Jody Martin - Academia.edu (original) (raw)

Papers by Jody Martin

Research paper thumbnail of Ca 2+ /Calmodulin-Dependent Protein Kinase II and Protein Kinase A Differentially Regulate Sarcoplasmic Reticulum Ca 2+ Leak in Human Cardiac Pathology

Circulation, 2013

Background— Sarcoplasmic reticulum (SR) Ca 2+ leak through ryanodine receptor type 2 (RyR2) dysfu... more Background— Sarcoplasmic reticulum (SR) Ca 2+ leak through ryanodine receptor type 2 (RyR2) dysfunction is of major pathophysiological relevance in human heart failure (HF); however, mechanisms underlying progressive RyR2 dysregulation from cardiac hypertrophy to HF are still controversial. Methods and Results— We investigated healthy control myocardium (n=5) and myocardium from patients with compensated hypertrophy (n=25) and HF (n=32). In hypertrophy, Ca 2+ /calmodulin-dependent protein kinase II (CaMKII) and protein kinase A (PKA) both phosphorylated RyR2 at levels that were not different from healthy myocardium. Accordingly, inhibitors of these kinases reduced the SR Ca 2+ leak. In HF, however, the SR Ca 2+ leak was nearly doubled compared with hypertrophy, which led to reduced systolic Ca 2+ transients, a depletion of SR Ca 2+ storage and elevated diastolic Ca 2+ levels. This was accompanied by a significantly increased CaMKII-dependent phosphorylation of RyR2. In contrast, PKA...

Research paper thumbnail of Targeted Ablation of PINCH1 and PINCH2 From Murine Myocardium Results in Dilated Cardiomyopathy and Early Postnatal Lethality

Circulation, 2009

Background— PINCH proteins are 5 LIM domain–only adaptor proteins that function as key components... more Background— PINCH proteins are 5 LIM domain–only adaptor proteins that function as key components of the integrin signaling pathway and play crucial roles in multiple cellular processes. Two PINCH proteins, PINCH1 and PINCH2, have been described in mammals and share high homology. Both PINCH1 and PINCH2 are ubiquitously expressed in most tissues and organs, including myocardium. Cardiac-specific PINCH1 knockout or global PINCH2 knockout mice exhibit no basal cardiac phenotype, which may reflect a redundant role for these 2 PINCH proteins in myocardium. A potential role for PINCH proteins in myocardium remains unknown. Methods and Results— To define the role of PINCH in myocardium, we generated mice that were doubly homozygous null for PINCH1 and PINCH2 in myocardium. Resulting mutants were viable at birth but developed dilated cardiomyopathy and died of heart failure within 4 weeks. Mutant hearts exhibited disruptions of intercalated disks and costameres accompanied by fibrosis. Fur...

Research paper thumbnail of Mechanobiology of cardiomyocyte development

Journal of Biomechanics, 2010

Cardiac cells are under constant, self-generated mechanical stress which can affect the different... more Cardiac cells are under constant, self-generated mechanical stress which can affect the differentiation of stem cells into cardiac myocytes, the development of differentiated cells and the maturation of cells in neonatal mammals. In this article, the effects of direct stretch, electrically induced beating and substrate elasticity on the behavior and development of cardiomyocytes are reviewed, with particular emphasis on the effects of substrate stiffness on cardiomyocyte maturation. In order to relate these observations to in-vivo mechanical conditions, we isolated the left ventricle of Black Swiss mice from embryonic day 13.5 through postnatal day 14 and measured the elastic modulus of the epicardium using atomic force microscope indentation. We found that the elastic modulus of the epicardium significantly changes at birth, from an embryonic value of 12 ± 4 kPa to a neonatal value of 39 ± 7 kPa. This change is in the range shown to significantly affect the development of neonatal cardiomyocytes.

Research paper thumbnail of The epicardium has potential in cardiac healing and regeneration in mammals

Research paper thumbnail of Abstract 08: Advancing precision medicine combination drug screening: A miniaturized single-cell imaging platform for evaluating immunotherapy-small molecule combination therapeutics in individuals

Research paper thumbnail of Connexin43 as a Therapeutic To Restore Cardiac Structure in Arrhythmogenic Heart Disease

Research paper thumbnail of A targeted multi-omic analysis approach measures protein expression and low abundance transcripts on the single cell level

SummaryHigh throughput single-cell RNA sequencing (sc-RNAseq) has become a frequently used tool t... more SummaryHigh throughput single-cell RNA sequencing (sc-RNAseq) has become a frequently used tool to assess immune cell function and heterogeneity. Recently, the combined measurement of RNA and protein expression by sequencing was developed, which is commonly known as CITE-Seq. Acquisition of protein expression data along with transcriptome data resolves some of the limitations inherent to only assessing transcript, but also nearly doubles the sequencing read depth required per single cell. Furthermore, there is still a paucity of analysis tools to visualize combined transcript-protein datasets.Here, we describe a novel targeted transcriptomics approach that combines analysis of over 400 genes with simultaneous measurement of over 40 proteins on more than 25,000 cells. This targeted approach requires only about 1/10 of the read depth compared to a whole transcriptome approach while retaining high sensitivity for low abundance transcripts. To analyze these multi-omic transcript-protein...

Research paper thumbnail of Abstract 1419: Dissection of single-cell transcriptional and translational regulation by digital mRNA and protein quantification

Molecular and Cellular Biology / Genetics, 2018

The immune system consists of complex gene regulatory networks that allow a rapid transition of d... more The immune system consists of complex gene regulatory networks that allow a rapid transition of different cellular states during an immune response. Cell-surface marker analysis using flow cytometry or single cell RNA-seq has allowed characterization of immune subpopulations and a greater understanding of the complexity of immune cells. However, restrictions on protein-only or RNA-only analysis can greatly limit the understanding of how genes are regulated in cells. For example, many cell surface markers - such as CD4 in T cells - has thousands of protein copies per cell using antigen density calculations, yet is fueled by a small number of mRNA transcripts per CD4+ T cell. Moreover, conventional whole-transcriptome analysis of mRNA can further mute the expression detection of CD4 mRNA in T cells due to the abundance of housekeeping ribosomal genes. To bridge the understanding of protein and mRNA expression differences, we used Ab-Seq on BD RhapsodyTM platform to provide digital quantification of both protein and mRNA expression level in single cells. An oligo-conjugated antibody panel against immune-relevant cell-surface markers was created and used for this multi-omic gene expression profiling effort. This approach is coupled with mRNA analysis using the BD Rhapsody Immune Response Panel, a targeted method of RNA-seq that allows a higher sensitivity of immune markers than conventional whole transcriptome assays. We studied the dynamics of early T cell activation in vitro to understand this response on transcriptional, post-transcriptional, and translational levels. Different time points following anti-CD3 and anti-CD28 treatment were collected and multiplexed on to BD Rhapsody cartridge for single cell capture and analysis. Using Ab-Seq on BD Rhapsody, we were able to detect the difference in mRNA and protein levels of crucial markers, allowing us to dissect the intricate gene regulatory pathways during an immune response in a single cell level. Citation Format: Gretchen Lam, Eleen Shum, Christina Chang, Hemi Shah, Devon Jensen, James Ghadiali, Jody Martin, David Rosenfeld, Christina H. Fan. Dissection of single-cell transcriptional and translational regulation by digital mRNA and protein quantification [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1419.

Research paper thumbnail of Cell-Surface Marker Signature for Enrichment of Ventricular Cardiomyocytes Derived from Human Embryonic Stem Cells

Stem cell reports, Jan 11, 2018

To facilitate understanding of human cardiomyocyte (CM) subtype specification, and the study of v... more To facilitate understanding of human cardiomyocyte (CM) subtype specification, and the study of ventricular CM biology in particular, we developed a broadly applicable strategy for enrichment of ventricular cardiomyocytes (VCMs) derived from human embryonic stem cells (hESCs). A bacterial artificial chromosome transgenic H9 hESC line in which GFP expression was driven by the human ventricular-specific myosin light chain 2 (MYL2) promoter was generated, and screened to identify cell-surface markers specific for MYL2-GFP-expressing VCMs. A CD77/CD200 cell-surface signature facilitated isolation of >97% cardiac troponin I-positive cells from H9 hESC differentiation cultures, with 65% expressing MYL2-GFP. This study provides a tool for VCM enrichment when using some, but not all, human pluripotent stem cell lines. Tools generated in this study can be utilized toward understanding CM subtype specification, and enriching for VCMs for therapeutic applications.

Research paper thumbnail of Multiplex Flow Cytometry Barcoding and Antibody Arrays Identify Surface Antigen Profiles of Primary and Metastatic Colon Cancer Cell Lines

PLoS ONE, 2013

Colon cancer is a deadly disease affecting millions of people worldwide. Current treatment challe... more Colon cancer is a deadly disease affecting millions of people worldwide. Current treatment challenges include management of disease burden as well as improvements in detection and targeting of tumor cells. To identify disease state-specific surface antigen signatures, we combined fluorescent cell barcoding with high-throughput flow cytometric profiling of primary and metastatic colon cancer lines (SW480, SW620, and HCT116). Our multiplexed technique offers improvements over conventional methods by permitting the simultaneous and rapid screening of cancer cells with reduced effort and cost. The method uses a protein-level analysis with commercially available antibodies on live cells with intact epitopes to detect potential tumor-specific targets that can be further investigated for their clinical utility. Multiplexed antibody arrays can easily be applied to other tumor types or pathologies for discovery-based approaches to target identification.

Research paper thumbnail of Tbx18 and the epicardium in cardiac development and regenerative medicine

UMI, ProQuest ® Dissertations & Theses. The world's most comprehensive collection of disserta... more UMI, ProQuest ® Dissertations & Theses. The world's most comprehensive collection of dissertations and theses. Learn more... ProQuest, Tbx18 and the epicardium in cardiac development and regenerative medicine. by Martin ...

Research paper thumbnail of Systems analysis of PKA-mediated phosphorylation gradients in live cardiac myocytes

Proceedings of the National Academy of Sciences, 2006

Research paper thumbnail of Cell-Surface Marker Signatures for the Isolation of Neural Stem Cells, Glia and Neurons Derived from Human Pluripotent Stem Cells

PLoS ONE, 2011

Background: Neural induction of human pluripotent stem cells often yields heterogeneous cell popu... more Background: Neural induction of human pluripotent stem cells often yields heterogeneous cell populations that can hamper quantitative and comparative analyses. There is a need for improved differentiation and enrichment procedures that generate highly pure populations of neural stem cells (NSC), glia and neurons. One way to address this problem is to identify cell-surface signatures that enable the isolation of these cell types from heterogeneous cell populations by fluorescence activated cell sorting (FACS). Methodology/Principal Findings: We performed an unbiased FACS-and image-based immunophenotyping analysis using 190 antibodies to cell surface markers on naïve human embryonic stem cells (hESC) and cell derivatives from neural differentiation cultures. From this analysis we identified prospective cell surface signatures for the isolation of NSC, glia and neurons. We isolated a population of NSC that was CD184 + /CD271 2 /CD44 2 /CD24 + from neural induction cultures of hESC and human induced pluripotent stem cells (hiPSC). Sorted NSC could be propagated for many passages and could differentiate to mixed cultures of neurons and glia in vitro and in vivo. A population of neurons that was CD184 2 /CD44 2 / CD15 LOW /CD24 + and a population of glia that was CD184 + /CD44 + were subsequently purified from cultures of differentiating NSC. Purified neurons were viable, expressed mature and subtype-specific neuronal markers, and could fire action potentials. Purified glia were mitotic and could mature to GFAP-expressing astrocytes in vitro and in vivo. Conclusions/Significance: These findings illustrate the utility of immunophenotyping screens for the identification of cell surface signatures of neural cells derived from human pluripotent stem cells. These signatures can be used for isolating highly pure populations of viable NSC, glia and neurons by FACS. The methods described here will enable downstream studies that require consistent and defined neural cell populations.

Research paper thumbnail of A myocardial lineage derives from Tbx18 epicardial cells

Research paper thumbnail of β-Catenin directly regulates Islet1 expression in cardiovascular progenitors and is required for multiple aspects of cardiogenesis

Proceedings of the National Academy of Sciences, 2007

Recent studies have demonstrated that the LIM homeodomain transcription factor Islet1 (Isl1) mark... more Recent studies have demonstrated that the LIM homeodomain transcription factor Islet1 (Isl1) marks pluripotent cardiovascular progenitor cells and is required for proliferation, survival, and migration of recently defined second heart field progenitors. Factors that are upstream of Isl1 in cardiovascular progenitors have not yet been defined. Here we demonstrate that β-catenin is required for Isl1 expression in cardiac progenitors, directly regulating the Isl1 promoter. Ablation of β- catenin in Isl1-expressing progenitors disrupts multiple aspects of cardiogenesis, resulting in embryonic lethality at E13. β-Catenin is also required upstream of a number of genes required for pharyngeal arch, outflow tract, and/or atrial septal morphogenesis, including Tbx2 , Tbx3 , Wnt11 , Shh , and Pitx2 . Our findings demonstrate that β-catenin signaling regulates proliferation and survival of cardiac progenitors.

Research paper thumbnail of Abstract 4118: Molecular cytometry for immunotherapy trials

Immunology

The ability to simultaneously query both protein and mRNA expression on tens of thousands of sing... more The ability to simultaneously query both protein and mRNA expression on tens of thousands of single cells has emerged only recently, with the development of CITE-seq, REAP-seq, and Ab-seq platforms. Each technology relies on antibodies conjugated to oligonucleotide tags, followed by capture of antibody-stained cells for single cell RNA-sequencing. The technologies have important advantages over flow cytometry, chiefly in that they allow study of a limitless number of parameters, and single cell RNA sequencing, which cannot identify cell populations with as much verity as protein/antibody-based analysis. We characterized the newest molecular cytometry technique (Ab-seq, BD Biosciences) by titrating nearly 100 antibodies (in a single staining experiment and sequencing run), and demonstrated that oligonucleotide antibodies exhibit the same staining characteristics and patterns as flow cytometry antibodies. We also comprehensively examined cells discordant for protein and mRNA expression, in order to discriminate true features of immune cell biology from artifacts caused by drop-out in sequencing assays. Importantly, we also found that mRNA expression could guide the discrimination of cells expressing a protein versus those lacking expression, and define a remarkably low limit of detection for the technology: 1-5 molecules. This remarkable sensitivity will allow detection of cells expressing even the lowest levels of immune exhaustion and checkpoint molecules in cancer immunotherapy trials, and could enable better biomarker discovery than existing technologies. Moreover, this approach allows more detailed characterization of the tumor microenvironment and periphery than ever before. Indeed, in a lymphoma patient, we show that cells expressing both PD1 and CTLA4 carry a unique and specific signature that includes markers never revealed by flow cytometry or other technologies, which might represent new targets for immunotherapy. In sum, this presentation will characterize this new technology and demonstrate the power and promise of new molecular cytometry tools. Citation Format: Woodrow E. Lomas, Aidan F. Winters, Jason Alexandre, Jody Martin, Nidhanjali Bansal, Margaret Nakamoto, Brent Gaylord, Suraj Saksena, Pratip K. Chattopadhyay. Molecular cytometry for immunotherapy trials [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4118.

Research paper thumbnail of Transforming growth factor-beta stimulates production of insulin-like growth factor-binding protein-3 by human skin fibroblasts

Endocrinology, Apr 1, 1991

Human neonatal fibroblasts in monolayer culture produce insulin-like growth factor-binding protei... more Human neonatal fibroblasts in monolayer culture produce insulin-like growth factor-binding protein-3 (IGFBP-3), the IGF-binding subunit of the circulating 140-kDa IGFBP complex. We now report that transforming growth factor-beta (TGF beta) is a potent stimulator of IGFBP-3 production by fibroblasts. After 72-h incubation with 1 ng/ml TGF beta, the levels of IGFBP-3 in conditioned medium were increased 5.8 +/- 1.2-fold (mean +/- SE; n = 9). Half-maximal stimulation of IGFBP-3 production was seen at 0.4 +/- 0.05 ng/ml TGF beta (n = 4). Coincubation of fibroblasts with TGF beta and either IGF-I or IGF-II at 50 ng/ml enhanced IGFBP-3 production 1.5- to 2-fold compared to TGF beta alone. As previously reported, fetal calf serum (FCS) stimulated IGFBP-3 production 5- to 6-fold; 1 ng/ml TGF beta increased the stimulated production of IGFBP-3 by FCS a further 2.5- to 3.5-fold. Acidification of FCS before addition enhanced the stimulation of IGFBP-3 compared to that caused by untreated FCS, but decreased further potentiation by TGF beta. This effect of acidified FCS was reversed by a neutralizing antibody to TGF beta. Similarly, the stimulation of IGFBP-3 levels by human serum or conditioned serum-free fibroblast medium was significantly increased by acidification of serum or medium before addition and was reversed by TGF beta antibody. These observations are consistent with acid-mediated activation of latent TGF beta added in serum or secreted by fibroblasts. Since IGFBP-3 is known to regulate IGF activity in fibroblasts, these results raise the possibility that TGF beta may modulate IGF actions in these cells by stimulating the production of IGFBP-3.

Research paper thumbnail of Resolving Low-Expression Cell Surface Antigens by Time-Gated Orthogonal Scanning Automated Microscopy

Analytical Chemistry, 2012

We report a highly sensitive method for rapid identification and quantification of rare-event cel... more We report a highly sensitive method for rapid identification and quantification of rare-event cells carrying low-abundance surface biomarkers. The method applies lanthanide bioprobes and time-gated detection to effectively eliminate both nontarget organisms and background noise and utilizes the europium containing nanoparticles to further amplify the signal strength by a factor of ∼20. Of interest is that these nanoparticles did not correspondingly enhance the intensity of nonspecific binding. Thus, the dramatically improved signal-to-background ratio enables the low-expression surface antigens on single cells to be quantified. Furthermore, we applied an orthogonal scanning automated microscopy (OSAM) technique to rapidly process a large population of target-only cells on microscopy slides, leading to quantitative statistical data with high certainty. Thus, the techniques together resolved nearly all false-negative events from the interfering crowd including many false-positive events.

Research paper thumbnail of Ca 2+ /Calmodulin-Dependent Protein Kinase II and Protein Kinase A Differentially Regulate Sarcoplasmic Reticulum Ca 2+ Leak in Human Cardiac Pathology

Circulation, 2013

Background— Sarcoplasmic reticulum (SR) Ca 2+ leak through ryanodine receptor type 2 (RyR2) dysfu... more Background— Sarcoplasmic reticulum (SR) Ca 2+ leak through ryanodine receptor type 2 (RyR2) dysfunction is of major pathophysiological relevance in human heart failure (HF); however, mechanisms underlying progressive RyR2 dysregulation from cardiac hypertrophy to HF are still controversial. Methods and Results— We investigated healthy control myocardium (n=5) and myocardium from patients with compensated hypertrophy (n=25) and HF (n=32). In hypertrophy, Ca 2+ /calmodulin-dependent protein kinase II (CaMKII) and protein kinase A (PKA) both phosphorylated RyR2 at levels that were not different from healthy myocardium. Accordingly, inhibitors of these kinases reduced the SR Ca 2+ leak. In HF, however, the SR Ca 2+ leak was nearly doubled compared with hypertrophy, which led to reduced systolic Ca 2+ transients, a depletion of SR Ca 2+ storage and elevated diastolic Ca 2+ levels. This was accompanied by a significantly increased CaMKII-dependent phosphorylation of RyR2. In contrast, PKA...

Research paper thumbnail of Targeted Ablation of PINCH1 and PINCH2 From Murine Myocardium Results in Dilated Cardiomyopathy and Early Postnatal Lethality

Circulation, 2009

Background— PINCH proteins are 5 LIM domain–only adaptor proteins that function as key components... more Background— PINCH proteins are 5 LIM domain–only adaptor proteins that function as key components of the integrin signaling pathway and play crucial roles in multiple cellular processes. Two PINCH proteins, PINCH1 and PINCH2, have been described in mammals and share high homology. Both PINCH1 and PINCH2 are ubiquitously expressed in most tissues and organs, including myocardium. Cardiac-specific PINCH1 knockout or global PINCH2 knockout mice exhibit no basal cardiac phenotype, which may reflect a redundant role for these 2 PINCH proteins in myocardium. A potential role for PINCH proteins in myocardium remains unknown. Methods and Results— To define the role of PINCH in myocardium, we generated mice that were doubly homozygous null for PINCH1 and PINCH2 in myocardium. Resulting mutants were viable at birth but developed dilated cardiomyopathy and died of heart failure within 4 weeks. Mutant hearts exhibited disruptions of intercalated disks and costameres accompanied by fibrosis. Fur...

Research paper thumbnail of Mechanobiology of cardiomyocyte development

Journal of Biomechanics, 2010

Cardiac cells are under constant, self-generated mechanical stress which can affect the different... more Cardiac cells are under constant, self-generated mechanical stress which can affect the differentiation of stem cells into cardiac myocytes, the development of differentiated cells and the maturation of cells in neonatal mammals. In this article, the effects of direct stretch, electrically induced beating and substrate elasticity on the behavior and development of cardiomyocytes are reviewed, with particular emphasis on the effects of substrate stiffness on cardiomyocyte maturation. In order to relate these observations to in-vivo mechanical conditions, we isolated the left ventricle of Black Swiss mice from embryonic day 13.5 through postnatal day 14 and measured the elastic modulus of the epicardium using atomic force microscope indentation. We found that the elastic modulus of the epicardium significantly changes at birth, from an embryonic value of 12 ± 4 kPa to a neonatal value of 39 ± 7 kPa. This change is in the range shown to significantly affect the development of neonatal cardiomyocytes.

Research paper thumbnail of The epicardium has potential in cardiac healing and regeneration in mammals

Research paper thumbnail of Abstract 08: Advancing precision medicine combination drug screening: A miniaturized single-cell imaging platform for evaluating immunotherapy-small molecule combination therapeutics in individuals

Research paper thumbnail of Connexin43 as a Therapeutic To Restore Cardiac Structure in Arrhythmogenic Heart Disease

Research paper thumbnail of A targeted multi-omic analysis approach measures protein expression and low abundance transcripts on the single cell level

SummaryHigh throughput single-cell RNA sequencing (sc-RNAseq) has become a frequently used tool t... more SummaryHigh throughput single-cell RNA sequencing (sc-RNAseq) has become a frequently used tool to assess immune cell function and heterogeneity. Recently, the combined measurement of RNA and protein expression by sequencing was developed, which is commonly known as CITE-Seq. Acquisition of protein expression data along with transcriptome data resolves some of the limitations inherent to only assessing transcript, but also nearly doubles the sequencing read depth required per single cell. Furthermore, there is still a paucity of analysis tools to visualize combined transcript-protein datasets.Here, we describe a novel targeted transcriptomics approach that combines analysis of over 400 genes with simultaneous measurement of over 40 proteins on more than 25,000 cells. This targeted approach requires only about 1/10 of the read depth compared to a whole transcriptome approach while retaining high sensitivity for low abundance transcripts. To analyze these multi-omic transcript-protein...

Research paper thumbnail of Abstract 1419: Dissection of single-cell transcriptional and translational regulation by digital mRNA and protein quantification

Molecular and Cellular Biology / Genetics, 2018

The immune system consists of complex gene regulatory networks that allow a rapid transition of d... more The immune system consists of complex gene regulatory networks that allow a rapid transition of different cellular states during an immune response. Cell-surface marker analysis using flow cytometry or single cell RNA-seq has allowed characterization of immune subpopulations and a greater understanding of the complexity of immune cells. However, restrictions on protein-only or RNA-only analysis can greatly limit the understanding of how genes are regulated in cells. For example, many cell surface markers - such as CD4 in T cells - has thousands of protein copies per cell using antigen density calculations, yet is fueled by a small number of mRNA transcripts per CD4+ T cell. Moreover, conventional whole-transcriptome analysis of mRNA can further mute the expression detection of CD4 mRNA in T cells due to the abundance of housekeeping ribosomal genes. To bridge the understanding of protein and mRNA expression differences, we used Ab-Seq on BD RhapsodyTM platform to provide digital quantification of both protein and mRNA expression level in single cells. An oligo-conjugated antibody panel against immune-relevant cell-surface markers was created and used for this multi-omic gene expression profiling effort. This approach is coupled with mRNA analysis using the BD Rhapsody Immune Response Panel, a targeted method of RNA-seq that allows a higher sensitivity of immune markers than conventional whole transcriptome assays. We studied the dynamics of early T cell activation in vitro to understand this response on transcriptional, post-transcriptional, and translational levels. Different time points following anti-CD3 and anti-CD28 treatment were collected and multiplexed on to BD Rhapsody cartridge for single cell capture and analysis. Using Ab-Seq on BD Rhapsody, we were able to detect the difference in mRNA and protein levels of crucial markers, allowing us to dissect the intricate gene regulatory pathways during an immune response in a single cell level. Citation Format: Gretchen Lam, Eleen Shum, Christina Chang, Hemi Shah, Devon Jensen, James Ghadiali, Jody Martin, David Rosenfeld, Christina H. Fan. Dissection of single-cell transcriptional and translational regulation by digital mRNA and protein quantification [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2018; 2018 Apr 14-18; Chicago, IL. Philadelphia (PA): AACR; Cancer Res 2018;78(13 Suppl):Abstract nr 1419.

Research paper thumbnail of Cell-Surface Marker Signature for Enrichment of Ventricular Cardiomyocytes Derived from Human Embryonic Stem Cells

Stem cell reports, Jan 11, 2018

To facilitate understanding of human cardiomyocyte (CM) subtype specification, and the study of v... more To facilitate understanding of human cardiomyocyte (CM) subtype specification, and the study of ventricular CM biology in particular, we developed a broadly applicable strategy for enrichment of ventricular cardiomyocytes (VCMs) derived from human embryonic stem cells (hESCs). A bacterial artificial chromosome transgenic H9 hESC line in which GFP expression was driven by the human ventricular-specific myosin light chain 2 (MYL2) promoter was generated, and screened to identify cell-surface markers specific for MYL2-GFP-expressing VCMs. A CD77/CD200 cell-surface signature facilitated isolation of >97% cardiac troponin I-positive cells from H9 hESC differentiation cultures, with 65% expressing MYL2-GFP. This study provides a tool for VCM enrichment when using some, but not all, human pluripotent stem cell lines. Tools generated in this study can be utilized toward understanding CM subtype specification, and enriching for VCMs for therapeutic applications.

Research paper thumbnail of Multiplex Flow Cytometry Barcoding and Antibody Arrays Identify Surface Antigen Profiles of Primary and Metastatic Colon Cancer Cell Lines

PLoS ONE, 2013

Colon cancer is a deadly disease affecting millions of people worldwide. Current treatment challe... more Colon cancer is a deadly disease affecting millions of people worldwide. Current treatment challenges include management of disease burden as well as improvements in detection and targeting of tumor cells. To identify disease state-specific surface antigen signatures, we combined fluorescent cell barcoding with high-throughput flow cytometric profiling of primary and metastatic colon cancer lines (SW480, SW620, and HCT116). Our multiplexed technique offers improvements over conventional methods by permitting the simultaneous and rapid screening of cancer cells with reduced effort and cost. The method uses a protein-level analysis with commercially available antibodies on live cells with intact epitopes to detect potential tumor-specific targets that can be further investigated for their clinical utility. Multiplexed antibody arrays can easily be applied to other tumor types or pathologies for discovery-based approaches to target identification.

Research paper thumbnail of Tbx18 and the epicardium in cardiac development and regenerative medicine

UMI, ProQuest ® Dissertations & Theses. The world's most comprehensive collection of disserta... more UMI, ProQuest ® Dissertations & Theses. The world's most comprehensive collection of dissertations and theses. Learn more... ProQuest, Tbx18 and the epicardium in cardiac development and regenerative medicine. by Martin ...

Research paper thumbnail of Systems analysis of PKA-mediated phosphorylation gradients in live cardiac myocytes

Proceedings of the National Academy of Sciences, 2006

Research paper thumbnail of Cell-Surface Marker Signatures for the Isolation of Neural Stem Cells, Glia and Neurons Derived from Human Pluripotent Stem Cells

PLoS ONE, 2011

Background: Neural induction of human pluripotent stem cells often yields heterogeneous cell popu... more Background: Neural induction of human pluripotent stem cells often yields heterogeneous cell populations that can hamper quantitative and comparative analyses. There is a need for improved differentiation and enrichment procedures that generate highly pure populations of neural stem cells (NSC), glia and neurons. One way to address this problem is to identify cell-surface signatures that enable the isolation of these cell types from heterogeneous cell populations by fluorescence activated cell sorting (FACS). Methodology/Principal Findings: We performed an unbiased FACS-and image-based immunophenotyping analysis using 190 antibodies to cell surface markers on naïve human embryonic stem cells (hESC) and cell derivatives from neural differentiation cultures. From this analysis we identified prospective cell surface signatures for the isolation of NSC, glia and neurons. We isolated a population of NSC that was CD184 + /CD271 2 /CD44 2 /CD24 + from neural induction cultures of hESC and human induced pluripotent stem cells (hiPSC). Sorted NSC could be propagated for many passages and could differentiate to mixed cultures of neurons and glia in vitro and in vivo. A population of neurons that was CD184 2 /CD44 2 / CD15 LOW /CD24 + and a population of glia that was CD184 + /CD44 + were subsequently purified from cultures of differentiating NSC. Purified neurons were viable, expressed mature and subtype-specific neuronal markers, and could fire action potentials. Purified glia were mitotic and could mature to GFAP-expressing astrocytes in vitro and in vivo. Conclusions/Significance: These findings illustrate the utility of immunophenotyping screens for the identification of cell surface signatures of neural cells derived from human pluripotent stem cells. These signatures can be used for isolating highly pure populations of viable NSC, glia and neurons by FACS. The methods described here will enable downstream studies that require consistent and defined neural cell populations.

Research paper thumbnail of A myocardial lineage derives from Tbx18 epicardial cells

Research paper thumbnail of β-Catenin directly regulates Islet1 expression in cardiovascular progenitors and is required for multiple aspects of cardiogenesis

Proceedings of the National Academy of Sciences, 2007

Recent studies have demonstrated that the LIM homeodomain transcription factor Islet1 (Isl1) mark... more Recent studies have demonstrated that the LIM homeodomain transcription factor Islet1 (Isl1) marks pluripotent cardiovascular progenitor cells and is required for proliferation, survival, and migration of recently defined second heart field progenitors. Factors that are upstream of Isl1 in cardiovascular progenitors have not yet been defined. Here we demonstrate that β-catenin is required for Isl1 expression in cardiac progenitors, directly regulating the Isl1 promoter. Ablation of β- catenin in Isl1-expressing progenitors disrupts multiple aspects of cardiogenesis, resulting in embryonic lethality at E13. β-Catenin is also required upstream of a number of genes required for pharyngeal arch, outflow tract, and/or atrial septal morphogenesis, including Tbx2 , Tbx3 , Wnt11 , Shh , and Pitx2 . Our findings demonstrate that β-catenin signaling regulates proliferation and survival of cardiac progenitors.

Research paper thumbnail of Abstract 4118: Molecular cytometry for immunotherapy trials

Immunology

The ability to simultaneously query both protein and mRNA expression on tens of thousands of sing... more The ability to simultaneously query both protein and mRNA expression on tens of thousands of single cells has emerged only recently, with the development of CITE-seq, REAP-seq, and Ab-seq platforms. Each technology relies on antibodies conjugated to oligonucleotide tags, followed by capture of antibody-stained cells for single cell RNA-sequencing. The technologies have important advantages over flow cytometry, chiefly in that they allow study of a limitless number of parameters, and single cell RNA sequencing, which cannot identify cell populations with as much verity as protein/antibody-based analysis. We characterized the newest molecular cytometry technique (Ab-seq, BD Biosciences) by titrating nearly 100 antibodies (in a single staining experiment and sequencing run), and demonstrated that oligonucleotide antibodies exhibit the same staining characteristics and patterns as flow cytometry antibodies. We also comprehensively examined cells discordant for protein and mRNA expression, in order to discriminate true features of immune cell biology from artifacts caused by drop-out in sequencing assays. Importantly, we also found that mRNA expression could guide the discrimination of cells expressing a protein versus those lacking expression, and define a remarkably low limit of detection for the technology: 1-5 molecules. This remarkable sensitivity will allow detection of cells expressing even the lowest levels of immune exhaustion and checkpoint molecules in cancer immunotherapy trials, and could enable better biomarker discovery than existing technologies. Moreover, this approach allows more detailed characterization of the tumor microenvironment and periphery than ever before. Indeed, in a lymphoma patient, we show that cells expressing both PD1 and CTLA4 carry a unique and specific signature that includes markers never revealed by flow cytometry or other technologies, which might represent new targets for immunotherapy. In sum, this presentation will characterize this new technology and demonstrate the power and promise of new molecular cytometry tools. Citation Format: Woodrow E. Lomas, Aidan F. Winters, Jason Alexandre, Jody Martin, Nidhanjali Bansal, Margaret Nakamoto, Brent Gaylord, Suraj Saksena, Pratip K. Chattopadhyay. Molecular cytometry for immunotherapy trials [abstract]. In: Proceedings of the American Association for Cancer Research Annual Meeting 2019; 2019 Mar 29-Apr 3; Atlanta, GA. Philadelphia (PA): AACR; Cancer Res 2019;79(13 Suppl):Abstract nr 4118.

Research paper thumbnail of Transforming growth factor-beta stimulates production of insulin-like growth factor-binding protein-3 by human skin fibroblasts

Endocrinology, Apr 1, 1991

Human neonatal fibroblasts in monolayer culture produce insulin-like growth factor-binding protei... more Human neonatal fibroblasts in monolayer culture produce insulin-like growth factor-binding protein-3 (IGFBP-3), the IGF-binding subunit of the circulating 140-kDa IGFBP complex. We now report that transforming growth factor-beta (TGF beta) is a potent stimulator of IGFBP-3 production by fibroblasts. After 72-h incubation with 1 ng/ml TGF beta, the levels of IGFBP-3 in conditioned medium were increased 5.8 +/- 1.2-fold (mean +/- SE; n = 9). Half-maximal stimulation of IGFBP-3 production was seen at 0.4 +/- 0.05 ng/ml TGF beta (n = 4). Coincubation of fibroblasts with TGF beta and either IGF-I or IGF-II at 50 ng/ml enhanced IGFBP-3 production 1.5- to 2-fold compared to TGF beta alone. As previously reported, fetal calf serum (FCS) stimulated IGFBP-3 production 5- to 6-fold; 1 ng/ml TGF beta increased the stimulated production of IGFBP-3 by FCS a further 2.5- to 3.5-fold. Acidification of FCS before addition enhanced the stimulation of IGFBP-3 compared to that caused by untreated FCS, but decreased further potentiation by TGF beta. This effect of acidified FCS was reversed by a neutralizing antibody to TGF beta. Similarly, the stimulation of IGFBP-3 levels by human serum or conditioned serum-free fibroblast medium was significantly increased by acidification of serum or medium before addition and was reversed by TGF beta antibody. These observations are consistent with acid-mediated activation of latent TGF beta added in serum or secreted by fibroblasts. Since IGFBP-3 is known to regulate IGF activity in fibroblasts, these results raise the possibility that TGF beta may modulate IGF actions in these cells by stimulating the production of IGFBP-3.

Research paper thumbnail of Resolving Low-Expression Cell Surface Antigens by Time-Gated Orthogonal Scanning Automated Microscopy

Analytical Chemistry, 2012

We report a highly sensitive method for rapid identification and quantification of rare-event cel... more We report a highly sensitive method for rapid identification and quantification of rare-event cells carrying low-abundance surface biomarkers. The method applies lanthanide bioprobes and time-gated detection to effectively eliminate both nontarget organisms and background noise and utilizes the europium containing nanoparticles to further amplify the signal strength by a factor of ∼20. Of interest is that these nanoparticles did not correspondingly enhance the intensity of nonspecific binding. Thus, the dramatically improved signal-to-background ratio enables the low-expression surface antigens on single cells to be quantified. Furthermore, we applied an orthogonal scanning automated microscopy (OSAM) technique to rapidly process a large population of target-only cells on microscopy slides, leading to quantitative statistical data with high certainty. Thus, the techniques together resolved nearly all false-negative events from the interfering crowd including many false-positive events.