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2.
Genome Med ; 16(1): 70, 2024 May 20.
Article in English | MEDLINE | ID: mdl-38769532

ABSTRACT

BACKGROUND: Rare oncogenic driver events, particularly affecting the expression or splicing of driver genes, are suspected to substantially contribute to the large heterogeneity of hematologic malignancies. However, their identification remains challenging. METHODS: To address this issue, we generated the largest dataset to date of matched whole genome sequencing and total RNA sequencing of hematologic malignancies from 3760 patients spanning 24 disease entities. Taking advantage of our dataset size, we focused on discovering rare regulatory aberrations. Therefore, we called expression and splicing outliers using an extension of the workflow DROP (Detection of RNA Outliers Pipeline) and AbSplice, a variant effect predictor that identifies genetic variants causing aberrant splicing. We next trained a machine learning model integrating these results to prioritize new candidate disease-specific driver genes. RESULTS: We found a median of seven expression outlier genes, two splicing outlier genes, and two rare splice-affecting variants per sample. Each category showed significant enrichment for already well-characterized driver genes, with odds ratios exceeding three among genes called in more than five samples. On held-out data, our integrative modeling significantly outperformed modeling based solely on genomic data and revealed promising novel candidate driver genes. Remarkably, we found a truncated form of the low density lipoprotein receptor LRP1B transcript to be aberrantly overexpressed in about half of hairy cell leukemia variant (HCL-V) samples and, to a lesser extent, in closely related B-cell neoplasms. This observation, which was confirmed in an independent cohort, suggests LRP1B as a novel marker for a HCL-V subclass and a yet unreported functional role of LRP1B within these rare entities. CONCLUSIONS: Altogether, our census of expression and splicing outliers for 24 hematologic malignancy entities and the companion computational workflow constitute unique resources to deepen our understanding of rare oncogenic events in hematologic cancers.


Subject(s)
Hematologic Neoplasms , Transcriptome , Humans , Hematologic Neoplasms/genetics , RNA Splicing , Gene Expression Regulation, Neoplastic , Oncogenes , Gene Expression Profiling , Receptors, LDL/genetics
7.
J Clin Oncol ; 42(18): 2161-2173, 2024 Jun 20.
Article in English | MEDLINE | ID: mdl-38427924

ABSTRACT

PURPOSE: A prospective phase II study examined the safety and efficacy of venetoclax combined with low-dose cytarabine (LDAC) in AML at first measurable residual disease (MRD) or oligoblastic relapse. METHODS: Patients with either MRD (≥1 log10 rise) or oligoblastic relapse (blasts 5%-15%) received venetoclax 600 mg once daily D1-28 plus LDAC once daily D1-10 in 28-day cycles. The primary objective was MRD response in the MRD relapse cohort or complete remission (CR/CRh/CRi) in the oligoblastic relapse cohort. RESULTS: Forty-eight adults with either MRD (n = 26) or oligoblastic (n = 22) relapse were enrolled. Median age was 67 years (range, 18-80) and 94% had received previous intensive chemotherapy. Patients received a median of four cycles of therapy; 17% completed ≥12 cycles. Patients with oligoblastic relapse had more grade ≥3 anemia (32% v 4%; P = .02) and infections (36% v 8%; P = .03), whereas grade 4 neutropenia (32 v 23%) or thrombocytopenia (27 v 15%) were comparable with the MRD relapse cohort. Markers of molecular MRD relapse included mutant NPM1 (77%), CBFB::MYH11 (4%), RUNX1::RUNX1T1 (4%), or KMT2A::MLLT3 (4%). Three patients with a log10 rise in IDH1/2 (12%) were included. By cycle 2 in the MRD relapse cohort, a log10 reduction in MRD was observed in 69%; 46% achieved MRD negative remission. In the oligoblastic relapse cohort, 73% achieved CR/CRh/CRi. Overall, 21 (44%) underwent hematopoietic cell transplantation. Median overall survival (OS) was not reached in either cohort. Estimated 2-year OS rate was 67% (95% CI, 50 to 89) in the MRD and 53% (95% CI, 34 to 84) in the oligoblastic relapse cohorts. CONCLUSION: For AML in first remission and either MRD or oligoblastic relapse, venetoclax plus LDAC is well tolerated and highly effective.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols , Bridged Bicyclo Compounds, Heterocyclic , Cytarabine , Leukemia, Myeloid, Acute , Neoplasm, Residual , Nucleophosmin , Sulfonamides , Humans , Aged , Middle Aged , Leukemia, Myeloid, Acute/drug therapy , Leukemia, Myeloid, Acute/mortality , Leukemia, Myeloid, Acute/genetics , Leukemia, Myeloid, Acute/pathology , Cytarabine/administration & dosage , Sulfonamides/administration & dosage , Sulfonamides/adverse effects , Adult , Female , Male , Bridged Bicyclo Compounds, Heterocyclic/administration & dosage , Bridged Bicyclo Compounds, Heterocyclic/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Aged, 80 and over , Prospective Studies , Young Adult , Adolescent
8.
Pathology ; 56(4): 540-547, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38413254

ABSTRACT

External quality assessment programs (EQAP) for molecular haematology generally only assess the analytical phase of laboratory testing or provide limited evaluation of post-analytical components. We incorporated comprehensive post-analytical evaluation into an existing national inter-laboratory sample exchange program for molecular haematology due to the increasing complexity of diagnostic molecular testing and interpretation. We report key findings from four years of longitudinal data using this approach. Eighteen participating laboratories enrolled in an annual reciprocal sample exchange program from 2019-2022, which covered conventional and next-generation sequencing (NGS) assays. Participants submitted results on their laboratory information system-generated reports which then underwent central review. Reports were assessed according to consensus values and relevant national and international reporting standards and guidelines. A total of 680 reports were received. Laboratories had high concordance in the analytical phase of testing, with incorrect variant detection observed in a total of six of 680 (0.9%) reports. In contrast, post-analytical concordance was much lower, with at least one discordance observed in 28.9-57.6% of all conventional reports and 33.3-100% NGS reports. The most frequent post-analytical discordances were: (1) not including key technical information on reports (total 41.9% conventional, 47.2% NGS); (2) not using standard gene and variant nomenclature (total 28.2% conventional, 25.6% NGS). NGS reports also demonstrated discrepancies in variant classification (total 20.4%) and interpretation (total 10.2%). The rate of discrepancies generally improved year-on-year. Inter-laboratory concordance for molecular haematology testing is high in the analytical phase, however opportunities exist for improvement in the post-analytical phase. Given that result interpretation is crucial for clinical decision-making and that molecular testing is a complex and evolving field, we suggest that EQAPs should comprehensively evaluate both analytical and post-analytical components of laboratory performance in order to harmonise reporting and to support the accurate interpretation of molecular haematology tests.


Subject(s)
High-Throughput Nucleotide Sequencing , Humans , Laboratories, Clinical , Hematology/standards , Quality Assurance, Health Care , Molecular Diagnostic Techniques
10.
BMJ Open ; 14(1): e076246, 2024 01 18.
Article in English | MEDLINE | ID: mdl-38238183

ABSTRACT

INTRODUCTION: Immunosuppressive therapy (IST) with antithymocyte globulin (ATG) and ciclosporin is standard of care for patients with severe aplastic anaemia (sAA) not eligible or suitable for allogeneic stem cell transplant. While patients respond to IST, few achieve complete responses and a significant proportion are refractory or relapse. The addition of eltrombopag, a thrombopoietin-receptor agonist (TPO-A), to IST has been shown to improve haematological responses in sAA. Avatrombopag is a second-generation TPO-A with potential advantages over eltrombopag. However, to date avatrombopag has not been studied in sAA. METHODS AND ANALYSIS: Investigator-initiated, single-arm registry-based Bayesian Optimal Phase II trial of avatrombopag conducted in two cohorts, patients with untreated sAA (FIRST cohort) and in patients with sAA that has relapsed or is refractory to IST (NEXT cohort). In the FIRST cohort, participants receive IST (equine ATG and ciclosporin) plus avatrombopag from day 1 until day 180 at 60 mg oral daily, with dose adjusted according to platelet count. Participants in the NEXT cohort receive avatrombopag at 60 mg oral daily from day 1 until day 180, with or without additional IST at the discretion of the treating clinician.For each cohort, two primary endpoints (haematological response and acquired clonal evolution) are jointly monitored and the trial reviewed at each interim analysis where a 'go/no-go' decision is made by evaluating the posterior probability of the events of interests. ETHICS AND DISSEMINATION: The trial has received ethics approval (Monash Health RES-18-0000707A). The trial conduct will comply with ICH-GCP and all applicable regulatory requirements. The results of the trial will be submitted to a peer-review journal for publication. TRIAL REGISTRATION NUMBER: ACTRN12619001042134, ACTRN12619001043123.


Subject(s)
Anemia, Aplastic , Benzoates , Cyclosporine , Hydrazines , Pyrazoles , Thiazoles , Thiophenes , Humans , Animals , Horses , Cyclosporine/therapeutic use , Immunosuppressive Agents/adverse effects , Anemia, Aplastic/drug therapy , Bayes Theorem , Antilymphocyte Serum/therapeutic use , Immunosuppression Therapy , Treatment Outcome , Clinical Trials, Phase II as Topic
11.
Appl Health Econ Health Policy ; 22(1): 107-122, 2024 Jan.
Article in English | MEDLINE | ID: mdl-37608228

ABSTRACT

BACKGROUND: Clinical indications for ibrutinib reimbursement in Australia should consider the inclusion of patients with chronic lymphocytic leukemia (CLL) harboring prognostically unfavorable TP53/IGHV genomic aberrations. This study assessed the cost effectiveness of five first-line treatment strategies in CLL for young (aged ≤ 65 years), fit patients without significant comorbidities: (1) no testing (fludarabine, cyclophosphamide and rituximab [FCR] for all), (2) test for del(17p) only, (3) test for TP53 gene mutation status, (4) test for TP53 and IGHV gene mutation status and (5) no testing (ibrutinib for all). METHOD: A decision analytic model (decision tree and partitioned survival model) was developed from the Australian healthcare system perspective with a lifetime horizon. Comparative treatment effects were estimated from indirect treatment comparisons and survival analysis using several studies. Costs, utility and adverse events were derived from public literature sources. Deterministic and probabilistic sensitivity analyses explored the impact of modeling uncertainties on outcomes. RESULTS: Strategy 1 was associated with 5.69 quality-adjusted life-years (QALYs) and cost 458,836 Australian dollars (AUD). All other strategies had greater effectiveness but were more expensive than Strategy 1. At the willingness-to-pay (WTP) threshold of 100,000 AUD per QALY gained, Strategy 1 was most cost effective with an estimated probability of 68.8%. Strategy 4 was cost effective between thresholds 155,000-432,300 AUD per QALY gained, and Strategy 5 >432,300 AUD per QALY gained. CONCLUSION: Population targeting using mutation testing for TP53 and IGHV when performed with del(17p) testing specifically in the context of frontline ibrutinib choice does not make a cost-ineffective treatment into a cost-effective treatment.


Subject(s)
Leukemia, Lymphocytic, Chronic, B-Cell , Humans , Leukemia, Lymphocytic, Chronic, B-Cell/drug therapy , Leukemia, Lymphocytic, Chronic, B-Cell/genetics , Cost-Effectiveness Analysis , Cost-Benefit Analysis , Australia , Algorithms , Quality-Adjusted Life Years
12.
Blood ; 143(12): 1139-1156, 2024 Mar 21.
Article in English | MEDLINE | ID: mdl-38064663

ABSTRACT

ABSTRACT: The World Health Organization (WHO) classification of hematolymphoid tumors and the International Consensus Classification (ICC) of 2022 introduced major changes to the definition of chronic myelomonocytic leukemia (CMML). To assess its qualitative and quantitative implications for patient care, we started with 3311 established CMML cases (according to WHO 2017 criteria) and included 2130 oligomonocytosis cases fulfilling the new CMML diagnostic criteria. Applying both 2022 classification systems, 356 and 241 of oligomonocytosis cases were newly classified as myelodysplastic (MD)-CMML (WHO and ICC 2022, respectively), most of which were diagnosed as myelodysplastic syndrome (MDS) according to the WHO 2017 classification. Importantly, 1.5 times more oligomonocytosis cases were classified as CMML according to WHO 2022 than based on ICC, because of different diagnostic criteria. Genetic analyses of the newly classified CMML cases showed a distinct mutational profile with strong enrichment of MDS-typical alterations, resulting in a transcriptional subgroup separated from established MD and myeloproliferative CMML. Despite a different cytogenetic, molecular, immunophenotypic, and transcriptional landscape, no differences in overall survival were found between newly classified and established MD-CMML cases. To the best of our knowledge, this study represents the most comprehensive analysis of routine CMML cases to date, both in terms of clinical characterization and transcriptomic analysis, placing newly classified CMML cases on a disease continuum between MDS and previously established CMML.


Subject(s)
Leukemia, Myelomonocytic, Chronic , Myelodysplastic Syndromes , Humans , Consensus , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/genetics , Leukemia, Myelomonocytic, Chronic/diagnosis , Leukemia, Myelomonocytic, Chronic/genetics , Leukemia, Myelomonocytic, Chronic/pathology , Leukocytosis , World Health Organization , Prognosis , Organic Chemicals
13.
Blood ; 143(8): 673-684, 2024 Feb 22.
Article in English | MEDLINE | ID: mdl-37883795

ABSTRACT

ABSTRACT: CD19-directed chimeric antigen receptor T cells (CAR-T) achieve high response rates in patients with relapsed/refractory mantle cell lymphoma (MCL). However, their use is associated with significant toxicity, relapse concern, and unclear broad tractability. Preclinical and clinical data support a beneficial synergistic effect of ibrutinib on apheresis product fitness, CAR-T expansion, and toxicity. We evaluated the combination of time-limited ibrutinib and CTL019 CAR-T in 20 patients with MCL in the phase 2 TARMAC study. Ibrutinib commenced before leukapheresis and continued through CAR-T manufacture for a minimum of 6 months after CAR-T administration. The median prior lines of therapy was 2; 50% of patients were previously exposed to a Bruton tyrosine kinase inhibitor (BTKi). The primary end point was 4-month postinfusion complete response (CR) rate, and secondary end points included safety and subgroup analysis based on TP53 aberrancy. The primary end point was met; 80% of patients demonstrated CR, with 70% and 40% demonstrating measurable residual disease negativity by flow cytometry and molecular methods, respectively. At 13-month median follow-up, the estimated 12-month progression-free survival was 75% and overall survival 100%. Fifteen patients (75%) developed cytokine release syndrome; 12 (55%) with grade 1 to 2 and 3 (20%) with grade 3. Reversible grade 1 to 2 neurotoxicity was observed in 2 patients (10%). Efficacy was preserved irrespective of prior BTKi exposure or TP53 mutation. Deep responses correlated with robust CAR-T expansion and a less exhausted baseline T-cell phenotype. Overall, the safety and efficacy of the combination of BTKi and T-cell redirecting immunotherapy appears promising and merits further exploration. This trial was registered at www.ClinicalTrials.gov as #NCT04234061.


Subject(s)
Adenine/analogs & derivatives , Lymphoma, Mantle-Cell , Piperidines , Receptors, Chimeric Antigen , Adult , Humans , Lymphoma, Mantle-Cell/drug therapy , Receptors, Chimeric Antigen/therapeutic use , Neoplasm Recurrence, Local/drug therapy , T-Lymphocytes , Immunotherapy, Adoptive/methods , Antigens, CD19
14.
Br J Haematol ; 204(3): 910-920, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38098188

ABSTRACT

Flow cytometry (FC) incorporating the T-cell receptor ß constant chain-1 (TRBC1) has been recently proposed as a new standard in T-cell clonality assessment. While early studies demonstrated high sensitivity in samples with conspicuous tumour burden, performance in real-world samples, including those with low tumour burden and correlation with molecular methods has been limited. We evaluated TRBC1-FC performance and correlated the results with high-throughput TRB sequencing and a targeted next-generation sequencing gene panel. Our cohort consisted of 90 evaluable samples from 57 patients. TRBC1-FC confirmed T-cell clonality in 37 out of 38 samples (97%) that were involved in a mature T-cell neoplasm (MTCN). T-cell clonality was also identified in nine samples from patients lacking a current or prior diagnosis of MTCN, consistent with the emerging entity T-cell clonality of uncertain significance. TRBC-FC was polyclonal in all samples and negative for disease involvement by standard pathology assessment. However, correlation with TRB sequencing in 17 of these samples identified two cases that harboured the known clonal sequence from index testing, indicating the presence of measurable residual disease not otherwise detected. Our study provides real-world correlative validation of TRBC1-FC, highlighting the strengths and limitations pertinent to its increasing implementation by general diagnostic laboratories.


Subject(s)
Lymphoma , T-Lymphocytes , Humans , T-Lymphocytes/pathology , Receptors, Antigen, T-Cell, alpha-beta/genetics , Flow Cytometry/methods , Receptors, Antigen, T-Cell , Lymphoma/pathology
16.
EJHaem ; 4(4): 1105-1109, 2023 Nov.
Article in English | MEDLINE | ID: mdl-38024622

ABSTRACT

UBTF tandem duplications are recurrent in adult and paediatric acute myeloid leukaemia and have been reported to be associated with a poor prognosis. Co-mutations in WT1 and FLT3 are common while morphological dysplasia is frequent. The role of UBTF-TDs in leukemogenesis is yet to be elucidated; however they have been proposed as early initiating events, making them attractive for assessment of MRD and a potential therapeutic target. We present two cases where the UBTF-TD was observed in remission and discuss the implications of these findings in the clinicobiological understanding of this emerging entity.

17.
Blood Adv ; 7(23): 7346-7357, 2023 12 12.
Article in English | MEDLINE | ID: mdl-37874914

ABSTRACT

Deleterious germ line variants in DDX41 are a common cause of genetic predisposition to hematologic malignancies, particularly myelodysplastic neoplasms (MDS) and acute myeloid leukemia (AML). Targeted next-generation sequencing was performed in a large cohort of sequentially recruited patients with myeloid malignancy, covering DDX41 as well as 30 other genes frequently mutated in myeloid malignancy. Whole genome transcriptome sequencing data was analyzed on a separate cohort of patients with a range of hematologic malignancies to investigate the spectrum of cancer predisposition. Altogether, 5737 patients with myeloid malignancies were studied, with 152 different DDX41 variants detected. Multiple novel variants were detected, including synonymous variants affecting splicing as demonstrated by RNA-sequencing. The presence of a somatic DDX41 variant was highly associated with DDX41 germ line variants in patients with MDS and AML, and we developed a statistical approach to incorporate the co-occurrence of a somatic DDX41 variant into germ line variant classification at a very strong level (as per the American College of Medical Genetics and Genomics/Association for Molecular Pathology guidelines). Using this approach, the MDS cohort contained 108 of 2865 (3.8%) patients with germ line likely pathogenic/pathogenic (LP/P) variants, and the AML cohort 106 of 2157 (4.9%). DDX41 LP/P variants were markedly enriched in patients with AML and MDS compared with those in patients with myeloproliferative neoplasms, B-cell neoplasm, and T- or B-cell acute lymphoblastic leukemia. In summary, we have developed a framework to enhance DDX41 variant curation as well as highlighted the importance of assessment of all types of genomic variants (including synonymous and multiexon deletions) to fully detect the landscape of possible clinically relevant DDX41 variants.


Subject(s)
Hematologic Neoplasms , Leukemia, Myeloid, Acute , Myelodysplastic Syndromes , Myeloproliferative Disorders , Humans , DEAD-box RNA Helicases/genetics , Myelodysplastic Syndromes/diagnosis , Myelodysplastic Syndromes/genetics , Myeloproliferative Disorders/genetics , Leukemia, Myeloid, Acute/diagnosis , Leukemia, Myeloid, Acute/genetics , Hematologic Neoplasms/diagnosis , Hematologic Neoplasms/genetics , Genomics
19.
Leuk Lymphoma ; 64(11): 1792-1800, 2023.
Article in English | MEDLINE | ID: mdl-37531077

ABSTRACT

Cytarabine-containing chemoimmunotherapy followed by autologous transplantation and rituximab maintenance achieves durable remissions for most patients with mantle cell lymphoma (MCL). However, patients with TP53-mutated disease have poor outcomes with standard approaches. We previously reported that allogeneic stem cell transplantation (alloSCT) achieved durable remissions in MCL, however follow-up among patients with TP53-mutated disease was limited. Here we report extended follow-up of the overall cohort (n = 36) and TP53-mutated subset (n = 13) (median follow-up 10.8 and 4.2 years, respectively). Estimated overall survival was 56% at 10 years for the overall cohort and 59% at 4 years for the TP53-mutated subset. Among patients with TP53-mutated disease, no relapses occurred beyond 6 months post-transplant. Survival after post-alloSCT disease relapse was poor (median 2.1 years). These data confirm that alloSCT can be curative in MCL, including patients with TP53-mutated disease, and should be considered for earlier utilization in this subgroup for whom conventional chemoimmunotherapy is ineffective.


Subject(s)
Hematopoietic Stem Cell Transplantation , Lymphoma, Mantle-Cell , Adult , Humans , Lymphoma, Mantle-Cell/therapy , Lymphoma, Mantle-Cell/drug therapy , Neoplasm Recurrence, Local , Hematopoietic Stem Cell Transplantation/adverse effects , Rituximab/therapeutic use , Transplantation, Autologous , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Stem Cell Transplantation , Tumor Suppressor Protein p53/genetics
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