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1.
Biomaterials ; 302: 122314, 2023 11.
Article in English | MEDLINE | ID: mdl-37776766

ABSTRACT

Atherosclerosis is an inflammatory process resulting in the deposition of cholesterol and cellular debris, narrowing of the vessel lumen and clot formation. Characterization of the morphology and vulnerability of the lesion is essential for effective clinical management. Here, near-infrared auto-photoacoustic (NIRAPA) imaging is shown to detect plaque components and, when combined with ultrasound imaging, to differentiate stable and vulnerable plaque. In an ex vivo study of photoacoustic imaging of excised plaque from 25 patients, 88.2% sensitivity and 71.4% specificity were achieved using a clinically-relevant protocol. In order to determine the origin of the NIRAPA signal, immunohistochemistry, spatial transcriptomics and spatial proteomics were co-registered with imaging and applied to adjacent plaque sections. The highest NIRAPA signal was spatially correlated with bilirubin and associated blood-based residue and with the cytoplasmic contents of inflammatory macrophages bearing CD74, HLA-DR, CD14 and CD163 markers. In summary, we establish the potential to apply the NIRAPA-ultrasound imaging combination to detect vulnerable carotid plaque and a methodology for fusing molecular imaging with spatial transcriptomic and proteomic methods.


Subject(s)
Atherosclerosis , Photoacoustic Techniques , Plaque, Atherosclerotic , Humans , Plaque, Atherosclerotic/diagnostic imaging , Plaque, Atherosclerotic/pathology , Photoacoustic Techniques/methods , Proteomics , Atherosclerosis/diagnostic imaging , Atherosclerosis/pathology , Ultrasonography
2.
medRxiv ; 2023 Jun 12.
Article in English | MEDLINE | ID: mdl-37398016

ABSTRACT

Atherosclerosis is an inflammatory process resulting in the deposition of cholesterol and cellular debris, narrowing of the vessel lumen and clot formation. Characterization of the morphology and vulnerability of the lesion is essential for effective clinical management. Photoacoustic imaging has sufficient penetration and sensitivity to map and characterize human atherosclerotic plaque. Here, near infrared photoacoustic imaging is shown to detect plaque components and, when combined with ultrasound imaging, to differentiate stable and vulnerable plaque. In an ex vivo study of photoacoustic imaging of excised plaque from 25 patients, 88.2% sensitivity and 71.4% specificity were achieved using a clinically-relevant protocol. In order to determine the origin of the near-infrared auto-photoacoustic (NIRAPA) signal, immunohistochemistry, spatial transcriptomics and proteomics were applied to adjacent sections of the plaque. The highest NIRAPA signal was spatially correlated with bilirubin and associated blood-based residue and inflammatory macrophages bearing CD74, HLA-DR, CD14 and CD163 markers. In summary, we establish the potential to apply the NIRAPA-ultrasound imaging combination to detect vulnerable carotid plaque.

3.
Anal Chem ; 95(5): 2645-2652, 2023 02 07.
Article in English | MEDLINE | ID: mdl-36693249

ABSTRACT

Aptamers incorporating chemically modified bases can achieve superior affinity and specificity compared to natural aptamers, but their characterization remains a labor-intensive, low-throughput task. Here, we describe the "non-natural aptamer array" (N2A2) system, in which a minimally modified Illumina MiSeq instrument is used for the high-throughput generation and characterization of large libraries of base-modified DNA aptamer candidates based on both target binding and specificity. We first demonstrate the capability to screen multiple different base modifications to identify the optimal chemistry for high-affinity target binding. We next use N2A2 to generate aptamers that can maintain excellent specificity even in complex samples, with equally strong target affinity in both buffer and diluted human serum. For both aptamers, affinity was formally calculated with gold-standard binding assays. Given that N2A2 requires only minor mechanical modifications to the MiSeq, we believe that N2A2 offers a broadly accessible tool for generating high-quality affinity reagents for diverse applications.


Subject(s)
Aptamers, Nucleotide , Humans , Aptamers, Nucleotide/chemistry , Biological Assay , SELEX Aptamer Technique
4.
STAR Protoc ; 4(1): 101946, 2023 03 17.
Article in English | MEDLINE | ID: mdl-36525348

ABSTRACT

Despite its rapidly increased availability for the study of complex tissue, single-cell RNA sequencing remains prohibitively expensive for large studies. Here, we present a protocol using oligonucleotide barcoding for the tagging and pooling of multiple samples from healing wounds, which are among the most challenging tissue types for this application. We describe steps to generate skin wounds in mice, followed by tissue harvest and oligonucleotide barcoding. This protocol is also applicable to other species including rats, pigs, and humans. For complete details on the use and execution of this protocol, please refer to Stoeckius et al. (2018),1 Galiano et al. (2004),2 and Mascharak et al. (2022).3.


Subject(s)
Oligonucleotides , Skin Neoplasms , Humans , Mice , Rats , Animals , Swine , Wound Healing/genetics , Sequence Analysis, RNA
5.
Cancer Cell ; 40(11): 1392-1406.e7, 2022 11 14.
Article in English | MEDLINE | ID: mdl-36270275

ABSTRACT

Cancer-associated fibroblasts (CAFs) are integral to the solid tumor microenvironment. CAFs were once thought to be a relatively uniform population of matrix-producing cells, but single-cell RNA sequencing has revealed diverse CAF phenotypes. Here, we further probed CAF heterogeneity with a comprehensive multiomics approach. Using paired, same-cell chromatin accessibility and transcriptome analysis, we provided an integrated analysis of CAF subpopulations over a complex spatial transcriptomic and proteomic landscape to identify three superclusters: steady state-like (SSL), mechanoresponsive (MR), and immunomodulatory (IM) CAFs. These superclusters are recapitulated across multiple tissue types and species. Selective disruption of underlying mechanical force or immune checkpoint inhibition therapy results in shifts in CAF subpopulation distributions and affected tumor growth. As such, the balance among CAF superclusters may have considerable translational implications. Collectively, this research expands our understanding of CAF biology, identifying regulatory pathways in CAF differentiation and elucidating therapeutic targets in a species- and tumor-agnostic manner.


Subject(s)
Cancer-Associated Fibroblasts , Neoplasms , Humans , Cancer-Associated Fibroblasts/pathology , Proteomics , Tumor Microenvironment/genetics , Phenotype , Neoplasms/genetics , Neoplasms/pathology
6.
Nat Med ; 28(9): 1860-1871, 2022 09.
Article in English | MEDLINE | ID: mdl-36097223

ABSTRACT

Approximately 60% of patients with large B cell lymphoma treated with chimeric antigen receptor (CAR) T cell therapies targeting CD19 experience disease progression, and neurotoxicity remains a challenge. Biomarkers associated with resistance and toxicity are limited. In this study, single-cell proteomic profiling of circulating CAR T cells in 32 patients treated with CD19-CAR identified that CD4+Helios+ CAR T cells on day 7 after infusion are associated with progressive disease and less severe neurotoxicity. Deep profiling demonstrated that this population is non-clonal and manifests hallmark features of T regulatory (TReg) cells. Validation cohort analysis upheld the link between higher CAR TReg cells with clinical progression and less severe neurotoxicity. A model combining expansion of this subset with lactate dehydrogenase levels, as a surrogate for tumor burden, was superior for predicting durable clinical response compared to models relying on each feature alone. These data credential CAR TReg cell expansion as a novel biomarker of response and toxicity after CAR T cell therapy and raise the prospect that this subset may regulate CAR T cell responses in humans.


Subject(s)
Neurotoxicity Syndromes , Receptors, Chimeric Antigen , Antigens, CD19 , Humans , Immunotherapy, Adoptive/adverse effects , Immunotherapy, Adoptive/methods , Lactate Dehydrogenases , Neurotoxicity Syndromes/etiology , Proteomics , Receptors, Antigen, T-Cell
7.
Proc Natl Acad Sci U S A ; 118(41)2021 10 12.
Article in English | MEDLINE | ID: mdl-34620713

ABSTRACT

In the skin, tissue injury results in fibrosis in the form of scars composed of dense extracellular matrix deposited by fibroblasts. The therapeutic goal of regenerative wound healing has remained elusive, in part because principles of fibroblast programming and adaptive response to injury remain incompletely understood. Here, we present a multimodal -omics platform for the comprehensive study of cell populations in complex tissue, which has allowed us to characterize the cells involved in wound healing across both time and space. We employ a stented wound model that recapitulates human tissue repair kinetics and multiple Rainbow transgenic lines to precisely track fibroblast fate during the physiologic response to skin injury. Through integrated analysis of single cell chromatin landscapes and gene expression states, coupled with spatial transcriptomic profiling, we are able to impute fibroblast epigenomes with temporospatial resolution. This has allowed us to reveal potential mechanisms controlling fibroblast fate during migration, proliferation, and differentiation following skin injury, and thereby reexamine the canonical phases of wound healing. These findings have broad implications for the study of tissue repair in complex organ systems.


Subject(s)
Cicatrix/pathology , Fibroblasts/metabolism , Fibrosis/pathology , Skin/injuries , Wound Healing/physiology , Animals , Cell Differentiation , Cell Movement , Cell Proliferation , Extracellular Matrix/metabolism , Female , Mechanotransduction, Cellular/physiology , Mice , Mice, Inbred C57BL , Skin/metabolism
8.
Hum Vaccin Immunother ; 17(6): 1763-1769, 2021 06 03.
Article in English | MEDLINE | ID: mdl-33351701

ABSTRACT

Children have elevated fever risk 1 to 2 weeks after the first dose of a measles-containing vaccine (MCV), which is likely affected by genetic, immunologic, and clinical factors. Fever after MCV is associated with febrile seizures, though may also be associated with higher measles antibody titers. This exploratory study investigated genetic and immunologic associations with a fever after MCV. Concurrent with a randomized Phase 3 clinical trial of 12-15-month-olds who received their first measles-mumps-rubella (MMR) vaccine in which parents recorded post-vaccination temperatures daily, we consented a subset to collect additional blood and performed human leukocyte antigens (HLA) typing. Association between fever 5-12 days after MMR ("MMR-associated") and HLA type was assessed using logistic regression. We compared 42-day post-vaccination geometric mean titers (GMT) to measles between children who did and did not have fever using a t-test. We enrolled 86 children and performed HLA typing on 82; 13 (15.1%) had MMR-associated fever. Logistic regressions identified associations between MMR-associated fever and HLA Class I loci A-29:02 (P = .036), B-57:01 (P = .018), C-06:02 (P = .006), C-14:02 (P = .022), and Class II loci DRB1-15 (P = .045). However, Bonferroni's adjustment for multiple comparisons suggests that these associations could have been due to chance. Ninety-eight percent of children had protective antibody titers to measles; however, GMT was higher among those with fever compared with children without fever (P = .006). Fever after the measles vaccine correlated with genetic factors and higher immune response. This study suggests a possible genetic susceptibility to MMR-associated fever.


Subject(s)
Measles , Mumps , Rubella , Antibodies, Viral , Chickenpox Vaccine , Child , Humans , Infant , Measles-Mumps-Rubella Vaccine , Vaccines, Combined
9.
Science ; 369(6508): 1210-1220, 2020 09 04.
Article in English | MEDLINE | ID: mdl-32788292

ABSTRACT

Coronavirus disease 2019 (COVID-19) represents a global crisis, yet major knowledge gaps remain about human immunity to severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). We analyzed immune responses in 76 COVID-19 patients and 69 healthy individuals from Hong Kong and Atlanta, Georgia, United States. In the peripheral blood mononuclear cells (PBMCs) of COVID-19 patients, we observed reduced expression of human leukocyte antigen class DR (HLA-DR) and proinflammatory cytokines by myeloid cells as well as impaired mammalian target of rapamycin (mTOR) signaling and interferon-α (IFN-α) production by plasmacytoid dendritic cells. By contrast, we detected enhanced plasma levels of inflammatory mediators-including EN-RAGE, TNFSF14, and oncostatin M-which correlated with disease severity and increased bacterial products in plasma. Single-cell transcriptomics revealed a lack of type I IFNs, reduced HLA-DR in the myeloid cells of patients with severe COVID-19, and transient expression of IFN-stimulated genes. This was consistent with bulk PBMC transcriptomics and transient, low IFN-α levels in plasma during infection. These results reveal mechanisms and potential therapeutic targets for COVID-19.


Subject(s)
Betacoronavirus/immunology , Coronavirus Infections/immunology , Pneumonia, Viral/immunology , COVID-19 , Cytokines/blood , DNA, Bacterial/blood , Dendritic Cells/immunology , Dendritic Cells/metabolism , Female , Flow Cytometry , HLA-DR Antigens/analysis , Humans , Immunity , Immunity, Innate , Immunoglobulins/blood , Immunoglobulins/immunology , Inflammation Mediators/blood , Interferon Type I/metabolism , Leukocytes, Mononuclear/immunology , Leukocytes, Mononuclear/metabolism , Lipopolysaccharides/blood , Male , Myeloid Cells/immunology , Myeloid Cells/metabolism , Pandemics , SARS-CoV-2 , Signal Transduction , Single-Cell Analysis , Systems Biology , TOR Serine-Threonine Kinases/metabolism , Transcription, Genetic , Transcriptome
10.
Nat Med ; 25(8): 1280-1289, 2019 08.
Article in English | MEDLINE | ID: mdl-31359001

ABSTRACT

In response to various stimuli, vascular smooth muscle cells (SMCs) can de-differentiate, proliferate and migrate in a process known as phenotypic modulation. However, the phenotype of modulated SMCs in vivo during atherosclerosis and the influence of this process on coronary artery disease (CAD) risk have not been clearly established. Using single-cell RNA sequencing, we comprehensively characterized the transcriptomic phenotype of modulated SMCs in vivo in atherosclerotic lesions of both mouse and human arteries and found that these cells transform into unique fibroblast-like cells, termed 'fibromyocytes', rather than into a classical macrophage phenotype. SMC-specific knockout of TCF21-a causal CAD gene-markedly inhibited SMC phenotypic modulation in mice, leading to the presence of fewer fibromyocytes within lesions as well as within the protective fibrous cap of the lesions. Moreover, TCF21 expression was strongly associated with SMC phenotypic modulation in diseased human coronary arteries, and higher levels of TCF21 expression were associated with decreased CAD risk in human CAD-relevant tissues. These results establish a protective role for both TCF21 and SMC phenotypic modulation in this disease.


Subject(s)
Basic Helix-Loop-Helix Transcription Factors/genetics , Coronary Artery Disease/prevention & control , Myocytes, Smooth Muscle/physiology , Single-Cell Analysis/methods , Animals , Basic Helix-Loop-Helix Transcription Factors/physiology , Cells, Cultured , Humans , Mice , Mice, Inbred C57BL , Osteoprotegerin/genetics , Phenotype , Polymorphism, Single Nucleotide , Sequence Analysis, RNA
11.
NPJ Genom Med ; 2: 34, 2017.
Article in English | MEDLINE | ID: mdl-29263843

ABSTRACT

Genomic characterization of circulating tumor cells (CTCs) may prove useful as a surrogate for conventional tissue biopsies. This is particularly important as studies have shown different mutational profiles between CTCs and ctDNA in some tumor subtypes. However, isolating rare CTCs from whole blood has significant hurdles. Very limited DNA quantities often can't meet NGS requirements without whole genome amplification (WGA). Moreover, white blood cells (WBC) germline contamination may confound CTC somatic mutation analyses. Thus, a good CTC enrichment platform with an efficient WGA and NGS workflow are needed. Here, Vortex label-free CTC enrichment platform was used to capture CTCs. DNA extraction was optimized, WGA evaluated and targeted NGS tested. We used metastatic colorectal cancer (CRC) as the clinical target, HCT116 as the corresponding cell line, GenomePlex® and REPLI-g as the WGA methods, GeneRead DNAseq Human CRC Panel as the 38 gene panel. The workflow was further validated on metastatic CRC patient samples, assaying both tumor and CTCs. WBCs from the same patients were included to eliminate germline contaminations. The described workflow performed well on samples with sufficient DNA, but showed bias for rare cells with limited DNA input. REPLI-g provided an unbiased amplification on fresh rare cells, enabling an accurate variant calling using the targeted NGS. Somatic variants were detected in patient CTCs and not found in age matched healthy donors. This demonstrates the feasibility of a simple workflow for clinically relevant monitoring of tumor genetics in real time and over the course of a patient's therapy using CTCs.

12.
Sci Rep ; 7(1): 6551, 2017 07 26.
Article in English | MEDLINE | ID: mdl-28747756

ABSTRACT

Endothelial cells derived from human pluripotent stem cells are a promising cell type for enhancing angiogenesis in ischemic cardiovascular tissues. However, our understanding of microenvironmental factors that modulate the process of endothelial differentiation is limited. We examined the role of combinatorial extracellular matrix (ECM) proteins on endothelial differentiation systematically using an arrayed microscale platform. Human pluripotent stem cells were differentiated on the arrayed ECM microenvironments for 5 days. Combinatorial ECMs composed of collagen IV + heparan sulfate + laminin (CHL) or collagen IV + gelatin + heparan sulfate (CGH) demonstrated significantly higher expression of CD31, compared to single-factor ECMs. These results were corroborated by fluorescence activated cell sorting showing a 48% yield of CD31+/VE-cadherin+ cells on CHL, compared to 27% on matrigel. To elucidate the signaling mechanism, a gene expression time course revealed that VE-cadherin and FLK1 were upregulated in a dynamically similar manner as integrin subunit ß3 (>50 fold). To demonstrate the functional importance of integrin ß3 in promoting endothelial differentiation, the addition of neutralization antibody inhibited endothelial differentiation on CHL-modified dishes by >50%. These data suggest that optimal combinatorial ECMs enhance endothelial differentiation, compared to many single-factor ECMs, in part through an integrin ß3-mediated pathway.


Subject(s)
Cell Differentiation , Endothelial Cells/physiology , Extracellular Matrix Proteins/metabolism , Pluripotent Stem Cells/physiology , Antigens, CD/analysis , Cadherins/analysis , Cells, Cultured , Endothelial Cells/chemistry , Gene Expression Profiling , Humans , Integrin beta3/biosynthesis , Platelet Endothelial Cell Adhesion Molecule-1/analysis , Pluripotent Stem Cells/chemistry
13.
Acta Biomater ; 44: 188-99, 2016 10 15.
Article in English | MEDLINE | ID: mdl-27498178

ABSTRACT

UNLABELLED: Recent developments in cell therapy using human induced pluripotent stem cell-derived endothelial cells (iPSC-ECs) hold great promise for treating ischemic cardiovascular tissues. However, poor post-transplantation viability largely limits the potential of stem cell therapy. Although the extracellular matrix (ECM) has become increasingly recognized as an important cell survival factor, conventional approaches primarily rely on single ECMs for in vivo co-delivery with cells, even though the endothelial basement membrane is comprised of a milieu of different ECMs. To address this limitation, we developed a combinatorial ECM microarray platform to simultaneously interrogate hundreds of micro-scale multi-component chemical compositions of ECMs on iPSC-EC response. After seeding iPSC-ECs onto ECM microarrays, we performed high-throughput analysis of the effects of combinatorial ECMs on iPSC-EC survival, endothelial phenotype, and nitric oxide production under conditions of hypoxia (1% O2) and reduced nutrients (1% fetal bovine serum), as is present in ischemic injury sites. Using automated image acquisition and analysis, we identified combinatorial ECMs such as collagen IV+gelatin+heparan sulfate+laminin and collagen IV+fibronectin+gelatin+heparan sulfate+laminin that significantly improved cell survival, nitric oxide production, and CD31 phenotypic expression, in comparison to single-component ECMs. These results were further validated in conventional cell culture platforms and within three-dimensional scaffolds. Furthermore, this approach revealed complex ECM interactions and non-intuitive cell behavior that otherwise could not be easily determined using conventional cell culture platforms. Together these data suggested that iPSC-EC delivery within optimal combinatorial ECMs may improve their survival and function under the condition of hypoxia with reduced nutrients. STATEMENT OF SIGNIFICANCE: Human endothelial cells (ECs) derived from induced pluripotent stem cells (iPSC-ECs) are promising for treating diseases associated with reduced nutrient and oxygen supply like heart failure. However, diminished iPSC-EC survival after implantation into diseased environments limits their therapeutic potential. Since native ECs interact with numerous extracellular matrix (ECM) proteins for functional maintenance, we hypothesized that combinatorial ECMs may improve cell survival and function under conditions of reduced oxygen and nutrients. We developed a high-throughput system for simultaneous screening of iPSC-ECs cultured on multi-component ECM combinations under the condition of hypoxia and reduced serum. Using automated image acquisition and analytical algorithms, we identified combinatorial ECMs that significantly improved cell survival and function, in comparison to single ECMs. Furthermore, this approach revealed complex ECM interactions and non-intuitive cell behavior that otherwise could not be easily determined.


Subject(s)
Cellular Microenvironment , Endothelial Cells/cytology , Extracellular Matrix/metabolism , Induced Pluripotent Stem Cells/cytology , Animals , Biomarkers/metabolism , Cattle , Cell Hypoxia , Cell Survival , Cells, Cultured , Humans , Mice , Nitric Oxide/biosynthesis , Phenotype , Platelet Endothelial Cell Adhesion Molecule-1/metabolism , Serum
14.
J Immunol Methods ; 432: 57-64, 2016 May.
Article in English | MEDLINE | ID: mdl-26902899

ABSTRACT

Enzyme-linked immunosorbent assays (ELISAs) have traditionally been used to detect alloantibodies in patient plasma samples post hematopoietic cell transplantation (HCT); however, protein microarrays have the potential to be multiplexed, more sensitive, and higher throughput than ELISAs. Here, we describe the development of a novel and sensitive microarray method for detection of allogeneic antibodies against minor histocompatibility antigens encoded on the Y chromosome, called HY antigens. Six microarray surfaces were tested for their ability to bind recombinant protein and peptide HY antigens. Significant allogeneic immune responses were determined in male patients with female donors by considering normal male donor responses as baseline. HY microarray results were also compared with our previous ELISA results. Our overall goal was to maximize antibody detection for both recombinant protein and peptide epitopes. For detection of HY antigens, the Epoxy (Schott) protein microarray surface was both most sensitive and reliable and has become the standard surface in our microarray platform.


Subject(s)
Graft vs Host Disease/diagnosis , H-Y Antigen/immunology , Hematopoietic Stem Cell Transplantation/adverse effects , High-Throughput Screening Assays , Histocompatibility Testing/methods , Histocompatibility , Isoantibodies/blood , Protein Array Analysis/methods , Adolescent , Adult , Aged , Biomarkers/blood , Child , Chronic Disease , Enzyme-Linked Immunosorbent Assay , Epitopes , Female , Graft vs Host Disease/blood , Graft vs Host Disease/immunology , Humans , Isoantibodies/immunology , Male , Middle Aged , Predictive Value of Tests , Reproducibility of Results , Young Adult
15.
Blood ; 125(20): 3193-201, 2015 May 14.
Article in English | MEDLINE | ID: mdl-25766725

ABSTRACT

Allogeneic antibodies against minor histocompatibility antigens encoded on the Y chromosome (HY-Abs) develop after hematopoietic cell transplant (HCT) of male recipients with female donors (F→M). However, the temporal association between HY-Ab development and chronic graft-versus-host disease (cGVHD) has yet to be elucidated. We studied 136 adult F→M HCT patients, with plasma prospectively collected through 3 years posttransplant, and measured immunoglobulin G against 6 H-Y antigens. Multiple HY-Abs were frequently detected beginning at 3 months posttransplant: 78 (57%) of F→M patients were seropositive for at least 1 of the 6 HY-Abs, and 3-month seropositivity for each HY-Ab was associated with a persistent seropositive response throughout the posttransplant follow-up period (P < .001 in each). There were no associations between pretransplant features and 3-month overall HY-Ab development. Detection of multiple HY-Abs at 3 months (represented by HY score) was significantly associated with an increased risk of cGVHD (P < .0001) and nonrelapse mortality (P < .01). Compared to clinical factors alone, the addition of HY score to clinical factors improved the predictive potential of cGVHD (P < .01). Monitoring HY-Ab development thus stratifies cGVHD risk in F→M HCT patients and may support preemptive prophylaxis therapy for cGVHD beginning at 3 months posttransplant.


Subject(s)
Graft vs Host Disease/diagnosis , Graft vs Host Disease/etiology , Hematopoietic Stem Cell Transplantation , Isoantibodies/immunology , Adult , Age Factors , Aged , Female , Graft vs Host Disease/mortality , H-Y Antigen/immunology , Hematopoietic Stem Cell Transplantation/adverse effects , Humans , Isoantibodies/blood , Male , Middle Aged , Patient Outcome Assessment , Prognosis , Proteomics , Time Factors , Transplantation, Homologous
16.
Mol Cancer Ther ; 14(1): 193-201, 2015 Jan.
Article in English | MEDLINE | ID: mdl-25416788

ABSTRACT

We studied mechanisms of resistance to the novel taxane cabazitaxel in established cellular models of taxane resistance. We also developed cabazitaxel-resistant variants from MCF-7 breast cancer cells by stepwise selection in drug alone (MCF-7/CTAX) or drug plus the transport inhibitor PSC-833 (MCF-7/CTAX-P). Among multidrug-resistant (MDR) variants, cabazitaxel was relatively less cross-resistant than paclitaxel and docetaxel (15- vs. 200-fold in MES-SA/Dx5 and 9- vs. 60-fold in MCF-7/TxT50, respectively). MCF-7/TxTP50 cells that were negative for MDR but had 9-fold resistance to paclitaxel were also 9-fold resistant to cabazitaxel. Selection with cabazitaxel alone (MCF-7/CTAX) yielded 33-fold resistance to cabazitaxel, 52-fold resistance to paclitaxel, activation of ABCB1, and 3-fold residual resistance to cabazitaxel with MDR inhibition. The MCF-7/CTAX-P variant did not express ABCB1, nor did it efflux rhodamine-123, BODIPY-labeled paclitaxel, and [(3)H]-docetaxel. These cells are hypersensitive to depolymerizing agents (vinca alkaloids and colchicine), have reduced baseline levels of stabilized microtubules, and impaired tubulin polymerization in response to taxanes (cabazitaxel or docetaxel) relative to MCF-7 parental cells. Class III ß-tubulin (TUBB3) RNA and protein were elevated in both MCF-7/CTAX and MCF-7/CTAX-P. Decreased BRCA1 and altered epithelial-mesenchymal transition (EMT) markers are also associated with cabazitaxel resistance in these MCF-7 variants, and may serve as predictive biomarkers for its activity in the clinical setting. In summary, cabazitaxel resistance mechanisms include MDR (although at a lower level than paclitaxel and docetaxel), and alterations in microtubule dynamicity, as manifested by higher expression of TUBB3, decreased BRCA1, and by the induction of EMT.


Subject(s)
Antineoplastic Agents/pharmacology , BRCA1 Protein/genetics , Breast Neoplasms/genetics , Drug Resistance, Neoplasm , Taxoids/pharmacology , Tubulin/genetics , ATP Binding Cassette Transporter, Subfamily B , BRCA1 Protein/metabolism , Breast Neoplasms/metabolism , Cell Proliferation/drug effects , Cyclosporins/pharmacology , Epithelial-Mesenchymal Transition/drug effects , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , MCF-7 Cells , Tubulin/metabolism
17.
Dis Colon Rectum ; 56(2): 234-45, 2013 Feb.
Article in English | MEDLINE | ID: mdl-23303153

ABSTRACT

BACKGROUND: Limited data have been published regarding the long-term results of sacral nerve stimulation, or sacral neuromodulation, for severe fecal incontinence. OBJECTIVES: The aim was to assess the outcome of sacral nerve stimulation with the use of precise tools and data collection, focusing on the long-term durability of the therapy. Five-year data were analyzed. DESIGN: Patients entered in a multicenter, prospective study for fecal incontinence were followed at 3, 6, and 12 months and annually after device implantation. PATIENTS: Patients with chronic fecal incontinence in whom conservative treatments had failed or who were not candidates for more conservative treatments were selected. INTERVENTIONS: Patients with ≥ 50% improvement over baseline in fecal incontinence episodes per week during a 14-day test stimulation period received sacral nerve stimulation therapy. MAIN OUTCOME MEASURES: Patients were assessed with a 14-day bowel diary and Fecal Incontinence Quality of Life and Fecal Incontinence Severity Index questionnaires. Therapeutic success was defined as ≥ 50% improvement over baseline in fecal incontinence episodes per week. All adverse events were collected. RESULTS: A total of 120 patients (110 women; mean age, 60.5 years) underwent implantation. Seventy-six of these patients (63%) were followed a minimum of 5 years (maximum, longer than 8 years) and are the basis for this report. Fecal incontinence episodes per week decreased from a mean of 9.1 at baseline to 1.7 at 5 years, with 89% (n = 64/72) having ≥ 50% improvement (p < 0.0001) and 36% (n = 26/72) having complete continence. Fecal Incontinence Quality of Life scores also significantly improved for all 4 scales between baseline and 5 years (n = 70; p < 0.0001). Twenty-seven of the 76 (35.5%) patients required a device revision, replacement, or explant. CONCLUSIONS: The therapeutic effect and improved quality of life for fecal incontinence is maintained 5 years after sacral nerve stimulation implantation and beyond. Device revision, replacement, or explant rate was acceptable, but future efforts should be aimed at improvement.


Subject(s)
Electric Stimulation Therapy/instrumentation , Fecal Incontinence/therapy , Sacrum/innervation , Anal Canal/innervation , Chronic Disease , Electric Stimulation Therapy/methods , Electrodes, Implanted , Female , Follow-Up Studies , Humans , Male , Quality of Life , Surveys and Questionnaires , Treatment Outcome
18.
Female Pelvic Med Reconstr Surg ; 18(2): 103-12, 2012.
Article in English | MEDLINE | ID: mdl-22453321

ABSTRACT

OBJECTIVE: The aim of the present analysis was to report on the relationship between long-term improvement in quality of life (QOL) and fecal incontinence (FI) severity and long-term reduction in FI episodes after sacral nerve stimulation (SNS) or sacral neuromodulation. METHODS: Patients who met inclusion/exclusion criteria, and initially had more than 2 FI episodes per week, were offered SNS therapy. Patients with 50% or higher reduction in FI during a 2-week test period were implanted with a neurostimulator (InterStim; Medtronic, Minneapolis, Minn). Assessments were completed by patients at baseline and at 3, 6, and 12 months after implant, and annually thereafter. The present report includes data from the 4-year postimplant follow-up. RESULTS: A total of 133 patients underwent test stimulation with a 90% success rate, and as a result, 120 (110 females) with a mean age of 60.5 years and a mean duration of FI of 6.8 years received long-term implantation. Of them, 78 patients completed all or part of the 4-year follow-up assessment. Fecal incontinence episodes decreased from a mean of 9.4 per week at baseline to 1.9 per week at 48 months (P < 0.001). The 4-year analyses showed that SNS had a positive and sustained impact on all 4 scales of the Fecal Incontinence Quality of Life questionnaire (P < 0.001), Fecal Incontinence Severity Index scores improved from a mean of 39.9 to 28 (P < 0.001), and self-rated bowel health scores improved from a mean of 3.5 to 6.9 (P < 0.001). CONCLUSIONS: Sacral nerve stimulation not only restores or improves continence in treated patients with chronic FI but also improves their quality of life and symptom severity.


Subject(s)
Anal Canal/innervation , Electric Stimulation Therapy , Electrodes, Implanted , Fecal Incontinence/therapy , Lumbosacral Plexus , Quality of Life , Adult , Aged , Aged, 80 and over , Anal Canal/physiopathology , Diagnostic Self Evaluation , Electric Stimulation Therapy/instrumentation , Electric Stimulation Therapy/methods , Fecal Incontinence/diagnosis , Fecal Incontinence/physiopathology , Female , Follow-Up Studies , Humans , Male , Middle Aged , Self Report , Severity of Illness Index , Time , Treatment Outcome
19.
Mol Syst Biol ; 7: 528, 2011 Aug 30.
Article in English | MEDLINE | ID: mdl-21878915

ABSTRACT

Caulobacter crescentus is a model organism for the integrated circuitry that runs a bacterial cell cycle. Full discovery of its essential genome, including non-coding, regulatory and coding elements, is a prerequisite for understanding the complete regulatory network of a bacterial cell. Using hyper-saturated transposon mutagenesis coupled with high-throughput sequencing, we determined the essential Caulobacter genome at 8 bp resolution, including 1012 essential genome features: 480 ORFs, 402 regulatory sequences and 130 non-coding elements, including 90 intergenic segments of unknown function. The essential transcriptional circuitry for growth on rich media includes 10 transcription factors, 2 RNA polymerase sigma factors and 1 anti-sigma factor. We identified all essential promoter elements for the cell cycle-regulated genes. The essential elements are preferentially positioned near the origin and terminus of the chromosome. The high-resolution strategy used here is applicable to high-throughput, full genome essentiality studies and large-scale genetic perturbation experiments in a broad class of bacterial species.


Subject(s)
Bacterial Proteins/genetics , Caulobacter crescentus , Chromosome Mapping/methods , DNA-Directed RNA Polymerases/genetics , Gene Expression Regulation, Bacterial , Genome, Bacterial , Transcription Factors/genetics , Bacterial Proteins/metabolism , Caulobacter crescentus/genetics , Caulobacter crescentus/metabolism , Cell Cycle/genetics , DNA Transposable Elements , DNA, Intergenic , DNA-Directed RNA Polymerases/metabolism , High-Throughput Nucleotide Sequencing , Mutagenesis, Insertional , Open Reading Frames , Polymerase Chain Reaction , Promoter Regions, Genetic , Transcription Factors/metabolism , Transcription, Genetic
20.
Dis Colon Rectum ; 54(9): 1065-75, 2011 Sep.
Article in English | MEDLINE | ID: mdl-21825885

ABSTRACT

BACKGROUND AND OBJECTIVE: Sacral nerve stimulation is effective in the treatment of urinary incontinence and is currently under Food and Drug Administration review in the United States for fecal incontinence. Previous reports have focused primarily on short-term results of sacral nerve stimulation for fecal incontinence. The present study reports the long-term effectiveness and safety of sacral nerve stimulation for fecal incontinence in a large prospective multicenter study. DESIGN AND METHODS: Patients with fecal incontinent episodes more than twice per week were offered participation in this multicentered prospective trial. Patients showing ≥ 50% improvement during test stimulation were offered chronic implantation of the InterStim Therapy system (Medtronic; Minneapolis, MN). The aims of the current report were to provide 3-year follow-up data on patients from that study who underwent sacral nerve stimulation and were monitored under the rigors of an Food and Drug Administration-approved investigational protocol. RESULTS: One hundred thirty-three patients underwent test stimulation with a 90% success rate, of whom 120 (110 females) with a mean age of 60.5 years and a mean duration of fecal incontinence of 7 years received chronic implantation. Mean length of follow-up was 3.1 (range, 0.2-6.1) years, with 83 patients completing all or part of the 3-year follow-up assessment. At 3 years follow-up, 86% of patients (P < .0001) reported ≥ 50% reduction in the number of incontinent episodes per week compared with baseline and the number of incontinent episodes per week decreased from a mean of 9.4 at baseline to 1.7. Perfect continence was achieved in 40% of subjects. The therapy also improved the fecal incontinence severity index. Sacral nerve stimulation had a positive impact on the quality of life, as evidenced by significant improvements in all 4 scales of the Fecal Incontinence Quality of Life instrument at 12, 24, and 36 months of follow-up. The most common device- or therapy-related adverse events through the mean 36 months of follow-up included implant site pain (28%), paresthesia (15%), change in the sensation of stimulation (12%), and infection (10%). There were no reported unanticipated adverse device effects associated with sacral nerve stimulation therapy. CONCLUSIONS: Sacral nerve stimulation using InterStim Therapy is a safe and effective treatment for patients with fecal incontinence. These data support long-term safety and effectiveness to 36 months.


Subject(s)
Electric Stimulation Therapy/instrumentation , Fecal Incontinence/therapy , Lumbosacral Plexus/physiology , Australia , Canada , Electrodes, Implanted , Fecal Incontinence/physiopathology , Female , Humans , Male , Middle Aged , Prospective Studies , Quality of Life , Statistics, Nonparametric , Treatment Outcome , United States
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