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1.
Methods Mol Biol ; 2618: 155-170, 2023.
Article in English | MEDLINE | ID: mdl-36905516

ABSTRACT

Dendritic cells (DCs) are a heterogenous population of professional antigen-presenting cells that play an "educator" role in immunity. Multiple DC subsets collaboratively initiate and orchestrate innate and adaptive immune responses. Recent advances in our ability to investigate cellular transcription, signaling, and function at the single-cell level have opened opportunities to examine heterogeneous populations at unprecedented resolutions. Culturing of mouse DC subsets from single bone marrow hematopoietic progenitor cells, that is, clonal analysis, has enabled identification of multiple progenitors with distinct potentials and furthered understanding of mouse DC development. However, studies of human DC development have been hampered by the lack of a corresponding system to generate multiple human DC subsets. Here, we describe a protocol to functionally profile the differentiation potentials of single human hematopoietic stem and progenitor cells (HSPCs) to multiple DC subsets, myeloid and lymphoid cells that will facilitate investigation of human DC lineage specification and reveal its molecular bases.


Subject(s)
Dendritic Cells , Hematopoietic Stem Cells , Humans , Mice , Animals , Cell Differentiation , Stromal Cells , Cell Culture Techniques
2.
Bio Protoc ; 8(10): e2851, 2018 May 20.
Article in English | MEDLINE | ID: mdl-34285968

ABSTRACT

The ability to conduct investigation of cellular transcription, signaling, and function at the single-cell level has opened opportunities to examine heterogeneous populations at unprecedented resolutions. Although methods have been developed to evaluate high-dimensional transcriptomic and proteomic data (relating to cellular mRNA and protein), there has not been a method to evaluate corresponding high-dimensional functionomic data (relating to cellular functions) from single cells. Here, we present a protocol to quantitatively measure the differentiation potentials of single human hematopoietic stem and progenitor cells, and then cluster the cells according to these measurements. High dimensional functionomic analysis of cell potential allows cell function to be linked to molecular mechanisms within the same progenitor population.

4.
Nat Immunol ; 18(8): 877-888, 2017 Aug.
Article in English | MEDLINE | ID: mdl-28650480

ABSTRACT

The origin and specification of human dendritic cells (DCs) have not been investigated at the clonal level. Through the use of clonal assays, combined with statistical computation, to quantify the yield of granulocytes, monocytes, lymphocytes and three subsets of DCs from single human CD34+ progenitor cells, we found that specification to the DC lineage occurred in parallel with specification of hematopoietic stem cells (HSCs) to the myeloid and lymphoid lineages. This started as a lineage bias defined by specific transcriptional programs that correlated with the combinatorial 'dose' of the transcription factors IRF8 and PU.1, which was transmitted to most progeny cells and was reinforced by upregulation of IRF8 expression driven by the hematopoietic cytokine FLT3L during cell division. We propose a model in which specification to the DC lineage is driven by parallel and inheritable transcriptional programs in HSCs and is reinforced over cell division by recursive interactions between transcriptional programs and extrinsic signals.


Subject(s)
Cell Lineage , Dendritic Cells/cytology , Hematopoietic Stem Cells/cytology , Interferon Regulatory Factors/metabolism , Leukopoiesis , Multipotent Stem Cells/cytology , Animals , Cell Differentiation , Fetal Blood , Flow Cytometry , Humans , Interferon Regulatory Factors/genetics , Mice , Mice, Inbred NOD , Mice, Knockout , Principal Component Analysis , Proto-Oncogene Proteins/metabolism , Trans-Activators/metabolism , Up-Regulation
5.
Am J Perinatol ; 34(10): 990-995, 2017 08.
Article in English | MEDLINE | ID: mdl-28376547

ABSTRACT

Objective This historical cohort study investigated how a shift toward a more conservative approach of awaiting spontaneous closure of the patent ductus arteriosus (PDA) in preterm infants has affected neonatal outcomes and resource utilization. Methods We retrospectively studied very low birth weight infants diagnosed with a PDA by echocardiogram (ECHO) in 2006-2008 (era 1), when medical or surgical PDA management was emphasized, to those born in 2010-2012 (era 2) when conservative PDA management was encouraged. Multiple regression analyses adjusted for gestational age were performed to assess differences in clinical outcomes and resource utilization between eras. Results More infants in era 2 (35/89, 39%) compared with era 1 (22/120, 18%) had conservative PDA management (p < 0.01). Despite no difference in surgical ligation rate, infants in era 2 had ligation later (median 24 vs. 8 days, p < 0.0001). There was no difference in clinical outcomes between eras, while number of ECHOs per patient was the only resource measure that increased in era 2 (median 3 vs. 2 ECHOs, p = 0.003). Conclusion In an era of more conservative PDA management, no increase in adverse clinical outcomes or significant change in resource utilization was found. Conservative PDA management may be a safe alternative for preterm infants.


Subject(s)
Conservative Treatment , Disease Management , Ductus Arteriosus, Patent/therapy , Health Resources/statistics & numerical data , Watchful Waiting , Birth Weight , Cardiovascular Agents/therapeutic use , Ductus Arteriosus, Patent/diagnostic imaging , Ductus Arteriosus, Patent/surgery , Echocardiography , Female , Gestational Age , Humans , Indomethacin/therapeutic use , Infant, Newborn , Infant, Premature , Infant, Very Low Birth Weight , Ligation , Male , Retrospective Studies , Treatment Outcome
6.
Oncotarget ; 7(49): 80415-80425, 2016 Dec 06.
Article in English | MEDLINE | ID: mdl-27533453

ABSTRACT

Adenocarcinoma is the most common type of lung cancer. Epithelial-mesenchymal transition (EMT) is required for tumor invasion/metastasis and the components that control this process are potential therapeutic targets. This study we examined the role of Gli in lung adenocarcinoma and whether its activation regulates metastasis through EMT in lung adenocarcinoma. We found that tumors with high Gli expression had significantly lower E-Cadherin expression in two independent cohorts of patients with lung adenocarcinoma that we studied. In vitro up-regulation of SHh resulted in increased cell migration while small molecule inhibitors of Smo or Gli significantly reduced cell mobility both in a wound healing assay and in a 3D cell invasion assay. Inhibition of Gli in vivo decreased tumor growth and induced an increase in E-Cadherin expression. Our results indicate that Gli may be critical for lung adenocarcinoma metastasis and that a novel Gli inhibitor shows promise as a therapeutic agent by preventing cell migration and invasion in vitro and significantly reducing tumor growth and increasing E-Cadherin expression in vivo.


Subject(s)
Adenocarcinoma/metabolism , Epithelial-Mesenchymal Transition , Lung Neoplasms/metabolism , Zinc Finger Protein GLI1/metabolism , A549 Cells , Adenocarcinoma/drug therapy , Adenocarcinoma/genetics , Adenocarcinoma/secondary , Adenocarcinoma of Lung , Animals , Antigens, CD , Antineoplastic Agents/pharmacology , Cadherins/genetics , Cadherins/metabolism , Cell Movement , Epithelial-Mesenchymal Transition/drug effects , Female , Gene Expression Regulation, Neoplastic , Hedgehog Proteins/genetics , Hedgehog Proteins/metabolism , Humans , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , Male , Mice, Nude , Middle Aged , Neoplasm Invasiveness , Signal Transduction , Smoothened Receptor/antagonists & inhibitors , Smoothened Receptor/metabolism , Time Factors , Tumor Burden , Xenograft Model Antitumor Assays , Zinc Finger Protein GLI1/antagonists & inhibitors , Zinc Finger Protein GLI1/genetics
7.
PLoS One ; 10(7): e0132134, 2015.
Article in English | MEDLINE | ID: mdl-26132438

ABSTRACT

BACKGROUND: Squamous cell carcinomas (SCC) account for approximately 30% of non-small cell lung cancer (NSCLC). Current staging methods do not adequately predict outcome for this disease. EMX2 is a homeo-domain containing transcription factor known to regulate a key developmental pathway. This study assessed the significance of EMX2 as a prognostic and predictive marker for resectable lung SCC. METHODS: Two independent cohorts of patients with lung SCC undergoing surgical resection were studied. EMX2 protein expression was examined by immunohistochemistry, Western blot, or immunofluorescence. EMX2 expression levels in tissue specimens were scored and correlated with patient outcomes. Chemo-sensitivity of lung SCC cell lines stably transfected with EMX2 shRNAs to cisplatin, carboplatin, and docetaxel was examined in vitro. RESULTS: EMX2 expression was down-regulated in lung SCC tissue samples compared to their matched adjacent normal tissues. Positive EMX2 expression was significantly associated with improved overall survival in stage I lung SCC patients, and in stage II/IIIA lung SCC patients receiving adjuvant chemotherapy. EMX2 expression was also associated with expression of EMT markers in both lung SCC cell lines and tissue samples. Knock-down of EMX2 expression in lung SCC cells promoted chemo-resistance and cell migration. CONCLUSIONS: EMX2 expression is down-regulated in lung SCC and its down-regulation is associated with chemo-resistance in lung SCC cells, possibly through regulation of Epithelial-to-Mesenchymal Transition (EMT). EMX2 may serve as a novel prognostic marker for stage I lung SCC patients and a prediction marker for stage II/IIIA lung SCC patients receiving adjuvant chemotherapy.


Subject(s)
Biomarkers, Tumor/physiology , Carcinoma, Squamous Cell/metabolism , Homeodomain Proteins/physiology , Lung Neoplasms/metabolism , Neoplasm Proteins/physiology , Transcription Factors/physiology , Adult , Aged , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Biomarkers, Tumor/analysis , Biomarkers, Tumor/genetics , Carcinoma, Squamous Cell/genetics , Carcinoma, Squamous Cell/mortality , Carcinoma, Squamous Cell/pathology , Carcinoma, Squamous Cell/therapy , Cell Movement , Chemotherapy, Adjuvant , Combined Modality Therapy , Cyclophosphamide/administration & dosage , Deoxycytidine/administration & dosage , Deoxycytidine/analogs & derivatives , Down-Regulation , Doxorubicin/administration & dosage , Drug Resistance, Neoplasm , Epithelial-Mesenchymal Transition/physiology , Female , Gene Expression Regulation, Neoplastic , Homeodomain Proteins/analysis , Homeodomain Proteins/genetics , Humans , Kaplan-Meier Estimate , Lung/chemistry , Lung Neoplasms/genetics , Lung Neoplasms/mortality , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Male , Middle Aged , Neoplasm Proteins/analysis , Neoplasm Proteins/genetics , Neoplasm Staging , Organoplatinum Compounds/administration & dosage , Paclitaxel/administration & dosage , Pneumonectomy , Prognosis , RNA Interference , RNA, Small Interfering/genetics , Transcription Factors/analysis , Transcription Factors/genetics , Vinblastine/administration & dosage , Vinblastine/analogs & derivatives , Vinorelbine , Gemcitabine
8.
J Exp Clin Cancer Res ; 33: 34, 2014 Apr 24.
Article in English | MEDLINE | ID: mdl-24758269

ABSTRACT

BACKGROUND: Squamous cell carcinomas (SCC) account for approximately 30% of non-small cell lung cancer. Investigation of the mechanism of invasion and metastasis of lung SCC will be of great help for the development of meaningful targeted therapeutics. This study is intended to understand whether the activation of Hedgehog (Hh) pathway is involved in lung SCC, and whether activated Hh signaling regulates metastasis through epithelial-mesenchymal transition (EMT) in lung SCC. METHODS: Two cohorts of patients with lung SCC were studied. Protein expression was examined by immunohistochemistry, Western blot, or immunofluorescence. Protein expression levels in tissue specimens were scored and correlations were analyzed. Vismodegib and a Gli inhibitor were used to inhibit Shh/Gli activity, and recombinant Shh proteins were used to stimulate the Hh pathway in lung SCC cell lines. Cell migration assay was performed in vitro. RESULTS: Shh/Gli pathway components were aberrantly expressed in lung SCC tissue samples. Gli1 expression was reversely associated with the expression of EMT markers E-Cadherin and ß-Catenin in lung SCC specimens. Inhibition of the Shh/Gli pathway suppressed migration and up-regulated E-Cadherin expression in lung SCC cells. Stimulation of the pathway increased migration and down-regulated E-Cadherin expression in lung SCC cells. CONCLUSIONS: Our results suggested that the Shh/Gli pathway may be critical for lung SCC recurrence, metastasis and resistance to chemotherapy. Inhibition of the Shh/Gli pathway activity/function is a potential therapeutic strategy for the treatment of lung SCC patients.


Subject(s)
Carcinoma, Squamous Cell/metabolism , Epithelial-Mesenchymal Transition , Hedgehog Proteins/physiology , Lung Neoplasms/metabolism , Transcription Factors/physiology , Antigens, CD , Cadherins/metabolism , Carcinoma, Squamous Cell/pathology , Cell Line, Tumor , Cell Movement , Down-Regulation , Female , Gene Expression Regulation, Neoplastic , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Signal Transduction , Zinc Finger Protein GLI1
9.
PLoS One ; 8(3): e57346, 2013.
Article in English | MEDLINE | ID: mdl-23483902

ABSTRACT

Malignant pleural mesothelioma (MPM) is a highly aggressive tumor with poor prognosis. Current treatment is rarely curative, thus novel meaningful therapies are urgently needed. Inhibition of Hedgehog (Hh) signaling at the cell membrane level in several cancers has shown anti-cancer activity in recent clinical studies. Evidence of Hh-independent Gli activation suggests Gli as a more potent therapeutic target. The current study is aimed to evaluate the potential of Gli as a therapeutic target to treat MPM. The expression profiles of Gli factors and other Hh signaling components were characterized in 46 MPM patient tissue samples by RT-PCR and immunohistochemistry. Cultured cell lines were employed to investigate the requirement of Gli activation in tumor cell growth by inhibiting Gli through siRNA or a novel small molecule Gli inhibitor (Gli-I). A xenograft model was used to evaluate Gli-I in vivo. In addition, a side by side comparison between Gli and Smoothened (Smo) inhibition was conducted in vitro using siRNA and small molecule inhibitors. Our study reported aberrant Gli1 and Gli2 activation in a large majority of tissues. Inhibition of Gli by siRNAs or Gli-I suppressed cell growth dramatically both in vitro and in vivo. Inhibition of Gli exhibited better cytotoxicity than that of Smo by siRNA and small molecule inhibitors vismodegib and cyclopamine. Combination of Gli-I and pemetrexed, as well as Gli-I and vismodegib demonstrated synergistic effects in suppression of MPM proliferation in vitro. In summary, Gli activation plays a critical role in MPM. Inhibition of Gli function holds strong potential to become a novel, clinically effective approach to treat MPM.


Subject(s)
Kruppel-Like Transcription Factors/antagonists & inhibitors , Mesothelioma/drug therapy , Molecular Targeted Therapy , Nuclear Proteins/antagonists & inhibitors , Pleural Neoplasms/drug therapy , Transcription Factors/antagonists & inhibitors , Aged , Anilides/pharmacology , Anilides/therapeutic use , Animals , Antineoplastic Agents/pharmacology , Antineoplastic Agents/therapeutic use , Cell Line, Tumor , Cell Proliferation/drug effects , Cell Survival/drug effects , Down-Regulation/drug effects , Down-Regulation/genetics , Drug Synergism , Female , Gene Expression Regulation, Neoplastic/drug effects , Glutamates/pharmacology , Glutamates/therapeutic use , Guanine/analogs & derivatives , Guanine/pharmacology , Guanine/therapeutic use , Hedgehog Proteins/metabolism , Humans , Kruppel-Like Transcription Factors/genetics , Kruppel-Like Transcription Factors/metabolism , Male , Mesothelioma/genetics , Mesothelioma/pathology , Mice , Mice, Nude , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Pemetrexed , Pleural Neoplasms/genetics , Pleural Neoplasms/pathology , Pyridines/pharmacology , Pyridines/therapeutic use , RNA, Small Interfering/metabolism , Receptors, G-Protein-Coupled/antagonists & inhibitors , Receptors, G-Protein-Coupled/metabolism , Signal Transduction/drug effects , Signal Transduction/genetics , Smoothened Receptor , Transcription Factors/genetics , Transcription Factors/metabolism , Xenograft Model Antitumor Assays , Zinc Finger Protein GLI1 , Zinc Finger Protein Gli2
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