Efficacy of Pirtobrutinib Monotherapy in Treatment-Naïve Chronic Lymphocytic Leukemia: A Bayesian Network Meta-Analysis of Randomized Controlled Trials
Simple Summary
Abstract
1. Introduction
2. Materials and Methods
2.1. Systematic Literature Review
2.2. Statistical Analysis
2.3. Model Fit and Diagnostic Assessment
2.4. Post Hoc Analyses
3. Results
3.1. Search Results
3.2. Networks of Eligible Studies
3.3. Model Fit and Diagnostic Assessment
3.4. Overall Response Rate: Network 1
3.5. PFS of Network 1
3.6. Post Hoc Analysis—Connected Network: ORR
3.7. Post Hoc Analysis—Connected Network: PFS
4. Discussion
5. Conclusions
Supplementary Materials
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Acknowledgments
Conflicts of Interest
Abbreviations
| BCL2i | B-cell lymphoma 2 inhibitor |
| BR | Bendamustine + rituximab |
| BTKi | Bruton tyrosine kinase inhibitor |
| cBTKi | Covalent Bruton tyrosine kinase inhibitor |
| CI | Confidence interval |
| CLB | Chlorambucil |
| CLL | Chronic lymphocytic leukemia |
| CrI | Credible interval |
| DIC | Deviance Information Criterion |
| DSU | Decision Support Unit |
| EBM | Evidence-based Medicine |
| FCR | Fludarabine + cyclophosphamide + rituximab |
| HR | Hazard ratio |
| IRC | Independent review committee |
| MAIC | Matching-adjusted indirect comparison |
| MCMC | Markov Chain Monte Carlo |
| NCCN | National Comprehensive Cancer Network |
| NICE | National Institute for Health and Care Excellence |
| NMA | Network meta-analysis |
| OR | Odds ratio |
| ORR | Overall response rate |
| PFS | Progression-free survival |
| PRISMA | Preferred Reporting Items for Systematic reviews and Meta-Analyses |
| RCT | Randomized controlled trial |
| RE | Random effects |
| SLL | Small lymphocytic lymphoma |
| SUCRA | Surface under the cumulative ranking curve |
References
- The Surveillance, Epidemiology, and End Results (SEER) National Cancer Institute. Leukemia—Chronic Lymphocytic Leukemia (CLL). 2025. Available online: https://seer.cancer.gov/statfacts/html/clyl.html (accessed on 14 November 2025).
- Ko, B.-S.; Chen, L.-J.; Huang, H.-H.; Chen, H.-M.; Hsiao, F.-Y. Epidemiology, treatment patterns and survival of chronic lymphocytic leukaemia/small lymphocytic lymphoma (CLL/SLL) in Taiwan, 2006–2015. Int. J. Clin. Pr. 2021, 75, e14258. [Google Scholar] [CrossRef]
- Kim, H.-O. BTK inhibitors and next-generation BTK-targeted therapeutics for B-cell malignancies. Arch. Pharmacal Res. 2025, 48, 426–449. [Google Scholar] [CrossRef]
- Patel, K.; Pagel, J.M. Current and future treatment strategies in chronic lymphocytic leukemia. J. Hematol. Oncol. 2021, 14, 69. [Google Scholar] [CrossRef] [PubMed]
- Bose, P.; Gandhi, V. Recent therapeutic advances in chronic lymphocytic leukemia. F1000Research 2017, 6, 1924. [Google Scholar] [CrossRef]
- Shadman, M. Diagnosis and Treatment of Chronic Lymphocytic Leukemia: A Review. JAMA 2023, 329, 918–932. [Google Scholar] [CrossRef]
- Wierda, W.G.; Brown, J.; Abramson, J.S.; Awan, F.; Bilgrami, S.F.; Bociek, G.; Brander, D.; Cortese, M.; Cripe, L.; Davis, R.S.; et al. Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma, Version 2.2024, NCCN Clinical Practice Guidelines in Oncology. J. Natl. Compr. Cancer Netw. 2024, 22, 175–204. [Google Scholar] [CrossRef] [PubMed]
- Yang, K.; Challagulla, S.; Chuang, P.-Y.; Furnback, W.; Ailawadhi, S. Real-world treatment utilization patterns, discontinuation and healthcare resource utilization of first-line (1L) bruton tyrosine kinase inhibitor (BTKi) therapy in chronic lymphocytic leukemia (CLL): Age-related disparity. J. Clin. Oncol. 2025, 43, e19033. [Google Scholar] [CrossRef]
- Sharman, J.P.; Munir, T.; Grosicki, S.; Roeker, L.E.; Burke, J.M.; Chen, C.I.; Grzasko, N.; Follows, G.; Mátrai, Z.; Sanna, A.; et al. Phase III Trial of Pirtobrutinib Versus Idelalisib/Rituximab or Bendamustine/Rituximab in Covalent Bruton Tyrosine Kinase Inhibitor-Pretreated Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma (BRUIN CLL-321). J. Clin. Oncol. 2025, 43, 2538–2549. [Google Scholar] [CrossRef]
- Woyach, J.A.; Qiu, L.; Grosicki, S.; Wrobel, T.; Capra, M.; Czyz, J.; Yi, S.; Eom, K.S.; Panovska, A.; Jurczak, W.; et al. Pirtobrutinib Versus Ibrutinib in Treatment-Naive and Relapsed/Refractory Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma. J. Clin. Oncol. 2025, JCO2502477. [Google Scholar] [CrossRef] [PubMed]
- Jurczak, W.; Kwiatek, M.; Czyz, J.; de Mattos, E.R.; Eom, K.; Egle, A.; Panovská, A.; Grudeva-Popova, Z.; Shih, H.-J.; Montero, L.F.C.; et al. Pirtobrutinib vs bendamustine plus rituximab (BR) in patients with CLL/SLL: First results from a randomized phase III study Examining a non-covalent BTK inhibitor in untreated patients. J. Clin. Oncol. 2025. [Google Scholar] [CrossRef]
- Page, M.J.; Moher, D.; Bossuyt, P.M.; Boutron, I.; Hoffmann, T.C.; Mulrow, C.D.; Shamseer, L.; Tetzlaff, J.M.; Akl, E.A.; Brennan, S.E.; et al. PRISMA 2020 explanation and elaboration: Updated guidance and exemplars for reporting systematic reviews. BMJ 2021, 372, n160. [Google Scholar] [CrossRef] [PubMed]
- Page, M.J.; McKenzie, J.E.; Bossuyt, P.M.; Boutron, I.; Hoffmann, T.C.; Mulrow, C.D.; Shamseer, L.; Tetzlaff, J.M.; Akl, E.A.; Brennan, S.E.; et al. The PRISMA 2020 statement: An updated guideline for reporting systematic reviews. BMJ 2021, 372, n71. [Google Scholar] [CrossRef]
- NICE. Appendix C: Methodology Checklist: Randomised Controlled Trials. 2012. Available online: https://www.nice.org.uk/process/pmg6/resources/the-guidelines-manual-appendices-bi-2549703709/chapter/appendix-c-methodology-checklist-randomised-controlled-trials#checklist-2 (accessed on 3 December 2025).
- Dias, S.; Welton, N.J.; Sutton, A.J.; Ades, A.E. NICE DSU Technical Support Document 2: A Generalised Linear Modelling Framework for Pairwise and Network Meta-Analysis of Randomised Controlled Trials; University of Sheffield: Sheffield, UK, 2011; Available online: https://sheffield.ac.uk/nice-dsu/tsds/evidence-synthesis (accessed on 30 November 2025).
- Woods, B.S.; Hawkins, N.; Scott, D.A. Network meta-analysis on the log-hazard scale, combining count and hazard ratio statistics accounting for multi-arm trials: A tutorial. BMC Med. Res. Methodol. 2010, 10, 54. [Google Scholar] [CrossRef] [PubMed]
- Rucker, G.; Schwarzer, G. Ranking treatments in frequentist network meta-analysis works without resampling methods. BMC Med. Res. Methodol. 2015, 15, 58. [Google Scholar] [CrossRef]
- Salanti, G.; Ades, A.E.; Ioannidis, J.P. Graphical methods and numerical summaries for presenting results from multiple-treatment meta-analysis: An overview and tutorial. J. Clin. Epidemiol. 2011, 64, 163–171. [Google Scholar] [CrossRef]
- Carlin, B.P.; Louis, T.A. Bayesian Methods for Data Analysis. In Psychometrika, 3rd ed.; Cambridge University Press: Cambridge, UK, 2008. [Google Scholar]
- Salanti, G.; Nikolakopoulou, A.; Efthimiou, O.; Mavridis, D.; Egger, M.; White, I.R. Introducing the Treatment Hierarchy Question in Network Meta-Analysis. Am. J. Epidemiol. 2022, 191, 930–938. [Google Scholar] [CrossRef]
- Plummer, M.; Stukalov, A.; Denwood, M. rjags: Bayesian Graphical Models Using MCMC. 2025. Available online: https://cran.r-project.org/web/packages/rjags/index.html (accessed on 12 December 2025).
- Eichhorst, B.; Niemann, C.U.; Kater, A.P.; Furstenau, M.; von Tresckow, J.; Zhang, C.; Robrecht, S.; Gregor, M.; Juliusson, G.; Thornton, P.; et al. First-Line Venetoclax Combinations in Chronic Lymphocytic Leukemia. N. Engl. J. Med. 2023, 388, 1739–1754. [Google Scholar] [CrossRef]
- Brown, J.R.; Seymour, J.F.; Jurczak, W.; Aw, A.; Wach, M.; Illes, A.; Tedeschi, A.; Owen, C.; Skarbnik, A.P.; Lysak, D.; et al. Fixed-Duration Acalabrutinib Plus Venetoclax with or without Obinutuzumab Versus Chemoimmunotherapy for First-Line Treatment of Chronic Lymphocytic Leukemia: Interim Analysis of the Multicenter, Open-Label, Randomized, Phase 3 AMPLIFY Trial. Blood 2024, 144, 1009. [Google Scholar] [CrossRef]
- Brown, J.R.; Seymour, J.F.; Jurczak, W.; Aw, A.; Wach, M.; Illes, A.; Tedeschi, A.; Owen, C.; Skarbnik, A.; Lysak, D.; et al. Fixed-Duration Acalabrutinib Combinations in Untreated Chronic Lymphocytic Leukemia. N. Engl. J. Med. 2025, 392, 748–762. [Google Scholar] [CrossRef] [PubMed]
- Shadman, M.; Munir, T.; Robak, T.; Brown, J.R.; Kahl, B.S.; Ghia, P.; Giannopoulos, K.; Simkovic, M.; Osterborg, A.; Laurenti, L.; et al. Zanubrutinib Versus Bendamustine and Rituximab in Patients with Treatment-Naive Chronic Lymphocytic Leukemia/Small Lymphocytic Lymphoma: Median 5-Year Follow-Up of SEQUOIA. J. Clin. Oncol. 2025, 43, 780–787. [Google Scholar] [CrossRef]
- Tam, C.S.; Brown, J.R.; Kahl, B.S.; Ghia, P.; Giannopoulos, K.; Jurczak, W.; Simkovic, M.; Shadman, M.; Osterborg, A.; Laurenti, L.; et al. Zanubrutinib versus bendamustine and rituximab in untreated chronic lymphocytic leukaemia and small lymphocytic lymphoma (SEQUOIA): A randomised, controlled, phase 3 trial. Lancet Oncol. 2022, 23, 1031–1043. [Google Scholar] [CrossRef]
- Woyach, J.A.; Burbano, G.P.; Ruppert, A.S.; Miller, C.; Heerema, N.A.; Zhao, W.; Wall, A.; Ding, W.; Bartlett, N.L.; Brander, D.M.; et al. Follow-up from the A041202 study shows continued efficacy of ibrutinib regimens for older adults with CLL. Blood 2024, 143, 1616–1627. [Google Scholar] [CrossRef] [PubMed]
- Woyach, J.A.; Ruppert, A.S.; Heerema, N.A.; Zhao, W.; Booth, A.M.; Ding, W.; Bartlett, N.L.; Brander, D.M.; Barr, P.M.; Rogers, K.A.; et al. Ibrutinib Regimens versus Chemoimmunotherapy in Older Patients with Untreated CLL. N. Engl. J. Med. 2018, 379, 2517–2528. [Google Scholar] [CrossRef]
- Barr, P.M.; Owen, C.; Robak, T.; Tedeschi, A.; Bairey, O.; Burger, J.A.; Hillmen, P.; Coutre, S.E.; Dearden, C.; Grosicki, S.; et al. Up to 8-year follow-up from RESONATE-2: First-line ibrutinib treatment for patients with chronic lymphocytic leukemia. Blood Adv. 2022, 6, 3440–3450. [Google Scholar] [CrossRef]
- Sharman, J.P.; Egyed, M.; Jurczak, W.; Skarbnik, A.; Pagel, J.M.; Flinn, I.W.; Kamdar, M.; Munir, T.; Walewska, R.; Corbett, G.; et al. Acalabrutinib with or without obinutuzumab versus chlorambucil and obinutuzmab for treatment-naive chronic lymphocytic leukaemia (ELEVATE TN): A randomised, controlled, phase 3 trial. Lancet 2020, 395, 1278–1291. [Google Scholar] [CrossRef]
- Fischer, K.; Al-Sawaf, O.; Bahlo, J.; Fink, A.M.; Tandon, M.; Dixon, M.; Robrecht, S.; Warburton, S.; Humphrey, K.; Samoylova, O.; et al. Venetoclax and Obinutuzumab in Patients with CLL and Coexisting Conditions. N. Engl. J. Med. 2019, 380, 2225–2236. [Google Scholar] [CrossRef]
- Goede, V.; Fischer, K.; Busch, R.; Engelke, A.; Eichhorst, B.; Wendtner, C.M.; Chagorova, T.; de la Serna, J.; Dilhuydy, M.S.; Illmer, T.; et al. Obinutuzumab plus chlorambucil in patients with CLL and coexisting conditions. N. Engl. J. Med. 2014, 370, 1101–1110. [Google Scholar] [CrossRef]
- Shadman, M.; Yang, K.; Xu, S.; Williams, R.; Munir, T. A network meta-analysis (NMA) of efficacy of Zanubrutinib versus fixed-duration acalabrutinib plus venetoclax in treatment-naïve (TN) chronic lymphocytic leukemia (CLL). J. Clin. Oncol. 2025, 43, e19031. [Google Scholar] [CrossRef]
- Le, H.; Ryan, K.; Wahlstrom, S.K.; Maculaitis, M.C.; Will, O.; Mulvihill, E.; LeBlanc, T.W. Oncologist and Patient Preferences for Novel Agents in First-Line Treatment for Chronic Lymphocytic Leukemia: Commonalities and Disconnects. Patient Prefer. Adherence 2021, 15, 99–110. [Google Scholar] [CrossRef] [PubMed]




| Arm 1 | Arm 2 | Arm 3 | Del17(p), % | TP53, % | Unmutated IGHV, % | Male, % | Median Age, Years | Median Follow-Up, Months | |
|---|---|---|---|---|---|---|---|---|---|
| Arm 1/Arm 2/Arm 3 | |||||||||
| Network 1 | |||||||||
| BRUIN CLL 314/20030 [10] | Pirtobrutinib a | Ibrutinib a | -- | 11.7/13.6 | 11.6/20.2 | 58.6/58.1 | 60.7/62.8 | 67/67 | 22.4 |
| BRUIN CLL 313/20023 [11] | Pirtobrutinib a | Bendamustine + Rituximab (BR) a | 2.1/4.1 | 8.0/10.1 | 56.7/56.7 | 58.9/63.8 | 65/66 | 28 | |
| SEQUOIA [25,26] | Zanubrutinib a | Bendamustine + Rituximab (BR) a | -- | 0.1/0.0 | 6.5/5.8 | 53.4/53.0 | 63.9/60.5 | 70/70 | 61.2 |
| Alliance A041202 [27,28] | Ibrutinib a | BR b | Ibrutinib + Rituximab c | 5.0/7.7 | 8.9/9.2 | 63.1/57.7 | 67.6/65.0 | 71/70 | 55.0 |
| RESONATE-2 [29] | Ibrutinib a | Chlorambucil (CLB) b | -- | 0.0/0.0 | 8.9/3.2 | 57.4/58.2 | 64.7/60.9 | 73/72 | 88.5 |
| Network 2 | |||||||||
| GAIA-CLL13 [22] | Venetoclax d + Obinutuzumab b | Ibrutinib h + Venetoclax d + Obinutuzumab b | Fludarabine + Cyclophosphamide + Rituximab (FCR)/BR b | 0.0/0.0/0.0 | 0.0/0.0/0.0 | 57.0/53.2/57.2 | 74.7/68.4/71.2 | 62/60/61 | 38.8 |
| AMPLIFY [23,24] | Acalabrutinib g + Venetoclax d | Acalabrutinib g + Venetoclax d + Obinutuzumab b | FCR/BR b | 0.0/0.0/0.0 | 0.0/0.0/0.0 | 57.4/59.1/59.3 | 61.2/69.2/63.1 | 61/61/61 | 40.8 |
| ELEVATE-TN [30] | Acalabrutinib a | Acalabrutinib a + Obinutuzumab e | CLB b + Obinutuzumab e | 8.9/9.5/9.0 | 10.6/11.7 | 66.5/57.5/65.5 | 62.0/62.0/59.9 | 70/70/71 | 28.3 |
| CLL14 [31] | Venetoclax d + Obinutuzumab b | CLB d + Obinutuzumab b | -- | 8.1/6.7 | 11.1/8.3 | 60.5/59.1 | 67.6/66.2 | 72/71 | 76.4 |
| GLOW [32] | Ibrutninib f + Venetoclax d | CLB + Obinutuzumab b | -- | 0.0/0.0 | 6.6/1.9 | 67.7/62.0 | 55.7/60.0 | 71/71 | 46.0 |
| Trial | Selection Bias | Performance Bias | Attrition Bias | Detection Bias |
|---|---|---|---|---|
| BRUIN CLL314/20030 | Low risk of bias | High risk of bias | Low risk of bias | Low risk of bias |
| BRUIN CLL313/20023 | Low risk of bias | High risk of bias | Low risk of bias | Low risk of bias |
| SEQUOIA | Low risk of bias | High risk of bias | Low risk of bias | Low risk of bias |
| Alliance A041202 | Unclear/unknown risk of bias | High risk of bias | Low risk of bias | Unclear/unknown risk of bias |
| RESONATE-2 | Low risk of bias | High risk of bias | High risk of bias | Low risk of bias |
| GAIA–CLL13 | Low risk of bias | High risk of bias | Low risk of bias | Unclear/unknown risk of bias |
| ELEVATE-TN | Low risk of bias | High risk of bias | Low risk of bias | High risk of bias |
| CLL14 | Low risk of bias | High risk of bias | Low risk of bias | Unclear/unknown risk of bias |
| GLOW | Low risk of bias | High risk of bias | High risk of bias | Low risk of bias |
| AMPLIFY | Low risk of bias | High risk of bias | Low risk of bias | Low risk of bias |
| Intervention | ORR Network 1 | PFS Network 1 | ORR Connected Network: Post Hoc a | PFS Connected Network: Post Hoc a | ||||
|---|---|---|---|---|---|---|---|---|
| SUCRA | p-Score | SUCRA | p-Score | SUCRA | p-Score | SUCRA | p-Score | |
| Pirtobrutinib | 96.9% | 0.891 | 97.7% | 0.913 | 67.2% | 0.015 | 86.5% | 0.187 |
| Ibrutinib | 66.5% | 0.041 | 54.3% | 0.003 | 38.4% | 0.000 | 51.2% | 0.000 |
| Acalabrutinib | --- | --- | --- | --- | 54.6% | 0.000 | 72.4% | 0.003 |
| Zanubrutinib | 61.5% | 0.067 | 73.0% | 0.084 | 34.0% | 0.000 | 66.5% | 0.005 |
| Acalabrutinib+ Obinutuzumab | --- | --- | --- | --- | 87.7% | 0.181 | 99.7% | 0.795 |
| Acalabrutinib + Venetoclax | --- | --- | --- | --- | 61.0% | 0.004 | 27.8% | 0.000 |
| Acalabrutinib + Venetoclax-Obinutuzumab | --- | --- | --- | --- | 60.1% | 0.004 | --- | --- |
| Venetoclax + Obinutuzumab | --- | --- | --- | --- | 69.5% | 0.004 | 42.2% | 0.000 |
| Ibrutinib + Venetoclax | --- | --- | --- | --- | 40.3% | 0.001 | 68.5% | 0.007 |
| Ibrutinib + Venetoclax + Obinutuzumab | --- | --- | --- | --- | 96.4% | 0.790 | 59.9% | 0.003 |
| Bendamustine + Rituximab (BR) | 25.0% | 0.000 | 25.0% | 0.000 | 9.9% | 0.000 | 8.5% | 0.000 |
| Chlorambucil (CLB) | 0.0% | 0.000 | 0.0% | 0.000 | 0.0% | 0.000 | 0.0% | 0.000 |
| CLB + Obinutuzumab | --- | --- | --- | --- | 30.9% | 0.000 | 19.8% | 0.000 |
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Share and Cite
Eyre, T.A.; Hess, L.M.; Masoudi, E.; Jen, M.-H.; Abhyankar, S.; Graham-Clarke, P.L.; Bhandari, N.R.; Maguire, P.; Winfree, K.B.; Tracey, M.; et al. Efficacy of Pirtobrutinib Monotherapy in Treatment-Naïve Chronic Lymphocytic Leukemia: A Bayesian Network Meta-Analysis of Randomized Controlled Trials. Cancers 2026, 18, 660. https://doi.org/10.3390/cancers18040660
Eyre TA, Hess LM, Masoudi E, Jen M-H, Abhyankar S, Graham-Clarke PL, Bhandari NR, Maguire P, Winfree KB, Tracey M, et al. Efficacy of Pirtobrutinib Monotherapy in Treatment-Naïve Chronic Lymphocytic Leukemia: A Bayesian Network Meta-Analysis of Randomized Controlled Trials. Cancers. 2026; 18(4):660. https://doi.org/10.3390/cancers18040660
Chicago/Turabian StyleEyre, Toby A., Lisa M. Hess, Ehsan Masoudi, Min-Hua Jen, Sarang Abhyankar, Peita L. Graham-Clarke, Naleen Raj Bhandari, Peter Maguire, Katherine B. Winfree, Marsha Tracey, and et al. 2026. "Efficacy of Pirtobrutinib Monotherapy in Treatment-Naïve Chronic Lymphocytic Leukemia: A Bayesian Network Meta-Analysis of Randomized Controlled Trials" Cancers 18, no. 4: 660. https://doi.org/10.3390/cancers18040660
APA StyleEyre, T. A., Hess, L. M., Masoudi, E., Jen, M.-H., Abhyankar, S., Graham-Clarke, P. L., Bhandari, N. R., Maguire, P., Winfree, K. B., Tracey, M., Taipale, K.-L., & Davids, M. S. (2026). Efficacy of Pirtobrutinib Monotherapy in Treatment-Naïve Chronic Lymphocytic Leukemia: A Bayesian Network Meta-Analysis of Randomized Controlled Trials. Cancers, 18(4), 660. https://doi.org/10.3390/cancers18040660

