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1.
PLoS One ; 16(7): e0254783, 2021.
Article in English | MEDLINE | ID: mdl-34314438

ABSTRACT

An array of isoforms of the nuclear estrogen receptor alpha (ER-α) protein contribute to heterogeneous response in breast cancer (BCa); yet, a single-cell analysis tool that distinguishes the full-length ER-α66 protein from the activation function-1 deficient ER-α46 isoform has not been reported. Specific detection of protein isoforms is a gap in single-cell analysis tools, as the de facto standard immunoassay requires isoform-specific antibody probes. Consequently, to scrutinize hormone response heterogeneity among BCa tumor cells, we develop a precision tool to specifically measure ER-α66, ER- α46, and eight ER-signaling proteins with single-cell resolution in the highly hetero-clonal MCF-7 BCa cell line. With a literature-validated pan-ER immunoprobe, we distinguish ER-α66 from ER-α46 in each individual cell. We identify ER-α46 in 5.5% of hormone-sensitive (MCF-7) and 4.2% of hormone-insensitive (MDA-MB-231) BCa cell lines. To examine whether the single-cell immunoblotting can capture cellular responses to hormones, we treat cells with tamoxifen and identify different sub-populations of ER-α46: (i) ER-α46 induces phospho-AKT at Ser473, (ii) S6-ribosomal protein, an upstream ER target, activates both ER-α66 and ER-α46 in MCF-7 cells, and (iii) ER-α46 partitions MDA-MB-231 subpopulations, which are responsive to tamoxifen. Unlike other single-cell immunoassays, multiplexed single-cell immunoblotting reports-in the same cell-tamoxifen effects on ER signaling proteins and on distinct isoforms of the ER-α protein.


Subject(s)
Estrogen Receptor alpha/metabolism , Single-Cell Analysis/methods , Breast Neoplasms/metabolism , Breast Neoplasms/pathology , Cell Line, Tumor , Estrogen Receptor alpha/genetics , Female , Humans , Immunoblotting , Phosphorylation/drug effects , Principal Component Analysis , Protein Isoforms/genetics , Protein Isoforms/metabolism , Proto-Oncogene Proteins c-akt/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Single-Cell Analysis/instrumentation , Tamoxifen/pharmacology
2.
NPJ Precis Oncol ; 2: 10, 2018.
Article in English | MEDLINE | ID: mdl-29872719

ABSTRACT

In addition to canonical oncoproteins, truncated isoforms and proteolysis products are implicated in both drug resistance and disease progression. In HER2-positive breast tumors, expression of truncated HER2 isoforms resulting from alternative translation and/or carboxy-terminal fragments (CTFs) resulting from proteolysis (collectively, t-erbB2) have been associated with shortened progression-free survival of patients. Thus, to advance clinical pathology and inform treatment decisions, we developed a high-selectivity cytopathology assay capable of distinguishing t-erbB2 from full-length HER2 expression without the need for isoform-specific antibodies. Our microfluidic, single-cell western blot, employs electrophoretic separations to resolve full-length HER2 from the smaller t-erbB2 in each ~28 pL single-cell lysate. Subsequently, a pan-HER2 antibody detects all resolved HER2 protein forms via immunoprobing. In analysis of eight breast tumor biopsies, we identified two tumors comprised of 15% and 40% t-erbB2-expressing cells. By single-cell western blotting of the t-erbB2-expressing cells, we observed statistically different ratios of t-erbB2 proteins to full-length HER2 expression. Further, target multiplexing and clustering analyses scrutinized signaling, including ribosomal S6, within the t-erbB2-expressing cell subpopulation. Taken together, cytometric assays that report both protein isoform profiles and signaling state offer cancer classification taxonomies with unique relevance to precisely describing drug resistance mechanisms in which oncoprotein isoforms/fragments are implicated.

3.
Lab Chip ; 18(2): 371-384, 2018 01 16.
Article in English | MEDLINE | ID: mdl-29299576

ABSTRACT

The invasion of malignant cells into tissue is a critical step in the progression of cancer. While it is increasingly appreciated that cells within a tumor differ in their invasive potential, it remains nearly unknown how these differences relate to cell-to-cell variations in protein expression. Here, we introduce a microfluidic platform that integrates measurements of invasive motility and protein expression for single cells, which we use to scrutinize human glioblastoma tumor-initiating cells (TICs). Our live-cell imaging microdevice is comprised of polyacrylamide microchannels that exhibit tissue-like stiffness and present chemokine gradients along each channel. Due to intrinsic differences in motility, cell subpopulations separate along the channel axis. The separated cells are then lysed in situ and each single-cell lysate is subjected to western blotting in the surrounding polyacrylamide matrix. We observe correlations between motility and Nestin and EphA2 expression. We identify protein-protein correlations within single TICs, which would be obscured with population-based assays. The integration of motility traits with single-cell protein analysis - on the same cell - offers a new means to identify druggable targets of invasive capacity.


Subject(s)
Cell Movement/physiology , Microfluidic Analytical Techniques/instrumentation , Neoplasm Invasiveness/physiopathology , Neoplasm Proteins/analysis , Neoplastic Stem Cells , Single-Cell Analysis , Cell Line, Tumor , Equipment Design , Glioblastoma/metabolism , Glioblastoma/physiopathology , Humans , Neoplasm Proteins/chemistry , Neoplasm Proteins/metabolism , Neoplastic Stem Cells/chemistry , Neoplastic Stem Cells/cytology , Neoplastic Stem Cells/metabolism , Single-Cell Analysis/instrumentation , Single-Cell Analysis/methods
4.
Nat Protoc ; 11(8): 1508-30, 2016 08.
Article in English | MEDLINE | ID: mdl-27466711

ABSTRACT

This protocol describes how to perform western blotting on individual cells to measure cell-to-cell variation in protein expression levels and protein state. Like conventional western blotting, single-cell western blotting (scWB) is particularly useful for protein targets that lack selective antibodies (e.g., isoforms) and in cases in which background signal from intact cells is confounding. scWB is performed on a microdevice that comprises an array of microwells molded in a thin layer of a polyacrylamide gel (PAG). The gel layer functions as both a molecular sieving matrix during PAGE and a blotting scaffold during immunoprobing. scWB involves five main stages: (i) gravity settling of cells into microwells; (ii) chemical lysis of cells in each microwell; (iii) PAGE of each single-cell lysate; (iv) exposure of the gel to UV light to blot (immobilize) proteins to the gel matrix; and (v) in-gel immunoprobing of immobilized proteins. Multiplexing can be achieved by probing with antibody cocktails and using antibody stripping/reprobing techniques, enabling detection of 10+ proteins in each cell. We also describe microdevice fabrication for both uniform and pore-gradient microgels. To extend in-gel immunoprobing to gels of small pore size, we describe an optional gel de-cross-linking protocol for more effective introduction of antibodies into the gel layer. Once the microdevice has been fabricated, the assay can be completed in 4-6 h by microfluidic novices and it generates high-selectivity, multiplexed data from single cells. The technique is relevant when direct measurement of proteins in single cells is needed, with applications spanning the fundamental biosciences to applied biomedicine.


Subject(s)
Blotting, Western/methods , Single-Cell Analysis/methods , Blotting, Western/instrumentation , Cell Line, Tumor , Humans , Lab-On-A-Chip Devices , Single-Cell Analysis/instrumentation
5.
Adv Mater ; 28(2): 327-334, 2016 Jan 13.
Article in English | MEDLINE | ID: mdl-26567472

ABSTRACT

Pore-gradient microgel arrays enable thousands of parallel high-resolution single-cell protein electrophoresis separations for targets accross a wide molecular mass (25-289 kDa), yet within 1 mm separation distances. Dual crosslinked hydrogels facilitate gel-pore expansion after electrophoresis for efficient and uniform immunoprobing. The photopatterned, light-activated, and acid-expandable hydrogel underpins single-cell protein analysis, here for oncoprotein-related signaling in human breast biopsy.


Subject(s)
Blotting, Western/instrumentation , Hydrogels , Single-Cell Analysis/instrumentation , Blotting, Western/methods , Breast Neoplasms/metabolism , Cell Line, Tumor , Electrophoresis, Polyacrylamide Gel/instrumentation , Electrophoresis, Polyacrylamide Gel/methods , Extracellular Signal-Regulated MAP Kinases/metabolism , Green Fluorescent Proteins/genetics , Green Fluorescent Proteins/metabolism , Humans , Hydrogels/chemistry , Hydrogels/radiation effects , Light , Nucleocytoplasmic Transport Proteins/metabolism , Porosity , Receptor, ErbB-2/metabolism , Single-Cell Analysis/methods , TOR Serine-Threonine Kinases/metabolism
6.
Anal Chem ; 86(20): 10429-36, 2014 Oct 21.
Article in English | MEDLINE | ID: mdl-25226230

ABSTRACT

Intratumor heterogeneity remains a major obstacle to effective cancer therapy and personalized medicine. Current understanding points to differential therapeutic response among subpopulations of tumor cells as a key challenge to successful treatment. To advance our understanding of how this heterogeneity is reflected in cell-to-cell variations in chemosensitivity and expression of drug-resistance proteins, we optimize and apply a new targeted proteomics modality, single-cell western blotting (scWestern), to a human glioblastoma cell line. To acquire both phenotypic and proteomic data on the same, single glioblastoma cells, we integrate high-content imaging prior to the scWestern assays. The scWestern technique supports thousands of concurrent single-cell western blots, with each assay comprised of chemical lysis of single cells seated in microwells, protein electrophoresis from those microwells into a supporting polyacrylamide (PA) gel layer, and in-gel antibody probing. We systematically optimize chemical lysis and subsequent polyacrylamide gel electrophoresis (PAGE) of the single-cell lysate. The scWestern slides are stored for months then reprobed, thus allowing archiving and later analysis as relevant to sparingly limited, longitudinal cell specimens. Imaging and scWestern analysis of single glioblastoma cells dosed with the chemotherapeutic daunomycin showed both apoptotic (cleaved caspase 8- and annexin V-positive) and living cells. Intriguingly, living glioblastoma subpopulations show up-regulation of a multidrug resistant protein, P-glycoprotein (P-gp), suggesting an active drug efflux pump as a potential mechanism of drug resistance. Accordingly, linking of phenotype with targeted protein analysis with single-cell resolution may advance our understanding of drug response in inherently heterogeneous cell populations, such as those anticipated in tumors.


Subject(s)
Blotting, Western , Glioblastoma/diagnosis , Single-Cell Analysis , Antineoplastic Agents/therapeutic use , Apoptosis , Cell Line, Tumor , Electrophoresis, Gel, Two-Dimensional , Glioblastoma/drug therapy , Humans
7.
Nat Methods ; 11(7): 749-55, 2014 Jul.
Article in English | MEDLINE | ID: mdl-24880876

ABSTRACT

To measure cell-to-cell variation in protein-mediated functions, we developed an approach to conduct ∼10(3) concurrent single-cell western blots (scWesterns) in ∼4 h. A microscope slide supporting a 30-µm-thick photoactive polyacrylamide gel enables western blotting: settling of single cells into microwells, lysis in situ, gel electrophoresis, photoinitiated blotting to immobilize proteins and antibody probing. We applied this scWestern method to monitor single-cell differentiation of rat neural stem cells and responses to mitogen stimulation. The scWestern quantified target proteins even with off-target antibody binding, multiplexed to 11 protein targets per single cell with detection thresholds of <30,000 molecules, and supported analyses of low starting cell numbers (∼200) when integrated with FACS. The scWestern overcomes limitations of antibody fidelity and sensitivity in other single-cell protein analysis methods and constitutes a versatile tool for the study of complex cell populations at single-cell resolution.


Subject(s)
Blotting, Western/methods , Single-Cell Analysis/methods , Animals , Cell Differentiation , Green Fluorescent Proteins/biosynthesis , Neural Stem Cells/physiology , Rats
8.
Cancer Med ; 3(1): 162-73, 2014 Feb.
Article in English | MEDLINE | ID: mdl-24408009

ABSTRACT

The diagnosis of malignant pleural effusions is an important issue in the management of malignancy patients. Generally, cytologic examination is a routine diagnostic technique. However, morphological interpretation of cytology is sometimes inconclusive. Here an ancillary method named BMVC test is developed for rapid detection of malignant pleural effusion to improve the diagnostic accuracy at low cost. A simple assay kit is designed to collect living cells from clinical pleural effusion and a fluorescence probe, 3,6-Bis(1-methyl-4-vinylpyridinium) carbazole diiodide (BMVC), is used to illuminate malignant cells. The fluorescence intensity is quantitatively analyzed by ImageJ program. This method yields digital numbers for the test results without any grey zone or ambiguities in the current cytology tests due to intra-observer and inter-observer variability. Comparing with results from double-blind cytologic examination, this simple test gives a good discrimination between malignant and benign specimens with sensitivity of 89.4% (42/47) and specificity of 93.3% (56/60) for diagnosis of malignant pleural effusion. BMVC test provides accurate results in a short time period, and the digital output could assist cytologic examination to become more objective and clear-cut. This is a convenient ancillary tool for detection of malignant pleural effusions.


Subject(s)
Carbazoles , Cytodiagnosis/methods , Fluorescence , Pleural Effusion, Malignant/diagnosis , Pyridinium Compounds , Cell Line, Tumor , Female , Humans , Pleural Effusion, Malignant/pathology
9.
Integr Biol (Camb) ; 5(10): 1217-28, 2013 Oct.
Article in English | MEDLINE | ID: mdl-23970166

ABSTRACT

Understanding of principles governing selective and sensitive cancer targeting is critical for development of chemicals for cancer diagnostics and treatment. We determined the underlying mechanisms of how a novel fluorescent small organic molecule, 3,6-bis(1-methyl-4-vinylpyridinium)carbazole diiodide (BMVC), selectively labels cancer cells but not normal cells. We show that BMVC is retained in the lysosomes of normal cells. In cancer cells, BMVC escapes lysosomal retention and localizes to the mitochondria or to the nucleus, where DNA-binding dramatically increases BMVC fluorescence intensity, allowing it to light up only cancer cells. Structure-function analyses of BMVC derivatives show that hydrogen-bonding capacity is a key determinant of lysosomal retention in normal cells, whereas lipophilicity directs these derivatives to the mitochondria or the nucleus in cancer cells. In addition, drug-resistant cancer cells preferentially retain BMVC in their lysosomes compared to drug-sensitive cancer cells, and BMVC can be released from drug-resistant lysosomes using lysosomotropic agents. Our results further our understanding of how properties of cellular organelles differ between normal and cancer cells, which can be exploited for diagnostic and/or therapeutic use. We also provide physiochemical design principles for selective targeting of small molecules to different organelles. Moreover, our results suggest that agents which can increase lysosomal membrane permeability may re-sensitize drug-resistant cancer cells to chemotherapeutic agents.


Subject(s)
Fluorescent Dyes/chemical synthesis , Fluorescent Dyes/pharmacokinetics , Molecular Probe Techniques , Molecular Probes/chemical synthesis , Molecular Probes/pharmacokinetics , Molecular Targeted Therapy/methods , Neoplasms, Experimental/metabolism , Cell Line, Tumor , Contrast Media/chemical synthesis , Drug Design , Humans , Neoplasms, Experimental/diagnosis , Neoplasms, Experimental/drug therapy , Reproducibility of Results , Sensitivity and Specificity
10.
Analyst ; 134(4): 708-11, 2009 Apr.
Article in English | MEDLINE | ID: mdl-19305919

ABSTRACT

A handheld device based on fluorescence of 3,6-bis(1-methyl-4-vinylpyridinium)carbazole diiodide (BMVC) staining was established for the rapid, point-of-care screening of cancer cells (see Chang and co-workers, Analyst, 2007, 132, 745). Offering instant screening of cancer at low cost, here we apply this simple assay in clinical tests on fine needle aspirates of neck masses from 114 outpatients (115 specimens). The diagnostic accuracy of this simple method alone is ca. 80% (80/99). The combination of the BMVC test and the fine needle aspiration (FNA) cytology reduced the non-diagnosis from 17 cases in FNA cytology to 6 cases in the combined method. Moreover, an algorithm is proposed to improve the diagnostic accuracy of malignant neck lumps up to nearly 100%.


Subject(s)
Algorithms , Head and Neck Neoplasms/diagnosis , Carbazoles , Cell Line, Tumor , Coloring Agents , Humans , Pyridinium Compounds , Staining and Labeling
12.
Analyst ; 132(8): 745-9, 2007 Aug.
Article in English | MEDLINE | ID: mdl-17646873

ABSTRACT

A simple handheld device based on the fluorescence analysis of 3,6-bis(1-methyl-4-vinylpyridinium)carbazole diiodide (BMVC) stained cells was established for routine screening and potentially for early detection of cancer cells at extremely low cost. Flow cytometry assay further supported the utility of this simple device, where a preliminary study of tissue biopsy showed highly encouraging results.


Subject(s)
Neoplasms/diagnosis , Point-of-Care Systems , Carbazoles , Cell Line , Cell Line, Tumor , Equipment Design , Feasibility Studies , Flow Cytometry , Fluorescent Dyes , Humans , Microscopy, Fluorescence/instrumentation , Microscopy, Fluorescence/methods , Pyridinium Compounds , Sensitivity and Specificity , Staining and Labeling
13.
Nucleic Acids Res ; 35(9): 2846-60, 2007.
Article in English | MEDLINE | ID: mdl-17430965

ABSTRACT

We have introduced a G-quadruplex-binding ligand, 3,6-bis(1-methyl-4-vinylpyridinium)carbazole diiodide (BMVC), to verify the major structure of d(T2AG3)4 (H24) in potassium solution and examine the structural conversion of H24 in sodium solution upon potassium titration. The studies of circular dichroism, induced circular dichroism, spectral titration and gel competition have allowed us to determine the binding mode and binding ratio of BMVC to the H24 in solution and eliminate the parallel form as the major G-quadruplex structure. Although the mixed-type form could not be eliminated as a main component, the basket and chair forms are more likely the main components of H24 in potassium solution. In addition, the circular dichroism spectra and the job plots reveal that a longer telomeric sequence d(T2AG3)13 (H78) could form two units of G4 structure both in sodium or potassium solutions. Of particular interest is that no appreciable change on the induced circular dichroism spectra of BMVC is found during the change of the circular dichroism patterns of H24 upon potassium titration. Considering similar spectral conversion detected for H24 and a long sequence H78 together with the G4 structure stabilized by BMVC, it is therefore unlikely that the rapid spectral conversion of H24 and H78 is due to structural change between different types of the G4 structures. With reference to the circular dichroism spectra of d(GAA)7 and d(GAAA)5, we suggest that the spectral conversion of H24 upon potassium titration is attributed to fast ion exchange resulting in different loop base interaction and various hydrogen bonding effects.


Subject(s)
Carbazoles/chemistry , DNA/chemistry , Pyridinium Compounds/chemistry , Telomere/chemistry , Binding Sites , Circular Dichroism , Electrophoresis, Polyacrylamide Gel , G-Quadruplexes , Guanine/chemistry , Humans , Nucleic Acid Conformation , Potassium/chemistry , Sodium/chemistry , Spectrophotometry
14.
Anal Chem ; 75(22): 6177-83, 2003 Nov 15.
Article in English | MEDLINE | ID: mdl-14615998

ABSTRACT

We have synthesized a novel molecule, 3,6-bis(1-methyl-4-vinylpyridium)carbazole diiodide (BMVC), for recognizing specific quadruplex structures, particularly the quadruplex of human telomeric sequence d(T(2)AG(3))(4). The fluorescence intensity of the BMVC molecule increases from 1 to almost 2 orders of magnitude upon interacting with various DNAs. At a concentration of BMVC of 10 microM, fluorescence bands with different colors of BMVC in electrophoresis gels of various DNAs can be observed. The fluorescence of BMVC can be used to discriminate between duplex and quadruplex DNAs. At the low concentration of 0.1 microM BMVC in prestained gels, the fluorescence is observed in the presence of quadruplexes with anti-anti-anti-anti and anti-anti-syn-syn arrangements. However, no fluorescence band is detected upon interacting with duplexes and quadruplexes with anti-syn-anti-syn arrangement. Moreover, the sensitivity assays show that as little as 0.2 pmol of quadruplex of d(T(2)AG(3))(4) can be revealed by BMVC.


Subject(s)
Carbazoles/analysis , Carbazoles/chemical synthesis , DNA/analysis , Pyridinium Compounds/chemical synthesis , Spectrometry, Fluorescence/methods , Absorption , Carbazoles/chemistry , Circular Dichroism , DNA/chemistry , DNA/genetics , Electrophoresis, Polyacrylamide Gel , Fluorescence , G-Quadruplexes , Humans , Pyridinium Compounds/analysis , Pyridinium Compounds/chemistry , Sensitivity and Specificity , Telomere/genetics , Titrimetry
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