Cluster_10

Root: Disease Comorbidity Analysis - Baseline

Cluster name: Cluster_10

Comorbidity (Logistic regression)

Sample size: 212751
Cases: 54965
Controls: 157786

Number of disease except for 0 (Ordinary regression)

Sample size: 77772

🔍 Diseases in this cluster [Code (Chapter) - Long Name]:

• AB1_BACT_BIR_OTHER_INF_AGENTS (1) - Bacterial, viral and other infectious agents
• AB1_GASTROENTERITIS_NOS (1) - Diarrhoea and gastroenteritis of presumed infectious origin
• AB1_INFECT_PARASIT (1) - Certain infectious and parasitic diseases
• AB1_OTHER_BACTERIAL (1) - Other bacterial diseases
• AB1_OTHER_SEPSIS (1) - Other septicaemia
• AB1_OTHER_VIRAL (1) - Other viral diseases
• AB1_SEPSIS_BACT_IMPL (1) - Implicit bacterial Sepsis
• AB1_SEPSIS_CONDITION (1) - Condition for Implicit Sepsis (Organ dysfunction codes)
• AB1_SEPSIS_EXPLICIT (1) - Explicit Sepsis
• AB1_SEPSIS_IMPLICIT (1) - Implicit Sepsis
• AB1_SEPSIS_VIRAL_IMPL (1) - Implicit viral Sepsis
• AB1_STREPTSTAPHYCOCC_INOTHER (1) - Streptococcus and staphylococcus as the cause of diseases classified to other chapters
• AB1_VIRAL_NOS (1) - Other viral diseases, not elsewhere classified
• ALCOHOLACUTE10 (5) - Acute alcohol intoxication, ICD10
• ALCOHOLMENTAL (5) - Mental and behavioural disorders due to alcohol, excluding acute intoxication
• ALCOLIVER (11) - Alcoholic liver disease
• AUD (5) - Alcohol use disorder, ICD-based
• BRADY_UNSPE (9) - Bradycardia, unspecified, drug-induced
• C3_CORPUS_UTERI (2) - Malignant neoplasm of corpus uteri
• COPD_EARLY (10) - Early onset COPD
• C_DIFFICILE_ENTEROCOLITIS (1) - Enterocolitis due to Clostridium difficile
• D3_ANAEMIA_B12_DEF (3) - Vitamin B12 deficiency anaemia
• D3_COAGOTHER (3) - Other coagulation defects
• D3_PURPURA_AND3_OTHER_HAEMORRHAGIC (3) - Purpura and other haemorrhagic conditions
• D3_SARCOIDOSIS (3) - Sarcoidosis
• D3_THROMBOCYTOPENIANAS (3) - Thrombocytopenia, unspecified
• DM_BCKGRND_RETINA (7) - Background diabetic retinopathy
• DM_OTHER_WIDE (4) - Other diabetes, wide definition
• DM_PERIPHATHERO (9) - Peripheral atherosclerosis
• E4_DM1 (4) - Type 1 diabetes
• E4_DM1NOCOMP (4) - Type 1 diabetes without complications
• E4_DM2 (4) - Type 2 diabetes
• E4_DM2NOCOMP (4) - Type 2 diabetes without complications
• E4_DMNASNOCOMP (4) - Unspecified diabetes without complications
• E4_ENDOGLAND (4) - Disorders of other endocrine glands
• E4_ENDONUTRMET (4) - Endocrine, nutritional and metabolic diseases
• E4_FH (4) - Familial hypercholesterolemia
• E4_FLUIDELECTRO (4) - Other disorders of fluid, electrolyte and acid-base balance
• E4_HYPERLIPNAS (4) - Hyperlipidaemia, other/unspecified
• E4_HYPERPARA (4) - Hyperparathyroidism
• E4_HYPOKALAEMIA (4) - Hypokalaemia
• E4_LIPOPROT (4) - Disorders of lipoprotein metabolism and other lipidaemias
• E4_METABOLIA (4) - Metabolic disorders
• E4_MINERAL_MET (4) - Disorders of mineral metabolism
• E4_NUTRIDEF (4) - Other nutritional deficiencies
• E4_OBESITY (4) - Obesity
• E4_OBESITYNAS (4) - Obesity, other/unspecified
• E4_PARATHYRO (4) - Disorders of parathyroid gland
• E4_PCOS_BROAD_EXCLUSIONS (4) - Exclusions for E4_PCOS_BROAD
• E4_VOLUME (4) - Volume depletion
• F5_ALCOHOL_DEPENDENCE (5) - Alcohol dependence
• F5_SCHIZO (5) - Schizophrenia, schizotypal and delusional disorders
• F5_STRESSOTH (5) - Other reaction to severe stress, and adjustment disorders
• F5_TOBAC (5) - Mental and behavioural disorders due to tobacco
• G6_CPETAL (6) - Cerebral palsy and other paralytic syndromes
• G6_EPIPAROX (6) - Episodal and paroxysmal disorders
• G6_HEADACHE (6) - Other headache syndromes
• G6_HEMIPLE (6) - Hemiplegia
• G6_NEUINFL (6) - Inflammatory diseases of the central nervous system
• G6_OTHNEU (6) - Other neurological diseases
• G6_POLYNEU (6) - Polyneuropathies and other disorders of the peripheral nervous system
• G6_POLYOTHUNS (6) - Other and unspecified polyneuropathies, also in other diseases
• G6_TIA (6) - Transient ischemic attack
• H7_CATARACTOTHER (7) - Other cataract
• H7_CATARACTSENILE (7) - Senile cataract
• H7_CHOROIDRETINA (7) - Disorders of choroid and retina
• H7_DIPLOPIA (7) - Diplopia
• H7_EYELIDDIS (7) - Other disorders of eyelid
• H7_EYEOTH (7) - Other disorders of eye and adnexa
• H7_EYE_ADNEXA (7) - Diseases of the eye and adnexa
• H7_GLAUCNAS (7) - Other and unspecified glaucoma
• H7_GLAUCOMA (7) - Glaucoma
• H7_GLAUCSUSP (7) - Glaucoma suspect
• H7_LENS (7) - Disorders of lens
• H7_LIDLACRIMALORBIT (7) - Disorders of eyelid, lacrimal system and orbit
• H7_RETINANAS (7) - Other specified and unspecified retinal disorders
• H7_VISDISTNAS (7) - Other and unspecified visual disturbances
• H7_VISUALDISTBLIND (7) - Visual disturbances and blindness
• H7_VISUDISTURB (7) - Visual disturbances
• H8_CHOLEASTOMA (8) - Cholesteatoma of middle ear
• H8_INNER (8) - Diseases of inner ear
• H8_LABYRINTHITIS (8) - Labyrinthitis
• I9_AF (9) - Atrial fibrillation and flutter
• I9_ANGINA (9) - Angina pectoris
• I9_AORTANEUR (9) - Aortic aneurysm
• I9_AORTVALV_EARLY (9) - Aortic valve malfunction, age under 60 years
• I9_ARTEMBTHRNAS (9) - Other arterial embolism and thrombosis
• I9_ARTOTH (9) - Other diseases of arteries and capillaries
• I9_ATHSCLE (9) - Atherosclerosis, excluding cerebral and coronary sclerosis
• I9_AVBLOCK (9) - AV-block
• I9_CARDMPRI (9) - Cardiomyopathies, Primary/intrinsic
• I9_CARDMYO (9) - Cardiomyopathy
• I9_CAVS_DX (9) - Calcific aortic valvular stenosis, diagnosis (helper)
• I9_CAVS_RHEU (9) - Calcific aortic valvular stenosis, including rheumatic fever
• I9_CEREBDOTH (9) - Other specified cerebrovascular diseases, other cerebrovascular disorders in diseases classified elsewhere
• I9_CEREBVASC (9) - Cerebrovascular diseases
• I9_CHD (9) - Major coronary heart disease event
• I9_CONDUCTIO (9) - Conduction disorders
• I9_CORATHER (9) - Coronary atherosclerosis
• I9_CVD (9) - Cardiovascular diseases
• I9_DILATED_CARDIOMYOPATHY (9) - Dilated cardiomyopathy
• I9_DOAAC (9) - Diseases of arteries, arterioles and capillaries
• I9_HEARTFAIL (9) - Heart failure, strict
• I9_HYPOTE (9) - Hypotension
• I9_HYPTENS (9) - Hypertension
• I9_HYPTENSESS (9) - Hypertension, essential
• I9_HYPTENSHR (9) - Hypertensive heart and/or renal disease
• I9_HYPTENSRD (9) - Hypertensive Renal Disease
• I9_IHD (9) - Ischaemic heart disease, wide definition
• I9_LBBB (9) - Left bundle-branch block
• I9_MI (9) - Myocardial infarction
• I9_NCMI (9) - Myocardial infarction, unclassifiable
• I9_NONISCHCARDMYOP_STRICT (9) - Nonischemic cardiomyopathy
• I9_NONRHEVALV (9) - Non-rheumatic valve diseases
• I9_NSTEMI (9) - Myocardial infarction, without ST-elevation
• I9_OTHARR (9) - Other arrhythmias
• I9_OTHILLHEART (9) - Other or ill-defined heart diseases
• I9_OTHPER (9) - Other peripheral vascular diseases
• I9_PAD (9) - Peripheral artery disease
• I9_PAROXTAC (9) - Paroxysmal tachycardia
• I9_PERICAOTH (9) - Other diseases of pericardium
• I9_PHLETHROM (9) - Phlebitis and thrombophlebitis (not including DVT)
• I9_PHLETHROMBDVTLOW (9) - DVT of lower extremities
• I9_POSTAMI (9) - Status post-ami
• I9_PULMEMB (9) - Pulmonary embolism
• I9_RBBB (9) - Right bundle-branch block
• I9_RHEUVALV (9) - Rheumatic valve diseases
• I9_SEQULAE (9) - Sequelae of cerebrovascular disease
• I9_STEMI (9) - Myocardial infarction, with ST-elevation
• I9_STR (9) - Stroke, excluding SAH
• I9_STR_EXH (9) - Ischaemic Stroke, excluding all haemorrhages
• I9_STR_SAH (9) - Stroke, including SAH
• I9_UAP (9) - Unstable angina pectoris
• I9_VTE (9) - Venous thromboembolism
• ILD (10) - Interstitial lung disease
• J10_ACUTELOWERNAS (10) - Unspecified acute lower respiratory infection
• J10_EMPHYSEMA (10) - Emphysema
• J10_INFLUPNEU (10) - Influenza and pneumonia
• J10_INTERSTITIUM (10) - Other respiratory diseases principally affecting the interstitium
• J10_LOWERINF (10) - Other acute lower respiratory infections
• J10_PHARYNGITIS (10) - Acute pharyngitis
• J10_PLEURA (10) - Other diseases of pleura
• J10_PLEUREFFUSION (10) - Pleural effusion
• J10_PNEUMONAS (10) - Pneumonia, organism unspecified
• J10_PNEUMOTHORAX (10) - Pneumothorax
• J10_RESPDISOTH (10) - Other respiratory disorders and diseases
• J10_RESPIRATORY (10) - Diseases of the respiratory system
• K11_ACUTGASTR (11) - Acute gastritis
• K11_ADHE (11) - Intestinal adhesions without obstruction
• K11_BILIAOTH (11) - Other diseases of biliary tract
• K11_CARIES (11) - Dental caries
• K11_DISLIVOTH (11) - Other diseases of liver
• K11_GIBLEEDING (11) - GI-bleeding
• K11_LIVER (11) - Diseases of liver
• K11_OTHDIG (11) - Diseases of the digestive system
• K11_OTHDISDIG (11) - Other diseases of the digestive system
• K11_STOMATITIS (11) - Stomatitis and related lesions
• K11_UC_NOCD (11) - Ulcerative colitis (strict definition, all Crohn cases excluded)
• K11_VENTHER (11) - Ventral hernia
• KRA_PSY_SCHIZODEL (5) - Schizophrenia or delusion
• KRA_PSY_SUBSTANCE (5) - Substance abuse
• L12_ABSCESS_CUT (12) - Cutaneous abscess, furuncle and carbuncle
• L12_CELLULITIS (12) - Cellulitis
• L12_DERMATITISNAS (12) - Dermatitis
• L12_DERM_NAS (12) - Other and unspecified dermatitis
• L12_INFECT_SKIN (12) - Infections of the skin and subcutaneous tissue
• L12_INFECT_SKIN_NAS (12) - Other and unspecified local infections of skin and subcutaneous tissue
• L12_PSORI_ARTHRO (12) - Arthropathic psoriasis
• L12_SKIN_SUBCUTAN (12) - Diseases of the skin and subcutaneous tissue
• L12_ULCERLOWLIMB (12) - Ulcer of lower limb, not elsewhere classified
• M13_MUSCLEDISNAS (13) - Other specified disorders of muscle
• M13_MYALGIA (13) - Myalgia
• M13_PSORIARTH (13) - Psoriatic arthropathies
• M13_SOFTTISSUENAS (13) - Other specified/unspecified soft tissue disorders
• M13_SPINSTENOSIS (13) - Spinal stenosis
• N14_CHRONKIDNEYDIS_WIDE (14) - All chronic kidney diseases
• N14_ENDOMETRIOSIS_DEEP (14) - Deep endometriosis
• N14_OTHNONINFCERVIX (14) - Other noninflammatory disorders of cervix uteri
• N14_POSTMENATRVAG (14) - Postmenopausal atrophic vaginitis
• N14_RENALTUB (14) - Renal tubulo-interstitial diseases
• N14_RENFAILNAS (14) - Unspecified kidney failure
• N14_URINOTH (14) - Other diseases of urinary system
• O15_LABOUR_OTHER (15) - Other complications of labour and delivery, not elsewhere classified
• O15_MEMBR_PREMAT_RUPT (15) - Premature rupture of membranes
• O15_PREG_GU_INFECT (15) - Infections of genitourinary tract in pregnancy
• PHLEB_VENAE_ILIAC_EXTER (9) - !Phlebitis/thrombophlebitis venae iliacae [externae/internae/communis], drug-induced
• PSOR_ARTHR_OTH (13) - Other psoriatic arthropathies
• R18_ABNORMALITI_BREAT (10) - Abnormalities of breathing
• R18_ABNORMALITI_GAIT_MOBIL (13) - Abnormalities of gait and mobility
• R18_ABNORMALITI_HEART_BEAT (9) - Abnormalities of heart beat
• R18_ABNORMAL_BLOOD_P_READI_WO_DIAGNOSIS (9) - Abnormal blood-pressure reading, without diagnosis
• R18_ABNORMAL_FINDI_EXAMI_URINE_WO_DIAGNOSIS (14) - Abnormal findings on examination of urine, without diagnosis
• R18_ABNORMAL_INVOLU_MOVEM (13) - Abnormal involuntary movements
• R18_ASCITES (11) - Ascites
• R18_DISTU_SKIN_SENSA (12) - Disturbances of skin sensation
• R18_DIZZI_GIDDI (5) - Dizziness and giddiness
• R18_DYSPNOEA (10) - Dyspnoea
• R18_ELEVATED_BLOOD_GLUCOSE_LEVEL (3) - Elevated blood glucose level
• R18_HAEMORRHAGE_RESPI_PASSA (10) - Haemorrhage from respiratory passages
• R18_LOCALIZED_SWELL_MASS_LUMP_SKIN_SUBCU_TISSUE (12) - Localized swelling, mass and lump of skin and subcutaneous tissue
• R18_OTHER_SYMPTOMS_SIGNS_INVOLVI_COGNITIVE_FUNCTIONS_AWARE (5) - Other symptoms and signs involving cognitive functions and awareness
• R18_OTHER_SYMPTOMS_SIGNS_INVOLVI_NERVOUS_MUSCULOS_SYSTEMS (13) - Other symptoms and signs involving the nervous and musculoskeletal systems
• R18_PAIN_THROAT_CHEST (10) - Pain in throat and chest
• R18_RASH_OTHER_NONSPECIFIC_SKIN_ERUPT (12) - Rash and other nonspecific skin eruption
• R18_SPEECH_DISTU_NOT_ELSEW_CLASSIFIED (5) - Speech disturbances, not elsewhere classified
• R18_SYMPTOMS_SIGNS_INVOLVI_CIRCULATO_RESPI_SYSTEMS (9) - Symptoms and signs involving the circulatory and respiratory systems
• R18_SYMPTOMS_SIGNS_INVOLVI_COGNITION_PERCEP_EMOTIONAL_STATE_BEHVI (5) - Symptoms and signs involving cognition, perception, emotional state and behaviour
• R18_SYMPTOMS_SIGNS_INVOLVI_NERVOUS_MUSCULOS_SYSTEMS (13) - Symptoms and signs involving the nervous and musculoskeletal systems
• R18_SYMPTOMS_SIGNS_INVOLVI_SKIN_SUBCU_TISSUE (12) - Symptoms and signs involving the skin and subcutaneous tissue
• R18_SYMPTOMS_SIGNS_INVOLVI_SPEECH_VOICE (5) - Symptoms and signs involving speech and voice
• SPONDYLOARTHRITIS (13) - Spondyloarthritis
• ULCERNAS (11) - Ulcerative colitis, NAS