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Table 2 Top-ranked ICD-9 diagnoses differentially associated with KS vs. GUD / OTH / ALP

From: Development of a personalized diagnostic model for kidney stone disease tailored to acute care by integrating large clinical, demographics and laboratory data: the diagnostic acute care algorithm - kidney stones (DACA-KS)

ICD-9 code

Condition

frequency in kidney stones (KS)

other genitourinary diseases (GUD)

other conditions (OTH)

acute localized pain (ALP)

frequency

p-value*

frequency

p-value*

frequency

p-value*

401

Essential hypertension

45.6% (99)

35.4% (5101)

0.02

48.5% (11447)

0.63

37.6% (2797)

0.0224

276

Disorders of fluid, electrolyte, and acid-base balance

43.8% (95)

45.6% (6565)

0.78

18.3% (4375)

< 0.0001

27.9% (2047)

< 0.0001

38

Septicaemia

41.5% (90)

23.4% (3361)

< 0.0001

5.4% (1297)

< 0.0001

16.3% (1216)

< 0.0001

995

Certain adverse effects

39.6% (86)

21.4% (3078)

< 0.0001

4.8% (1159)

< 0.0001

13.2% (983)

< 0.0001

785

Symptoms involving cardiovascular system

24.9% (54)

18.5% (2664)

0.09

5.7% (1353)

< 0.0001

11.1% (827)

< 0.0001

428

Heart failure

24.9% (54)

38.3% (5508)

0.00

16.2% (3867)

0.002

29.3% (2185)

0.1945

41

Other bacteria infections

21.2% (46)

16.3% (2350)

0.14

3.1% (752)

< 0.0001

7.5% (559)

< 0.0001

287

Purpura and other hemorrhagic conditions

12.9% (28)

11.7% (1680)

0.76

5.1% (1211)

< 0.0001

7.9% (589)

0.0293

790

Nonspecific findings on examination of blood

12.0% (26)

9.8% (1413)

0.54

5.2% (1243)

< 0.0001

6.0% (449)

0.0019

403

Hypertensive renal disease

11.1% (24)

27.0% (3892)

< 0.0001

1.2% (278)

< 0.0001

10.8% (805)

0.9642

278

Obesity and other hyperalimentation

10.1% (22)

6.0% (863)

0.08

4.7% (1121)

0.001

4.2% (315)

0.0003

311

Depressive disorder, not elsewhere classified

10.1% (22)

7.7% (1104)

0.77

5.9% (1403)

0.01

4.7% (351)

0.0015

300

Neurotic disorders

9.2% (20)

5.68% (817)

0.08

5.71% (1366)

0.03

4.0% (295)

0.0003

327

Sleep disorders

9.2% (20)

5.4% (778)

0.09

3.5% (843)

< 0.0001

2.9% (212)

< 0.0001

112

Candidiasis

8.8% (19)

4.3% (619)

0.02

2.0% (479)

< 0.0001

4.0% (298)

0.0023

416

Chronic pulmonary heart disease

7.8% (17)

6.9% (989)

0.77

3.4% (809)

0.001

4.3% (317)

0.0365

799

Decreased libido and other ill-defined conditions

7.4% (16)

4.7% (668)

0.19

2.4% (569)

< 0.0001

2.5% (186)

< 0.0001

788

Symptoms involving urinary system

7.4% (16)

5.7% (820)

0.77

3.0% (712)

0.001

3.1% (229)

0.0019

288

Diseases of white blood cells

6.0% (13)

4.7% (674)

0.77

2.6% (629)

0.001

2.0% (148)

0.0004

574

Cholelithiasis

5.5% (12)

2.9% (419)

0.11

1.6% (392)

< 0.0001

3.1% (230)

0.0558

570

Acute and subacute necrosis of liver

4.1% (9)

5.0% (717)

0.76

0.8% (184)

< 0.0001

3.1% (228)

0.4404

345

Epilepsy

3.7% (8)

3.4% (491)

0.87

2.9% (688)

0.48

1.5% (111)

0.0345

346

Migraine

2.8% (6)

0.79% (113)

0.02

1.32% (316)

0.11

0.8% (57)

0.0052

  1. * first 25 ICD-9 codes or those with a false discovery rate-adjusted p-value< 0.05 are shown