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1.
ACS Chem Biol ; 17(6): 1328-1333, 2022 06 17.
Article in English | MEDLINE | ID: mdl-35653784

ABSTRACT

Bruton's tyrosine kinase (BTK) is a well-documented target for cancer therapeutics due to its role in B-cell signaling pathways. However, inhibitor design is hindered by lack of tools to assess kinase activity. We used in vitro phosphoproteomics to determine BTK's substrate preferences and applied this information to our updated data processing pipeline, KINATEST-ID 2.1.0. This pipeline generates a position-specific scoring matrix for BTK and a list of candidate synthetic substrates, each given a score. Characterization of selected synthetic substrates demonstrated a correlation between KINATEST-ID 2.1.0 score and biochemical performance in in vitro kinase assays. Additionally, by incorporating a known terbium-chelation motif, we adapted synthetic substrates for use in an antibody-free time-resolved terbium luminescence assay. This assay has applications in high-throughput inhibitor screening.


Subject(s)
Luminescence , Terbium , Agammaglobulinaemia Tyrosine Kinase , Luminescent Measurements , Phosphorylation , Protein Kinase Inhibitors/chemistry , Protein Kinase Inhibitors/pharmacology
2.
Clin Transl Gastroenterol ; 12(11): e00431, 2021 11 18.
Article in English | MEDLINE | ID: mdl-34797250

ABSTRACT

INTRODUCTION: Chronic pancreatitis is associated with an increased risk of developing pancreatic cancer, and patients with inherited forms of pancreatitis are at greatest risk. We investigated whether clinical severity of pancreatitis could also be an indicator of cancer risk independent of etiology by performing targeted DNA sequencing to assess the mutational burden in 55 cancer-associated genes. METHODS: Using picodroplet digital polymerase chain reaction and next-generation sequencing, we reported the genomic profiles of pancreases from severe clinical cases of chronic pancreatitis that necessitated palliative total pancreatectomy with islet autotransplantation. RESULTS: We assessed 57 tissue samples from 39 patients with genetic and idiopathic etiologies and found that despite the clinical severity of disease, there was no corresponding increase in mutational burden. The average allele frequency of somatic variants was 1.19% (range 1.00%-5.97%), and distinct regions from the same patient displayed genomic heterogeneity, suggesting that these variants are subclonal. Few oncogenic KRAS mutations were discovered (7% of all samples), although we detected evidence of frequent cancer-related variants in other genes such as TP53, CDKN2A, and SMAD4. Of note, tissue samples with oncogenic KRAS mutations and samples from patients with PRSS1 mutations harbored an increased total number of somatic variants, suggesting that these patients may have increased genomic instability and could be at an increased risk of developing pancreatic cancer. DISCUSSION: Overall, we showed that even in those patients with chronic pancreatitis severe enough to warrant total pancreatectomy with islet autotransplantation, pancreatic cancer-related mutational burden is not appreciably increased.


Subject(s)
Carcinoma, Pancreatic Ductal/genetics , Mutation , Pancreatic Neoplasms/genetics , Pancreatitis, Chronic/genetics , Adult , Age of Onset , Child , Female , Humans , Islets of Langerhans Transplantation , Male , Pancreatectomy , Pancreatitis, Chronic/complications , Pancreatitis, Chronic/surgery , Patient Acuity , Polymorphism, Single Nucleotide , Proto-Oncogene Proteins p21(ras)/genetics , Trypsin/genetics
3.
Chem Commun (Camb) ; 56(87): 13409-13412, 2020 Nov 11.
Article in English | MEDLINE | ID: mdl-33035286

ABSTRACT

Many commonly employed strategies to map kinase activities in live cells require expression of genetically encoded proteins (e.g. FRET sensors). In this work, we describe the development and preliminary application of a set of cell-penetrating, fluorophore labelled peptide substrates for fluorescence lifetime imaging (FLIM) of Abl and Src-family kinase activities. These probes do not rely on FRET pairs or genetically-encoded protein expression. We further demonstrate probe multiplexing and pixel-by-pixel quantification to estimate the relative proportion of modified probe, suggesting that this strategy will be useful for detailed mapping of single cell and subcellular dynamics of multiple kinases concurrently in live cells.


Subject(s)
Fluorescent Dyes/chemistry , Optical Imaging , Proto-Oncogene Proteins c-abl/chemistry , Proto-Oncogene Proteins c-abl/metabolism , src-Family Kinases/chemistry , src-Family Kinases/metabolism , HeLa Cells , Humans
4.
Anal Chem ; 91(12): 7516-7523, 2019 06 18.
Article in English | MEDLINE | ID: mdl-31072097

ABSTRACT

Oncology research is increasingly incorporating molecular detection of circulating tumor DNA (ctDNA) as a tool for cancer surveillance and early detection. However, noninvasive monitoring of conditions with low tumor burden remains challenging, as the diagnostic sensitivity of most ctDNA assays is inversely correlated with total DNA concentration and ctDNA abundance. Here we present the Multiplex Enrichment using Droplet Pre-Amplification (MED-Amp) method, which combines single-molecule emulsification and short-round polymerase chain reaction (PCR) preamplification with digital droplet PCR detection of mutant DNA template. The MED-Amp assay increased mutant signal by over 50-fold with minimal distortion in allelic frequency. We demonstrate detection of as few as three mutant copies in wild-type DNA concentrations ranging from 5 to 50 ng. The MED-Amp assay successfully detected KRAS mutant ctDNA in 86% plasma samples obtained from patients with metastatic pancreatic ductal adenocarcinoma. This assay for high-sensitivity rare variant detection is appropriate for liquid biopsy samples or other limited clinical biospecimens.


Subject(s)
Circulating Tumor DNA/blood , Lipid Droplets/chemistry , Proto-Oncogene Proteins p21(ras)/genetics , Aged , Aged, 80 and over , Case-Control Studies , Female , Fluorescent Dyes/chemistry , Gene Frequency , Humans , Limit of Detection , Liquid Biopsy , Male , Middle Aged , Mutation , Pancreatic Neoplasms/genetics , Pancreatic Neoplasms/pathology , Polymerase Chain Reaction
5.
Nat Commun ; 8(1): 1728, 2017 11 23.
Article in English | MEDLINE | ID: mdl-29170413

ABSTRACT

Intratumoral phenotypic heterogeneity has been described in many tumor types, where it can contribute to drug resistance and disease recurrence. We analyzed ductal and neuroendocrine markers in pancreatic ductal adenocarcinoma, revealing heterogeneous expression of the neuroendocrine marker Synaptophysin within ductal lesions. Higher percentages of Cytokeratin-Synaptophysin dual positive tumor cells correlate with shortened disease-free survival. We observe similar lineage marker heterogeneity in mouse models of pancreatic ductal adenocarcinoma, where lineage tracing indicates that Cytokeratin-Synaptophysin dual positive cells arise from the exocrine compartment. Mechanistically, MYC binding is enriched at neuroendocrine genes in mouse tumor cells and loss of MYC reduces ductal-neuroendocrine lineage heterogeneity, while deregulated MYC expression in KRAS mutant mice increases this phenotype. Neuroendocrine marker expression is associated with chemoresistance and reducing MYC levels decreases gemcitabine-induced neuroendocrine marker expression and increases chemosensitivity. Altogether, we demonstrate that MYC facilitates ductal-neuroendocrine lineage plasticity in pancreatic ductal adenocarcinoma, contributing to poor survival and chemoresistance.


Subject(s)
Carcinoma, Pancreatic Ductal/metabolism , Carcinoma, Pancreatic Ductal/pathology , Pancreatic Neoplasms/metabolism , Pancreatic Neoplasms/pathology , Proto-Oncogene Proteins c-myc/metabolism , Animals , Antineoplastic Agents/therapeutic use , Carcinoma, Neuroendocrine/drug therapy , Carcinoma, Neuroendocrine/metabolism , Carcinoma, Neuroendocrine/pathology , Carcinoma, Pancreatic Ductal/drug therapy , Cell Differentiation , Cell Line, Tumor , Cell Lineage , Deoxycytidine/analogs & derivatives , Deoxycytidine/therapeutic use , Drug Resistance, Neoplasm , Female , Heterografts , Humans , Keratins/metabolism , Male , Mice , Mice, 129 Strain , Mice, Inbred C57BL , Mice, Transgenic , Neoplasm Transplantation , Neuroendocrine Cells/metabolism , Neuroendocrine Cells/pathology , Pancreatic Neoplasms/drug therapy , Prognosis , Synaptophysin/metabolism , Gemcitabine
6.
J Clin Oncol ; 35(28): 3181-3188, 2017 Oct 01.
Article in English | MEDLINE | ID: mdl-28632486

ABSTRACT

Purpose The TAXYNERGY trial ( ClinicalTrials.gov identifier: NCT01718353) evaluated clinical benefit from early taxane switch and circulating tumor cell (CTC) biomarkers to interrogate mechanisms of sensitivity or resistance to taxanes in men with chemotherapy-naïve, metastatic, castration-resistant prostate cancer. Patients and Methods Patients were randomly assigned 2:1 to docetaxel or cabazitaxel. Men who did not achieve ≥ 30% prostate-specific antigen (PSA) decline by cycle 4 (C4) switched taxane. The primary clinical endpoint was confirmed ≥ 50% PSA decline versus historical control (TAX327). The primary biomarker endpoint was analysis of post-treatment CTCs to confirm the hypothesis that clinical response was associated with taxane drug-target engagement, evidenced by decreased percent androgen receptor nuclear localization (%ARNL) and increased microtubule bundling. Results Sixty-three patients were randomly assigned to docetaxel (n = 41) or cabazitaxel (n = 22); 44.4% received prior potent androgen receptor-targeted therapy. Overall, 35 patients (55.6%) had confirmed ≥ 50% PSA responses, exceeding the historical control rate of 45.4% (TAX327). Of 61 treated patients, 33 (54.1%) had ≥ 30% PSA declines by C4 and did not switch taxane, 15 patients (24.6%) who did not achieve ≥ 30% PSA declines by C4 switched taxane, and 13 patients (21.3%) discontinued therapy before or at C4. Of patients switching taxane, 46.7% subsequently achieved ≥ 50% PSA decrease. In 26 CTC-evaluable patients, taxane-induced decrease in %ARNL (cycle 1 day 1 v cycle 1 day 8) was associated with a higher rate of ≥ 50% PSA decrease at C4 ( P = .009). Median composite progression-free survival was 9.1 months (95% CI, 4.9 to 11.7 months); median overall survival was not reached at 14 months. Common grade 3 or 4 adverse events included fatigue (13.1%) and febrile neutropenia (11.5%). Conclusion The early taxane switch strategy was associated with improved PSA response rates versus TAX327. Taxane-induced shifts in %ARNL may serve as an early biomarker of clinical benefit in patients treated with taxanes.


Subject(s)
Neoplastic Cells, Circulating/drug effects , Prostatic Neoplasms, Castration-Resistant/drug therapy , Taxoids/administration & dosage , Aged , Biomarkers, Tumor/blood , Cell Nucleus/metabolism , Disease-Free Survival , Docetaxel , Drug Administration Schedule , Humans , Kallikreins/blood , Male , Neoplastic Cells, Circulating/pathology , Prostate-Specific Antigen/blood , Prostatic Neoplasms, Castration-Resistant/blood , Prostatic Neoplasms, Castration-Resistant/pathology , Receptors, Androgen/metabolism , Taxoids/adverse effects
7.
Anal Chem ; 86(22): 11013-7, 2014 Nov 18.
Article in English | MEDLINE | ID: mdl-25363873

ABSTRACT

Limited access to tumor tissue makes repeated sampling and real-time tracking of cancer progression infeasible. Circulating tumor cells (CTCs) provide the capacity for real-time genetic characterization of a disseminating tumor cell population via a simple blood draw. However, there is no straightforward method to analyze broadscale genetic rearrangements in this heterogeneous cell population at the single cell level. We present a one-step controllable chemical extraction of whole nuclei from prostate cancer cells captured using geometrically enhanced differential immunocapture (GEDI) microdevices. We have successfully used copy number profile analysis to differentiate between two unique cancer cell line populations of metastatic origin (LNCaP and VCaP) and to analyze key mutations important in disease progression.


Subject(s)
Cell Separation/instrumentation , Cell Separation/methods , Microfluidic Analytical Techniques , Prostatic Neoplasms/genetics , Prostatic Neoplasms/pathology , Single-Cell Analysis , Cell Line, Tumor , Cell Nucleus/genetics , DNA Copy Number Variations/genetics , Disease Progression , Humans , Male , Polymorphism, Single Nucleotide/genetics , Prostatic Neoplasms/diagnosis
8.
Sci Rep ; 2: 554, 2012.
Article in English | MEDLINE | ID: mdl-22870383

ABSTRACT

Cells interpret their mechanical environment using diverse signaling pathways that affect complex phenotypes. These pathways often interact with ubiquitous 2(nd)-messengers such as calcium. Understanding mechanically-induced calcium signaling is especially important in fibroblasts, cells that exist in three-dimensional fibrous matrices, sense their mechanical environment, and remodel tissue morphology. Here, we examined calcium signaling in fibroblasts using a minimal-profile, three-dimensional (MP3D) mechanical assay system, and compared responses to those elicited by conventional, two-dimensional magnetic tensile cytometry and substratum stretching. Using the MP3D system, we observed robust mechanically-induced calcium responses that could not be recreated using either two-dimensional technique. Furthermore, we used the MP3D system to identify a critical displacement threshold governing an all-or-nothing mechanically-induced calcium response. We believe these findings significantly increase our understanding of the critical role of calcium signaling in cells in three-dimensional environments with broad implications in development and disease.


Subject(s)
Calcium Signaling , Fibroblasts/metabolism , Animals , Fibroblasts/ultrastructure , Mice , Molecular Imaging , NIH 3T3 Cells , Physical Stimulation
9.
PLoS One ; 7(4): e35976, 2012.
Article in English | MEDLINE | ID: mdl-22558290

ABSTRACT

Cancer metastasis accounts for the majority of cancer-related deaths owing to poor response to anticancer therapies. Molecular understanding of metastasis-associated drug resistance remains elusive due to the scarcity of available tumor tissue. Isolation of circulating tumor cells (CTCs) from the peripheral blood of patients has emerged as a valid alternative source of tumor tissue that can be subjected to molecular characterization. However, issues with low purity and sensitivity have impeded adoption to clinical practice. Here we report a novel method to capture and molecularly characterize CTCs isolated from castrate-resistant prostate cancer patients (CRPC) receiving taxane chemotherapy. We have developed a geometrically enhanced differential immunocapture (GEDI) microfluidic device that combines an anti-prostate specific membrane antigen (PSMA) antibody with a 3D geometry that captures CTCs while minimizing nonspecific leukocyte adhesion. Enumeration of GEDI-captured CTCs (defined as intact, nucleated PSMA+/CD45- cells) revealed a median of 54 cells per ml identified in CRPC patients versus 3 in healthy donors. Direct comparison with the commercially available CellSearch® revealed a 2-400 fold higher sensitivity achieved with the GEDI device. Confocal microscopy of patient-derived GEDI-captured CTCs identified the TMPRSS2:ERG fusion protein, while sequencing identified specific androgen receptor point mutation (T868A) in blood samples spiked with only 50 PC C4-2 cells. On-chip treatment of patient-derived CTCs with docetaxel and paclitaxel allowed monitoring of drug-target engagement by means of microtubule bundling. CTCs isolated from docetaxel-resistant CRPC patients did not show any evidence of drug activity. These measurements constitute the first functional assays of drug-target engagement in living circulating tumor cells and therefore have the potential to enable longitudinal monitoring of target response and inform the development of new anticancer agents.


Subject(s)
Microfluidic Analytical Techniques/methods , Neoplastic Cells, Circulating/pathology , Prostatic Neoplasms/pathology , Base Sequence , Biological Assay , Cell Line, Tumor , Computer Simulation , Equipment Design , Humans , Male , Molecular Imaging , Molecular Sequence Data , Neoplasm Metastasis , Neoplastic Cells, Circulating/drug effects , Neoplastic Cells, Circulating/metabolism , Oncogene Proteins, Fusion/metabolism , Organ Specificity/drug effects , Point Mutation/genetics , Prostatic Neoplasms/metabolism , Protein Binding/drug effects , Receptors, Androgen/genetics , Taxoids/pharmacology , Tubulin/metabolism
10.
Lab Chip ; 12(10): 1775-9, 2012 Apr 24.
Article in English | MEDLINE | ID: mdl-22374375

ABSTRACT

Many physiological systems are regulated by cells that alter their behavior in response to changes in their biochemical and mechanical environment. These cells experience this dynamic environment through an endogenous biomaterial matrix that transmits mechanical force and permits chemical exchange with the surrounding tissue. As a result, in vitro systems that mimic three-dimensional, in vivo cellular environments can enable experiments that reveal the nuanced interplay between biomechanics and physiology. Here we report the development of a minimal-profile, three-dimensional (MP3D) experimental microdevice that confines cells to a single focal plane, while allowing the precise application of mechanical displacement to cells and concomitant access to the cell membrane for perfusion with biochemical agonists. The MP3D device--an ordered microfiber scaffold erected on glass--provides a cellular environment that induces physiological cell morphologies. Small manipulations of the scaffold's microfibers allow attached cells to be mechanically probed. Due to the scaffold's minimal height profile, MP3D devices confine cells to a single focal plane, facilitating observation with conventional epifluorescent microscopy. When examining fibroblasts within MP3D devices, we observed robust cellular calcium responses to both a chemical stimulus as well as mechanical displacement of the cell membrane. The observed response differed significantly from previously reported, mechanically-induced calcium responses in the same cell type. Our findings demonstrate a key link between environment, cell morphology, mechanics, and intracellular signal transduction. We anticipate that this device will broadly impact research in fields including biomaterials, tissue engineering, and biophysics.


Subject(s)
Cellular Microenvironment/physiology , Cytological Techniques/instrumentation , Cytological Techniques/methods , Microfluidic Analytical Techniques/instrumentation , Tissue Scaffolds/chemistry , Animals , Calcium Signaling/physiology , Fluorescent Dyes/chemistry , Mechanotransduction, Cellular/physiology , Mice , Microscopy, Confocal , NIH 3T3 Cells , Polypropylenes/chemistry
11.
Chem Eng Sci ; 66(7): 1508-1522, 2011 Apr 01.
Article in English | MEDLINE | ID: mdl-21532971

ABSTRACT

This article reviews existing methods for the isolation, fractionation, or capture of rare cells in microfluidic devices. Rare cell capture devices face the challenge of maintaining the efficiency standard of traditional bulk separation methods such as flow cytometers and immunomagnetic separators while requiring very high purity of the target cell population, which is typically already at very low starting concentrations. Two major classifications of rare cell capture approaches are covered: (1) non-electrokinetic methods (e.g., immobilization via antibody or aptamer chemistry, size-based sorting, and sheath flow and streamline sorting) are discussed for applications using blood cells, cancer cells, and other mammalian cells, and (2) electrokinetic (primarily dielectrophoretic) methods using both electrode-based and insulative geometries are presented with a view towards pathogen detection, blood fractionation, and cancer cell isolation. The included methods were evaluated based on performance criteria including cell type modeled and used, number of steps/stages, cell viability, and enrichment, efficiency, and/or purity. Major areas for improvement are increasing viability and capture efficiency/purity of directly processed biological samples, as a majority of current studies only process spiked cell lines or pre-diluted/lysed samples. Despite these current challenges, multiple advances have been made in the development of devices for rare cell capture and the subsequent elucidation of new biological phenomena; this article serves to highlight this progress as well as the electrokinetic and non-electrokinetic methods that can potentially be combined to improve performance in future studies.

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