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1.
J Natl Cancer Inst ; 113(1): 27-37, 2021 01 04.
Article in English | MEDLINE | ID: mdl-32339229

ABSTRACT

BACKGROUND: Tumor molecular profiling from patients experiencing exceptional responses to systemic therapy may provide insights into cancer biology and improve treatment tailoring. This pilot study evaluates the feasibility of identifying exceptional responders retrospectively, obtaining pre-exceptional response treatment tumor tissues, and analyzing them with state-of-the-art molecular analysis tools to identify potential molecular explanations for responses. METHODS: Exceptional response was defined as partial (PR) or complete (CR) response to a systemic treatment with population PR or CR rate less than 10% or an unusually long response (eg, duration >3 times published median). Cases proposed by patients' clinicians were reviewed by clinical and translational experts. Tumor and normal tissue (if possible) were profiled with whole exome sequencing and, if possible, targeted deep sequencing, RNA sequencing, methylation arrays, and immunohistochemistry. Potential germline mutations were tracked for relevance to disease. RESULTS: Cases reflected a variety of tumors and standard and investigational treatments. Of 520 cases, 476 (91.5%) were accepted for further review, and 222 of 476 (46.6%) proposed cases met requirements as exceptional responders. Clinical data were obtained from 168 of 222 cases (75.7%). Tumor was provided from 130 of 168 cases (77.4%). Of 117 of the 130 (90.0%) cases with sufficient nucleic acids, 109 (93.2%) were successfully analyzed; 6 patients had potentially actionable germline mutations. CONCLUSION: Exceptional responses occur with standard and investigational treatment. Retrospective identification of exceptional responders, accessioning, and sequencing of pretreatment archived tissue is feasible. Data from molecular analyses of tumors, particularly when combining results from patients who received similar treatments, may elucidate molecular bases for exceptional responses.


Subject(s)
Neoplasms/drug therapy , Neoplasms/genetics , Transcriptome/genetics , Adult , Aged , Aged, 80 and over , Feasibility Studies , Female , High-Throughput Nucleotide Sequencing , Humans , Male , Middle Aged , Mutation/genetics , National Cancer Institute (U.S.) , Neoplasms/epidemiology , Neoplasms/pathology , Pilot Projects , Precision Medicine , Retrospective Studies , Sequence Analysis, RNA , United States/epidemiology , Exome Sequencing
2.
Cancer Cell ; 39(1): 38-53.e7, 2021 01 11.
Article in English | MEDLINE | ID: mdl-33217343

ABSTRACT

A small fraction of cancer patients with advanced disease survive significantly longer than patients with clinically comparable tumors. Molecular mechanisms for exceptional responses to therapy have been identified by genomic analysis of tumor biopsies from individual patients. Here, we analyzed tumor biopsies from an unbiased cohort of 111 exceptional responder patients using multiple platforms to profile genetic and epigenetic aberrations as well as the tumor microenvironment. Integrative analysis uncovered plausible mechanisms for the therapeutic response in nearly a quarter of the patients. The mechanisms were assigned to four broad categories-DNA damage response, intracellular signaling, immune engagement, and genetic alterations characteristic of favorable prognosis-with many tumors falling into multiple categories. These analyses revealed synthetic lethal relationships that may be exploited therapeutically and rare genetic lesions that favor therapeutic success, while also providing a wealth of testable hypotheses regarding oncogenic mechanisms that may influence the response to cancer therapy.


Subject(s)
Antineoplastic Agents/therapeutic use , Gene Regulatory Networks , Genetic Variation , Genomics/methods , Neoplasms/drug therapy , Biopsy , Epigenesis, Genetic , Female , Humans , Male , Neoplasms/genetics , Neoplasms/pathology , Prognosis , Survival Analysis , Treatment Outcome , Tumor Microenvironment
3.
Cell Syst ; 9(1): 24-34.e10, 2019 07 24.
Article in English | MEDLINE | ID: mdl-31344359

ABSTRACT

We present a systematic analysis of the effects of synchronizing a large-scale, deeply characterized, multi-omic dataset to the current human reference genome, using updated software, pipelines, and annotations. For each of 5 molecular data platforms in The Cancer Genome Atlas (TCGA)-mRNA and miRNA expression, single nucleotide variants, DNA methylation and copy number alterations-comprehensive sample, gene, and probe-level studies were performed, towards quantifying the degree of similarity between the 'legacy' GRCh37 (hg19) TCGA data and its GRCh38 (hg38) version as 'harmonized' by the Genomic Data Commons. We offer gene lists to elucidate differences that remained after controlling for confounders, and strategies to mitigate their impact on biological interpretation. Our results demonstrate that the hg19 and hg38 TCGA datasets are very highly concordant, promote informed use of either legacy or harmonized omics data, and provide a rubric that encourages similar comparisons as new data emerge and reference data evolve.


Subject(s)
Genome/genetics , MicroRNAs/genetics , Neoplasms/genetics , Software , Controlled Before-After Studies , Datasets as Topic , Gene Expression Profiling , Genome, Human , Genomics , Health Information Exchange , High-Throughput Nucleotide Sequencing , Humans , Molecular Sequence Annotation , Reproducibility of Results
4.
Mol Vis ; 11: 36-49, 2005 Jan 13.
Article in English | MEDLINE | ID: mdl-15660023

ABSTRACT

PURPOSE: We hypothesize that remodeling of the scleral extracellular matrix, involving collagen and proteoglycan synthesis and turnover, is a key process involved in ocular growth. Decreased axial elongation is observed following neonatal removal of the crystalline lens in a rhesus monkey model of congenital cataract. We wanted to determine changes in gene expression in the operated and companion eye following lensectomy, especially for extracellular matrix in the sclera. METHODS: Between 4 and 7 days of age, infant monkeys underwent surgical removal of the lens from the right eye. Axial lengths of the operated and unmanipulated fellow eyes were measured and when interocular differences of >0.4 mm were achieved, monkeys were sacrificed and RNA was isolated from sclera. In order to determine changes in scleral gene expression in aphakic versus control eyes, we used Clontech's Atlas Gene Array (Human Cancer Array version 1.2) hybridized with total RNA from three monkeys. RESULTS: Atlas Gene Array analysis demonstrated differential expression of several genes in the operated versus the unmanipulated eye. Most notably, there was a statistically significant increase in expression of several extracellular matrix (ECM) genes including: aggrecan, decorin, biglycan, several collagens, and tenascin in the RNA from the sclera of the aphakic eyes when compared to the unmanipulated eyes. Genes for several matrix metalloproteinases (MMPs) showed no significant change following lens removal although there was a trend towards decreased expression. There were also statistically significant changes in the pattern of gene expression in the operated eye relative to the unmanipulated eye for cell adhesion, cell cycle, apoptosis, and cytoskeleton transcripts. CONCLUSIONS: Our results suggest that removal of the crystalline lens alters gene expression in the sclera with a prominent upregulation of ECM transcripts. These data support recent evidence that remodeling of the ECM composition of the sclera may be an important regulator of ocular growth.


Subject(s)
Aphakia/metabolism , Eye Proteins/genetics , Eye/growth & development , Gene Expression Regulation , Sclera/metabolism , Animals , Animals, Newborn , Extracellular Matrix/physiology , Extracellular Matrix Proteins/genetics , Extracellular Matrix Proteins/metabolism , Eye Proteins/metabolism , Gene Expression Profiling , Lens, Crystalline/surgery , Macaca mulatta , Oligonucleotide Array Sequence Analysis , RNA/isolation & purification , RNA, Messenger/metabolism , Up-Regulation
5.
Brain Res Mol Brain Res ; 138(2): 273-90, 2005 Aug 18.
Article in English | MEDLINE | ID: mdl-15964663

ABSTRACT

cDNA rat stress microarrays were used to test the general hypothesis that atypical gene expression patterns exist in the brains of Hydrocephalic-Texas (H-Tx) compared to normal Sprague-Dawley (SD) rats on embryonic day 18. Sixty-two percent of the 216 target transcripts were detected in at least 2 of 3 replicates, with maximum mean fold change (MFC) ratios (H-Tx:SD) in Bcl-2-related ovarian killer protein (BOK, 3.07) and peroxisome proliferator-activated receptor-alpha (PPAR-alpha, 0.04). Five (3.73%) of the 134 detected transcripts were elevated and 20 (17.2%) were suppressed more than twofold in H-Tx. MFC ratios for stress response, cytoskeleton-motility, and intracellular transducer-effector-modulator functional classifications were elevated, while MFC ratios for transcription and apoptosis groups were suppressed in H-Tx. K-means clustering revealed several patterns of gene expression with potential biological relevance in apoptosis, intracellular transducer-effector-modulator, metabolism, cell cycle, and stress response transcripts. Multiplex RT-PCR methodology, used to corroborate the cDNA data, captured four distinct temporal expression patterns on embryonic days 16-20 (E16-E20) for HSP27, DnaJ2, HSP47, HSP60, HSP70, HIP, HSP90A, and HSP90beta. The discovery of unique chaperone/heat shock expression profiles in the embryonic brains of H-Tx and SD rats is a powerful step towards the development of novel mechanistic hypotheses in the study of hydrocephalus disorders. This is the first study to associate early stress responses with the differential expression of chaperones/heat shock protein-related genes using the H-Tx model of congenital hydrocephalus.


Subject(s)
Brain/abnormalities , Gene Expression Regulation, Developmental/genetics , Heat-Shock Proteins/genetics , Hydrocephalus/genetics , Nervous System Malformations/genetics , Animals , Brain/metabolism , Brain/physiopathology , Disease Models, Animal , Down-Regulation/genetics , Female , Heat-Shock Proteins/metabolism , Hydrocephalus/metabolism , Hydrocephalus/physiopathology , Male , Molecular Chaperones/genetics , Molecular Chaperones/metabolism , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/metabolism , Nervous System Malformations/metabolism , Nervous System Malformations/physiopathology , Oligonucleotide Array Sequence Analysis , Protein Folding , RNA, Messenger/analysis , RNA, Messenger/genetics , RNA, Messenger/metabolism , Rats , Rats, Mutant Strains , Rats, Sprague-Dawley , Up-Regulation/genetics
6.
Invest Ophthalmol Vis Sci ; 44(4): 1704-15, 2003 Apr.
Article in English | MEDLINE | ID: mdl-12657612

ABSTRACT

PURPOSE: Extracellular matrix degradation is associated with neovascularization in diabetic retinas. Fibronectin fragments (Fn-fs) are generated during vascular remodeling. The effects of cellular fibronectin (Fn) and selected Fn-fs on adhesion, proliferation, and signal transduction in human retinal endothelial cells (HRECs) were characterized. METHODS: Relative quantitative RT-PCR, flow cytometry, and immunocytochemistry determined integrin expression on HRECs. Adhesion was evaluated by coating plastic with Fn or Fn-fs of 45, 70, 110, or 120 kDa, and MTT conversion was used to measure proliferation and survival. Peptide inhibitors and blocking antibodies determined adhesive sites and integrins used for adhesion. Pharmacologic inhibitors and Western analyses were used to evaluate intracellular signaling. RESULTS: HRECs produced significant levels of alpha(2), alpha(3), alpha(5), alpha(v), beta(1), beta(3), and beta(5) integrin subunit mRNA. Flow cytometry of surface integrin expression revealed high levels of alpha(3), alpha(5), and beta(1) and lower levels of alpha(1), alpha(v), beta(3), and beta(5). These results were confirmed by immunocytochemistry. For adhesion to Fn and Fn-fs. the alpha(5)beta(1) integrin was essential. Pharmacologic inhibitors of PI 3-kinase blocked adhesion to Fn and Fn-fs, whereas the mitogen-activated protein (MAP) kinase kinase (MEK) inhibitor PD98059 blocked phosphorylation. The 110- and 120-kDa Fn-fs showed a concentration-dependent increase in proliferation, whereas 500 ng of the 70 kDa Fn-f-induced proliferation. Addition of III1-C, a matrix assembly domain, increased the proliferative effect of these Fn-fs. CONCLUSIONS: Fn and its Fn-fs modulate HREC adhesion and proliferation through signal-transduction pathways involving coupling of the alpha(5)beta(1) integrin through PI 3-kinase. Mitogenic signals for endothelial cells from degraded extracellular matrix may contribute to the development of diabetic retinopathy.


Subject(s)
Endothelium, Vascular/metabolism , Fibronectins/pharmacology , Integrin alpha5beta1/metabolism , Mitogen-Activated Protein Kinases/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Retinal Vessels/cytology , Antibodies, Blocking/pharmacology , Cell Adhesion/drug effects , Cell Adhesion/physiology , Cell Division/drug effects , Cells, Cultured , Enzyme Activation , Enzyme Inhibitors/pharmacology , Flow Cytometry , Fluorescent Antibody Technique, Indirect , Humans , Peptide Fragments/pharmacology , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction
7.
Invest Ophthalmol Vis Sci ; 44(3): 1104-10, 2003 Mar.
Article in English | MEDLINE | ID: mdl-12601036

ABSTRACT

PURPOSE: To investigate the effect of matrix metalloproteinase (MMP) inhibition on fibroblast-mediated matrix contraction and production. METHODS: Free-floating fibroblast-populated type I collagen lattices were prepared with human Tenon's capsule fibroblasts. Lattice areas were photographed and digitally analyzed to indicate the degree of lattice contraction. Quantitative competitive reverse transcription-polymerase chain reaction (QCRT-PCR) and enzyme-linked immunosorbent assay (ELISA) were used to quantify mRNA and protein respectively for MMP-1, -2, and -3 by fibroblasts during lattice contraction. Gelatin zymography demonstrated activity of MMPs released into the conditioned medium of contracting lattices. Concentrations of the broad-spectrum MMP inhibitors ilomastat, CellTech (Slough, UK), and BB-94 were added to the contracting fibroblast-populated collagen lattices. Secreted C-terminal propeptide of type I collagen was measured in conditioned medium of contracting lattices by ELISA. Fibroblast proliferation in the presence of concentrations of ilomastat was measured by using the reagent water-soluble tetrazolium-1 (WST-1). RESULTS: During contraction of type I collagen lattices, Tenon's capsule fibroblasts expressed MMP-1, -2, and -3 mRNA and protein. Zymography demonstrated the release of four gelatinolytic species into the conditioned medium of contracting lattices (57, 72, 91, and 100 kDa). Inclusion of MMP inhibitors in the zymogram-developing buffer reduced the proteolytic activity of the detected bands. MMP inhibition (1-100 microM) significantly reduced fibroblast-mediated collagen lattice contraction (P < 0.05), and this effect was found to be reversible. Ilomastat also significantly inhibited production of collagen in a dose-dependent manner (P < 0.05). No effect on fibroblast proliferation was found in the presence of ilomastat. CONCLUSIONS: MMPs are produced during Tenon's capsule fibroblast-mediated collagen lattice contraction. Broad-spectrum MMP inhibition significantly reduced matrix contraction and production without cell toxicity. Future clinical use of MMP inhibitors may be possible, because MMP inhibition significantly reduces fibroblast functions associated with contractile scarring.


Subject(s)
Collagen Type I/biosynthesis , Fibroblasts/metabolism , Matrix Metalloproteinase Inhibitors , Phenylalanine/analogs & derivatives , Protease Inhibitors/pharmacology , Cell Division , Cells, Cultured , Enzyme-Linked Immunosorbent Assay , Fibroblasts/drug effects , Humans , Hydroxamic Acids , Indoles/pharmacology , Matrix Metalloproteinases/genetics , Matrix Metalloproteinases/metabolism , Phenylalanine/pharmacology , RNA, Messenger/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Thiophenes/pharmacology
8.
Invest Ophthalmol Vis Sci ; 43(8): 2758-66, 2002 Aug.
Article in English | MEDLINE | ID: mdl-12147613

ABSTRACT

PURPOSE: Tenascin-C (TN-C) is expressed in embryogenesis, tissue remodeling, and healing. It is up-regulated in retinas of patients affected by diabetic retinopathy (DR). Because TN-C may promote neovascularization, its potential angiogenic effects were examined in vitro in normal and diabetic retinal endothelial cells (RECs). METHODS: Bovine and human RECs were cultured on plastic or reconstituted basement membrane (BM) matrix. Production of TN-C, capillary-like tube formation, secondary sprouting, and cell migration, survival, and proliferation were measured with or without angiogenic growth factors (GFs). Antibodies and inhibitors were used to determine the involvement of specific TN-C receptors and signaling pathways. RESULTS: TN-C significantly delayed collapse of REC capillary-like tubes on BM matrix. It decreased tube involution associated with serum deprivation, high glucose, and exposure to TGF-beta. TN-C's enhancement of tube stability was mediated by alphavbeta3 integrin. TN-C increased REC viability in 0.5% serum and stimulated REC proliferation in 10% serum. It promoted REC secondary sprouting on BM matrix, which involved signaling through mitogen-activated kinase kinase (MEK) and p38 mitogen-activated protein kinase. TN-C also enhanced tube branching after treatment with VEGF and stimulated REC migration twofold. Angiogenic GF increased TN-C production by RECs in an additive manner, which may explain higher levels of TN-C deposition in DR cells. CONCLUSIONS: TN-C was overexpressed in diabetic and DR REC cultures. TN-C enhanced the sprouting, migratory, and survival effects of angiogenic GFs, and had distinct proliferative, migratory, and protective capacities. The data suggest that TN-C may act as a proangiogenic mediator in DR and other pathologic conditions involving neovascularization.


Subject(s)
Diabetic Retinopathy/metabolism , Endothelium, Vascular/metabolism , Retinal Neovascularization/metabolism , Retinal Vessels/metabolism , Tenascin/physiology , Adolescent , Aged , Angiogenesis Inducing Agents/pharmacology , Animals , Basement Membrane , Blotting, Western , Cattle , Cell Division/drug effects , Cell Movement/drug effects , Cell Survival/drug effects , Cells, Cultured , Diabetic Retinopathy/pathology , Endothelial Growth Factors/pharmacology , Endothelium, Vascular/drug effects , Female , Humans , Lymphokines/pharmacology , Male , Middle Aged , Receptors, Antigen/metabolism , Retinal Neovascularization/pathology , Signal Transduction , Tenascin/pharmacology , Transforming Growth Factor beta/pharmacology , Vascular Endothelial Growth Factor A , Vascular Endothelial Growth Factors , Wound Healing/drug effects
9.
Nano Lett ; 5(12): 2573-7, 2005 Dec.
Article in English | MEDLINE | ID: mdl-16351218

ABSTRACT

The ability of engineered cerium oxide nanoparticles to confer radioprotection was examined. Human normal and tumor cells were treated with nanoceria and irradiated, and cell survival was measured. Treatment of normal cells conferred almost 99% protection from radiation-induced cell death, whereas the same concentration showed almost no protection of tumor cells. For the first time, nanoceria is shown to confer radioprotection to a normal human breast line but not to a human breast tumor line, MCF-7.


Subject(s)
Breast Neoplasms/pathology , Breast/drug effects , Breast/radiation effects , Cerium/administration & dosage , Cerium/chemistry , Nanostructures/chemistry , Radiation Protection/methods , Apoptosis/drug effects , Apoptosis/radiation effects , Biomedical Engineering/methods , Breast/cytology , Chemistry, Pharmaceutical/methods , Dosage Forms , Dose-Response Relationship, Radiation , Humans , Nanostructures/ultrastructure , Particle Size , Radiation Dosage , Radiation Tolerance/drug effects , Tumor Cells, Cultured
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