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1.
medRxiv ; 2024 Jun 01.
Article in English | MEDLINE | ID: mdl-38853970

ABSTRACT

Background: Cytogenetic analysis encompasses a suite of standard-of-care diagnostic testing methods that is routinely applied in cases of acute myeloid leukemia (AML) to assess chromosomal changes that are clinically relevant for risk classification and treatment decisions. Objective: In this study, we assess the use of Genomic Proximity Mapping (GPM) for cytogenomic analysis of AML diagnostic specimens for detection of cytogenetic risk variants included in the European Leukemia Network (ELN) risk stratification guidelines. Methods: Archival patient samples (N=48) from the Fred Hutchinson Cancer Center leukemia bank with historical clinical cytogenetic data were processed for GPM and analyzed with the CytoTerra® cloud-based analysis platform. Results: GPM showed 100% concordance for all specific variants that have associated impacts on risk stratification as defined by ELN 2022 criteria, and a 72% concordance rate when considering all variants reported by the FH cytogenetic lab. GPM identified 39 additional variants, including variants of known clinical impact, not observed by cytogenetics. Conclusions: GPM is an effective solution for the evaluation of known AML-associated risk variants and a source for biomarker discovery.

3.
Cancer Res Commun ; 2(8): 904-913, 2022 08.
Article in English | MEDLINE | ID: mdl-36923305

ABSTRACT

Purpose: Mavorixafor is an oral, selective inhibitor of the CXCR4 chemokine receptor that modulates immune cell trafficking. A biomarker-driven phase Ib study (NCT02823405) was conducted in 16 patients with melanoma to investigate the hypothesis that mavorixafor favorably modulates immune cell profiles in the tumor microenvironment (TME) and to evaluate the safety of mavorixafor alone and in combination with pembrolizumab. Experimental Design: Serial biopsies of melanoma lesions were assessed after 3 weeks of mavorixafor monotherapy and after 6 weeks of combination treatment for immune cell markers by NanoString analysis for gene expression and by multiplexed immunofluorescent staining for in situ protein expression. Serum samples taken at biopsy timepoints were evaluated for key chemokine and cytokine alterations using the Myriad Rules Based Medicine multiplex immunoassays. Results: Within the TME, mavorixafor alone increased CD8+ T-cell infiltration, granzyme B signal, antigen presentation machinery, and both tumor inflammatory signature (TIS) and IFNγ gene expression signature scores. Increases in the key serum cytokines CXCL9 and CXCL10 were further enhanced when mavorixafor was combined with pembrolizumab. Adverse events (AE), as assessed by the investigator according to NCI Common Terminology Criteria for Adverse Events (v4.03), related to either mavorixafor or pembrolizumab (≥15%) were diarrhea, fatigue, maculopapular rash, and dry eye. Reported AEs were all ≤ grade 3. Conclusion/Discussion: Treatment with single-agent mavorixafor resulted in enhanced immune cell infiltration and activation in the TME, leading to increases in TIS and IFNγ gene signatures. Mavorixafor as a single agent, and in combination with pembrolizumab, has an acceptable safety profile. These data support further investigation of the use of mavorixafor for patients unresponsive to checkpoint inhibitors. Significance: Despite survival improvements in patients with melanoma treated with checkpoint inhibitor therapy, a significant unmet medical need exists for therapies that enhance effectiveness. We propose that mavorixafor sensitizes the melanoma tumor microenvironment and enhances the activity of checkpoint inhibitors, and thereby may translate to a promising treatment for broader patient populations.


Subject(s)
Melanoma , Tumor Microenvironment , Humans , Melanoma/drug therapy , Aminoquinolines , Benzimidazoles , Cytokines , Chemokines , Receptors, CXCR4/genetics
4.
BMC Genomics ; 22(1): 626, 2021 Aug 23.
Article in English | MEDLINE | ID: mdl-34425749

ABSTRACT

BACKGROUND: Long-read sequencing has great promise in enabling portable, rapid molecular-assisted cancer diagnoses. A key challenge in democratizing long-read sequencing technology in the biomedical and clinical community is the lack of graphical bioinformatics software tools which can efficiently process the raw nanopore reads, support graphical output and interactive visualizations for interpretations of results. Another obstacle is that high performance software tools for long-read sequencing data analyses often leverage graphics processing units (GPU), which is challenging and time-consuming to configure, especially on the cloud. RESULTS: We present a graphical cloud-enabled workflow for fast, interactive analysis of nanopore sequencing data using GPUs. Users customize parameters, monitor execution and visualize results through an accessible graphical interface. The workflow and its components are completely containerized to ensure reproducibility and facilitate installation of the GPU-enabled software. We also provide an Amazon Machine Image (AMI) with all software and drivers pre-installed for GPU computing on the cloud. Most importantly, we demonstrate the potential of applying our software tools to reduce the turnaround time of cancer diagnostics by generating blood cancer (NB4, K562, ME1, 238 MV4;11) cell line Nanopore data using the Flongle adapter. We observe a 29x speedup and a 93x reduction in costs for the rate-limiting basecalling step in the analysis of blood cancer cell line data. CONCLUSIONS: Our interactive and efficient software tools will make analyses of Nanopore data using GPU and cloud computing accessible to biomedical and clinical scientists, thus facilitating the adoption of cost effective, fast, portable and real-time long-read sequencing.


Subject(s)
Computational Biology , Software , Reproducibility of Results , Sequence Analysis , Workflow
5.
J Immunother Cancer ; 8(2)2020 11.
Article in English | MEDLINE | ID: mdl-33199512

ABSTRACT

Immunotherapy is now a cornerstone for cancer treatment, and much attention has been placed on the identification of prognostic and predictive biomarkers. The success of biomarker development is dependent on accurate and timely collection of biospecimens and high-quality processing, storage and shipping. Tumors are also increasingly used as source material for the generation of therapeutic T cells. There have been few guidelines or consensus statements on how to optimally collect and manage biospecimens and source material being used for immunotherapy and related research. The Society for Immunotherapy of Cancer Surgery Committee has brought together surgical experts from multiple subspecialty disciplines to identify best practices and to provide consensus on how best to access and manage specific tissues for immuno-oncology treatments and clinical investigation. In addition, the committee recommends early integration of surgeons and other interventional physicians with expertise in biospecimen collection, especially in clinical trials, to optimize the quality of tissue and the validity of correlative clinical studies in cancer immunotherapy.


Subject(s)
Immunotherapy/methods , Medical Oncology/standards , Tissue and Organ Procurement/methods , Clinical Trials as Topic , Humans
6.
Curr Hematol Malig Rep ; 14(5): 395-404, 2019 10.
Article in English | MEDLINE | ID: mdl-31463864

ABSTRACT

PURPOSE OF REVIEW: Chronic myeloid leukemia (CML) patients with constitutive activity of BCR-ABL1 oncoprotein frequently derive significant clinical benefits from tyrosine kinase inhibitors (TKIs). Point mutations in the ABL1 kinase domain (KD) are an important mechanism of TKI resistance in CML. In this review, we present molecular mechanisms of TKI resistance paying particular attention to drug resistance which allows for a survival advantage in CML. RECENT FINDINGS: Sensitive disease monitoring is a required standard of care for management of CML. Screening of these mutations fail to explain 20-40% of resistant cases where activation of different survival pathways must be the main reason for resistance. Eliminating TKI resistance appears to be the most successful therapeutic way to decrease leukemic disease burden and potentiate cure. Advances on novel strategies for identifying and confronting drug resistance are rapidly altering management of CML that are resistant to TKI and expanding the landscape of available therapies.


Subject(s)
Antineoplastic Agents/pharmacology , Drug Resistance, Neoplasm , Protein Kinase Inhibitors/pharmacology , Antineoplastic Agents/therapeutic use , Drug Resistance, Neoplasm/genetics , Fusion Proteins, bcr-abl/genetics , Gene Expression Regulation, Leukemic , Humans , Imatinib Mesylate/pharmacology , Imatinib Mesylate/therapeutic use , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/drug therapy , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/genetics , Leukemia, Myelogenous, Chronic, BCR-ABL Positive/pathology , Mutation , Protein Kinase Inhibitors/therapeutic use , Treatment Outcome
7.
Future Oncol ; 14(22): 2265-2277, 2018 Sep.
Article in English | MEDLINE | ID: mdl-29569483

ABSTRACT

AIM: Idelalisib (IDELA) treatment is associated with diarrhea/colitis (incidence of ∼15% grade ≥3). We performed a retrospective analysis of gastrointestinal biopsies from 29 patients treated with IDELA across nine clinical trials. METHODS: A central core laboratory performed histopathologic review, immunohistochemistry, and droplet digital PCR viral studies. These results were correlated with tissue immune profiling data and morphologic features per modified Geboes score. RESULTS: Out of 29 eligible patients with abdominal pain or diarrhea, 24 (82.8%) had reported adverse event terms of diarrhea and/or colitis. Infectious pathogens were detected in 9/29 samples. Most biopsies presented with mixed/inflammatory infiltrates and contained increased numbers of FOXP3+ cells versus normal controls. CONCLUSION: This study revealed evidence of T-cell dysregulation and a substantial infectious component in association with IDELA-related diarrhea/colitis.


Subject(s)
Colitis/chemically induced , Diarrhea/chemically induced , Purines/adverse effects , Quinazolinones/adverse effects , Aged , Aged, 80 and over , Antineoplastic Agents/adverse effects , Biopsy , Colitis/drug therapy , Colitis/pathology , Colitis/virology , Colon/pathology , Colon/virology , Cytomegalovirus Infections/pathology , Diarrhea/drug therapy , Diarrhea/pathology , Female , Humans , Immunohistochemistry/methods , Male , Middle Aged , Polymerase Chain Reaction , Rectum/pathology , Rectum/virology
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