Yizhen Li

Outcomes for pediatric patients with refractory or relapsed T-cell acute lymphoblastic leukemia (T-ALL) are poor, underscoring the need for improved therapeutic strategies. CD38, a type II transmembrane glycoprotein, is a promising target in T-ALL, with clinical trials evaluating CD38-targeting immunotherapies in frontline and relapsed settings. However, the biological role of CD38 in T-ALL has not been systematically defined. We interrogated CD38 biology through multimodal profiling of pediatric T-ALL samples. Bulk RNA sequencing of 1,335 primary tumors revealed that CD38 expression varies across genomic and immunophenotypic subtypes in T-ALL. Flow cytometry of 150 primary samples and CITE-sequencing of 40 cases demonstrated broad surface expression of CD38. A transcription factor CRISPR-screen identified RUNX1, RUNX3, and TP53 as candidate positive regulators of CD38. Metabolomic profiling of cell lines further revealed disruption of the polyamine pathway following CD38 perturbation. Supporting this finding, co-targeting CD38 with difluoromethylornithine (DFMO), a polyamine metabolism disruptor, improved survival in preclinical models. Across transcriptomic datasets, including primary tumors, cell lines, and patient-derived xenograft models, IL32 expression consistently decreased following CD38 loss or negativity, supporting an association between CD38 and inflammatory signaling pathways. Additionally, CD38 and LCK expression were positively correlated across majority of genomic subtypes, implicating SRC kinase signaling. Consistent with this, daratumumab in cell lines increased LCK phosphorylation, and combination therapy with dasatinib improved survival compared to monotherapy. Collectively, these findings define previously unrecognized interactions between CD38 and targetable pathways and genes in T-ALL and identify rational combinatorial strategies to enhance CD38-directed therapies and reduce relapse risk.

Purpose:BH3 mimetics targeting antiapoptotic BCL2 family proteins are promising therapeutics for T-cell acute lymphoblastic leukemia (T-ALL). However, their activity across genomic subtypes of this cancer and interactions with other antileukemic agents remain incompletely defined.Experimental Design:We evaluated the ex vivo sensitivity of BCL2/BCL-XL dual, BCL2-, BCL-XL-, and MCL1-selective inhibitors across 58 xenografts derived from T-ALL, representing diverse molecular subtypes. The BCL2/BCL-XL dual inhibitor AZD4320 was further assessed in combination with selected antileukemic agents. Drug responses were quantified by dose-dependent induction of apoptosis and integrated with genomic and functional analyses.Results:AZD4320 demonstrated subtype-specific cytotoxicity, with increased sensitivity in early T-cell precursor (ETP)-like T-ALL and resistance in TAL1 αβ–like T-ALL. Gene network analysis revealed subtype-dependent activation of distinct BCL2 family proteins, with AZD4320 response associated with BCL2 and MCL1 activity. Drug–drug interaction analysis using the Multi-dimensional Synergy of Combinations algorithm showed that AZD4320 synergized by potency—rather than maximal efficacy—with asparaginase and dasatinib, particularly broad interaction with asparaginase across subtypes. In vivo, AZD4320–asparaginase combination therapy conferred a survival benefit. Mechanistically, asparaginase-induced asparagine depletion promoted mitochondrial dysfunction, potentiating AZD4320-mediated cytotoxicity.Conclusions:These findings highlight the genomic context in shaping BH3 mimetic responses and point to the rational combination of this class of drugs with antileukemic agents such as asparaginase.

Supplementary Table 1. Concentrations used for ex vivo drug sensitivity assay Supplementary Table 2. Sample information

Supplementary Fig.1. Genomic alterations in paired T-ALL samples. Supplementary Fig. 2. Ex vivo sensitivity to dasatinib in T-ALL samples. Supplementary Fig. 3. The correlations between BCL2, BCL-XL (encoded by BCL2L1), and MCL1 expression levels and ex vivo sensitivity to the BH3 mimetics in the T-ALL cohort. Supplementary Fig. 4. BCL2 family member genes’ activities across T-ALL subtypes. Supplementary Fig. 5. The correlations of ex vivo sensitivity to other BH3 mimetics with the activities of their target genes Supplementary Fig. 6. Distributions of the average Bliss values for 40 T-ALL PDX samples treated with the combination of AZD4320 and dasatinib, asparaginase, nelarabine, or prednisolone. Supplementary Fig. 7. Synergistic potency (log10(α1)) of AZD4320 combined with asparaginase across T-ALL subtypes. Supplementary Fig. 8. MuSyC-derived metrics across T-ALL subtypes. Supplementary Fig. 9. In vivo efficacy of the combined BCL2/BCL-XL inhibition with dasatinib. Supplementary Fig. 10. AZD4320 and asparaginase synergize to induce cytotoxicity in Loucy. Supplementary Fig. 11. Mitochondrial bioenergetics in Loucy cells. Supplementary Fig. 12. Mitochondrial membrane potential in Loucy cells. Supplementary Fig. 13. TMRM staining of primary CD8+ T cells following AZD4320 and asparaginase treatment. Supplementary Fig. 14. The combination of AZD4320 and asparaginase induces caspase-dependent apoptotic cell death. Supplementary Fig. 15. Uncropped immunoblot images and corresponding gel images.

Purpose: BH3 mimetics targeting antiapoptotic BCL2 family proteins are promising therapeutics for T-cell acute lymphoblastic leukemia (T-ALL). However, their activity across genomic subtypes of this cancer and interactions with other antileukemic agents remain incompletely defined. Experimental Design: We evaluated the ex vivo sensitivity of BCL2/BCL-XL dual, BCL2-, BCL-XL-, and MCL1-selective inhibitors across 58 xenografts derived from T-ALL, representing diverse molecular subtypes. The BCL2/BCL-XL dual inhibitor AZD4320 was further assessed in combination with selected antileukemic agents. Drug responses were quantified by dose-dependent induction of apoptosis and integrated with genomic and functional analyses. Results: AZD4320 demonstrated subtype-specific cytotoxicity, with increased sensitivity in early T-cell precursor (ETP)-like T-ALL and resistance in TAL1 αβ–like T-ALL. Gene network analysis revealed subtype-dependent activation of distinct BCL2 family proteins, with AZD4320 response associated with BCL2 and MCL1 activity. Drug–drug interaction analysis using the Multi-dimensional Synergy of Combinations algorithm showed that AZD4320 synergized by potency—rather than maximal efficacy—with asparaginase and dasatinib, particularly broad interaction with asparaginase across subtypes. In vivo, AZD4320–asparaginase combination therapy conferred a survival benefit. Mechanistically, asparaginase-induced asparagine depletion promoted mitochondrial dysfunction, potentiating AZD4320-mediated cytotoxicity. Conclusions: These findings highlight the genomic context in shaping BH3 mimetic responses and point to the rational combination of this class of drugs with antileukemic agents such as asparaginase.

Inotuzumab ozogamicin (InO) is an antibody-calicheamicin conjugate with high efficacy in lymphoid malignancies. It targets the B-cell surface protein CD22, which is expressed in most B-cell acute lymphoblastic leukemia (B-ALL) cases, albeit with variable intensity. However, factors governing CD22 expression and thus leukemia sensitivity to InO remain incompletely understood. Using multiomic characterization of 196 human B-ALL samples, coupled with ex vivo InO sensitivity profiling, we showed that early leukemia differentiation arrest at the pre–pro-B stage is associated with resistance to InO. Screening of 1639 transcription factor genes identified early B-cell factor 1 (EBF1) as a key regulator of CD22 expression (false discovery rate of 7.1 × 10−4). When comparing the assay for transposase-accessible chromatin with sequencing profiling results of the most InO-sensitive and -resistant cases (50% lethal concentration 90th percentile, n = 18), the binding motif for EBF1 was strikingly enriched in regions with differential open chromatin status (P = 8 × 10−174). CRISPR interference targeting EBF1 binding sites at the CD22 locus led to an ∼50-fold reduction in cell surface CD22 expression and, consequently, an ∼22-fold increase in InO resistance in ALL cell lines. Interestingly, within BCR::ABL1 ALL, we observed intrasubtype heterogeneity linked to EBF1 transcriptional downregulation (P = 1.1 × 10−15) and/or somatic alteration (P = .004), which led to reduced CD22 expression (P = 8.3 × 10−11) and ex vivo and in vivo resistance to InO. Collectively, these findings point to the direct impact of EBF1 on CD22 expression during B-cell development, which, in turn, contributes to interpatient variability in InO response, even within the same subtype of B-ALL.

Inotuzumab ozogamicin (InO) is an antibody-calicheamicin conjugate with striking efficacy in B-cell acute lymphoblastic leukemia (B-ALL). However, there is wide interpatient variability in treatment response, and the genetic basis of this variation remains largely unknown. Using a genome-wide CRISPR screen, we discovered that the loss of DNA nucleotidylexotransferase (DNTT) is a primary driver of InO resistance. Mechanistically, the downregulation of DNTT attenuated InO–induced DNA damage response, cell cycle arrest, and mitochondrial apoptotic priming, thereby ultimately leading to leukemia resistance to InO. Ex vivo leukemia InO sensitivity was highly associated with DNTT expression in ALL blasts with substantial intraleukemia heterogeneity as revealed by single-cell RNA sequencing. Among patients with B-ALL enrolled in the Children's Oncology Group trial AALL1621, we observed consistent DNTT downregulation in residual blasts following InO treatment. The selection of DNTT-low blasts by InO therapy was also recapitulated in vivo using patient-derived xenograft models. Collectively, our data indicate that DNTT is a key regulator of calicheamicin response in leukemia and thus a potential biomarker for individualizing InO therapy in B-ALL.

The upregulation of B-cell lymphoma 2 (BCL2) and B-cell lymphoma–extra large (BCL-XL), 2 proteins in the BCL2 family of proteins, leads to a disproportional expression of prodeath and prosurvival proteins in favor of leukemia survival, tumorigenesis, and chemoresistance. In different subsets of acute lymphoblastic leukemia (ALL), the proportion of these 2 proteins varies, and their potential as therapeutic targets needs detailed characterization. Here, we investigated BCL2 and BCL-XL, the genes that encode BCL2 and BCL-XL, and their expression differences between B-cell acute lymphoblastic leukemia (B-ALL) and T-cell ALL (T-ALL). We also evaluated the therapeutic potential of targeting these proteins with AZD0466, a novel drug-dendrimer conjugate of the BCL2/BCL-XL inhibitor AZD4320, and with BCL2 inhibitor venetoclax (ABT-199). Gene expression and activity analyses supported by the protein expression patterns in ALL cell lines and primary samples demonstrated increased levels of BCL2 expression in B-ALL, with high sensitivity to venetoclax or AZD4320. In contrast, strong BCL-XL expression and sensitivity to dual BCL2/BCL-XL inhibition was observed specifically in T-ALL samples. This observation was confirmed by BH3 profiling, demonstrating BCL2/BCL-XL codependence in T-ALL and BCL2 dependence in B-ALL. In a mouse model of T-ALL, AZD0466 but not venetoclax reduced leukemic burden and prolonged survival without significant toxicities. Our findings therefore suggest that the novel dual BCL2/BCL-XL inhibitor AZD0466 outperforms single BCL2 inhibition by venetoclax in T-ALL. These findings facilitate the translation of dual BCL2/BCL-XL inhibitors into ALL clinical trials, either alone or in combination with standard-of-care chemotherapy and immune therapies.

Biallelic mutation in the DNA-damage repair gene NBN is the genetic cause of Nijmegen breakage syndrome, which is associated with predisposition to lymphoid malignancies. Heterozygous carriers of germ line NBN variants may also be at risk for leukemia development, although this is much less characterized. By sequencing 4325 pediatric patients with B-cell acute lymphoblastic leukemia (B-ALL), we systematically examined the frequency of germ line NBN variants and identified 25 unique, putatively damaging NBN coding variants in 50 patients. Compared with the frequency of NBN variants in gnomAD noncancer controls (189 unique, putatively damaging NBN coding variants in 472 of 118 479 individuals), we found significant overrepresentation in pediatric B-ALL (P = .004; odds ratio, 1.8). Most B-ALL–risk variants were missense and cluster within the NBN N-terminal domains. Using 2 functional assays, we verified 14 of 25 variants with severe loss-of-function phenotypes and thus classified these as nonfunctional or partially functional. Finally, we found that germ line NBN variant carriers, all of whom were identified as heterozygous genotypes, showed similar survival outcomes relative to those with wild type status. Taken together, our findings provide novel insights into the genetic predisposition to B-ALL, and the impact of NBN variants on protein function and suggest that heterozygous NBN variant carriers may safely receive B-ALL therapy. These trials were registered at www.clinicaltrials.gov as #NCT01225874, NCT00075725, NCT00103285, NCI-T93-0101D, and NCT00137111.

Trisomy 21, the genetic cause of Down syndrome (DS), is the most common congenital chromosomal anomaly. It is associated with a 20-fold increased risk of acute lymphoblastic leukemia (ALL) during childhood and results in distinctive leukemia biology. To comprehensively define the genomic landscape of DS-ALL, we performed whole genome sequencing and whole-transcriptome sequencing (RNA-Seq) on 295 cases. Our integrated genomic analyses identified 15 molecular subtypes of DS-ALL, with marked enrichment of CRLF2-r, IGH::IGF2BP1, and C/EBP altered (C/EBPalt) subtypes compared to 2257 non-DS-ALL cases. We observed abnormal activation of the CEBPD, CEBPA, and CEBPE genes in 10.5% of DS-ALL cases, via a variety of genomic mechanisms, including chromosomal rearrangements and noncoding mutations leading to enhancer hijacking. 42.3% of C/EBP-activated DS-ALL also have concomitant FLT3 point mutation or indel, relative to 4.1% in other subtypes (P=7.2×10-6). CEBPD overexpression enhanced the differentiation of mouse hematopoietic progenitor cells into pro-B cells in vitro, particularly in a DS genetic background. Notably, RAG-mediated somatic genomic abnormalities were common in DS-ALL, accounting for a median of 27.5% of structural alterations, compared to 7.7% in non-DS-ALL (P=2.1×10-12). Unsupervised hierarchical clustering analyses of CRLF2-rearranged DS-ALL identified substantial heterogeneity within this group, with the BCR::ABL1-like subset linked to an inferior event-free survival (hazard ratio=5.27, P=9.3×10-8), even after adjusting for known clinical risk factors (hazard ratio=4.32; P=0.0020). These results provide important insights into the biology of DS-ALL and point to opportunities for targeted therapy and treatment individualization.