The Egocentric Comorbidity Network on Malignant neoplasm of small intestine, including duodenum


Disease Info.
ICD-9: 152
Disease ID: 103
Disease Name: Malignant neoplasm of small intestine, including duodenum
Descriptives of the sampled nested cases-control dataset
Total individual= 560
Case:Control = 112 : 448 ( 1 : 4 )
No. of control with zero baseline= 150
No. of select variables= 238
Messages from clogit procedure
simpleWarning in fitter(X, Y, istrat, offset, init, control, weights = weights, : Loglik converged before variable 1,2,3,4,5,6,7,8,9,10,11,12,13,14,15,16,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31,32,33,34,35,36,37,38,39,40,41,42,43,44,45,46,47,48,49,50,51,52,53,54,55,56,57,58,59,60,61,62,63,64,65,66,67,68,69,70,71,72,73,74,75,76,77,78,79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,96,97,98,99,100,101,102,103,104,105,106,107,108,109,110,111,112,113,114,115,116,117,118,119,120,121,122,123,124,125,126,127,128,129,130,131,132,133,134,135,136,137,138,139,140,141,142,143,144,145,146,147,148,149,150,151,152,153,154,155,156,157,158,159,160,161,162,163,164,165,166,167,168,169,170,171,172,173,174,175,176,177,178,179,180,181,182,183,184,185,187,188,189,190,191,192,193,194,195,196,197,200,201,203,206,210,213,214,215,216,217,218,220,228,229,230,231,232,234,236,237,238 ; coefficient may be infinite.
Fitted coefficients in conditional logistic model (p<0.05 only)
*Progression links allowed are marked in red
coef exp(coef) se(coef) z Pr(>|z|) name sig
9.775 17591.694 3.574 2.735 0.006 Disorders of mineral metabolism **
5.288 197.895 2.323 2.276 0.023 Benign neoplasm of other and unspecified sites *
5.123 167.879 1.998 2.564 0.010 Varicose veins of lower extremities **
4.266 71.261 1.663 2.565 0.010 Benign neoplasm of other parts of digestive system **
4.182 65.474 1.594 2.624 0.009 Chickenpox **
3.888 48.800 1.732 2.245 0.025 Other nonorganic psychoses *
3.799 44.671 1.495 2.541 0.011 Benign neoplasm of breast *
3.729 41.620 1.870 1.994 0.046 Other disorders of female genital organs *
3.392 29.718 1.599 2.122 0.034 Other diseases of pericardium *
3.161 23.590 1.121 2.820 0.005 Psoriasis and similar disorders **
2.903 18.231 1.370 2.120 0.034 Acute, but ill-defined, cerebrovascular disease *
2.671 14.456 0.367 7.276 0.000 Pulmonary tuberculosis ***
2.465 11.761 0.827 2.980 0.003 Pain and other symptoms associated with female genital organs **
2.230 9.299 0.969 2.301 0.021 Late effects of cerebrovascular disease *
1.865 6.457 0.845 2.207 0.027 Iron deficiency anemias *
1.769 5.866 0.778 2.275 0.023 Diseases of esophagus *
1.273 3.573 0.606 2.100 0.036 Disorders of refraction and accommodation *
1.074 2.927 0.526 2.040 0.041 Allergic rhinitis *
0.965 2.625 0.469 2.057 0.040 Chronic pharyngitis and nasopharyngitis *
0.762 2.143 0.341 2.232 0.026 Symptoms involving respiratory system and other chest symptoms *
-1.332 0.264 0.669 -1.991 0.046 Other disorders of bone and cartilage *
-1.591 0.204 0.807 -1.972 0.049 Other diseases of upper respiratory tract *
-2.363 0.094 1.064 -2.220 0.026 Other disorders of ear *
-3.061 0.047 1.096 -2.792 0.005 Symptoms involving urinary system **
-4.092 0.017 1.816 -2.253 0.024 Uterine leiomyoma *
-5.700 0.003 2.618 -2.178 0.029 Other derangement of joint *
-6.027 0.002 2.437 -2.473 0.013 Benign mammary dysplasias *
-8.628 0.000 3.996 -2.159 0.031 Disorders of adrenal glands *
Age distribution of cases
Prevalence of exposure in the dataset per 100,000
*marked green when case > control
case control overall name
71428.57 44196.43 49642.86 General symptoms
71428.57 26339.29 35357.14 Other symptoms involving abdomen and pelvis
69642.86 30580.36 38392.86 Gastritis and duodenitis
60714.29 35267.86 40357.14 Other and unspecified disorders of back
59821.43 41294.64 45000.00 Gingival and periodontal diseases
58928.57 27901.79 34107.14 Functional digestive disorders, not elsewhere classified
58035.71 34598.21 39285.71 Diseases of hard tissues of teeth
56250.00 25000.00 31250.00 Disorders of function of stomach
53571.43 22767.86 28928.57 Other noninfectious gastroenteritis and colitis
51785.71 34375.00 37857.14 Other disorders of soft tissues
51785.71 27008.93 31964.29 Symptoms involving respiratory system and other chest symptoms
50000.00 31250.00 35000.00 Essential hypertension
50000.00 19196.43 25357.14 Peptic ulcer, site unspecified
45535.71 30580.36 33571.43 Osteoarthrosis and allied disorders
43750.00 22544.64 26785.71 Diseases of pulp and periapical tissues
42857.14 29687.50 32321.43 Symptoms involving head and neck
38392.86 20758.93 24285.71 Other disorders of urethra and urinary tract
37500.00 14508.93 19107.14 Other disorders of bone and cartilage
36607.14 17633.93 21428.57 Neurotic disorders
36607.14 21205.36 24285.71 Cataract
36607.14 18973.21 22500.00 Menopausal and postmenopausal disorders
36607.14 23214.29 25892.86 Other and unspecified disorder of joint
35714.29 20312.50 23392.86 Inflammatory disease of cervix, vagina and vulva
35714.29 28125.00 29642.86 Contact dermatitis and other eczema
33928.57 12276.79 16607.14 Symptoms involving digestive system
33035.71 17633.93 20714.29 Diseases of the oral soft tissues, excluding lesions specific for gingiva and tongue
30357.14 19419.64 21607.14 Disorders of lipoid metabolism
30357.14 16294.64 19107.14 Hypertensive heart disease
29464.29 11607.14 15178.57 Chronic liver disease and cirrhosis
26785.71 7812.50 11607.14 Gastric ulcer
26785.71 15848.21 18035.71 Spondylosis and allied disorders
25000.00 5580.36 9464.29 Other and unspecified anemias
24107.14 14732.14 16607.14 Diabetes mellitus
24107.14 15178.57 16964.29 Vertiginous syndromes and other disorders of vestibular system
24107.14 7366.07 10714.29 Diseases of esophagus
22321.43 669.64 5000.00 Malignant neoplasm of colon
22321.43 14732.14 16250.00 Pruritus and related conditions
21428.57 15848.21 16964.29 Other forms of chronic ischemic heart disease
21428.57 15178.57 16428.57 Peripheral enthesopathies and allied syndromes
20535.71 11607.14 13392.86 Allergic rhinitis
19642.86 12723.21 14107.14 Other and unspecified arthropathies
17857.14 2455.36 5535.71 Iron deficiency anemias
17857.14 5133.93 7678.57 Hemorrhoids
17857.14 10267.86 11785.71 Disorders of menstruation and other abnormal bleeding from female genital tract
16964.29 7812.50 9642.86 Other diseases of upper respiratory tract
16964.29 9821.43 11250.00 Chronic bronchitis
16964.29 5133.93 7500.00 Duodenal ulcer
16964.29 16517.86 16607.14 Other disorders of synovium, tendon and bursa
16964.29 9375.00 10892.86 Dermatophytosis
16071.43 12053.57 12857.14 Urticaria
16071.43 9151.79 10535.71 Disorders of muscle, ligament and fascia
15178.57 5133.93 7142.86 Special symptoms or syndromes not elsewhere classified
15178.57 8928.57 10178.57 Symptoms involving cardiovascular system
14285.71 446.43 3214.29 Secondary malignant neoplasm of respiratory and digestive systems
14285.71 11160.71 11785.71 Cardiac dysrhythmias
14285.71 9598.21 10535.71 Symptoms involving skin and other integumentary tissue
14285.71 11830.36 12321.43 Symptoms involving urinary system
13392.86 2008.93 4285.71 Benign neoplasm of other parts of digestive system
13392.86 6473.21 7857.14 Other retinal disorders
13392.86 6026.79 7500.00 Disorders of lacrimal system
12500.00 4464.29 6071.43 Other disorders of eyelids
12500.00 8258.93 9107.14 Chronic pharyngitis and nasopharyngitis
12500.00 11160.71 11428.57 Other diseases and conditions of the teeth and supporting structures
12500.00 7589.29 8571.43 Other disorders of cervical region
11607.14 4910.71 6250.00 Other disorders of eye
11607.14 3794.64 5357.14 Other disorders of breast
10714.29 4241.07 5535.71 Uterine leiomyoma
9821.43 1785.71 3392.86 Neoplasm of unspecified nature
9821.43 7589.29 8035.71 Disorders of refraction and accommodation
9821.43 2232.14 3750.00 Other disorders of intestine
9821.43 1339.29 3035.71 Noninflammatory disorders of cervix
9821.43 6696.43 7321.43 Other disorders of skin and subcutaneous tissue
8928.57 223.21 1964.29 Secondary and unspecified malignant neoplasm of lymph nodes
8928.57 7366.07 7678.57 Angina pectoris
8928.57 4241.07 5178.57 Other diseases of endocardium
8928.57 6026.79 6607.14 Asthma
8035.71 6919.64 7142.86 Visual disturbances
8035.71 7366.07 7500.00 Other disorders of ear
8035.71 5357.14 5892.86 Heart failure
7142.86 7812.50 7678.57 Gout
7142.86 3794.64 4464.29 Diseases of sebaceous glands
7142.86 2008.93 3035.71 Diffuse diseases of connective tissue
7142.86 1339.29 2500.00 Other acquired deformity
7142.86 3794.64 4464.29 Candidiasis
6250.00 2678.57 3392.86 Benign neoplasm of skin
6250.00 1562.50 2500.00 Benign neoplasm of breast
6250.00 2455.36 3214.29 Other disorders of liver
6250.00 3348.21 3928.57 Other diseases due to viruses and Chlamydiae
6250.00 8035.71 7678.57 Intervertebral disc disorders
5357.14 223.21 1250.00 Malignant neoplasm of rectum, rectosigmoid junction, and anus
5357.14 223.21 1250.00 Secondary malignant neoplasm of other specified sites
5357.14 1785.71 2500.00 Migraine
5357.14 4241.07 4464.29 Mononeuritis of upper limb and mononeuritis multiplex
5357.14 2232.14 2857.14 Glaucoma
5357.14 4910.71 5000.00 Other and ill-defined cerebrovascular disease
5357.14 1116.07 1964.29 Chronic glomerulonephritis
5357.14 892.86 1785.71 Endometriosis
5357.14 2008.93 2678.57 Noninflammatory disorders of vagina
5357.14 2901.79 3392.86 Erythematosquamous dermatosis
5357.14 1562.50 2321.43 Nonspecific findings on examination of urine
4464.29 669.64 1428.57 Malignant neoplasm of stomach
4464.29 446.43 1250.00 Other benign neoplasm of uterus
4464.29 1339.29 1964.29 Affective psychoses
4464.29 2678.57 3035.71 Physiological malfunction arising from mental factors
4464.29 4017.86 4107.14 Nerve root and plexus disorders
4464.29 1116.07 1785.71 Corneal opacity and other disorders of cornea
4464.29 2232.14 2678.57 Nonsuppurative otitis media and eustachian tube disorders
4464.29 2455.36 2857.14 Ill-defined descriptions and complications of heart disease
4464.29 1785.71 2321.43 Other peripheral vascular disease
4464.29 4017.86 4107.14 Viral hepatitis
4464.29 223.21 1071.43 Peritonitis
4464.29 1785.71 2321.43 Chronic renal failure
4464.29 1116.07 1785.71 Disorders resulting from impaired renal function
4464.29 446.43 1250.00 Hydronephrosis
4464.29 1339.29 1964.29 Other ill-defined and unknown causes of morbidity and mortality
3571.43 223.21 892.86 Malignant neoplasm of cervix uteri
3571.43 1339.29 1785.71 Other benign neoplasm of connective and other soft tissue
3571.43 1339.29 1785.71 Benign neoplasm of ovary
3571.43 446.43 1071.43 Benign neoplasm of other and unspecified sites
3571.43 2678.57 2857.14 Thyrotoxicosis with or without goiter
3571.43 2232.14 2500.00 Other paralytic syndromes
3571.43 892.86 1428.57 Hereditary and idiopathic peripheral neuropathy
3571.43 892.86 1428.57 Disorders of optic nerve and visual pathways
3571.43 2455.36 2678.57 Suppurative and unspecified otitis media
3571.43 2232.14 2500.00 Hearing loss
3571.43 1339.29 1785.71 Herpes simplex
3571.43 4241.07 4107.14 Chronic airways obstruction, not elsewhere classified
3571.43 892.86 1428.57 Dentofacial anomalies, including malocclusion
3571.43 223.21 892.86 Benign mammary dysplasias
3571.43 669.64 1250.00 Disorders of uterus, not elsewhere classified
3571.43 1339.29 1785.71 Other dermatoses
3571.43 2678.57 2857.14 Rheumatoid arthritis and other inflammatory polyarthropathies
3571.43 892.86 1428.57 Other congenital musculoskeletal anomalies
3571.43 1339.29 1785.71 Symptoms involving nervous and musculoskeletal systems
3571.43 1339.29 1785.71 Nonspecific findings on examination of blood
3571.43 1339.29 1785.71 Dermatomycosis, other and unspecified
3571.43 2008.93 2321.43 Acariasis
2678.57 669.64 1071.43 Malignant neoplasm of liver and intrahepatic bile ducts
2678.57 223.21 714.29 Malignant neoplasm of ovary and other uterine adnexa
2678.57 1116.07 1428.57 Nontoxic nodular goiter
2678.57 223.21 714.29 Other diseases of blood and blood-forming organs
2678.57 446.43 892.86 Trigeminal nerve disorders
2678.57 446.43 892.86 Diseases of mitral and aortic valves
2678.57 2455.36 2500.00 Herpes zoster
2678.57 5357.14 4821.43 Late effects of cerebrovascular disease
2678.57 446.43 892.86 Nephrotic syndrome
2678.57 3125.00 3035.71 Pain and other symptoms associated with female genital organs
2678.57 1116.07 1428.57 Hemorrhage in early pregnancy
2678.57 3125.00 3035.71 Diseases of hair and hair follicles
2678.57 1339.29 1607.14 Disorders of sweat glands
2678.57 2455.36 2500.00 Other derangement of joint
1785.71 1339.29 1428.57 Simple and unspecified goiter
1785.71 892.86 1071.43 Acquired hypothyroidism
1785.71 669.64 892.86 Other disorders of thyroid
1785.71 669.64 892.86 Disorders of adrenal glands
1785.71 1339.29 1428.57 Depressive disorder, not elsewhere classified
1785.71 2455.36 2321.43 Parkinson's disease
1785.71 1339.29 1428.57 Other extrapyramidal disease and abnormal movement disorders
1785.71 1785.71 1785.71 Group B streptococcus infections of unspecified site
1785.71 1116.07 1250.00 Epilepsy
1785.71 669.64 892.86 Facial nerve disorders
1785.71 1116.07 1250.00 Mononeuritis of lower limb
1785.71 2678.57 2500.00 Inflammatory and toxic neuropathy
1785.71 446.43 714.29 Disorders of the globe
1785.71 2008.93 1964.29 Coronary occlusion without myocardial infarction
1785.71 1785.71 1785.71 Acute, but ill-defined, cerebrovascular disease
1785.71 446.43 714.29 Other venous embolism and thrombosis
1785.71 223.21 535.71 Hypotension
1785.71 892.86 1071.43 Chronic sinusitis
1785.71 446.43 714.29 Emphysema
1785.71 1562.50 1607.14 Bronchiectasis
1785.71 669.64 892.86 Other diseases of lung
1785.71 1339.29 1428.57 Disorders of tooth development and eruption
1785.71 446.43 714.29 Other disorders of stomach and duodenum
1785.71 1562.50 1607.14 Regional enteritis
1785.71 446.43 714.29 Diverticula of intestine
1785.71 223.21 535.71 Liver abscess and sequelae of chronic liver disease
1785.71 446.43 714.29 Nephritis and nephropathy, not specified as acute or chronic
1785.71 223.21 535.71 Renal failure, unspecified
1785.71 223.21 535.71 Other disorders of kidney and ureter
1785.71 2008.93 1964.29 Genital prolapse
1785.71 669.64 892.86 Other disorders of female genital organs
1785.71 446.43 714.29 Early or threatened labor
1785.71 669.64 892.86 Dermatitis due to substances taken internally
1785.71 223.21 535.71 Corns and callosities
1785.71 1339.29 1428.57 Other hypertrophic and atrophic conditions of skin
1785.71 1562.50 1607.14 Chronic ulcer of skin
1785.71 1785.71 1785.71 Internal derangement of knee
1785.71 892.86 1071.43 Curvature of spine
1785.71 1785.71 1785.71 Nonspecific abnormal results of function studies
892.86 446.43 535.71 Malignant neoplasm of bladder
892.86 223.21 357.14 Lipoma
892.86 223.21 357.14 Carcinoma in situ of breast and genitourinary system
892.86 223.21 357.14 Neoplasm of uncertain behavior of digestive and respiratory systems
892.86 669.64 714.29 Obesity and other hyperalimentation
892.86 1339.29 1250.00 Other deficiency anemias
892.86 4017.86 3392.86 Senile and presenile organic psychotic conditions
892.86 446.43 535.71 Other organic psychotic conditions (chronic)
892.86 223.21 357.14 Psychic factors associated with diseases classified elsewhere
892.86 1116.07 1071.43 Other cerebral degenerations
892.86 223.21 357.14 Other diseases of spinal cord
892.86 223.21 357.14 Myoneural disorders
892.86 446.43 535.71 Retinal detachments and defects
892.86 223.21 357.14 Disorders of iris and ciliary body
892.86 223.21 357.14 Mastoiditis and related conditions
892.86 669.64 714.29 Other disorders of middle ear and mastoid
892.86 223.21 357.14 Chickenpox
892.86 669.64 714.29 Rheumatic diseases of mitral valve
892.86 223.21 357.14 Rheumatic diseases of aortic valve
892.86 669.64 714.29 Diseases of other endocardial structures
892.86 223.21 357.14 Other rheumatic heart disease
892.86 1339.29 1250.00 Hypertensive renal disease
892.86 2678.57 2321.43 Atherosclerosis
892.86 446.43 535.71 Other disorders of arteries and arterioles
892.86 446.43 535.71 Phlebitis and thrombophlebitis
892.86 669.64 714.29 Varicose veins of lower extremities
892.86 1339.29 1250.00 Other disorders of circulatory system
892.86 446.43 535.71 Deviated nasal septum
892.86 446.43 535.71 Chronic laryngitis and laryngotracheitis
892.86 892.86 892.86 Other diseases of respiratory system
892.86 223.21 357.14 Diseases of the jaws
892.86 669.64 714.29 Diseases of the salivary glands
892.86 446.43 535.71 Anal fissure and fistula
892.86 223.21 357.14 Intestinal malabsorption
892.86 446.43 535.71 Acute renal failure
892.86 2232.14 1964.29 Other disorders of bladder
892.86 1116.07 1071.43 Noninflammatory disorders of ovary, fallopian tube and broad ligament
892.86 223.21 357.14 Infertility, female
892.86 223.21 357.14 Other current conditions in the mother classifiable elsewhere, but complicating pregnancy, childbirth, or the puerperium
892.86 3794.64 3214.29 Atopic dermatitis and related conditions
892.86 1339.29 1250.00 Erythematous conditions
892.86 1339.29 1250.00 Ankylosing spondylitis and other inflammatory spondylopathies
892.86 223.21 357.14 Nonallopathic lesions, not elsewhere classified
892.86 223.21 357.14 Other congenital anomalies of circulatory system
892.86 223.21 357.14 Congenital anomalies of the integument
892.86 446.43 535.71 Nonspecific abnormal histological and immunological findings
892.86 446.43 535.71 Other mycoses
892.86 669.64 714.29 Late effects of tuberculosis