Clonal Evolution In Patients With Chronic Lymphocytic Leukemia (CLL) Developing Resistance To BTK Inhibition
Abstract
The Bruton’s tyrosine kinase (BTK) inhibitor ibrutinib thwarts B cell receptor (BCR) signaling via irreversible inhibition of BTK, and induces durable remissions in relapsed/refractory CLL with a progression-free survival rate of 75% after 26 months of therapy (Byrd JC et al., NEJM 2013). However, a small fraction of patients treated with this targeted therapy develop progressive disease after an initial response. Here, we describe a longitudinal genomic investigation, utilizing whole-exome sequencing (WES) and copy number information of 3 patients who, with daily exposure to ibrutinib, achieved partial remission and later experienced CLL progression, but not Richter’s transformation. All 3 patients had advanced stage CLL (Rai stage 3-4) and were enrolled on IRB-approved phase 1/2 trials of ibrutinib (420 mg) as a single agent (Patients 1 and 2) or combined with rituximab (Patient 3). Patients 1 and 3 had relapsed diseased after prior FCR frontline therapy, while Patient 2 had received 4 prior lines of therapy. At treatment initiation, Patients 1 and 2 had known acquired TP53 deletions. Patient 1 additionally had del(13q), and Patient 2 a subclone (11.5% by FISH) carrying trisomy 12 and del(13q). Patient 3 had complex cytogenetics which included del(11q). As the best response to ibrutinib-based therapy, all three experienced partial responses. Patient 1 demonstrated normalization of hematologic parameters but experienced persistent bone marrow disease. Patient 2 achieved a >10-fold reduction but persistently elevated absolute lymphocyte count, and resolution of anemia and thrombocytopenia. Patient 3 had resolution of anemia, thrombocytopenia, and splenomegaly. Progressive disease was observed at days 1022, 554 and 206 following ibrutinib initiation for Patients 1-3, respectively. DNA was extracted from CD19-purified CLL cells before ibrutinib therapy and at the time of disease progression. Matched germline and tumor DNA from 2 timepoints underwent WES (mean coverage depth 170X) and copy number analysis (by SNP 6.0 arrays). Somatic alterations were identified through comparison with germline DNA. To examine clonal populations, we measured the allelic fractions of somatic variants and integrated this information with local copy number and purity information to infer the fraction of cancer cells (CCF) affected by the mutation. Since ibrutinib targets BTK, we searched for resistance-conferring mutations in the BTK gene in the progressing leukemias, such as the previously described C481S BTK mutation in 4 of 13 patients with acquired resistance (Chang et al., ASCO 2013, Abstract 7014). We observed that all three patients lacked mutations in BTK and for the most part, in other genes in the BCR signaling pathway. In Patient 2, we did identify a single nucleotide variant in PLCg2, a substrate of BTK previously reported to be mutated in a patient with ibrutinub resistance. However, the CCF affected by this mutation was smaller than 0.15, and therefore it is unlikely to be the main driver of relapse in this patient. All three CLLs acquired new somatic mutations at the time of progression not observed in the pre-treatment samples, involving recurrent lesions in CLL associated with poor clinical outcome. Patient 1 acquired a new clonal (>0.95 CCF) mutation in SF3B1 (K666T). Patients 2 and 3 revealed clonal deletions in chromosome 8p. Patient 2 additionally demonstrated an increase in a subclone harboring trisomy 12 with an associated MLL2 missense substitution, with CCF rising from 0.12 pre-treatment to 0.5 upon relapse. Our results confirm that clinically evident ibrutinib resistance cannot be uniformly attributed to mutations in BTK or other genes of the BCR signaling pathway. In the 3 CLLs presented herein, progressive disease was associated with the emergence of leukemic populations harboring genetic alterations with putative driver characteristics (del(8p), SF3B1 mutation) arising from a background of pre-existing 17p or 11q deletions. Our findings support the concept that CLL clones persisting during continuous therapeutic pressure can adapt to bypass BTK-related survival signaling. Ongoing studies focus on finer kinetic analysis of clonal dynamics in these patients during the period leading up to progressive disease to elucidate whether these alterations were newly acquired following ibrutinib exposure or represent selective expansions of pre-existing small subclones. Disclosures: Burger: Pharmacyclics: Research Funding. O'Brien:Pharmacyclics: Research Funding. Neuberg:Synta Pharmaceuticals: Trust owns stock; I am a Trustee Other.
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In a recent preliminary study involving three patients with ibrutinib resistance, sequencing revealed the S707Y mutation in PLCγ2 that we identified in Patient 5 but did not reveal BTK mutations.
“In a recent preliminary study involving three patients with ibrutinib resistance, sequencing revealed the S707Y mutation in PLCγ2 that we identified in Patient 5 in our study but did not reveal BTK mutations.32”
From Resistance Mechanisms for the Bruton's Tyrosine Kinase Inhibitor Ibrutinib (2014) · cites this paper as [32]
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Resistance Mechanisms for the Bruton's Tyrosine Kinase Inhibitor Ibrutinib
Woyach, J. A., Furman, R. R., Liu, T.-M., Ozer, H. G., Zapatka, M., Ruppert, A. S., Xue, L., Li, D. H.-H., Steggerda, S. M., Versele, M., et al. (2014) · New England Journal of Medicine · doi:10.1056/nejmoa1400029 · Cited by 1,275 · see citing works
Outcomes of patients with chronic lymphocytic leukemia after discontinuing ibrutinib
Jain, P., Keating, M. J., Wierda, W. G., Estrov, Z. E., Ferrajoli, A., Jain, N., George, B., James, D. F., Kantarjian, H. M., Burger, J. A., et al. (2015) · Blood · doi:10.1182/blood-2014-09-603670 · Cited by 335 · see citing works
Self-citationKwok, M., Davies, N., Agathanggelou, A., Smith, E., Oldreive, C., Petermann, E., Stewart, G. S., Brown, J., Lau, A., Pratt, G., et al. (2015) · Blood · doi:10.1182/blood-2015-05-644872 · Cited by 281 · see citing works
Cervantes-Gomez, F., Lamothe, B., Woyach, J. A., Wierda, W. G., Keating, M. J., Balakrishnan, K., & Gandhi, V. V. (2015) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-14-2809 · Cited by 222 · see citing works
Self-citationDreger, P., Schetelig, J., Andersen, N. S., Corradini, P., van Gelder, M., Gribben, J. G., Kimby, E. K., Michallet, M., Moreno, C., Stilgenbauer, S., et al. (2014) · Blood · doi:10.1182/blood-2014-07-586826 · Cited by 199 · see citing works
Ibrutinib: A First in Class Covalent Inhibitor of Bruton's Tyrosine Kinase
Davids, M. S., & Brown, J. R. (2014) · Future Oncology · doi:10.2217/fon.14.51 · Cited by 195 · see citing works
Cheng, S.-H., Guo, A., Lu, P., Ma, J., Coleman, M., & Wang, Y.-L. (2014) · Leukemia · doi:10.1038/leu.2014.263 · Cited by 155 · see citing works
Genomic and epigenomic heterogeneity in chronic lymphocytic leukemia
Guièze, R., & Wu, C. J. (2015) · Blood · doi:10.1182/blood-2015-02-585042 · Cited by 147 · see citing works
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Woyach, J. A., & Johnson, A. J. (2015) · Blood · doi:10.1182/blood-2015-03-585075 · Cited by 133 · see citing works
Identification of a structurally novel BTK mutation that drives ibrutinib resistance in CLL
Sharma, S., Galanina, N., Guo, A., Lee, J., Kadri, S., Van Slambrouck, C., Long, B., Wang, W., Ming, M., Furtado, L. V., et al. (2016) · Oncotarget · doi:10.18632/oncotarget.11932 · Cited by 90 · see citing works
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Kater, A. P., Tonino, S. H., Egle, A., & Ramsay, A. G. (2014) · Blood · doi:10.1182/blood-2014-05-578286 · Cited by 61 · see citing works
Targeting Bruton's tyrosine kinase with ibrutinib in B‐cell malignancies
Wang, Y., Zhang, L., Champlin, R., & Ml, W. (2015) · Clinical Pharmacology & Therapeutics · doi:10.1002/cpt.85 · Cited by 60 · see citing works
Targeting the B-cell receptor signaling pathway in B lymphoid malignancies
Buchner, M., & Müschen, M. (2014) · Current Opinion in Hematology · doi:10.1097/moh.0000000000000048 · Cited by 41 · see citing works
Stephens, D. M., & Byrd, J. C. (2021) · Blood · doi:10.1182/blood.2020006783 · Cited by 37 · see citing works
BTK inhibitors in chronic lymphocytic leukemia: a glimpse to the future
Spaargaren, M., de Rooij, M. F. M., Kater, A. P., & Eldering, E. (2014) · Oncogene · doi:10.1038/onc.2014.181 · Cited by 36 · see citing works
Amengual, J. E., Prabhu, S. A., Lombardo, M., Zullo, K. M., Johannet, P. M., Gonzalez, Y., Scotto, L., Serrano, X. O. J., Wei, Y., Duong, J., et al. (2016) · Clinical Cancer Research · doi:10.1158/1078-0432.ccr-16-2022 · Cited by 28 · see citing works
Potential therapeutic role of antagomiR17 for the treatment of chronic lymphocytic leukemia
Dereani, S., Macor, P., D’Agaro, T., Mezzaroba, N., Bo, M. D., Capolla, S., Zucchetto, A., Tissino, E., Poeta, G. D., Zorzet, S., et al. (2014) · Journal of Hematology & Oncology · doi:10.1186/s13045-014-0079-z · Cited by 26 · see citing works
Poon, M., Fox, P. S., Samuels, B. I., O'Brien, S. M., Jabbour, E. J., Hsu, Y., Gulbis, A. M., Korbling, M. J., Champlin, R., Abruzzo, L. V., et al. (2014) · Leukemia & lymphoma/Leukemia and lymphoma · doi:10.3109/10428194.2014.930848 · Cited by 22 · see citing works
Self-citationCuneo, A., Cavazzini, F., Ciccone, M., Daghia, G., Sofritti, O., Saccenti, E., Negrini, M., & Rigolin, G. M. (2014) · Cancer Medicine · doi:10.1002/cam4.226 · Cited by 21 · see citing works
Patel, V. M., Keating, M. J., Wierda, W. G., & Gandhi, V. V. (2015) · Leukemia & lymphoma/Leukemia and lymphoma · doi:10.3109/10428194.2015.1102243 · Cited by 21 · see citing works
Self-citationWoyach, J. A. (2015) · Hematology · doi:10.1182/asheducation-2015.1.355 · Cited by 20 · see citing works
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Badar, T., Burger, J. A., Wierda, W. G., & O'Brien, S. M. (2014) · Expert Review of Hematology · doi:10.1586/17474086.2014.977862 · Cited by 17 · see citing works
Self-citationB cell receptor inhibition as a target for CLL therapy
Jeyakumar, D., & O'Brien, S. M. (2016) · Best Practice & Research Clinical Haematology · doi:10.1016/j.beha.2016.08.004 · Cited by 9 · see citing works
Self-citationThe safety of Bruton’s tyrosine kinase inhibitors for the treatment of chronic lymphocytic leukemia
Tran, P. N., & O'Brien, S. M. (2017) · Expert Opinion on Drug Safety · doi:10.1080/14740338.2017.1344213 · Cited by 9 · see citing works
Self-citationBest Practice & Research Clinical Haematology
Jeyakumar, D., & O'Brien, S. M. (2016) · Cited by 6 · see citing works
Self-citationJain, P., & O'Brien, S. M. (2015) · doi:10.1002/9781118468678.ch13 · Cited by 2 · see citing works
Self-citationTreatment of Chronic Lymphocytic Leukemia and Related Disorders
Borthakur, G. M., & O'Brien, S. M. (2012) · Springer eBooks · doi:10.1007/978-1-4614-3764-2_9 · Cited by 1 · see citing works
Self-citationParadigm shifts in the management of poor-risk chronic lymphocytic leukemia
Innis-Shelton, R. D., Davis, R. S., Lamb, L. S., & Mineishi, S. (2014) · Leukemia & lymphoma/Leukemia and lymphoma · doi:10.3109/10428194.2014.974041
- Authors
- Burger, J. A., Landau, D., Hoellenriegel, J., Sougnez, C., Schlesner, M., Ishaque, N., Brors, B., Keating, M. J., Wierda, W. G., Cibulskis, K., Kantarjian, H. M., O'Brien, S. M., Neuberg, D. S., Zenz, T., Getz, G., & Wu, C. J.
- Affiliations
- The University of Texas MD Anderson Cancer Center (US)
- Yale Cancer Center (US)
- Broad Institute (US)
- German Cancer Research Center (DE)
- Dana-Farber Cancer Institute (US)
- Corresponding author
- Landau, Dan
- Hoellenriegel, Julia
- Sougnez, Carrie
- Schlesner, Matthias
- Ishaque, Naveed
- Brors, Benedikt
- Wierda, William G.
- Cibulskis, Kristian
- Zenz, Thorsten
- Getz, Gad
- ORCID
- Venue
- Blood
- Publisher
- American Society of Hematology
- Published
- 2013-11-15
- Volume
- 122
- Issue
- 21
- Pages
- 866-866
- ISSN
- 0006-4971 (ISSN-L)
- 1528-0020
- OpenAlex
- W2267257595
- Cited by
- 29
- References
- 0
- Citations by year
- 2021: 1 · 2017: 2 · 2016: 4 · 2015: 9 · 2014: 12 · 2012: 1
- FWCI
- 4.10
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Blood (publishedVersion)
- OPUS (Augsburg University) (submittedVersion)
- Topics
- Health Sciences › Medicine › Genetics › Chronic Lymphocytic Leukemia Research
- Health Sciences › Medicine › Pathology and Forensic Medicine › Lymphoma Diagnosis and Treatment
- Health Sciences › Medicine › Hematology › Acute Myeloid Leukemia Research
- Keywords
- chronic lymphocytic leukemia, ibrutinib, BTK inhibitor resistance, clonal evolution, somatic mutations, TP53 deletion, del(13q), trisomy 12, del(11q), copy number alterations, relapsed/refractory CLL, Richter transformation, B cell receptor signaling, targeted therapy resistance
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