Pointers to earlier diagnosis of endometriosis: a nested case-control study using primary care electronic health records

被引:13
作者
Burton, Christopher [1 ,2 ]
Iversen, Lisa [2 ]
Bhattacharya, Sohinee [2 ]
Ayansina, Dolapo [2 ]
Saraswat, Lucky [4 ]
Sleeman, Derek [3 ]
机构
[1] Univ Sheffield, Acad Unit Primary Med Care, Primary Med Care, Sheffield, S Yorkshire, England
[2] Univ Aberdeen, Inst Appl Hlth Sci, Aberdeen, Scotland
[3] Univ Aberdeen, Comp Sci Nat & Comp Sci, Aberdeen, Scotland
[4] Aberdeen Royal Infirm, Aberdeen, Scotland
关键词
diagnosis; electronic health records; endometriosis; primary care; WOMEN; MANAGEMENT; SYMPTOMS; DELAY; RISK;
D O I
10.3399/bjgp17X693497
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
Background Endometriosis is a condition with relatively nonspecific symptoms, and in some cases a long time elapses from first-symptom presentation to diagnosis. Aim To develop and test new composite pointers to a diagnosis of endometriosis in primary care electronic records. Design and setting This is a nested case-control study of 366 cases using the Practice Team Information database of anonymised primary care electronic health records from Scotland. Data were analysed from 366 cases of endometriosis between 1994 and 2010, and two sets of age and GP practice matched controls: (a) 1453 randomly selected females and (b) 610 females whose records contained codes indicating consultation for gynaecological symptoms. Method Composite pointers comprised patterns of symptoms, prescribing, or investigations, in combination or over time. Conditional logistic regression was used to examine the presence of both new and established pointers during the 3 years before diagnosis of endometriosis and to identify time of appearance. Results A number of composite pointers that were strongly predictive of endometriosis were observed. These included pain and menstrual symptoms occurring within the same year (odds ratio [OR] 6.5, 95% confidence interval [CI] = 3.9 to 10.6), and lower gastrointestinal symptoms occurring within 90 days of gynaecological pain ( OR 6.1, 95% CI = 3.6 to 10.6). Although the association of infertility with endometriosis was only detectable in the year before diagnosis, several pain-related features were associated with endometriosis several years earlier. Conclusion Useful composite pointers to a diagnosis of endometriosis in GP records were identified. Some of these were present several years before the diagnosis and may be valuable targets for diagnostic support systems.
引用
收藏
页码:E816 / E823
页数:8
相关论文
共 25 条
[21]   Longitudinal histories as predictors of future diagnoses of domestic abuse: modelling study [J].
Reis, Ben Y. ;
Kohane, Isaac S. ;
Mandl, Kenneth D. .
BRITISH MEDICAL JOURNAL, 2009, 339 :849
[22]   The burden of endometriosis: costs and quality of life of women with endometriosis and treated in referral centres [J].
Simoens, Steven ;
Dunselman, Gerard ;
Dirksen, Carmen ;
Hummelshoj, Lone ;
Bokor, Attila ;
Brandes, Iris ;
Brodszky, Valentin ;
Canis, Michel ;
Colombo, Giorgio Lorenzo ;
DeLeire, Thomas ;
Falcone, Tommaso ;
Graham, Barbara ;
Halis, Guelden ;
Horne, Andrew ;
Kanj, Omar ;
Kjer, Jens Jorgen ;
Kristensen, Jens ;
Lebovic, Dan ;
Mueller, Michael ;
Vigano, Paola ;
Wullschleger, Marcel ;
D'Hooghe, Thomas .
HUMAN REPRODUCTION, 2012, 27 (05) :1292-1299
[23]  
Sleeman D, 2011, KCAP 2011 6 INT C KN, P73, DOI [10.1145/1999676.1999690, DOI 10.1145/1999676.1999690]
[24]   Detecting and resolving inconsistencies between domain experts' different perspectives on (classification) tasks [J].
Sleeman, Derek ;
Moss, Laura ;
Aiken, Andy ;
Hughes, Martin ;
Kinsella, John ;
Sim, Malcolm .
ARTIFICIAL INTELLIGENCE IN MEDICINE, 2012, 55 (02) :71-86
[25]   Diagnostic Delay of Endometriosis in the Netherlands [J].
Staal, A. H. J. ;
van der Zanden, M. ;
Nap, A. W. .
GYNECOLOGIC AND OBSTETRIC INVESTIGATION, 2016, 81 (04) :321-324