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Tyrrell J, Zheng J, Beaumont R, Hinton K, Richardson TG, Wood AR, Davey Smith G, Frayling TM, Tilling K. Genetic predictors of participation in optional components of UK Biobank. Nat Commun 2021; 12:886. [PMID: 33563987 PMCID: PMC7873270 DOI: 10.1038/s41467-021-21073-y] [Citation(s) in RCA: 74] [Impact Index Per Article: 24.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/11/2020] [Accepted: 12/09/2020] [Indexed: 01/01/2023] Open
Abstract
Large studies such as UK Biobank are increasingly used for GWAS and Mendelian randomization (MR) studies. However, selection into and dropout from studies may bias genetic and phenotypic associations. We examine genetic factors affecting participation in four optional components in up to 451,306 UK Biobank participants. We used GWAS to identify genetic variants associated with participation, MR to estimate effects of phenotypes on participation, and genetic correlations to compare participation bias across different studies. 32 variants were associated with participation in one of the optional components (P < 6 × 10−9), including loci with links to intelligence and Alzheimer’s disease. Genetic correlations demonstrated that participation bias was common across studies. MR showed that longer educational duration, older menarche and taller stature increased participation, whilst higher levels of adiposity, dyslipidaemia, neuroticism, Alzheimer’s and schizophrenia reduced participation. Our effect estimates can be used for sensitivity analysis to account for selective participation biases in genetic or non-genetic analyses. Large BioBank studies are commonly used in GWAS, but may be biased by factors affecting participation and dropout. Here the authors show that some of the factors affecting participation may have underlying genetic components.
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Affiliation(s)
- Jessica Tyrrell
- Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK.
| | - Jie Zheng
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK.,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Robin Beaumont
- Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK
| | - Kathryn Hinton
- Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK
| | - Tom G Richardson
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK.,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Andrew R Wood
- Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK
| | - George Davey Smith
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK.,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK
| | - Timothy M Frayling
- Genetics of Complex Traits, College of Medicine and Health, University of Exeter, Exeter, UK
| | - Kate Tilling
- MRC Integrative Epidemiology Unit at the University of Bristol, University of Bristol, Bristol, UK. .,Population Health Sciences, Bristol Medical School, University of Bristol, Bristol, UK.
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Fourrier C, Sampson E, Hori H, Schubert KO, Clark S, Mills NT, Baune BT. Exploratory study of association between blood immune markers and cognitive symptom severity in major depressive disorder: Stratification by body mass index status. Brain Behav Immun 2020; 88:242-251. [PMID: 32526448 DOI: 10.1016/j.bbi.2020.06.007] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/31/2020] [Revised: 06/01/2020] [Accepted: 06/02/2020] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND A subset of patients with Major Depressive Disorder (MDD) have shown differences relative to healthy controls in blood inflammatory and immune markers. Meanwhile, MDD and comorbid obesity appear to present with distinct biological and symptom characteristics, categorised as "atypical" or "immunometabolic" depression, although the relevant underlying biological mechanisms are still uncertain. Therefore, this exploratory study aimed to better characterise the relationship between peripheral blood immune markers and symptoms of MDD, as well as the extent to which body mass index (BMI) may alter this relationship. METHODS Linear regression analyses were performed between selected baseline characteristics including clinical scales and blood inflammatory markers in participants with MDD (n = 119) enrolled in the PREDDICT randomised controlled trial (RCT), using age, sex and BMI as covariates, and then stratified by BMI status. Specifically, the Montgomery-Åsberg Depression Rating Scale (MADRS) for symptom severity, Clinical Global Impression scale (CGI) for functional impairment, Oxford Depression Questionnaire (ODQ) for emotional blunting, and THINC integrated tool (THINC-it) for cognitive function were considered as clinical measures. RESULTS There was a significant association between basophil count and THINC-it Codebreaker mean response time (associated with complex attention, perceptual motor, executive function, and learning and memory abilities) in overweight individuals and with THINC-it Trails total response time (associated with executive function ability) in moderately obese individuals, when controlling for age, sex, and years of education. No correlation was found between any tested blood markers and MADRS, CGI or ODQ clinical measures, regardless of BMI. DISCUSSION Although the present study is exploratory, the results suggest that targeting of the immune system and of metabolic parameters might confer benefits, specifically in patients with high BMI and experiencing cognitive impairment associated with MDD. TRIAL REGISTRATION Australian New Zealand Clinical Trials Registry (ANZCTR), ACTRN12617000527369p. Registered on 11 April 2017.
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Affiliation(s)
- Célia Fourrier
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia; Hopwood Centre for Neurobiology, Lifelong Health Theme, South Australian Health and Medical Research Institute, Adelaide, South Australia, Australia
| | - Emma Sampson
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Hikaru Hori
- Department of Psychiatry, School of Medicine, University of Occupational and Environmental Health, Kitakyushu City, Japan
| | - K Oliver Schubert
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia; Northern Adelaide Mental Health Service, Salisbury, Australia
| | - Scott Clark
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Natalie T Mills
- Discipline of Psychiatry, Adelaide Medical School, University of Adelaide, Adelaide, Australia
| | - Bernhard T Baune
- Department of Psychiatry and Psychotherapy, University Hospital Münster, University of Münster, Münster, Germany; Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Melbourne, Australia; The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Parkville, VIC, Australia.
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Uysal S, Reich DL. Neurocognitive Outcomes of Cardiac Surgery. J Cardiothorac Vasc Anesth 2013; 27:958-71. [DOI: 10.1053/j.jvca.2012.11.021] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/12/2012] [Indexed: 11/11/2022]
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Milano AD, Dodonov M, Onorati F, Menon T, Gottin L, Malerba G, Mazzucco A, Faggian G. Pulsatile flow decreases gaseous micro-bubble filtering properties of oxygenators without integrated arterial filters during cardiopulmonary bypass. Interact Cardiovasc Thorac Surg 2013; 17:811-7. [PMID: 23842758 DOI: 10.1093/icvts/ivt264] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
OBJECTIVES Cardiopulmonary bypass (CPB) has a risk of embolic injury with an important role of gaseous micro-bubbles (GMBs), coming from CPB-circuit. Pulsatile perfusion (PP) can provide specific conditions for supplementary GMB-activity with respect to non-pulsatile (NP). We aimed to test GMB-filtering properties of three modern oxygenators under pulsatile and non-pulsatile conditions. METHODS Seventy-eight patients undergoing on-pump myocardial revascularization were randomized prospectively into three equal groups according to the oxygenator model used during CPB. Terumo Capiox-FX25, Sorin Synthesis or Maquet Quadrox-i-Adult membrane oxygenators were tested. Each group was divided equally to undergo PP or NP. GMBs were counted by means of a GAMPT-BCC200 bubble-counter with two probes placed at preoxygenator and arterial post-filter positions. Results were evaluated in terms of GMB-volume, GMB-number, amount of large over-ranged GMBs, a series of filtering indices and major neurological outcomes. RESULTS PP decreased GMB-filtering properties of the tested oxygenators. Those with integrated filters (CAPIOX-FX25 and SYNTHESIS) did not show significant differences between perfusion groups, while QUADROX-i oxygenator with external arterial filter showed significantly higher GMB-volume (P < 0.001), GMB-number (P < 0.001) and amount of over-ranged bubbles (P < 0.001) detected in arterial line during PP. Despite the differences in filtering capacity of all circuits with both types of perfusion, no important differences in clinical outcomes and major neurological events were observed. CONCLUSIONS Pulsatile flow decreases gaseous micro-bubble filtering properties of oxygenators without integrated arterial filters during CPB. PP requires specially designed circuit components to avoid the risk of additional GMB delivery.
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Affiliation(s)
- Aldo D Milano
- Division of Cardiac Surgery, University of Verona Medical School, Verona, Italy
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Kruis RWJ, Vlasveld FAE, Van Dijk D. The (Un)Importance of Cerebral Microemboli. Semin Cardiothorac Vasc Anesth 2010; 14:111-8. [DOI: 10.1177/1089253210370903] [Citation(s) in RCA: 66] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: The use of cardiopulmonary bypass (CPB) is associated with cerebral microemboli. Cognitive decline after cardiac surgery has therefore always been attributed to the use of CPB. However, randomized studies comparing coronary bypass surgery with and without CPB failed to establish a clear cognitive benefit of avoiding CPB. The aim of this analysis was to systematically review the studies that directly assessed the association between cerebral microemboli and cognitive decline after cardiac surgery. Methods: The electronic database of PubMed of the National Library of Medicine from 1980 until 2009 was searched to identify relevant literature. Search terms related to “cardiac surgery,” “microemboli,” and “cognitive decline” were used. Studies were reviewed independently by 2 reviewers and relevant articles were included completely if they matched the selection criteria. This review included studies in adult cardiac surgical patients reporting both a measure of cerebral embolic load and cognitive outcomes. Results: The literature search yielded 423 different titles, of which 22 met the selection criteria. All 22 studies used neuropsychological tests to determine cognitive outcome. Seven studies used postoperative (diffusion-weighted) magnetic resonance imaging (MRI) to detect cerebral emboli and 15 studies used intraoperative transcranial Doppler imaging. In 1 MRI study and 5 Doppler studies, an association was found between the number of cerebral emboli and the risk of postoperative cognitive decline. In 15 studies, such an association could not be established. One study did not assess the direct relation between microemboli and cognitive decline. Conclusion: This systematic review could neither confirm nor rule out a causal link between emboli from CPB and postoperative cognitive decline.
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Liu YH, Wang DX, Li LH, Wu XM, Shan GJ, Su Y, Li J, Yu QJ, Shi CX, Huang YN, Sun W. The Effects of Cardiopulmonary Bypass on the Number of Cerebral Microemboli and the Incidence of Cognitive Dysfunction After Coronary Artery Bypass Graft Surgery. Anesth Analg 2009; 109:1013-22. [DOI: 10.1213/ane.0b013e3181aed2bb] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
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Bruce JM, Harrington CJ, Foster S, Westervelt HJ. Common blood laboratory values are associated with cognition among older inpatients referred for neuropsychological testing. Clin Neuropsychol 2009; 23:909-25. [DOI: 10.1080/13854040902795026] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/20/2022]
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Demir T, Demir H, Tansel T, Kalko Y, Tireli E, Dayioglu E, Barlas S, Onursal E. Influence of Methylprednisolone on Levels of Neuron-Specific Enolase in Cardiac Surgery: A Corticosteroid Derivative to Decrease Possible Neuronal Damage. J Card Surg 2009; 24:397-403. [DOI: 10.1111/j.1540-8191.2009.00842.x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
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Martin KK, Wigginton JB, Babikian VL, Pochay VE, Crittenden MD, Rudolph JL. Intraoperative cerebral high-intensity transient signals and postoperative cognitive function: a systematic review. Am J Surg 2008; 197:55-63. [PMID: 18723157 DOI: 10.1016/j.amjsurg.2007.12.060] [Citation(s) in RCA: 77] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2007] [Revised: 12/06/2007] [Accepted: 12/06/2007] [Indexed: 11/28/2022]
Abstract
BACKGROUND Much attention in the literature has focused on the relationship between perioperative microemboli during cardiac and vascular surgery and postoperative cognitive decline. Transcranial Doppler ultrasonography (TCD) has been used to measure high-intensity transient signals (HITS), which represent microemboli during cardiac, vascular, and orthopedic surgery. The purpose of this study was to systematically examine the literature with respect to HITS and postoperative cognitive function. METHODS Systematic PubMed searches identified articles related to the use of TCD and cognitive function in the surgical setting. RESULTS The literature remains largely undecided on the role of HITS and cognitive impairment after surgery, with most studies being underpowered to show a relationship. Although the cognitive effects of HITS may be difficult to detect, subclinical microemboli present potential harm, which may be modifiable. CONCLUSIONS TCD represents a tool for intraoperative cerebral monitoring to reduce the number of HITS during surgery.
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Affiliation(s)
- Kristin K Martin
- Plaza Medical Center, General Surgery Residency, Fort Worth, TX, USA
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Djaiani G, Fedorko L, Borger MA, Green R, Carroll J, Marcon M, Karski J. Continuous-Flow Cell Saver Reduces Cognitive Decline in Elderly Patients After Coronary Bypass Surgery. Circulation 2007; 116:1888-95. [DOI: 10.1161/circulationaha.107.698001] [Citation(s) in RCA: 116] [Impact Index Per Article: 6.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Affiliation(s)
- George Djaiani
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Ludwik Fedorko
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Michael A. Borger
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Robin Green
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Jo Carroll
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Michael Marcon
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
| | - Jacek Karski
- From the Department of Anesthesiology (G.D., L.F., J.C., J.K.), Division of Cardiovascular Surgery (M.A.B.), and Toronto Rehabilitation Institute (R.G.), Toronto General Hospital, University of Toronto, Toronto, Ontario, Canada; and InControl Technologies Inc, Houston, Tex (M.M.)
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