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1.
Cell Rep ; 41(8): 111697, 2022 11 22.
Article in English | MEDLINE | ID: mdl-36417885

ABSTRACT

Pathway analysis is a key analytical stage in the interpretation of omics data, providing a powerful method for detecting alterations in cellular processes. We recently developed a sensitive and distribution-free statistical framework for multisample distribution testing, which we implement here in the open-source R package single-cell pathway analysis (SCPA). We demonstrate the effectiveness of SCPA over commonly used methods, generate a scRNA-seq T cell dataset, and characterize pathway activity over early cellular activation. This reveals regulatory pathways in T cells, including an intrinsic type I interferon system regulating T cell survival and a reliance on arachidonic acid metabolism throughout T cell activation. A systems-level characterization of pathway activity in T cells across multiple tissues also identifies alpha-defensin expression as a hallmark of bone-marrow-derived T cells. Overall, this work provides a widely applicable tool for single-cell pathway analysis and highlights regulatory mechanisms of T cells.


Subject(s)
Single-Cell Analysis , Software , Single-Cell Analysis/methods , Lymphocyte Activation , Exome Sequencing/methods , T-Lymphocytes
2.
Biol Blood Marrow Transplant ; 25(2): 216-222, 2019 02.
Article in English | MEDLINE | ID: mdl-30292745

ABSTRACT

Blockade of the T-cell exhaustion marker PD-1 to re-energize the immune response is emerging as a promising cancer treatment. Relapse of hematologic malignancy after allogeneic stem cell transplantation limits the success of this approach, and PD-1 blockade may hold therapeutic promise. However, PD-1 expression and its relationship with post-transplant relapse is poorly described. Because the donor immunity is activated by alloresponses, PD-1 expression may differ from nontransplanted individuals, and PD-1 blockade could risk graft-versus-host disease. Here we analyzed T-cell exhaustion marker kinetics and their relationship with leukemia relapse in 85 patients undergoing myeloablative T-cell-depleted HLA-matched stem cell transplantation. At a median follow-up of 3.5 years, 35 (44%) patients relapsed. PD-1 expression in CD4 and CD8 T cells was comparably elevated in relapsed and nonrelapsed cohorts. Helios+ regulatory T cells and CD8 effector memory cells at day 30 emerged as independent predictors of relapse. Although leukemia antigen-specific T cells did not overexpress PD-1, single-cell analysis revealed LAG3 and TIM3 overexpression at relapse. These findings indicate that PD-1 is an unreliable marker for leukemia-specific T-cell exhaustion in relapsing patients but implies other exhaustion markers and suppressor cells as relapse biomarkers.


Subject(s)
Biomarkers, Tumor/immunology , Gene Expression Regulation, Leukemic/immunology , Leukemia , Neoplasm Proteins/immunology , Programmed Cell Death 1 Receptor/immunology , Stem Cell Transplantation , Adult , Allografts , Disease-Free Survival , Female , Follow-Up Studies , Humans , Leukemia/immunology , Leukemia/mortality , Leukemia/pathology , Leukemia/therapy , Male , Middle Aged , Recurrence , Survival Rate
3.
Biol Blood Marrow Transplant ; 24(3): 460-466, 2018 03.
Article in English | MEDLINE | ID: mdl-29197677

ABSTRACT

Various approaches have been developed for ex vivo T cell depletion in allogeneic stem cell transplantation to prevent graft-versus-host disease (GVHD). Direct comparisons of T cell depletion strategies have not been well studied, however. We evaluated cellular and plasma biomarkers in 2 different graft manipulation strategies, CD3+CD19+ cell depletion (CD3/19D) versus CD34+ selection (CD34S), and their associations with clinical outcomes. Identical conditions, including the myeloablative preparative regimen, HLA-identical sibling donor, GVHD prophylaxis, and graft source, were used in the 2 cohorts. Major clinical outcomes were similar in the 2 groups in terms of overall survival, nonrelapse mortality, and cumulative incidence of relapse; however, the cumulative incidence of acute GVHD trended to be higher in the CD3/19D cohort compared with the CD34S cohort. A distinct biomarker profile was noted in the CD3/19D cohort: higher levels of ST2, impaired Helios- FoxP3+Treg reconstitution, and rapid reconstitution of naïve, Th2, and Th17 CD4 cells in the early post-transplantation period. In vitro graft replication studies confirmed that CD3/19D disproportionately depleted Tregs and other CD4 subset repertoires in the graft. This study confirms the utility of biomarker monitoring, which can be directly correlated with biological consequences and possible future therapeutic indications.


Subject(s)
Antigens, CD19/immunology , Antigens, CD34/immunology , Hematologic Neoplasms , Lymphocyte Depletion , Peripheral Blood Stem Cell Transplantation , Siblings , T-Lymphocytes, Helper-Inducer/immunology , Tissue Donors , Transplantation Conditioning/methods , Adolescent , Adult , Aged , Allografts , Child , Female , Graft vs Host Disease/immunology , Graft vs Host Disease/prevention & control , Hematologic Neoplasms/immunology , Hematologic Neoplasms/mortality , Hematologic Neoplasms/therapy , Humans , Male , Middle Aged , Prospective Studies
4.
Leuk Res Rep ; 7: 40-44, 2017.
Article in English | MEDLINE | ID: mdl-28462085

ABSTRACT

Patients with high risk myelodysplastic syndromes (MDS) and acute myelogenous leukemia (AML) are commonly older with multiple co-morbidities, rendering them unsuitable for intensive induction chemotherapy or transplantation. We report preliminary cellular immune profiling of four cases receiving sequential clofarabine and lenalidomide for high risk MDS and AML in a phase I study. Our results highlight the potential of immune profiling for monitoring immune-modifying agents in high risk MDS and AML.

5.
Lancet Haematol ; 3(1): e22-9, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26765645

ABSTRACT

BACKGROUND: T-cell large granular lymphocytic leukaemia (T-LGL) is a lymphoproliferative disease that presents with immune-mediated cytopenias and is characterised by clonal expansion of cytotoxic CD3+ CD8+ lymphocytes. Use of methotrexate, ciclosporin, or cyclophosphamide as first therapy improves cytopenias in 50% of patients, but long-term use of these can lead to toxicity. We aimed to explore the activity and safety of alemtuzumab, an anti-CD52 monoclonal antibody, in patients with T-LGL. METHODS: We did this single-arm, phase 2 trial in consecutively enrolled adults with T-LGL referred to the National Institutes of Health in Bethesda, MD, USA. Alemtuzumab was given intravenously at 10 mg per day for 10 days. The primary endpoint was haematological response at 3 months after infusion. A complete response was defined as normalisation of all affected lineages, and a partial response was defined in neutropenic patients as 100% increase in the absolute neutrophil count to more than 5 × 10(8) cells per L, and in those with anaemia, as any increase in haemoglobin of 20 g/L or higher observed in at least two serial measurements 1 week apart and sustained for 1 month or longer without exogenous growth factors support or transfusions. Analysis was by intention to treat. We report results from the first stage of this Simon two-stage design trial; enrolment into the second stage is continuing. This study is registered with ClinicalTrials.gov, number NCT00345345. FINDINGS: From Oct 1, 2006, to March 1, 2015, we enrolled 25 patients with T-LGL. 14 patients (56%; 95% CI 35-76) had a haematological response at 3 months. Four patients with associated myelodysplastic syndrome and two who had received haemopoietic stem cell transplantation had either no response or were not evaluable, meaning 14 (74% [49-91]) of the 19 patients with classic T-LGL responded. All patients had an infusion reaction (24 [96%] patients grade 1-2, one [4%] patient grade 3), which improved with symptomatic therapy. All patients developed lymphopenia, with 22 (88%) patients having grade 3 or 4 lymphopenia. The other most common grade 3 and 4 adverse events were leukopenia (eight [32%]) and neutropenic infections (five [20%]). Seven patients died; all were non-responders. INTERPRETATION: This is the largest and only prospective study of alemtuzumab in patients with T-LGL. The activity reported with a single course of a lymphocytotoxic drug in patients with mainly relapsed and refractory disease suggests that haematological response can be achieved without continued use of oral immunosuppression. FUNDING: National Heart, Lung, and Blood Institute.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antineoplastic Agents/therapeutic use , Leukemia, Large Granular Lymphocytic/drug therapy , Aged , Alemtuzumab , Drug Administration Schedule , Female , Humans , Male , Middle Aged , Prospective Studies , Remission Induction , Treatment Outcome
6.
Stem Cells ; 32(5): 1278-88, 2014 May.
Article in English | MEDLINE | ID: mdl-24452962

ABSTRACT

Bone marrow mesenchymal stromal cells (BMSCs) have been used to treat acute graft-versus-host disease (GVHD) and other complications following allogeneic hematopoietic stem cell transplantation (SCT). We conducted a phase I trial using third party, early passage BMSCs for patients with steroid-refractory GVHD, tissue injury, or marrow failure following SCT to investigate safety and efficacy. To identify mechanisms of BMSC immunomodulation and tissue repair, patients were serially monitored for plasma GVHD biomarkers, cytokines, and lymphocyte phenotype. Ten subjects were infused a fixed dose of 2 × 10(6) BMSCs/kg intravenously weekly for three doses. There was no treatment-related toxicity (primary endpoint). Eight subjects were evaluable for response at 4 weeks after the last infusion. Five of the seven patients with steroid-refractory acute GVHD achieved a complete response, two of two patients with tissue injury (pneumomediastinum/pneumothorax) achieved resolution but there was no response in two subjects with delayed marrow failure. Rapid reductions in inflammatory cytokines were observed. Clinical responses correlated with a fall in biomarkers (Reg 3α, CK18, and Elafin) relevant for the site of GVHD or tissue injury. The GVHD complete responders survived significantly longer and had higher baseline absolute lymphocyte and central memory CD4 and CD8 counts. Cytokine changes also segregated with survival. These results confirm that BMSCs are associated with rapid clinical and biomarker responses in GVHD and tissue injury. However, BMSCs were ineffective in patients with prolonged GVHD with lower lymphocyte counts, which suggest that effective GVHD control by BMSCs requires a relatively intact immune system.


Subject(s)
Bone Marrow Cells/cytology , Graft vs Host Disease/therapy , Hematopoietic Stem Cell Transplantation/adverse effects , Mesenchymal Stem Cell Transplantation/methods , Mesenchymal Stem Cells/cytology , Adult , Aged , Antigens, Neoplasm/blood , Biomarkers, Tumor/blood , CD4-Positive T-Lymphocytes/cytology , CD8-Positive T-Lymphocytes/cytology , Cytokines/blood , Elafin/blood , Female , Graft vs Host Disease/blood , Graft vs Host Disease/etiology , Hematopoietic Stem Cell Transplantation/methods , Humans , Infusions, Intravenous , Keratin-18/blood , Lectins, C-Type/blood , Lymphocyte Count , Male , Mediastinal Emphysema/blood , Mediastinal Emphysema/etiology , Mediastinal Emphysema/therapy , Middle Aged , Pancreatitis-Associated Proteins , Pneumothorax/blood , Pneumothorax/etiology , Pneumothorax/therapy , Survival Analysis , Transplantation, Homologous , Treatment Outcome , Young Adult
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