From: Multimorbidity patterns with K-means nonhierarchical cluster analysis
Cluster n (%)a | Blocks of diagnoses | Prevalence in cluster (%)b | Prevalence in women (%)c | O/E ratiod | Exclusivity (%) | Centrality | Mean Age | Median number of diagnoses |
---|---|---|---|---|---|---|---|---|
1 | E70-E90:Metabolic disorders | 25.9 | 35.4 | 0.73 | 29.8 | 0.8 | 53.0 | 3 |
88,657 (40.7) | M50-M54:Other dorsopathies | 23.6 | 35.8 | 0.66 | 26.9 | |||
F10-F19:Mental and behavioural disorders due to psychoactive substance use | 21.1 | 18.6 | 1.13 | 46.1 | ||||
F40-F48:Neurotic. stress-related and somatoform disorders | 20.0 | 27.3 | 0.73 | 29.9 | ||||
N80-N98:Noninflammatory disorders of female genital tract | 17.6 | 24.2 | 0.73 | 29.6 | ||||
I10-I15:Hypertensive diseases | 15.6 | 25.6 | 0.61 | 24.9 | ||||
M70-M79:Other soft tissue disorders | 13.9 | 27.0 | 0.52 | 21.0 | ||||
E00-E07:Disorders of thyroid gland | 11.8 | 14.9 | 0.79 | 32.3 | ||||
D10-D36:Benign neoplasms | 10.4 | 16.2 | 0.65 | 26.3 | ||||
2 | M50-M54:Other dorsopathies | 55.4 | 35.8 | 1.55 | 23.0 | 1.6 | 57.4 | 7 |
32,249 (14.8) | E70-E90:Metabolic disorders | 53.6 | 35.4 | 1.52 | 22.4 | |||
M15-M19:Arthrosis | 48.2 | 15.7 | 3.08 | 45.6 | ||||
M70-M79:Other soft tissue disorders | 47.5 | 27.0 | 1.76 | 26.1 | ||||
M80-M85:Disorders of bone density and structure | 38.7 | 11.3 | 3.41 | 50.5 | ||||
M20-M25:Other joint disorders | 33.0 | 18.6 | 1.78 | 26.3 | ||||
F40-F48:Neurotic. stress-related and somatoform disorders | 30.1 | 27.3 | 1.10 | 16.3 | ||||
I10-I15:Hypertensive diseases | 29.3 | 25.6 | 1.14 | 16.9 | ||||
I80-I89:Diseases of veins. Lymphatic vessels and lymph nodes. Not elsewhere classified | 29.2 | 18.3 | 1.60 | 23.7 | ||||
F30-F39:Mood [affective] disorders | 20.8 | 14.6 | 1.43 | 21.1 | ||||
N80-N98:Noninflammatory disorders of female genital tract | 20.5 | 24.2 | 0.85 | 12.5 | ||||
E65-E68:Obesity and other hyperalimentation | 20.5 | 19.0 | 1.08 | 16.0 | ||||
G50-G59:Nerve. nerve root and plexus disorders | 20.0 | 8.5 | 2.34 | 34.7 | ||||
M45-M49:Spondylopathies | 19.7 | 4.3 | 4.56 | 67.4 | ||||
E00-E07:Disorders of thyroid gland | 17.8 | 14.9 | 1.20 | 17.7 | ||||
M40-M43:Deforming dorsopathies | 15.1 | 3.8 | 3.96 | 58.6 | ||||
D10-D36:Benign neoplasms | 12.4 | 16.2 | 0.77 | 11.4 | ||||
K20-K31:Diseases of oesophagus. Stomach and duodenum | 12.0 | 11.4 | 1.05 | 15.6 | ||||
J30-J39:Other diseases of upper respiratory tract | 11.2 | 9.4 | 1.19 | 17.6 | ||||
G40-G47:Episodic and paroxysmal disorders | 11.2 | 10.5 | 1.06 | 15.7 | ||||
J00-J06:Acute upper respiratory infections | 11.1 | 12.6 | 0.88 | 13.0 | ||||
H90-H95:Other disorders of ear | 10.2 | 6.3 | 1.60 | 23.7 | ||||
3 | N80-N98:Noninflammatory disorders of female genital tract | 48.1 | 24.2 | 1.99 | 25.6 | 1.7 | 53.0 | 8 |
28,024 (12.9) | M50-M54:Other dorsopathies | 46.9 | 35.8 | 1.31 | 16.9 | |||
M70-M79:Other soft tissue disorders | 38.8 | 27.0 | 1.44 | 18.5 | ||||
M20-M25:Other joint disorders | 33.6 | 18.6 | 1.81 | 23.3 | ||||
D10-D36:Benign neoplasms | 32.8 | 16.2 | 2.03 | 26.1 | ||||
I80-I89:Diseases of veins. Lymphatic vessels and lymph nodes. Not elsewhere classified | 29.3 | 18.3 | 1.60 | 20.6 | ||||
L20-L30:Dermatitis and eczema | 28.4 | 9.3 | 3.05 | 39.2 | ||||
E70-E90:Metabolic disorders | 27.7 | 35.4 | 0.78 | 10.1 | ||||
F40-F48:Neurotic. stress-related and somatoform disorders | 26.3 | 27.3 | 0.96 | 12.4 | ||||
K00-K14:Diseases of oral cavity. Salivary glands and jaws | 23.3 | 12.1 | 1.93 | 24.9 | ||||
B35-B49:Mycoses | 19.8 | 5.7 | 3.46 | 44.5 | ||||
D50-D53:Nutritional anaemias | 19.7 | 8.3 | 2.38 | 30.6 | ||||
N60-N64:Disorders of breast | 19.2 | 7.5 | 2.56 | 32.9 | ||||
J00-J06:Acute upper respiratory infections | 16.9 | 12.6 | 1.34 | 17.2 | ||||
H53-H54:Visual disturbances and blindness | 16.8 | 4.4 | 3.84 | 49.4 | ||||
E00-E07:Disorders of thyroid gland | 16.7 | 14.9 | 1.13 | 14.5 | ||||
L60-L75:Disorders of skin appendages | 16.7 | 4.8 | 3.51 | 45.2 | ||||
I10-I15:Hypertensive diseases | 15.9 | 25.6 | 0.62 | 8.0 | ||||
E65-E68:Obesity and other hyperalimentation | 15.4 | 19.0 | 0.81 | 10.4 | ||||
J30-J39:Other diseases of upper respiratory tract | 15.2 | 9.4 | 1.61 | 20.8 | ||||
G40-G47:Episodic and paroxysmal disorders | 14.0 | 10.5 | 1.33 | 17.1 | ||||
B00-B09:Viral infections characterized by skin and mucous membrane lesions | 13.9 | 4.3 | 3.21 | 41.2 | ||||
H90-H95:Other disorders of ear | 12.9 | 6.3 | 2.03 | 26.2 | ||||
H49-H52:Disorders of ocular muscles. Binocular movement. Accommodation and refraction | 12.9 | 3.5 | 3.64 | 46.8 | ||||
L80-L99:Other disorders of the skin and subcutaneous tissue | 12.8 | 3.3 | 3.83 | 49.3 | ||||
H10-H13:Disorders of conjunctiva | 12.2 | 3.8 | 3.21 | 41.3 | ||||
F30-F39:Mood [affective] disorders | 11.7 | 14.6 | 0.80 | 10.3 | ||||
K55-K63:Other diseases of intestines | 11.3 | 8.6 | 1.32 | 17.0 | ||||
M15-M19:Arthrosis | 11.1 | 15.7 | 0.71 | 9.2 | ||||
K20-K31:Diseases of oesophagus. Stomach and duodenum | 10.3 | 11.4 | 0.91 | 11.7 |