Citations

Abstract 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 <10th vs >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.

Abstract RATIONALE: Alveolar Type 2 (AT2) cells play a critical role in maintaining alveolar function and facilitating repair processes in the lung. Despite recent advancement on transcriptomic mapping of cell identities and AT fate selection, the mechanisms governing AT2 fate plasticity remain elusive. Notably, in AT2-derived pulmonary diseases such as COPD and IPF, disruptions in AT2 differentiation are observed, suggesting alterations may exist in the regulation of fate plasticity. Therefore, a refined model describing the regulation of AT2 fate plasticity is needed, along with an assessment of the model's conservation across murine and human AT2s. METHODS: We performed scRNA-sequencing, ATAC-seq, and bioinformatic analysis on samples across murine lung development and validating findings by immunostaining of embryonic lungs. We conducted organotypic cultures as well as genetically engineered mouse model experiments to assess changes in AT2 fate plasticity in. Further, we established a Mayo Clinic patient lung cell biorepository from patient tissue derived AT2s. In parallel, we performed long read scRNA-sequencing for isoform discovery, organotypic culture and immunostaining in human AT2 organoids, to characterize the presence of similar regulatory mechanisms. RESULTS: Throughout the late embryonic and early perinatal period, we found a window of fate plasticity exists in AT2s whereby they retain the capacity to give rise to AT1s, and that its being closed over time by the bZIP transcription factor C/EBPα, as its genetic deletion in AT2s results in regaining fate plasticity. By ATAC-seq and ChIP-seq, we found C/EBPα binds closely to the Dlk1 locus, a Notch signaling regulator implicated in AT2-to-AT1 conversion that is upregulated following Cebpa deletion. Following adult lung injury, we found C/EBPα downregulation is required for re-accessing AT2 fate plasticity and is likely mediated by the dominant negative C/EBP family member CHOP. Finally, we observe Cebpa loss also activates a “defender” AT2 state enriched in interferon stimulated antipathogenic gene expression that is distinct from its reparative state and propose AT2s can toggle between these states following infection to robustly protect and repair alveoli.Further, we validated the presence of C/EBPα and absence of Dlk1 in human AT2s isolated from healthy adult patients, which persists following in vitro expansion. We conclude that AT2 cells window of fate plasticity is dictated by a molecular circuit involving C/EBPα suppressing and Dlk1. Future works aim to remove C/EBPα in human AT2s to reopen their fate plasticity for cell therapy.

Abstract RATIONALE: Alveoli form late in development and, for first breath, alveolar type 1 (AT1) as well as AT2 epithelial cell types must be functional. While prior studies have mapped the cellular and transcriptional programs underlying this process and identified AT fate inductive cues, questions remain as to the timing and regulation of their emergence. Thus, we sought to identify when, where, and how AT2 cells first arise and motivated by recent work in embryonic stem cells, we investigated whether the biophysical parameter cell membrane tension (CMT) plays a role. METHODS: Single-cell RNA-sequencing (scRNAseq) datasets sampling mouse lung development were processed using cluster correlation, velocity, and gene ontology analysis. Marker expression and AT2 morphology was assessed by immunostaining, and their migration confirmed by time-lapse confocal microscopy on embryonic precision-cut lung slices (PCLS). CMT was measured via optical tweezers (OT) on isolated cells as well as fluorescence lifetime (FLIM) on organoids and PCLS. Progenitors (E15.5) and AT2s (E16.5- >PN50) were isolated from distal region of the mouse lung, as well as human AT2s recently isolated, expanded, and banked in Mayo Clinic's recently established patient lung cell biorepository. CMT was raised using methyl-β-cyclodextran (MBCD) or polyethylene glycol (PEG). Small molecules CHIR and ICG-001 were used in culture to raise and lower β-catenin levels, respectively. Fluorescently labeled mesenchymal cells were isolated, expanded, and added to organoids in suspension for co-association experiments. RESULTS: No evidence of distal progenitors selecting either AT fate was found until E16.5, at which time we identified a distinct nascent AT2 (nAT2) state that ontology analysis detects upregulation of single-cell migration genes. Resistin-like molecule alpha (RELM-α), a type 2 inflammation regulator, labels nAT2s – which first individually emerged around E16.5 (although instances exist at E15.5) at intermediate zones between the branch tips and stalks of the distal epithelium. Following molecular emergence, we observed nAT2s extruded basally and can subsequently interact with nearby but anatomically distinct lumens, a behavior we provisionally name interlumenal junctioning and whose dynamics we validated by timelapse microscopy. Regarding CMT, we found its reduction in distal progenitors occurs prior to, and is required for, differentiation. We observed CMT reduction is sensitive to the manner of organoid culture, with on top culture resulting in more reduction and differentiation. Finally, we observed CMT is regulated cell-intrinsically via the adaptor protein β-catenin, as well as -extrinsically through osmotic (via PEG) or mesenchymal cell interactions, both of which reduce membrane fluidity.

Abstract 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.

Background: Inotuzumab Ozogamicin (InO) is an antibody-cytotoxin conjugate with high activity in B-cell acute lymphoblastic leukemia (B-ALL). InO targets the B-cell surface protein CD22, which is expressed in most B-ALL cases, albeit with great variability in expression levels. Emerging evidence suggest that this variation is associated with the stage of leukemia differentiation arrest [PMID: 21348573]. However, the exact relationship between CD22 expression and leukemia sensitivity to InO, particularly in the context of leukemia developmental state, remains unclear. Furthermore, our understanding of the molecular mechanisms regulating CD22 transcription in B-ALL is still incomplete. Methods: To comprehensively investigate the genomic basis of variability in leukemia CD22 expression and thus B-ALL sensitivity to InO, we performed a multi-omic characterization of 196 primary human B-ALL samples, using whole transcriptome sequencing (RNAseq), assay for transposase-accessible chromatin with sequencing (ATAC-seq), coupled with ex vivo profiling of InO sensitivity. Additionally, genomic editing studies were performed in Nalm6 and REH B-ALL cell lines, and patient derived xenograft (PDX) models were used for in vitro and in vivo validations. Results: Applying digital cytometry to leukemia bulk RNAseq data to infer the B-ALL developmental state, we found that blast cells with early Pre-pro-B-like signature had low levels of CD22 expression and were resistant to InO. As B-cell differentiation is controlled by stage-specific transcription factors (TFs), we performed a targeted CRISPR library screen of 1,639 TF genes and identified EBF1 as a key activator of CD22 expression (FDR=7.1x10-4). In primary B-ALL samples, EBF1 expression was significantly correlated with CD22 expression (R=0.69, P<0.0001) and leukemia response to InO (measured as LC50, R=-0.42, P<0.0001). In addition, TF footprint analysis of leukemia ATAC-seq data identified EBF1 as the most differentially activated TF comparing InO-sensitive and -resistant B-ALL cases (P=8x10-174). Blocking the EBF1 binding sites within the CD22 promoter by CRISPR interference resulted in a 50-fold and 49-fold decrease in cell surface CD22 expression, and a 22-fold and 25.7-fold increase in InO LC50 for Nalm6 and REH, respectively, confirming the direct impact of EBF1 on CD22 transcription and InO sensitivity. Because BCR::ABL1-positive ALL showed the greatest variability in InO sensitivity among all B-ALL subtypes, we further investigate the role of the EBF1/CD22 axis on InO sensitivity within this subtype. Unsupervised clustering of gene expression profiles revealed two distinct groups, namely BCR::ABL1 ALL with multilineage (BCR::ABL1-M) or lymphoid only (BCR::ABL1-L) involvement [PMID: 38153913]. Compared to BCR::ABL1-L, BCR::ABL1-M displayed markedly reduced CD22 expression (P=8.3×10-11) and resistance to InO (P=1.9×10-4), likely due to the lower expression and frequent somatic alteration of EBF1. Finally, we established PDX models for representative cases of BCR::ABL1-M and BCR::ABL1-L. Strikingly, InO treatment did not affect leukemia progression in the BCR::ABL1-M PDX model, whereas the BCR::ABL1-L PDX model achieved complete remission and has remained leukemia free to date. Conclusion: Collectively, these data demonstrate the direct impact of EBF1 on CD22 expression during B-cell development, and explain the heterogeneity of InO sensitivity, even within the same molecular B-ALL subtype.

PURPOSE Acute lymphoblastic leukemia (ALL) can occur across all age groups, with a strikingly higher cure rate in children compared with adults. However, the pharmacological basis of age-related differences in ALL treatment response remains unclear. METHODS Studying 767 children and 309 adults with newly diagnosed B-cell ALL enrolled on frontline trials at St Jude Children's Research Hospital, MD Anderson Cancer Center, the Alliance for Clinical Trials in Oncology, and the ECOG-ACRIN Cancer Research Group, we determined the ex vivo sensitivity of leukemia cells to 21 drugs. Twenty-three ALL molecular subtypes were identified using RNA sequencing. We systematically characterized the associations between drug response and ALL genomics in children, adolescents and young adults, and elderly adults. We evaluated the effect of age-related gene expression signature on ALL treatment outcomes. RESULTS Seven ALL drugs (asparaginase, prednisolone, mercaptopurine, dasatinib, nelarabine, daunorubicin, and inotuzumab ozogamicin) showed differential activity between children and adults, of which six were explained by age-related differences in leukemia molecular subtypes. Adolescents and young adults showed similar patterns of drug resistance as older adults, relative to young children. Mercaptopurine exhibited subtype-independent greater sensitivity in children. Transcriptomic profiling uncovered subclusters within CRLF2 -, DUX4 -, and KMT2A -rearranged ALL that were linked to age and cytotoxic drug resistance. In particular, a subset of children had adult-like ALL on the basis of leukemia gene expression patterns across subtypes, despite their chronological age. Resistant to cytotoxic drugs, children with adult-like ALL exhibited poor prognosis in pediatric ALL trials, even after adjusting for age and minimal residual diseases. CONCLUSION Our results provide pharmacogenomic insights into age-related disparities in ALL cure rates and identify leukemia prognostic features for treatment individualization across age groups.

Blinatumomab is an efficacious immunotherapeutic agent in B cell acute lymphoblastic leukemia (B-ALL). However, the pharmacogenomic basis of leukemia response to blinatumomab is unclear. Using genome-wide CRISPR, we comprehensively identified leukemia intrinsic factors of blinatumomab sensitivity, i.e., the loss of CD58 as a top driver for resistance, in addition to CD19 . Screening 1639 transcription factor genes, we then identified PAX5 as the key activator of CD58. ALL with the PAX5 P80R mutation also expressed the lowest level of CD58 among 20 ALL molecular subtypes in 1988 patients. Genome editing confirmed the effects of this mutation on CD58 expression and blinatumomab sensitivity in B-ALL, with validation in patient leukemic blasts. We described a PAX5-driven enhancer at the CD58 locus, which was disrupted by PAX5 P80R, and the loss of CD58 abolished blinatumomab-induced T cell activation with global changes in transcriptomic/epigenomic program. In conclusion, we identified previously unidentified genetic mechanisms of blinatumomab resistance in B-ALL, suggesting strategies for genomics-guided treatment individualization.

Background and Purpose: Periventricular white matter hyperintensities (WMH; PVWMH) and deep WMH (DWMH) are regional classifications of WMH and reflect proposed differences in cause. In the first study, to date, we undertook genome-wide association analyses of DWMH and PVWMH to show that these phenotypes have different genetic underpinnings. Methods: Participants were aged 45 years and older, free of stroke and dementia. We conducted genome-wide association analyses of PVWMH and DWMH in 26,654 participants from CHARGE (Cohorts for Heart and Aging Research in Genomic Epidemiology), ENIGMA (Enhancing Neuro-Imaging Genetics Through Meta-Analysis), and the UKB (UK Biobank). Regional correlations were investigated using the genome-wide association analyses -pairwise method. Cross-trait genetic correlations between PVWMH, DWMH, stroke, and dementia were estimated using LDSC. Results: In the discovery and replication analysis, for PVWMH only, we found associations on chromosomes 2 ( NBEAL ), 10q23.1 ( TSPAN14/FAM231A ), and 10q24.33 ( SH3PXD2A). In the much larger combined meta-analysis of all cohorts, we identified ten significant regions for PVWMH: chromosomes 2 (3 regions), 6, 7, 10 (2 regions), 13, 16, and 17q23.1. New loci of interest include 7q36.1 ( NOS3 ) and 16q24.2. In both the discovery/replication and combined analysis, we found genome-wide significant associations for the 17q25.1 locus for both DWMH and PVWMH. Using gene-based association analysis, 19 genes across all regions were identified for PVWMH only, including the new genes: CALCRL (2q32.1), KLHL24 (3q27.1), VCAN (5q27.1), and POLR2F (22q13.1). Thirteen genes in the 17q25.1 locus were significant for both phenotypes. More extensive genetic correlations were observed for PVWMH with small vessel ischemic stroke. There were no associations with dementia for either phenotype. Conclusions: Our study confirms these phenotypes have distinct and also shared genetic architectures. Genetic analyses indicated PVWMH was more associated with ischemic stroke whilst DWMH loci were implicated in vascular, astrocyte, and neuronal function. Our study confirms these phenotypes are distinct neuroimaging classifications and identifies new candidate genes associated with PVWMH only.

Marrow adipocytes reprogrammed by myeloma cells induce bone lesions.