| Literature DB >> 35060944 |
Daniel M Spagnolo1,2, Phil J Greer1, Celeste Shelton Ohlsen1, Shannon Mance3, Mitchell Ellison1, Cameron Breze1, Ben Busby4, David C Whitcomb1,2,3,4, Mark Haupt1.
Abstract
INTRODUCTION: Pancreatitis is a complex syndrome that results from many etiologies. Large well-characterized cohorts are needed to further understand disease risk and prognosis.Entities:
Mesh:
Year: 2022 PMID: 35060944 PMCID: PMC8806365 DOI: 10.14309/ctg.0000000000000455
Source DB: PubMed Journal: Clin Transl Gastroenterol ISSN: 2155-384X Impact factor: 4.396
Figure 1.Study design and subject selection criteria. Step 1 (a) identifying all acute and chronic pancreatitis subjects from 6 separate data fields: 1.1 ICD-9 hospitalization data, 1.2 ICD-10 hospitalization data, 1.3 death records (primary and secondary), 1.4 self-reported, 1.5 date of first diagnosis K85, and 1.6 date of first diagnosis K86. All possible pancreatitis subjects are combined in 1.7. Step 2 (b) combining the list of analysis subjects using 2.1 all confirmed subjects with CP from the results of 1.1, 1.2, and 1.3 in step 1; 2.2 all confirmed subjects with AP from 1.1, 1.2, and 1.3 but excluding all subjects with CP from 2.1; and a random sample of controls excluding all possible pancreatitis identified in 1.7. AP, acute pancreatitis; CP, chronic pancreatitis; ICD-9 and ICD-10, International Classification of Disease 9th Revision and 10th Revision.
Demographic information of controls, pancreatitis cases, and cases with AP, CP in particular, as determined by ICD-10 code
| Variable | Level | Control (N = 24000) | AP only (N = 3,229) | CP (N = 1,027) | |
| Age (yr) | Median {IQR} | 70 {62, 75} | 73 {66, 77} | 72 {65, 77} |
|
| Sex | Male (%) | 10,876 (45.3) | 1,483 (45.9) | 682 (66.4) |
|
| Ethnicity | White | 22,611 (94.2) | 3,068 (95.0) | 967 (94.2) | |
| Other | 354 (1.5) | 42 (1.3) | 15 (1.5) | ||
| Asian | 461 (1.9) | 69 (2.1) | 21 (2.0) | ||
| Black | 366 (1.5) | 31 (1.0) | 18 (1.8) | ||
| Chinese | 64 (0.3) | 4 (0.1) | 3 (0.3) | ||
| Mixed | 144 (0.6) | 15 (0.5) | 3 (0.3) | 0.22 |
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; CP, chronic pancreatitis; ICD-10, International Classification of Disease 10th Revision; IQR, interquartile range.
Ethnic grouping is shown as asked by the initial Assessment Centre visit questionnaire. White includes British and Irish; Black includes Caribbean and African; Asian includes Indian, Pakistani, and Bangladeshi. Age compared using Kruskal-Wallis test, sex, mortality status, and ethnicity using χ2 test.
Mean incidence of AP and CP over 5-yr intervals for the previous 2 decades
| Date range | Mean AP incidence/100,000 | Mean age of first AP DX | Mean CP incidence/100,000 | Mean age of first CP DX |
| 2001–2005 | 21.4/yr | 53.6 | 5.9/yr | 50.9 |
| 2006–2010 | 28.7/yr | 58.4 | 8.7/yr | 57.0 |
| 2011–2015 | 40.4/yr | 63.2 | 9.5/yr | 63.3 |
| 2016–2020 | 48.2/yr | 67.9 | 12.8/yr | 68.8 |
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; CP, chronic pancreatitis; DX, diagnosis.
TIGAR-O V2 risk and etiology factors in the UK Biobank between acute pancreatitis cases and controls compared using univariate logistic regression
| Variable | Control (N = 24000) | AP only (N = 3,229) | OR (95% CI) | ||
| Average daily drink | 14,095 (58.7) | 2,226 (68.9) |
| ||
| 1–2 drinks/d | 6,568 (27.4) | 653 (20.2) | 0.63 (0.57,0.69) |
| |
| 3–4 drinks/d | 2,587 (10.8) | 245 (7.6) | 0.6 (0.52,0.69) |
| |
| 5+ drinks/d | 750 (3.1) | 105 (3.3) | 0.89 (0.72,1.09) | 0.259 | |
| Smoking status | 13,090 (54.9) | 1,592 (49.8) |
| ||
| Former | 8,236 (34.5) | 1,226 (38.4) | 1.22 (1.13,1.33) |
| |
| Current | 2,516 (10.6) | 377 (11.8) | 1.23 (1.09,1.39) |
| |
| Calcium >3 | 2 (0.0) | 3 (0.1) | 11.17 (1.87,66.87) |
| 0.01 |
| Triglycerides mg/dL | 17,297 (77.3) | 2,088 (69.7) |
| ||
| (199, 500) | 4,919 (22.0) | 864 (28.9) | 1.46 (1.34,1.58) |
| |
| (500, 1E+03) | 168 (0.8) | 42 (1.4) | 2.07 (1.47.2.91) |
| |
| At risk medication | 90 (0.4) | 34 (1.1) | 2.83 (1.9.4.2) |
|
|
| Chronic kidney disease | 841 (3.5) | 357 (11.1) | 3.42 (3.01.3.9) |
|
|
| On dialysis | 51 (0.2) | 26 (0.8) | 3.81 (2.37.6.12) |
|
|
| Renal transplant | 19 (0.1) | 6 (0.2) | 2.35 (0.94.5.89) | 0.068 | 0.092 |
| Chemotherapy | 1800 (7.5) | 424 (13.1) | 1.86 (1.67.2.09) |
|
|
| Any diabetes mellitus | 2073 (8.6) | 652 (20.2) | 2.68 (2.43.2.95) |
|
|
| BMI: REF. = (17, 9.25) | 7,848 (32.9) | 611 (19.1) |
| ||
| (10, 17.9) | 59 (0.2) | 10 (0.3) | 2.18 (1.11.4.28) |
| |
| (25, 30) | 10144 (42.5) | 1,284 (40.1) | 1.63 (1.47.1.8) |
| |
| (30, 80) | 5,792 (24.3) | 1,299 (40.5) | 2.88 (2.6.3.19) |
| |
| Congenital malformation of the pancreas | 0 (0.0) | 1 (0.0) | NS | 0.916 | 0.039 |
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; CI, confidence interval; CP, chronic pancreatitis; LR, likelihood ratio; OR, odds ratio.
TIGAR-O V2 risk and etiology factors in the UK Biobank between AP only cases and controls (random sampling of non-AP and non-CP UK Biobank participants) compared using univariate logistic regression. Likelihood ratio test P-value presented for the significance test of the variable as a whole. Wald test P-value presented for significance test from baseline. The Bonferroni corrected cutoff value for significance is P <0.001.
TIGAR-O V2 risk and etiology factors in the UK Biobank between CP cases and controls compared using univariate logistic regression
| Variable | Control (N = 24000) | CP (N = 1,027) | OR (95% CI) | ||
| Average daily drink: | 14095 (58.7) | 642 (62.5) |
| ||
| 1-2 drinks/d | 6,568 (27.4) | 179 (17.4) | 0.6 (0.51, 0.71) |
| |
| 3-4 drinks/d | 2,587 (10.8) | 120 (11.7) | 1.02 (0.83, 1.24) | 0.858 | |
| 5 + drinks/d | 750 (3.1) | 86 (8.4) | 2.52 (1.99, 3.19) |
| |
| Smoking status | 13,090 (54.9) | 348 (34.1) |
| ||
| Former | 8,236 (34.5) | 366 (35.8) | 1.67 (1.44, 1.94) |
| |
| Current | 2,516 (10.6) | 308 (30.1) | 4.6 (3.93, 5.4) |
| |
| Calcium >3 | 2 (0.0) | 0 (0.0) | NS | 0.952 | 0.687 |
| Triglycerides mg/dL: REF. =(0, 199) | 17,297 (77.3) | 619 (67.5) |
| ||
| (199, 500) | 4,919 (22.0) | 278 (30.3) | 1.58 (1.37, 1.83) |
| |
| (500, 1E+03) | 168 (0.8) | 20 (2.2) | 3.33 (2.08, 5.33) |
| |
| At risk medication | 90 (0.4) | 16 (1.6) | 4.2 (2.46, 7.18) |
|
|
| Chronic kidney disease | 841 (3.5) | 147 (14.3) | 4.6 (3.81, 5.55) |
|
|
| On dialysis | 51 (0.2) | 23 (2.2) | 10.76 (6.55, 17.67) |
|
|
| Renal transplant | 19 (0.1) | 5 (0.5) | 6.17 (2.3, 16.57) |
|
|
| On chemotherapy | 1800 (7.5) | 155 (15.1) | 2.19 (1.84, 2.62) |
|
|
| Any diabetes mellitus | 2073 (8.6) | 426 (41.5) | 7.5 (6.57, 8.56) |
|
|
| BMI: REF. = (17, 9.25) | 7,848 (32.9) | 321 (31.8) |
| ||
| (10, 17.9) | 59 (0.2) | 16 (1.6) | 6.63 (3.77, 11.65) |
| |
| (25, 30) | 10144 (42.5) | 375 (37.2) | 0.9 (0.78, 1.05) | 0.192 | |
| (30, 80) | 5,792 (24.3) | 297 (29.4) | 1.25 (1.07, 1.47) |
| |
| Congenital malformation of the pancreas | 0 (0.0) | 6 (0.6) |
| 0.906 |
|
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
Non-computable value due to division by zero.
AP, acute pancreatitis; CI, confidence interval; CP, chronic pancreatitis; LR, likelihood ratio; OR, odds ratio.
TIGAR-O V2 risk and etiology factors in the UK Biobank between CP and controls (random sampling of non-AP and non-CP UK Biobank participants) compared using univariate logistic regression. Likelihood ratio (LR) tests P-value presented for the significance test of the variable as a whole. The Wald test P-value presented for significance test from baseline. The Bonferroni corrected cutoff value for significance is P < 0.001.
Curated list of common comorbidities in the UK Biobank between acute pancreatitis-only cases and controls compared using univariate logistic regression
| Variable | Control (N = 24000) | AP only (N = 3,229) | OR (95% CI) | ||
| Gall stones | 1,061 (4.4) | 1917 (59.4) | 31.85 (29.01.34.97) |
|
|
| Hyperlipidemia | 3,380 (14.1) | 909 (28.2) | 2.39 (2.2.2.6) |
|
|
| Hypertrygliceridemia | 6 (0.0) | 2 (0.1) | 2.48 (0.5.12.28) | 0.266 | 0.306 |
| Hypercalcemia | 160 (0.7) | 84 (2.6) | 3.98 (3.05.5.2) |
|
|
| Pancreatic cancer | 49 (0.2) | 69 (2.1) | 10.67 (7.39.15.42) |
|
|
| CF | 8 (0.0) | 2 (0.1) | 1.86 (0.39.8.76) | 0.433 | 0.462 |
| Celiac | 256 (1.1) | 59 (1.8) | 1.73 (1.3.2.3) |
|
|
| Crohn’s disease | 167 (0.7) | 58 (1.8) | 2.61 (1.93.3.53) |
|
|
| Ulcerative colitis | 312 (1.3) | 68 (2.1) | 1.63 (1.25.2.13) |
|
|
| Alcohol drinker status: REF. = never | 965 (4.0) | 214 (6.7) |
| ||
| Former | 869 (3.6) | 231 (7.2) | 1.2 (0.97.1.47) | 0.087 | |
| Current | 22,082 (92.3) | 2,765 (86.1) | 0.56 (0.48.0.66) |
|
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; CI, confidence interval; CP, chronic pancreatitis; LR, likelihood ratio; OR, odds ratio.
Curated list of common comorbidities in the UK Biobank between AP-only cases and controls (random sampling of non-AP and non-CP UK Biobank participants) compared using univariate logistic regression. Likelihood ratio test P-value presented for the significance test of the variable as a whole. The Wald test P-value presented for significance test from baseline. The Bonferroni corrected cutoff value for significance is P <0.001.
Curated list of common comorbidities in the UK Biobank between CP cases and controls compared using univariate logistic regression
| Variable | Control (N = 24,000) | CP (N = 1,027) | OR (95% CI) | ||
| Gallstones | 1,061 (4.4) | 333 (32.4) | 10.45 (9.05, 12.07) |
|
|
| Hyperlipidemia | 3,380 (14.1) | 356 (34.7) | 3.24 (2.83, 3.7) |
|
|
| Hypertriglyceridemia | 6 (0.0) | 6 (0.6) | 23.5 (7.57, 72.99) |
|
|
| Hypercalcemia | 160 (0.7) | 43 (4.2) | 6.51 (4.62, 9.17) |
|
|
| Pancreatic cancer | 49 (0.2) | 48 (4.7) | 23.97 (16.01, 35.86) |
|
|
| CF | 8 (0.0) | 1 (0.1) | 2.92 (0.37, 23.39) | 0.312 | 0.378 |
| Celiac | 256 (1.1) | 48 (4.7) | 4.55 (3.32, 6.23) |
|
|
| Crohn's disease | 167 (0.7) | 12 (1.2) | 1.69 (0.94, 3.04) | 0.082 | 0.106 |
| Ulcerative colitis | 312 (1.3) | 32 (3.1) | 2.44 (1.69, 3.53) |
|
|
| Alcohol drinker status: REF. = never | 965 (4.0) | 52 (5.1) |
| ||
| Former | 869 (3.6) | 176 (17.4) | 3.76 (2.72, 5.19) |
| |
| Current | 22,082 (92.3) | 785 (77.5) | 0.66 (0.49, 0.88) |
|
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; CI, confidence interval; CP, chronic pancreatitis; LR, likelihood ratio; OR, odds ratio.
Curated list of common comorbidities in the UK Biobank between CP cases and controls (random sampling of non-AP and non-CP UK Biobank participants) compared using univariate logistic regression. Likelihood ratio tests P-value presented for the significance test of the variable as a whole. The Wald test P-value presented for significance test from baseline. The Bonferroni corrected cutoff value for significance is P < 0.001.
Top 25 AP comorbidities by significance, excluding all other K85 and K86 ICD-10 diagnoses
| Code | Name | AP+ | AP− | Control+ | Control− | OR | Lower | Upper | |||
| K801 | K80.1 calculus of gallbladder with other cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 774 | 2,455 | 379 | 23,621 | 0 | 19.65 | 17.26 | 22.37 |
| K802 | K80.2 calculus of gallbladder without cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 1,331 | 1,898 | 630 | 23,370 | 0 | 26.01 | 23.40 | 28.91 |
| K805 | K80.5 calculus of bile duct without cholangitis or cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 475 | 2,754 | 198 | 23,802 | 1.94E-288 | 20.73 | 17.48 | 24.59 |
| Z904 | Z90.4 acquired absence of other parts of digestive tract | Z80-Z99 persons with potential health hazards related to family and personal history and certain conditions influencing health status | Factors influencing health status and contact with health services | 721 | 2,508 | 818 | 23,182 | 1.39E-277 | 8.15 | 7.31 | 9.08 |
| K838 | K83.8 other specified diseases of biliary tract | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 299 | 2,930 | 69 | 23,931 | 1.18E-210 | 35.39 | 27.17 | 46.11 |
| R101 | R10.1 pain localised to upper abdomen | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 584 | 2,645 | 852 | 23,148 | 9.33E-183 | 6.00 | 5.36 | 6.71 |
| R945 | R94.5 abnormal results of liver function studies | R90-R94 abnormal findings on diagnostic imaging and in function studies, without diagnosis | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 394 | 2,835 | 395 | 23,605 | 1.84E-158 | 8.31 | 7.18 | 9.60 |
| I10 | I10 essential (primary) hypertension | I10-I15 hypertensive diseases | Diseases of the circulatory system | 1,672 | 1,557 | 6,824 | 17,176 | 1.30E-148 | 2.70 | 2.51 | 2.91 |
| J90 | J90 pleural effusion, not elsewhere classified | J90-J94 other diseases of pleura | Diseases of the respiratory system | 452 | 2,777 | 675 | 23,325 | 1.80E-136 | 5.62 | 4.96 | 6.38 |
| K800 | K80.0 calculus of gallbladder with acute cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 228 | 3,001 | 108 | 23,892 | 3.29E-130 | 16.81 | 13.33 | 21.20 |
| K831 | K83.1 obstruction of bile duct | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 196 | 3,033 | 61 | 23,939 | 9.68E-128 | 25.36 | 18.98 | 33.89 |
| R104 | R10.4 other and unspecified abdominal pain | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 588 | 2,641 | 1,344 | 22,656 | 9.13E-116 | 3.75 | 3.38 | 4.17 |
| N179 | N17.9 acute renal failure, unspecified | N17-N19 renal failure | Diseases of the genitourinary system | 483 | 2,746 | 952 | 23,048 | 1.03E-111 | 4.26 | 3.79 | 4.78 |
| K660 | K66.0 peritoneal adhesions | K65-K67 diseases of peritoneum | Diseases of the digestive system | 306 | 2,923 | 365 | 23,635 | 9.78E-109 | 6.78 | 5.80 | 7.93 |
| R11 | R11 nausea and vomiting | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 510 | 2,719 | 1,118 | 22,882 | 1.28E-104 | 3.84 | 3.43 | 4.29 |
| K811 | K81.1 chronic cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 177 | 3,052 | 82 | 23,918 | 8.36E-102 | 16.92 | 12.98 | 22.04 |
| K828 | K82.8 other specified diseases of gallbladder | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 174 | 3,055 | 93 | 23,907 | 8.07E-95 | 14.64 | 11.35 | 18.89 |
| Z864 | Z86.4 personal history of psychoactive substance abuse | Z80-Z99 persons with potential health hazards related to family and personal history and certain conditions influencing health status | Factors influencing health status and contact with health services | 910 | 2,319 | 3,195 | 20,805 | 1.13E-93 | 2.56 | 2.35 | 2.78 |
| E119 | E11.9 without complications | E10-E14 diabetes mellitus | Endocrine, nutritional and metabolic diseases | 610 | 2,619 | 1,764 | 22,236 | 1.66E-85 | 2.94 | 2.66 | 3.25 |
| K760 | K76.0 fatty (change of) liver, not elsewhere classified | K70-K77 diseases of liver | Diseases of the digestive system | 223 | 3,006 | 246 | 23,754 | 2.50E-83 | 7.16 | 5.95 | 8.62 |
| K830 | K83.0 cholangitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 140 | 3,089 | 60 | 23,940 | 8.06E-83 | 18.08 | 13.33 | 24.53 |
| K219 | K21.9 gastro-oesophageal reflux disease without oesophagitis | K20-K31 diseases of oesophagus, stomach and duodenum | Diseases of the digestive system | 620 | 2,609 | 1,855 | 22,145 | 5.40E-82 | 2.84 | 2.57 | 3.13 |
| E780 | E78.0 pure hypercholesterolaemia | E70-E90 metabolic disorders | Endocrine, nutritional and metabolic diseases | 849 | 2,380 | 3,119 | 20,881 | 6.87E-78 | 2.39 | 2.19 | 2.61 |
| J181 | J18.1 lobar pneumonia, unspecified | J09-J18 Influenza and pneumonia | Diseases of the respiratory system | 349 | 2,880 | 715 | 23,285 | 3.72E-76 | 3.95 | 3.45 | 4.51 |
| R18 | R18 ascites | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 177 | 3,052 | 170 | 23,830 | 2.93E-72 | 8.13 | 6.56 | 10.07 |
P-values in bold meet or exceed the pre-determined Bonferonni cutoff value.
AP, acute pancreatitis; ICD-10, International Classification of Disease 10th Revision; OR, odds ratio.
Significance and OR calculated using the Fisher exact test.
Top 25 CP comorbidities by significance, excluding all other K85 and K86 ICD-10 diagnoses
| Code | Name | CP+ | CP− | Control+ | Control− | OR | Lower | Upper | |||
| Z871 | Z87.1 personal history of diseases of the digestive system | Z80-Z99 persons with potential health hazards related to family and personal history and certain conditions influencing health status | Factors influencing health status and contact with health services | 473 | 554 | 1,610 | 22,390 | 4.69E-245 | 11.87 | 10.40 | 13.56 |
| F102 | F10.2 Dependence syndrome (alcohol) | F10-F19 Mental and behavioural disorders due to psychoactive substance use | Mental and behavioural disorders | 189 | 838 | 159 | 23,841 | 4.37E-170 | 33.82 | 27.09 | 42.22 |
| E119 | E11.9 without complications | E10-E14 diabetes mellitus | Endocrine, nutritional and metabolic diseases | 405 | 622 | 1,764 | 22,236 | 9.77E-170 | 8.21 | 7.18 | 9.39 |
| F101 | F10.1 harmful use (alcohol) | F10-F19 Mental and behavioural disorders due to psychoactive substance use | Mental and behavioural disorders | 206 | 821 | 252 | 23,748 | 7.00E-164 | 23.65 | 19.42 | 28.79 |
| R101 | R10.1 pain localised to upper abdomen | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 291 | 736 | 852 | 23,148 | 1.17E-154 | 10.74 | 9.23 | 12.51 |
| Z904 | Z90.4 acquired absence of other parts of digestive tract | Z80-Z99 persons with potential health hazards related to family and personal history and certain conditions influencing health status | Factors influencing health status and contact with health services | 285 | 742 | 818 | 23,182 | 4.72E-153 | 10.89 | 9.34 | 12.69 |
| R104 | R10.4 other and unspecified abdominal pain | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 324 | 703 | 1,344 | 22,656 | 2.67E-136 | 7.77 | 6.74 | 8.96 |
| Z864 | Z86.4 personal history of psychoactive substance abuse | Z80-Z99 persons with potential health hazards related to family and personal history and certain conditions influencing health status | Factors influencing health status and contact with health services | 465 | 562 | 3,195 | 20,805 | 3.01E-129 | 5.39 | 4.74 | 6.13 |
| K838 | K83.8 other specified diseases of biliary tract | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 126 | 901 | 69 | 23,931 | 4.25E-126 | 48.50 | 35.90 | 65.53 |
| K802 | K80.2 calculus of gallbladder without cholecystitis | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 229 | 798 | 630 | 23,370 | 4.81E-124 | 10.65 | 9.01 | 12.58 |
| K831 | K83.1 obstruction of bile duct | K80-K87 disorders of gallbladder, biliary tract and pancreas | Diseases of the digestive system | 118 | 909 | 61 | 23,939 | 1.35E-119 | 50.94 | 37.14 | 69.88 |
| R11 | R11 nausea and vomiting | R10-R19 symptoms and signs involving the digestive system and abdomen | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 267 | 760 | 1,118 | 22,882 | 4.92E-109 | 7.19 | 6.18 | 8.37 |
| F103 | F10.3 Withdrawal state (alcohol) | F10-F19 Mental and behavioural disorders due to psychoactive substance use | Mental and behavioural disorders | 107 | 920 | 57 | 23,943 | 1.31E-107 | 48.85 | 35.19 | 67.82 |
| N179 | N17.9 acute renal failure, unspecified | N17-N19 renal failure | Diseases of the genitourinary system | 234 | 793 | 952 | 23,048 | 1.16E-96 | 7.14 | 6.09 | 8.38 |
| F171 | F17.1 harmful use | F10-F19 Mental and behavioural disorders due to psychoactive substance use | Mental and behavioural disorders | 249 | 778 | 1,101 | 22,899 | 1.42E-96 | 6.66 | 5.70 | 7.77 |
| Z720 | Z72.0 tobacco use | Z70-Z76 persons encountering health services in other circumstances | Factors influencing health status and contact with health services | 198 | 829 | 681 | 23,319 | 8.77E-92 | 8.18 | 6.88 | 9.72 |
| E109 | E10.9 without complications | E10-E14 diabetes mellitus | Endocrine, nutritional and metabolic diseases | 130 | 897 | 232 | 23,768 | 5.67E-87 | 14.85 | 11.86 | 18.59 |
| R634 | R63.4 abnormal weight loss | R50-R69 general symptoms and signs | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 182 | 845 | 620 | 23,380 | 1.39E-84 | 8.12 | 6.79 | 9.71 |
| K297 | K29.7 gastritis, unspecified | K20-K31 diseases of oesophagus, stomach and duodenum | Diseases of the digestive system | 248 | 779 | 1,273 | 22,727 | 3.93E-84 | 5.68 | 4.87 | 6.63 |
| J90 | J90 pleural effusion, not elsewhere classified | J90-J94 other diseases of pleura | Diseases of the respiratory system | 187 | 840 | 675 | 23,325 | 1.83E-83 | 7.69 | 6.45 | 9.17 |
| I10 | I10 essential (primary) hypertension | I10-I15 hypertensive diseases | Diseases of the circulatory system | 595 | 432 | 6,824 | 17,176 | 2.38E-82 | 3.47 | 3.05 | 3.94 |
| K760 | K76.0 fatty (change of) liver, not elsewhere classified | K70-K77 diseases of liver | Diseases of the digestive system | 125 | 902 | 246 | 23,754 | 1.07E-79 | 13.38 | 10.68 | 16.76 |
| J181 | J18.1 lobar pneumonia, unspecified | J09-J18 Influenza and pneumonia | Diseases of the respiratory system | 186 | 841 | 715 | 23,285 | 3.67E-79 | 7.20 | 6.04 | 8.58 |
| K709 | K70.9 alcoholic liver disease, unspecified | K70-K77 diseases of liver | Diseases of the digestive system | 79 | 948 | 43 | 23,957 | 5.05E-79 | 46.43 | 31.84 | 67.69 |
| R945 | R94.5 abnormal results of liver function studies | R90-R94 abnormal findings on diagnostic imaging and in function studies, without diagnosis | Symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified | 146 | 881 | 395 | 23,605 | 2.56E-78 | 9.90 | 8.10 | 12.11 |
AP, acute pancreatitis; ICD-10, International Classification of Disease 10th Revision; OR, odds ratio.
Significance and OR calculated using Fisher exact test.
Figure 2.Manhattan plot of AP (a) and CP (b) comorbidities with other ICD-10 diagnoses by significance value. Each circle is scaled by the side of the odds ratio for that comorbidity. ICD-10 codes colored and labeled by ICD-10 chapter titles. Dashed line at Bonferroni corrected P-value of 9 × 10−6. AP, acute pancreatitis; CP, chronic pancreatitis; ICD-10, International Classification of Disease 10th Revision.