Development and validation of a case definition to estimate the prevalence and incidence of cirrhosis in pan-Canadian primary care databases

被引:2
作者
Faisal, Nabiha [1 ,2 ,6 ]
Kosowan, Leanne [3 ]
Zafari, Hasan [4 ]
Zulkernine, Farhana [4 ]
Lix, Lisa [2 ]
Mahar, Alyson [2 ,5 ]
Singh, Harminder [1 ,2 ]
Renner, Eberhard [1 ]
Singer, Alexander [3 ]
机构
[1] Univ Manitoba, Dept Internal Med, Winnipeg, MB, Canada
[2] Univ Manitoba, Dept Community Hlth Sci, Winnipeg, MB, Canada
[3] Univ Manitoba, Dept Family Med, Winnipeg, MB, Canada
[4] Queens Univ, Sch Comp, Kingston, ON, Canada
[5] Queens Univ, Sch Nursing, Kingston, ON, Canada
[6] Univ Manitoba, Max Rady Coll Med, Rady Fac Hlth Sci, Sect Hepatol,Dept Internal Med, 805G John Buhler Res Ctr,715 McDermont Ave, Winnipeg, MB R3F 3P4, Canada
来源
CANADIAN LIVER JOURNAL | 2023年 / 6卷 / 04期
关键词
alcohol-related cirrhosis; algorithm; electronic medical records; LIVER-DISEASE; MORTALITY; SURVEILLANCE; VETERANS; VALIDITY; ALCOHOL; BURDEN; CODES; USA;
D O I
10.3138/canlivj-2023-0002
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
Aims:To develop and validate case definitions to identify patients with cirrhosis and alcohol-related cirrhosis using primary care electronic medical records (EMRs) and to estimate cirrhosis prevalence and incidence in pan-Canadian primary care database, between 2011 and 2019.Methods:A total of 689,301 adult patients were included with >= 1 visit to a primary care provider within the Canadian Primary Care Sentinel Study Network between January 1, 2017 and December 31, 2018. Subsample of 17,440 patients was used to validate the case definitions. Sensitivity, specificity, predictive values were calculated with their 95% confidence intervals (CI) and then determined the population-level prevalence and incidence trends with the most accurate case definition.Results:The most accurate case definition included: >= 1 health condition, billing, or encounter diagnosis for International Classification of Diseases, Ninth Revision codes 571.2, 571.5, 789.59, or 571. Sensitivity (84.6; 95% CI: 83.1-86.%), specificity (99.3; 95% CI: 99.1-99.4%), positive predictive values (94.8; 95% CI: 93.9-95.7%), and negative predictive values (97.5; 95% CI: 97.3-97.7%). Application of this definition to the overall population resulted in a crude prevalence estimate of (0.46%, 95% CI: 0.45%-0.48%). Annual incidence of patients with a clinical diagnosis of cirrhosis nearly doubled between 2011 (0.05%, 95% CI: 0.04%-0.06%) and 2019 to (0.09%, 95% CI: 0.08%-0.09%).Conclusions:The EMR-based case definition accurately captured patients diagnosed with cirrhosis in primary care. Future work to characterize patients with cirrhosis and their primary care experiences can support improvements in identification and management in primary care settings.
引用
收藏
页码:375 / 387
页数:13
相关论文
共 51 条
[1]   The Burden of Primary Liver Cancer and Underlying Etiologies From 1990 to 2015 at the Global, Regional, and National Level Results From the Global Burden of Disease Study 2015 [J].
Akinyemiju, Tomi ;
Abera, Semaw ;
Ahmed, Muktar ;
Alam, Noore ;
Alemayohu, Mulubirhan Assefa ;
Allen, Christine ;
Al-Raddadi, Rajaa ;
Alvis-Guzman, Nelson ;
Amoako, Yaw ;
Artaman, Al ;
Ayele, Tadesse Awoke ;
Barac, Aleksandra ;
Bensenor, Isabela ;
Berhane, Adugnaw ;
Bhutta, Zulfiqar ;
Castillo-Rivas, Jacqueline ;
Chitheer, Abdulaal ;
Choi, Jee-Young ;
Cowie, Benjamin ;
Dandona, Lalit ;
Dandona, Rakhi ;
Dey, Subhojit ;
Dicker, Daniel ;
Phuc, Huyen ;
Ekwueme, Donatus U. ;
Zaki, Maysaa El Sayed ;
Fischer, Florian ;
Furst, Thomas ;
Hancock, Jamie ;
Hay, Simon I. ;
Hotez, Peter ;
Jee, Sun Ha ;
Kasaeian, Amir ;
Khader, Yousef ;
Khang, Young-Ho ;
Kumar, G. Anil ;
Kutz, Michael ;
Larson, Heidi ;
Lopez, Alan ;
Lunevicius, Raimundas ;
Malekzadeh, Reza ;
McAlinden, Colm ;
Meier, Toni ;
Mendoza, Walter ;
Mokdad, Ali ;
Moradi-Lakeh, Maziar ;
Nagel, Gabriele ;
Nguyen, Quyen ;
Nguyen, Grant ;
Ogbo, Felix .
JAMA ONCOLOGY, 2017, 3 (12) :1683-1691
[2]   Increasing Health Care Burden of Chronic Liver Disease Compared With Other Chronic Diseases, 2004-2013 [J].
Asrani, Sumeet K. ;
Kouznetsova, Maria ;
Ogola, Gerald ;
Taylor, Thomas ;
Masica, Andrew ;
Pope, Brandon ;
Trotter, James ;
Kamath, Patrick ;
Kanwal, Fasiha .
GASTROENTEROLOGY, 2018, 155 (03) :719-+
[3]   Underestimation of Liver-Related Mortality in the United States [J].
Asrani, Sumeet K. ;
Larson, Joseph J. ;
Yawn, Barbara ;
Therneau, Terry M. ;
Kim, W. Ray .
GASTROENTEROLOGY, 2013, 145 (02) :375-+
[4]   Prevalence and Demographics of CKD in Canadian Primary Care Practices: A Cross-sectional Study [J].
Bello, Aminu K. ;
Ronksley, Paul E. ;
Tangri, Navdeep ;
Kurzawa, Julia ;
Osman, Mohamed A. ;
Singer, Alexander ;
Grill, Allan ;
Nitsch, Dorothea ;
Queenan, John A. ;
Wick, James ;
Lindeman, Cliff ;
Soos, Boglarka ;
Tuot, Delphine S. ;
Shojai, Soroush ;
Brimble, Scott ;
Mangin, Dee ;
Drummond, Neil .
KIDNEY INTERNATIONAL REPORTS, 2019, 4 (04) :561-570
[5]   Validity of administrative codes associated with cirrhosis in Sweden [J].
Bengtsson, Bonnie ;
Askling, Johan ;
Ludvigsson, Jonas F. ;
Hagstrom, Hannes .
SCANDINAVIAN JOURNAL OF GASTROENTEROLOGY, 2020, 55 (10) :1205-1210
[6]  
Bertakis KD, 2000, J FAM PRACTICE, V49, P147
[7]   Trends in Burden of Cirrhosis and Hepatocellular Carcinoma by Underlying Liver Disease in US Veterans, 2001-2013 [J].
Beste, Lauren A. ;
Leipertz, Steven L. ;
Green, Pamela K. ;
Dominitz, Jason A. ;
Ross, David ;
Ioannou, George N. .
GASTROENTEROLOGY, 2015, 149 (06) :1471-+
[8]  
Birtwhistle R, 2016, CAN FAM PHYSICIAN, V62, P834
[9]   Building a Pan-Canadian Primary Care Sentinel Surveillance Network: Initial Development and Moving Forward [J].
Birtwhistle, Richard ;
Keshavjee, Karim ;
Lambert-Lanning, Anita ;
Godwin, Marshall ;
Greiver, Michelle ;
Manca, Donna ;
Lagace, Claudia .
JOURNAL OF THE AMERICAN BOARD OF FAMILY MEDICINE, 2009, 22 (04) :412-422
[10]   The Impact of eHealth on the Quality and Safety of Health Care: A Systematic Overview [J].
Black, Ashly D. ;
Car, Josip ;
Pagliari, Claudia ;
Anandan, Chantelle ;
Cresswell, Kathrin ;
Bokun, Tomislav ;
McKinstry, Brian ;
Procter, Rob ;
Majeed, Azeem ;
Sheikh, Aziz .
PLOS MEDICINE, 2011, 8 (01)