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1.
bioRxiv ; 2024 Mar 31.
Article in English | MEDLINE | ID: mdl-38585946

ABSTRACT

Gene expression is a multi-step transformation of biological information from its storage form (DNA) into functional forms (protein and some RNAs). Regulatory activities at each step of this transformation multiply a single gene into a myriad of proteoforms. Proteogenomics is the study of how genomic and transcriptomic variation creates this proteoform diversity, and is limited by the challenges of modeling the complexities of gene-expression. We therefore created moPepGen, a graph-based algorithm that comprehensively enumerates proteoforms in linear time. moPepGen works with multiple technologies, in multiple species and on all types of genetic and transcriptomic data. In human cancer proteomes, it detects and quantifies previously unobserved noncanonical peptides arising from germline and somatic genomic variants, noncoding open reading frames, RNA fusions and RNA circularization. By enabling efficient identification and quantitation of previously hidden proteins in both existing and new proteomic data, moPepGen facilitates all proteogenomics applications. It is available at: https://github.com/uclahs-cds/package-moPepGen.

2.
Cancer Res ; 81(23): 5833-5848, 2021 12 01.
Article in English | MEDLINE | ID: mdl-34642184

ABSTRACT

Prostate cancer is a heterogeneous disease whose progression is linked to genome instability. However, the impact of this instability on the noncoding genome and its three-dimensional organization to aid progression is unclear. Using primary benign and tumor tissue, we find a high concordance in higher-order three-dimensional genome organization. This concordance argues for constraints to the topology of prostate tumor genomes. Nonetheless, we identified changes in focal chromatin interactions, typical of loops bridging noncoding cis-regulatory elements, and showed how structural variants can induce these changes to guide cis-regulatory element hijacking. Such events resulted in opposing differential expression of genes found at antipodes of rearrangements. Collectively, these results argue that changes to focal chromatin interactions, as opposed to higher-order genome organization, allow for aberrant gene regulation and are repeatedly mediated by structural variants in primary prostate cancer. SIGNIFICANCE: This work showcases how the noncoding genome can be hijacked by focal insults to its three-dimensional organization that contribute to prostate cancer oncogenesis.


Subject(s)
Carcinogenesis/genetics , Chromatin/genetics , Gene Expression Regulation, Neoplastic , Genome, Human , Genomic Instability , Prostatic Neoplasms/genetics , RNA, Untranslated/genetics , Carcinogenesis/pathology , Gene Rearrangement , Humans , Male , Prostatic Neoplasms/pathology , RNA-Seq
3.
Nature ; 597(7874): 119-125, 2021 09.
Article in English | MEDLINE | ID: mdl-34433969

ABSTRACT

Meningiomas are the most common primary intracranial tumour in adults1. Patients with symptoms are generally treated with surgery as there are no effective medical therapies. The World Health Organization histopathological grade of the tumour and the extent of resection at surgery (Simpson grade) are associated with the recurrence of disease; however, they do not accurately reflect the clinical behaviour of all meningiomas2. Molecular classifications of meningioma that reliably reflect tumour behaviour and inform on therapies are required. Here we introduce four consensus molecular groups of meningioma by combining DNA somatic copy-number aberrations, DNA somatic point mutations, DNA methylation and messenger RNA abundance in a unified analysis. These molecular groups more accurately predicted clinical outcomes compared with existing classification schemes. Each molecular group showed distinctive and prototypical biology (immunogenic, benign NF2 wild-type, hypermetabolic and proliferative) that informed therapeutic options. Proteogenomic characterization reinforced the robustness of the newly defined molecular groups and uncovered highly abundant and group-specific protein targets that we validated using immunohistochemistry. Single-cell RNA sequencing revealed inter-individual variations in meningioma as well as variations in intrinsic expression programs in neoplastic cells that mirrored the biology of the molecular groups identified.


Subject(s)
Biomarkers, Tumor/metabolism , Meningioma/classification , Meningioma/metabolism , Proteogenomics , DNA Methylation , Data Analysis , Drug Discovery , Female , Gene Expression Regulation, Neoplastic , Humans , Immunohistochemistry , Male , Meningioma/drug therapy , Meningioma/genetics , Mutation , RNA-Seq , Reproducibility of Results , Single-Cell Analysis
4.
mBio ; 12(3): e0136921, 2021 06 29.
Article in English | MEDLINE | ID: mdl-34154423

ABSTRACT

The interactions between a virus and its host are complex but can be broadly categorized as either viral manipulation of cellular functions or cellular responses to infection. These processes begin at the earliest point of contact between virus and cell and frequently result in changes to cellular gene expression, making genome-wide transcriptomics a useful tool to study them. Several previous studies have used transcriptomics to evaluate the cellular responses to human immunodeficiency virus type 1 (HIV-1) infection; however, none have examined events in primary CD4+ T cells during the first 24 h of infection. Here, we analyzed CD4+ T cells at 4.5, 8, 12, 24, and 48 h following infection. We describe global changes to host gene expression commencing at 4.5 h postinfection and evolving over the ensuing time points. We identify upregulation of genes related to innate immunity, cytokine production, and apoptosis and downregulation of those involved in transcription and translation. We further demonstrate that the viral accessory protein Vpr is necessary for almost all gene expression changes seen at 12 h postinfection and the majority of those seen at 48 h. Identifying this new role for Vpr not only provides fresh perspective on its possible function but also adds further insight into the interplay between HIV-1 and its host at the cellular level. IMPORTANCE HIV-1, while now treatable, remains an important human pathogen causing significant morbidity and mortality globally. The virus predominantly infects CD4+ T cells and, if not treated with medication, ultimately causes their depletion, resulting in AIDS and death. Further refining our understanding of the interaction between HIV-1 and these cells has the potential to inform further therapeutic development. Previous studies have used transcriptomics to assess gene expression changes in CD4+ T cells following HIV-1 infection; here, we provide a detailed examination of changes occurring in the first 24 h of infection. Importantly, we define the viral protein Vpr as essential for the changes observed at this early stage. This finding has significance for understanding the role of Vpr in infection and pathogenesis and also for interpreting previous transcriptomic analyses of HIV-1 infection.


Subject(s)
CD4-Positive T-Lymphocytes/virology , HIV-1/genetics , Host-Pathogen Interactions , Transcriptome/genetics , vpr Gene Products, Human Immunodeficiency Virus/genetics , Apoptosis , Cells, Cultured , HIV-1/pathogenicity , Humans , Time Factors , Virus Replication
5.
J Virol ; 94(6)2020 02 28.
Article in English | MEDLINE | ID: mdl-31748389

ABSTRACT

CpG dinucleotides are suppressed in the genomes of many vertebrate RNA viruses, including HIV-1. The cellular antiviral protein ZAP (zinc finger antiviral protein) binds CpGs and inhibits HIV-1 replication when CpGs are introduced into the viral genome. However, it is not known if ZAP-mediated restriction is the only mechanism driving CpG suppression. To determine how CpG dinucleotides affect HIV-1 replication, we increased their abundance in multiple regions of the viral genome and analyzed the effect on RNA expression, protein abundance, and infectious-virus production. We found that the antiviral effect of CpGs was not correlated with their abundance. Interestingly, CpGs inserted into some regions of the genome sensitize the virus to ZAP antiviral activity more efficiently than insertions into other regions, and this sensitivity can be modulated by interferon treatment or ZAP overexpression. Furthermore, the sensitivity of the virus to endogenous ZAP was correlated with its sensitivity to the ZAP cofactor KHNYN. Finally, we show that CpGs in some contexts can also inhibit HIV-1 replication by ZAP-independent mechanisms, and one of these is the activation of a cryptic splice site at the expense of a canonical splice site. Overall, we show that the location and sequence context of the CpG in the viral genome determines its antiviral activity.IMPORTANCE Some RNA virus genomes are suppressed in the nucleotide combination of a cytosine followed by a guanosine (CpG), indicating that they are detrimental to the virus. The antiviral protein ZAP binds viral RNA containing CpGs and prevents the virus from multiplying. However, it remains unknown how the number and position of CpGs in viral genomes affect restriction by ZAP and whether CpGs have other antiviral mechanisms. Importantly, manipulating the CpG content in viral genomes could help create new vaccines. HIV-1 shows marked CpG suppression, and by introducing CpGs into its genome, we show that ZAP efficiently targets a specific region of the viral genome, that the number of CpGs does not predict the magnitude of antiviral activity, and that CpGs can inhibit HIV-1 gene expression through a ZAP-independent mechanism. Overall, the position of CpGs in the HIV-1 genome determines the magnitude and mechanism through which they inhibit the virus.


Subject(s)
Dinucleoside Phosphates/metabolism , Gene Expression Regulation, Viral/physiology , HIV-1/physiology , RNA, Viral/metabolism , RNA-Binding Proteins/metabolism , Virus Replication/physiology , Dinucleoside Phosphates/genetics , HEK293 Cells , Humans , Muramidase , Peptide Fragments , RNA, Viral/genetics , RNA-Binding Proteins/genetics
6.
Int J Soc Psychiatry ; 56(4): 359-70, 2010 Jul.
Article in English | MEDLINE | ID: mdl-19617278

ABSTRACT

BACKGROUND: Doctors are poor at help-seeking, particularly for mental ill health; attitudes of colleagues reflecting stigmatisation may be important factors influencing decisions to seek support. AIMS: This article focuses on doctors' attitudes to depression rather than mental illness in general. It seeks to determine the extent to which doctors perceive depression is stigmatised within the medical profession and whether the level of perceived stigma affects patterns of help-seeking behaviour. METHOD: : A postal survey was sent to 1488 General Practitioners and 152 psychiatrists in Devon and Cornwall. Questions assessed stigmatising attitudes to depression; help-seeking behaviour and barriers to help-seeking. Prevalence of self-reported depression and time off work was measured. RESULTS: The response rate was 76.6%. Doctors perceived that many of their profession hold stigmatising views of depression. Some 46.2% of respondents reported that they had suffered an episode of depression. Help-seeking was significantly reduced in those with a history of depression. Barriers to help-seeking were reported as letting colleagues down (73.1%), confidentiality (53.4%), letting patients down (51.9%) and career progression (15.7%). Gender and a history of depression significantly affected help-seeking behaviour and perceived stigmatisation. Higher levels of perceived stigma increased concerns about help-seeking and reduced help-seeking from own GP or colleagues. CONCLUSION: Stigma associated with depression in doctors is endemic in the medical profession and the level of perceived stigma is related to reduced help-seeking behaviour. Efforts need to be made by the profession to reduce the stigma anticipated by those who become depressed, to enable appropriate help-seeking and support.


Subject(s)
Attitude of Health Personnel , Depressive Disorder/psychology , Depressive Disorder/rehabilitation , General Practitioners/psychology , Patient Acceptance of Health Care/psychology , Physician Impairment/psychology , Prejudice , Psychiatry , Adult , Career Mobility , Confidentiality , England , Feasibility Studies , Female , Focus Groups , Health Surveys , Humans , Interprofessional Relations , Male , Middle Aged , Physician's Role/psychology , Psychotropic Drugs/therapeutic use , Self Disclosure , Self Medication , Sex Factors , Surveys and Questionnaires
9.
J Cereb Blood Flow Metab ; 22(6): 735-45, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12045672

ABSTRACT

Microdialysis continuously monitors the chemistry of a small focal volume of the cerebral extracellular space. Conversely, positron emission tomography (PET) establishes metabolism of the whole brain, but only for the duration of the scan. The objective of this study was to apply both techniques to head-injured patients simultaneously to assess the relation between microdialysis (glucose, lactate, lactate/pyruvate [L/P] ratio, and glutamate) and PET (cerebral blood flow [CBF], cerebral blood volume, oxygen extraction fraction (OEF), and cerebral metabolic rate of oxygen) parameters. Microdialysis catheters were inserted into the frontal cerebral cortex and adipose tissue of the anterior abdominal wall of 17 severely head-injured patients. Microdialysis was performed during PET scans, with regions of interest defined by the location of the microdialysis catheter membrane. An intervention (hyperventilation) was performed in 13 patients. The results showed that combining PET and microdialysis to monitor metabolism in ventilated patients is feasible and safe, although logistically complex. There was a significant relation between the L/P ratio and the OEF (Spearman r = 0.69, P = 0.002). There was no significant relation between CBF and the microdialysis parameters. Moderate short-term hyperventilation appeared to be tolerated in terms of brain chemistry, although no areas were sampled by microdialysis where the OEF exceeded 70%. Hyperventilation causing a reduction of the arterial carbon dioxide tension by 0.9 kPa resulted in a significant elevation of the OEF, in association with a reduction in glucose, but no significant elevation in the L/P ratio or glutamate.


Subject(s)
Brain Injuries/diagnostic imaging , Brain Injuries/physiopathology , Brain/metabolism , Cerebrovascular Circulation/physiology , Tomography, Emission-Computed , Adolescent , Adult , Brain/blood supply , Brain Chemistry/physiology , Brain Injuries/metabolism , Female , Glucose/metabolism , Glutamic Acid/metabolism , Humans , Hyperventilation/diagnostic imaging , Hyperventilation/metabolism , Hyperventilation/physiopathology , Lactic Acid/metabolism , Male , Microdialysis , Middle Aged , Pyruvic Acid/metabolism
10.
J Neurosurg ; 96(6): 1013-9, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12066900

ABSTRACT

OBJECT: The aim of this study was to investigate potential episodes of cerebral ischemia during surgery for large and complicated aneurysms, by examining the effects of arterial temporary clipping and the impact of confounding variables such as blood pressure and cerebrospinal fluid (CSF) drainage. METHODS: Brain tissue PO2, PCO2, and pH, as well as temperature and extracellular glucose, lactate, pyruvate, and glutamate were monitored in 46 patients by using multiparameter sensors and microdialysis. Baseline data showed that brain tissue PO2 decreased significantly, below a mean arterial pressure (MAP) threshold of 70 mm Hg. Further evidence of its relationship with cerebral perfusion pressure was shown by an increase in mean brain tissue PO2 after drainage of CSF from the basal cisterns (Wilcoxon test, p < 0.01). Temporary clipping was required in 31 patients, with a mean total duration of 14 minutes (range 3-52 minutes), causing brain tissue PO2 to decrease and brain tissue PCO2 to increase (Wilcoxon test, p < 0.01). In patients in whom no subsequent infarction developed in the monitored region, brain tissue PO2 fell to 11 mm Hg (95% confidence interval 8-14 mm Hg). A brain tissue PO2 level below 8 mm Hg for 30 minutes was associated with infarction in any region (p < 0.05 according to the Fisher exact test); other parameters were not predictive of infarction. Intermittent occlusions of less than 30 minutes in total had little effect on extracellular chemistry. Large glutamate increases were only seen in two patients, in both of whom brain tissue PO2 during occlusion was continuously lower than 8 mm Hg for longer than 38 minutes. CONCLUSIONS: The brain tissue PO2 decreases with hypotension, and, when it is below 8 mm Hg for longer than 30 minutes during temporary clipping, it is associated with increasing extracellular glutamate levels and cerebral infarction.


Subject(s)
Blood Pressure/physiology , Cerebral Infarction/etiology , Cerebral Infarction/physiopathology , Cerebrospinal Fluid/physiology , Drainage/adverse effects , Intracranial Aneurysm/physiopathology , Intracranial Aneurysm/surgery , Microdialysis/adverse effects , Monitoring, Intraoperative/adverse effects , Oxygen Consumption/physiology , Oxygen/analysis , Surgical Instruments/adverse effects , Adult , Aged , Female , Glucose/analysis , Glutamic Acid/analysis , Humans , Intracranial Aneurysm/complications , Lactic Acid/analysis , Male , Middle Aged , Pyruvic Acid/analysis
11.
Neurosurgery ; 50(6): 1213-21; discussion 1221-2, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12015838

ABSTRACT

OBJECTIVE: A prospective observational study was conducted to investigate whether episodes of ischemia are detected by continuous cerebral monitoring and whether such episodes are related to clinical outcome. METHODS: Forty patients (35 after subarachnoid hemorrhage and 5 after complex aneurysm surgery) were monitored for a total of 174 days (mean, 4 d; range, 1-12 d). Brain tissue partial pressures of oxygen and carbon dioxide, pH, and temperature were measured continuously using Neurotrend sensors (Codman, Bracknell, England). Bedside analysis of extracellular chemistry was performed hourly using microdialysis. Glasgow Outcome Scale score was assessed at 3 to 6 months. RESULTS: Patients with poor World Federation of Neurosurgical Societies grades (4 and 5) or an unfavorable outcome (severe disability or death) had, on average, higher lactate and lactate/pyruvate ratio but lower glucose/lactate ratio (P < or = 0.05). Brain tissue partial pressure of oxygen decreased to below 1.1 kPa in 78% of the patients for 18% (95% confidence interval, 12-24%) of time monitored. There were 197 episodes in which brain tissue partial pressures of oxygen decreased to below 1.1 kPa for at least 30 minutes. Unfavorable outcome was associated with more of these episodes (8.8 episodes; 95% confidence interval, 4.4-13.2 episodes) than favorable outcome (2.2 episodes; 95% confidence interval, 1.1-3.3 episodes), as well as an episode of glutamate levels of more than 10 micromol/L or lactate/pyruvate ratio more than 40 (P < 0.05, chi(2) test). CONCLUSION: Intraparenchymal oximetry and microdialysis can detect but fail to predict the development of delayed cerebral ischemia. There were associations between episodes of low brain oxygen, abnormal microdialysis, and unfavorable outcome, but these associations were weak.


Subject(s)
Brain Ischemia/diagnosis , Brain Ischemia/etiology , Brain/metabolism , Microdialysis , Monitoring, Physiologic/methods , Oxygen/metabolism , Subarachnoid Hemorrhage/complications , Brain Ischemia/metabolism , Carbon Dioxide/metabolism , Cerebral Angiography/adverse effects , Cerebral Infarction/etiology , Cerebral Infarction/mortality , Cerebral Infarction/physiopathology , Disabled Persons , Glutamic Acid/metabolism , Hematoma/etiology , Humans , Hydrogen-Ion Concentration , Lactic Acid/metabolism , Microdialysis/adverse effects , Partial Pressure , Prospective Studies , Pyruvic Acid/metabolism , Recurrence , Subarachnoid Hemorrhage/etiology , Treatment Outcome
12.
J Neurosurg ; 96(2): 263-8, 2002 Feb.
Article in English | MEDLINE | ID: mdl-11838800

ABSTRACT

OBJECT: The benefits of measuring cerebral oxygenation in patients with brain injury are well accepted; however, jugular bulb oximetry, which is currently the most popular monitoring technique used has several shortcomings. The goal of this study was to validate the use of a new multiparameter sensor that measures brain tissue oxygenation and metabolism (Neurotrend) by comparing it with positron emission tomography (PET) scanning. METHODS: A Neurotrend sensor was inserted into the frontal region of the brain in 19 patients admitted to the neurointensive care unit. After a period of stabilization, the patients were transferred to the PET scanner suite where C15O, 15O2, and H2(15)O PET scans were obtained to facilitate calculation of regional cerebral blood volume, O2 metabolism, blood flow, and O2 extraction fraction (OEF). Patients were given hyperventilation therapy to decrease arterial CO2 by approximately 1 kPa (7.5 mm Hg) and the same sequence of PET scans was repeated. For each scanning sequence, end-capillary O2 tension (PvO2) was calculated from the OEF and compared with the reading of brain tissue O2 pressure (PbO2) provided by the sensor. In three patients the sensor was inserted into areas of contusion and these patients were eliminated from the analysis. In the subset of 16 patients in whom the sensor was placed in healthy brain, no correlation was found between the absolute values of PbO2 and PvO2 (r = 0.2, p = 0.29); however a significant correlation was obtained between the change in PbO2 (deltaPbO2) and the change in PvO2 (deltaPvO2) produced by hyperventilation in a 20-mm region of interest around the sensor (p = 0.78, p = 0.0035). CONCLUSIONS: The lack of correlation between the absolute values of PbO2 and PvO2 indicates that PbO2 cannot be used as a substitute for PvO2. Nevertheless, the positive correlation between deltaPbO2 and deltaPvO2 when the sensor had been inserted into healthy brain suggests that tissue PO2 monitoring may provide a useful tool to assess the effect of therapeutic interventions in brain injury.


Subject(s)
Brain Injuries/diagnostic imaging , Brain Injuries/metabolism , Brain/diagnostic imaging , Brain/metabolism , Monitoring, Physiologic/instrumentation , Monitoring, Physiologic/methods , Oximetry/instrumentation , Oximetry/methods , Oxygen/analysis , Sensory Aids , Tomography, Emission-Computed , Adult , Blood Volume/physiology , Brain/physiopathology , Brain Injuries/physiopathology , Cerebrovascular Circulation/physiology , Female , Humans , Hyperventilation/diagnostic imaging , Hyperventilation/metabolism , Hyperventilation/physiopathology , Male , Middle Aged , Regression Analysis
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