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1.
Nat Immunol ; 25(2): 307-315, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38182667

ABSTRACT

The global outbreak of the mpox virus (MPXV) in 2022 highlights the urgent need for safer and more accessible new-generation vaccines. Here, we used a structure-guided multi-antigen fusion strategy to design a 'two-in-one' immunogen based on the single-chain dimeric MPXV extracellular enveloped virus antigen A35 bivalently fused with the intracellular mature virus antigen M1, called DAM. DAM preserved the natural epitope configuration of both components and showed stronger A35-specific and M1-specific antibody responses and in vivo protective efficacy against vaccinia virus (VACV) compared to co-immunization strategies. The MPXV-specific neutralizing antibodies elicited by DAM were 28 times higher than those induced by live VACV vaccine. Aluminum-adjuvanted DAM vaccines protected mice from a lethal VACV challenge with a safety profile, and pilot-scale production confirmed the high yield and purity of DAM. Thus, our study provides innovative insights and an immunogen candidate for the development of alternative vaccines against MPXV and other orthopoxviruses.


Subject(s)
Monkeypox virus , Vaccines , Animals , Mice , Viral Envelope Proteins , Antibodies, Viral , Vaccinia virus , Antigens, Viral , Immunity
3.
PLoS Pathog ; 19(2): e1011119, 2023 02.
Article in English | MEDLINE | ID: mdl-36724179

ABSTRACT

As new mutations continue to emerge, the ability of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus to evade the human immune system and neutralizing antibodies remains a huge challenge for vaccine development and antibody research. The majority of neutralizing antibodies have reduced or lost activity against SARS-CoV-2 variants. In this study, we reported a novel protein surface display system on a mammalian cell for obtaining a higher-affinity antibody in high-throughput manner. Using a saturation mutagenesis strategy through integrating microarray-based oligonucleotide synthesis and single-cell screening assay, we generated a group of new antibodies against diverse prevalent SARS-CoV-2 variants through high-throughput screening the human antibody REGN10987 within 2 weeks. The affinity of those optimized antibodies to seven prevalent mutants was greatly improved, and the EC50 values were no higher than 5 ng/mL. These results demonstrate the robustness of our screening system in the rapid generation of an antibody with higher affinity against a new SARS-CoV-2 variant, and provides a potential application to other protein molecular interactions.


Subject(s)
COVID-19 , SARS-CoV-2 , Animals , Humans , SARS-CoV-2/genetics , Mutagenesis , Membrane Proteins , Antibodies, Neutralizing , Spike Glycoprotein, Coronavirus/genetics , Antibodies, Viral , Mammals
4.
Anal Chem ; 95(28): 10625-10633, 2023 07 18.
Article in English | MEDLINE | ID: mdl-37424077

ABSTRACT

A growing number of studies have shown that tumor cells secrete extracellular vesicles (EVs) containing programmed death-ligand 1 (PD-L1) protein. These vesicles can travel to lymph nodes and remotely inactivate T cells, thereby evading immune system attack. Therefore, the simultaneous detection of PD-L1 protein expression in cells and EVs is of great significance in guiding immunotherapy. Herein, we developed a method based on qPCR for the simultaneous detection of PD-L1 protein and mRNA in EVs and their parental cells (PREC-qPCR assay). Lipid probes immobilized on magnetic beads were used to capture EVs directly from samples. For RNA assay, EVs were directly broken by heating and quantified with qPCR. As to protein assay, EVs were recognized and bound with specific probes (such as aptamers), which were used as templates in subsequent qPCR analysis. This method was used to analyze EVs of patient-derived tumor clusters (PTCs) and plasma samples from patients and healthy volunteers. The results revealed that the expression of exosomal PD-L1 in PTCs was correlated with tumor types and significantly higher in plasma-derived EVs from tumor patients than that of healthy individuals. When extended to cells and PD-L1 mRNAs, the results showed that the expression of PD-L1 protein was consistent with mRNA in cancer cell lines, while PTCs demonstrated significant heterogeneity. This comprehensive detection of PD-L1 at four levels (cell, EVs, protein, and mRNA) is believed to enhance our understanding of the relationship among PD-L1, tumors, and the immune system and to provide a promising tool for predicting the benefits of immunotherapy.


Subject(s)
Real-Time Polymerase Chain Reaction , Humans , Neoplasms/genetics , Real-Time Polymerase Chain Reaction/methods , RNA, Messenger/analysis , RNA, Messenger/genetics , Extracellular Vesicles/genetics , Cell Line, Tumor
5.
J Transl Med ; 21(1): 672, 2023 09 28.
Article in English | MEDLINE | ID: mdl-37770968

ABSTRACT

BACKGROUND: Glioblastoma (GBM) is a highly aggressive primary brain tumor with a poor prognosis. This study investigates the therapeutic potential of human Vγ9Vδ2 T cells in GBM treatment. The sensitivity of different glioma specimens to Vγ9Vδ2 T cell-mediated cytotoxicity is assessed using a patient-derived tumor cell clusters (PTCs) model. METHODS: The study evaluates the anti-tumor effect of Vγ9Vδ2 T cells in 26 glioma cases through the PTCs model. Protein expression of BTN2A1 and BTN3A1, along with gene expression related to lipid metabolism and glioma inflammatory response pathways, is analyzed in matched tumor tissue samples. Additionally, the study explores two strategies to re-sensitize tumors in the weak anti-tumor effect (WAT) group: utilizing a BTN3A1 agonistic antibody or employing bisphosphonates to inhibit farnesyl diphosphate synthase (FPPS). Furthermore, the study investigates the efficacy of genetically engineered Vγ9Vδ2 T cells expressing Car-B7H3 in targeting diverse GBM specimens. RESULTS: The results demonstrate that Vγ9Vδ2 T cells display a stronger anti-tumor effect (SAT) in six glioma cases, while showing a weaker effect (WAT) in twenty cases. The SAT group exhibits elevated protein expression of BTN2A1 and BTN3A1, accompanied by differential gene expression related to lipid metabolism and glioma inflammatory response pathways. Importantly, the study reveals that the WAT group GBM can enhance Vγ9Vδ2 T cell-mediated killing sensitivity by incorporating either a BTN3A1 agonistic antibody or bisphosphonates. Both approaches support TCR-BTN mediated tumor recognition, which is distinct from the conventional MHC-peptide recognition by αß T cells. Furthermore, the study explores an alternative strategy by genetically engineering Vγ9Vδ2 T cells with Car-B7H3, and both non-engineered and Car-B7H3 Vγ9Vδ2 T cells demonstrate promising efficacy in vivo, underscoring the versatile potential of Vγ9Vδ2 T cells for GBM treatment. CONCLUSIONS: Vγ9Vδ2 T cells demonstrate a robust anti-tumor effect in some glioma cases, while weaker in others. Elevated BTN2A1 and BTN3A1 expression correlates with improved response. WAT group tumors can be sensitized using a BTN3A1 agonistic antibody or bisphosphonates. Genetically engineered Vγ9Vδ2 T cells, i.e.,  Car-B7H3, show promising efficacy. These results together highlight the versatility of Vγ9Vδ2 T cells for GBM treatment.


Subject(s)
Glioblastoma , Receptors, Chimeric Antigen , Humans , T-Lymphocytes , Receptors, Chimeric Antigen/metabolism , Receptors, Antigen, T-Cell, gamma-delta , Glioblastoma/genetics , Glioblastoma/therapy , Glioblastoma/metabolism , Diphosphonates , Butyrophilins/genetics , Antigens, CD/metabolism
6.
Microb Cell Fact ; 19(1): 93, 2020 Apr 25.
Article in English | MEDLINE | ID: mdl-32334589

ABSTRACT

BACKGROUND: CRISPR/Cas9 systems have been repurposed as canonical genome editing tools in a variety of species, but no application for the model strain Rhodobacter sphaeroides 2.4.1 was unveiled. RESULTS: Here we showed two kinds of programmable base editing systems, cytosine base editors (CBEs) and adenine base editors (ABEs), generated by fusing endonuclease Cas9 variant to cytosine deaminase PmCDA1 or heterodimer adenine deaminase TadA-TadA*, respectively. Using CBEs, we were able to obtain C-to-T mutation of single and double targets following the first induction step, with the efficiency of up to 97% and 43%; while the second induction step was needed in the case of triple target, with the screening rate of 47%. Using ABEs, we were only able to gain A-to-G mutation of single target after the second induction step, with the screening rate of 30%. Additionally, we performed a knockout analysis to identify the genes responsible for coenzyme Q10 biosynthesis and found that ubiF, ubiA, ubiG, and ubiX to be the most crucial ones. CONCLUSIONS: Together, CBEs and ABEs serve as alternative methods for genetic manipulation in Rhodobacter sphaeroides and will shed light on the fundamental research of other bacteria that are hard to be directly edited by Cas9-sgRNA.


Subject(s)
CRISPR-Cas Systems/genetics , Gene Editing , Rhodobacter sphaeroides/genetics
7.
Nature ; 513(7517): 237-41, 2014 Sep 11.
Article in English | MEDLINE | ID: mdl-24919149

ABSTRACT

Cytosolic inflammasome complexes mediated by a pattern recognition receptor (PRR) defend against pathogen infection by activating caspase 1. Pyrin, a candidate PRR, can bind to the inflammasome adaptor ASC to form a caspase 1-activating complex. Mutations in the Pyrin-encoding gene, MEFV, cause a human autoinflammatory disease known as familial Mediterranean fever. Despite important roles in immunity and disease, the physiological function of Pyrin remains unknown. Here we show that Pyrin mediates caspase 1 inflammasome activation in response to Rho-glucosylation activity of cytotoxin TcdB, a major virulence factor of Clostridium difficile, which causes most cases of nosocomial diarrhoea. The glucosyltransferase-inactive TcdB mutant loses the inflammasome-stimulating activity. Other Rho-inactivating toxins, including FIC-domain adenylyltransferases (Vibrio parahaemolyticus VopS and Histophilus somni IbpA) and Clostridium botulinum ADP-ribosylating C3 toxin, can also biochemically activate the Pyrin inflammasome in their enzymatic activity-dependent manner. These toxins all target the Rho subfamily and modify a switch-I residue. We further demonstrate that Burkholderia cenocepacia inactivates RHOA by deamidating Asn 41, also in the switch-I region, and thereby triggers Pyrin inflammasome activation, both of which require the bacterial type VI secretion system (T6SS). Loss of the Pyrin inflammasome causes elevated intra-macrophage growth of B. cenocepacia and diminished lung inflammation in mice. Thus, Pyrin functions to sense pathogen modification and inactivation of Rho GTPases, representing a new paradigm in mammalian innate immunity.


Subject(s)
Cytoskeletal Proteins/metabolism , Immunity, Innate/immunology , Inflammasomes/metabolism , rho GTP-Binding Proteins/metabolism , Animals , Bacterial Proteins/genetics , Bacterial Proteins/metabolism , Bacterial Toxins/genetics , Bacterial Toxins/metabolism , Burkholderia cenocepacia/metabolism , Caspase 1/metabolism , Cell Line , Clostridioides difficile/metabolism , Cytoskeletal Proteins/genetics , Humans , Immunity, Innate/genetics , Mice , Mice, Inbred Strains , Mutation , Protein Binding , Pyrin , Receptors, Pattern Recognition/metabolism , U937 Cells
8.
Int J Mol Sci ; 21(16)2020 Aug 13.
Article in English | MEDLINE | ID: mdl-32823670

ABSTRACT

Homologous recombination (HR) is often used to achieve targeted gene integration because of its higher precision and operability compared with microhomology-mediated end-joining (MMEJ) or non-homologous end-joining (NHEJ). It appears to be inefficient for gene integration in animal cells and embryos due to occurring only during cell division. Here we developed genome-wide high-throughput screening and a subsequently paired crRNA library screening to search for genes suppressing homology-directed repair (HDR). We found that, in the reporter system, HDR cells with knockdown of SHROOM1 were enriched as much as 4.7-fold than those with control. Down regulating SHROOM1 significantly promoted gene integration in human and mouse cells after cleavage by clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR-associated protein-9 nuclease (Cas9), regardless of the donor types. The knock-in efficiency of mouse embryos could also be doubled by the application of SHROOM1 siRNA during micro-injection. The increased HDR efficiency of SHROOM1 deletion in HEK293T cells could be counteracted by YU238259, an HDR inhibitor, but not by an NHEJ inhibitor. These results indicated that SHROOM1 was an HDR-suppressed gene and that the SHROOM1 knockdown strategy may be useful for a variety of applications, including gene editing to generate cell lines and animal models for studying gene function and human diseases.


Subject(s)
Gene Knock-In Techniques , Membrane Proteins/genetics , Microfilament Proteins/genetics , Recombinational DNA Repair , Animals , Base Sequence , Cell Line , Embryo, Mammalian/metabolism , Gene Editing , Genome, Human , Humans , Luminescent Proteins/metabolism , Membrane Proteins/metabolism , Mice , Microfilament Proteins/metabolism , RNA/metabolism
9.
Am J Physiol Heart Circ Physiol ; 312(5): H1002-H1012, 2017 May 01.
Article in English | MEDLINE | ID: mdl-28235791

ABSTRACT

Myocardial infarction (MI) is the most common cause of heart failure. Excessive production of ROS plays a key role in the pathogenesis of cardiac remodeling after MI. NADPH with NADPH oxidase (Nox)2 as the catalytic subunit is a major source of superoxide production, and expression is significantly increased in the infarcted myocardium, especially by infiltrating macrophages. While microRNAs (miRNAs) are potent regulators of gene expression and play an important role in heart disease, there still lacks efficient ways to identify miRNAs that target important pathological genes for treating MI. Thus, the overall objective was to establish a miRNA screening and delivery system for improving heart function after MI using Nox2 as a critical target. With the use of the miRNA-target screening system composed of a self-assembled cell microarray (SAMcell), three miRNAs, miR-106b, miR-148b, and miR-204, were identified that could regulate Nox2 expression and its downstream products in both human and mouse macrophages. Each of these miRNAs were encapsulated into polyketal (PK3) nanoparticles that could effectively deliver miRNAs into macrophages. Both in vitro and in vivo studies in mice confirmed that PK3-miRNAs particles could inhibit Nox2 expression and activity and significantly improve infarct size and acute cardiac function after MI. In conclusion, our results show that miR-106b, miR-148b, and miR-204 were able to improve heart function after myocardial infarction in mice by targeting Nox2 and possibly altering inflammatory cytokine production. This screening system and delivery method could have broader implications for miRNA-mediated therapeutics for cardiovascular and other diseases.NEW & NOTEWORTHY NADPH oxidase (Nox)2 is a promising target for treating cardiovascular disease, but there are no specific inhibitors. Finding endogenous signals that can target Nox2 and other inflammatory molecules is of great interest. In this study, we used high-throughput screening to identify microRNAs that target Nox2 and improve cardiac function after infarction.


Subject(s)
Genetic Therapy/methods , Membrane Glycoproteins/genetics , MicroRNAs/genetics , MicroRNAs/therapeutic use , Myocardial Infarction/genetics , NADPH Oxidases/genetics , Animals , Cell Line , Gene Expression Regulation , Gene Transfer Techniques , High-Throughput Screening Assays , Humans , Macrophages/metabolism , Male , Membrane Glycoproteins/antagonists & inhibitors , Mice , Mice, Inbred C57BL , MicroRNAs/administration & dosage , NADPH Oxidase 2 , NADPH Oxidases/antagonists & inhibitors , Nanoparticles , Superoxides/metabolism
10.
RNA ; 20(6): 765-72, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24742936

ABSTRACT

Tumor suppressor TP53 (or p53) is one of the most important regulators in numerous physiological and pathological processes. Recently, the miRNA-mediated post-transcription regulation of p53 has been studied. However, systematic studies of miRNA targeting sites within the p53 gene are still a challenging task. Here, we developed a dual-color assay capable of identifying miRNA targeting sites in a certain gene, specifically p53, in a simple, direct, and robust manner. Results showed that p53 was a direct and critical target of miR-19b, but not miR-19a, regardless of sequence similarity. Overexpression of miR-19b observed in human cancer cells can diminish p53 protein levels and, subsequently, downstream components such as Bax and p21. This miR-19b-mediated p53 reduction was shown to promote cell cycle, cell migration or invasion, and repress senescence and apoptosis in vitro. Further investigation revealed that miR-19b controls tumor growth and metastasis in vivo. Therefore, it is possible that miR-19b antagomirs or sponges could be developed as therapeutic agents against tumor development.


Subject(s)
Genes, p53/genetics , MicroRNAs/genetics , Neoplasm Metastasis/genetics , Tumor Suppressor Protein p53/genetics , Apoptosis/genetics , Cell Cycle/genetics , Cell Line , Cell Line, Tumor , Cell Movement/genetics , Cyclin-Dependent Kinase Inhibitor p21/genetics , Down-Regulation/genetics , HEK293 Cells , HeLa Cells , Humans , MCF-7 Cells , Neoplasm Metastasis/pathology , bcl-2-Associated X Protein/genetics
11.
RNA ; 20(8): 1328-36, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24962367

ABSTRACT

VEGF is a major contributor to angiogenesis, a vital process in normal growth and development and tumor transition. However, the current clinical efficacy of VEGF inhibitors is limited, and the molecular mechanism underlying VEGF regulation remains to be elucidated. Here we show that miR-190 directly targets a group of angiogenic effectors besides VEGF per se. Noted, these effectors can transcriptionally regulate VEGF expression in an intracellular or intercellular manner, thus demonstrating that miR-190 modulates the VEGF-mediated tumor angiogenesis at three levels. The synergistic effect of miR-190 and its target genes demonstrates a complex but apparently more stable system, allowing for the tight control of the level of VEGF. Finally, we showed that miR-190 significantly suppresses tumor metastasis, especially angiogenesis. Together, these results indicate that miR-190 is a promising antitumor target in clinical applications.


Subject(s)
MicroRNAs/genetics , Neovascularization, Pathologic/genetics , Neovascularization, Pathologic/metabolism , Vascular Endothelial Growth Factor A/metabolism , 3' Untranslated Regions , Cell Line, Tumor , Gene Expression Regulation, Neoplastic , Human Umbilical Vein Endothelial Cells/metabolism , Humans , Neoplasm Metastasis , Neoplasms/genetics , Neoplasms/metabolism , Neoplasms/pathology , Quantitative Trait, Heritable , RNA Interference , Tumor Microenvironment
12.
Nucleic Acids Res ; 42(14): e114, 2014 Aug.
Article in English | MEDLINE | ID: mdl-24939900

ABSTRACT

Recent effective use of TAL Effectors (TALEs) has provided an important approach to the design and synthesis of sequence-specific DNA-binding proteins. However, it is still a challenging task to design and manufacture effective TALE modulators because of the limited knowledge of TALE-DNA interactions. Here we synthesized more than 200 TALE modulators and identified two determining factors of transcription activity in vivo: chromatin accessibility and the distance from the transcription start site. The implementation of these modulators in a gain-of-function screen was successfully demonstrated for four cell lines in migration/invasion assays and thus has broad relevance in this field. Furthermore, a novel TALE-TALE modulator was developed to transcriptionally inhibit target genes. Together, these findings underscore the huge potential of these TALE modulators in the study of gene function, reprogramming of cellular behaviors, and even clinical investigation.


Subject(s)
DNA-Binding Proteins/genetics , DNA-Binding Proteins/metabolism , Transcription Factors/genetics , Transcription Factors/metabolism , Cell Line , Cell Movement , HeLa Cells , Herpes Simplex Virus Protein Vmw65/genetics , Humans , Phosphotransferases/genetics , Protein Engineering , Repressor Proteins/genetics , Repressor Proteins/metabolism , Transcription, Genetic
13.
Anal Chem ; 87(2): 900-6, 2015 Jan 20.
Article in English | MEDLINE | ID: mdl-25513831

ABSTRACT

Multiplexed assay of analytes is of great importance for clinical diagnostics and other analytical applications. Barcode-based bioassays with the ability to encode and decode may realize this goal in a straightforward and consistent manner. We present here a microfluidic barcoded chip containing several sets of microchannels with different widths, imitating the commonly used barcode. A single barcoded microchip can carry out tens of individual protein/nucleic acid assays (encode) and immediately yield all assay results by a portable barcode reader or a smartphone (decode). The applicability of a barcoded microchip is demonstrated by human immunodeficiency virus (HIV) immunoassays for simultaneous detection of three targets (anti-gp41 antibody, anti-gp120 antibody, and anti-gp36 antibody) from six human serum samples. We can also determine seven pathogen-specific oligonucleotides by a single chip containing both positive and negative controls.


Subject(s)
DNA Barcoding, Taxonomic , HIV Infections/diagnosis , HIV-1/genetics , Immunoassay/methods , Microarray Analysis , Microfluidics/methods , DNA, Viral/genetics , HIV Envelope Protein gp120/immunology , HIV Envelope Protein gp41/immunology , HIV Infections/immunology , HIV Infections/virology , HIV-1/classification , Humans , env Gene Products, Human Immunodeficiency Virus/immunology
14.
Anal Chem ; 86(14): 7057-62, 2014 Jul 15.
Article in English | MEDLINE | ID: mdl-24937125

ABSTRACT

This report demonstrates a straightforward, robust, multiplexed and point-of-care microcapillary-based loop-mediated isothermal amplification (cLAMP) for assaying nucleic acids. This assay integrates capillaries (glass or plastic) to introduce and house sample/reagents, segments of water droplets to prevent contamination, pocket warmers to provide heat, and a hand-held flashlight for a visual readout of the fluorescent signal. The cLAMP system allows the simultaneous detection of two RNA targets of human immunodeficiency virus (HIV) from multiple plasma samples, and achieves a high sensitivity of two copies of standard plasmid. As few nucleic acid detection methods can be wholly independent of external power supply and equipment, our cLAMP holds great promise for point-of-care applications in resource-poor settings.


Subject(s)
HIV-1/genetics , Nucleic Acid Amplification Techniques/methods , Point-of-Care Systems , RNA, Viral/analysis , Electricity , Equipment Design , Fluoresceins/chemistry , Fluorescent Dyes/chemistry , HIV Infections/diagnosis , HIV Infections/virology , Humans , Influenza A Virus, H1N1 Subtype/genetics , Nucleic Acid Amplification Techniques/instrumentation , Polymerase Chain Reaction
15.
Nat Genet ; 56(1): 124-135, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38195860

ABSTRACT

Functional studies of long noncoding RNAs (lncRNAs) have been hindered by the lack of methods to assess their evolution. Here we present lncRNA Homology Explorer (lncHOME), a computational pipeline that identifies a unique class of long noncoding RNAs (lncRNAs) with conserved genomic locations and patterns of RNA-binding protein (RBP) binding sites (coPARSE-lncRNAs). Remarkably, several hundred human coPARSE-lncRNAs can be evolutionarily traced to zebrafish. Using CRISPR-Cas12a knockout and rescue assays, we found that knocking out many human coPARSE-lncRNAs led to cell proliferation defects, which were subsequently rescued by predicted zebrafish homologs. Knocking down coPARSE-lncRNAs in zebrafish embryos caused severe developmental delays that were rescued by human homologs. Furthermore, we verified that human, mouse and zebrafish coPARSE-lncRNA homologs tend to bind similar RBPs with their conserved functions relying on specific RBP-binding sites. Overall, our study demonstrates a comprehensive approach for studying the functional conservation of lncRNAs and implicates numerous lncRNAs in regulating vertebrate physiology.


Subject(s)
RNA, Long Noncoding , Humans , Animals , Mice , RNA, Long Noncoding/genetics , RNA, Long Noncoding/metabolism , Zebrafish/genetics , Genomics , Genome
16.
Cell Stem Cell ; 31(5): 717-733.e8, 2024 May 02.
Article in English | MEDLINE | ID: mdl-38593797

ABSTRACT

Many patient-derived tumor models have emerged recently. However, their potential to guide personalized drug selection remains unclear. Here, we report patient-derived tumor-like cell clusters (PTCs) for non-small cell lung cancer (NSCLC), capable of conducting 100-5,000 drug tests within 10 days. We have established 283 PTC models with an 81% success rate. PTCs contain primary tumor epithelium self-assembled with endogenous stromal and immune cells and show a high degree of similarity to the original tumors in phenotypic and genotypic features. Utilizing standardized culture and drug-response assessment protocols, PTC drug-testing assays reveal 89% overall consistency in prospectively predicting clinical outcomes, with 98.1% accuracy distinguishing complete/partial response from progressive disease. Notably, PTCs enable accurate prediction of clinical outcomes for patients undergoing anti-PD1 therapy by combining cell viability and IFN-γ value assessments. These findings suggest that PTCs could serve as a valuable preclinical model for personalized medicine and basic research in NSCLC.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Immunotherapy , Lung Neoplasms , Precision Medicine , Carcinoma, Non-Small-Cell Lung/pathology , Carcinoma, Non-Small-Cell Lung/therapy , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/immunology , Humans , Lung Neoplasms/pathology , Lung Neoplasms/drug therapy , Lung Neoplasms/therapy , Lung Neoplasms/immunology , Immunotherapy/methods , Animals , Female , Male
17.
J Proteome Res ; 12(6): 2354-64, 2013 Jun 07.
Article in English | MEDLINE | ID: mdl-23590569

ABSTRACT

Cell metabolism is critical for cancer cell transformation and progression. In this study, we have developed a novel method, named Met-express, that integrates a cancer gene co-expression network with the metabolic network to predict key enzyme-coding genes and metabolites in cancer cell metabolism. Met-express successfully identified a group of key enzyme-coding genes and metabolites in lung, leukemia, and breast cancers. Literature reviews suggest that approximately 33-53% of the predicted genes are either known or suggested anti-cancer drug targets, while 22% of the predicted metabolites are known or high-potential drug compounds in therapeutic use. Furthermore, experimental validations prove that 90% of the selected genes and 70% of metabolites demonstrate the significant anti-cancer phenotypes in cancer cells, implying that they may play important roles in cancer metabolism. Therefore, Met-express is a powerful tool for uncovering novel therapeutic biomarkers.


Subject(s)
Biomarkers, Tumor/genetics , Breast Neoplasms/genetics , Gene Expression Regulation, Neoplastic , Gene Regulatory Networks , Leukemia/genetics , Lung Neoplasms/genetics , Metabolic Networks and Pathways/genetics , Neoplasm Proteins/genetics , Apoptosis , Biomarkers, Tumor/metabolism , Breast Neoplasms/drug therapy , Breast Neoplasms/enzymology , Cell Line, Tumor , Cell Movement , Cell Proliferation , Cell Transformation, Neoplastic/genetics , Drug Discovery , Female , Gene Expression Profiling , Humans , Leukemia/drug therapy , Leukemia/enzymology , Lung Neoplasms/drug therapy , Lung Neoplasms/enzymology , Male , Molecular Targeted Therapy , Neoplasm Proteins/metabolism , Oligonucleotide Array Sequence Analysis
18.
Cancer Treat Res ; 158: 119-37, 2013.
Article in English | MEDLINE | ID: mdl-24222356

ABSTRACT

MicroRNAs (miRNAs) are a group of endogenous, small noncoding RNAs of approximately 22 nucleotides in lengths. As a new class of signaling modulators, miRNAs have attracted great attention for their unique features, including multitarget regulation, tissue specificity, and evolutionary conservation. These small endogenous RNAs are able to interact with many important genes and play critical roles in a wide range of biological processes, including cell proliferation and differentiation. Strikingly, miRNAs are frequently dysregulated in human cancers. A number of studies have shown that miRNAs are involved in cancer pathogenesis by regulating oncogenes or tumor suppressor genes. Here, we review recent studies of miRNAs in cancer development and discuss their potential applications in cancer therapeutics.


Subject(s)
MicroRNAs , Neoplasms , Humans , Neoplasms/therapy , Oncogenes
19.
Nanomedicine ; 9(6): 732-6, 2013 Aug.
Article in English | MEDLINE | ID: mdl-23751374

ABSTRACT

Kinases become one of important groups of drug targets. To identify more kinases being potential for cancer therapy, we developed an integrative approach for the large-scale screen of functional genes capable of regulating the main traits of cancer metastasis. We first employed self-assembled cell microarray to screen functional genes that regulate cancer cell migration using a human genome kinase siRNA library. We identified 81 genes capable of significantly regulating cancer cell migration. Following with invasion assays and bio-informatics analysis, we discovered that 16 genes with differentially expression in cancer samples can regulate both cell migration and invasion, among which 10 genes have been well known to play critical roles in the cancer development. The remaining 6 genes were experimentally validated to have the capacities of regulating cell proliferation, apoptosis and anoikis activities besides cell motility. Together, these findings provide a new insight into the therapeutic use of human kinases. FROM THE CLINICAL EDITOR: This team of authors have utilized a self-assembled cell microarray to screen genes that regulate cancer cell migration using a human genome siRNA library of kinases. They validated previously known genes and identified novel ones that may serve as therapeutic targets.


Subject(s)
Neoplasm Metastasis , Neoplasms/enzymology , Phosphotransferases/isolation & purification , Apoptosis/genetics , Cell Movement/genetics , Cell Proliferation , Computational Biology , Genome, Human , HeLa Cells , Humans , Neoplasm Invasiveness/genetics , Neoplasms/pathology , Phosphotransferases/genetics , Phosphotransferases/metabolism , RNA, Small Interfering , Tissue Array Analysis
20.
ACS Sens ; 8(2): 803-810, 2023 02 24.
Article in English | MEDLINE | ID: mdl-36787531

ABSTRACT

A patient-derived tumor model (PDM) is a practical tool to rapidly screen chemotherapeutics for individual patients. The evaluation method of cell viability directly determines the application of PDMs for drug susceptibility testing. As one of the metabolites of "glycosis", the lactate content was used to evaluate cell viability, but these assays were not specific for tumor cells. Based on the "Warburg effect", wherein tumor cells preferentially rely on "aerobic glycolysis" to produce lactate instead of pyruvate in "anaerobic glycolysis" of normal cells, we reported a gold lactate sensor (GLS) to estimate the cell viability of PDMs in drug susceptibility testing. It demonstrated high consistency between the GLS and commercial cell viability assay. Unlike either imaging or cell viability assay, the GLS characterizes the cell viability, enables dynamic monitoring, and distinguishes tumor cells from other cells. Moreover, machine learning (ML) was employed to perform a multi-index assessment for drug susceptibility of PDMs, which proved to be accurate and practical for clinical application. Therefore, the GLS provides an ideal drug susceptibility testing tool for individualized medicine.


Subject(s)
Lactic Acid , Mycobacterium tuberculosis , Humans , Microbial Sensitivity Tests , Mycobacterium tuberculosis/metabolism , Machine Learning
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