Literature DB >> 33827854

Linked electronic health records for research on a nationwide cohort of more than 54 million people in England: data resource.

Angela Wood1,2,3,4,5, Rachel Denholm6,7,8, Sam Hollings9, Jennifer Cooper6,7,8, Samantha Ip1, Venexia Walker6,10,11, Spiros Denaxas5,12,13,14, Ashley Akbari15, Amitava Banerjee16,13,17, William Whiteley18,19, Alvina Lai13, Jonathan Sterne6,7,8, Cathie Sudlow20,21,22.   

Abstract

OBJECTIVE: To describe a novel England-wide electronic health record (EHR) resource enabling whole population research on covid-19 and cardiovascular disease while ensuring data security and privacy and maintaining public trust.
DESIGN: Data resource comprising linked person level records from national healthcare settings for the English population, accessible within NHS Digital's new trusted research environment.
SETTING: EHRs from primary care, hospital episodes, death registry, covid-19 laboratory test results, and community dispensing data, with further enrichment planned from specialist intensive care, cardiovascular, and covid-19 vaccination data. PARTICIPANTS: 54.4 million people alive on 1 January 2020 and registered with an NHS general practitioner in England. MAIN MEASURES OF INTEREST: Confirmed and suspected covid-19 diagnoses, exemplar cardiovascular conditions (incident stroke or transient ischaemic attack and incident myocardial infarction) and all cause mortality between 1 January and 31 October 2020.
RESULTS: The linked cohort includes more than 96% of the English population. By combining person level data across national healthcare settings, data on age, sex, and ethnicity are complete for around 95% of the population. Among 53.3 million people with no previous diagnosis of stroke or transient ischaemic attack, 98 721 had a first ever incident stroke or transient ischaemic attack between 1 January and 31 October 2020, of which 30% were recorded only in primary care and 4% only in death registry records. Among 53.2 million people with no previous diagnosis of myocardial infarction, 62 966 had an incident myocardial infarction during follow-up, of which 8% were recorded only in primary care and 12% only in death registry records. A total of 959 470 people had a confirmed or suspected covid-19 diagnosis (714 162 in primary care data, 126 349 in hospital admission records, 776 503 in covid-19 laboratory test data, and 50 504 in death registry records). Although 58% of these were recorded in both primary care and covid-19 laboratory test data, 15% and 18%, respectively, were recorded in only one.
CONCLUSIONS: This population-wide resource shows the importance of linking person level data across health settings to maximise completeness of key characteristics and to ascertain cardiovascular events and covid-19 diagnoses. Although this resource was initially established to support research on covid-19 and cardiovascular disease to benefit clinical care and public health and to inform healthcare policy, it can broaden further to enable a wide range of research. © Author(s) (or their employer(s)) 2019. Re-use permitted under CC BY. No commercial re-use. See rights and permissions. Published by BMJ.

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Year:  2021        PMID: 33827854      PMCID: PMC8413899          DOI: 10.1136/bmj.n826

Source DB:  PubMed          Journal:  BMJ        ISSN: 0959-8138


  14 in total

Review 1.  Systematic review of discharge coding accuracy.

Authors:  E M Burns; E Rigby; R Mamidanna; A Bottle; P Aylin; P Ziprin; O D Faiz
Journal:  J Public Health (Oxf)       Date:  2011-07-27       Impact factor: 2.341

2.  RECOVERY trial: the UK covid-19 study resetting expectations for clinical trials.

Authors:  Emma Wilkinson
Journal:  BMJ       Date:  2020-04-28

3.  Registers of the Swedish total population and their use in medical research.

Authors:  Jonas F Ludvigsson; Catarina Almqvist; Anna-Karin Edstedt Bonamy; Rickard Ljung; Karl Michaëlsson; Martin Neovius; Olof Stephansson; Weimin Ye
Journal:  Eur J Epidemiol       Date:  2016-01-14       Impact factor: 8.082

4.  Data Resource Profile: Clinical Practice Research Datalink (CPRD).

Authors:  Emily Herrett; Arlene M Gallagher; Krishnan Bhaskaran; Harriet Forbes; Rohini Mathur; Tjeerd van Staa; Liam Smeeth
Journal:  Int J Epidemiol       Date:  2015-06-06       Impact factor: 7.196

5.  Identifying dementia outcomes in UK Biobank: a validation study of primary care, hospital admissions and mortality data.

Authors:  Tim Wilkinson; Christian Schnier; Kathryn Bush; Kristiina Rannikmäe; David E Henshall; Chris Lerpiniere; Naomi E Allen; Robin Flaig; Tom C Russ; Deborah Bathgate; Suvankar Pal; John T O'Brien; Cathie L M Sudlow
Journal:  Eur J Epidemiol       Date:  2019-02-26       Impact factor: 8.082

6.  UK phenomics platform for developing and validating electronic health record phenotypes: CALIBER.

Authors:  Spiros Denaxas; Arturo Gonzalez-Izquierdo; Kenan Direk; Natalie K Fitzpatrick; Ghazaleh Fatemifar; Amitava Banerjee; Richard J B Dobson; Laurence J Howe; Valerie Kuan; R Tom Lumbers; Laura Pasea; Riyaz S Patel; Anoop D Shah; Aroon D Hingorani; Cathie Sudlow; Harry Hemingway
Journal:  J Am Med Inform Assoc       Date:  2019-12-01       Impact factor: 4.497

7.  Accuracy of identifying incident stroke cases from linked health care data in UK Biobank.

Authors:  Kristiina Rannikmäe; Kenneth Ngoh; Kathryn Bush; Rustam Al-Shahi Salman; Fergus Doubal; Robin Flaig; David E Henshall; Aidan Hutchison; John Nolan; Scott Osborne; Neshika Samarasekera; Christian Schnier; Will Whiteley; Tim Wilkinson; Kirsty Wilson; Rebecca Woodfield; Qiuli Zhang; Naomi Allen; Cathie L M Sudlow
Journal:  Neurology       Date:  2020-07-02       Impact factor: 9.910

8.  The REporting of studies Conducted using Observational Routinely-collected health Data (RECORD) statement.

Authors:  Eric I Benchimol; Liam Smeeth; Astrid Guttmann; Katie Harron; David Moher; Irene Petersen; Henrik T Sørensen; Erik von Elm; Sinéad M Langan
Journal:  PLoS Med       Date:  2015-10-06       Impact factor: 11.069

9.  Risk of hospital admission with coronavirus disease 2019 in healthcare workers and their households: nationwide linkage cohort study.

Authors:  Anoop S V Shah; Rachael Wood; Ciara Gribben; David Caldwell; Jennifer Bishop; Amanda Weir; Sharon Kennedy; Martin Reid; Alison Smith-Palmer; David Goldberg; Jim McMenamin; Colin Fischbacher; Chris Robertson; Sharon Hutchinson; Paul McKeigue; Helen Colhoun; David A McAllister
Journal:  BMJ       Date:  2020-10-28
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  20 in total

1.  Mental and neurological disorders and risk of COVID-19 susceptibility, illness severity and mortality: A systematic review, meta-analysis and call for action.

Authors:  Lin Liu; Shu-Yu Ni; Wei Yan; Qing-Dong Lu; Yi-Miao Zhao; Ying-Ying Xu; Huan Mei; Le Shi; Kai Yuan; Ying Han; Jia-Hui Deng; Yan-Kun Sun; Shi-Qiu Meng; Zheng-Dong Jiang; Na Zeng; Jian-Yu Que; Yong-Bo Zheng; Bei-Ni Yang; Yi-Miao Gong; Arun V Ravindran; Thomas Kosten; Yun Kwok Wing; Xiang-Dong Tang; Jun-Liang Yuan; Ping Wu; Jie Shi; Yan-Ping Bao; Lin Lu
Journal:  EClinicalMedicine       Date:  2021-09-08

2.  Association of COVID-19 vaccines ChAdOx1 and BNT162b2 with major venous, arterial, or thrombocytopenic events: A population-based cohort study of 46 million adults in England.

Authors:  William N Whiteley; Samantha Ip; Jennifer A Cooper; Thomas Bolton; Spencer Keene; Venexia Walker; Rachel Denholm; Ashley Akbari; Efosa Omigie; Sam Hollings; Emanuele Di Angelantonio; Spiros Denaxas; Angela Wood; Jonathan A C Sterne; Cathie Sudlow
Journal:  PLoS Med       Date:  2022-02-22       Impact factor: 11.069

3.  'What is the risk to me from COVID-19?': Public involvement in providing mortality risk information for people with 'high-risk' conditions for COVID-19 (OurRisk.CoV).

Authors:  Amitava Banerjee; Laura Pasea; Sinduja Manohar; Alvina G Lai; Eade Hemingway; Izaak Sofer; Michail Katsoulis; Harpreet Sood; Andrew Morris; Caroline Cake; Natalie K Fitzpatrick; Bryan Williams; Spiros Denaxas; Harry Hemingway
Journal:  Clin Med (Lond)       Date:  2021-11       Impact factor: 2.659

4.  Mapping the Read2/CTV3 controlled clinical terminologies to Phecodes in UK Biobank primary care electronic health records: implementation and evaluation.

Authors:  Spiros Denaxas; Ge Liu; Qiping Feng; Ghazaleh Fatemifar; Lisa Bastarache; Eric V Kerchberger; Aroon D Hingorani; Tom Lumbers; Josh F Peterson; Wei-Qi Wei; Harry Hemingway
Journal:  AMIA Annu Symp Proc       Date:  2022-02-21

5.  COVID-19 trajectories among 57 million adults in England: a cohort study using electronic health records.

Authors:  Johan H Thygesen; Christopher Tomlinson; Sam Hollings; Mehrdad A Mizani; Alex Handy; Ashley Akbari; Amitava Banerjee; Jennifer Cooper; Alvina G Lai; Kezhi Li; Bilal A Mateen; Naveed Sattar; Reecha Sofat; Ana Torralbo; Honghan Wu; Angela Wood; Jonathan A C Sterne; Christina Pagel; William N Whiteley; Cathie Sudlow; Harry Hemingway; Spiros Denaxas
Journal:  Lancet Digit Health       Date:  2022-06-09

6.  A retrospective cohort study predicting and validating impact of the COVID-19 pandemic in individuals with chronic kidney disease.

Authors:  Ashkan Dashtban; Mehrdad A Mizani; Spiros Denaxas; Dorothea Nitsch; Jennifer Quint; Richard Corbett; Jil B Mamza; Tamsin Morris; Mamas Mamas; Deborah A Lawlor; Kamlesh Khunti; Cathie Sudlow; Harry Hemingway; Amitava Banerjee
Journal:  Kidney Int       Date:  2022-06-17       Impact factor: 18.998

7.  Evaluation of antithrombotic use and COVID-19 outcomes in a nationwide atrial fibrillation cohort.

Authors:  Alex Handy; Amitava Banerjee; Angela M Wood; Caroline Dale; Cathie L M Sudlow; Christopher Tomlinson; Daniel Bean; Johan H Thygesen; Mehrdad A Mizani; Michail Katsoulis; Rohan Takhar; Sam Hollings; Spiros Denaxas; Venexia Walker; Richard Dobson; Reecha Sofat
Journal:  Heart       Date:  2022-05-25       Impact factor: 7.365

8.  Sharpening focus through wider collaboration: evolving heterogeneity in the bi-directional relationship between cardiovascular disease and COVID-19.

Authors:  Amit Kaura; Jamil Mayet; Charlotte Manisty
Journal:  Eur Heart J       Date:  2022-03-14       Impact factor: 29.983

9.  The association between mechanical ventilator compatible bed occupancy and mortality risk in intensive care patients with COVID-19: a national retrospective cohort study.

Authors:  Harrison Wilde; Thomas Mellan; Seth Flaxman; Bilal A Mateen; Sebastian J Vollmer; Iwona Hawryluk; John M Dennis; Spiros Denaxas; Christina Pagel; Andrew Duncan; Samir Bhatt
Journal:  BMC Med       Date:  2021-08-30       Impact factor: 8.775

10.  Digital health and primary care: Past, pandemic and prospects.

Authors:  Claudia Pagliari
Journal:  J Glob Health       Date:  2021-07-02       Impact factor: 4.413

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