With current chemotherapy regimens, overall survival (OS) for children and young adults with T-cell acute lymphoblastic leukemia (T-ALL) and precursor B-cell ALL patients are similar.1 This often requires more intensive upfront therapy since outcomes for relapsed T-ALL patients are still dismal. Therefore, current research focuses on prevention of relapse by improving risk stratification and enhancing response to frontline treatment including novel agents.2 Based on encouraging results with the proteasome inhibitor (PI) bortezomib (BTZ) in relapsed ALL,3,4,5 the Children’s Oncology Group (COG) conducted a phase III randomized trial (COG-AALL1231; clinicaltrials gov. Identifier: NCT02112916) in newly diagnosed T-ALL patients to investigate whether addition of BTZ could improve event-free survival (EFS).6 Patients were randomized to receive four doses of BTZ during induction and delayed intensification phases (arm-B: aBFM+BTZ) or not (arm-A: aBFM) on an augmented Berlin-Frankfurt-Munster (aBFM) backbone. Previous studies have shown that increased ratios of immunoproteasome (iP), consisting of the catalytic β1i, β2i, and β5i subunits, over constitutive proteasome (cP) subunits (β1, β2, and β5), are associated with BTZ-sensitivity.7,8,9 A formal correlative objective of the trial was to identify subgroups of patients within COG-AALL1231 that benefited from treatment with BTZ-containing chemotherapy. This study identified increased iP and decreased cP levels being associated with improved survival in patients receiving aBFM+BTZ.
Ninety-nine prospectively collected cryopreserved pre-treatment peripheral blood (PB) samples were available from standard and intermediate risk T-ALL patients enrolled in the COG-AALL1231 after obtaining written informed consent. The study has been performed according to the Declaration of Helsinki and assent, as appropriate, were obtained in accordance with the US National Cancer Institute. The study was approved by the relevant COG committees, CTEP, and the pediatric central institutional review board in accordance with institutional policies for human subjects’ research. Patients characteristics are presented in Table 1. We used minimal residual disease (MRD) at end of induction therapy (measured using flow cytometry, cutoff 0.01%), and EFS (relapse and death as events) as treatment response parameters. Of these patients, based on cellular protein yields, 91 samples were available for baseline proteasome subunit expression analysis and 88 samples for proteasome subunit catalytic activity analysis.
We measured the subunit-specific iP proteolytic activity using subunit-specific fluorogenic 7-amino-4-methyl coumarin (AMC) substrates (Ac-ANW-AMC for β5i and Ac-PALAMC for β1i) in protein extracts of PB samples as described previously.10 The fluorescent reaction product AMC was measured every 5 minutes over 2 hours. We calculated the linear slopes based on the reaction product formation depicted as fluorescent units per minute (FU/min). For 51 of 88 samples both β1i and β5i catalytic activities could be measured. A strong correlation was observed between β1i and β5i activity (R=0.95; P<0.0001) (Online Supplementary Figure S1A). For 37 samples, solely β5i activity was measured due to limitations in patient material.
In previous in vitro studies we reported a downregulation of iP activity in PI-resistant acute leukemia cells,10 which corresponds to our current finding of lower β5i activity in BTZ-treated MRD-positive patients compared to MRD-negative patients who were treated with BTZ (median 8.1 vs. 12.4 FU/min, respectively; Mann-Whitney-U P=0.02; Figure 1A). While the global β5i-activity was higher in the aBFM arm compared to the aBFM+BTZ arm, this association between β5i activity and MRD was not found in patients who did not receive BTZ (Figure 1B; P=not significant [NS]). In addition, aBFM+BTZ treated patients with high β5i activity (>5 FU/min based on Max-Stat analysis of the BTZ-treatment arm) had a better EFS (4-year EFS: 100%) compared to patients with low β5i activity (4-year EFS: 71.4±17%, log-rank P=0.0012; Figure 1C). β5i activity was not associated with EFS in patients who did not receive BTZ (Online Supplementary Figure S1B; P=NS). Moreover, the 4-year EFS was significantly better in patients with high iP activity (β5i>5) treated in the aBFM+BTZ arm compared to the aBFM arm (100% vs. 78±7% respectively; P=0.013; Figure 1D).
Next to iP subunit activity, we also determined proteasome subunit expression levels since previous studies reported a downregulation of iP and an upregulation of cP subunit expression in PI-resistant acute leukemia cells.7,1 1 Since β5(i) and β1(i) constitute the primary subunits targeted by BTZ, this current study focuses on those subunits. We determined baseline proteasome subunit expression (iP and cP) by western blot as described previously.8 Fifteen of 91 samples, with sufficient protein yields, were excluded due to insufficient β-actin signal (<2x background). The 76 samples included in our analyses were normalized to b-actin and calculated relative to the subunit expression of a human T-ALL cell line CCRF-CEM (CEM-wild-type) protein sample to correct for variation between blots. aBFM+BTZ treated patients with low cP expression (b1<1.2 or b5<0.6) demonstrated a 4-year EFS of 100%, which was significantly better compared to patients with high b1 (79±13%; P=0.0038) or high b5 (83±11%; P=0.012) expression (Figure 2A, B).
Figure 1.Baseline b5i activity in primary T-cell acute lymphoblastic leukemia patient samples. (A, B) On the y-axis b5i activity is shown as fluorescent units/minute (FU/min). Differences are depicted between minimal residual disease (MRD), MRD-negative (<0.01%, green) and MRD-positive (≥0.01%, red), after end of induction in (A) patients receiving augmented Berlin-Frankfurt-Munster plus bortezomib (aBFM+BTZ) therapy and (B) patients receiving aBFM alone. (C, D) Event-free survival (EFS) in patients (C) receiving aBFM+BTZ stratified by b5i activity (D) patients with a high b5i (> 5 FU/min), stratified by treatment arm (aBFM+BTZ vs. aBFM). The late event after 4 years is not a relapse, but off-therapy death.
In previous relapsed ALL COG-AALL07P1 and AML COG-AAML07P1 trials,8,9 the ratios of iP/cP expression correlated with ex vivo PI-sensitivity and were an indicator of sensitivity to BTZ-containing re-induction chemotherapy. This was also found in the current study by an improved EFS in patients with high iP/cP ratios (P=0.003 for b1i/b1-ratio and P=0.00013 for b5i/b5-ratio; Online Supplementary Figure S2A, B), with two of four of the patients with low b5i/b5-ratio having an event, versus only one of 26 of the patients with a high b5i/b5-ratio. Of note, this ratio was mainly determined by the cP expression for b5, since b5i expression was relatively low in all patient samples (Online Supplementary Figure S2E).
Patients in the aBFM+BTZ arm with low cP expression (b1<1.2; b5<0.6) had a significantly better 4-year EFS (100%) compared to patients with low cP expression in the aBFM arm without BTZ-treatment (b1<1.2; EFS 72±11%; P=0.010; or b5<0.6; EFS 69±12%; P=0.012; Figure 2C, D). Moreover, patients with high β1i/β1-ratio treated in the aBFM+BTZ arm demonstrated an improved EFS compared to patients in the aBFM arm without BTZ-treatment (P=0.013; Online Supplementary Figure S2C). For the β5i/β5-ratio this did not reach statistical significance (P=0.058; Online Supplementary Figure S2D) probably due to the late event after 4 years (off-therapy death). Overall, these data of proteasome subunits expressions indicates that patients with low cP expression (and thereby high iP/cP ratios) in the aBFM+BTZ arm benefited from the addition of BTZ. Since mechanistically suppression of NFκB activation can increase response to PI,3 we assessed NFκB inhibition in 45 samples both before therapy and 24 hours post BTZ-administration by enzyme-linked immunosorbant assay, as described previously.3 Indeed, a significant suppression of NFκB activity was noted in the aBFM+BTZ arm, and not in the aBFM arm (Online Supplementary Figure S3).
Figure 2.Proteasome subunit expression and event-free survival. (A, B) Event-free survival (EFS) in patients of the augmented Berlin-Frankfurt-Munster plus bortezomib (aBFM+BTZ) group stratified by low versus high subunit expression: (A) β1 expression, (B) β5 expression. The late event after 4 years is not a relapse, but off-therapy death. (C, D) EFS in patients with low constitutive proteasome (cP) expression stratified by treatment arm for patients with (C) β1 expression <1.2, and (D) β5 expression <0.6.
While there was no statistically significant benefit from BTZ-containing therapy in the overall COG-AALL1231 T-ALL trial cohort,6 this study identified a subgroup of patients with low cP and high iP that benefitted from BTZ. Our proteasome subunit expression data and activity analysis in this newly diagnosed T-ALL pediatric patients treated on COG-AALL1231 confirm the results of previous studies that high iP (activity and expression) and low cP (expression) correlated with better BTZ-response.8,9 Moreover, MRD-negative BTZ patients also demonstrated significantly higher baseline β5i activity compared to MRD-positive patients. Lastly, patients with low cP expression and high iP/ cP ratio’s demonstrated better EFS. From this perspective, it is interesting to speculate whether patients with high iP activity, low cP expression, and high iP/cP ratios from the non-BTZ aBFM arm might have benefited from BTZ treatment realizing that these patients had a significantly worse EFS compared to patients receiving BTZ. Interestingly, COG-AALL1231 T-cell lymphoma cohort patients showed an improvement in EFS and OS for BTZ-containing therapy6 and is now considered standard of care in some countries. For T-cell lymphoma research, proteasome subunits are currently being investigated to potentially distinguish responders from non-responders.
This study is based on PB samples, where blast percentages could vary. While blast percentages where equally distributed (Table 1), as an additional check we re-analyzed the data to see whether lower blast percentages in some of the patient samples may have influenced the results, which did not prove to be the case.
Limitations of this study are the relatively low number of patient samples and the limited sensitivity of iP protein expression measurements. The semi-quantitative western blot measurements of proteasome subunits required internal controls such as β-actin and a reference cell line to correct for inter-blot differences, and activity experiments rely on accurate protein concentration measurements. Therefore, other quantitative techniques, such as ProCISE or activity-based probes, to accurately quantify the fraction of cP and iP subunits, are probably more suitable for implementation in a prospective clinical setting.9,12,13 In our study, we could not use ProCISE as this technique requires large cell numbers, for which our samples sizes were too small. Based on our study we cannot conclude whether the measured subunits were possibly part of hybrid proteasomes, which have been described to occur.7,14
Despite these limitations, there are various mechanistic studies supporting our findings, e.g., β5i-knockdown diminishes PI-sensitivity, while by interferon-y upregulation of |35i or |35-knockdown increases sensitivity.15,16 Moreover, inhibition of normal function of iP e.g., blocks presentation of MHC class I ligands, provokes accumulation of harmful protein aggregates and impairs activation of NFKB, the transcription factor for pro-survival genes and inflammatory cytokines.17 In this study, suppression of NFKB activity was observed within 24 hours after BTZ-administration.
Together, our results confirm that high iP and low cP correlate with BTZ-response and patients from the COGAALL1231 trial harboring these subunit levels benefited from BTZ-containing therapy. Individualized treatment selection based on iP subunit data may show added value of BTZ for these well-defined subsets of T-ALL patients.
Table 1.Patient characteristics (N=99).
Footnotes
- Received June 27, 2024
- Accepted January 17, 2025
Correspondence
Disclosures
JC received speakers fee from Astellas; and his institute receives royalties from Navigate and BD Biosciences as well as research funding from Takeda, Genentech and Novartis. DTT received research funding from BEAM Therapeutics, NeoImmune Tech and serves on advisory boards for BEAM Therapeutics, Janssen, Servier, Sobi, and Jazz. DTT has multiple patents pending on CAR T-cell therapies.
Contributions
Funding
The study was supported by NIH grants U10CA180886, U10CA180899, U24CA196173, R01CA193776 (to DTT and TMH), U10CA18099, U24CA114766, X01HD100702 (to DTT), the Leukemia and Lymphoma Society (to DTT), R03CA256550 (to DTT), and R01CA264837 (to TMH and DTT). TMH received research funding from Takeda Pharmaceuticals. This work was further supported by a grant from the Egbers Foundation (to JC).
References
- Teachey DT, Pui CH. Comparative features and outcomes between paediatric T-cell and B-cell acute lymphoblastic leukaemia. Lancet Oncol. 2019; 20(3):e142-e154. Google Scholar
- Patel J, Gao X, Wang H. An update on clinical trials and potential therapeutic strategies in T-cell acute lymphoblastic leukemia. Int J Mol Sci. 2023; 24(8):7201. Google Scholar
- Horton TM, Whitlock JA, Lu X. Bortezomib reinduction chemotherapy in high-risk ALL in first relapse: a report from the Children’s Oncology Group. Br J Haematol. 2019; 186(2):274-285. Google Scholar
- Messinger YH, Gaynon PS, Sposto R. Bortezomib with chemotherapy is highly active in advanced B-precursor acute lymphoblastic leukemia: Therapeutic Advances in Childhood Leukemia and Lymphoma (TACL) study. Blood. 2012; 120(2):285-290. Google Scholar
- Bertaina A, Vinti L, Strocchio L. The combination of bortezomib with chemotherapy to treat relapsed/refractory acute lymphoblastic leukaemia of childhood. Br J Haematol. 2017; 176(4):629-636. Google Scholar
- Teachey DT, Devidas M, Wood BL. Children’s Oncology Group Trial AALL1231: a phase III clinical trial testing bortezomib in newly diagnosed T-cell acute lymphoblastic leukemia and lymphoma. J Clin Oncol. 2022; 40(19):2106-2118. Google Scholar
- Cloos J, Roeten MS, Franke NE. (Immuno)proteasomes as therapeutic target in acute leukemia. Cancer Metastasis Rev. 2017; 36(4):599-615. Google Scholar
- Niewerth D, Kaspers GJ, Jansen G. Proteasome subunit expression analysis and chemosensitivity in relapsed paediatric acute leukaemia patients receiving bortezomib-containing chemotherapy. J Hematol Oncol. 2016; 9(1):82. Google Scholar
- Niewerth D, Franke NE, Jansen G. Higher ratio immune versus constitutive proteasome level as novel indicator of sensitivity of pediatric acute leukemia cells to proteasome inhibitors. Haematologica. 2013; 98(12):1896-1904. Google Scholar
- Roeten MSF, van Meerloo J, Kwidama ZJ. Pre-clinical evaluation of the proteasome inhibitor ixazomib against bortezomib-resistant leukemia cells and primary acute leukemia cells. Cells. 2021; 10(3):665. Google Scholar
- Besse L, Besse A, Kraus M. High immunoproteasome activity and sXBP1 in pediatric precursor B-ALL predicts sensitivity towards proteasome inhibitors. Cells. 2021; 10(11):2853. Google Scholar
- Lee SJ, Levitsky K, Parlati F. Clinical activity of carfilzomib correlates with inhibition of multiple proteasome subunits: application of a novel pharmacodynamic assay. Br J Haematol. 2016; 173(6):884-895. Google Scholar
- de Bruin G, Xin BT, Kraus M. A Set of Activity-based probes to visualize human (immuno)proteasome activities. Angew Chem Int Ed Engl. 2016; 55(13):4199-4203. Google Scholar
- Dahlmann B. Mammalian proteasome subtypes: their diversity in structure and function. Arch Biochem Biophys. 2016; 591:132-140. Google Scholar
- Oerlemans R, Franke NE, Assaraf YG. Molecular basis of bortezomib resistance: proteasome subunit beta5 (PSMB5) gene mutation and overexpression of PSMB5 protein. Blood. 2008; 112(6):2489-2499. Google Scholar
- Niewerth D, Kaspers GJ, Assaraf YG. Interferon-γ-induced upregulation of immunoproteasome subunit assembly overcomes bortezomib resistance in human hematological cell lines. J Hematol Oncol. 2014; 7:7. Google Scholar
- Tubío-Santamaría N, Ebstein F, Heidel FH, Krüger E. Immunoproteasome function in normal and malignant hematopoiesis. Cells. 2021; 10(7):1577. Google Scholar
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