reveals that SWI-SNF mutations mediate resistance to ibrutinib plus venetoclax in mantle cell lymphoma
  publication-title: Nat Med
  contributor:
    fullname: Tam
– volume: 138
  start-page: 1120
  year: 2021
  end-page: 1136
  ident: bib2
  article-title: BCL2 and MCL1 inhibitors for hematologic malignancies
  publication-title: Blood
  contributor:
    fullname: Huang
– volume: 36
  start-page: 421
  year: 2018
  end-page: 427
  ident: bib23
  article-title: Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors
  publication-title: Nat Biotechnol
  contributor:
    fullname: Marioni
– volume: 102
  start-page: 15545
  year: 2005
  end-page: 15550
  ident: bib25
  article-title: Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles
  publication-title: Proc Natl Acad Sci U S A
  contributor:
    fullname: Mootha
– volume: 5
  start-page: 3497
  year: 2021
  end-page: 3510
  ident: bib32
  article-title: Extrinsic interactions in the microenvironment in vivo activate an antiapoptotic multidrug-resistant phenotype in CLL
  publication-title: Blood Adv
  contributor:
    fullname: Morris
– volume: 36
  start-page: 369
  year: 2019
  end-page: 384.e13
  ident: bib12
  article-title: Mitochondrial reprogramming underlies resistance to BCL-2 inhibition in lymphoid malignancies
  publication-title: Cancer Cell
  contributor:
    fullname: Rosebrock
– volume: 8
  start-page: 1582
  year: 2018
  end-page: 1597
  ident: bib8
  article-title: AMG 176, a Selective MCL1 inhibitor, is effective in hematologic cancer models alone and in combination with established therapies [published correction appears in
  publication-title: Cancer Discov
  contributor:
    fullname: Belmontes
– volume: 134
  start-page: 111
  year: 2019
  end-page: 122
  ident: bib10
  article-title: Efficacy of venetoclax in relapsed chronic lymphocytic leukemia is influenced by disease and response variables
  publication-title: Blood
  contributor:
    fullname: Kipps
– volume: 378
  start-page: 1107
  year: 2018
  end-page: 1120
  ident: bib18
  article-title: Venetoclax-rituximab in relapsed or refractory chronic lymphocytic leukemia
  publication-title: N Engl J Med
  contributor:
    fullname: Eichhorst
– volume: 35
  start-page: 752
  year: 2019
  end-page: 766.e9
  ident: bib37
  article-title: BCL2 amplicon loss and transcriptional remodeling drives ABT-199 resistance in B cell lymphoma models
  publication-title: Cancer Cell
  contributor:
    fullname: Lawlor
– volume: 138
  start-page: 1548
  year: 2021
  ident: bib43
  article-title: Assessment of the clonal dynamics of acquired mutations in patients (Pts) with relapsed/refractory chronic lymphocytic leukemia (R/R CLL) treated in the randomized phase 3 Murano trial supports venetoclax-rituximab (VenR) fixed-duration combination treatment (Tx) [abstract]
  publication-title: Blood
  contributor:
    fullname: Popovic
– volume: 104
  start-page: e434
  year: 2019
  end-page: e437
  ident: bib14
  article-title: Venetoclax resistance and acquired
  publication-title: Haematologica
  contributor:
    fullname: Dolnik
– volume: 17
  start-page: 75
  year: 2016
  ident: bib22
  article-title: Pooling across cells to normalize single-cell RNA sequencing data with many zero counts
  publication-title: Genome Biol
  contributor:
    fullname: Marioni
– volume: 9
  start-page: 910
  year: 2019
  end-page: 925
  ident: bib36
  article-title: The TP53 apoptotic network is a primary mediator of resistance to BCL2 inhibition in AML Cells
  publication-title: Cancer Discov
  contributor:
    fullname: Nikolova
– volume: 538
  start-page: 477
  year: 2016
  end-page: 482
  ident: bib7
  article-title: The MCL1 inhibitor S63845 is tolerable and effective in diverse cancer models
  publication-title: Nature
  contributor:
    fullname: Murray
– volume: 70
  start-page: 418
  year: 1987
  end-page: 427
  ident: bib28
  article-title: Normal cellular counterparts of B cell chronic lymphocytic leukemia
  publication-title: Blood
  contributor:
    fullname: Bieber
– volume: 17
  start-page: 768
  year: 2016
  end-page: 778
  ident: bib16
  article-title: Venetoclax in relapsed or refractory chronic lymphocytic leukaemia with 17p deletion: a multicentre, open-label, phase 2 study
  publication-title: Lancet Oncol
  contributor:
    fullname: Schetelig
– volume: 9
  start-page: 727
  year: 2018
  ident: bib11
  article-title: Clonal dynamics towards the development of venetoclax resistance in chronic lymphocytic leukemia
  publication-title: Nat Commun
  contributor:
    fullname: Weiss
– volume: 374
  start-page: 311
  year: 2016
  end-page: 322
  ident: bib5
  article-title: Targeting BCL2 with venetoclax in relapsed chronic lymphocytic leukemia
  publication-title: N Engl J Med
  contributor:
    fullname: Pagel
– volume: 135
  start-page: 773
  year: 2020
  end-page: 777
  ident: bib15
  article-title: Multiple BCL2 mutations cooccurring with Gly101Val emerge in chronic lymphocytic leukemia progression on venetoclax
  publication-title: Blood
  contributor:
    fullname: Nguyen
– volume: 53
  start-page: 211
  year: 1988
  end-page: 217
  ident: bib29
  article-title: Activation of DNA-binding activity in an apparently cytoplasmic precursor of the NF-kappa B transcription factor
  publication-title: Cell
  contributor:
    fullname: Baltimore
– volume: 38
  start-page: 4042
  year: 2020
  end-page: 4054
  ident: bib42
  article-title: Venetoclax plus rituximab in relapsed chronic lymphocytic leukemia: 4-year results and evaluation of impact of genomic complexity and gene mutations from the MURANO phase III study
  publication-title: J Clin Oncol
  contributor:
    fullname: Kipps
– volume: 22
  start-page: 310
  year: 2021
  ident: bib26
  article-title: Comprehensive characterization of single-cell full-length isoforms in human and mouse with long-read sequencing
  publication-title: Genome Biol
  contributor:
    fullname: Thijssen
– volume: 19
  start-page: 216
  year: 2018
  end-page: 228
  ident: bib6
  article-title: Safety and preliminary efficacy of venetoclax with decitabine or azacitidine in elderly patients with previously untreated acute myeloid leukaemia: a non-randomised, open-label, phase 1b study
  publication-title: Lancet Oncol
  contributor:
    fullname: Letai
– volume: 9
  start-page: 342
  year: 2019
  end-page: 353
  ident: bib13
  article-title: Acquisition of the recurrent Gly101Val mutation in BCL2 confers resistance to venetoclax in patients with progressive chronic lymphocytic leukemia
  publication-title: Cancer Discov
  contributor:
    fullname: Gong
– volume: 7
  start-page: 1376
  year: 2017
  end-page: 1393
  ident: bib1
  article-title: Found in translation: how preclinical research is guiding the clinical development of the BCL2-selective inhibitor venetoclax
  publication-title: Cancer Discov
  contributor:
    fullname: Souers
– volume: 22
  start-page: 45
  year: 2022
  end-page: 64
  ident: bib3
  article-title: The manipulation of apoptosis for cancer therapy using BH3-mimetic drugs
  publication-title: Nat Rev Cancer
  contributor:
    fullname: Kelly
– volume: 177
  start-page: 1888
  year: 2019
  end-page: 1902.e21
  ident: bib24
  article-title: Comprehensive integration of single-cell data
  publication-title: Cell
  contributor:
    fullname: Hoffman
– volume: 29
  start-page: 5071
  year: 2010
  end-page: 5082
  ident: bib31
  article-title: Dichotomy in NF-kappaB signaling and chemoresistance in immunoglobulin variable heavy-chain-mutated versus unmutated CLL cells upon CD40/TLR9 triggering
  publication-title: Oncogene
  contributor:
    fullname: Elias
– volume: 37
  start-page: 38
  year: 2019
  end-page: 44
  ident: bib27
  article-title: Dimensionality reduction for visualizing single-cell data using UMAP
  publication-title: Nat Biotechnol
  contributor:
    fullname: Healy
– volume: 74
  start-page: 609
  year: 1993
  end-page: 619
  ident: bib35
  article-title: Bcl-2 heterodimerizes in vivo with a conserved homolog, Bax, that accelerates programmed cell death
  publication-title: Cell
  contributor:
    fullname: Korsmeyer
– volume: 129
  start-page: 3362
  year: 2017
  end-page: 3370
  ident: bib9
  article-title: Clinicopathological features and outcomes of progression of CLL on the BCL2 inhibitor venetoclax
  publication-title: Blood
  contributor:
    fullname: Lew
– volume: 2
  start-page: 823
  year: 2014
  end-page: 830
  ident: bib39
  article-title: NF-κB, an active player in human cancers
  publication-title: Cancer Immunol Res
  contributor:
    fullname: Verma
– volume: 20
  start-page: 2687
  year: 2000
  end-page: 2695
  ident: bib33
  article-title: The Rel/NF-kappaB family directly activates expression of the apoptosis inhibitor Bcl-x(L)
  publication-title: Mol Cell Biol
  contributor:
    fullname: Gélinas
– volume: 36
  start-page: 369
  issue: 4
  year: 2019
  ident: 2022111716253814000_bib12
  article-title: Mitochondrial reprogramming underlies resistance to BCL-2 inhibition in lymphoid malignancies
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.08.005
  contributor:
    fullname: Guièze
– volume: 19
  start-page: 216
  issue: 2
  year: 2018
  ident: 2022111716253814000_bib6
  article-title: Safety and preliminary efficacy of venetoclax with decitabine or azacitidine in elderly patients with previously untreated acute myeloid leukaemia: a non-randomised, open-label, phase 1b study
  publication-title: Lancet Oncol
  doi: 10.1016/S1470-2045(18)30010-X
  contributor:
    fullname: DiNardo
– volume: 17
  start-page: 75
  year: 2016
  ident: 2022111716253814000_bib22
  article-title: Pooling across cells to normalize single-cell RNA sequencing data with many zero counts
  publication-title: Genome Biol
  doi: 10.1186/s13059-016-0947-7
  contributor:
    fullname: Lun
– volume: 9
  start-page: 890
  issue: 7
  year: 2019
  ident: 2022111716253814000_bib41
  article-title: Targeting mitochondrial structure sensitizes acute myeloid leukemia to venetoclax treatment
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-19-0117
  contributor:
    fullname: Chen
– volume: 7
  start-page: 1376
  issue: 12
  year: 2017
  ident: 2022111716253814000_bib1
  article-title: Found in translation: how preclinical research is guiding the clinical development of the BCL2-selective inhibitor venetoclax
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-17-0797
  contributor:
    fullname: Leverson
– volume: 2
  start-page: 823
  issue: 9
  year: 2014
  ident: 2022111716253814000_bib39
  article-title: NF-κB, an active player in human cancers
  publication-title: Cancer Immunol Res
  doi: 10.1158/2326-6066.CIR-14-0112
  contributor:
    fullname: Xia
– volume: 8
  start-page: 1582
  issue: 12
  year: 2018
  ident: 2022111716253814000_bib8
  article-title: AMG 176, a Selective MCL1 inhibitor, is effective in hematologic cancer models alone and in combination with established therapies [published correction appears in Cancer Discov. 2019;9(7):980]
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-18-0387
  contributor:
    fullname: Caenepeel
– volume: 102
  start-page: 15545
  issue: 43
  year: 2005
  ident: 2022111716253814000_bib25
  article-title: Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles
  publication-title: Proc Natl Acad Sci U S A
  doi: 10.1073/pnas.0506580102
  contributor:
    fullname: Subramanian
– volume: 12
  start-page: 121
  issue: 2
  year: 2012
  ident: 2022111716253814000_bib30
  article-title: The diverse and complex roles of NF-κB subunits in cancer
  publication-title: Nat Rev Cancer
  doi: 10.1038/nrc3204
  contributor:
    fullname: Perkins
– volume: 9
  start-page: 342
  issue: 3
  year: 2019
  ident: 2022111716253814000_bib13
  article-title: Acquisition of the recurrent Gly101Val mutation in BCL2 confers resistance to venetoclax in patients with progressive chronic lymphocytic leukemia
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-18-1119
  contributor:
    fullname: Blombery
– volume: 17
  start-page: 768
  issue: 6
  year: 2016
  ident: 2022111716253814000_bib16
  article-title: Venetoclax in relapsed or refractory chronic lymphocytic leukaemia with 17p deletion: a multicentre, open-label, phase 2 study
  publication-title: Lancet Oncol
  doi: 10.1016/S1470-2045(16)30019-5
  contributor:
    fullname: Stilgenbauer
– volume: 9
  start-page: 910
  issue: 7
  year: 2019
  ident: 2022111716253814000_bib36
  article-title: The TP53 apoptotic network is a primary mediator of resistance to BCL2 inhibition in AML Cells
  publication-title: Cancer Discov
  doi: 10.1158/2159-8290.CD-19-0125
  contributor:
    fullname: Nechiporuk
– volume: 22
  start-page: 310
  issue: 1
  year: 2021
  ident: 2022111716253814000_bib26
  article-title: Comprehensive characterization of single-cell full-length isoforms in human and mouse with long-read sequencing
  publication-title: Genome Biol
  doi: 10.1186/s13059-021-02525-6
  contributor:
    fullname: Tian
– volume: 35
  start-page: 752
  issue: 5
  year: 2019
  ident: 2022111716253814000_bib37
  article-title: BCL2 amplicon loss and transcriptional remodeling drives ABT-199 resistance in B cell lymphoma models
  publication-title: Cancer Cell
  doi: 10.1016/j.ccell.2019.04.005
  contributor:
    fullname: Zhao
– volume: 38
  start-page: 4042
  issue: 34
  year: 2020
  ident: 2022111716253814000_bib42
  article-title: Venetoclax plus rituximab in relapsed chronic lymphocytic leukemia: 4-year results and evaluation of impact of genomic complexity and gene mutations from the MURANO phase III study
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.20.00948
  contributor:
    fullname: Kater
– volume: 104
  start-page: e434
  issue: 9
  year: 2019
  ident: 2022111716253814000_bib14
  article-title: Venetoclax resistance and acquired BCL2 mutations in chronic lymphocytic leukemia
  publication-title: Haematologica
  doi: 10.3324/haematol.2019.222588
  contributor:
    fullname: Tausch
– volume: 19
  start-page: 202
  issue: 2
  year: 2013
  ident: 2022111716253814000_bib4
  article-title: ABT-199, a potent and selective BCL-2 inhibitor, achieves antitumor activity while sparing platelets
  publication-title: Nat Med
  doi: 10.1038/nm.3048
  contributor:
    fullname: Souers
– volume: 20
  start-page: 2687
  issue: 8
  year: 2000
  ident: 2022111716253814000_bib33
  article-title: The Rel/NF-kappaB family directly activates expression of the apoptosis inhibitor Bcl-x(L)
  publication-title: Mol Cell Biol
  doi: 10.1128/MCB.20.8.2687-2695.2000
  contributor:
    fullname: Chen
– volume: 538
  start-page: 477
  issue: 7626
  year: 2016
  ident: 2022111716253814000_bib7
  article-title: The MCL1 inhibitor S63845 is tolerable and effective in diverse cancer models
  publication-title: Nature
  doi: 10.1038/nature19830
  contributor:
    fullname: Kotschy
– volume: 138
  start-page: 1548
  issue: suppl 1
  year: 2021
  ident: 2022111716253814000_bib43
  article-title: Assessment of the clonal dynamics of acquired mutations in patients (Pts) with relapsed/refractory chronic lymphocytic leukemia (R/R CLL) treated in the randomized phase 3 Murano trial supports venetoclax-rituximab (VenR) fixed-duration combination treatment (Tx) [abstract]
  publication-title: Blood
  doi: 10.1182/blood-2021-147731
  contributor:
    fullname: Seymour
– volume: 129
  start-page: 3362
  issue: 25
  year: 2017
  ident: 2022111716253814000_bib9
  article-title: Clinicopathological features and outcomes of progression of CLL on the BCL2 inhibitor venetoclax
  publication-title: Blood
  doi: 10.1182/blood-2017-01-763003
  contributor:
    fullname: Anderson
– volume: 36
  start-page: 421
  issue: 5
  year: 2018
  ident: 2022111716253814000_bib23
  article-title: Batch effects in single-cell RNA-sequencing data are corrected by matching mutual nearest neighbors
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.4091
  contributor:
    fullname: Haghverdi
– volume: 29
  start-page: 5071
  issue: 36
  year: 2010
  ident: 2022111716253814000_bib31
  article-title: Dichotomy in NF-kappaB signaling and chemoresistance in immunoglobulin variable heavy-chain-mutated versus unmutated CLL cells upon CD40/TLR9 triggering
  publication-title: Oncogene
  doi: 10.1038/onc.2010.248
  contributor:
    fullname: Tromp
– volume: 5
  start-page: 3497
  issue: 17
  year: 2021
  ident: 2022111716253814000_bib32
  article-title: Extrinsic interactions in the microenvironment in vivo activate an antiapoptotic multidrug-resistant phenotype in CLL
  publication-title: Blood Adv
  doi: 10.1182/bloodadvances.2020003944
  contributor:
    fullname: Jayappa
– volume: 135
  start-page: 773
  issue: 10
  year: 2020
  ident: 2022111716253814000_bib15
  article-title: Multiple BCL2 mutations cooccurring with Gly101Val emerge in chronic lymphocytic leukemia progression on venetoclax
  publication-title: Blood
  doi: 10.1182/blood.2019004205
  contributor:
    fullname: Blombery
– volume: 138
  start-page: 836
  issue: 10
  year: 2021
  ident: 2022111716253814000_bib20
  article-title: Efficacy of venetoclax plus rituximab for relapsed CLL: 5-year follow-up of continuous or limited-duration therapy
  publication-title: Blood
  doi: 10.1182/blood.2020009578
  contributor:
    fullname: Ma
– volume: 380
  start-page: 2225
  issue: 23
  year: 2019
  ident: 2022111716253814000_bib17
  article-title: Venetoclax and obinutuzumab in patients with CLL and coexisting conditions
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1815281
  contributor:
    fullname: Fischer
– volume: 70
  start-page: 418
  issue: 2
  year: 1987
  ident: 2022111716253814000_bib28
  article-title: Normal cellular counterparts of B cell chronic lymphocytic leukemia
  publication-title: Blood
  doi: 10.1182/blood.V70.2.418.418
  contributor:
    fullname: Freedman
– volume: 37
  start-page: 2722
  issue: 30
  year: 2019
  ident: 2022111716253814000_bib19
  article-title: Ibrutinib plus venetoclax in relapsed/refractory chronic lymphocytic leukemia: the CLARITY study [published correction appears in J Clin Oncol. 2020;38(14):1644]
  publication-title: J Clin Oncol
  doi: 10.1200/JCO.19.00894
  contributor:
    fullname: Hillmen
– volume: 37
  start-page: 38
  year: 2019
  ident: 2022111716253814000_bib27
  article-title: Dimensionality reduction for visualizing single-cell data using UMAP
  publication-title: Nat Biotechnol
  doi: 10.1038/nbt.4314
  contributor:
    fullname: Becht
– volume: 74
  start-page: 609
  issue: 4
  year: 1993
  ident: 2022111716253814000_bib35
  article-title: Bcl-2 heterodimerizes in vivo with a conserved homolog, Bax, that accelerates programmed cell death
  publication-title: Cell
  doi: 10.1016/0092-8674(93)90509-O
  contributor:
    fullname: Oltvai
– volume: 9
  start-page: 727
  issue: 1
  year: 2018
  ident: 2022111716253814000_bib11
  article-title: Clonal dynamics towards the development of venetoclax resistance in chronic lymphocytic leukemia
  publication-title: Nat Commun
  doi: 10.1038/s41467-018-03170-7
  contributor:
    fullname: Herling
– volume: 53
  start-page: 211
  issue: 2
  year: 1988
  ident: 2022111716253814000_bib29
  article-title: Activation of DNA-binding activity in an apparently cytoplasmic precursor of the NF-kappa B transcription factor
  publication-title: Cell
  doi: 10.1016/0092-8674(88)90382-0
  contributor:
    fullname: Baeuerle
– volume: 22
  start-page: 45
  issue: 1
  year: 2022
  ident: 2022111716253814000_bib3
  article-title: The manipulation of apoptosis for cancer therapy using BH3-mimetic drugs
  publication-title: Nat Rev Cancer
  doi: 10.1038/s41568-021-00407-4
  contributor:
    fullname: Diepstraten
– volume: 378
  start-page: 1107
  issue: 12
  year: 2018
  ident: 2022111716253814000_bib18
  article-title: Venetoclax-rituximab in relapsed or refractory chronic lymphocytic leukemia
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1713976
  contributor:
    fullname: Seymour
– volume: 25
  start-page: 119
  issue: 1
  year: 2019
  ident: 2022111716253814000_bib38
  article-title: Dynamic molecular monitoring reveals that SWI-SNF mutations mediate resistance to ibrutinib plus venetoclax in mantle cell lymphoma
  publication-title: Nat Med
  doi: 10.1038/s41591-018-0243-z
  contributor:
    fullname: Agarwal
– volume: 374
  start-page: 311
  issue: 4
  year: 2016
  ident: 2022111716253814000_bib5
  article-title: Targeting BCL2 with venetoclax in relapsed chronic lymphocytic leukemia
  publication-title: N Engl J Med
  doi: 10.1056/NEJMoa1513257
  contributor:
    fullname: Roberts
– volume: 27
  start-page: 405
  issue: 2
  year: 2020
  ident: 2022111716253814000_bib40
  article-title: Saga of Mcl-1: regulation from transcription to degradation
  publication-title: Cell Death Differ
  doi: 10.1038/s41418-019-0486-3
  contributor:
    fullname: Senichkin
– volume: 134
  start-page: 111
  issue: 2
  year: 2019
  ident: 2022111716253814000_bib10
  article-title: Efficacy of venetoclax in relapsed chronic lymphocytic leukemia is influenced by disease and response variables
  publication-title: Blood
  doi: 10.1182/blood.2018882555
  contributor:
    fullname: Roberts
– volume: 33
  start-page: 1179
  issue: 8
  year: 2017
  ident: 2022111716253814000_bib21
  article-title: Scater: pre-processing, quality control, normalization and visualization of single-cell RNA-seq data in R
  publication-title: Bioinformatics
  doi: 10.1093/bioinformatics/btw777
  contributor:
    fullname: McCarthy
– volume: 177
  start-page: 1888
  issue: 7
  year: 2019
  ident: 2022111716253814000_bib24
  article-title: Comprehensive integration of single-cell data
  publication-title: Cell
  doi: 10.1016/j.cell.2019.05.031
  contributor:
    fullname: Stuart
– volume: 13
  start-page: 382
  issue: 4
  year: 1999
  ident: 2022111716253814000_bib34
  article-title: The prosurvival Bcl-2 homolog Bfl-1/A1 is a direct transcriptional target of NF-kappaB that blocks TNFalpha-induced apoptosis
  publication-title: Genes Dev
  doi: 10.1101/gad.13.4.382
  contributor:
    fullname: Zong
– volume: 138
  start-page: 1120
  issue: 13
  year: 2021
  ident: 2022111716253814000_bib2
  article-title: BCL2 and MCL1 inhibitors for hematologic malignancies
  publication-title: Blood
  doi: 10.1182/blood.2020006785
  contributor:
    fullname: Roberts
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Snippet •Multiple independent but recurring genetic and epigenetic changes drive venetoclax resistance, with marked NF-κB activation ubiquitous.•NF-κB activation is...
Venetoclax (VEN) inhibits the prosurvival protein BCL2 to induce apoptosis and is a standard therapy for chronic lymphocytic leukemia (CLL), delivering high...
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StartPage 2127
SubjectTerms Antineoplastic Agents - therapeutic use
Bridged Bicyclo Compounds, Heterocyclic - pharmacology
Bridged Bicyclo Compounds, Heterocyclic - therapeutic use
Drug Resistance, Neoplasm - genetics
Humans
Leukemia, Lymphocytic, Chronic, B-Cell - drug therapy
Leukemia, Lymphocytic, Chronic, B-Cell - genetics
Leukemia, Lymphocytic, Chronic, B-Cell - metabolism
Myeloid Cell Leukemia Sequence 1 Protein - metabolism
NF-kappa B
Proto-Oncogene Proteins c-bcl-2 - metabolism
Recurrence
Title Single-cell multiomics reveal the scale of multilayered adaptations enabling CLL relapse during venetoclax therapy
URI https://dx.doi.org/10.1182/blood.2022016040
https://www.ncbi.nlm.nih.gov/pubmed/35709339
https://search.proquest.com/docview/2678426112
Volume 140
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