In the UK, over 98 % of the population are registered with a general practice, with the clinical team providing primary care and access to most other services from the National Health Service (NHS). Even where the patient leaves a family practice and joins another, their GP record follows them, providing a continuous care record. Our data source was the UK Clinical Practice Research Datalink (CPRD), which is one of the largest population-based, longitudinal, primary care databases in the world (www.cprd.com). The CPRD has provided anonymised primary care records for public health and epidemiological research since 1987. It was initially established in London as the Value Added Medical Products (VAMP) ‘research bank’, which expanded across the UK to become the General Practice Research Database (GPRD) in 1993, and was developed further as the CPRD in 2012. It came into being because of a need to develop good quality IT computer systems for general practices in an era when most practices were still wholly reliant on paper records. All practices in the CPRD use Vision software rather than other general practice computing systems, and have consented to share anonymous data for academic research purposes. Around 7 % of the UK population is now represented in the CPRD. Although practices were not selected according to any scientific sampling strategy, a fortuitous by-product of the largely ad hoc processes via which practices have contributed data to the Datalink is that it is broadly representative of the UK primary care patient population by basic demographics such as age, gender and ethnicity. All consultations for registered patients in participating practices are recorded in the CPRD, with comprehensive and detailed clinical coding - the ‘Read’ codes - for symptoms, diagnoses, treatment (including prescribed medication), and referral to other forms of NHS care and to other health care providers. The September 2010 version of the CPRD we analysed contained approximately 10.6 million complete patient records. Before our study dataset was created, the Independent Scientific Advisory Committee of the CPRD granted approval. Consent from individual patients is not required to conduct CPRD-based studies.
To our knowledge there have been no published validation studies of personality disorder or alcohol misuse diagnoses in the CPRD. However, two systematic reviews have reported overall high levels of diagnostic validity in the CPRD and good levels of agreement with other routinely collected data sources. A generic limitation of the CPRD is that diagnostic behaviour varies considerably between GPs and between general practices. Different doctors may apply varying clinical Read codes for exactly the same condition, whilst some may enter free-text information instead of clinical coding. The Quality and Outcomes Framework was introduced in 2004, and recent evidence indicates that this national quality of care incentivisation initiative has produced a marked improvement in diagnostic accuracy and completeness for some chronic conditions during recent years in the CPRD.
The potential of this data source has been further enhanced by recent implementation of linkage to national mortality records. In 2008, complete prospective and historic linkage to national mortality registration data was implemented via the Office for National Statistics (ONS). Data linkage between CPRD and ONS is only available for English practices that have consented to participate in the linkage scheme. These linkages cover approximately 75 % of the contributing CPRD practices in England; the equivalent procedure has not yet been implemented for CPRD practices in the other UK nations: Scotland, Wales and Northern Ireland. Therefore, our case-control study was nested within a subset of the whole CPRD. We included adult suicides if the individual died between January 1st 2002 and December 31st 2011, and had at least a complete year of “up-to-standard” CPRD clinical data prior to the individual’s index-date (death). This quality criterion was also applied in selecting the matched living controls.
Suicide case definition:
In the UK, most unnatural deaths of undetermined cause (or ‘open verdicts’) among adults are considered likely to be suicides. To reduce false-negative misclassification, and in line with standard practice for conducting epidemiological studies of suicide in the UK, our case definition included these open verdicts. The following ICD-10 codes were used: X60-84, Y10-Y34 (excluding Y33.9; ie deaths with adjourned inquests that are mostly deemed subsequently to be homicides), Y87.0 and Y87.2. Identifying PD, other mental disorders and comorbid alcohol misuse To delineate diagnoses of PD we searched the textual descriptions of the clinical Read codes for terms that included: ‘personality’, ‘psychopath’ or ‘sociopath’. We examined the relevant Read codes descriptors and reached a general consensus that we would define patients as having a PD if they had a diagnosis that included a substring of either ‘personality disorder’ or ‘psychopathic disorder’ to ensure that we had a clinically relevant sample with a PD diagnosis. We then identified an additional subgroup of ‘borderline PD: diagnosis of borderline or unstable personality disorder’. We also constructed two additional medical definitions to identify patients with: (1) Any diagnosed mental health disorder: all Read codes beginning with the letter ‘E’, ie a diagnosis of ‘Mental Disorders’ (please note that we excluded those patients coded for signs and symptoms of mental illness only but without an ‘E…’ diagnostic code); (2) Comorbid alcohol misuse: all code descriptions containing “alcohol” were extracted. Two senior clinicians (co-author and consultant psychiatrist: JS; first author and forensic mental health nurse consultant: MD) then independently identified and agreed a list of codes that indicated alcohol problems using a RAG (Red/Amber/Green) agreement system, where Red was defined as a definite clinically significant alcohol misuse problem; Amber, possible problem and Green no problem. Independent ratings were reviewed and a consensus on Red, definite clinically significant alcohol misuse, was established. We opted not to investigate co-morbid PD and illicit drug use due to suspected classification issues, and because the number of suicide cases with such comorbidity was expected to be very small in the CPRD. The diagnoses of PD, any mental health disorder and the alcohol misuse definition are defined as ‘lifetime’ definitions in the sense that they are recorded at some point in their CPRD GP clinical records. The codes contained in the Read ‘E’ category cover every type of diagnosable mental illness across the full spectrum of psychopathology, irrespective of levels of severity and chronicity. In their meta-analysis of suicide risk in persons with a mental disorder, Harris and Barraclough reported that virtually all mental disorders, except for intellectual disability and dementia, are associated with an increased risk of suicide. We therefore combined all categories of mental illness other than personality disorders and analysed them together as a single category.
In the UK, general practitioners typically diagnose and treat less severe disorders such as depression, anxiety and stress, whereas more series conditions such as psychotic disorders and PDs will be mostly treated by psychiatrists in inpatient or outpatient facilities. The great majority of persons with a diagnosed mental disorder in the study dataset were diagnosed with depression and/or anxiety disorders, and this applied to people who died by suicide as well as the living control patients. Mental illness diagnoses, whether made by a GP or by a psychiatrist, are entered into the patient’s primary care clinical record and are therefore recorded in the CPRD.
Michael Doyle, David While, Pearl L H Mok, Kirsten Windfuhr, Darren M. Ashcroft, Evangelos Kontopantelis, Carolyn A Chew-Graham, Lous Appleby, Jenny Shaw, Roger T Webb, Suicide risk in primary care patients diagnosed with a personality disorder a nested case control study. BMC Family Practice, 17(106), 2016.
Code | Description | Entity type | Category | Coding System (Read) |
---|---|---|---|---|
1282 | fh: alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
1366 | Very heavy drinker - >9u/day | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
136Q.00 | Very heavy drinker | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
136T.00 | harmful alcohol use | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
1462 | h/o: alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
1B1c.00 | alcohol induced hallucinations | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
66e0.00 | alcohol abuse monitoring | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
7P22100 | delivery of rehabilitation for alcohol addiction | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8BA8.00 | alcohol detoxification | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8CAv.00 | advised to contact primary care alcohol worker | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8G32.00 | aversion therapy - alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8H35.00 | admitted to alcohol detoxification centre | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8HkG.00 | referral to specialist alcohol treatment service | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8IAF.00 | brief intervention for excessive alcohol consumptn declined | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8IAJ.00 | declined referral to specialist alcohol treatment service | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
8IAt.00 | extended interven for excessive alcohol consumption declined | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
9NN2.00 | under care of community alcohol team | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
9k1B.00 | extended intervention for excessive alcohol consumptn complt | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
C150500 | alcohol-induced pseudo-cushing's syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E01..00 | alcoholic psychoses | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E010.00 | alcohol withdrawal delirium | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E011000 | korsakov's alcoholic psychosis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E011100 | korsakov's alcoholic psychosis with peripheral neuritis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E011200 | Wernicke-Korsakov syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E011z00 | alcohol amnestic syndrome nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E012.00 | other alcoholic dementia | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E012.11 | alcoholic dementia nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E012000 | chronic alcoholic brain syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E013.00 | alcohol withdrawal hallucinosis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E014.00 | pathological alcohol intoxication | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E015.00 | alcoholic paranoia | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E01y.00 | other alcoholic psychosis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E01y000 | alcohol withdrawal syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E01yz00 | other alcoholic psychosis nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E01z.00 | alcoholic psychosis nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E23..00 | alcohol dependence syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E23..11 | alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230.00 | acute alcoholic intoxication in alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230.11 | alcohol dependence with acute alcoholic intoxication | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230000 | acute alcoholic intoxication; unspecified; in alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230100 | continuous acute alcoholic intoxication in alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230200 | episodic acute alcoholic intoxication in alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230300 | acute alcoholic intoxication in remission; in alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E230z00 | acute alcoholic intoxication in alcoholism nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231.00 | chronic alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231000 | unspecified chronic alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231100 | continuous chronic alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231200 | episodic chronic alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231300 | chronic alcoholism in remission | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E231z00 | chronic alcoholism nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E23z.00 | alcohol dependence syndrome nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
E250300 | nondependent alcohol abuse in remission | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10.00 | [x]mental and behavioural disorders due to use of alcohol | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10100 | [x]mental and behav dis due to use of alcohol: harmful use | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10200 | [x]mental and behav dis due to use alcohol: dependence syndr | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10211 | [x]alcohol addiction | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10212 | [x]chronic alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10300 | [x]mental and behav dis due to use alcohol: withdrawal state | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10400 | [X]Men & behav dis due alcohl: withdrawl state with delirium | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10411 | [x]delirium tremens; alcohol induced | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10500 | [x]mental & behav dis due to use alcohol: psychotic disorder | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10511 | [x]alcoholic hallucinosis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10512 | [x]alcoholic jealousy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10513 | [x]alcoholic paranoia | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10514 | [x]alcoholic psychosis nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10600 | [x]mental and behav dis due to use alcohol: amnesic syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10611 | [x]korsakov's psychosis; alcohol induced | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10700 | [X]Men & behav dis due alcoh: resid & late-onset psychot dis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10711 | [x]alcoholic dementia nos | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10712 | [x]chronic alcoholic brain syndrome | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10800 | [x]alcohol withdrawal-induced seizure | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10y00 | [x]men & behav dis due to use alcohol: oth men & behav dis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Eu10z00 | [x]ment & behav dis due use alcohol: unsp ment & behav dis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F11x000 | cerebral degeneration due to alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F11x011 | alcoholic encephalopathy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F144000 | cerebellar ataxia due to alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F25B.00 | alcohol-induced epilepsy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F375.00 | alcoholic polyneuropathy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
F394100 | alcoholic myopathy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
G555.00 | alcoholic cardiomyopathy | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
G852300 | oesophageal varices in alcoholic cirrhosis of the liver | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J610.00 | alcoholic fatty liver | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J611.00 | acute alcoholic hepatitis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J612.00 | alcoholic cirrhosis of liver | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J612000 | alcoholic fibrosis and sclerosis of liver | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J613.00 | alcoholic liver damage unspecified | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J613000 | alcoholic hepatic failure | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J617.00 | alcoholic hepatitis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J617000 | chronic alcoholic hepatitis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
J671000 | alcohol-induced chronic pancreatitis | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
SLH3.00 | alcohol deterrent poisoning | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
SM00100 | denatured alcohol causing toxic effect | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
U60H300 | [x]alcohol deterrents caus adverse effects in therapeut use | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
U60H311 | [x] adverse reaction to alcohol deterrents | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Z191.00 | alcohol detoxification | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Z191100 | alcohol withdrawal regime | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
Z191211 | alcohol reduction programme | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
ZR1E.11 | ads - alcohol dependence scale | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
ZV11300 | [v]personal history of alcoholism | res32: Clinically Significant Alcohol Misuse | diagnostic | Read |
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R Package |
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Version ID |
Name | Owner | Publish date | |
---|---|---|---|---|
888 | Clinically Significant Alcohol Misuse | ieuan.scanlon | 2021-10-06 | currently shown |
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