36 results on '"Shulha HP"'
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2. Participant-reported neurological events following immunization in the Canadian National Vaccine Safety Network-COVID-19 vaccine (CANVAS-COVID) study.
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Top KA, Shulha HP, Muller MP, Valiquette L, Vanderkooi OG, Kellner JD, Sadarangani M, Irvine MA, McGeer A, Isenor JE, Marty K, Soe P, De Serres G, and Bettinger JA
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- Adolescent, Adult, Aged, Female, Humans, Male, Middle Aged, Young Adult, 2019-nCoV Vaccine mRNA-1273 adverse effects, BNT162 Vaccine adverse effects, Canada epidemiology, ChAdOx1 nCoV-19 adverse effects, Nervous System Diseases chemically induced, Nervous System Diseases epidemiology, Surveys and Questionnaires, COVID-19 prevention & control, COVID-19 epidemiology, COVID-19 Vaccines adverse effects, COVID-19 Vaccines administration & dosage, Vaccination adverse effects
- Abstract
Introduction: The Canadian National Vaccine Safety Network (CANVAS) conducted active participant-based surveillance for adverse events following immunization during the COVID-19 vaccine campaign. This study evaluated the association between COVID-19 vaccination and neurological adverse events., Methods: Participants were invited to complete online surveys to report health events that prevented daily activities and/or required medical attention within 7 days after COVID-19 vaccination or 7 days prior to the survey (unvaccinated controls); follow-up surveys were sent 7 months later. Neurological events were health events where the most severe symptom reported was ≥1 of: numbness/tingling, loss of taste or smell, vision loss, facial weakness/paralysis, seizure, weakness/paralysis of arms or legs, confusion, change in personality or behavior, or difficulty with urination or defecation. Data were extracted from the CANVAS-COVID database for analysis., Results: Completed survey responses were received from 15,273 unvaccinated controls, 758,619 dose 1 recipients, 406,884 dose 2 recipients, and 126,586 dose 3 recipients. Rates of neurological events ranged from 15.9 (95 % CI 13.6-18.4) per 10,000 dose 1 ChAdOx1 recipients to 8.4 (6.5-10.8) and 7.9 (5.7-11.0) per 10,000 dose 3 mRNA-1273 and BNT162b2 recipients, respectively. Multivariable regression adjusted for age, sex, previous SARS-CoV-2 infection, and baseline health status showed an increased risk of neurological event among ChAdOx1 dose 1 recipients versus controls (adjusted OR 2.3, 95 % CI 1.2-4.3), but not among mRNA vaccine recipients after any dose. Risk of anaesthesia/paresthesia were increased following ChAdOx1 dose 1 (aOR 4.7, 1.7-13.1), and consistently but not statistically significantly higher following any dose of either mRNA vaccine. Risk of loss of smell/taste was decreased among recipients of any dose of either mRNA vaccine versus controls., Conclusions: The results support the safety of COVID-19 vaccines while confirming reported associations between ChAdOx1 dose 1 and neurological events. Participant-based AEFI surveillance is a useful component of post-market surveillance programs., Competing Interests: Declaration of Competing Interest The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: Julie A Bettinger reports financial support was provided by Canadian Institutes of Health Research. Julie A Bettinger reports financial support was provided by Public Health Agency of Canada. Manish Sadarangani reports financial support was provided by BC Children’s Hospital Foundation. Manish Sadarangani reports financial support was provided by Michael Smith Foundation for Health Research. M Sadarangani, OG Vanderkooi, JE Isenor reports a relationship with GlaxoSmithKline Inc that includes: funding grants. M Sadarangani, OG Vanderkooi, JD Kellner reports a relationship with Merck & Co Inc that includes: funding grants. M Sadarangani, JD Kellner reports a relationship with Moderna Inc that includes: funding grants. M Sadarangani, OG Vanderkooi, JD Kellner, L Valiquette reports a relationship with Pfizer Inc that includes: funding grants. M Sadarangani, JE Isenor reports a relationship with Sanofi Pasteur Inc that includes: funding grants. OG Vanderkooi reports a relationship with Seqirus Inc that includes: funding grants. A McGeer reports a relationship with GlaxoSmithKline Inc, Merck & Co Inc, Pfizer Inc, Sanofi Pasteur Inc, Seqirus Inc that includes: consulting or advisory and funding grants. A McGeer reports a relationship with Moderna Inc, AstraZeneca Canada Inc, Medicago Inc that includes: consulting or advisory and speaking and lecture fees. KA Top reports a relationship with Coalition for Epidemic Preparedness Innovations that includes: funding grants. If there are other authors, they 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 Authors. Published by Elsevier Ltd.. All rights reserved.)
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- 2024
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3. mRNA COVID-19 vaccine safety among children and adolescents: a Canadian National Vaccine Safety Network cohort study.
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Soe P, Vanderkooi OG, Sadarangani M, Naus M, Muller MP, Kellner JD, Top KA, Wong H, Isenor JE, Marty K, Shulha HP, De Serres G, Valiquette L, McGeer A, and Bettinger JA
- Abstract
Background: The Canadian National Vaccine Safety Network conducted active safety surveillance for COVID-19 vaccines. This study aimed to characterize the short-to-medium term safety of mRNA COVID-19 vaccines across the pediatric age spectrum., Methods: In this cohort study, vaccinated and unvaccinated children and adolescents aged 6 months to 19 years from eight Canadian provinces and territories were invited to participate. The outcome was a health event preventing daily activities, resulting in school absenteeism, or requiring medical consultation. Age-stratified multivariable regression models were used to examine health events associated with first and second doses of mRNA COVID-19 vaccines across different age groups: children under 5, children aged 5-11 years and adolescents aged 12-19 years., Findings: From January 2021 through February 2023, a total of 259,361 individuals from the dose one survey, 131,032 from the dose 2 survey, and 1179 from the control survey were included. In the week following dose two, vaccinated adolescents showed a higher proportion of health events [794 (4.6%) of 17,218 BNT162b2 recipients, 98 (8.5%) of 1153 mRNA-1273 recipients, 49 of (10.6%) of 464 heterologous schedule recipients] than unvaccinated adolescents [9 (3.7%) of 242 controls], but most events were self-limited and resolved within 7 days. No significant differences in proportion of health events following mRNA COVID-19 vaccines were observed between vaccinated and unvaccinated groups among adolescents after dose 1, or among children under 5 or those aged 5-11 years after any dose. Reported myocarditis/pericarditis cases within 0-28 days peaked among male adolescents following dose 2, in three of (0.037%) 8088 homologous BNT162b2 recipients, and two of (0.529%) 378 homologous mRNA-1273 recipients., Interpretation: Our findings suggest that reported health events, including myocarditis/pericarditis, vary by pediatric age group. Vaccinated adolescents reported health events more frequently following the second mRNA COVID-19 vaccine dose, while younger age groups did not report events more frequently than their unvaccinated counterparts., Funding: Canadian Immunization Research Network, Canadian Institutes of Health Research; Public Health Agency of Canada; COVID-19 Immunity Task Force., Competing Interests: GDS, HS, HW, LV, MN, KM and OGV have no competing interests. PS received personal payments for consulting from the Joint United Nations Programme on HIV/AIDS outside the submitted work. MS has been an investigator on projects funded by GlaxoSmithKline, Merck, Moderna, Pfizer and Sanofi-Pasteur outside the submitted work. All funds were paid to his institute, and he has not received any personal payments. MPM received payment testifying as an expert with respect to mandatory influenza and COVID-19 vaccination in healthcare settings. JDK has been an investigator on projects funded by Moderna Canada and Alberta Children’s Hospital Research Institute and Government of Alberta, all outside the submitted work. All funds have been paid to his institute, and he has not received any personal payments. KAT reports grants from Canadian Institute of Health Research and the Coalition of Epidemic Preparedness Innovations for COVID-19 vaccine studies. KAT received personal payments for consulting from World Health Organization. JEI has been an investigator on projects funded by GlaxoSmithKline and Sanofi-Pasteur outside the submitted work. All funds were paid to her institute, and she has not received any personal payment. AM reports grants to her institution from Pfizer, Merck, Sanofi, and Seqirus, as well as personal payments for consulting or honoraria from Sienna Senior Living, AstraZeneca, Merck, Biogen, Sanofi, GlaxoSmithKline, Moderna, Medicago, Janssen, Novavax, Pfizer, and Seqirus. JAB has served on the Research Leadership Committee at BC Children’s Hospital Research Institute and the National Advisory Committee on Immunization., (© 2024 The Author(s).)
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- 2024
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4. Adaptive immune responses to two-dose COVID-19 vaccine series in healthy Canadian adults ≥ 50 years: a prospective, observational cohort study.
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Gaultier GN, McMillan B, Poloni C, Lo M, Cai B, Zheng JJ, Baer HM, Shulha HP, Simmons K, Márquez AC, Bartlett SR, Cook L, Levings MK, Steiner T, Sekirov I, Zlosnik JEA, Morshed M, Skowronski DM, Krajden M, Jassem AN, and Sadarangani M
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- Adult, Humans, Middle Aged, Aged, Angiotensin-Converting Enzyme 2, BNT162 Vaccine, Prospective Studies, Canada epidemiology, Antibodies, ChAdOx1 nCoV-19, RNA, Messenger, Antibodies, Viral, Vaccination, COVID-19 Vaccines, COVID-19 prevention & control
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To evaluate immune responses to COVID-19 vaccines in adults aged 50 years and older, spike protein (S)-specific antibody concentration, avidity, and function (via angiotensin-converting enzyme 2 (ACE2) inhibition surrogate neutralization and antibody dependent cellular phagocytosis (ADCP)), as well as S-specific T cells were quantified via activation induced marker (AIM) assay in response to two-dose series. Eighty-four adults were vaccinated with either: mRNA/mRNA (mRNA-1273 and/or BNT162b2); ChAdOx1-S/mRNA; or ChAdOx1-S/ChAdOx1-S. Anti-S IgG concentrations, ADCP scores and ACE2 inhibiting antibody concentrations were highest at one-month post-second dose and declined by four-months post-second dose for all groups. mRNA/mRNA and ChAdOx1-S/mRNA schedules had significantly higher antibody responses than ChAdOx1-S/ChAdOx1-S. CD8
+ T-cell responses one-month post-second dose were associated with increased ACE2 surrogate neutralization. Antibody avidity (total relative avidity index) did not change between one-month and four-months post-second dose and did not significantly differ between groups by four-months post-second dose. In determining COVID-19 correlates of protection, a measure that considers both antibody concentration and avidity should be considered., (© 2024. The Author(s).)- Published
- 2024
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5. Prospective monitoring of adverse events following vaccination with Modified vaccinia Ankara - Bavarian Nordic (MVA-BN) administered to a Canadian population at risk of Mpox: A Canadian Immunization Research Network study.
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Muller MP, Navarro C, Wilson SE, Shulha HP, Naus M, Lim G, Padhi S, McGeer A, Finkelstein M, Liddy A, and Bettinger JA
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- Humans, Male, British Columbia, Homosexuality, Male, Immunization, Prospective Studies, Risk Factors, Vaccination adverse effects, Vaccines, Attenuated, HIV Infections, Mpox, Monkeypox, Sexual and Gender Minorities, Smallpox Vaccine adverse effects
- Abstract
MVA-BN is an orthopoxvirus vaccine that provides protection against both smallpox and mpox. In June 2022, Canada launched a publicly-funded vaccination campaign to offer MVA-BN to at-risk populations including men who have sex with men (MSM) and sex workers. The safety of MVA-BN has not been assessed in this context. To address this, the Canadian National Vaccine Safety Network (CANVAS) conducted prospective safety surveillance during public health vaccination campaigns in Toronto, Ontario and in Vancouver, British Columbia. Vaccinated participants received a survey 7 and 30 days after each MVA-BN dose to elicit adverse health events. Unvaccinated individuals from a concurrent vaccine safety project evaluating COVID-19 vaccine safety were used as controls. Vaccinated and unvaccinated participants that reported a medically attended visit on their 7-day survey were interviewed. Vaccinated participants and unvaccinated controls were matched 1:1 based on age group, gender, sex and provincial study site. Overall, 1,173 vaccinated participants completed a 7-day survey, of whom 75 % (n = 878) also completed a 30-day survey. Mild to moderate injection site pain was reported by 60 % of vaccinated participants. Among vaccinated participants 8.4 % were HIV positive and when compared to HIV negative vaccinated individuals, local injection sites were less frequent in those with HIV (48 % vs 61 %, p = 0.021), but health events preventing work/school or requiring medical assessment were more frequent (7.1 % vs 3.1 %, p = 0.040). Health events interfering with work/school, or requiring medical assessment were less common in the vaccinated group than controls (3.3 % vs. 7.1 %, p < 0.010). No participants were hospitalized within 7 or 30 days of vaccination. No cases of severe neurological disease, skin disease, or myocarditis were identified. Our results demonstrate that the MVA-BN vaccine appears safe when used for mpox prevention, with a low frequency of severe adverse events and no hospitalizations observed., 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. This study was funded by a grant from the Canadian Institutes of Health Research and the Public Health Agency of Canada (FRN#178755)., (Copyright © 2023 Elsevier Ltd. All rights reserved.)
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- 2024
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6. Factors associated with SARS-CoV-2 infection in unvaccinated children and young adults.
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Silverberg SL, Shulha HP, McMillan B, He G, Lee A, Márquez AC, Bartlett SR, Gill V, Abu-Raya B, Bettinger JA, Cabrera A, Coombs D, Gantt S, Goldfarb DM, Sauvé L, Krajden M, Morshed M, Sekirov I, Jassem AN, and Sadarangani M
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- Child, Humans, Infant, Young Adult, Antibodies, Viral, Asian People, Cross-Sectional Studies, Immunoglobulin G, Seroepidemiologic Studies, British Columbia epidemiology, COVID-19 epidemiology, Unvaccinated Persons
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Background and Objectives: Pediatric COVID-19 cases are often mild or asymptomatic, which has complicated estimations of disease burden using existing testing practices. We aimed to determine the age-specific population seropositivity and risk factors of SARS-CoV-2 seropositivity among children and young adults during the pandemic in British Columbia (BC)., Methods: We conducted two cross-sectional serosurveys: phase 1 enrolled children and adults < 25 years between November 2020-May 2021 and phase 2 enrolled children < 10 years between June 2021-May 2022 in BC. Participants completed electronic surveys and self-collected finger-prick dried blood spot (DBS) samples. Samples were tested for immunoglobulin G antibodies against ancestral spike protein (S). Descriptive statistics from survey data were reported and two multivariable analyses were conducted to evaluate factors associated with seropositivity., Results: A total of 2864 participants were enrolled, of which 95/2167 (4.4%) participants were S-seropositive in phase 1 across all ages, and 61/697 (8.8%) unvaccinated children aged under ten years were S-seropositive in phase 2. Overall, South Asian participants had a higher seropositivity than other ethnicities (13.5% vs. 5.2%). Of 156 seropositive participants in both phases, 120 had no prior positive SARS-CoV-2 test. Young infants and young adults had the highest reported seropositivity rates (7.0% and 7.2% respectively vs. 3.0-5.6% across other age groups)., Conclusions: SARS-CoV-2 seropositivity among unvaccinated children and young adults was low in May 2022, and South Asians were disproportionately infected. This work demonstrates the need for improved diagnostics and reporting strategies that account for age-specific differences in pandemic dynamics and acceptability of testing mechanisms., (© 2024. The Author(s).)
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- 2024
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7. The success of publicly funded rotavirus vaccine programs for preventing community- and hospital-acquired rotavirus infections in Canadian pediatric hospitals: an observational study.
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Le Saux N, Bettinger J, Shulha HP, Sadarangani M, Coyle D, Booth TF, Jadavji T, and Halperin SA
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Background: Canadian immunization programs for rotavirus started in 2011. We sought to determine their effect on the burden of community-acquired admissions and hospital-acquired rotavirus at pediatric hospitals., Methods: The Canadian Immunization Monitoring Program Active (IMPACT) network conducted active surveillance for rotavirus-positive hospital admissions between 2005 and 2020 at 12 pediatric hospitals. We used yearly rates of community-acquired rotavirus per 10 000 admissions and hospital-acquired rotavirus infections per 1000 patient-days to determine changes in the pre- and post-vaccine program periods., Results: During the 15-year study period, 5691 rotavirus hospital admissions and hospital-acquired infections were detected, including 4323 (76%) community-acquired infections and 1368 (24%) hospital-acquired infections. The average community-acquired rate in the pre-vaccine period was 60.3 (95% confidence interval [CI] 53.7-68.3) per 10 000 admissions, with a decline to 11.0 (95% CI 7.5-15.1) per 10 000 admissions in the post-vaccine period, resulting in an average reduction of 81.7% (95% CI 74.4%-87.8%). The rate of hospital-acquired rotavirus declined from 0.35 (95% CI 0.29-0.41) per 1000 patient-days in the pre-vaccine period to 0.05 (95% CI 0.03-0.07) per 1000 patient-days in the post-vaccine period, resulting in an 85.3% (95% CI 77.7%-91.9%) average decline. Herd protection was present among children aged 2-16 years., Interpretation: Although start dates of rotavirus vaccine programs across provinces varied, there was around an 80% average decrease in both community-acquired and hospital-acquired rotavirus infections at pediatric hospitals in Canada in the 1- to 9-year interval after implementation of rotavirus vaccine programs. Herd protection is an important aspect of rotavirus vaccines for other children who are not vaccine eligible, and rotavirus vaccines continue to provide important benefits both for children and health care systems., Competing Interests: Competing interests: Julie Bettinger reports research funding from the Canadian Institutes of Health Research (CIHR), the British Columbia Ministry of Health, the Public Health Agency of Canada (PHAC) and the COVID-19 Immunity Task Force; travel support from the Public Health Agency of Canada and the Canadian Public Health Association; and volunteer roles with the National Advisory Committee on Immunization and the BC Immunization Committee. Manish Sadarangani reports research funding from GSK, Merck, Moderna, Pfizer, Sanofi-Pasteur and Symvivo. He is chair or deputy chair of 2 data safety monitoring boards for SARS-CoV-2 vaccine trials, involving different vaccines. Scott Halperin reports research funding from GSK, Merck, Sanofi, Moderna, Entos, the Vaccine and Infectious Disease Organization, CIHR, the National Institutes of Health, the United States Centers for Disease Control and Prevention, Pfizer, PHAC, CanSino and Inventprise; consulting fees for serving on ad hoc advisory boards for Merck, Sanofi, Pfizer, AstraZeneca, NovaVax and GSK; payment for expert testimony from the Canadian Medical Protective Association and the Province of Ontario; and participation on data safety monitoring boards for the International AIDS Vaccine Initiative and Medicago. No other competing interests were declared., (© 2023 CMA Impact Inc. or its licensors.)
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- 2023
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8. Adverse Events Following Immunization With mRNA and Viral Vector Vaccines in Individuals With Previous Severe Acute Respiratory Syndrome Coronavirus 2 Infection From the Canadian National Vaccine Safety Network.
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Bettinger JA, Irvine MA, Shulha HP, Valiquette L, Muller MP, Vanderkooi OG, Kellner JD, Top KA, Sadarangani M, McGeer A, Isenor JE, Marty K, Soe P, and De Serres G
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- Adult, Humans, 2019-nCoV Vaccine mRNA-1273, BNT162 Vaccine, Canada epidemiology, Cohort Studies, Immunization, Prospective Studies, RNA, Messenger, SARS-CoV-2, Vaccination adverse effects, COVID-19 prevention & control, COVID-19 Vaccines adverse effects, Viral Vaccines
- Abstract
Background: Adults previously infected with severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) develop short-term immunity and may have increased reactogenicity to coronavirus disease 2019 (COVID-19) vaccines. This prospective, multicenter, active-surveillance cohort study examined the short-term safety of COVID-19 vaccines in adults with a prior history of SARS-CoV-2., Methods: Canadian adults vaccinated between 22 December 2020 and 27 November 2021 were sent an electronic questionnaire 7 days post-dose 1, dose 2, and dose 3 vaccination. The main outcome was health events occurring in the first 7 days after each vaccination that prevented daily activities, resulted in work absenteeism, or required a medical consultation, including hospitalization., Results: Among 684 998 vaccinated individuals, 2.6% (18 127/684 998) reported a prior history of SARS-CoV-2 infection a median of 4 (interquartile range: 2-6) months previously. After dose 1, individuals with moderate (bedridden) to severe (hospitalized) COVID-19 who received BNT162b2, mRNA-1273, or ChAdox1-S vaccines had higher odds of a health event preventing daily activities, resulting in work absenteeism or requiring medical consultation (adjusted odds ratio [95% confidence interval]: 3.96 [3.67-4.28] for BNT162b2, 5.01 [4.57-5.50] for mRNA-1273, and 1.84 [1.54-2.20] for ChAdox1-S compared with no infection). Following dose 2 and 3, the greater risk associated with previous infection was also present but was attenuated compared with dose 1. For all doses, the association was lower or absent after mild or asymptomatic infection., Conclusions: Adults with moderate or severe previous SARS-CoV-2 infection were more likely to have a health event sufficient to impact routine activities or require medical assessment in the week following each vaccine dose., Competing Interests: Potential conflicts of interest. M. S. has been an investigator on projects funded by GlaxoSmithKline, Merck, Moderna, Pfizer, Sanofi-Pasteur, Seqirus, Symvivo, and VBI Vaccines, outside the submitted work. All funds have been paid to his institution, and he has not received any personal payments; he is also the Chair/Deputy Chair of 2 Data Safety and Monitoring Boards (DSMBs) for coronavirus disease 2019 (COVID-19) vaccine trials, involving different vaccines. O. G. V. has been an investigator, coinvestigator, and/or expert panelist on projects funded by GlaxoSmithKline, Merck, Pfizer, and Seqirus, outside the submitted work, and reports grants or contracts from Pfizer Canada and a Pneumococcal Grant in AID (paid to their institution) and consulting fees from Merck, Pfizer, Seqirus, AstraZeneca, and Sanofi-Pasteur. J. D. K. has been an investigator on projects funded by GlaxoSmithKline, Merck, Moderna, and Pfizer, outside the submitted work, and reports grants or contracts as Site Investigator for a phase 2/3, 2-part, open-label, dose-escalation, age de-escalation and randomized, observer-blind, placebo-controlled expansion study to evaluate the safety, tolerability, reactogenicity, and effectiveness of mRNA-1273 severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) vaccine in healthy children 6 months to less than 12 years of age (mRNA-1273-P204 Study; ClinicalTrials.gov Identifier: NCT04796896); a DSMB, VIDO (University of Saskatchewan Vaccine and Infectious Disease Organization)–sponsored COVID-19 vaccine clinical trial, “A Randomized, Observer-Blind, Dose-Escalation, Phase 1/2 Clinical Trial of COVAC Vaccines in Healthy Adults” (unpaid volunteer position); a leadership or fiduciary role in other board, society, committee, or advocacy group; the Canadian COVID-19 Immunity Task Force: Member, Leadership Group; Co-chair, Field Studies Working Party; and Lead, Pediatric Network (unpaid volunteer position). All funds have been paid to his institution, and he has not received any personal payments. K. A. T. has been an investigator on projects funded by GlaxoSmithKline, outside the submitted work, and reports grants or contracts from Canadian Institutes of Health Research, Public Health Agency of Canada (payment to their institution for vaccine safety evaluation studies), and Coalition for Epidemic Preparedness Innovations (payment to their institution for a vaccine safety study); payment or honoraria for lectures, presentations, speaker’s bureaus, manuscript writing, or educational events for the Canadian Society of Allergy and Clinical Immunology (speaker’s fees on COVID-19 vaccines) and Family Practice Renewal Program (Newfoundland) (speaker’s fees for COVID-19 vaccines); consulting fees for the World Health Organization (payments to author for leading vaccines safety training in middle-income countries); support for attending meetings and/or travel from Canadian Public Health Association (support to attend in person and virtual Canadian Immunization Conference). All funds have been paid to her institution, and she has not received any personal payments. J. E. I. has been an investigator on projects funded by the Canadian Institutes of Health Research, Drug Evaluation Alliance of Nova Scotia, Dalhousie Pharmacy Endowment Fund, Shoppers Drug Mart, GlaxoSmithKline, Sanofi-Pasteur, Canadian Frailty Network, and Nova Scotia Health Research fund. All funds have been paid to her institution, and she has not received any personal payments. A. M. has been an investigator on projects funded by GlaxoSmithKline, Merck, Pfizer, Sanofi-Pasteur, and Seqirus, with funds paid to her institution, and has received honoraria for participation in advisory boards from AstraZeneca, GlaxoSmithKline, Medicago, Merck, Moderna, Pfizer, Sanofi-Pasteur, and Seqirus, and for presentations from AstraZeneca, and Moderna, including participation on a DSMB or advisory board for Pfizer, GlaxoSmithKline, Moderna, Medicago, Janssen, and AstraZeneca. G. D. S. and L. V. have been investigators on a project funded by Pfizer, outside the submitted work. All funds have been paid to their institution, and they have not received any personal payments. L. V. also reports being a co-founder and stockholder for Lumed, a company developing and commercializing expert systems in the fields of antimicrobial stewardship, infection control, and oncology. J. A. B. reports participation on an Advisory Committee for the National Advisory Committee on Immunization as a member (volunteer, unpaid participation). All other authors report no potential conflicts. All authors have submitted the ICMJE Form for Disclosure of Potential Conflicts of Interest. Conflicts that the editors consider relevant to the content of the manuscript have been disclosed., (© The Author(s) 2022. Published by Oxford University Press on behalf of Infectious Diseases Society of America.)
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- 2023
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9. Safety of COVID-19 vaccines in pregnancy: a Canadian National Vaccine Safety (CANVAS) network cohort study.
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Sadarangani M, Soe P, Shulha HP, Valiquette L, Vanderkooi OG, Kellner JD, Muller MP, Top KA, Isenor JE, McGeer A, Irvine M, De Serres G, Marty K, and Bettinger JA
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- Female, Humans, Pregnancy, Cohort Studies, BNT162 Vaccine, SARS-CoV-2, Vaccination adverse effects, Ontario, mRNA Vaccines, COVID-19 Vaccines adverse effects, COVID-19 epidemiology, COVID-19 prevention & control
- Abstract
Background: Pregnant individuals have been receiving COVID-19 vaccines following pre-authorisation clinical trials in non-pregnant people. This study aimed to determine the frequency and nature of significant health events among pregnant females after COVID-19 vaccination, compared with unvaccinated pregnant controls and vaccinated non-pregnant individuals., Methods: We did an observational cohort study, set in seven Canadian provinces and territories including Ontario, Quebec, British Columbia, Alberta, Nova Scotia, Yukon, and Prince Edward Island. Eligibility criteria for vaccinated individuals were a first dose of a COVID-19 vaccine within the previous 7 days; an active email address and telephone number; ability to communicate in English or French; and residence in the aforementioned provinces or territories. Study participants were pregnant and non-pregnant females aged 15-49 years. Individuals were able to participate as controls if they were unvaccinated and fulfilled the other criteria. Data were collected primarily by self-reported survey after both vaccine doses, with telephone follow-up for those reporting any medically attended event. Participants reported significant health events (new or worsening of a health event sufficient to cause work or school absenteeism, medical consultation, or prevent daily activities) occurring within 7 days of vaccination or within the past 7 days for unvaccinated individuals. We employed multivariable logistic regression to examine significant health events associated with mRNA vaccines, adjusting for age group, previous SARS-CoV-2 infection, and trimester, as appropriate., Findings: As of Nov 4, 2021, 191 360 women aged 15-49 years with known pregnancy status had completed the first vaccine dose survey and 94 937 had completed the second dose survey. 180 388 received one dose and 94 262 received a second dose of an mRNA vaccine, with 5597 pregnant participants receiving dose one and 3108 receiving dose two, and 174 765 non-pregnant participants receiving dose one and 91 131 receiving dose two. Of 6179 included unvaccinated control participants, 339 were pregnant and 5840 were not pregnant. Overall, 226 (4·0%) of 5597 vaccinated pregnant females reported a significant health event after dose one of an mRNA vaccine, and 227 (7·3%) of 3108 after dose two, compared with 11 (3·2%) of 339 pregnant unvaccinated females. Pregnant vaccinated females had an increased odds of a significant health event within 7 days of the vaccine after dose two of mRNA-1273 (adjusted odds ratio [aOR] 4·4 [95% CI 2·4-8·3]) compared with pregnant unvaccinated controls within the past 7 days, but not after dose one of mRNA-1273 or any dose of BNT162b2. Pregnant vaccinated females had decreased odds of a significant health event compared with non-pregnant vaccinated females after both dose one (aOR 0·63 [95% CI 0·55-0·72]) and dose two (aOR 0·62 [0·54-0·71]) of any mRNA vaccination. There were no significant differences in any analyses when restricted to events which led to medical attention., Interpretation: COVID-19 mRNA vaccines have a good safety profile in pregnancy. These data can be used to appropriately inform pregnant people regarding reactogenicity of COVID-19 vaccines during pregnancy, and should be considered alongside effectiveness and immunogenicity data to make appropriate recommendations about best use of COVID-19 vaccines in pregnancy., Funding: Canadian Institutes of Health Research, Public Health Agency of Canada., Competing Interests: Declaration of interests MS has been an investigator on projects funded by GlaxoSmithKline, Merck, Moderna, Pfizer, Sanofi-Pasteur, Seqirus, Symvivo, and VBI Vaccines. All funds have been paid to his institute, and he has not received any personal payments. OGV has been an investigator, coinvestigator, or expert panelist on projects funded by GlaxoSmithKline, Merck, Pfizer, and Seqirus, outside of the submitted work. JDK has been an investigator on projects funded by GlaxoSmithKline, Merck, Moderna, and Pfizer. All funds have been paid to his institute, and he has not received any personal payments. KAT has been an investigator on projects funded by GlaxoSmithKline. All funds have been paid to her institute, and she has not received any personal payments. JEI has been an investigator on projects funded by GlaxoSmithKline, and Sanofi-Pasteur. All funds have been paid to her institute, and she has not received any personal payments. AJM has been an investigator on projects funded by GlaxoSmithKline, Merck, Pfizer, Sanofi-Pasteur, and Seqirus, with funds paid to her institution, and has received honoraria for participation in advisory boards from Astra-Zeneca, GlaxoSmithKline, Medicago, Merck, Moderna, Pfizer, Sanofi-Pasteur, Seqirus, and for presentations from Astra-Zeneca, and Moderna. GDS has been an investigator on a project funded by Pfizer. All funds have been paid to his institute, and he has not received any personal payments. All other authors declare no competing interests., (Copyright © 2022 Elsevier Ltd. All rights reserved.)
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- 2022
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10. Child transmission of SARS-CoV-2: a systematic review and meta-analysis.
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Silverberg SL, Zhang BY, Li SNJ, Burgert C, Shulha HP, Kitchin V, Sauvé L, and Sadarangani M
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- Adult, Child, Family, Family Characteristics, Humans, Incidence, COVID-19 epidemiology, SARS-CoV-2
- Abstract
Background: Understanding of the role of children in COVID-19 transmission has significant implications for school and childcare policies, as well as appropriate targeting of vaccine campaigns. The objective of this systematic review was to identify the role of children in SARS-CoV-2 transmission to other children and adults., Methods: MEDLINE, EMBASE, CINAHL, Cochrane Central Register of Controlled Trials, and Web of Science were electronically searched for articles published before March 31, 2021. Studies of child-to-child and child-to-adult transmission and quantified the incidence of index and resulting secondary attack rates of children and adults in schools, households, and other congregate pediatric settings were identified. All articles describing confirmed transmission of SARS-CoV-2 from a child were included. PRISMA guidelines for data abstraction were followed, with each step conducted by two reviewers., Results: 40 of 6110 articles identified met inclusion criteria. Overall, there were 0.8 secondary cases per primary index case, with a secondary attack rate of 8.4% among known contacts. The secondary attack rate was 26.4% among adult contacts versus 5.7% amongst child contacts. The pooled estimate of a contact of a pediatric index case being infected as secondary case was 0.10 (95% CI 0.03-0.25)., Conclusions: Children transmit COVID-19 at a lower rate to children than to adults. Household adults are at highest risk of transmission from an infected child, more so than adults or children in other settings., (© 2022. The Author(s).)
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- 2022
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11. Risk of tuberculosis associated with chronic kidney disease: a population-based analysis.
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Yan M, Puyat JH, Shulha HP, Clark EG, Levin A, and Johnston JC
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- Humans, Risk Factors, Renal Insufficiency, Chronic complications, Renal Insufficiency, Chronic epidemiology, Tuberculosis complications, Tuberculosis epidemiology
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- 2021
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12. How Well Does TSTin3D Predict Risk of Active Tuberculosis in the Canadian Immigrant Population? An External Validation Study.
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Puyat JH, Shulha HP, Balshaw R, Campbell JR, Law S, Menzies R, and Johnston JC
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- British Columbia, Humans, Interferon-gamma Release Tests, Tuberculin Test, Emigrants and Immigrants, Latent Tuberculosis diagnosis, Latent Tuberculosis epidemiology, Tuberculosis diagnosis, Tuberculosis epidemiology
- Abstract
Background: The online Tuberculin Skin Test/Interferon Gamma Release Assay (TST/IGRA) Interpreter V3.0 (TSTin3D), a tool for estimating the risk of active tuberculosis (TB) in individuals with latent TB infection (LTBI), has been in use for more than a decade, but its predictive performance has never been evaluated., Methods: People with a positive TST or IGRA result from 1985 to 2015 were identified using a health data linkage that involved migrants to British Columbia, Canada. Comorbid conditions at the time of LTBI testing were identified from physician claims, hospitalizations, vital statistics, outpatient prescriptions, and kidney and HIV databases. The risk of developing active TB within 2 and 5 years was estimated using TSTin3D. The discrimination and calibration of these estimates were evaluated., Results: A total of 37 163 individuals met study inclusion criteria; 10.4% were tested by IGRA. Generally, the TSTin3D algorithm assigned higher risks to demographic and clinical groups known to have higher active TB risks. Concordance estimates ranged from 0.66 to 0.68 in 2- and 5-year time frames. Comparing predicted to observed counts suggests that TSTin3D overestimates active TB risks and that overestimation increases over time (with relative bias of 3% and 12% in 2- and 5-year periods, respectively). Calibration plots also suggest that overestimation increases toward the upper end of the risk spectrum., Conclusions: TSTin3D can discriminate adequately between people who developed and did not develop active TB in this linked database of migrants with predominately positive skin tests. Further work is needed to improve TSTin3D's calibration., (© The Author(s) 2020. Published by Oxford University Press for the Infectious Diseases Society of America. All rights reserved. For permissions, e-mail: journals.permissions@oup.com.)
- Published
- 2021
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13. Non-medical prescription opioid use and in-hospital illicit drug use among people who use drugs.
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Parmar GS, Hayashi K, Nolan S, Milloy MJ, DeBeck K, Shulha HP, Kerr T, and Ti L
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- Analgesics, Opioid therapeutic use, Canada epidemiology, Cohort Studies, Cross-Sectional Studies, Female, Hospitals, Humans, Male, Prescriptions, Prospective Studies, Illicit Drugs adverse effects, Opioid-Related Disorders epidemiology
- Abstract
Introduction: Illicit drug use while admitted to hospital is common amongst people who use drugs. Furthermore, non-medical prescription opioid use (NMPOU) is increasingly being used by this population. This study was undertaken to investigate the relationship between NMPOU and having ever reported using illicit drugs in the hospital., Methods: This study was a cross-sectional study design based on data derived from participants enrolled in three Canadian prospective cohort studies between December 2011 and November 2016. Using bivariable and multivariable logistic regression analyses, we examined the relationship between NMPOU and having ever reported illicit drug use in the hospital., Results: Among the 1865 participants (951 male, 471 female) enrolled in the studies, 1422 (76.25%) met the inclusion criteria of having ever been hospitalised. Of these, 436 (30.7%) had used illicit drugs while in the hospital. In multivariable analyses, after adjusting for various confounders, we found a positive relationship between the percentage of reporting at least daily NMPOU in the past 6 months during the cohort study period and illicit drug use in the hospital (adjusted odds ratio 3.42; 95% confidence interval 1.46-8.02)., Discussion and Conclusions: Among our sample, more persistent NMPOU was positively associated with having reported in-hospital illicit drug use. Our findings point to the need for better identification and management of opioid use disorder in acute care settings to reduce in-hospital illicit drug use, and to offer evidence-based medical treatments to achieve the most optimal outcomes for patients., (© 2021 Australasian Professional Society on Alcohol and other Drugs.)
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- 2021
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14. Risk of active tuberculosis in migrants diagnosed with cancer: a retrospective cohort study in British Columbia, Canada.
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Kumar DS, Ronald LA, Romanowski K, Rose C, Shulha HP, Cook VJ, and Johnston JC
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- British Columbia epidemiology, Cohort Studies, Humans, Incidence, Retrospective Studies, Latent Tuberculosis, Neoplasms epidemiology, Transients and Migrants, Tuberculosis epidemiology
- Abstract
Objectives: To describe the association between types of cancer and active tuberculosis (TB) risk in migrants. Additionally, in order to better inform latent TB infection (LTBI) screening protocols, we assessed proportion of active TB cases potentially preventable through LTBI screening and treatment in migrants with cancer., Design: Population-based, retrospective cohort study., Setting: British Columbia (BC), Canada., Participants: 1 000 764 individuals who immigrated to Canada from 1985 to 2012 and established residency in BC at any point up to 2015., Primary and Secondary Outcome Measures: Using linked health administrative databases and disease registries, data on demographics, comorbidities, cancer type, TB exposure and active TB diagnosis were extracted. Primary outcomes included: time to first active TB diagnoses, and risks of active TB following cancer diagnoses which were estimated using Cox extended hazard regression models. Potentially preventable TB was defined as active TB diagnosed >6 months postcancer diagnoses., Results: Active TB risk was increased in migrants with cancer ((HR (95% CI)) 2.5 (2.0 to 3.1)), after adjustment for age, sex, TB incidence in country of origin, immigration classification, contact status and comorbidities. Highest risk was observed with lung cancer (HR 11.2 (7.4 to 16.9)) and sarcoma (HR 8.1 (3.3 to 19.5)), followed by leukaemia (HR 5.6 (3.1 to 10.2)), lymphoma (HR 4.9 (2.7 to 8.7)) and gastrointestinal cancers (HR 2.7 (1.7 to 4.4)). The majority (65.9%) of active TB cases were diagnosed >6 months postcancer diagnosis., Conclusion: Specific cancers increase active TB risk to varying degrees in the migrant population of BC, with approximately two-thirds of active TB cases identified as potentially preventable., Competing Interests: Competing interests: None declared., (© Author(s) (or their employer(s)) 2021. Re-use permitted under CC BY-NC. No commercial re-use. See rights and permissions. Published by BMJ.)
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- 2021
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15. TMEM30A loss-of-function mutations drive lymphomagenesis and confer therapeutically exploitable vulnerability in B-cell lymphoma.
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Ennishi D, Healy S, Bashashati A, Saberi S, Hother C, Mottok A, Chan FC, Chong L, Abraham L, Kridel R, Boyle M, Meissner B, Aoki T, Takata K, Woolcock BW, Viganò E, Gold M, Molday LL, Molday RS, Telenius A, Li MY, Wretham N, Dos Santos N, Wong M, Viller NN, Uger RA, Duns G, Baticados A, Madero A, Bristow BN, Farinha P, Slack GW, Ben-Neriah S, Lai D, Zhang AW, Salehi S, Shulha HP, Chiu DS, Mostafavi S, Gerrie AS, Huang DW, Rushton C, Villa D, Sehn LH, Savage KJ, Mungall AJ, Weng AP, Bally MB, Morin RD, Cohen Freue GV, Staudt LM, Connors JM, Marra MA, Shah SP, Gascoyne RD, Scott DW, and Steidl C
- Subjects
- Adolescent, Adult, Aged, Aged, 80 and over, Animals, British Columbia epidemiology, Cells, Cultured, Cohort Studies, Female, Genetic Predisposition to Disease, HEK293 Cells, Humans, Jurkat Cells, Lymphoma, Large B-Cell, Diffuse epidemiology, Lymphoma, Large B-Cell, Diffuse pathology, Male, Mice, Mice, Inbred BALB C, Mice, Inbred NOD, Mice, SCID, Mice, Transgenic, Middle Aged, Young Adult, Cell Transformation, Neoplastic genetics, Loss of Function Mutation genetics, Lymphoma, Large B-Cell, Diffuse genetics, Lymphoma, Large B-Cell, Diffuse therapy, Membrane Proteins genetics, Molecular Targeted Therapy methods, Molecular Targeted Therapy trends
- Abstract
Transmembrane protein 30A (TMEM30A) maintains the asymmetric distribution of phosphatidylserine, an integral component of the cell membrane and 'eat-me' signal recognized by macrophages. Integrative genomic and transcriptomic analysis of diffuse large B-cell lymphoma (DLBCL) from the British Columbia population-based registry uncovered recurrent biallelic TMEM30A loss-of-function mutations, which were associated with a favorable outcome and uniquely observed in DLBCL. Using TMEM30A-knockout systems, increased accumulation of chemotherapy drugs was observed in TMEM30A-knockout cell lines and TMEM30A-mutated primary cells, explaining the improved treatment outcome. Furthermore, we found increased tumor-associated macrophages and an enhanced effect of anti-CD47 blockade limiting tumor growth in TMEM30A-knockout models. By contrast, we show that TMEM30A loss-of-function increases B-cell signaling following antigen stimulation-a mechanism conferring selective advantage during B-cell lymphoma development. Our data highlight a multifaceted role for TMEM30A in B-cell lymphomagenesis, and characterize intrinsic and extrinsic vulnerabilities of cancer cells that can be therapeutically exploited.
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- 2020
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16. Characterising the association between positive hepatitis C virus antibody and pain among people who inject drugs.
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Ng M, Hayashi K, Voon P, Shulha HP, DeBeck K, Milloy MJ, and Ti L
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- Adult, Canada epidemiology, Female, Hepatitis C epidemiology, Humans, Male, Middle Aged, Pain epidemiology, Prospective Studies, Substance Abuse, Intravenous, Hepatitis C complications, Pain etiology
- Abstract
Introduction and Aims: People who inject drugs (PWID) are a key group within the hepatitis C virus (HCV) pandemic. Chronic pain is a common condition among PWID as these individuals are often exposed to soft tissue infections due to injections and violence. This study aims to characterise the relationship between HCV exposure and pain among PWID., Design and Methods: Data were derived from three prospective cohorts of PWID in Vancouver, Canada, between December 2011 and November 2016. The primary outcome was pain severity, which was defined based on the Euroqol EQ-5D-3L pain subscale. A bivariable and multivariable ordinal generalised estimating equations model was used to quantify the association between HCV exposure and pain among participants., Results: One thousand and twelve of 2038 participants (50%) reported moderate/extreme pain at baseline. In total, 1473 (72%) participants were HCV-antibody positive. In unadjusted analyses, HCV exposure was positively associated with increased pain [odds ratio (OR) = 1.47; 95% confidence interval (CI): 1.20-1.81]. However, once adjusted for known confounders in multivariable analyses, HCV exposure did not remain significantly associated with increased pain (adjusted OR = 1.00; 95%CI: 0.78-1.28)., Discussion and Conclusions: In this sample of PWID, HCV exposure was not significantly associated with pain once other factors were considered. These various factors may explain the elevated risk of pain among PWID and should be addressed in future initiatives when managing pain among PWID with HCV exposure. Future studies should also examine whether pain changes with changes in HCV status (i.e. active vs. cleared infection)., (© 2019 Australasian Professional Society on Alcohol and other Drugs.)
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- 2019
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17. High-intensity cannabis use is associated with retention in opioid agonist treatment: a longitudinal analysis.
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Socías ME, Wood E, Lake S, Nolan S, Fairbairn N, Hayashi K, Shulha HP, Liu S, Kerr T, and Milloy MJ
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- Adult, Analgesics, Opioid therapeutic use, British Columbia epidemiology, Buprenorphine, Naloxone Drug Combination therapeutic use, Female, Humans, Longitudinal Studies, Male, Methadone therapeutic use, Middle Aged, Opioid-Related Disorders epidemiology, Marijuana Use epidemiology, Opiate Substitution Treatment statistics & numerical data, Opioid-Related Disorders drug therapy, Retention in Care statistics & numerical data
- Abstract
Background and Aims: Cannabis use is common among people on opioid agonist treatment (OAT), causing concern for some care providers. However, there is limited and conflicting evidence on the impact of cannabis use on OAT outcomes. Given the critical role of retention in OAT in reducing opioid-related morbidity and mortality, we aimed to estimate the association of at least daily cannabis use on the likelihood of retention in treatment among people initiating OAT. As a secondary aim we tested the impacts of less frequent cannabis use., Design: Data were drawn from two community-recruited prospective cohorts of people who use illicit drugs (PWUD). Participants were followed for a median of 81 months (interquartile range = 37-130)., Setting: Vancouver, Canada., Participants: This study comprised a total of 820 PWUD (57.8% men, 59.4% of Caucasian ethnicity, 32.2% HIV-positive) initiating OAT between December 1996 and May 2016. The proportion of women was higher among HIV-negative participants, with no other significant differences., Measurements: The primary outcome was retention in OAT, defined as remaining in OAT (methadone or buprenorphine/naloxone-based) for two consecutive 6-month follow-up periods. The primary explanatory variable was cannabis use (at least daily versus less than daily) during the same 6-month period. Confounders assessed included: socio-demographic characteristics, substance use patterns and social-structural exposures., Findings: In adjusted analysis, at least daily cannabis use was positively associated with retention in OAT [adjusted odds ratio (aOR) = 1.21, 95% confidence interval (CI) = 1.04-1.41]. Our secondary analysis showed that compared with non-cannabis users, at least daily users had increased odds of retention in OAT (aOR = 1.20, 95% CI = 1.02-1.43), but not less than daily users (aOR = 1.00, 95% CI = 0.87-1.14)., Conclusions: Among people who use illicit drugs initiating opioid agonist treatment in Vancouver, at least daily cannabis use was associated with approximately 21% greater odds of retention in treatment compared with less than daily consumption., (© 2018 Society for the Study of Addiction.)
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- 2018
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18. Somatic IL4R mutations in primary mediastinal large B-cell lymphoma lead to constitutive JAK-STAT signaling activation.
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Viganò E, Gunawardana J, Mottok A, Van Tol T, Mak K, Chan FC, Chong L, Chavez E, Woolcock B, Takata K, Twa D, Shulha HP, Telenius A, Kutovaya O, Hung SS, Healy S, Ben-Neriah S, Leroy K, Gaulard P, Diepstra A, Kridel R, Savage KJ, Rimsza L, Gascoyne R, and Steidl C
- Subjects
- Animals, Cell Line, Tumor, Disease Models, Animal, Female, Humans, Interleukin-4 Receptor alpha Subunit metabolism, Mice, Phosphorylation, Signal Transduction, Interleukin-4 Receptor alpha Subunit genetics, Janus Kinases metabolism, Lymphoma, Large B-Cell, Diffuse genetics, Lymphoma, Large B-Cell, Diffuse metabolism, Mediastinal Neoplasms genetics, Mediastinal Neoplasms metabolism, Mutation, STAT Transcription Factors metabolism
- Abstract
Primary mediastinal large B-cell lymphoma (PMBCL) is a distinct subtype of diffuse large B-cell lymphoma thought to arise from thymic medullary B cells. Gene mutations underlying the molecular pathogenesis of the disease are incompletely characterized. Here, we describe novel somatic IL4R mutations in 15 of 62 primary cases of PMBCL (24.2%) and in all PMBCL-derived cell lines tested. The majority of mutations (11/21; 52%) were hotspot single nucleotide variants in exon 8, leading to an I242N amino acid change in the transmembrane domain. Functional analyses establish this mutation as gain of function leading to constitutive activation of the JAK-STAT pathway and upregulation of downstream cytokine expression profiles and B cell-specific antigens. Moreover, expression of I242N mutant IL4R in a mouse xenotransplantation model conferred growth advantage in vivo. The pattern of concurrent mutations within the JAK-STAT signaling pathway suggests additive/synergistic effects of these gene mutations contributing to lymphomagenesis. Our data establish IL4R mutations as novel driver alterations and provide a strong preclinical rationale for therapeutic targeting of JAK-STAT signaling in PMBCL., (© 2018 by The American Society of Hematology.)
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- 2018
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19. Transcriptome-wide Interrogation of the Functional Intronome by Spliceosome Profiling.
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Chen W, Moore J, Ozadam H, Shulha HP, Rhind N, Weng Z, and Moore MJ
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- Algorithms, Introns, RNA Splicing, RNA, Fungal metabolism, Ribonucleoproteins metabolism, Schizosaccharomyces metabolism, Schizosaccharomyces pombe Proteins metabolism, Sequence Analysis, RNA, Transcription Initiation Site, Schizosaccharomyces genetics, Spliceosomes metabolism, Transcriptome
- Abstract
Full understanding of eukaryotic transcriptomes and how they respond to different conditions requires deep knowledge of all sites of intron excision. Although RNA sequencing (RNA-seq) provides much of this information, the low abundance of many spliced transcripts (often due to their rapid cytoplasmic decay) limits the ability of RNA-seq alone to reveal the full repertoire of spliced species. Here, we present "spliceosome profiling," a strategy based on deep sequencing of RNAs co-purifying with late-stage spliceosomes. Spliceosome profiling allows for unambiguous mapping of intron ends to single-nucleotide resolution and branchpoint identification at unprecedented depths. Our data reveal hundreds of new introns in S. pombe and numerous others that were previously misannotated. By providing a means to directly interrogate sites of spliceosome assembly and catalysis genome-wide, spliceosome profiling promises to transform our understanding of RNA processing in the nucleus, much as ribosome profiling has transformed our understanding mRNA translation in the cytoplasm., (Copyright © 2018 Elsevier Inc. All rights reserved.)
- Published
- 2018
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20. Assessment of Capture and Amplicon-Based Approaches for the Development of a Targeted Next-Generation Sequencing Pipeline to Personalize Lymphoma Management.
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Hung SS, Meissner B, Chavez EA, Ben-Neriah S, Ennishi D, Jones MR, Shulha HP, Chan FC, Boyle M, Kridel R, Gascoyne RD, Mungall AJ, Marra MA, Scott DW, Connors JM, and Steidl C
- Subjects
- Biopsy, Cohort Studies, Feasibility Studies, Formaldehyde, Gene Frequency, Genes, Neoplasm genetics, Humans, Lymphoproliferative Disorders blood, Lymphoproliferative Disorders pathology, Mutation, Paraffin Embedding, Sensitivity and Specificity, High-Throughput Nucleotide Sequencing methods, Lymphoproliferative Disorders genetics, Precision Medicine methods, Sequence Analysis, DNA methods
- Abstract
Targeted next-generation sequencing panels are increasingly used to assess the value of gene mutations for clinical diagnostic purposes. For assay development, amplicon-based methods have been preferentially used on the basis of short preparation time and small DNA input amounts. However, capture sequencing has emerged as an alternative approach because of high testing accuracy. We compared capture hybridization and amplicon sequencing approaches using fresh-frozen and formalin-fixed, paraffin-embedded tumor samples from eight lymphoma patients. Next, we developed a targeted sequencing pipeline using a 32-gene panel for accurate detection of actionable mutations in formalin-fixed, paraffin-embedded tumor samples of the most common lymphocytic malignancies: chronic lymphocytic leukemia, diffuse large B-cell lymphoma, and follicular lymphoma. We show that hybrid capture is superior to amplicon sequencing by providing deep more uniform coverage and yielding higher sensitivity for variant calling. Sanger sequencing of 588 variants identified specificity limits of thresholds for mutation calling, and orthogonal validation on 66 cases indicated 93% concordance with whole-genome sequencing. The developed pipeline and assay identified at least one actionable mutation in 91% of tumors from 219 lymphoma patients and revealed subtype-specific mutation patterns and frequencies consistent with the literature. This pipeline is an accurate and sensitive method for identifying actionable gene mutations in routinely acquired biopsy materials, suggesting further assessment of capture-based assays in the context of personalized lymphoma management., (Copyright © 2018 American Society for Investigative Pathology and the Association for Molecular Pathology. Published by Elsevier Inc. All rights reserved.)
- Published
- 2018
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21. Genetic profiling of MYC and BCL2 in diffuse large B-cell lymphoma determines cell-of-origin-specific clinical impact.
- Author
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Ennishi D, Mottok A, Ben-Neriah S, Shulha HP, Farinha P, Chan FC, Meissner B, Boyle M, Hother C, Kridel R, Lai D, Saberi S, Bashashati A, Shah SP, Morin RD, Marra MA, Savage KJ, Sehn LH, Steidl C, Connors JM, Gascoyne RD, and Scott DW
- Subjects
- DNA Copy Number Variations genetics, Disease Progression, Female, Humans, Kaplan-Meier Estimate, Male, Middle Aged, Multivariate Analysis, Mutation genetics, Phenotype, Prognosis, Time Factors, Treatment Outcome, Lymphoma, Large B-Cell, Diffuse genetics, Lymphoma, Large B-Cell, Diffuse pathology, Proto-Oncogene Proteins c-bcl-2 genetics, Proto-Oncogene Proteins c-myc genetics
- Abstract
The clinical significance of MYC and BCL2 genetic alterations in diffuse large B-cell lymphoma (DLBCL), apart from translocations, has not been comprehensively investigated using high-resolution genetic assays. In this study, we profiled MYC and BCL2 genetic alterations using next-generation sequencing and high-resolution SNP array in 347 de novo DLBCL cases treated with R-CHOP (rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone) at the British Columbia Cancer Agency. Cell-of-origin (COO) subtype was determined by Lymph2Cx digital gene expression profiling. We showed that the incidence of MYC / BCL2 genetic alterations and their clinical significance were largely dependent on COO subtypes. It is noteworthy that the presence of BCL2 gain/amplification is significantly associated with poor outcome in activated B-cell-like and BCL2 translocation with poor outcome in germinal center B-cell subtypes, respectively. Both have prognostic significance independent of MYC/BCL2 dual expression and the International Prognostic Index (IPI). Furthermore, the combination of BCL2 genetic alterations with IPI identifies markedly worse prognostic groups within individual COO subtypes. Thus, high-resolution genomic assays identify extremely poor prognostic groups within each COO subtype on the basis of BCL2 genetic status in this large, uniformly R-CHOP-treated population-based cohort of DLBCL. These results suggest COO subtype-specific biomarkers based on BCL2 genetic alterations can be used to risk-stratify patients with DLBCL treated with immunochemotherapy., (© 2017 by The American Society of Hematology.)
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- 2017
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22. Genetic and Epigenetic Variation, but Not Diet, Shape the Sperm Methylome.
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Shea JM, Serra RW, Carone BR, Shulha HP, Kucukural A, Ziller MJ, Vallaster MP, Gu H, Tapper AR, Gardner PD, Meissner A, Garber M, and Rando OJ
- Subjects
- Animals, DNA Methylation genetics, Diet, Epigenomics, Male, Mice, DNA, Ribosomal genetics, Epigenesis, Genetic genetics, Genetic Variation, Genome genetics, Spermatozoa metabolism
- Abstract
Paternal diet can impact metabolic phenotypes in offspring, but mechanisms underlying such intergenerational information transfer remain obscure. Here, we interrogate cytosine methylation patterns in sperm obtained from mice consuming one of three diets, generating whole genome methylation maps for four pools of sperm samples and for 12 individual sperm samples, as well as 61 genome-scale methylation maps. We find that "epivariation," either stochastic or due to unknown demographic or environmental factors, was a far stronger contributor to the sperm methylome than was the diet consumed. Variation in cytosine methylation was particularly dramatic over tandem repeat families, including ribosomal DNA (rDNA) repeats, but rDNA methylation was strongly correlated with genetic variation in rDNA copy number and was not influenced by paternal diet. These results identify loci of genetic and epigenetic lability in the mammalian genome but argue against a direct role for sperm cytosine methylation in dietary reprogramming of offspring metabolism., (Copyright © 2015 Elsevier Inc. All rights reserved.)
- Published
- 2015
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23. Cell of origin of transformed follicular lymphoma.
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Kridel R, Mottok A, Farinha P, Ben-Neriah S, Ennishi D, Zheng Y, Chavez EA, Shulha HP, Tan K, Chan FC, Boyle M, Meissner B, Telenius A, Sehn LH, Marra MA, Shah SP, Steidl C, Connors JM, Scott DW, and Gascoyne RD
- Subjects
- B-Lymphocytes metabolism, CARD Signaling Adaptor Proteins genetics, CD79 Antigens genetics, Cell Transformation, Neoplastic genetics, Female, Germinal Center metabolism, Germinal Center pathology, Guanylate Cyclase genetics, Humans, Lymphoma, Follicular genetics, Male, Middle Aged, Mutation, Myeloid Differentiation Factor 88 genetics, B-Lymphocytes pathology, Cell Transformation, Neoplastic pathology, Lymphoma, Follicular pathology, Proto-Oncogene Proteins c-bcl-2 genetics
- Abstract
Follicular lymphoma (FL) is an indolent disease but transforms in 2% to 3% of patients per year into aggressive, large cell lymphoma, a critical event in the course of the disease associated with increased lymphoma-related mortality. Early transformation cannot be accurately predicted at the time of FL diagnosis and the biology of transformed FL (TFL) is poorly understood. Here, we assembled a cohort of 126 diagnostic FL specimens including 40 patients experiencing transformation (<5 years) and 86 patients not experiencing transformation for at least 5 years. In addition, we assembled an overlapping cohort of 155 TFL patients, including 114 cases for which paired samples were available, and assessed temporal changes of routinely available biomarkers, outcome after transformation, as well as molecular subtypes of TFL. We report that the expression of IRF4 is an independent predictor of early transformation (Hazard ratio, 13.3; P < .001). We also show that composite histology at the time of transformation predicts favorable prognosis. Moreover, applying the Lymph2Cx digital gene expression assay for diffuse large B-cell lymphoma (DLBCL) cell-of-origin determination to 110 patients with DLBCL-like TFL, we demonstrate that TFL is of the germinal-center B-cell-like subtype in the majority of cases (80%) but that a significant proportion of cases is of the activated B-cell-like (ABC) subtype (16%). These latter cases are commonly negative for BCL2 translocation and arise preferentially from BCL2 translocation-negative and/or IRF4-expressing FLs. Our study demonstrates the existence of molecular heterogeneity in TFL as well as its relationship to the antecedent FL., (© 2015 by The American Society of Hematology.)
- Published
- 2015
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24. Integration of gene mutations in risk prognostication for patients receiving first-line immunochemotherapy for follicular lymphoma: a retrospective analysis of a prospective clinical trial and validation in a population-based registry.
- Author
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Pastore A, Jurinovic V, Kridel R, Hoster E, Staiger AM, Szczepanowski M, Pott C, Kopp N, Murakami M, Horn H, Leich E, Moccia AA, Mottok A, Sunkavalli A, Van Hummelen P, Ducar M, Ennishi D, Shulha HP, Hother C, Connors JM, Sehn LH, Dreyling M, Neuberg D, Möller P, Feller AC, Hansmann ML, Stein H, Rosenwald A, Ott G, Klapper W, Unterhalt M, Hiddemann W, Gascoyne RD, Weinstock DM, and Weigert O
- Subjects
- Adult, Aged, Antibodies, Monoclonal, Murine-Derived immunology, Cyclophosphamide administration & dosage, Disease-Free Survival, Doxorubicin, Female, Humans, Lymphoma, Follicular genetics, Lymphoma, Follicular immunology, Lymphoma, Follicular pathology, Male, Middle Aged, Mutation, Neoplasm Recurrence, Local genetics, Neoplasm Recurrence, Local immunology, Neoplasm Recurrence, Local pathology, Prednisone administration & dosage, Prognosis, Retrospective Studies, Risk Factors, Treatment Outcome, Vincristine administration & dosage, Antibodies, Monoclonal, Murine-Derived administration & dosage, Immunotherapy, Lymphoma, Follicular drug therapy, Neoplasm Recurrence, Local drug therapy
- Abstract
Background: Follicular lymphoma is a clinically and genetically heterogeneous disease, but the prognostic value of somatic mutations has not been systematically assessed. We aimed to improve risk stratification of patients receiving first-line immunochemotherapy by integrating gene mutations into a prognostic model., Methods: We did DNA deep sequencing to retrospectively analyse the mutation status of 74 genes in 151 follicular lymphoma biopsy specimens that were obtained from patients within 1 year before beginning immunochemotherapy consisting of rituximab, cyclophosphamide, doxorubicin, vincristine, and prednisone (R-CHOP). These patients were recruited between May 4, 2000, and Oct 20, 2010, as part of a phase 3 trial (GLSG2000). Eligible patients had symptomatic, advanced stage follicular lymphoma and were previously untreated. The primary endpoints were failure-free survival (defined as less than a partial remission at the end of induction, relapse, progression, or death) and overall survival calculated from date of treatment initiation. Median follow-up was 7·7 years (IQR 5·5-9·3). Mutations and clinical factors were incorporated into a risk model for failure-free survival using multivariable L1-penalised Cox regression. We validated the risk model in an independent population-based cohort of 107 patients with symptomatic follicular lymphoma considered ineligible for curative irradiation. Pretreatment biopsies were taken between Feb 24, 2004, and Nov 24, 2009, within 1 year before beginning first-line immunochemotherapy consisting of rituximab, cyclophosphamide, vincristine, and prednisone (R-CVP). Median follow-up was 6·7 years (IQR 5·7-7·6)., Findings: We established a clinicogenetic risk model (termed m7-FLIPI) that included the mutation status of seven genes (EZH2, ARID1A, MEF2B, EP300, FOXO1, CREBBP, and CARD11), the Follicular Lymphoma International Prognostic Index (FLIPI), and Eastern Cooperative Oncology Group (ECOG) performance status. In the training cohort, m7-FLIPI defined a high-risk group (28%, 43/151) with 5-year failure-free survival of 38·29% (95% CI 25·31-57·95) versus 77·21% (95% CI 69·21-86·14) for the low-risk group (hazard ratio [HR] 4·14, 95% CI 2·47-6·93; p<0·0001; bootstrap-corrected HR 2·02), and outperformed a prognostic model of only gene mutations (HR 3·76, 95% CI 2·10-6·74; p<0·0001; bootstrap-corrected HR 1·57). The positive predictive value and negative predictive value for 5-year failure-free survival were 64% and 78%, respectively, with a C-index of 0·80 (95% CI 0·71-0·89). In the validation cohort, m7-FLIPI again defined a high-risk group (22%, 24/107) with 5-year failure-free survival of 25·00% (95% CI 12·50-49·99) versus 68·24% (58·84-79·15) in the low-risk group (HR 3·58, 95% CI 2·00-6·42; p<0.0001). The positive predictive value for 5-year failure-free survival was 72% and 68% for negative predictive value, with a C-index of 0·79 (95% CI 0·69-0·89). In the validation cohort, risk stratification by m7-FLIPI outperformed FLIPI alone (HR 2·18, 95% CI 1·21-3·92), and FLIPI combined with ECOG performance status (HR 2·03, 95% CI 1·12-3·67)., Interpretation: Integration of the mutational status of seven genes with clinical risk factors improves prognostication for patients with follicular lymphoma receiving first-line immunochemotherapy and is a promising approach to identify the subset at highest risk of treatment failure., Funding: Deutsche Krebshilfe, Terry Fox Research Institute., (Copyright © 2015 Elsevier Ltd. All rights reserved.)
- Published
- 2015
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25. Epigenetic dysregulation of hairy and enhancer of split 4 (HES4) is associated with striatal degeneration in postmortem Huntington brains.
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Bai G, Cheung I, Shulha HP, Coelho JE, Li P, Dong X, Jakovcevski M, Wang Y, Grigorenko A, Jiang Y, Hoss A, Patel K, Zheng M, Rogaev E, Myers RH, Weng Z, Akbarian S, and Chen JF
- Subjects
- Adult, Autopsy, Basic Helix-Loop-Helix Transcription Factors genetics, Case-Control Studies, Cell Line, Tumor, Chromatin Immunoprecipitation, DNA Methylation, Female, Genetic Loci, Genetic Markers, Genome-Wide Association Study, High-Throughput Nucleotide Sequencing, Homeodomain Proteins genetics, Humans, Male, Neostriatum metabolism, Neurons cytology, Neurons metabolism, Phylogeny, Promoter Regions, Genetic, RNA, Messenger genetics, RNA, Messenger metabolism, RNA, Small Interfering genetics, RNA, Small Interfering metabolism, Transcription Factor HES-1, Basic Helix-Loop-Helix Transcription Factors metabolism, Epigenesis, Genetic, Homeodomain Proteins metabolism, Huntington Disease genetics, Neostriatum pathology
- Abstract
To investigate epigenetic contributions to Huntington's disease (HD) pathogenesis, we carried out genome-wide mapping of the transcriptional mark, trimethyl-histone H3-lysine 4 (H3K4me3) in neuronal nuclei extracted from prefrontal cortex of HD cases and controls using chromatin immunoprecipitation followed by deep-sequencing. Neuron-specific mapping of the genome-wide distribution of H3K4me3 revealed 136 differentially enriched loci associated with genes implicated in neuronal development and neurodegeneration, including GPR3, TMEM106B, PDIA6 and the Notch signaling genes hairy and enhancer of split 4 (HES4) and JAGGED2, supporting the view that the neuronal epigenome is affected in HD. Importantly, loss of H3K4me3 at CpG-rich sequences on the HES4 promoter was associated with excessive DNA methylation, reduced binding of nuclear proteins to the methylated region and altered expression of HES4 and HES4 targeted genes MASH1 and P21 involved in striatal development. Moreover, hypermethylation of HES4 promoter sequences was strikingly correlated with measures of striatal degeneration and age-of-onset in a cohort of 25 HD brains (r = 0.56, P = 0.006). Lastly, shRNA knockdown of HES4 in human neuroblastoma cells altered MASH1 and P21 mRNA expression and markedly increased mutated HTT-induced aggregates and cell death. These findings, taken together, suggest that epigenetic dysregulation of HES4 could play a critical role in modifying HD disease pathogenesis and severity., (© The Author 2014. Published by Oxford University Press. All rights reserved. For Permissions, please email: journals.permissions@oup.com.)
- Published
- 2015
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26. The PPARα-FGF21 hormone axis contributes to metabolic regulation by the hepatic JNK signaling pathway.
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Vernia S, Cavanagh-Kyros J, Garcia-Haro L, Sabio G, Barrett T, Jung DY, Kim JK, Xu J, Shulha HP, Garber M, Gao G, and Davis RJ
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- Animals, Diet, High-Fat adverse effects, Gene Deletion, Insulin Resistance, MAP Kinase Kinase 4 genetics, MAP Kinase Kinase 4 metabolism, Male, Mice, Mice, Inbred C57BL, Obesity etiology, Obesity genetics, Obesity metabolism, Fibroblast Growth Factors metabolism, Liver metabolism, MAP Kinase Signaling System, PPAR alpha metabolism
- Abstract
The cJun NH2-terminal kinase (JNK) stress signaling pathway is implicated in the metabolic response to the consumption of a high-fat diet, including the development of obesity and insulin resistance. These metabolic adaptations involve altered liver function. Here, we demonstrate that hepatic JNK potently represses the nuclear hormone receptor peroxisome proliferator-activated receptor α (PPARα). Therefore, JNK causes decreased expression of PPARα target genes that increase fatty acid oxidation and ketogenesis and promote the development of insulin resistance. We show that the PPARα target gene fibroblast growth factor 21 (Fgf21) plays a key role in this response because disruption of the hepatic PPARα-FGF21 hormone axis suppresses the metabolic effects of JNK deficiency. This analysis identifies the hepatokine FGF21 as a critical mediator of JNK signaling in the liver., (Copyright © 2014 Elsevier Inc. All rights reserved.)
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- 2014
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27. Endogenous U2·U5·U6 snRNA complexes in S. pombe are intron lariat spliceosomes.
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Chen W, Shulha HP, Ashar-Patel A, Yan J, Green KM, Query CC, Rhind N, Weng Z, and Moore MJ
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- Blotting, Northern, Blotting, Western, High-Throughput Nucleotide Sequencing, Humans, Nucleic Acid Conformation, RNA, Small Nuclear metabolism, Schizosaccharomyces metabolism, Spliceosomes metabolism, Introns genetics, RNA Splicing genetics, RNA, Small Nuclear genetics, Schizosaccharomyces genetics, Spliceosomes genetics
- Abstract
Excision of introns from pre-mRNAs is mediated by the spliceosome, a multi-megadalton complex consisting of U1, U2, U4/U6, and U5 snRNPs plus scores of associated proteins. Spliceosome assembly and disassembly are highly dynamic processes involving multiple stable intermediates. In this study, we utilized a split TAP-tag approach for large-scale purification of an abundant endogenous U2·U5·U6 complex from Schizosaccharomyces pombe. RNAseq revealed this complex to largely contain excised introns, indicating that it is primarily ILS (intron lariat spliceosome) complexes. These endogenous ILS complexes are remarkably resistant to both high-salt and nuclease digestion. Mass spectrometry analysis identified 68, 45, and 43 proteins in low-salt-, high-salt-, and micrococcal nuclease-treated preps, respectively. The protein content of a S. pombe ILS complex strongly resembles that previously reported for human spliced product (P) and Saccharomyces cerevisiae ILS complexes assembled on single pre-mRNAs in vitro. However, the ATP-dependent RNA helicase Brr2 was either substoichiometric in low-salt preps or completely absent from high-salt and MNase preps. Because Brr2 facilitates spliceosome disassembly, its relative absence may explain why the ILS complex accumulates logarithmically growing cultures and the inability of S. pombe extracts to support in vitro splicing.
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- 2014
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28. Coordinated cell type-specific epigenetic remodeling in prefrontal cortex begins before birth and continues into early adulthood.
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Shulha HP, Cheung I, Guo Y, Akbarian S, and Weng Z
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- Adolescent, Adult, Aged, Aged, 80 and over, Cell Differentiation, Child, Child, Preschool, Female, Histone-Lysine N-Methyltransferase metabolism, Humans, Infant, Infant, Newborn, Methylation, Middle Aged, Neurons cytology, Neurons physiology, Organ Specificity, Prefrontal Cortex cytology, Prefrontal Cortex embryology, Pregnancy, Young Adult, Epigenesis, Genetic, Histones physiology, Human Development, Prefrontal Cortex physiology
- Abstract
Development of prefrontal and other higher-order association cortices is associated with widespread changes in the cortical transcriptome, particularly during the transitions from prenatal to postnatal development, and from early infancy to later stages of childhood and early adulthood. However, the timing and longitudinal trajectories of neuronal gene expression programs during these periods remain unclear in part because of confounding effects of concomitantly occurring shifts in neuron-to-glia ratios. Here, we used cell type-specific chromatin sorting techniques for genome-wide profiling of a histone mark associated with transcriptional regulation--H3 with trimethylated lysine 4 (H3K4me3)--in neuronal chromatin from 31 subjects from the late gestational period to 80 years of age. H3K4me3 landscapes of prefrontal neurons were developmentally regulated at 1,157 loci, including 768 loci that were proximal to transcription start sites. Multiple algorithms consistently revealed that the overwhelming majority and perhaps all of developmentally regulated H3K4me3 peaks were on a unidirectional trajectory defined by either rapid gain or loss of histone methylation during the late prenatal period and the first year after birth, followed by similar changes but with progressively slower kinetics during early and later childhood and only minimal changes later in life. Developmentally downregulated H3K4me3 peaks in prefrontal neurons were enriched for Paired box (Pax) and multiple Signal Transducer and Activator of Transcription (STAT) motifs, which are known to promote glial differentiation. In contrast, H3K4me3 peaks subject to a progressive increase in maturing prefrontal neurons were enriched for activating protein-1 (AP-1) recognition elements that are commonly associated with activity-dependent regulation of neuronal gene expression. We uncovered a developmental program governing the remodeling of neuronal histone methylation landscapes in the prefrontal cortex from the late prenatal period to early adolescence, which is linked to cis-regulatory sequences around transcription start sites., Competing Interests: The authors have declared that no competing interests exist.
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- 2013
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29. The Missing Heritability in T1D and Potential New Targets for Prevention.
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Pierce BG, Eberwine R, Noble JA, Habib M, Shulha HP, Weng Z, Blankenhorn EP, and Mordes JP
- Abstract
Type 1 diabetes (T1D) is a T cell-mediated disease. It is strongly associated with susceptibility haplotypes within the major histocompatibility complex, but this association accounts for an estimated 50% of susceptibility. Other studies have identified as many as 50 additional susceptibility loci, but the effect of most is very modest (odds ratio (OR) <1.5). What accounts for the "missing heritability" is unknown and is often attributed to environmental factors. Here we review new data on the cognate ligand of MHC molecules, the T cell receptor (TCR). In rats, we found that one allele of a TCR variable gene, V β 13A, is strongly associated with T1D (OR >5) and that deletion of V β 13+ T cells prevents diabetes. A role for the TCR is also suspected in NOD mice, but TCR regions have not been associated with human T1D. To investigate this disparity, we tested the hypothesis in silico that previous studies of human T1D genetics were underpowered to detect MHC-contingent TCR susceptibility. We show that stratifying by MHC markedly increases statistical power to detect potential TCR susceptibility alleles. We suggest that the TCR regions are viable candidates for T1D susceptibility genes, could account for "missing heritability," and could be targets for prevention.
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- 2013
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30. Human-specific histone methylation signatures at transcription start sites in prefrontal neurons.
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Shulha HP, Crisci JL, Reshetov D, Tushir JS, Cheung I, Bharadwaj R, Chou HJ, Houston IB, Peter CJ, Mitchell AC, Yao WD, Myers RH, Chen JF, Preuss TM, Rogaev EI, Jensen JD, Weng Z, and Akbarian S
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- Adult, Animals, Base Sequence, Child, Chromatin metabolism, Chromatin Assembly and Disassembly, Chromosome Mapping, Cognition, Contactins genetics, Dipeptidyl-Peptidases and Tripeptidyl-Peptidases genetics, Epigenesis, Genetic, Evolution, Molecular, Gene Regulatory Networks, Genetic Loci, Histones genetics, Humans, Lysine metabolism, Macaca genetics, Mental Disorders genetics, Neurons cytology, Pan troglodytes genetics, Phylogeny, Polycomb-Group Proteins metabolism, Prefrontal Cortex metabolism, Regulatory Sequences, Nucleic Acid, Species Specificity, Transcription, Genetic, DNA Methylation, Histones metabolism, Neurons metabolism, Prefrontal Cortex cytology, Transcription Initiation Site
- Abstract
Cognitive abilities and disorders unique to humans are thought to result from adaptively driven changes in brain transcriptomes, but little is known about the role of cis-regulatory changes affecting transcription start sites (TSS). Here, we mapped in human, chimpanzee, and macaque prefrontal cortex the genome-wide distribution of histone H3 trimethylated at lysine 4 (H3K4me3), an epigenetic mark sharply regulated at TSS, and identified 471 sequences with human-specific enrichment or depletion. Among these were 33 loci selectively methylated in neuronal but not non-neuronal chromatin from children and adults, including TSS at DPP10 (2q14.1), CNTN4 and CHL1 (3p26.3), and other neuropsychiatric susceptibility genes. Regulatory sequences at DPP10 and additional loci carried a strong footprint of hominid adaptation, including elevated nucleotide substitution rates and regulatory motifs absent in other primates (including archaic hominins), with evidence for selective pressures during more recent evolution and adaptive fixations in modern populations. Chromosome conformation capture at two neurodevelopmental disease loci, 2q14.1 and 16p11.2, revealed higher order chromatin structures resulting in physical contact of multiple human-specific H3K4me3 peaks spaced 0.5-1 Mb apart, in conjunction with a novel cis-bound antisense RNA linked to Polycomb repressor proteins and downregulated DPP10 expression. Therefore, coordinated epigenetic regulation via newly derived TSS chromatin could play an important role in the emergence of human-specific gene expression networks in brain that contribute to cognitive functions and neurological disease susceptibility in modern day humans., Competing Interests: The authors have declared that no competing interests exist.
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- 2012
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31. Developmental regulation and individual differences of neuronal H3K4me3 epigenomes in the prefrontal cortex.
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Cheung I, Shulha HP, Jiang Y, Matevossian A, Wang J, Weng Z, and Akbarian S
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- Adolescent, Adult, Aged, Antigens, Nuclear metabolism, Cell Count, Child, Child, Preschool, Chromatin Assembly and Disassembly genetics, Gene Expression Profiling, Humans, Infant, Methylation, Middle Aged, Nerve Tissue Proteins metabolism, RNA, Messenger genetics, RNA, Messenger metabolism, Young Adult, Epigenesis, Genetic, Gene Expression Regulation, Developmental, Genome genetics, Histones metabolism, Lysine metabolism, Neurons metabolism, Prefrontal Cortex metabolism
- Abstract
Little is known about the regulation of neuronal and other cell-type specific epigenomes from the brain. Here, we map the genome-wide distribution of trimethylated histone H3K4 (H3K4me3), a mark associated with transcriptional regulation, in neuronal and nonneuronal nuclei collected from prefrontal cortex (PFC) of 11 individuals ranging in age from 0.5 to 69 years. Massively parallel sequencing identified 12,732-19,704 H3K4me3 enriched regions (peaks), the majority located proximal to (within 2 kb of) the transcription start site (TSS) of annotated genes. These included peaks shared by neurons in comparison with three control (lymphocyte) cell types, as well as peaks specific to individual subjects. We identified 6,213 genes that show highly enriched H3K4me3 in neurons versus control. At least 1,370 loci, including annotated genes and novel transcripts, were selectively tagged with H3K4me3 in neuronal but not in nonneuronal PFC chromatin. Our results reveal age-correlated neuronal epigenome reorganization, including decreased H3K4me3 at approximately 600 genes (many function in developmental processes) during the first year after birth. In comparison, the epigenome of aging (>60 years) PFC neurons showed less extensive changes, including increased H3K4me3 at 100 genes. These findings demonstrate that H3K4me3 in human PFC is highly regulated in a cell type- and subject-specific manner and highlight the importance of early childhood for developmentally regulated chromatin remodeling in prefrontal neurons.
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- 2010
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32. Systematic evaluation of variability in ChIP-chip experiments using predefined DNA targets.
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Johnson DS, Li W, Gordon DB, Bhattacharjee A, Curry B, Ghosh J, Brizuela L, Carroll JS, Brown M, Flicek P, Koch CM, Dunham I, Bieda M, Xu X, Farnham PJ, Kapranov P, Nix DA, Gingeras TR, Zhang X, Holster H, Jiang N, Green RD, Song JS, McCuine SA, Anton E, Nguyen L, Trinklein ND, Ye Z, Ching K, Hawkins D, Ren B, Scacheri PC, Rozowsky J, Karpikov A, Euskirchen G, Weissman S, Gerstein M, Snyder M, Yang A, Moqtaderi Z, Hirsch H, Shulha HP, Fu Y, Weng Z, Struhl K, Myers RM, Lieb JD, and Liu XS
- Subjects
- Algorithms, Chromosome Aberrations, DNA chemistry, Genome, Human, Humans, Oligonucleotide Probes, Polymerase Chain Reaction, ROC Curve, Reproducibility of Results, Tandem Repeat Sequences, Chromatin Immunoprecipitation methods, Oligonucleotide Array Sequence Analysis methods
- Abstract
The most widely used method for detecting genome-wide protein-DNA interactions is chromatin immunoprecipitation on tiling microarrays, commonly known as ChIP-chip. Here, we conducted the first objective analysis of tiling array platforms, amplification procedures, and signal detection algorithms in a simulated ChIP-chip experiment. Mixtures of human genomic DNA and "spike-ins" comprised of nearly 100 human sequences at various concentrations were hybridized to four tiling array platforms by eight independent groups. Blind to the number of spike-ins, their locations, and the range of concentrations, each group made predictions of the spike-in locations. We found that microarray platform choice is not the primary determinant of overall performance. In fact, variation in performance between labs, protocols, and algorithms within the same array platform was greater than the variation in performance between array platforms. However, each array platform had unique performance characteristics that varied with tiling resolution and the number of replicates, which have implications for cost versus detection power. Long oligonucleotide arrays were slightly more sensitive at detecting very low enrichment. On all platforms, simple sequence repeats and genome redundancy tended to result in false positives. LM-PCR and WGA, the most popular sample amplification techniques, reproduced relative enrichment levels with high fidelity. Performance among signal detection algorithms was heavily dependent on array platform. The spike-in DNA samples and the data presented here provide a stable benchmark against which future ChIP platforms, protocol improvements, and analysis methods can be evaluated.
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- 2008
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33. Epitope tagging of endogenous proteins for genome-wide ChIP-chip studies.
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Zhang X, Guo C, Chen Y, Shulha HP, Schnetz MP, LaFramboise T, Bartels CF, Markowitz S, Weng Z, Scacheri PC, and Wang Z
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- Epitopes genetics, Epitopes immunology, Epitopes metabolism, Proteins immunology, Staining and Labeling, Chromatin Immunoprecipitation methods, Chromosome Mapping methods, Epitope Mapping methods, Genetic Vectors genetics, Oligonucleotide Array Sequence Analysis methods, Proteins genetics, Proteins metabolism
- Abstract
We developed a strategy to introduce epitope tag-encoding DNA into endogenous loci by homologous recombination-mediated 'knock-in'. The tagging method is straightforward, can be applied to many loci and several human somatic cell lines, and can facilitate many functional analyses including western blot, immunoprecipitation, immunofluorescence and chromatin immunoprecipitation-microarray (ChIP-chip). The knock-in approach provides a general solution for the study of proteins to which antibodies are substandard or not available.
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- 2008
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34. High-resolution mapping and characterization of open chromatin across the genome.
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Boyle AP, Davis S, Shulha HP, Meltzer P, Margulies EH, Weng Z, Furey TS, and Crawford GE
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- Algorithms, Area Under Curve, Binding Sites, CD4-Positive T-Lymphocytes cytology, Cell Nucleus metabolism, Chromatin Immunoprecipitation, Chromosome Mapping methods, Chromosomes, Human, Deoxyribonuclease I chemistry, Deoxyribonuclease I pharmacology, Genome, Human immunology, Histones chemistry, Humans, Nucleosomes chemistry, Oligonucleotide Array Sequence Analysis, Promoter Regions, Genetic, ROC Curve, Sensitivity and Specificity, Sequence Analysis, DNA, Transcription Factors metabolism, Chromatin genetics, Genome, Human genetics
- Abstract
Mapping DNase I hypersensitive (HS) sites is an accurate method of identifying the location of genetic regulatory elements, including promoters, enhancers, silencers, insulators, and locus control regions. We employed high-throughput sequencing and whole-genome tiled array strategies to identify DNase I HS sites within human primary CD4+ T cells. Combining these two technologies, we have created a comprehensive and accurate genome-wide open chromatin map. Surprisingly, only 16%-21% of the identified 94,925 DNase I HS sites are found in promoters or first exons of known genes, but nearly half of the most open sites are in these regions. In conjunction with expression, motif, and chromatin immunoprecipitation data, we find evidence of cell-type-specific characteristics, including the ability to identify transcription start sites and locations of different chromatin marks utilized in these cells. In addition, and unexpectedly, our analyses have uncovered detailed features of nucleosome structure.
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- 2008
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35. Identification and characterization of cell type-specific and ubiquitous chromatin regulatory structures in the human genome.
- Author
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Xi H, Shulha HP, Lin JM, Vales TR, Fu Y, Bodine DM, McKay RD, Chenoweth JG, Tesar PJ, Furey TS, Ren B, Weng Z, and Crawford GE
- Subjects
- Base Sequence, Binding Sites, CCCTC-Binding Factor, Cell Lineage genetics, Cells, Cultured, Chromosome Mapping, Cluster Analysis, CpG Islands genetics, DNA-Binding Proteins metabolism, Deoxyribonuclease I metabolism, HeLa Cells, Humans, Insulator Elements genetics, K562 Cells, Microarray Analysis, Molecular Sequence Data, Repressor Proteins metabolism, Research Design, Sequence Analysis, DNA methods, Chromatin chemistry, Genome, Human, Organ Specificity genetics, Regulatory Elements, Transcriptional
- Abstract
The identification of regulatory elements from different cell types is necessary for understanding the mechanisms controlling cell type-specific and housekeeping gene expression. Mapping DNaseI hypersensitive (HS) sites is an accurate method for identifying the location of functional regulatory elements. We used a high throughput method called DNase-chip to identify 3,904 DNaseI HS sites from six cell types across 1% of the human genome. A significant number (22%) of DNaseI HS sites from each cell type are ubiquitously present among all cell types studied. Surprisingly, nearly all of these ubiquitous DNaseI HS sites correspond to either promoters or insulator elements: 86% of them are located near annotated transcription start sites and 10% are bound by CTCF, a protein with known enhancer-blocking insulator activity. We also identified a large number of DNaseI HS sites that are cell type specific (only present in one cell type); these regions are enriched for enhancer elements and correlate with cell type-specific gene expression as well as cell type-specific histone modifications. Finally, we found that approximately 8% of the genome overlaps a DNaseI HS site in at least one the six cell lines studied, indicating that a significant percentage of the genome is potentially functional., Competing Interests: Competing interests. The authors have declared that no competing interests exist.
- Published
- 2007
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36. Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.
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Birney E, Stamatoyannopoulos JA, Dutta A, Guigó R, Gingeras TR, Margulies EH, Weng Z, Snyder M, Dermitzakis ET, Thurman RE, Kuehn MS, Taylor CM, Neph S, Koch CM, Asthana S, Malhotra A, Adzhubei I, Greenbaum JA, Andrews RM, Flicek P, Boyle PJ, Cao H, Carter NP, Clelland GK, Davis S, Day N, Dhami P, Dillon SC, Dorschner MO, Fiegler H, Giresi PG, Goldy J, Hawrylycz M, Haydock A, Humbert R, James KD, Johnson BE, Johnson EM, Frum TT, Rosenzweig ER, Karnani N, Lee K, Lefebvre GC, Navas PA, Neri F, Parker SC, Sabo PJ, Sandstrom R, Shafer A, Vetrie D, Weaver M, Wilcox S, Yu M, Collins FS, Dekker J, Lieb JD, Tullius TD, Crawford GE, Sunyaev S, Noble WS, Dunham I, Denoeud F, Reymond A, Kapranov P, Rozowsky J, Zheng D, Castelo R, Frankish A, Harrow J, Ghosh S, Sandelin A, Hofacker IL, Baertsch R, Keefe D, Dike S, Cheng J, Hirsch HA, Sekinger EA, Lagarde J, Abril JF, Shahab A, Flamm C, Fried C, Hackermüller J, Hertel J, Lindemeyer M, Missal K, Tanzer A, Washietl S, Korbel J, Emanuelsson O, Pedersen JS, Holroyd N, Taylor R, Swarbreck D, Matthews N, Dickson MC, Thomas DJ, Weirauch MT, Gilbert J, Drenkow J, Bell I, Zhao X, Srinivasan KG, Sung WK, Ooi HS, Chiu KP, Foissac S, Alioto T, Brent M, Pachter L, Tress ML, Valencia A, Choo SW, Choo CY, Ucla C, Manzano C, Wyss C, Cheung E, Clark TG, Brown JB, Ganesh M, Patel S, Tammana H, Chrast J, Henrichsen CN, Kai C, Kawai J, Nagalakshmi U, Wu J, Lian Z, Lian J, Newburger P, Zhang X, Bickel P, Mattick JS, Carninci P, Hayashizaki Y, Weissman S, Hubbard T, Myers RM, Rogers J, Stadler PF, Lowe TM, Wei CL, Ruan Y, Struhl K, Gerstein M, Antonarakis SE, Fu Y, Green ED, Karaöz U, Siepel A, Taylor J, Liefer LA, Wetterstrand KA, Good PJ, Feingold EA, Guyer MS, Cooper GM, Asimenos G, Dewey CN, Hou M, Nikolaev S, Montoya-Burgos JI, Löytynoja A, Whelan S, Pardi F, Massingham T, Huang H, Zhang NR, Holmes I, Mullikin JC, Ureta-Vidal A, Paten B, Seringhaus M, Church D, Rosenbloom K, Kent WJ, Stone EA, Batzoglou S, Goldman N, Hardison RC, Haussler D, Miller W, Sidow A, Trinklein ND, Zhang ZD, Barrera L, Stuart R, King DC, Ameur A, Enroth S, Bieda MC, Kim J, Bhinge AA, Jiang N, Liu J, Yao F, Vega VB, Lee CW, Ng P, Shahab A, Yang A, Moqtaderi Z, Zhu Z, Xu X, Squazzo S, Oberley MJ, Inman D, Singer MA, Richmond TA, Munn KJ, Rada-Iglesias A, Wallerman O, Komorowski J, Fowler JC, Couttet P, Bruce AW, Dovey OM, Ellis PD, Langford CF, Nix DA, Euskirchen G, Hartman S, Urban AE, Kraus P, Van Calcar S, Heintzman N, Kim TH, Wang K, Qu C, Hon G, Luna R, Glass CK, Rosenfeld MG, Aldred SF, Cooper SJ, Halees A, Lin JM, Shulha HP, Zhang X, Xu M, Haidar JN, Yu Y, Ruan Y, Iyer VR, Green RD, Wadelius C, Farnham PJ, Ren B, Harte RA, Hinrichs AS, Trumbower H, Clawson H, Hillman-Jackson J, Zweig AS, Smith K, Thakkapallayil A, Barber G, Kuhn RM, Karolchik D, Armengol L, Bird CP, de Bakker PI, Kern AD, Lopez-Bigas N, Martin JD, Stranger BE, Woodroffe A, Davydov E, Dimas A, Eyras E, Hallgrímsdóttir IB, Huppert J, Zody MC, Abecasis GR, Estivill X, Bouffard GG, Guan X, Hansen NF, Idol JR, Maduro VV, Maskeri B, McDowell JC, Park M, Thomas PJ, Young AC, Blakesley RW, Muzny DM, Sodergren E, Wheeler DA, Worley KC, Jiang H, Weinstock GM, Gibbs RA, Graves T, Fulton R, Mardis ER, Wilson RK, Clamp M, Cuff J, Gnerre S, Jaffe DB, Chang JL, Lindblad-Toh K, Lander ES, Koriabine M, Nefedov M, Osoegawa K, Yoshinaga Y, Zhu B, and de Jong PJ
- Subjects
- Chromatin genetics, Chromatin metabolism, Chromatin Immunoprecipitation, Conserved Sequence genetics, DNA Replication, Evolution, Molecular, Exons genetics, Genetic Variation genetics, Heterozygote, Histones metabolism, Humans, Pilot Projects, Protein Binding, RNA, Messenger genetics, RNA, Untranslated genetics, Transcription Factors metabolism, Transcription Initiation Site, Genome, Human genetics, Genomics, Regulatory Sequences, Nucleic Acid genetics, Transcription, Genetic genetics
- Abstract
We report the generation and analysis of functional data from multiple, diverse experiments performed on a targeted 1% of the human genome as part of the pilot phase of the ENCODE Project. These data have been further integrated and augmented by a number of evolutionary and computational analyses. Together, our results advance the collective knowledge about human genome function in several major areas. First, our studies provide convincing evidence that the genome is pervasively transcribed, such that the majority of its bases can be found in primary transcripts, including non-protein-coding transcripts, and those that extensively overlap one another. Second, systematic examination of transcriptional regulation has yielded new understanding about transcription start sites, including their relationship to specific regulatory sequences and features of chromatin accessibility and histone modification. Third, a more sophisticated view of chromatin structure has emerged, including its inter-relationship with DNA replication and transcriptional regulation. Finally, integration of these new sources of information, in particular with respect to mammalian evolution based on inter- and intra-species sequence comparisons, has yielded new mechanistic and evolutionary insights concerning the functional landscape of the human genome. Together, these studies are defining a path for pursuit of a more comprehensive characterization of human genome function.
- Published
- 2007
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