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1.
Proc Natl Acad Sci U S A ; 120(11): e2217422120, 2023 03 14.
Article in English | MEDLINE | ID: mdl-36888663

ABSTRACT

Somatic mutations are highly enriched at transcription factor (TF) binding sites, with the strongest trend being observed for ultraviolet light (UV)-induced mutations in melanomas. One of the main mechanisms proposed for this hypermutation pattern is the inefficient repair of UV lesions within TF-binding sites, caused by competition between TFs bound to these lesions and the DNA repair proteins that must recognize the lesions to initiate repair. However, TF binding to UV-irradiated DNA is poorly characterized, and it is unclear whether TFs maintain specificity for their DNA sites after UV exposure. We developed UV-Bind, a high-throughput approach to investigate the impact of UV irradiation on protein-DNA binding specificity. We applied UV-Bind to ten TFs from eight structural families, and found that UV lesions significantly altered the DNA-binding preferences of all the TFs tested. The main effect was a decrease in binding specificity, but the precise effects and their magnitude differ across factors. Importantly, we found that despite the overall reduction in DNA-binding specificity in the presence of UV lesions, TFs can still compete with repair proteins for lesion recognition, in a manner consistent with their specificity for UV-irradiated DNA. In addition, for a subset of TFs, we identified a surprising but reproducible effect at certain nonconsensus DNA sequences, where UV irradiation leads to a high increase in the level of TF binding. These changes in DNA-binding specificity after UV irradiation, at both consensus and nonconsensus sites, have important implications for the regulatory and mutagenic roles of TFs in the cell.


Subject(s)
Transcription Factors , Ultraviolet Rays , Humans , Transcription Factors/metabolism , Binding Sites/genetics , Protein Binding/genetics , DNA/metabolism
2.
Genes Dev ; 29(9): 948-60, 2015 May 01.
Article in English | MEDLINE | ID: mdl-25934506

ABSTRACT

We developed a method for genome-wide mapping of DNA excision repair named XR-seq (excision repair sequencing). Human nucleotide excision repair generates two incisions surrounding the site of damage, creating an ∼30-mer. In XR-seq, this fragment is isolated and subjected to high-throughput sequencing. We used XR-seq to produce stranded, nucleotide-resolution maps of repair of two UV-induced DNA damages in human cells: cyclobutane pyrimidine dimers (CPDs) and (6-4) pyrimidine-pyrimidone photoproducts [(6-4)PPs]. In wild-type cells, CPD repair was highly associated with transcription, specifically with the template strand. Experiments in cells defective in either transcription-coupled excision repair or general excision repair isolated the contribution of each pathway to the overall repair pattern and showed that transcription-coupled repair of both photoproducts occurs exclusively on the template strand. XR-seq maps capture transcription-coupled repair at sites of divergent gene promoters and bidirectional enhancer RNA (eRNA) production at enhancers. XR-seq data also uncovered the repair characteristics and novel sequence preferences of CPDs and (6-4)PPs. XR-seq and the resulting repair maps will facilitate studies of the effects of genomic location, chromatin context, transcription, and replication on DNA repair in human cells.


Subject(s)
DNA Damage/radiation effects , DNA Repair/genetics , Nucleotides/genetics , Ultraviolet Rays , Cell Line , Enhancer Elements, Genetic/genetics , Genome-Wide Association Study , Humans , Promoter Regions, Genetic/genetics , Pyrimidine Dimers/genetics , Transcription, Genetic/genetics
3.
J Clin Microbiol ; 60(1): e0169821, 2022 01 19.
Article in English | MEDLINE | ID: mdl-34757834

ABSTRACT

This first pilot trial on external quality assessment (EQA) of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) whole-genome sequencing, initiated by the European Society of Clinical Microbiology and Infectious Diseases (ESCMID) Study Group for Genomic and Molecular Diagnostics (ESGMD) and the Swiss Society for Microbiology (SSM), aims to build a framework between laboratories in order to improve pathogen surveillance sequencing. Ten samples with various viral loads were sent out to 15 clinical laboratories that had free choice of sequencing methods and bioinformatic analyses. The key aspects on which the individual centers were compared were the identification of (i) single nucleotide polymorphisms (SNPs) and indels, (ii) Pango lineages, and (iii) clusters between samples. The participating laboratories used a wide array of methods and analysis pipelines. Most were able to generate whole genomes for all samples. Genomes were sequenced to various depths (up to a 100-fold difference across centers). There was a very good consensus regarding the majority of reporting criteria, but there were a few discrepancies in lineage and cluster assignments. Additionally, there were inconsistencies in variant calling. The main reasons for discrepancies were missing data, bioinformatic choices, and interpretation of data. The pilot EQA was overall a success. It was able to show the high quality of participating laboratories and provide valuable feedback in cases where problems occurred, thereby improving the sequencing setup of laboratories. A larger follow-up EQA should, however, improve on defining the variables and format of the report. Additionally, contamination and/or minority variants should be a further aspect of assessment.


Subject(s)
COVID-19 , SARS-CoV-2 , Humans , Laboratories , Laboratories, Clinical , Pilot Projects
4.
Int J Mol Sci ; 22(11)2021 May 28.
Article in English | MEDLINE | ID: mdl-34071702

ABSTRACT

Cisplatin is a chemotherapy drug that kills cancer cells by damaging their DNA. In human cells, this damage is repaired primarily by nucleotide excision repair. While cisplatin is generally effective, many cancers exhibit initial or acquired resistance to it. Here, we studied cisplatin resistance in a defined cell line system. We conducted a comprehensive genomic characterization of the cisplatin-sensitive A2780 ovarian cancer cell line compared to A2780cis, its resistant derivative. The resistant cells acquired less damage, but had similar repair kinetics. Genome-wide mapping of nucleotide excision repair showed a shift in the resistant cells from global genome towards transcription-coupled repair. By mapping gene expression changes following cisplatin treatment, we identified 56 upregulated genes that have higher basal expression in the resistant cell line, suggesting they are primed for a cisplatin response. More than half of these genes are novel to cisplatin- or damage-response. Six out of seven primed genes tested were upregulated in response to cisplatin in additional cell lines, making them attractive candidates for future investigation. These novel candidates for cisplatin resistance could prove to be important prognostic markers or targets for tailored combined therapy in the future.


Subject(s)
Cisplatin/pharmacology , Drug Resistance, Neoplasm/genetics , Genome/drug effects , Antineoplastic Agents/pharmacology , Biomarkers, Tumor , Cell Line, Tumor , DNA Damage/drug effects , DNA Repair/drug effects , Female , Gene Expression/drug effects , Humans , Neoplasms/drug therapy , Neoplasms/genetics , Neoplasms/metabolism , Ovarian Neoplasms/drug therapy , Ovarian Neoplasms/genetics , Ovarian Neoplasms/metabolism
5.
Proc Natl Acad Sci U S A ; 114(26): 6758-6763, 2017 06 27.
Article in English | MEDLINE | ID: mdl-28607063

ABSTRACT

Formation and repair of UV-induced DNA damage in human cells are affected by cellular context. To study factors influencing damage formation and repair genome-wide, we developed a highly sensitive single-nucleotide resolution damage mapping method [high-sensitivity damage sequencing (HS-Damage-seq)]. Damage maps of both cyclobutane pyrimidine dimers (CPDs) and pyrimidine-pyrimidone (6-4) photoproducts [(6-4)PPs] from UV-irradiated cellular and naked DNA revealed that the effect of transcription factor binding on bulky adducts formation varies, depending on the specific transcription factor, damage type, and strand. We also generated time-resolved UV damage maps of both CPDs and (6-4)PPs by HS-Damage-seq and compared them to the complementary repair maps of the human genome obtained by excision repair sequencing to gain insight into factors that affect UV-induced DNA damage and repair and ultimately UV carcinogenesis. The combination of the two methods revealed that, whereas UV-induced damage is virtually uniform throughout the genome, repair is affected by chromatin states, transcription, and transcription factor binding, in a manner that depends on the type of DNA damage.


Subject(s)
Chromosome Mapping , DNA Adducts/genetics , DNA Damage , Genome, Human , Pyrimidine Dimers/genetics , Ultraviolet Rays/adverse effects , Cell Line , Humans
6.
Proc Natl Acad Sci U S A ; 114(26): 6752-6757, 2017 06 27.
Article in English | MEDLINE | ID: mdl-28607059

ABSTRACT

Benzo[a]pyrene (BaP), a polycyclic aromatic hydrocarbon, is the major cause of lung cancer. BaP forms covalent DNA adducts after metabolic activation and induces mutations. We have developed a method for capturing oligonucleotides carrying bulky base adducts, including UV-induced cyclobutane pyrimidine dimers (CPDs) and BaP diol epoxide-deoxyguanosine (BPDE-dG), which are removed from the genome by nucleotide excision repair. The isolated oligonucleotides are ligated to adaptors, and after damage-specific immunoprecipitation, the adaptor-ligated oligonucleotides are converted to dsDNA with an appropriate translesion DNA synthesis (TLS) polymerase, followed by PCR amplification and next-generation sequencing (NGS) to generate genome-wide repair maps. We have termed this method translesion excision repair-sequencing (tXR-seq). In contrast to our previously described XR-seq method, tXR-seq does not depend on repair/removal of the damage in the excised oligonucleotides, and thus it is applicable to essentially all DNA damages processed by nucleotide excision repair. Here we present the excision repair maps for CPDs and BPDE-dG adducts generated by tXR-Seq for the human genome. In addition, we report the sequence specificity of BPDE-dG excision repair using tXR-seq.


Subject(s)
Benzo(a)pyrene/toxicity , Carcinogens/toxicity , Cigarette Smoking/genetics , DNA Repair , Genome, Human , Genome-Wide Association Study , Cell Line , Cigarette Smoking/adverse effects , Humans
7.
Proc Natl Acad Sci U S A ; 113(15): E2124-33, 2016 Apr 12.
Article in English | MEDLINE | ID: mdl-27036006

ABSTRACT

We recently developed a high-resolution genome-wide assay for mapping DNA excision repair named eXcision Repair-sequencing (XR-seq) and have now used XR-seq to determine which regions of the genome are subject to repair very soon after UV exposure and which regions are repaired later. Over a time course, we measured repair of the UV-induced damage of cyclobutane pyrimidine dimers (CPDs) (at 1, 4, 8, 16, 24, and 48 h) and (6-4)pyrimidine-pyrimidone photoproducts [(6-4)PPs] (at 5 and 20 min and 1, 2, and 4 h) in normal human skin fibroblasts. Each type of damage has distinct repair kinetics. The (6-4)PPs are detected as early as 5 min after UV treatment, with the bulk of repair completed by 4 h. Repair of CPDs, which we previously showed is intimately coupled to transcription, is slower and in certain regions persists even 2 d after UV irradiation. We compared our results to the Encyclopedia of DNA Elements data regarding histone modifications, chromatin state, and transcription. For both damage types, and for both transcription-coupled and general excision repair, the earliest repair occurred preferentially in active and open chromatin states. Conversely, repair in regions classified as "heterochromatic" and "repressed" was relatively low at early time points, with repair persisting into the late time points. Damage that remains during DNA replication increases the risk for mutagenesis. Indeed, late-repaired regions are associated with a higher level of cancer-linked mutations. In summary, we show that XR-seq is a powerful approach for studying relationships among chromatin state, DNA repair, genome stability, mutagenesis, and carcinogenesis.


Subject(s)
Chromatin/genetics , DNA Repair/genetics , Genome, Human/genetics , Ultraviolet Rays/adverse effects , Cell Line , Humans , Kinetics , Melanoma/genetics , Mutagenesis/genetics , Sequence Analysis, DNA/methods
8.
Proc Natl Acad Sci U S A ; 113(41): 11507-11512, 2016 10 11.
Article in English | MEDLINE | ID: mdl-27688757

ABSTRACT

Cisplatin is a major anticancer drug that kills cancer cells by damaging their DNA. Cancer cells cope with the drug by removal of the damages with nucleotide excision repair. We have developed methods to measure cisplatin adduct formation and its repair at single-nucleotide resolution. "Damage-seq" relies on the replication-blocking properties of the bulky base lesions to precisely map their location. "XR-seq" independently maps the removal of these damages by capturing and sequencing the excised oligomer released during repair. The damage and repair maps we generated reveal that damage distribution is essentially uniform and is dictated mostly by the underlying sequence. In contrast, cisplatin repair is heterogeneous in the genome and is affected by multiple factors including transcription and chromatin states. Thus, the overall effect of damages in the genome is primarily driven not by damage formation but by the repair efficiency. The combination of the Damage-seq and XR-seq methods has the potential for developing novel cancer therapeutic strategies.


Subject(s)
Cisplatin/pharmacology , DNA Damage/genetics , Genome, Human , Nucleotides/genetics , Base Sequence , Cell Line , DNA Repair/drug effects , DNA Repair/genetics , Humans , Nucleosomes/metabolism
9.
J Biol Chem ; 292(38): 15588-15597, 2017 09 22.
Article in English | MEDLINE | ID: mdl-28798238

ABSTRACT

Nucleotide excision repair is a major DNA repair mechanism in all cellular organisms. In this repair system, the DNA damage is removed by concerted dual incisions bracketing the damage and at a precise distance from the damage. Here, we review the basic mechanisms of excision repair in Escherichia coli and humans and the recent genome-wide mapping of DNA damage and repair in these organisms at single-nucleotide resolution.


Subject(s)
Chromosome Mapping/methods , DNA Repair/genetics , Escherichia coli/genetics , DNA Damage , Humans
10.
J Biol Chem ; 289(8): 5013-24, 2014 Feb 21.
Article in English | MEDLINE | ID: mdl-24385426

ABSTRACT

The mammalian circadian clock is a molecular oscillator composed of a feedback loop that involves transcriptional activators CLOCK and BMAL1, and repressors Cryptochrome (CRY) and Period (PER). Here we show that a direct CLOCK·BMAL1 target gene, Gm129, is a novel regulator of the feedback loop. ChIP analysis revealed that the CLOCK·BMAL1·CRY1 complex strongly occupies the promoter region of Gm129. Both mRNA and protein levels of GM129 exhibit high amplitude circadian oscillations in mouse liver, and Gm129 gene encodes a nuclear-localized protein that directly interacts with BMAL1 and represses CLOCK·BMAL1 activity. In vitro and in vivo protein-DNA interaction results demonstrate that, like CRY1, GM129 functions as a repressor by binding to the CLOCK·BMAL1 complex on DNA. Although Gm129(-/-) or Cry1(-/-) Gm129(-/-) mice retain a robust circadian rhythm, the peaks of Nr1d1 and Dbp mRNAs in liver exhibit a significant phase delay compared with control. Our results suggest that, in addition to CRYs and PERs, the GM129 protein contributes to the transcriptional feedback loop by modulating CLOCK·BMAL1 activity as a transcriptional repressor.


Subject(s)
Circadian Clocks/genetics , Gene Expression Regulation , Repressor Proteins/metabolism , Transcription, Genetic , Animals , CLOCK Proteins/metabolism , Cell Nucleus/metabolism , Chromatin Immunoprecipitation , Cryptochromes/metabolism , DNA/metabolism , Liver/metabolism , Mice , Mice, Knockout , Models, Biological , Multiprotein Complexes/metabolism , NIH 3T3 Cells , Nuclear Proteins/metabolism , Protein Binding , Protein Transport , Repressor Proteins/deficiency , Repressor Proteins/genetics
11.
Cell Genom ; 4(8): 100635, 2024 Aug 14.
Article in English | MEDLINE | ID: mdl-39146802

ABSTRACT

The mutational landscape of an individual's cancer can inform on its molecular state and be used as prognostic and therapeutic markers. The study by Barbour et al.1 analyzes mutational patterns in bladder cancer samples to uncover new biological insights into the ERCC2 gene function and develop new predictive prognostic tools.


Subject(s)
Mutation , Urinary Bladder Neoplasms , Humans , Prognosis , Urinary Bladder Neoplasms/genetics , Urinary Bladder Neoplasms/therapy , Genomics/methods , Xeroderma Pigmentosum Group D Protein/genetics , Neoplasms/genetics , Neoplasms/therapy , Biomarkers, Tumor/genetics
12.
J Mol Biol ; 436(6): 168450, 2024 03 15.
Article in English | MEDLINE | ID: mdl-38246411

ABSTRACT

Helix-distorting DNA damages block RNA and DNA polymerase, compromising cell function and fate. In human cells, these damages are removed primarily by nucleotide excision repair (NER). Here, we describe damage-sensing PCR (dsPCR), a PCR-based method for the detection of these DNA damages. Exposure to DNA damaging agents results in lower PCR signal in comparison to non-damaged DNA, and repair is measured as the restoration of PCR signal over time. We show that the method successfully detects damages induced by ultraviolet (UV) radiation, by the carcinogenic component of cigarette smoke benzo[a]pyrene diol epoxide (BPDE) and by the chemotherapeutic drug cisplatin. Damage removal measured by dsPCR in a heterochromatic region is less efficient than in a transcribed and accessible region. Furthermore, lower repair is measured in repair-deficient knock-out cells. This straight-forward method could be applied by non-DNA repair experts to study the involvement of their gene-of-interest in repair. Furthermore, this method is fully amenable for high-throughput screening of DNA repair activity.


Subject(s)
DNA Adducts , DNA Damage , DNA Repair , Humans , Carcinogens/toxicity , DNA/drug effects , DNA/radiation effects , DNA Adducts/analysis , DNA Repair/genetics , Polymerase Chain Reaction/methods
13.
Nat Commun ; 15(1): 7089, 2024 Aug 17.
Article in English | MEDLINE | ID: mdl-39154022

ABSTRACT

Transcription-blocking lesions (TBLs) stall elongating RNA polymerase II (Pol II), which then initiates transcription-coupled repair (TCR) to remove TBLs and allow transcription recovery. In the absence of TCR, eviction of lesion-stalled Pol II is required for alternative pathways to address the damage, but the mechanism is unclear. Using Protein-Associated DNA Damage Sequencing (PADD-seq), this study reveals that the p97-proteasome pathway can evict lesion-stalled Pol II independently of repair. Both TCR and repair-independent eviction require CSA and ubiquitination. However, p97 is dispensable for TCR and Pol II eviction in TCR-proficient cells, highlighting repair's prioritization over repair-independent eviction. Moreover, ubiquitination of RPB1-K1268 is important for both pathways, with USP7's deubiquitinase activity promoting TCR without abolishing repair-independent Pol II release. In summary, this study elucidates the fate of lesion-stalled Pol II, and may shed light on the molecular basis of genetic diseases caused by the defects of TCR genes.


Subject(s)
DNA Damage , DNA Repair , RNA Polymerase II , Transcription, Genetic , Ubiquitination , RNA Polymerase II/metabolism , Humans , Ubiquitin-Specific Peptidase 7/metabolism , Ubiquitin-Specific Peptidase 7/genetics , Valosin Containing Protein/metabolism , Valosin Containing Protein/genetics , Proteasome Endopeptidase Complex/metabolism , Excision Repair
14.
Life Sci Alliance ; 7(3)2024 Mar.
Article in English | MEDLINE | ID: mdl-38167611

ABSTRACT

Bulky DNA damages block transcription and compromise genome integrity and function. The cellular response to these damages includes global transcription shutdown. Still, active transcription is necessary for transcription-coupled repair and for induction of damage-response genes. To uncover common features of a general bulky DNA damage response, and to identify response-related transcripts that are expressed despite damage, we performed a systematic RNA-seq study comparing the transcriptional response to three independent damage-inducing agents: UV, the chemotherapy cisplatin, and benzo[a]pyrene, a component of cigarette smoke. Reduction in gene expression after damage was associated with higher damage rates, longer gene length, and low GC content. We identified genes with relatively higher expression after all three damage treatments, including NR4A2, a potential novel damage-response transcription factor. Up-regulated genes exhibit higher exon content that is associated with preferential repair, which could enable rapid damage removal and transcription restoration. The attenuated response to BPDE highlights that not all bulky damages elicit the same response. These findings frame gene architecture as a major determinant of the transcriptional response that is hardwired into the human genome.


Subject(s)
DNA Damage , DNA Repair , Humans , DNA Repair/genetics , DNA Damage/genetics , Benzo(a)pyrene/pharmacology , Benzo(a)pyrene/metabolism , Gene Expression Regulation/genetics , Genome, Human/genetics
15.
Nat Cell Biol ; 26(5): 797-810, 2024 May.
Article in English | MEDLINE | ID: mdl-38600235

ABSTRACT

Covalent DNA-protein cross-links (DPCs) are toxic DNA lesions that block replication and require repair by multiple pathways. Whether transcription blockage contributes to the toxicity of DPCs and how cells respond when RNA polymerases stall at DPCs is unknown. Here we find that DPC formation arrests transcription and induces ubiquitylation and degradation of RNA polymerase II. Using genetic screens and a method for the genome-wide mapping of DNA-protein adducts, DPC sequencing, we discover that Cockayne syndrome (CS) proteins CSB and CSA provide resistance to DPC-inducing agents by promoting DPC repair in actively transcribed genes. Consequently, CSB- or CSA-deficient cells fail to efficiently restart transcription after induction of DPCs. In contrast, nucleotide excision repair factors that act downstream of CSB and CSA at ultraviolet light-induced DNA lesions are dispensable. Our study describes a transcription-coupled DPC repair pathway and suggests that defects in this pathway may contribute to the unique neurological features of CS.


Subject(s)
Cockayne Syndrome , DNA Helicases , DNA Repair Enzymes , DNA Repair , Poly-ADP-Ribose Binding Proteins , RNA Polymerase II , Humans , Cockayne Syndrome/genetics , Cockayne Syndrome/metabolism , Cockayne Syndrome/pathology , DNA Adducts/metabolism , DNA Adducts/genetics , DNA Damage , DNA Helicases/metabolism , DNA Helicases/genetics , DNA Repair Enzymes/metabolism , DNA Repair Enzymes/genetics , Excision Repair , Poly-ADP-Ribose Binding Proteins/metabolism , Poly-ADP-Ribose Binding Proteins/genetics , Receptors, Interleukin-17 , RNA Polymerase II/metabolism , RNA Polymerase II/genetics , Transcription Factors , Transcription, Genetic , Ubiquitination , Ultraviolet Rays
16.
EMBO J ; 28(4): 383-93, 2009 Feb 18.
Article in English | MEDLINE | ID: mdl-19153606

ABSTRACT

DNA replication across blocking lesions occurs by translesion DNA synthesis (TLS), involving a multitude of mutagenic DNA polymerases that operate to protect the mammalian genome. Using a quantitative TLS assay, we identified three main classes of TLS in human cells: two rapid and error-free, and the third slow and error-prone. A single gene, REV3L, encoding the catalytic subunit of DNA polymerase zeta (pol zeta), was found to have a pivotal role in TLS, being involved in TLS across all lesions examined, except for a TT cyclobutane dimer. Genetic epistasis siRNA analysis indicated that discrete two-polymerase combinations with pol zeta dictate error-prone or error-free TLS across the same lesion. These results highlight the central role of pol zeta in both error-prone and error-free TLS in mammalian cells, and show that bypass of a single lesion may involve at least three different DNA polymerases, operating in different two-polymerase combinations.


Subject(s)
DNA Damage , DNA Replication , DNA-Directed DNA Polymerase/metabolism , DNA/chemistry , DNA/metabolism , Animals , Cell Line, Tumor , DNA-Directed DNA Polymerase/chemistry , Dimerization , Epistasis, Genetic , Humans , Kinetics , Mice , Mutagenesis , Pyrimidine Dimers/chemistry , RNA, Small Interfering/metabolism , Xeroderma Pigmentosum Group A Protein/metabolism
17.
DNA Repair (Amst) ; 130: 103549, 2023 10.
Article in English | MEDLINE | ID: mdl-37566959

ABSTRACT

DNA damages compromise cell function and fate. Cells of all organisms activate a global DNA damage response that includes a signaling stress response, activation of checkpoints, and recruitment of repair enzymes. Especially deleterious are bulky, helix-distorting damages that block transcription and replication. Due to their miscoding nature, these damages lead to mutations and cancer. In human cells, bulky DNA damages are repaired by nucleotide excision repair (NER). To date, the basic mechanism of NER in naked DNA is well defined. Still, there is a fundamental gap in our understanding of how repair is orchestrated despite the packaging of DNA in chromatin, and how it is coordinated with active transcription and replication. The last decade has brought forth huge advances in our ability to detect and assay bulky DNA damages and their repair at single nucleotide resolution across the human genome. Here we review recent findings on the effect of chromatin and DNA-binding proteins on the formation of bulky DNA damages, and novel insights on NER, provided by the recent application of genomic methods.


Subject(s)
DNA Damage , DNA Repair , Humans , DNA/metabolism , Chromatin/genetics , Genomics
18.
Comput Struct Biotechnol J ; 21: 5531-5537, 2023.
Article in English | MEDLINE | ID: mdl-38034403

ABSTRACT

The Cancer Genome Atlas (TCGA) and analogous projects have yielded invaluable tumor-associated genomic data. Despite several web-based platforms designed to enhance accessibility, certain analyses require prior bioinformatic expertise. To address this need, we developed Gene ENrichment Identifier (GENI, https://www.shaullab.com/geni), which is designed to promptly compute correlations for genes of interest against the entire transcriptome and rank them against well-established biological gene sets. Additionally, it generates comprehensive tables containing genes of interest and their corresponding correlation coefficients, presented in publication-quality graphs. Furthermore, GENI has the capability to analyze multiple genes simultaneously within a given gene set, elucidating their significance within a specific biological context. Overall, GENI's user-friendly interface simplifies the biological interpretation and analysis of cancer patient-associated data, advancing the understanding of cancer biology and accelerating scientific discoveries.

19.
Microbiol Spectr ; 10(4): e0073622, 2022 08 31.
Article in English | MEDLINE | ID: mdl-35758686

ABSTRACT

COVID-19 is caused by SARS-CoV-2, several virulent variants of which have emerged since 2019. More than 529 million people have been infected, and at least 6 million have died. Our aim was to develop a fast, accurate, low-cost method for detecting and identifying newly emerging variants of concern (VOCs) that could pose a global threat. The 341-bp DNA sequence of a specific region of the SARS-CoV-2's spike protein was amplified by a one-step PCR on RNA samples from 46 patients. The product was sequenced using next-generation sequencing (NGS). DNA sequences from seven genomes, the original Wuhan isolate and six different representative variants obtained from the GISAID website, were used as references. Complete whole-genome sequences from local isolates were also obtained from the GISAID website, and their RNA was used for comparison. We used an amplicon-based NGS method (termed VOC-NGS) for genotyping and successfully identified all 46 samples. Fifteen (32.6%) were like the original isolate. Twenty-seven were VOCs: nine (19.5%) Alpha, eight (19%) Delta, six (14%) Beta, and four (8.7%) Omicron. Two were variants of interest (VOI): one (2%) Kappa and one (2%) Zeta. Two samples were mixtures of two variants, one of Alpha and Beta and one of Alpha and Delta. The Spearman correlation between whole-genome sequencing (WGS) and VOC-NGS was significant (P < 0.001) with perfect agreement (Kappa = 0.916) for 36/38 (94.7%) samples with VOC-NGS detecting all the known VOCs. Genotyping by VOC-NGS enables rapid screening of high-throughput clinical samples that includes the identification of VOCs and mixtures of variants, at lower cost than WGS. IMPORTANCE The manuscript described SARS-Cov-2 genotyping by VOC-NGS, which presents an ideal balance of accuracy, rapidity, and cost for detecting and globally tracking VOCs and some VOI of SARS-CoV-2. A large number of clinical samples can be tested together. Rapid introduction of new mutations at a specific site of the spike protein necessitates efficient strain detection and identification to enable choice of treatment and the application of vaccination, as well as planning public health policy.


Subject(s)
COVID-19 , SARS-CoV-2 , COVID-19/diagnosis , High-Throughput Nucleotide Sequencing , Humans , Mutation , RNA , SARS-CoV-2/genetics , Spike Glycoprotein, Coronavirus/genetics
20.
Viruses ; 14(7)2022 07 21.
Article in English | MEDLINE | ID: mdl-35891570

ABSTRACT

SARS-CoV-2 Omicron variant has been characterized by decreased clinical severity, raising the question of whether early variant-specific interactions within the mucosal surfaces of the respiratory tract could mediate its attenuated pathogenicity. Here, we employed ex vivo infection of native human nasal and lung tissues to investigate the local-mucosal susceptibility and innate immune response to Omicron compared to Delta and earlier SARS-CoV-2 variants of concern (VOC). We show that the replication of Omicron in lung tissues is highly restricted compared to other VOC, whereas it remains relatively unchanged in nasal tissues. Mechanistically, Omicron induced a much stronger antiviral interferon response in infected tissues compared to Delta and earlier VOC-a difference, which was most striking in the lung tissues, where the innate immune response to all other SARS-CoV-2 VOC was blunted. Notably, blocking the innate immune signaling restored Omicron replication in the lung tissues. Our data provide new insights to the reduced lung involvement and clinical severity of Omicron.


Subject(s)
COVID-19 , Interferons , Lung , COVID-19/immunology , Humans , Interferons/immunology , Lung/immunology , Lung/virology , SARS-CoV-2/physiology , Virus Replication
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