148 results on '"genome-wide screening"'
Search Results
2. BacScan: a novel genome-wide strategy for uncovering broadly immunogenic proteins in bacteria.
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Junhua Dong, Qian Zhang, Jinyue Yang, Yacan Zhao, Zhuangxia Miao, Siyang Pei, Huan Qin, Changwei Jing, Guoyuan Wen, Anding Zhang, and Pan Tao
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BACTERIAL proteins ,STREPTOCOCCUS suis ,VACCINE development ,VACCINE effectiveness ,BACTERIAL diversity ,STREPTOCOCCUS ,SEROTYPES - Abstract
In response to the global threat posed by bacterial pathogens, which are the second leading cause of death worldwide, vaccine development is challenged by the diversity of bacterial serotypes and the lack of immunoprotection across serotypes. To address this, we introduce BacScan, a novel genome-wide technology for the rapid discovery of conserved highly immunogenic proteins (HIPs) across serotypes. Using bacterial-specific serum, BacScan combines phage display, immunoprecipitation, and next-generation sequencing to comprehensively identify all the HIPs in a single assay, thereby paving the way for the development of universally protective vaccines. Our validation of this technique with Streptococcus suis, a major pathogenic threat, led to the identification of 19 HIPs, eight of which conferred 20-100% protection against S. suis challenge in animal models. Remarkably, HIP 8455 induced complete immunity, making it an exemplary vaccine target. BacScan's adaptability to any bacterial pathogen positions it as a revolutionary tool that can expedite the development of vaccines with broad efficacy, thus playing a critical role in curbing bacterial transmission and slowing the march of antimicrobial resistance. [ABSTRACT FROM AUTHOR]
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- 2024
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3. Genome-wide identification of HKT gene family in wheat (Triticum aestivum L.): Insights from the expression of multiple genes (HKT, SOS, TVP and NHX) under salt stress
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Fatemeh Gholizadeh, Iman Mirmazloum, and Tibor Janda
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Genome-wide screening ,HKT gene family ,Salinity stress ,Na+ and K+ transporters ,Plant ecology ,QK900-989 - Abstract
Potassium (K+) transporters, particularly high-affinity K+ transporters (HKT), are crucial for plant growth and abiotic stress response. These transporters regulate Na+ and K+ balance in the cells to prevent sodium toxicity in plant tissues. Although HKT genes have been extensively studied in various crops, there is a deficiency in their characterization and understanding of their role in wheat, particularly regarding their involvement in adaptive response to environmental stresses like salinity. In this study, several bioinformatics tools including web-based platforms and software applications were employed to identify, characterize and localize HKTs genes within the wheat genome. A greenhouse trial was also conducted to investigate the mRNA expression levels of some of the significant salt-responsive genes in wheat seedlings grown under different concentrations of NaCl (0, 200, and 400 mM). Genome-wide analysis, resulted in identification of 35 TaHKTs that are unevenly distributed on ten chromosomes. The majority of these transporters are localized on plasma membrane. Analysis of promoter regions showed that most of the TaHKT genes have abundant cis-elements that involved in hormones and abiotic stress responses. Gene expression analysis indicated a significant upregulation of TaHKT6 and TaSOS1 genes were found in wheat seedlings treated with 400 mM NaCl. Expression levels of TaNHX1, TaNHX2 and TaTVP1 genes were also higher in 200 mM and 400 mM NaCl-treated plants when compared to non-stressed plants. Overall, the results provide further evidence for the role of the TaHKT in wheat's stress response to elevated salt levels and pave the way for further functional research in K+ transporters in plants.
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- 2024
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4. Mft1, identified from a genome-wide screen of the yeast haploid mutants, mediates cell cycle arrest to counteract quinoxaline-induced toxicity.
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Sulaiman, Abdallah Alhaj, Al-Ansari, Dana E., Ali, Reem, Aouida, Mustapha, and Ramotar, Dindial
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CELL cycle ,POISONS ,HETEROCYCLIC compounds ,ARREST ,QUINOXALINES - Abstract
Quinoxaline is a heterocyclic compound with a two-membered ring structure that undergoes redox cycling to produce toxic free radicals. It has antiviral, antibacterial, antifungal, and antitumor activities. However, the biological functions that are involved in mounting a response against the toxic effects of quinoxaline have not been investigated. Herein, we performed a genome-wide screen using the yeast haploid mutant collection and reported the identification of 12 mutants that displayed varying sensitivity towards quinoxaline. No mutant was recovered that showed resistance to quinoxaline. The quinoxaline-sensitive mutants were deleted for genes that encode cell cycle function, as well as genes that belong to other physiological pathways such as the vacuolar detoxification process. Three of the highly sensitive gene-deletion mutants lack the DDC1, DUN1, and MFT1 genes. While Ddc1 and Dun1 are known to perform roles in the cell cycle arrest pathway, the role of Mft1 remains unclear. We show that the mft1Δ mutant is as sensitive to quinoxaline as the ddc1Δ mutant. However, the double mutant ddc1Δ mft1Δ lacking the DDC1 and MFT1 genes, is extremely sensitive to quinoxaline, as compared to the ddc1Δ and mft1Δ single mutants. We further show that the mft1Δ mutant is unable to arrest in the G2/M phase in response to the drug. We conclude that Mft1 performs a unique function independent of Ddc1 in the cell cycle arrest pathway in response to quinoxaline exposure. This is the first demonstration that quinoxaline exerts its toxic effect likely by inducing oxidative DNA damage causing cell cycle arrest. We suggest that clinical applications of quinoxaline and its derivatives should entail targeting cancer cells with defective cell cycle arrest. [ABSTRACT FROM AUTHOR]
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- 2024
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5. Mft1, identified from a genome-wide screen of the yeast haploid mutants, mediates cell cycle arrest to counteract quinoxaline-induced toxicity
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Abdallah Alhaj Sulaiman, Dana E. Al-Ansari, Reem Ali, Mustapha Aouida, and Dindial Ramotar
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Saccharomyces cerevisiae ,quinoxaline sensitive mutants ,cell cycle arrest ,genome-wide screening ,drug resistance ,antibacterial ,Genetics ,QH426-470 - Abstract
Quinoxaline is a heterocyclic compound with a two-membered ring structure that undergoes redox cycling to produce toxic free radicals. It has antiviral, antibacterial, antifungal, and antitumor activities. However, the biological functions that are involved in mounting a response against the toxic effects of quinoxaline have not been investigated. Herein, we performed a genome-wide screen using the yeast haploid mutant collection and reported the identification of 12 mutants that displayed varying sensitivity towards quinoxaline. No mutant was recovered that showed resistance to quinoxaline. The quinoxaline-sensitive mutants were deleted for genes that encode cell cycle function, as well as genes that belong to other physiological pathways such as the vacuolar detoxification process. Three of the highly sensitive gene-deletion mutants lack the DDC1, DUN1, and MFT1 genes. While Ddc1 and Dun1 are known to perform roles in the cell cycle arrest pathway, the role of Mft1 remains unclear. We show that the mft1Δ mutant is as sensitive to quinoxaline as the ddc1Δ mutant. However, the double mutant ddc1Δ mft1Δ lacking the DDC1 and MFT1 genes, is extremely sensitive to quinoxaline, as compared to the ddc1Δ and mft1Δ single mutants. We further show that the mft1Δ mutant is unable to arrest in the G2/M phase in response to the drug. We conclude that Mft1 performs a unique function independent of Ddc1 in the cell cycle arrest pathway in response to quinoxaline exposure. This is the first demonstration that quinoxaline exerts its toxic effect likely by inducing oxidative DNA damage causing cell cycle arrest. We suggest that clinical applications of quinoxaline and its derivatives should entail targeting cancer cells with defective cell cycle arrest.
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- 2024
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6. Genome-wide identification of genes critical for in vivo fitness of multi-drug resistant porcine extraintestinal pathogenic Escherichia coli by transposon-directed insertion site sequencing using a mouse infection model
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Fan Yin, Yan Hu, Zixuan Bu, Yuying Liu, Hui Zhang, Yawen Hu, Ying Xue, Shaowen Li, Chen Tan, Xiabing Chen, Lu Li, Rui Zhou, and Qi Huang
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Transposon mutagenesis ,transposon-directed insertion site sequencing (TraDIS) ,genome-wide screening ,extraintestinal pathogenic Escherichia coli ,fitness factor ,Infectious and parasitic diseases ,RC109-216 - Abstract
ABSTRACTExtraintestinal pathogenic Escherichia coli (ExPEC) is an important zoonotic pathogen. Recently, ExPEC has been reported to be an emerging problem in pig farming. However, the mechanism of pathogenicity of porcine ExPEC remains to be revealed. In this study, we constructed a transposon (Tn) mutagenesis library covering Tn insertion in over 72% of the chromosome-encoded genes of a virulent and multi-drug resistant porcine ExPEC strain PCN033. By using a mouse infection model, a transposon-directed insertion site sequencing (TraDIS) assay was performed to identify in vivo fitness factors. By comparing the Tn insertion frequencies between the input Tn library and the recovered library from different organs, 64 genes were identified to be involved in fitness during systemic infection. 15 genes were selected and individual gene deletion mutants were constructed. The in vivo fitness was evaluated by using a competitive infection assay. Among them, ΔfimG was significantly outcompeted by the WT strain in vivo and showed defective adhesion to host cells. rfa which was involved in lipopolysaccharide biosynthesis was shown to be critical for in vivo fitness which may have resulted from its role in the resistance to serum killing. In addition, several metabolic genes including fepB, sdhC, fepG, gltS, dcuA, ccmH, ddpD, narU, glpD, malM, and yabL and two regulatory genes metJ and baeS were shown as important determinants of in vivo fitness of porcine ExPEC. Collectively, this study performed a genome-wide screening for in vivo fitness factors which will be important for understanding the pathogenicity of porcine ExPEC.
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- 2023
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7. Systematic profiling of subtelomeric silencing factors in budding yeast.
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Juárez-Reyes, Alejandro, Avelar-Rivas, J. Abraham, Hernandez-Valdes, Jhonatan A., Bo Hua, Campos, Sergio E., González, James, González, Alicia, Springer, Michael, Mancera, Eugenio, and DeLuna, Alexander
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GENE silencing , *UBIQUITINATION , *GENETIC regulation , *GENETIC transcription regulation , *CELL adhesion , *SACCHAROMYCES cerevisiae , *YEAST - Abstract
Subtelomeric gene silencing is the negative transcriptional regulation of genes located close to telomeres. This phenomenon occurs in a variety of eukaryotes with salient physiological implications, such as cell adherence, virulence, immune-system escape, and ageing. The process has been widely studied in the budding yeast Saccharomyces cerevisiae, where genes involved in this process have been identified mostly on a gene-by-gene basis. Here, we introduce a quantitative approach to study gene silencing, that couples the classical URA3 reporter with GFP monitoring, amenable to high-throughput flow cytometry analysis. This dual silencing reporter was integrated into several subtelomeric loci in the genome, where it showed a gradual range of silencing effects. By crossing strains with this dual reporter at the COS12 and YFR057W subtelomeric query loci with gene-deletion mutants, we carried out a large-scale forward screen for potential silencing factors. The approach was replicable and allowed accurate detection of expression changes. Results of our comprehensive screen suggest that the main players influencing subtelomeric silencing were previously known, but additional potential factors underlying chromatin conformation are involved. We validate and report the novel silencing factor LGE1, a protein with unknown molecular function required for histone H2B ubiquitination. Our strategy can be readily combined with other reporters and gene perturbation collections, making it a versatile tool to study gene silencing at a genome-wide scale. [ABSTRACT FROM AUTHOR]
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- 2023
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8. A Case Report of a Feto-Placental Mosaicism Involving a Segmental Aneuploidy: A Challenge for Genome Wide Screening by Non-Invasive Prenatal Testing of Cell-Free DNA in Maternal Plasma.
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De Falco, Luigia, Vitiello, Giuseppina, Savarese, Giovanni, Suero, Teresa, Ruggiero, Raffaella, Savarese, Pasquale, Ianniello, Monica, Petrillo, Nadia, Bruno, Mariasole, Legnante, Antonietta, Passaretti, Francesco Fioravanti, Ardisia, Carmela, Di Spiezio Sardo, Attilio, and Fico, Antonio
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PRENATAL genetic testing , *PRENATAL diagnosis , *MOSAICISM , *ANEUPLOIDY , *FETAL abnormalities , *CYTOGENETICS , *22Q11 deletion syndrome - Abstract
Non-invasive prenatal testing (NIPT) using cell-free DNA can detect fetal chromosomal anomalies with high clinical sensitivity and specificity. In approximately 0.1% of clinical cases, the NIPT result and a subsequent diagnostic karyotype are discordant. Here we report a case of a 32-year-old pregnant patient with a 44.1 Mb duplication on the short arm of chromosome 4 detected by NIPT at 12 weeks' gestation. Amniocentesis was carried out at 18 weeks' gestation, followed by conventional and molecular cytogenetic analysis on cells from the amniotic fluid. SNP array analysis found a de novo deletion of 1.2 Mb at chromosome 4, and this deletion was found to be near the critical region of the Wolf-Hirschhorn syndrome. A normal 46,XY karyotype was identified by G-banding analysis. The patient underwent an elective termination and molecular investigations on tissues from the fetus, and the placenta confirmed the presence of type VI true fetal mosaicism. It is important that a patient receives counselling following a high-risk call on NIPT, with appropriate diagnostic analysis advised before any decisions regarding the pregnancy are taken. This case highlights the importance of genetic counselling following a high-risk call on NIPT, especially in light of the increasing capabilities of NIPT detection of sub-chromosomal deletions and duplications. [ABSTRACT FROM AUTHOR]
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- 2023
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9. Genome-wide screening of tumor suppressor genes in oncogenic transformation of normal lung epithelial cells and preliminary validation in sample databases
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ZHAO Binyu, ZHANG Junlei, WANG Jiaqi, RUAN Yan, ZHANG Yue, and LIU Lianlian
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neoplastic transformation ,crispr/cas9 ,tumor suppressor genes ,genome-wide screening ,lung cancer ,Medicine (General) ,R5-920 - Abstract
Objective To identify new human lung cancer suppressors in a genome-wide screening library during neoplastic transformation of normal human lung epithelial cells using CRISPR/Cas9-mediated genome editing, and preliminarily validate the Results in non-small cell lung cancer (NSCLC) sample databases. Methods Human normal lung epithelial BEAS-2B cell line with stable expression of Cas9 protein was constructed, and then infected with the Brunello lentiviral library encompassing 77 441 single-guide RNAs (sgRNAs) targeting 19 114 genes. Then the obtained cells were transplanted subcutaneously into nude mice. Genomic DNA of tumor cells (Tumor) and pre-transplantation cells (Input) were extracted. The extracted DNA and plasmid library were amplified for deep sequencing. By analyzing the proportion of sgRNA reads in Tumor cells compared to the Input cells and the Log Fold Change (LFC) of sgRNA reads, tumor suppressor genes that can induce oncogenic transformation of BEAS-2B cells after knockout were screened, and preliminary validation were performed using public data platforms. Results Library infections in BEAS-2B cells stably expressing Cas9 protein and subcutaneous tumorigenesis in nude mice were successfully established. Only cells infected with the library formed tumors at the inoculation sites. Sequencing Results showed that only a small part of sgRNAs were detected in tumor cells. Here, 38 genes with sgRNA reads accounting for more than 1% of the total reads or with 2 or more significantly enriched sgRNA were selected as effective candidate human lung tumor suppressor genes, including known tumor suppressor genes such as NF2 and PTEN etc, and some candidate tumor suppressor genes (AP2M1 and PSENEN) had not been previously reported in lung cancer. Enrichment analysis revealed that these candidate tumor suppressor genes were enriched in key biological pathways involved in cancer, such as Notch and Hippo signaling pathways. It is confirmed in the clinical NSCLC sample databases that 38 candidate tumor suppressor genes were mutated in NSCLC samples. Among the 17 genes with mutation rates greater than 2%, 14 genes were co-mutated with KRAS or TP53, and 3 ones were associated with the prognosis of NSCLC patients. There were 30 candidate genes with their expression in the samples of NSCLC different from those in para-tumor normal tissues, and the expression of 17 candidate genes were correlated with the prognosis of NSCLC patients. Conclusion By using an in vivo genome-wide CRISPR/Cas9 screening library, 38 human lung cancer candidate suppressor genes are identified and preliminarily verified in the clinical NSCLC sample databases.
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- 2022
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10. A Genome-Wide Functional Screen Identifies Enhancer and Protective Genes for Amyloid Beta-Peptide Toxicity.
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Picón-Pagès, Pol, Bosch-Morató, Mònica, Subirana, Laia, Rubio-Moscardó, Francisca, Guivernau, Biuse, Fanlo-Ucar, Hugo, Zeylan, Melisa Ece, Senyuz, Simge, Herrera-Fernández, Víctor, Vicente, Rubén, Fernández-Fernández, José M., García-Ojalvo, Jordi, Gursoy, Attila, Keskin, Ozlem, Oliva, Baldomero, Posas, Francesc, de Nadal, Eulàlia, and Muñoz, Francisco J.
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GENE enhancers , *CALCIUM channels , *MEDICAL screening , *ALZHEIMER'S disease , *AMYLOID , *CELL physiology , *MITOCHONDRIAL proteins - Abstract
Alzheimer's disease (AD) is known to be caused by amyloid β-peptide (Aβ) misfolded into β-sheets, but this knowledge has not yet led to treatments to prevent AD. To identify novel molecular players in Aβ toxicity, we carried out a genome-wide screen in Saccharomyces cerevisiae, using a library of 5154 gene knock-out strains expressing Aβ1–42. We identified 81 mammalian orthologue genes that enhance Aβ1–42 toxicity, while 157 were protective. Next, we performed interactome and text-mining studies to increase the number of genes and to identify the main cellular functions affected by Aβ oligomers (oAβ). We found that the most affected cellular functions were calcium regulation, protein translation and mitochondrial activity. We focused on SURF4, a protein that regulates the store-operated calcium channel (SOCE). An in vitro analysis using human neuroblastoma cells showed that SURF4 silencing induced higher intracellular calcium levels, while its overexpression decreased calcium entry. Furthermore, SURF4 silencing produced a significant reduction in cell death when cells were challenged with oAβ1–42, whereas SURF4 overexpression induced Aβ1–42 cytotoxicity. In summary, we identified new enhancer and protective activities for Aβ toxicity and showed that SURF4 contributes to oAβ1–42 neurotoxicity by decreasing SOCE activity. [ABSTRACT FROM AUTHOR]
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- 2023
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11. Genome-wide screening reveals essential roles for HOX genes and imprinted genes during caudal neurogenesis of human embryonic stem cells.
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Kinreich S, Bialer-Tsypin A, Viner-Breuer R, Keshet G, Suhler R, Lim PSL, Golan-Lev T, Yanuka O, Turjeman A, Ram O, Meshorer E, Egli D, Yilmaz A, and Benvenisty N
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- Humans, Cell Differentiation genetics, Neurons metabolism, Neurons cytology, Gene Expression Regulation, Developmental, Homeodomain Proteins genetics, Homeodomain Proteins metabolism, Neurogenesis genetics, Human Embryonic Stem Cells metabolism, Human Embryonic Stem Cells cytology, Genomic Imprinting, Genes, Homeobox
- Abstract
Mapping the essential pathways for neuronal differentiation can uncover new therapeutics and models for neurodevelopmental disorders. We thus utilized a genome-wide loss-of-function library in haploid human embryonic stem cells, differentiated into caudal neuronal cells. We show that essential genes for caudal neurogenesis are enriched for secreted and membrane proteins and that a large group of neurological conditions, including neurodegenerative disorders, manifest early neuronal phenotypes. Furthermore, essential transcription factors are enriched with homeobox (HOX) genes demonstrating synergistic regulation and surprising non-redundant functions between HOXA6 and HOXB6 paralogs. Moreover, we establish the essentialome of imprinted genes during neurogenesis, demonstrating that maternally expressed genes are non-essential in pluripotent cells and their differentiated germ layers, yet several are essential for neuronal development. These include Beckwith-Wiedemann syndrome- and Angelman syndrome-related genes, for which we suggest a novel regulatory pathway. Overall, our work identifies essential pathways for caudal neuronal differentiation and stage-specific phenotypes of neurological disorders., Competing Interests: Declaration of interests The authors declare no competing interests., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
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- 2024
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12. A genome-wide association study identifying single nucleotide polymorphisms in the PPFIBP2 gene was predictive for interstitial lung disease in rheumatoid arthritis patients.
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Hayashi, Shinya, Matsubara, Tsukasa, Fukuda, Koji, Maeda, Toshihisa, Funahashi, Keiko, Hashimoto, Marowa, Takashima, Yoshinori, Kikuchi, Kenichi, Fujita, Masahiro, Matsumoto, Tomoyuki, and Kuroda, Ryosuke
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RHEUMATOID arthritis treatment ,INTERSTITIAL lung diseases ,GENOME-wide association studies - Abstract
Objective Genetic polymorphisms might serve as useful prognostic markers for the timely diagnosis of RA. The purpose of this study was to identify genomic factors predictive of the occurrence of interstitial lung disease (ILD) in RA by performing a genome-wide association study of genetic variants, including single nucleotide polymorphisms (SNPs). Methods The study population included 306 RA patients. All patients were treated with conventional DMARDs, including 6–16 mg MTX per week. Clinical data and venous blood samples were collected from all patients before administration of DMARDs. A total of 278 347 SNPs were analysed to determine their association with ILD occurrence. Results Several SNPs were strongly associated with ILD occurrence (P < 10
−5 ). rs6578890, which is located on chromosome 11 in the intronic region of the gene encoding tyrosine phosphatase receptor type F polypeptide-interacting protein-binding protein 2 (PPFIBP2), showed the strongest association with ILD occurrence (odds ratio 4.32, P = 10−7.93 ). Conclusion PPFIBP2 could be a useful genetic marker for occurrence of interstitial pneumonia in RA patients and might help to identify the risk of ILD occurrence before RA treatment, thereby improving patient outcomes. [ABSTRACT FROM AUTHOR]- Published
- 2022
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13. Here and there: the double-side transgene localization
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P. A. Salnikov, A. A. Khabarova, G. S. Koksharova, R. V. Mungalov, P. S. Belokopytova, I. E. Pristyazhnuk, A. R. Nurislamov, P. Somatich, M. M. Gridina, and V. S. Fishman
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transgenesis ,genome-wide screening ,transgene mapping ,sleeping beauty transposon ,Genetics ,QH426-470 - Abstract
Random transgene integration is a powerful tool for developing new genome-wide screening approaches. These techniques have already been used for functional gene annotation by transposon-insertion sequencing, for identification of transcription factor binding sites and regulatory sequences, and for dissecting chromatin position effects. Precise localization of transgenes and accurate artifact filtration are essential for this type of method. To date, many mapping assays have been developed, including Inverse-PCR, TLA, LAM-PCR, and splinkerette PCR. However, none of them is able to ensure localization of both transgene’s flanking regions simultaneously, which would be necessary for some applications. Here we proposed a cheap and simple NGS-based approach that overcomes this limitation. The developed assay requires using intentionally designed vectors that lack recognition sites of one or a set of restriction enzymes used for DNA fragmentation. By looping and sequencing these DNA fragments, we obtain special data that allows us to link the two flanking regions of the transposon. This can be useful for precise insertion mapping and for screening approaches in the field of chromosome engineering, where chromosomal recombination events between transgenes occur in a cell population. To demonstrate the method’s feasibility, we applied it for mapping SB transposon integration in the human HAP1 cell line. Our technique allowed us to efficiently localize genomic transposon integrations, which was confirmed via PCR analysis. For practical application of this approach, we proposed a set of recommendations and a normalization strategy. The developed method can be used for multiplex transgene localization and detection of rearrangements between them.
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- 2021
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14. Identification of novel genes involved in apoptosis of HIV-infected macrophages using unbiased genome-wide screening
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Simon X. M. Dong, Frederick S. Vizeacoumar, Kalpana K. Bhanumathy, Nezeka Alli, Cristina Gonzalez-Lopez, Niranjala Gajanayaka, Ramon Caballero, Hamza Ali, Andrew Freywald, Edana Cassol, Jonathan B. Angel, Franco J. Vizeacoumar, and Ashok Kumar
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AIDS ,Apoptosis ,HIV reservoir ,Genome-wide screening ,Selective killing ,Macrophages ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background Macrophages, besides resting latently infected CD4+ T cells, constitute the predominant stable, major non-T cell HIV reservoirs. Therefore, it is essential to eliminate both latently infected CD4+ T cells and tissue macrophages to completely eradicate HIV in patients. Until now, most of the research focus is directed towards eliminating latently infected CD4+ T cells. However, few approaches have been directed at killing of HIV-infected macrophages either in vitro or in vivo. HIV infection dysregulates the expression of many host genes essential for the survival of infected cells. We postulated that exploiting this alteration may yield novel targets for the selective killing of infected macrophages. Methods We applied a pooled shRNA-based genome-wide approach by employing a lentivirus-based library of shRNAs to screen novel gene targets whose inhibition should selectively induce apoptosis in HIV-infected macrophages. Primary human MDMs were infected with HIV-eGFP and HIV-HSA viruses. Infected MDMs were transfected with siRNAs specific for the promising genes followed by analysis of apoptosis by flow cytometry using labelled Annexin-V in HIV-infected, HIV-exposed but uninfected bystander MDMs and uninfected MDMs. The results were analyzed using student’s t-test from at least four independent experiments. Results We validated 28 top hits in two independent HIV infection models. This culminated in the identification of four target genes, Cox7a2, Znf484, Cstf2t, and Cdk2, whose loss-of-function induced apoptosis preferentially in HIV-infected macrophages. Silencing these single genes killed significantly higher number of HIV-HSA-infected MDMs compared to the HIV-HSA-exposed, uninfected bystander macrophages, indicating the specificity in the killing of HIV-infected macrophages. The mechanism governing Cox7a2-mediated apoptosis of HIV-infected macrophages revealed that targeting respiratory chain complex II and IV genes also selectively induced apoptosis of HIV-infected macrophages possibly through enhanced ROS production. Conclusions We have identified above-mentioned novel genes and specifically the respiratory chain complex II and IV genes whose silencing may cause selective elimination of HIV-infected macrophages and eventually the HIV-macrophage reservoirs. The results highlight the potential of the identified genes as targets for eliminating HIV-infected macrophages in physiological environment as part of an HIV cure strategy.
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- 2021
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15. Genome-Wide Identification of Cellular Pathways and Key Genes That Respond to Sodium Bicarbonate Stress in Saccharomyces cerevisiae.
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Cao, Xiuling, An, Tingting, Fu, Wenhao, Zhang, Jie, Zhao, Huihui, Li, Danqi, Jin, Xuejiao, and Liu, Beidong
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SACCHAROMYCES cerevisiae ,SODIUM bicarbonate ,AMINO acid metabolism ,SOIL salinity ,GENES - Abstract
Sodium bicarbonate (NaHCO
3 ) is an important inorganic salt. It is not only widely used in industrial production and daily life, but is also the main stress in alkaline saline soil. NaHCO3 has a strong ability to inhibit the growth of fungi in both natural environment and daily application. However, the mechanism by which fungi respond to NaHCO3 stress is not fully understood. To further clarify the toxic mechanisms of NaHCO3 stress and identify the specific cellular genes and pathways involved in NaHCO3 resistance, we performed genome-wide screening with NaHCO3 using a Saccharomyces cerevisiae deletion mutant library. A total of 33 deletion mutants with NaHCO3 sensitivity were identified. Compared with wild-type strains, these mutants had significant growth defects in the medium containing NaHCO3 . Bioinformatics analysis found that the corresponding genes of these mutants are mainly enriched in the cell cycle, mitophagy, cell wall integrity, and signaling pathways. Further study using transcriptomic analysis showed that 309 upregulated and 233 downregulated genes were only responded to NaHCO3 stress, when compared with yeast transcriptomic data under alkaline and saline stress. Upregulated genes were mainly concentrated in amino acid metabolism, steroid biosynthesis, and cell wall, while downregulated genes were enriched in various cellular metabolisms. In summary, we have identified the cellular pathways and key genes that respond to NaHCO3 stress in the whole genome, providing resource and direction for understanding NaHCO3 toxicity and cellular resistance mechanisms. [ABSTRACT FROM AUTHOR]- Published
- 2022
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16. Genome-Wide Identification of Cellular Pathways and Key Genes That Respond to Sodium Bicarbonate Stress in Saccharomyces cerevisiae
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Xiuling Cao, Tingting An, Wenhao Fu, Jie Zhang, Huihui Zhao, Danqi Li, Xuejiao Jin, and Beidong Liu
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sodium bicarbonate ,Saccharomyces cerevisiae ,genome-wide screening ,NaHCO3 ,transcriptome ,Microbiology ,QR1-502 - Abstract
Sodium bicarbonate (NaHCO3) is an important inorganic salt. It is not only widely used in industrial production and daily life, but is also the main stress in alkaline saline soil. NaHCO3 has a strong ability to inhibit the growth of fungi in both natural environment and daily application. However, the mechanism by which fungi respond to NaHCO3 stress is not fully understood. To further clarify the toxic mechanisms of NaHCO3 stress and identify the specific cellular genes and pathways involved in NaHCO3 resistance, we performed genome-wide screening with NaHCO3 using a Saccharomyces cerevisiae deletion mutant library. A total of 33 deletion mutants with NaHCO3 sensitivity were identified. Compared with wild-type strains, these mutants had significant growth defects in the medium containing NaHCO3. Bioinformatics analysis found that the corresponding genes of these mutants are mainly enriched in the cell cycle, mitophagy, cell wall integrity, and signaling pathways. Further study using transcriptomic analysis showed that 309 upregulated and 233 downregulated genes were only responded to NaHCO3 stress, when compared with yeast transcriptomic data under alkaline and saline stress. Upregulated genes were mainly concentrated in amino acid metabolism, steroid biosynthesis, and cell wall, while downregulated genes were enriched in various cellular metabolisms. In summary, we have identified the cellular pathways and key genes that respond to NaHCO3 stress in the whole genome, providing resource and direction for understanding NaHCO3 toxicity and cellular resistance mechanisms.
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- 2022
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17. Unlocking biological mechanisms with integrative functional genomics approaches.
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Yun S, Noh M, Yu J, Kim HJ, Hui CC, Lee H, and Son JE
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- Humans, CRISPR-Cas Systems, Epigenesis, Genetic, Chromatin metabolism, Chromatin genetics, High-Throughput Nucleotide Sequencing methods, Genomics methods
- Abstract
Reverse genetics offers precise functional insights into genes through the targeted manipulation of gene expression followed by phenotypic assessment. While these approaches have proven effective in model organisms such as Saccharomyces cerevisiae, large-scale genetic manipulations in human cells were historically unfeasible due to methodological limitations. However, recent advancements in functional genomics, particularly clustered regularly interspaced short palindromic repeats (CRISPR)-based screening technologies and next-generation sequencing platforms, have enabled pooled screening technologies that allow massively parallel, unbiased assessments of biological phenomena in human cells. This review provides a comprehensive overview of cutting-edge functional genomic screening technologies applicable to human cells, ranging from short hairpin RNA screens to modern CRISPR screens. Additionally, we explore the integration of CRISPR platforms with single-cell approaches to monitor gene expression, chromatin accessibility, epigenetic regulation, and chromatin architecture following genetic perturbations at the omics level. By offering an in-depth understanding of these genomic screening methods, this review aims to provide insights into more targeted and effective strategies for genomic research and personalized medicine., Competing Interests: Declaration of Competing Interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper., (Copyright © 2024 The Author(s). Published by Elsevier Inc. All rights reserved.)
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- 2024
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18. Isolation and Analysis of Donor Chromosomal Genes Whose Deficiency Is Responsible for Accelerating Bacterial and Trans-Kingdom Conjugations by IncP1 T4SS Machinery
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Fatin Iffah Rasyiqah Mohamad Zoolkefli, Kazuki Moriguchi, Yunjae Cho, Kazuya Kiyokawa, Shinji Yamamoto, and Katsunori Suzuki
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genome-wide screening ,IncP1-type plasmid ,trans-kingdom conjugation ,type IV secretion system ,horizontal gene transfer ,Microbiology ,QR1-502 - Abstract
Conjugal transfer is a major driving force of genetic exchange in eubacteria, and the system in IncP1-type broad-host-range plasmids transfers DNA even to eukaryotes and archaea in a process known as trans-kingdom conjugation (TKC). Although conjugation factors encoded on plasmids have been extensively analyzed, those on the donor chromosome have not. To identify the potential conjugation factor(s), a genome-wide survey on a comprehensive collection of Escherichia coli gene knockout mutants (Keio collection) as donors to Saccharomyces cerevisiae recipients was performed using a conjugal transfer system mediated by the type IV secretion system (T4SS) of the IncP1α plasmid. Out of 3,884 mutants, three mutants (ΔfrmR, ΔsufA, and ΔiscA) were isolated, which showed an increase by one order of magnitude in both E. coli–E. coli and E. coli–yeast conjugations without an increase in the mRNA accumulation level for the conjugation related genes examined. The double-knockout mutants for these genes (ΔfrmRΔsufA and ΔiscAΔfrmR) did not show synergistic effects on the conjugation efficiency, suggesting that these factors affect a common step in the conjugation machinery. The three mutants demonstrated increased conjugation efficiency in IncP1β-type but not in IncN- and IncW-type broad-host-range plasmid transfers, and the homologous gene knockout mutants against the three genes in Agrobacterium tumefaciens also showed increased TKC efficiency. These results suggest the existence of a specific regulatory system in IncP1 plasmids that enables the control of conjugation efficiency in different hosts, which could be utilized for the development of donor strains as gene introduction tools into bacteria, eukaryotes, and archaea.
- Published
- 2021
- Full Text
- View/download PDF
19. Identification of novel genes involved in apoptosis of HIV-infected macrophages using unbiased genome-wide screening.
- Author
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Dong, Simon X. M., Vizeacoumar, Frederick S., Bhanumathy, Kalpana K., Alli, Nezeka, Gonzalez-Lopez, Cristina, Gajanayaka, Niranjala, Caballero, Ramon, Ali, Hamza, Freywald, Andrew, Cassol, Edana, Angel, Jonathan B., Vizeacoumar, Franco J., and Kumar, Ashok
- Subjects
MACROPHAGES ,HIV infections ,HIV-positive persons ,APOPTOSIS ,GENE silencing ,GENE targeting ,CELL death - Abstract
Background: Macrophages, besides resting latently infected CD4+ T cells, constitute the predominant stable, major non-T cell HIV reservoirs. Therefore, it is essential to eliminate both latently infected CD4+ T cells and tissue macrophages to completely eradicate HIV in patients. Until now, most of the research focus is directed towards eliminating latently infected CD4+ T cells. However, few approaches have been directed at killing of HIV-infected macrophages either in vitro or in vivo. HIV infection dysregulates the expression of many host genes essential for the survival of infected cells. We postulated that exploiting this alteration may yield novel targets for the selective killing of infected macrophages.Methods: We applied a pooled shRNA-based genome-wide approach by employing a lentivirus-based library of shRNAs to screen novel gene targets whose inhibition should selectively induce apoptosis in HIV-infected macrophages. Primary human MDMs were infected with HIV-eGFP and HIV-HSA viruses. Infected MDMs were transfected with siRNAs specific for the promising genes followed by analysis of apoptosis by flow cytometry using labelled Annexin-V in HIV-infected, HIV-exposed but uninfected bystander MDMs and uninfected MDMs. The results were analyzed using student's t-test from at least four independent experiments.Results: We validated 28 top hits in two independent HIV infection models. This culminated in the identification of four target genes, Cox7a2, Znf484, Cstf2t, and Cdk2, whose loss-of-function induced apoptosis preferentially in HIV-infected macrophages. Silencing these single genes killed significantly higher number of HIV-HSA-infected MDMs compared to the HIV-HSA-exposed, uninfected bystander macrophages, indicating the specificity in the killing of HIV-infected macrophages. The mechanism governing Cox7a2-mediated apoptosis of HIV-infected macrophages revealed that targeting respiratory chain complex II and IV genes also selectively induced apoptosis of HIV-infected macrophages possibly through enhanced ROS production.Conclusions: We have identified above-mentioned novel genes and specifically the respiratory chain complex II and IV genes whose silencing may cause selective elimination of HIV-infected macrophages and eventually the HIV-macrophage reservoirs. The results highlight the potential of the identified genes as targets for eliminating HIV-infected macrophages in physiological environment as part of an HIV cure strategy. [ABSTRACT FROM AUTHOR]- Published
- 2021
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- View/download PDF
20. Sequence Analysis and Ontogenetic Expression Patterns of Cone Opsin Genes in the Bluefin Killifish (Lucania goodei).
- Author
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Chang, Chia-Hao, Catchen, Julian, Moran, Rachel L, Rivera-Colón, Angel G, Wang, Yu-Chun, and Fuller, Rebecca C
- Subjects
- *
KILLIFISHES , *SEQUENCE analysis , *OPSINS , *SPECTRAL sensitivity , *SEXUAL selection , *OPTOGENETICS , *GENOTYPE-environment interaction - Abstract
Sensory systems allow for the transfer of environmental stimuli into internal cues that can alter physiology and behavior. Many studies of visual systems focus on opsins to compare spectral sensitivity among individuals, populations, and species living in different lighting environments. This requires an understanding of the cone opsins, which can be numerous. The bluefin killifish is a good model for studying the interaction between environments and visual systems as they are found in both clear springs and tannin-stained swamps. We conducted a genome-wide screening and demonstrated that the bluefin killifish has 9 cone opsins: 1 SWS1 (354 nm), 2 SWS2 (SWS2B : 359 nm, SWS2A : 448 nm), 2 RH2 (RH2-2 : 476 nm, RH2-1 : 537 nm), and 4 LWS (LWS-1 : 569 nm, LWS-2 : 524 nm, LWS-3 : 569 nm, LWS-R : 560 or 569 nm). These 9 cone opsins were located on 4 scaffolds. One scaffold contained the 2 SWS2 and 3 of the 4 LWS opsins in the same syntenic order as found in other cyprinodontoid fishes. We also compared opsin expression in larval and adult killifish under clear water conditions, which mimic springs. Two of the newly discovered opsins (LWS-2 and LWS-3) were expressed at low levels (<0.2%). Whether these opsins make meaningful contributions to visual perception in other contexts (i.e. swamp conditions) is unclear. In contrast, there was an ontogenetic change from using LWS-R to LWS-1 opsin. Bluefin killifish adults may be slightly more sensitive to longer wavelengths, which might be related to sexual selection and/or foraging preferences. [ABSTRACT FROM AUTHOR]
- Published
- 2021
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- View/download PDF
21. Isolation and Analysis of Donor Chromosomal Genes Whose Deficiency Is Responsible for Accelerating Bacterial and Trans -Kingdom Conjugations by IncP1 T4SS Machinery.
- Author
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Zoolkefli, Fatin Iffah Rasyiqah Mohamad, Moriguchi, Kazuki, Cho, Yunjae, Kiyokawa, Kazuya, Yamamoto, Shinji, and Suzuki, Katsunori
- Subjects
AGROBACTERIUM tumefaciens ,HORIZONTAL gene transfer ,GENES ,GENE knockout ,SACCHAROMYCES cerevisiae - Abstract
Conjugal transfer is a major driving force of genetic exchange in eubacteria, and the system in IncP1-type broad-host-range plasmids transfers DNA even to eukaryotes and archaea in a process known as trans -kingdom conjugation (TKC). Although conjugation factors encoded on plasmids have been extensively analyzed, those on the donor chromosome have not. To identify the potential conjugation factor(s), a genome-wide survey on a comprehensive collection of Escherichia coli gene knockout mutants (Keio collection) as donors to Saccharomyces cerevisiae recipients was performed using a conjugal transfer system mediated by the type IV secretion system (T4SS) of the IncP1α plasmid. Out of 3,884 mutants, three mutants (Δ frmR , Δ sufA , and Δ iscA) were isolated, which showed an increase by one order of magnitude in both E. coli – E. coli and E. coli –yeast conjugations without an increase in the mRNA accumulation level for the conjugation related genes examined. The double-knockout mutants for these genes (Δ frmR Δ sufA and Δ iscA Δ frmR) did not show synergistic effects on the conjugation efficiency, suggesting that these factors affect a common step in the conjugation machinery. The three mutants demonstrated increased conjugation efficiency in IncP1β-type but not in IncN- and IncW-type broad-host-range plasmid transfers, and the homologous gene knockout mutants against the three genes in Agrobacterium tumefaciens also showed increased TKC efficiency. These results suggest the existence of a specific regulatory system in IncP1 plasmids that enables the control of conjugation efficiency in different hosts, which could be utilized for the development of donor strains as gene introduction tools into bacteria, eukaryotes, and archaea. [ABSTRACT FROM AUTHOR]
- Published
- 2021
- Full Text
- View/download PDF
22. Pooled extracellular receptor-ligand interaction screening using CRISPR activation
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Zheng-Shan Chong, Shuhei Ohnishi, Kosuke Yusa, and Gavin J. Wright
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Cell surface receptors ,Cell signaling ,CRISPR activation ,Extracellular protein interactions ,Flow cytometry ,Genome-wide screening ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Extracellular interactions between cell surface receptors are necessary for signaling and adhesion but identifying them remains technically challenging. We describe a cell-based genome-wide approach employing CRISPR activation to identify receptors for a defined ligand. We show receptors for high-affinity antibodies and low-affinity ligands can be unambiguously identified when used in pools or as individual binding probes. We apply this technique to identify ligands for the adhesion G-protein-coupled receptors and show that the Nogo myelin-associated inhibitory proteins are ligands for ADGRB1. This method will enable extracellular receptor-ligand identification on a genome-wide scale.
- Published
- 2018
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- View/download PDF
23. PEBP1 suppresses HIV transcription and induces latency by inactivating MAPK/NF‐κB signaling.
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Yang, Xinyi, Wang, Yanan, Lu, Panpan, Shen, Yinzhong, Zhao, Xiaying, Zhu, Yuqi, Jiang, Zhengtao, Yang, He, Pan, Hanyu, Zhao, Lin, Zhong, Yangcheng, Wang, Jing, Liang, Zhiming, Shen, Xiaoting, Lu, Daru, Jiang, Shibo, Xu, Jianqing, Wu, Hao, Lu, Hongzhou, and Jiang, Guochun
- Abstract
The latent HIV‐1 reservoir is a major barrier to viral eradication. However, our understanding of how HIV‐1 establishes latency is incomplete. Here, by performing a genome‐wide CRISPR‐Cas9 knockout library screen, we identify phosphatidylethanolamine‐binding protein 1 (PEBP1), also known as Raf kinase inhibitor protein (RKIP), as a novel gene inducing HIV latency. Depletion of PEBP1 leads to the reactivation of HIV‐1 in multiple models of latency. Mechanistically, PEBP1 de‐phosphorylates Raf1/ERK/IκB and IKK/IκB signaling pathways to sequestrate NF‐κB in the cytoplasm, which transcriptionally inactivates HIV‐1 to induce latency. Importantly, the induction of PEBP1 expression by the green tea compound epigallocatechin‐3‐gallate (EGCG) prevents latency reversal by inhibiting nuclear translocation of NF‐κB, thereby suppressing HIV‐1 transcription in primary CD4+ T cells isolated from patients receiving antiretroviral therapy (ART). These results suggest a critical role for PEBP1 in the regulation of upstream NF‐κB signaling pathways governing HIV transcription. Targeting of this pathway could be an option to control HIV reservoirs in patients in the future. Synopsis: The latent HIV‐1 reservoir prevents efficient viral eradication. The phosphatase PEBP1 plays a critical role in the regulation of NF‐κB‐dependent pathways governing HIV‐1 transcription, and its targeting could control HIV reservoirs in patients. Depletion of PEBP1 leads to the reactivation of HIV‐1 in multiple HIV latency models.EGCG induces PEBP1 protein expression and prevents latency reversal in patients receiving antiretroviral therapy.PEBP1 is induced by IFN signaling during HIV‐1 infection and promotes HIV latency in primary CD4+ T cells. [ABSTRACT FROM AUTHOR]
- Published
- 2020
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- View/download PDF
24. Evaluation of polymorphisms in microRNA‐binding sites and pancreatic cancer risk in Chinese population.
- Author
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Ke, Juntao, Peng, Xiating, Mei, Shufang, Tian, Jianbo, Ying, Pingting, Yang, Nan, Wang, Xiaoyang, Zou, Danyi, Yang, Yang, Zhu, Ying, Gong, Yajie, Gong, Jing, Zhong, Rong, Chang, Jiang, Fang, Zemin, and Miao, Xiaoping
- Subjects
PANCREATIC cancer ,LOCUS (Genetics) ,SINGLE nucleotide polymorphisms ,REPORTER genes ,BINDING sites ,ODDS ratio - Abstract
As promising biomarkers and therapy targets, microRNAs (miRNAs) are involved in various physiological and tumorigenic processes. Genetic variants in miRNA‐binding sites can lead to dysfunction of miRNAs and contribute to disease. However, systematic investigation of the miRNA‐related single nucleotide polymorphisms (SNPs) for pancreatic cancer (PC) risk remains elusive. We performed integrative bioinformatics analyses to select 31 SNPs located in miRNA‐target binding sites using the miRNASNP v2.0, a solid database providing miRNA‐related SNPs for genetic research, and investigated their associations with risk of PC in two large case‐control studies totally including 1847 cases and 5713 controls. We observed that the SNP rs3802266 is significantly associated with increased risk of PC (odds ratio (OR) = 1.21, 95% confidence intervals (CI) = 1.11‐1.31, P = 1.29E‐05). Following luciferase reporter gene assays show that rs3802266‐G creates a stronger binding site for miR‐181a‐2‐3p in 3′ untranslated region (3′UTR) of the gene ZHX2. Expression quantitative trait loci (eQTL) analysis suggests that ZHX2 expression is lower in individuals carrying rs3802266‐G with increased PC risk. In conclusion, our findings highlight the involvement of miRNA‐binding SNPs in PC susceptibility and provide new clues for PC carcinogenesis. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
25. Targeting Antibiotic Resistance Genes Is a Better Approach to Block Acquisition of Antibiotic Resistance Than Blocking Conjugal Transfer by Recipient Cells: A Genome-Wide Screening in Escherichia coli
- Author
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Kazuki Moriguchi, Fatin Iffah Rasyiqah Mohamad Zoolkefli, Masanobu Abe, Kazuya Kiyokawa, Shinji Yamamoto, and Katsunori Suzuki
- Subjects
IncP1α-type plasmid ,spread of antibiotic resistance genes ,broad host range plasmid ,conjugal transfer ,genome-wide screening ,recipient mutants ,Microbiology ,QR1-502 - Abstract
The conjugal transfer is a major driving force in the spread of antibiotic resistance genes. Nevertheless, an effective approach has not yet been developed to target conjugal transfer to prevent the acquisition of antibiotic resistance by this mechanism. This study aimed to identify potential targets for plasmid transfer blockade by isolating mutants defective in the completion of the acquisition of antibiotic resistance via conjugal transfer. We performed genome-wide screening by combining an IncP1α-type broad host range plasmid conjugation system with a comprehensive collection of Escherichia coli gene knockout mutants (Keio collection; 3884 mutants). We followed a six-step screening procedure to identify the mutants showing conjugation deficiency precisely. No mutants defective in the conjugal transfer were isolated, strongly suggesting that E. coli cannot escape from being a recipient organism for P1α plasmid transfer. However, several mutants with low viability were identified, as well as mutants defective in establishing resistance to chloramphenicol, which was used for transconjugant selection. These results suggest that developing drugs capable of inhibiting the establishment of antibiotic resistance is a better approach than attempting to prevent the conjugal transfer to block the spread of antibiotic resistance genes. Our screening system based on the IncP1α-type plasmid transfer can be extended to isolation of target genes for other drugs. This study could be the foundation for further research to understand its underlying molecular mechanism through functional analysis of the identified genes.
- Published
- 2020
- Full Text
- View/download PDF
26. Genome-Wide Screening for Enteric Colonization Factors in Carbapenem-Resistant ST258 Klebsiella pneumoniae
- Author
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Hea-Jin Jung, Eric R. Littmann, Ruth Seok, Ingrid M. Leiner, Ying Taur, Jonathan Peled, Marcel van den Brink, Lilan Ling, Liang Chen, Barry N. Kreiswirth, Andrew L. Goodman, and Eric G. Pamer
- Subjects
Klebsiella pneumoniae ,genome-wide screening ,intestinal colonization ,multidrug resistance ,opportunistic infections ,Microbiology ,QR1-502 - Abstract
ABSTRACT A diverse, antibiotic-naive microbiota prevents highly antibiotic-resistant microbes, including carbapenem-resistant Klebsiella pneumoniae (CR-Kp), from achieving dense colonization of the intestinal lumen. Antibiotic-mediated destruction of the microbiota leads to expansion of CR-Kp in the gut, markedly increasing the risk of bacteremia in vulnerable patients. While preventing dense colonization represents a rational approach to reduce intra- and interpatient dissemination of CR-Kp, little is known about pathogen-associated factors that enable dense growth and persistence in the intestinal lumen. To identify genetic factors essential for dense colonization of the gut by CR-Kp, we constructed a highly saturated transposon mutant library with >150,000 unique mutations in an ST258 strain of CR-Kp and screened for in vitro growth and in vivo intestinal colonization in antibiotic-treated mice. Stochastic and partially reversible fluctuations in the representation of different mutations during dense colonization revealed the dynamic nature of intestinal microbial populations. We identified genes that are crucial for early and late stages of dense gut colonization and confirmed their role by testing isogenic mutants in in vivo competition assays with wild-type CR-Kp. Screening of the transposon library also identified mutations that enhanced in vivo CR-Kp growth. These newly identified colonization factors may provide novel therapeutic opportunities to reduce intestinal colonization by CR-Kp. IMPORTANCE Klebsiella pneumoniae is a common cause of bloodstream infections in immunocompromised and hospitalized patients, and over the last 2 decades, some strains have acquired resistance to nearly all available antibiotics, including broad-spectrum carbapenems. The U.S. Centers for Disease Control and Prevention has listed carbapenem-resistant K. pneumoniae (CR-Kp) as an urgent public health threat. Dense colonization of the intestine by CR-Kp and other antibiotic-resistant bacteria is associated with an increased risk of bacteremia. Reducing the density of gut colonization by CR-Kp is likely to reduce their transmission from patient to patient in health care facilities as well as systemic infections. How CR-Kp expands and persists in the gut lumen, however, is poorly understood. Herein, we generated a highly saturated mutant library in a multidrug-resistant K. pneumoniae strain and identified genetic factors that are associated with dense gut colonization by K. pneumoniae. This study sheds light on host colonization by K. pneumoniae and identifies potential colonization factors that contribute to high-density persistence of K. pneumoniae in the intestine.
- Published
- 2019
- Full Text
- View/download PDF
27. Genome-Wide Screening of Oxidizing Agent Resistance Genes in Escherichia coli
- Author
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Hao Chen, Jessica Wilson, Carson Ercanbrack, Hannah Smith, Qinglei Gan, and Chenguang Fan
- Subjects
oxidative stress ,hydrogen peroxide ,hypochlorite ,genome-wide screening ,AKSA library ,Therapeutics. Pharmacology ,RM1-950 - Abstract
The use of oxidizing agents is one of the most favorable approaches to kill bacteria in daily life. However, bacteria have been evolving to survive in the presence of different oxidizing agents. In this study, we aimed to obtain a comprehensive list of genes whose expression can make Escherichiacoli cells resistant to different oxidizing agents. For this purpose, we utilized the ASKA library and performed a genome-wide screening of ~4200 E. coli genes. Hydrogen peroxide (H2O2) and hypochlorite (HOCl) were tested as representative oxidizing agents in this study. To further validate our screening results, we used different E. coli strains as host cells to express or inactivate selected resistance genes individually. More than 100 genes obtained in this screening were not known to associate with oxidative stress responses before. Thus, this study is expected to facilitate both basic studies on oxidative stress and the development of antibacterial agents.
- Published
- 2021
- Full Text
- View/download PDF
28. Targeting Antibiotic Resistance Genes Is a Better Approach to Block Acquisition of Antibiotic Resistance Than Blocking Conjugal Transfer by Recipient Cells: A Genome-Wide Screening in Escherichia coli.
- Author
-
Moriguchi, Kazuki, Zoolkefli, Fatin Iffah Rasyiqah Mohamad, Abe, Masanobu, Kiyokawa, Kazuya, Yamamoto, Shinji, and Suzuki, Katsunori
- Subjects
DRUG resistance in bacteria ,ESCHERICHIA coli ,PLASMID genetics ,PLASMIDS ,GENE knockout ,GENES ,FUNCTIONAL analysis - Abstract
The conjugal transfer is a major driving force in the spread of antibiotic resistance genes. Nevertheless, an effective approach has not yet been developed to target conjugal transfer to prevent the acquisition of antibiotic resistance by this mechanism. This study aimed to identify potential targets for plasmid transfer blockade by isolating mutants defective in the completion of the acquisition of antibiotic resistance via conjugal transfer. We performed genome-wide screening by combining an IncP1α-type broad host range plasmid conjugation system with a comprehensive collection of Escherichia coli gene knockout mutants (Keio collection; 3884 mutants). We followed a six-step screening procedure to identify the mutants showing conjugation deficiency precisely. No mutants defective in the conjugal transfer were isolated, strongly suggesting that E. coli cannot escape from being a recipient organism for P1α plasmid transfer. However, several mutants with low viability were identified, as well as mutants defective in establishing resistance to chloramphenicol, which was used for transconjugant selection. These results suggest that developing drugs capable of inhibiting the establishment of antibiotic resistance is a better approach than attempting to prevent the conjugal transfer to block the spread of antibiotic resistance genes. Our screening system based on the IncP1α-type plasmid transfer can be extended to isolation of target genes for other drugs. This study could be the foundation for further research to understand its underlying molecular mechanism through functional analysis of the identified genes. [ABSTRACT FROM AUTHOR]
- Published
- 2020
- Full Text
- View/download PDF
29. Identification and Biochemical Characterization of High Mobility Group Protein 20A as a Novel Ca2+/S100A6 Target
- Author
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Maho Yamamoto, Rina Kondo, Haruka Hozumi, Seita Doi, Miwako Denda, Masaki Magari, Naoki Kanayama, Naoya Hatano, Ryo Morishita, and Hiroshi Tokumitsu
- Subjects
S100 protein ,HMG20A ,protein-protein interaction ,Ca2+-signal transduction ,genome-wide screening ,Microbiology ,QR1-502 - Abstract
During screening of protein-protein interactions, using human protein arrays carrying 19,676 recombinant glutathione s-transferase (GST)-fused human proteins, we identified the high-mobility protein group 20A (HMG20A) as a novel S100A6 binding partner. We confirmed the Ca2+-dependent interaction of HMG20A with S100A6 by the protein array method, biotinylated S100A6 overlay, and GST-pulldown assay in vitro and in transfected COS-7 cells. Co-immunoprecipitation of S100A6 with HMG20A from HeLa cells in a Ca2+-dependent manner revealed the physiological relevance of the S100A6/HMG20A interaction. In addition, HMG20A has the ability to interact with S100A1, S100A2, and S100B in a Ca2+-dependent manner, but not with S100A4, A11, A12, and calmodulin. S100A6 binding experiments using various HMG20A mutants revealed that Ca2+/S100A6 interacts with the C-terminal region (residues 311–342) of HMG20A with stoichiometric binding (HMG20A:S100A6 dimer = 1:1). This was confirmed by the fact that a GST-HMG20A mutant lacking the S100A6 binding region (residues 311–347, HMG20A-ΔC) failed to interact with endogenous S100A6 in transfected COS-7 cells, unlike wild-type HMG20A. Taken together, these results identify, for the first time, HMG20A as a target of Ca2+/S100 proteins, and may suggest a novel linkage between Ca2+/S100 protein signaling and HMG20A function, including in the regulation of neural differentiation.
- Published
- 2021
- Full Text
- View/download PDF
30. Global Deletome Profile of Saccharomyces cerevisiae Exposed to the Technology-Critical Element Yttrium
- Author
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Nicolas Grosjean, Elisabeth M. Gross, Marie Le Jean, and Damien Blaudez
- Subjects
genome-wide screening ,Saccharomyces cerevisiae ,technology critical element ,yeast mutants ,yttrium toxicity ,Microbiology ,QR1-502 - Abstract
The emergence of the technology-critical-element yttrium as a contaminant in the environment raises concern regarding its toxicological impact on living organisms. The molecular mechanisms underlying yttrium toxicity must be delineated. We considered the genomic phenotyping of a mutant collection of Saccharomyces cerevisiae to be of particular interest to decipher key cellular pathways involved either in yttrium toxicity or detoxification mechanisms. Among the 4733 mutants exposed to yttrium, 333 exhibited modified growth, of which 56 were sensitive and 277 were resistant. Several functions involved in yttrium toxicity mitigation emerged, primarily vacuolar acidification and retrograde transport. Conversely, functional categories overrepresented in the yttrium toxicity response included cytoskeleton organization and endocytosis, protein transport and vesicle trafficking, lipid metabolism, as well as signaling pathways. Comparison with similar studies carried out using other metals and stressors showed a response pattern similar to nickel stress. One third of the identified mutants highlighted peculiar cellular effects triggered by yttrium, specifically those affecting the pheromone-dependent signaling pathway or sphingolipid metabolic processes. Taken together, these data emphasize the role of the plasma membrane as a hotspot for yttrium toxicity. The up-to-now lack of data concerning yttrium toxicity at the cellular and molecular levels makes this pioneer study using the model S. cerevisiae an excellent first basis for the assessment of yttrium toxicity toward eukaryotes.
- Published
- 2018
- Full Text
- View/download PDF
31. From vesicle to cytosol
- Author
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Michael J Rogers and Marcia A Munoz
- Subjects
mechanism of action ,membrane transporter ,lysosomes ,genome-wide screening ,bone-targeting drugs ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Drugs called bisphosphonates are used to treat a range of bone diseases, but how do they reach the enzymes that are their target?
- Published
- 2018
- Full Text
- View/download PDF
32. Identification of a transporter complex responsible for the cytosolic entry of nitrogen-containing bisphosphonates
- Author
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Zhou Yu, Lauren E Surface, Chong Yon Park, Max A Horlbeck, Gregory A Wyant, Monther Abu-Remaileh, Timothy R Peterson, David M Sabatini, Jonathan S Weissman, and Erin K O'Shea
- Subjects
mechanism of action ,membrane transporter ,lysosomes ,genome-wide screening ,Medicine ,Science ,Biology (General) ,QH301-705.5 - Abstract
Nitrogen-containing-bisphosphonates (N-BPs) are a class of drugs widely prescribed to treat osteoporosis and other bone-related diseases. Although previous studies have established that N-BPs function by inhibiting the mevalonate pathway in osteoclasts, the mechanism by which N-BPs enter the cytosol from the extracellular space to reach their molecular target is not understood. Here, we implemented a CRISPRi-mediated genome-wide screen and identified SLC37A3 (solute carrier family 37 member A3) as a gene required for the action of N-BPs in mammalian cells. We observed that SLC37A3 forms a complex with ATRAID (all-trans retinoic acid-induced differentiation factor), a previously identified genetic target of N-BPs. SLC37A3 and ATRAID localize to lysosomes and are required for releasing N-BP molecules that have trafficked to lysosomes through fluid-phase endocytosis into the cytosol. Our results elucidate the route by which N-BPs are delivered to their molecular target, addressing a key aspect of the mechanism of action of N-BPs that may have significant clinical relevance.
- Published
- 2018
- Full Text
- View/download PDF
33. Molecular Modulators and Receptors of Selective Autophagy: Disease Implication and Identification Strategies.
- Author
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Wu MY, Li ZW, and Lu JH
- Subjects
- Humans, Homeostasis, Autophagy genetics
- Abstract
Autophagy is a highly conserved physiological process that maintains cellular homeostasis by recycling cellular contents. Selective autophagy is based on the specificity of cargo recognition and has been implicated in various human diseases, including neurodegenerative diseases and cancer. Selective autophagy receptors and modulators play key roles in this process. Identifying these receptors and modulators and their roles is critical for understanding the machinery and physiological function of selective autophagy and providing therapeutic value for diseases. Using modern researching tools and novel screening technologies, an increasing number of selective autophagy receptors and modulators have been identified. A variety of Strategies and approaches, including protein-protein interactions (PPIs)-based identification and genome-wide screening, have been used to identify selective autophagy receptors and modulators. Understanding the strengths and challenges of these approaches not only promotes the discovery of even more such receptors and modulators but also provides a useful reference for the identification of regulatory proteins or genes involved in other cellular mechanisms. In this review, we summarize the functions, disease association, and identification strategies of selective autophagy receptors and modulators., Competing Interests: Competing Interests: The authors have declared that no competing interest exists., (© The author(s).)
- Published
- 2024
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- View/download PDF
34. Genome-wide discovery and development of polymorphic microsatellites from Leishmania panamensis parasites circulating in central Panama
- Author
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Carlos M. Restrepo, Alejandro Llanes, Carolina De La Guardia, and Ricardo Lleonart
- Subjects
Leishmania panamensis ,Genome-wide screening ,Microsatellite ,Polymorphisms ,Infectious and parasitic diseases ,RC109-216 - Abstract
Abstract Background The parasite Leishmania panamensis is the main cause of leishmaniasis in Panama. The disease is largely uncontrolled, with a rising incidence and no appropriate control measures. While microsatellites are considered some of the best genetic markers to study population genetics and molecular epidemiology in these and other parasites, none has been developed for L. panamensis. Findings Here we have developed and tested a new panel of microsatellites for this species, based on high-throughput genome-wide screening. The new set of microsatellites is composed of seventeen loci, mainly spanning trinucleotide or longer motifs. We have evaluated the sensitivity and specificity of the panel based on a sample of 27 isolates obtained from cutaneous leishmaniasis patients from central Panama and also several reference species from both L. (Leishmania) and L. (Viannia) subgenera. The genetic equilibrium was assessed both intra- and inter-loci, while the reproductive mode was evaluated using several tests. The new SSR panel shows high polymorphism and sensitivity, as well as good specificity. The preliminary data described here for L. panamensis suggest extensive departure from Hardy-Weinberg proportions, significant linkage disequilibrium and strong deficit of heterozygotes. Several recombination tests involving multilocus linkage disequilibrium and a phylogenetic approach allowed rejection of frequent recombination in our dataset. Conclusions The genome-wide strategy described here proved to be useful to identify and test new polymorphic SSR loci in Leishmania. The new panel of polymorphic microsatellites is a valuable contribution to the existing molecular markers for the study of genetic structure and other aspects of this important species.
- Published
- 2015
- Full Text
- View/download PDF
35. Integrative analysis of mRNA and lncRNA profiles identified pathogenetic lncRNAs in esophageal squamous cell carcinoma.
- Author
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Wang, Weiwei, Wei, Chengguo, Li, Pan, Wang, Li, Li, Wencai, Chen, Kuisheng, Zhang, Jianying, Zhang, Weijia, and Jiang, Guozhong
- Subjects
- *
ESOPHAGEAL cancer , *SQUAMOUS cell carcinoma , *MESSENGER RNA , *NON-coding RNA , *CELL cycle , *GENETICS - Abstract
Systems biology approaches can help understand pathogenesis of complex human diseases like cancers for identification of potential new therapeutic targets. Here in this study, we performed genome-wide screening for mRNA and lncRNA profiles in esophageal cancer to identify the novel cancer-related mRNA and lncRNA in esophageal squamous cell carcinoma (ESCC). We identified 1260 up-regulated/1445 down-regulated mRNAs and 402 up-regulated/741 down-regulated lncRNAs. Further functional analysis revealed differentially expressed genes (DEGs) of mRNA and lncRNA are related to different pathways. mRNA pathways are mainly involved in cell cycles while lncRNA pathways are for regulation and metabolic procession. Differentially expressed mRNAs/lncRNAs were validated with qPCR. At last, mRNA and lncRNA co-expression network were built and highly-connected networks were identified, which may provide a mechanism of mRNA expression regulation by lncRNA. In together, we used next generation sequencing data to explore the co-expression networks of lncRNA and mRNA, which may elucidate the functions and mechanisms of lncRNA in ESCC. [ABSTRACT FROM AUTHOR]
- Published
- 2018
- Full Text
- View/download PDF
36. Genome-wide loss-of-function screen using human pluripotent stem cells to study virus-host interactions for SARS-CoV-2.
- Author
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Pagis A, Alfi O, Kinreich S, Yilmaz A, Hamdan M, Gadban A, Panet A, Wolf DG, and Benvenisty N
- Subjects
- Humans, Host Microbial Interactions, Angiotensin-Converting Enzyme 2 genetics, Cell Differentiation genetics, SARS-CoV-2, COVID-19 genetics
- Abstract
Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the causative agent of coronavirus disease 2019, has become a global health concern. Therefore, there is an immense need to understand the network of virus-host interactions by using human disease-relevant cells. We have thus conducted a loss-of-function genome-wide screen using haploid human embryonic stem cells (hESCs) to identify genes involved in SARS-CoV-2 infection. Although the undifferentiated hESCs are resistant to SARS-CoV-2, their differentiated definitive endoderm (DE) progenies, which express high levels of ACE2, are highly sensitive to the virus. Our genetic screening was able to identify the well-established entry receptor ACE2 as a host factor, along with additional potential novel modulators of SARS-CoV-2. Two such novel screen hits, the transcription factor MAFG and the transmembrane protein TMEM86A, were further validated as conferring resistance against SARS-CoV-2 by using CRISPR-mediated mutagenesis in hESCs, followed by differentiation of mutant lines into DE cells and infection by SARS-CoV-2. Our genome-wide genetic screening investigated SARS-CoV-2 host factors in non-cancerous human cells with endogenous ACE2 expression, providing a unique platform to identify novel modulators of SARS-CoV-2 cytopathology in human cells., Competing Interests: Conflict of interests N.B. is CSO of NewStem, Ltd., (Copyright © 2023 The Author(s). Published by Elsevier Inc. All rights reserved.)
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- 2023
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37. Here and there: the double-side transgene localization
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R. V. Mungalov, A. A. Khabarova, I. E. Pristyazhnuk, P. A. Salnikov, Veniamin S. Fishman, P. S. Belokopytova, P. Somatich, A. R. Nurislamov, M. M. Gridina, and G. S. Koksharova
- Subjects
трансгенез ,education.field_of_study ,Chromosome engineering ,sleeping beauty transposon ,Transposon integration ,Transgene ,Population ,транспозон «Спящая красавица» ,Computational biology ,QH426-470 ,Biology ,локализация трансгена ,Sleeping Beauty transposon system ,transgenesis ,General Biochemistry, Genetics and Molecular Biology ,DNA binding site ,Restriction enzyme ,Genetics ,Multiplex ,Original Article ,полногеномный скрининг ,General Agricultural and Biological Sciences ,education ,genome-wide screening ,transgene mapping - Abstract
Random transgene integration is a powerful tool for developing new genome-wide screening approaches. These techniques have already been used for functional gene annotation by transposon-insertion sequencing, for identif ication of transcription factor binding sites and regulatory sequences, and for dissecting chromatin position effects. Precise localization of transgenes and accurate artifact f iltration are essential for this type of method. To date, many mapping assays have been developed, including Inverse-PCR, TLA, LAM-PCR, and splinkerette PCR. However, none of them is able to ensure localization of both transgene's f lanking regions simultaneously, which would be necessary for some applications. Here we proposed a cheap and simple NGS-based approach that overcomes this limitation. The developed assay requires using intentionally designed vectors that lack recognition sites of one or a set of restriction enzymes used for DNA fragmentation. By looping and sequencing these DNA fragments, we obtain special data that allows us to link the two f lanking regions of the transposon. This can be useful for precise insertion mapping and for screening approaches in the f ield of chromosome engineering, where chromosomal recombination events between transgenes occur in a cell population. To demonstrate the method's feasibility, we applied it for mapping SB transposon integration in the human HAP1 cell line. Our technique allowed us to eff iciently localize genomic transposon integrations, which was conf irmed via PCR analysis. For practical application of this approach, we proposed a set of recommendations and a normalization strategy. The developed method can be used for multiplex transgene localization and detection of rearrangements between them.Полногеномные скрининговые методы, основанные на случайной интеграции экзогенных генетических конструкций, – новейший класс инструментов, открывающий возможности для изучения широкого спектра геномных процессов. Данный подход уже был применен к функциональному аннотированию генов млекопитающих, скринингу приспособленности бактерий, определению сайтов связывания факторов транскрипции, идентификации регуляторных генетических элементов и исследованию хромосомного эффекта положения. Все эти эксперименты требуют точной локализации трансгенов в геноме. Существующие на сегодняшний день методы картирования, такие как Inverse-PCR, TLA, splinkerette PCR и LAM-PCR, не позволяют одновременно определять оба участка генома, фланкирующие одну интеграцию трансгена, что ограничивает применимость подходов, в том числе связанных с хромосомной инженерией. В настоящей работе мы предлагаем метод, с помощью которого можно преодолеть это ограничение. Разработанная технология основана на фрагментации геномной ДНК, не затрагивающей интеграции трансгена. Это достигается путем исключения из последовательности вектора сайтов узнавания одного или нескольких ферментов рестрикции. Затем, как и в Inverse-PCR, были закольцованы молекулы лигированием в разбавленной смеси и секвенированы. Полученные данные дают возможность с высокой точностью идентифицировать перестройки и отделить их от артефактов лигирования, и, кроме того, отследить события транслокаций между интеграциями трансгенов. Это может быть использовано в экспериментах по изучению индуцируемых хромосомных перестроек. Для доказательства применимости метода мы с его помощью картировали интеграции транспозона Sleeping Beauty в клетки человека линии Hap1. Картированные интеграции были валидированы с помощью ПЦР-анализа. В статье приведен ряд рекомендаций для практического использования этого метода в экспериментах по множественной локализации интеграций трансгенных конструкций.
- Published
- 2021
38. The global effect of exposing bakers' yeast to 5-fluoruracil and nystatin; a view to Toxichip.
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Graziano, Sara, Gullì, Mariolina, Maestri, Elena, and Marmiroli, Nelson
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- *
NYSTATIN , *SACCHAROMYCES cerevisiae , *ANTINEOPLASTIC agents , *GENE ontology , *RISK assessment , *REVERSE transcriptase polymerase chain reaction - Abstract
A genome-wide screen of a haploid deletion library of bakers' yeast ( Saccharomyces cerevisiae ) was conducted to document the phenotypic and transcriptional impact of exposure to each of the two pharmaceutical products 5-fluorouracil (an anti-tumor agent) and nystatin (an anti-fungal agent). The combined data set was handled by applying a systems biology perspective. A Gene Ontology analysis identified functional categories previously characterized as likely targets for both compounds. Induced transcription profiles were well correlated in yeast and human HepG2 cells. The identified molecular targets for both compounds were used to suggest a small set of human orthologues as appropriate for testing on human material. The yeast system developed here (denoted “Toxichip”) has likely utility for identifying biomarkers relevant for health and environmental risk assessment applications required as part of the development process for novel pharmaceuticals. [ABSTRACT FROM AUTHOR]
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- 2016
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39. Evaluation of polymorphisms in microRNA‐binding sites and pancreatic cancer risk in Chinese population
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Zemin Fang, Nan Yang, Xiaoyang Wang, Yang Yang, Jing Gong, Jiang Chang, Ying Zhu, Xiating Peng, Juntao Ke, Xiaoping Miao, Shufang Mei, Yajie Gong, Danyi Zou, Rong Zhong, Pingting Ying, and Jianbo Tian
- Subjects
Male ,0301 basic medicine ,Untranslated region ,genome‐wide screening ,microRNA‐binding sites ,pancreatic cancer ,Single-nucleotide polymorphism ,Biology ,Polymorphism, Single Nucleotide ,03 medical and health sciences ,0302 clinical medicine ,Asian People ,Cell Line, Tumor ,Pancreatic cancer ,microRNA ,medicine ,Humans ,SNP ,Genetic Predisposition to Disease ,3' Untranslated Regions ,Gene ,Genetics ,Binding Sites ,Original Articles ,Cell Biology ,Odds ratio ,Middle Aged ,medicine.disease ,Pancreatic Neoplasms ,MicroRNAs ,030104 developmental biology ,Case-Control Studies ,030220 oncology & carcinogenesis ,Expression quantitative trait loci ,Molecular Medicine ,Original Article ,Female ,Chinese population ,polymorphisms - Abstract
As promising biomarkers and therapy targets, microRNAs (miRNAs) are involved in various physiological and tumorigenic processes. Genetic variants in miRNA‐binding sites can lead to dysfunction of miRNAs and contribute to disease. However, systematic investigation of the miRNA‐related single nucleotide polymorphisms (SNPs) for pancreatic cancer (PC) risk remains elusive. We performed integrative bioinformatics analyses to select 31 SNPs located in miRNA‐target binding sites using the miRNASNP v2.0, a solid database providing miRNA‐related SNPs for genetic research, and investigated their associations with risk of PC in two large case‐control studies totally including 1847 cases and 5713 controls. We observed that the SNP rs3802266 is significantly associated with increased risk of PC (odds ratio (OR) = 1.21, 95% confidence intervals (CI) = 1.11‐1.31, P = 1.29E‐05). Following luciferase reporter gene assays show that rs3802266‐G creates a stronger binding site for miR‐181a‐2‐3p in 3′ untranslated region (3′UTR) of the gene ZHX2. Expression quantitative trait loci (eQTL) analysis suggests that ZHX2 expression is lower in individuals carrying rs3802266‐G with increased PC risk. In conclusion, our findings highlight the involvement of miRNA‐binding SNPs in PC susceptibility and provide new clues for PC carcinogenesis.
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- 2019
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40. From observing to predicting single-cell structure and function with high-throughput/high-content microscopy
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Rafael E. Carazo Salas and Anatole Chessel
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high-content microscopy ,Computer science ,media_common.quotation_subject ,Cells ,Gene regulatory network ,Review Article ,Biochemistry ,Field (computer science) ,Machine Learning ,Microscopy ,Function (engineering) ,causal cell behaviour ,Molecular Biology ,Throughput (business) ,Review Articles ,gene regulatory networks ,genome-wide screening ,media_common ,high-throughput microscopy ,Cell function ,Data science ,High-Throughput Screening Assays ,Cell structure ,Single-Cell Analysis - Abstract
In the past 15 years, cell-based microscopy has evolved its focus from observing cell function to aiming to predict it. In particular—powered by breakthroughs in computer vision, large-scale image analysis and machine learning—high-throughput and high-content microscopy imaging have enabled to uniquely harness single-cell information to systematically discover and annotate genes and regulatory pathways, uncover systems-level interactions and causal links between cellular processes, and begin to clarify and predict causal cellular behaviour and decision making. Here we review these developments, discuss emerging trends in the field, and describe how single-cell ‘omics and single-cell microscopy are imminently in an intersecting trajectory. The marriage of these two fields will make possible an unprecedented understanding of cell and tissue behaviour and function.
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- 2019
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41. A genome-wide association study identifying single nucleotide polymorphisms in the PPFIBP2 gene was predictive for interstitial lung disease in rheumatoid arthritis patients
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Shinya Hayashi, Tsukasa Matsubara, Koji Fukuda, Toshihisa Maeda, Keiko Funahashi, Marowa Hashimoto, Yoshinori Takashima, Kenichi Kikuchi, Masahiro Fujita, Tomoyuki Matsumoto, and Ryosuke Kuroda
- Subjects
interstitial lung disease ,single nucleotide polymorphisms ,Rheumatology ,PPFIBP2 ,genome-wide screening ,RA - Abstract
Objective Genetic polymorphisms might serve as useful prognostic markers for the timely diagnosis of RA. The purpose of this study was to identify genomic factors predictive of the occurrence of interstitial lung disease (ILD) in RA by performing a genome-wide association study of genetic variants, including single nucleotide polymorphisms (SNPs). Methods The study population included 306 RA patients. All patients were treated with conventional DMARDs, including 6–16 mg MTX per week. Clinical data and venous blood samples were collected from all patients before administration of DMARDs. A total of 278 347 SNPs were analysed to determine their association with ILD occurrence. Results Several SNPs were strongly associated with ILD occurrence (P Conclusion PPFIBP2 could be a useful genetic marker for occurrence of interstitial pneumonia in RA patients and might help to identify the risk of ILD occurrence before RA treatment, thereby improving patient outcomes.
- Published
- 2022
42. Identification and Biochemical Characterization of High Mobility Group Protein 20A as a Novel Ca2+/S100A6 Target
- Author
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Yamamoto, Maho, Kondo, Rina, Hozumi, Haruka, Doi, Seita, Denda, Miwako, Magari, Masaki, Kanayama, Naoki, Hatano, Naoya, Morishita, Ryo, Tokumitsu, Hiroshi, Yamamoto, Maho, Kondo, Rina, Hozumi, Haruka, Doi, Seita, Denda, Miwako, Magari, Masaki, Kanayama, Naoki, Hatano, Naoya, Morishita, Ryo, and Tokumitsu, Hiroshi
- Abstract
During screening of protein-protein interactions, using human protein arrays carrying 19,676 recombinant glutathione s-transferase (GST)-fused human proteins, we identified the high-mobility protein group 20A (HMG20A) as a novel S100A6 binding partner. We confirmed the Ca2+-dependent interaction of HMG20A with S100A6 by the protein array method, biotinylated S100A6 overlay, and GST-pulldown assay in vitro and in transfected COS-7 cells. Co-immunoprecipitation of S100A6 with HMG20A from HeLa cells in a Ca2+-dependent manner revealed the physiological relevance of the S100A6/HMG20A interaction. In addition, HMG20A has the ability to interact with S100A1, S100A2, and S100B in a Ca2+-dependent manner, but not with S100A4, A11, A12, and calmodulin. S100A6 binding experiments using various HMG20A mutants revealed that Ca2+/S100A6 interacts with the C-terminal region (residues 311-342) of HMG20A with stoichiometric binding (HMG20A:S100A6 dimer = 1:1). This was confirmed by the fact that a GST-HMG20A mutant lacking the S100A6 binding region (residues 311-347, HMG20A-Delta C) failed to interact with endogenous S100A6 in transfected COS-7 cells, unlike wild-type HMG20A. Taken together, these results identify, for the first time, HMG20A as a target of Ca2+/S100 proteins, and may suggest a novel linkage between Ca2+/S100 protein signaling and HMG20A function, including in the regulation of neural differentiation.
- Published
- 2021
43. Identification of SYS1 as a Host Factor Required for Shiga Toxin-Mediated Cytotoxicity in Vero Cells
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Makoto Kuroda, Kentaro Hanada, Tsuyoshi Sekizuka, Chisato Sakuma, and Toshiyuki Yamaji
- Subjects
Programmed cell death ,QH301-705.5 ,Globotriaosylceramide ,Biology ,Article ,Catalysis ,Virulence factor ,Inorganic Chemistry ,chemistry.chemical_compound ,Lactosylceramide ,symbols.namesake ,Polysaccharides ,SYS1 ,Chlorocebus aethiops ,Drug Resistance, Bacterial ,Animals ,Humans ,Amino Acid Sequence ,Physical and Theoretical Chemistry ,Biology (General) ,music ,Vero Cells ,Molecular Biology ,CRISPR/CAS9 ,genome-wide screening ,QD1-999 ,Spectroscopy ,Host factor ,music.instrument ,Cell Death ,glycosphingolipid ,Organic Chemistry ,Membrane Proteins ,RNA-Binding Proteins ,Shiga toxin ,General Medicine ,Golgi apparatus ,Computer Science Applications ,Cell biology ,Vero ,Chemistry ,chemistry ,Vero cell ,biology.protein ,symbols ,CRISPR-Cas Systems ,trans-Golgi Network - Abstract
Shiga toxin (STx) or Vero toxin is a virulence factor produced by enterohemorrhagic Escherichia coli. The toxin binds to the glycosphingolipid globotriaosylceramide (Gb3) for its entry, and causes cell death by inhibiting ribosome function. Previously, we performed a loss-of-function screen in HeLa cells using a human CRISPR knockout (KO) library and identified various host genes required for STx-induced cell death. To determine whether this library targeted to the human genome is applicable to non-human primate cells and to identify previously unrecognized factors crucial for STx-induced cell death, we herein performed a similar screen in the African green monkey kidney-derived Vero C1008 subline. Many genes relevant to metabolic enzymes and membrane trafficking were enriched, although the number of enriched genes was less than that obtained in the screening for HeLa cells. Of note, several genes that had not been enriched in the previous screening were enriched: one of these genes was SYS1, which encodes a multi-spanning membrane protein in the Golgi apparatus. In SYS1 KO Vero cells, expression of Gb3 and sphingomyelin was decreased, while that of glucosylceramide and lactosylceramide was increased. In addition, loss of SYS1 inhibited the biosynthesis of protein glycans, deformed the Golgi apparatus, and perturbed the localization of trans-Golgi network protein (TGN) 46. These results indicate that the human CRISPR KO library is applicable to Vero cell lines, and SYS1 has a widespread effect on glycan biosynthesis via regulation of intra-Golgi and endosome–TGN retrograde transports.
- Published
- 2021
44. Genome-Wide Screening of Oxidizing Agent Resistance Genes in Escherichia coli
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Hannah Smith, Qinglei Gan, Jessica Wilson, Chenguang Fan, Hao Chen, and Carson Ercanbrack
- Subjects
0301 basic medicine ,Physiology ,030106 microbiology ,Clinical Biochemistry ,Hypochlorite ,hydrogen peroxide ,RM1-950 ,medicine.disease_cause ,Biochemistry ,Genome ,Article ,Microbiology ,03 medical and health sciences ,chemistry.chemical_compound ,Oxidizing agent ,medicine ,oxidative stress ,Hydrogen peroxide ,Molecular Biology ,Gene ,Escherichia coli ,genome-wide screening ,biology ,Cell Biology ,biology.organism_classification ,030104 developmental biology ,chemistry ,hypochlorite ,AKSA library ,Therapeutics. Pharmacology ,Oxidative stress ,Bacteria - Abstract
The use of oxidizing agents is one of the most favorable approaches to kill bacteria in daily life. However, bacteria have been evolving to survive in the presence of different oxidizing agents. In this study, we aimed to obtain a comprehensive list of genes whose expression can make Escherichiacoli cells resistant to different oxidizing agents. For this purpose, we utilized the ASKA library and performed a genome-wide screening of ~4200 E. coli genes. Hydrogen peroxide (H2O2) and hypochlorite (HOCl) were tested as representative oxidizing agents in this study. To further validate our screening results, we used different E. coli strains as host cells to express or inactivate selected resistance genes individually. More than 100 genes obtained in this screening were not known to associate with oxidative stress responses before. Thus, this study is expected to facilitate both basic studies on oxidative stress and the development of antibacterial agents.
- Published
- 2021
45. Genome-wide discovery and development of polymorphic microsatellites from Leishmania panamensis parasites circulating in central Panama.
- Author
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Restrepo, Carlos M., Llanes, Alejandro, De La Guardia, Carolina, and Lleonart, Ricardo
- Subjects
GENOMES ,MICROSATELLITE repeats ,LEISHMANIA ,PARASITES ,LEISHMANIASIS ,BIOMARKERS - Abstract
Background: The parasite Leishmania panamensis is the main cause of leishmaniasis in Panama. The disease is largely uncontrolled, with a rising incidence and no appropriate control measures. While microsatellites are considered some of the best genetic markers to study population genetics and molecular epidemiology in these and other parasites, none has been developed for L. panamensis. Findings: Here we have developed and tested a new panel of microsatellites for this species, based on highthroughput genome-wide screening. The new set of microsatellites is composed of seventeen loci, mainly spanning trinucleotide or longer motifs. We have evaluated the sensitivity and specificity of the panel based on a sample of 27 isolates obtained from cutaneous leishmaniasis patients from central Panama and also several reference species from both L. (Leishmania) and L. (Viannia) subgenera. The genetic equilibrium was assessed both intra- and interloci, while the reproductive mode was evaluated using several tests. The new SSR panel shows high polymorphism and sensitivity, as well as good specificity. The preliminary data described here for L. panamensis suggest extensive departure from Hardy-Weinberg proportions, significant linkage disequilibrium and strong deficit of heterozygotes. Several recombination tests involving multilocus linkage disequilibrium and a phylogenetic approach allowed rejection of frequent recombination in our dataset. Conclusions: The genome-wide strategy described here proved to be useful to identify and test new polymorphic SSR loci in Leishmania. The new panel of polymorphic microsatellites is a valuable contribution to the existing molecular markers for the study of genetic structure and other aspects of this important species. [ABSTRACT FROM AUTHOR]
- Published
- 2015
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46. NirA Is an Alternative Nitrite Reductase from Pseudomonas aeruginosa with Potential as an Antivirulence Target
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James Lazenby, Irene Bianconi, Samuel Fenn, Jonas Elmsley, Cristina Cigana, Paul Williams, Mario Juhas, Jean-Frédéric Dubern, Stephan Schwager, Miguel Cámara, Leo Eberl, Maura De Simone, Alessandra Bragonzi, Gerd Döring, University of Zurich, Goldberg, Joanna B, Fenn, Samuel, and Cámara, Miguel
- Subjects
transposon mutagenesis ,Male ,Nitrite Reductases ,Virulence Factors ,Mutant ,Virulence ,Reductase ,Biology ,580 Plants (Botany) ,medicine.disease_cause ,Microbiology ,Cell Line ,Mice ,10126 Department of Plant and Microbial Biology ,Bacterial Proteins ,Ammonia ,Virology ,medicine ,Animals ,Humans ,Pseudomonas Infections ,10211 Zurich-Basel Plant Science Center ,virulence target ,Caenorhabditis elegans ,Gene ,genome-wide screening ,Gene Library ,disease models ,Pseudomonas aeruginosa ,disease model ,2404 Microbiology ,Nitrite reductase ,QR1-502 ,Mice, Inbred C57BL ,Disease Models, Animal ,Drosophila melanogaster ,nitrite reductase ,Mutation ,2406 Virology ,Ferredoxins ,Ferredoxin—nitrite reductase ,Transposon mutagenesis ,virulence determinants ,0605 Microbiology ,Research Article - Abstract
The emergence of widespread antimicrobial resistance has led to the need for development of novel therapeutic interventions. Antivirulence strategies are an attractive alternative to classic antimicrobial therapy; however, they require identification of new specific targets which can be exploited in drug discovery programs., The opportunistic pathogen Pseudomonas aeruginosa produces an arsenal of virulence factors causing a wide range of diseases in multiple hosts and is difficult to eradicate due to its intrinsic resistance to antibiotics. With the antibacterial pipeline drying up, antivirulence therapy has become an attractive alternative strategy to the traditional use of antibiotics to treat P. aeruginosa infections. To identify P. aeruginosa genes required for virulence in multiple hosts, a random library of Tn5 mutants in strain PAO1-L was previously screened in vitro for those showing pleiotropic effects in the production of virulence phenotypes. Using this strategy, we identified a Tn5 mutant with an insertion in PA4130 showing reduced levels of a number of virulence traits in vitro. Construction of an isogenic mutant in this gene presented results similar to those for the Tn5 mutant. Furthermore, the PA4130 isogenic mutant showed substantial attenuation in disease models of Drosophila melanogaster and Caenorhabditis elegans as well as reduced toxicity in human cell lines. Mice infected with this mutant demonstrated an 80% increased survival rate in acute and agar bead lung infection models. PA4130 codes for a protein with homology to nitrite and sulfite reductases. Overexpression of PA4130 in the presence of the siroheme synthase CysG enabled its purification as a soluble protein. Methyl viologen oxidation assays with purified PA4130 showed that this enzyme is a nitrite reductase operating in a ferredoxin-dependent manner. The preference for nitrite and production of ammonium revealed that PA4130 is an ammonia:ferredoxin nitrite reductase and hence was named NirA.
- Published
- 2021
47. PBAT: A comprehensive software package for genome-wide association analysis of complex family-based studies
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Van Steen Kristel and Lange Christoph
- Subjects
association analysis ,extended pedigrees ,genome-wide screening ,quantitative and qualitative traits ,haplotypes ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract The PBAT software package (v2.5) provides a unique set of tools for complex family-based association analysis at a genome-wide level. PBAT can handle nuclear families with missing parental genotypes, extended pedigrees with missing genotypic information, analysis of single nucleotide polymorphisms (SNPs), haplotype analysis, quantitative traits, multivariate/longitudinal data and time to onset phenotypes. The data analysis can be adjusted for covariates and gene/environment interactions. Haplotype-based features include sliding windows and the reconstruction of the haplotypes of the probands. PBAT's screening tools allow the user successfully to handle the multiple comparisons problem at a genome-wide level, even for 100,000 SNPs and more. Moreover, PBAT is computationally fast. A genome scan of 300,000 SNPs in 2,000 trios takes 4 central processing unit (CPU)-days. PBAT is available for Linux, Sun Solaris and Windows XP.
- Published
- 2005
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48. A genome-scale CRISPR screen reveals factors regulating Wnt-dependent renewal of mouse gastric epithelial cells
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Yumi Terakado, Haruna Takeda, Nick Barker, Kikue Saito, Masanobu Oshima, Yoshie Jomen, and Kazuhiro Murakami
- Subjects
Adenomatous Polyposis Coli Protein ,Biology ,Receptors, G-Protein-Coupled ,Mice ,Wnt ,Lgr5 ,Organoid ,Gastric mucosa ,medicine ,Animals ,Humans ,CRISPR ,Anaplastic Lymphoma Kinase ,Wnt Signaling Pathway ,genome-wide screening ,Cell Proliferation ,Gene Library ,Gene Editing ,Glycogen Synthase Kinase 3 beta ,Multidisciplinary ,Interleukins ,Stomach ,Wnt signaling pathway ,LGR5 ,RNA-Binding Proteins ,Epithelial Cells ,Cell Biology ,Biological Sciences ,Cell biology ,Organoids ,Adult Stem Cells ,HEK293 Cells ,medicine.anatomical_structure ,Gene Expression Regulation ,Gastric Mucosa ,tissue stem cells ,CRISPR-Cas Systems ,CRISPR-Cas9 ,Stem cell ,Ex vivo ,Adult stem cell - Abstract
Significance Wnt activation is critically important during both early development and throughout adulthood for the maintenance and regeneration of tissue-resident stem cells. However, the underlying mechanism regulating Wnt-dependent epithelial renewal and differentiation in the stomach remains poorly understood. Here we apply genome-scale CRISPR-Cas9 knockout screening to three-dimensional ex vivo stomach organoids to reveal important mechanistic insight into Wnt-dependent epithelial renewal in mouse gastric epithelia. Our organoid-based screening strategy can be readily applied to a wide variety of organoids derived from different sources, potentially providing important insights on multiple biological phenomena., An ability to safely harness the powerful regenerative potential of adult stem cells for clinical applications is critically dependent on a comprehensive understanding of the underlying mechanisms regulating their activity. Epithelial organoid cultures accurately recapitulate many features of in vivo stem cell-driven epithelial renewal, providing an excellent ex vivo platform for interrogation of key regulatory mechanisms. Here, we employed a genome-scale clustered, regularly interspaced, short palindromic repeats (CRISPR) knockout (KO) screening assay using mouse gastric epithelial organoids to identify modulators of Wnt-driven stem cell-dependent epithelial renewal in the gastric mucosa. In addition to known Wnt pathway regulators, such as Apc, we found that KO of Alk, Bclaf3, or Prkra supports the Wnt independent self-renewal of gastric epithelial cells ex vivo. In adult mice, expression of these factors is predominantly restricted to non-Lgr5–expressing stem cell zones above the gland base, implicating a critical role for these factors in suppressing self-renewal or promoting differentiation of gastric epithelia. Notably, we found that Alk inhibits Wnt signaling by phosphorylating the tyrosine of Gsk3β, while Bclaf3 and Prkra suppress regenerating islet-derived (Reg) genes by regulating the expression of epithelial interleukins. Therefore, Alk, Bclaf3, and Prkra may suppress stemness/proliferation and function as novel regulators of gastric epithelial differentiation.
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- 2021
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49. Genome wide screening of RNAi factors of Sf21 cells reveal several novel pathway associated proteins.
- Author
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Ghosh, Subhanita, Kakumani, Pavan Kumar, Kumar, Ajit, Malhotra, Pawan, Mukherjee, Sunil K, and Bhatnagar, Raj K
- Abstract
Background: RNA interference (RNAi) leads to sequence specific knock-down of gene expression and has emerged as an important tool to analyse gene functions, pathway analysis and gene therapy. Although RNAi is a conserved cellular process involving common elements and factors, species-specific differences have been observed among different eukaryotes. Identification of components for RNAi pathway is pursued intensively and successful genome-wide screens have been performed for components of RNAi pathways in various organisms. Functional comparative genomics analysis offers evolutionary insight that forms basis of discoveries of novel RNAi-factors within related organisms. Keeping in view the academic and commercial utility of insect derived cell-line from Spodoptera frugiperda, we pursued the identification and functional analysis of components of RNAi-machinery of Sf21 cell-line using genome-wide application. Results: The genome and transcriptome of Sf21 was assembled and annotated. In silico application of comparative genome analysis among insects allowed us to identify several RNAi factors in Sf21 line. The candidate RNAi factors from assembled genome were validated by knockdown analysis of candidate factors using the siRNA screens on the Sf21-gfp reporter cell-line. Forty two (42) potential factors were identified using the cell based assay. These include core RNAi elements including Dicer-2, Argonaute-1, Drosha, Aubergine and auxiliary modules like chromatin factors, RNA helicases, RNA processing module, signalling allied proteins and others. Phylogenetic analyses and domain architecture revealed that Spodoptera frugiperda homologs retained identity with Lepidoptera (Bombyx mori) or Coleoptera (Tribolium castaneum) sustaining an evolutionary conserved scaffold in post-transcriptional gene silencing paradigm within insects. Conclusion: The database of RNAi-factors generated by whole genome association survey offers comprehensive outlook about conservation as well as specific differences of the proteins of RNAi machinery. Understanding the interior involved in different phases of gene silencing also offers impending tool for RNAi-based applications. [ABSTRACT FROM AUTHOR]
- Published
- 2014
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50. Isolation and Analysis of Donor Chromosomal Genes Whose Deficiency Is Responsible for Accelerating Bacterial and
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Fatin Iffah Rasyiqah Mohamad, Zoolkefli, Kazuki, Moriguchi, Yunjae, Cho, Kazuya, Kiyokawa, Shinji, Yamamoto, and Katsunori, Suzuki
- Subjects
trans-kingdom conjugation ,horizontal gene transfer ,IncP1-type plasmid ,Microbiology ,genome-wide screening ,type IV secretion system ,Original Research - Abstract
Conjugal transfer is a major driving force of genetic exchange in eubacteria, and the system in IncP1-type broad-host-range plasmids transfers DNA even to eukaryotes and archaea in a process known as trans-kingdom conjugation (TKC). Although conjugation factors encoded on plasmids have been extensively analyzed, those on the donor chromosome have not. To identify the potential conjugation factor(s), a genome-wide survey on a comprehensive collection of Escherichia coli gene knockout mutants (Keio collection) as donors to Saccharomyces cerevisiae recipients was performed using a conjugal transfer system mediated by the type IV secretion system (T4SS) of the IncP1α plasmid. Out of 3,884 mutants, three mutants (ΔfrmR, ΔsufA, and ΔiscA) were isolated, which showed an increase by one order of magnitude in both E. coli–E. coli and E. coli–yeast conjugations without an increase in the mRNA accumulation level for the conjugation related genes examined. The double-knockout mutants for these genes (ΔfrmRΔsufA and ΔiscAΔfrmR) did not show synergistic effects on the conjugation efficiency, suggesting that these factors affect a common step in the conjugation machinery. The three mutants demonstrated increased conjugation efficiency in IncP1β-type but not in IncN- and IncW-type broad-host-range plasmid transfers, and the homologous gene knockout mutants against the three genes in Agrobacterium tumefaciens also showed increased TKC efficiency. These results suggest the existence of a specific regulatory system in IncP1 plasmids that enables the control of conjugation efficiency in different hosts, which could be utilized for the development of donor strains as gene introduction tools into bacteria, eukaryotes, and archaea.
- Published
- 2020
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