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1.
Proc Natl Acad Sci U S A ; 120(32): e2306731120, 2023 08 08.
Article in English | MEDLINE | ID: mdl-37523555

ABSTRACT

Amyotrophic lateral sclerosis (ALS) is a fatal disease affecting upper and lower motor neurons. Microglia directly interact with motor neurons and participate in the progression of ALS. Single-cell mass cytometry (CyTOF) analysis revealed prominent expression of α5 integrin in microglia and macrophages in a superoxide dismutase-1 G93A mouse model of ALS (SOD1G93A). In postmortem tissues from ALS patients with various clinical ALS phenotypes and disease duration, α5 integrin is prominent in motor pathways of the central and peripheral nervous system and in perivascular zones associated with the blood-brain barrier. In SOD1G93A mice, administration of a monoclonal antibody against α5 integrin increased survival compared to an isotype control and improved motor function on behavioral testing. Together, these findings in mice and in humans suggest that α5 integrin is a potential therapeutic target in ALS.


Subject(s)
Amyotrophic Lateral Sclerosis , Motor Cortex , Mice , Humans , Animals , Amyotrophic Lateral Sclerosis/metabolism , Superoxide Dismutase-1/genetics , Superoxide Dismutase-1/metabolism , Integrin alpha5/metabolism , Mice, Transgenic , Superoxide Dismutase/metabolism , Macrophages/metabolism , Disease Models, Animal
2.
Nat Commun ; 11(1): 5583, 2020 11 04.
Article in English | MEDLINE | ID: mdl-33149148

ABSTRACT

Close proximity between cytotoxic T lymphocytes and tumour cells is required for effective immunotherapy. However, what controls the spatial distribution of T cells in the tumour microenvironment is not well understood. Here we couple digital pathology and transcriptome analysis on a large ovarian tumour cohort and develop a machine learning approach to molecularly classify and characterize tumour-immune phenotypes. Our study identifies two important hallmarks characterizing T cell excluded tumours: 1) loss of antigen presentation on tumour cells and 2) upregulation of TGFß and activated stroma. Furthermore, we identify TGFß as an important mediator of T cell exclusion. TGFß reduces MHC-I expression in ovarian cancer cells in vitro. TGFß also activates fibroblasts and induces extracellular matrix production as a potential physical barrier to hinder T cell infiltration. Our findings indicate that targeting TGFß might be a promising strategy to overcome T cell exclusion and improve clinical benefits of cancer immunotherapy.


Subject(s)
CD8-Positive T-Lymphocytes/immunology , Carcinoma, Ovarian Epithelial/immunology , Gene Expression Regulation, Neoplastic/immunology , Ovarian Neoplasms/immunology , Transforming Growth Factor beta/metabolism , Tumor Microenvironment/immunology , Antigen Presentation/immunology , Carcinoma, Ovarian Epithelial/genetics , Carcinoma, Ovarian Epithelial/metabolism , Carcinoma, Ovarian Epithelial/pathology , Cell Line, Tumor , Cohort Studies , DNA Methylation , Endopeptidases , Female , Gelatinases/metabolism , Gene Expression Profiling , Histocompatibility Antigens Class I/metabolism , Humans , Machine Learning , Membrane Proteins/metabolism , Multigene Family , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism , Ovarian Neoplasms/pathology , Prognosis , RNA-Seq , Serine Endopeptidases/metabolism , Stromal Cells/metabolism
3.
Genetics ; 212(2): 365-376, 2019 06.
Article in English | MEDLINE | ID: mdl-31167898

ABSTRACT

Bruce Baker, a preeminent Drosophila geneticist who made fundamental contributions to our understanding of the molecular genetic basis of sex differences, passed away July 1, 2018 at the age of 72. Members of Bruce's laboratory remember him as an intensely dedicated, rigorous, creative, deep-thinking, and fearless scientist. His trainees also remember his strong commitment to teaching students at every level. Bruce's career studying sex differences had three major epochs, where the laboratory was focused on: (1) sex determination and dosage compensation, (2) the development of sex-specific structures, and (3) the molecular genetic basis for sex differences in behavior. Several members of the Baker laboratory have come together to honor Bruce by highlighting some of the laboratory's major scientific contributions in these areas.


Subject(s)
Drosophila/genetics , Genetics/history , Sex Determination Processes/genetics , Animals , Dosage Compensation, Genetic , Evolution, Molecular , History, 20th Century , History, 21st Century , Mentors , Sexual Behavior
4.
J Mol Diagn ; 19(6): 921-932, 2017 11.
Article in English | MEDLINE | ID: mdl-28867605

ABSTRACT

Circulating tumor DNA (ctDNA) has potential to serve as a biomarker for noninvasive monitoring of treatment response and disease progression. However, broad clinical applicability of ctDNA has been limited by the low sensitivity, throughput, and patient coverage offered by existing ctDNA detection methods. Herein, we report the adaptation and characterization of the microfluidics multiplex PCR sequencing technology for high-throughput and sensitive quantitation of ctDNA. A multiplex PCR preamplification step was developed and incorporated into the microfluidics multiplex PCR sequencing work flow to enable low-input ctDNA analysis with enhanced sensitivity. An empirical bayesian model was developed to characterize both position and substitution-associated system errors specific to this platform and provided a tailored approach to greatly enhance the confidence and accuracy of variant calling for ctDNA analysis. Clinical validation of this platform for ctDNA mutation detection demonstrated an overall sensitivity of 92% and specificity of 100% when using mutation calls in the matched tumor tissues as a benchmark. Finally, we established an early proof of concept of clinical utility of this ctDNA work flow for monitoring disease progression using clinical trial samples. Our novel ctDNA work flow provides a high-throughput and sensitive platform that can be implemented in clinical trials for mutation detection and disease monitoring from plasma ctDNA.


Subject(s)
Biomarkers, Tumor/blood , Circulating Tumor DNA/blood , High-Throughput Nucleotide Sequencing/methods , Neoplasms/blood , Humans , Microfluidics/methods , Multiplex Polymerase Chain Reaction/methods , Mutation , Neoplasms/genetics , Neoplasms/pathology
5.
Clin Cancer Res ; 21(13): 2941-51, 2015 Jul 01.
Article in English | MEDLINE | ID: mdl-25838397

ABSTRACT

PURPOSE: Up to one third of ovarian cancer patients are intrinsically resistant to platinum-based treatment. However, predictive and therapeutic strategies are lacking due to a poor understanding of the underlying molecular mechanisms. This study aimed to identify key molecular characteristics that are associated with primary chemoresistance in epithelial ovarian cancers. EXPERIMENTAL DESIGN: Gene expression profiling was performed on a discovery set of 85 ovarian tumors with clinically well-defined response to chemotherapies as well as on an independent validation dataset containing 138 ovarian patients from the chemotreatment arm of the ICON7 trial. RESULTS: We identified a distinct "reactive stroma" gene signature that is specifically associated with primary chemoresistant tumors and was further upregulated in posttreatment recurrent tumors. Immunohistochemistry (IHC) and RNA in situ hybridization (RNA ISH) analyses on three of the highest-ranked signature genes (POSTN, LOX, and FAP) confirmed that modulation of the reactive stroma signature genes within the peritumoral stromal compartments was specifically associated with the clinical chemoresistance. Consistent with these findings, chemosensitive ovarian cells grown in the presence of recombinant POSTN promoted resistance to carboplatin and paclitaxel treatment in vitro. Finally, we validated the reactive stroma signature in an independent dataset and demonstrated that a high POSTN expression level predicts shorter progression-free survival following first-line chemotherapy. CONCLUSIONS: Our findings highlight the important interplay between cancer and the tumor microenvironment in ovarian cancer biology and treatment. The identified reactive stromal components in this study provide a molecular basis to the further development of novel diagnostic and therapeutic strategies for overcoming chemoresistance in ovarian cancer.


Subject(s)
Antineoplastic Agents/pharmacology , Cell Adhesion Molecules/metabolism , Drug Resistance, Neoplasm , Neoplasms, Glandular and Epithelial/metabolism , Ovarian Neoplasms/metabolism , Adult , Aged , Carboplatin/pharmacology , Carcinoma, Ovarian Epithelial , Cell Adhesion Molecules/genetics , Cell Line, Tumor , Disease-Free Survival , Female , Fibroblasts/metabolism , Humans , Middle Aged , Neoplasms, Glandular and Epithelial/drug therapy , Neoplasms, Glandular and Epithelial/mortality , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/mortality , Paclitaxel/pharmacology , Transcriptome , Treatment Outcome , Tumor Microenvironment , Up-Regulation
6.
Clin Cancer Res ; 20(8): 2080-91, 2014 Apr 15.
Article in English | MEDLINE | ID: mdl-24573554

ABSTRACT

PURPOSE: Tailoring cancer treatment to tumor molecular characteristics promises to make personalized medicine a reality. However, reliable genetic profiling of archived clinical specimens has been hindered by limited sensitivity and high false-positive rates. Here, we describe a novel methodology, MMP-seq, which enables sensitive and specific high-throughput, high-content genetic profiling in archived clinical samples. EXPERIMENTAL DESIGN: We first validated the technical performance of MMP-seq in 66 cancer cell lines and a Latin square cross-dilution of known somatic mutations. We next characterized the performance of MMP-seq in 17 formalin-fixed paraffin-embedded (FFPE) clinical samples using matched fresh-frozen tissue from the same tumors as benchmarks. To demonstrate the potential clinical utility of our methodology, we profiled FFPE tumor samples from 73 patients with endometrial cancer. RESULTS: We demonstrated that MMP-seq enabled rapid and simultaneous profiling of a panel of 88 cancer genes in 48 samples, and detected variants at frequencies as low as 0.4%. We identified DNA degradation and deamination as the main error sources and developed practical and robust strategies for mitigating these issues, and dramatically reduced the false-positive rate. Applying MMP-seq to a cohort of endometrial tumor samples identified extensive, potentially actionable alterations in the PI3K (phosphoinositide 3-kinase) and RAS pathways, including novel PIK3R1 hotspot mutations that may disrupt negative regulation of PIK3CA. CONCLUSIONS: MMP-seq provides a robust solution for comprehensive, reliable, and high-throughput genetic profiling of clinical tumor samples, paving the way for the incorporation of genomic-based testing into clinical investigation and practice.


Subject(s)
High-Throughput Nucleotide Sequencing/methods , Multiplex Polymerase Chain Reaction/methods , Mutation , Neoplasms/genetics , Tumor Suppressor Proteins/genetics , Cell Line, Tumor , Class I Phosphatidylinositol 3-Kinases , Class Ia Phosphatidylinositol 3-Kinase , DNA Mutational Analysis/methods , DNA, Neoplasm/genetics , DNA, Neoplasm/metabolism , ErbB Receptors/genetics , Genotyping Techniques , Humans , MCF-7 Cells , Neoplasms/metabolism , Neoplasms/pathology , PTEN Phosphohydrolase/genetics , Paraffin Embedding , Phosphatidylinositol 3-Kinases/genetics , Proto-Oncogene Proteins B-raf/genetics , Reproducibility of Results , Tumor Suppressor Proteins/metabolism , ras Proteins/genetics
7.
Nat Genet ; 36(3): 283-7, 2004 Mar.
Article in English | MEDLINE | ID: mdl-14981521

ABSTRACT

With the availability of complete genome sequence for Drosophila melanogaster, one of the next strategic goals for fly researchers is a complete gene knockout collection. The P-element transposon, the workhorse of D. melanogaster molecular genetics, has a pronounced nonrandom insertion spectrum. It has been estimated that 87% saturation of the approximately 13,500-gene complement of D. melanogaster might require generating and analyzing up to 150,000 insertions. We describe specific improvements to the lepidopteran transposon piggyBac and the P element that enabled us to tag and disrupt genes in D. melanogaster more efficiently. We generated over 29,000 inserts resulting in 53% gene saturation and a more diverse collection of phenotypically stronger insertional alleles. We found that piggyBac has distinct global and local gene-tagging behavior from that of P elements. Notably, piggyBac excisions from the germ line are nearly always precise, piggyBac does not share chromosomal hotspots associated with P and piggyBac is more effective at gene disruption because it lacks the P bias for insertion in 5' regulatory sequences.


Subject(s)
DNA Transposable Elements , Drosophila melanogaster/genetics , Genes, Insect , Animals , Mutagenesis, Insertional
8.
Cell ; 108(6): 865-76, 2002 Mar 22.
Article in English | MEDLINE | ID: mdl-11955438

ABSTRACT

We show that a vascular endothelial growth factor (VEGF) pathway controls embryonic migrations of blood cells (hemocytes) in Drosophila. The VEGF receptor homolog is expressed in hemocytes, and three VEGF homologs are expressed along hemocyte migration routes. A receptor mutation arrests progression of blood cell movement. Mutations in Vegf17E or Vegf27Cb have no effect, but simultaneous inactivation of all three Vegf genes phenocopied the receptor mutant, and ectopic expression of Vegf27Cb redirected migration. Genetic experiments indicate that the VEGF pathway functions independently of pathways governing hemocyte homing on apoptotic cells. The results suggest that the Drosophila VEGF pathway guides developmental migrations of blood cells, and we speculate that the ancestral function of VEGF pathways was to guide blood cell movement.


Subject(s)
Cell Movement/physiology , Hemocytes/cytology , Receptor Protein-Tyrosine Kinases/genetics , Receptor Protein-Tyrosine Kinases/metabolism , Receptors, Growth Factor/genetics , Receptors, Growth Factor/metabolism , Amino Acid Sequence , Animals , Apoptosis/physiology , Biological Evolution , Blood Vessels/cytology , Blood Vessels/growth & development , Drosophila , Endothelial Growth Factors/genetics , Endothelial Growth Factors/metabolism , Gene Expression Regulation, Developmental , Hemocytes/physiology , Lymphokines/genetics , Lymphokines/metabolism , Molecular Sequence Data , Mutagenesis/physiology , RNA, Messenger/analysis , Receptors, Vascular Endothelial Growth Factor , Signal Transduction/physiology , Vascular Endothelial Growth Factor A , Vascular Endothelial Growth Factors
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