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1.
Blood ; 139(4): 608-623, 2022 01 27.
Article in English | MEDLINE | ID: mdl-34657151

ABSTRACT

The key immunologic signatures associated with clinical outcomes after posttransplant cyclophosphamide (PTCy)-based HLA-haploidentical (haplo) and HLA-matched bone marrow transplantation (BMT) are largely unknown. To address this gap in knowledge, we used machine learning to decipher clinically relevant signatures from immunophenotypic, proteomic, and clinical data and then examined transcriptome changes in the lymphocyte subsets that predicted major posttransplant outcomes. Kinetics of immune subset reconstitution after day 28 were similar for 70 patients undergoing haplo and 75 patients undergoing HLA-matched BMT. Machine learning based on 35 candidate factors (10 clinical, 18 cellular, and 7 proteomic) revealed that combined elevations in effector CD4+ conventional T cells (Tconv) and CXCL9 at day 28 predicted acute graft-versus-host disease (aGVHD). Furthermore, higher NK cell counts predicted improved overall survival (OS) due to a reduction in both nonrelapse mortality and relapse. Transcriptional and flow-cytometric analyses of recovering lymphocytes in patients with aGVHD identified preserved hallmarks of functional CD4+ regulatory T cells (Tregs) while highlighting a Tconv-driven inflammatory and metabolic axis distinct from that seen with conventional GVHD prophylaxis. Patients developing early relapse displayed a loss of inflammatory gene signatures in NK cells and a transcriptional exhaustion phenotype in CD8+ T cells. Using a multimodality approach, we highlight the utility of systems biology in BMT biomarker discovery and offer a novel understanding of how PTCy influences alloimmune responses. Our work charts future directions for novel therapeutic interventions after these increasingly used GVHD prophylaxis platforms. Specimens collected on NCT0079656226 and NCT0080927627 https://clinicaltrials.gov/.


Subject(s)
Bone Marrow Transplantation , Cyclophosphamide/therapeutic use , Graft vs Host Disease/diagnosis , Immunosuppressive Agents/therapeutic use , Adult , Bone Marrow Transplantation/adverse effects , Female , Graft vs Host Disease/genetics , Graft vs Host Disease/immunology , Humans , Immune Reconstitution , Immunophenotyping , Killer Cells, Natural/immunology , Killer Cells, Natural/metabolism , Lymphocyte Subsets/immunology , Lymphocyte Subsets/metabolism , Machine Learning , Male , Middle Aged , Proteomics , Transcriptome , Young Adult
2.
Am J Clin Oncol ; 39(1): 18-26, 2016 Feb.
Article in English | MEDLINE | ID: mdl-24351782

ABSTRACT

OBJECTIVES: At diagnosis, 30% of patients with pancreatic cancer are unresectable stage 3 locally advanced. The standard treatment for locally advanced pancreatic cancer (LAPC) is not defined. The current study was conducted to assess the roles of chemotherapy and chemoradiation for LAPC treatment. MATERIALS AND METHODS: Between June 2006 and March 2011, 100 patients with LAPC were treated at the Johns Hopkins Hospital. Retrospective analysis was performed to compare cumulative incidence of progression (CIP) and overall survival (OS) among different subgroups. RESULTS: For the 100 patients, the median OS was 15.8 months and the median CIP was 8.4 months. The combination of chemotherapy and chemoradiation before disease progression was significantly associated with improved CIP (P=0.001) and improved OS when compared with chemoradiation alone (median OS: 16.4 vs. 11.1 mo, P=0.03). Among patients receiving combination treatment, patients who received chemotherapy first followed by chemoradiation had a trend toward lower CIP (P=0.09) and improved OS (median OS: 18.1 vs. 11.0 mo, P=0.09). Patients who received >2 cycles of chemotherapy before chemoradiation had a significantly decreased CIP (P=0.008) and a trend toward better OS (median OS: 19.4 vs. 15.7 mo, P=0.10). On multivariate analysis, receiving >2 cycles of chemotherapy before chemoradiation was associated with improved CIP. CONCLUSIONS: Although combination chemotherapy and chemoradiation is favored in the treatment of LAPC, longer induction chemotherapy may play a more important role in sensitization of tumors to subsequent chemoradiation. Our results support treating patients with induction chemotherapy for at least 3 cycles followed by consolidative chemoradiation. These results merit further validation by a prospective study.


Subject(s)
Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Induction Chemotherapy/methods , Pancreatic Neoplasms/therapy , Adult , Age Factors , Aged , Aged, 80 and over , Capecitabine/administration & dosage , Chemoradiotherapy , Cohort Studies , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Disease-Free Survival , Female , Fluorouracil/administration & dosage , Humans , Male , Middle Aged , Neoplasm Staging , Pancreatic Neoplasms/mortality , Pancreatic Neoplasms/pathology , Proportional Hazards Models , Retrospective Studies , Sex Factors , Time Factors , Treatment Outcome , Gemcitabine
3.
Biochem Biophys Res Commun ; 450(4): 1422-6, 2014 Aug 08.
Article in English | MEDLINE | ID: mdl-25044113

ABSTRACT

Deregulated expression of high-risk human papillomavirus oncogenes (E6 and E7) is a pivotal event for pathogenesis and progression in cervical cancer. Both viral oncogenes are therefore regarded as ideal therapeutic targets. In the hope of developing a gene-specific therapy for HPV-related cancer, we established CRISPR/Cas9 targeting promoter of HPV 16 E6/E7 and targeting E6, E7 transcript, transduced the CRISPR/Cas9 into cervical HPV-16-positive cell line SiHa. The results showed that CRISPR/Cas9 targeting promoter, as well as targeting E6 and E7 resulted in accumulation of p53 and p21 protein, and consequently remarkably reduced the abilities of proliferation of cervical cancer cells in vitro. Then we inoculated subcutaneously cells into nude mice to establish the transplanted tumor animal models, and found dramatically inhibited tumorigenesis and growth of mice incubated by cells with CRISPR/Cas9 targeting (promoter+E6+E7)-transcript. Our results may provide evidence for application of CRISPR/Cas9 targeting HR-HPV key oncogenes, as a new treatment strategy, in cervical and other HPV-associated cancer therapy.


Subject(s)
Alphapapillomavirus/isolation & purification , Cell Division/physiology , Clustered Regularly Interspaced Short Palindromic Repeats/physiology , Uterine Cervical Neoplasms/virology , Base Sequence , Cell Line, Tumor , DNA Primers , Female , Humans , In Vitro Techniques , Uterine Cervical Neoplasms/pathology
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