Cluster_11

Root: Disease Comorbidity Analysis - Baseline

Cluster name: Cluster_11

Comorbidity (Logistic regression)

Sample size: 212751
Cases: 130168
Controls: 82583

Number of disease except for 0 (Ordinary regression)

Sample size: 148879

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

• AB1_BACT_BIR_OTHER_INF_AGENTS (1) - Bacterial, viral and other infectious agents
• AB1_BACT_INTEST_OTH (1) - Other bacterial intestinal infections
• AB1_CANDIDIASIS (1) - Candidiasis
• AB1_GASTROENTERITIS_NOS (1) - Diarrhoea and gastroenteritis of presumed infectious origin
• AB1_INFECT_PARASIT (1) - Certain infectious and parasitic diseases
• AB1_INTESTINAL_INFECTIONS (1) - Intestinal infectious diseases
• AB1_MYCOSES (1) - Mycoses
• AB1_OTHER_BACTERIAL (1) - Other bacterial diseases
• AB1_OTHER_BACT_INOTHER (1) - Other bacterial agents as the cause of diseases classified to other chapters
• AB1_OTHER_SEPSIS (1) - Other septicaemia
• AB1_OTHER_VIRAL (1) - Other viral diseases
• AB1_SEPSIS_BACT_EXPL (1) - Explicit bacterial Sepsis
• 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_FUNGAL_IMPL (1) - Implicit fungal Sepsis
• AB1_SEPSIS_IMPLICIT (1) - Implicit Sepsis
• AB1_SEPSIS_VIRAL_IMPL (1) - Implicit viral Sepsis
• AB1_STREPTO_SEPSIS (1) - Streptococcal septicaemia
• AB1_VIRAL_NOS (1) - Other viral diseases, not elsewhere classified
• AB1_VIRAL_OTHER_INTEST_INFECTIONS (1) - Viral and other specified intestinal infections
• AB1_VIRAL_SKIN_MUCOUS_MEMBRANE (1) - Viral infections characterized by skin and mucous membrane lesions
• AB1_VIRAL_WARTS (1) - Viral warts
• C3_BILIARY_TRACT (2) - Malignant neoplasm of other and unspecified parts of biliary tract
• C3_COLON (2) - Malignant neoplasm of colon
• C3_DIGESTIVE_ORGANS_NAS (2) - Malignant neoplasm of other and ill-defined digestive organs
• C3_LYMPHNODES_SECONDARY_NAS (2) - Secondary and unspecified malignant neoplasm of lymph nodes
• C3_OESOPHAGUS (2) - Malignant neoplasm of oesophagus
• C3_OROPHARYNX (2) - Malignant neoplasm of oropharynx
• C3_PANCREAS (2) - Malignant neoplasm of pancreas
• C3_RETROPERITONEUM_PERITONEUM (2) - Malignant neoplasm of retroperitoneum and peritoneum
• CAMPYLOENTERITIS (1) - Campylobacter enteritis
• CD2_BENIGN_ADRENAL (2) - Benign neoplasm: Adrenal gland
• CD2_BENIGN_LIPO_SKIN_LIMBS (2) - Benign lipomatous neoplasm of skin and subcutaneous tissue of limbs
• CD2_NEOPLASM (2) - Neoplasms
• CHRONNAS (11) - Crohn's disease NAS
• CHRONOTH (11) - Other Crohn's disease
• CHRONSMALL (11) - Crohn's disease of small intestine
• COLITCOLLAG (11) - Collagenous colitis
• COLITNONINFNAS (11) - Noninfectious colitis NAS
• COPD_EARLY (10) - Early onset COPD
• D3_BLOODNAS (3) - Other and unspecified diseases of blood and blood-forming organs
• DM_BCKGRND_RETINA (7) - Background diabetic retinopathy
• DM_HYPOGLYC (4) - Diabetic hypoglycemia
• DM_KETOACIDOSIS (4) - Diabetic ketoacidosis
• DM_KIDNEYFAIL (4) - Diabetes, kidney failure
• DM_NEPHROPATHY (14) - Diabetic nephropathy
• DM_NEUROPATHY (4) - Diabetic neuropathy
• DM_OTHER_WIDE (4) - Other diabetes, wide definition
• DM_PERIPHATHERO (9) - Peripheral atherosclerosis
• DUODENAL_ULCER_UNSPE_ACUTE_CHRONIC_WO_HAEMORRHAGE_PERFORATION (11) - Duodenal ulcer - Unspecified as acute or chronic, without haemorrhage or perforation, drug-induced
• E4_ACIDOSIS (4) - Acidosis
• E4_ADRENAL (4) - Other disorders of adrenal gland
• E4_ALKALOSIS (4) - Alkalosis
• E4_CORTICOTROPIN_DEFICIENCY (4) - Corticotropin deficiency
• E4_DM1 (4) - Type 1 diabetes
• E4_DM1NOCOMP (4) - Type 1 diabetes without complications
• E4_DM2 (4) - Type 2 diabetes
• E4_DM2KETO (4) - Type 2 diabetes with ketoacidosis
• E4_DM2NEU (4) - Type 2 diabetes with neurological complications
• E4_DM2NOCOMP (4) - Type 2 diabetes without complications
• E4_DM2OPTH (4) - Type 2 diabetes with ophthalmic complications
• E4_DM2PERIPH (4) - Type 2 diabetes with peripheral circulatory complications
• E4_DM2REN (4) - Type 2 diabetes with renal complications
• E4_DMNASNOCOMP (4) - Unspecified diabetes without complications
• E4_ENDOGLAND (4) - Disorders of other endocrine glands
• E4_FLUIDELECTRONAS (4) - Other disorders of electrolyte and fluid balance, not elsewhere classified
• E4_GLUCOPANCREAS (4) - Other disorders of glucose regulation and pancreatic internal secretion
• E4_HYPERCALCEMIA (4) - Hypercalcemia
• E4_HYPERKALAEMIA (4) - Hyperkalaemia
• E4_HYPEROSMHNAT (4) - Hyperosmolality and hypernatraemia
• E4_HYPOGLYC (4) - Hypoglycaemia, other or unspecified
• E4_HYPOKALAEMIA (4) - Hypokalaemia
• E4_IRON_MET (4) - Disorders of iron metabolism
• E4_MALNUTRITION (4) - Malnutrition
• E4_METABO (4) - Other metabolic disorders
• E4_MG_MET (4) - Disorders of magnesium metabolism
• E4_MINERAL_MET (4) - Disorders of mineral metabolism
• E4_PCOS_BROAD_EXCLUSIONS (4) - Exclusions for E4_PCOS_BROAD
• E4_PHOS_MET (4) - Disorders of phosphorus metabolism and phosphatases
• E4_PROTMALNAS (4) - Unspecified protein-energy malnutrition
• E4_VIT_D_DEF (4) - Vitamin D deficiency
• E4_VOLUME (4) - Volume depletion
• F5_SCHIZO (5) - Schizophrenia, schizotypal and delusional disorders
• F5_VASCDEM (5) - Vascular dementia
• FIBROLIV (11) - Fibrosis of liver
• G6_ALS (6) - Motor neuron disease
• G6_CERCYST (6) - Cerebral cysts
• G6_DIABETNEUR (6) - Diabetic neuropathy
• G6_DYSTON (6) - Dystonia
• G6_ENCEPATH (6) - Encephalopathy
• G6_EPIPAROX (6) - Episodal and paroxysmal disorders
• G6_MYONEU (6) - Diseases of the myoneural junction and muscle
• G6_NEUINFL (6) - Inflammatory diseases of the central nervous system
• G6_NEURO (6) - Neurological diseases
• G6_NEUROOTH (6) - Other disorders of nervous system
• G6_OTHNEU (6) - Other neurological diseases
• G6_PARDIPLE (6) - Paraplegia, diplegia of upper limbs
• G6_POLYNEU (6) - Polyneuropathies and other disorders of the peripheral nervous system
• G6_POLYOTHUNS (6) - Other and unspecified polyneuropathies, also in other diseases
• G6_SLEEPAPNO (6) - Sleep apnoea
• G6_SLEEPDISOTH (6) - Other sleep disorders
• G6_ULLNLE (6) - Lesion of ulnar nerve
• H7_BLINDMONOCULAR (7) - Blindness, monocular
• H7_CATARACTOTHER (7) - Other cataract
• H7_CATARACTSENILE (7) - Senile cataract
• H7_DIPLOPIA (7) - Diplopia
• H7_EYELIDDIS (7) - Other disorders of eyelid
• H7_EYELIDFUNC (7) - Other disorders affecting eyelid function
• H7_EYELIDINFLAMMATION (7) - Other inflammation of eyelid
• H7_EYELIDNAS (7) - Other specified and unspecified disorders of eyelid
• H7_EYE_ADNEXA (7) - Diseases of the eye and adnexa
• H7_LACRIMALSYSTEM (7) - Disorders of lacrimal system
• H7_LENS (7) - Disorders of lens
• H7_LIDLACRIMALORBIT (7) - Disorders of eyelid, lacrimal system and orbit
• H7_OCUPAIN (7) - Ocular pain
• H7_OPTICDISCOTH (7) - Other disorders of optic disc
• H7_OPTNERVE (7) - Disorders of optic nerve and visual pathways
• H7_OPTNEUROTH (7) - Other disorders of optic [2nd] nerve and visual pathways
• H7_OTHIRISCILIARY (7) - Other disorders of iris and ciliary body
• H7_VISDISTNAS (7) - Other and unspecified visual disturbances
• H8_HL_NAS (8) - Other specified/unspecified hearing loss
• H8_HL_PRESBY (8) - Presbycusis
• H8_OTHEREAR (8) - Other disorders of ear
• HYPOTE_DRUGS (9) - Hypotension due to drugs
• I9_ARTEMBTHRLOW (9) - Arterial embolism and thrombosis of lower extremity artery
• 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_CERATHER (9) - Cerebral atherosclerosis
• I9_CEREBVASC (9) - Cerebrovascular diseases
• I9_CVD (9) - Cardiovascular diseases
• I9_DOAAC (9) - Diseases of arteries, arterioles and capillaries
• I9_HYPTENS (9) - Hypertension
• I9_HYPTENSESS (9) - Hypertension, essential
• I9_PAD (9) - Peripheral artery disease
• I9_THROMBOTH (9) - Other embolism and thrombosis
• I9_VASCINT (9) - Vascular diseases of the intestine
• IBD_BACT_INTEST_INFECTIONS (1) - Bacterial intestinal infections, IBD co-morbidities
• J10_ACUTELOWERNAS (10) - Unspecified acute lower respiratory infection
• J10_ARDS (10) - Adult respiratory distress syndrome
• J10_BRONCH (10) - Bronchitis, not specified as acute or chronic
• J10_BRONCHITIS (10) - Acute bronchitis
• J10_BRONCHNAS (10) - Unspecified chronic bronchitis
• J10_CHRONSINUSITIS (10) - Chronic sinusitis
• J10_COLD (10) - Acute nasopharyngitis (common cold)
• J10_EMPHYSEMA (10) - Emphysema
• J10_INFLUPNEU (10) - Influenza and pneumonia
• J10_LOWCHRON (10) - Chronic lower respiratory diseases
• J10_LOWERINF (10) - Other acute lower respiratory infections
• J10_NECROTIC (10) - Suppurative and necrotic conditions of lower respiratory tract
• J10_PLEURA (10) - Other diseases of pleura
• J10_PLEUROTH (10) - Other pleural conditions
• J10_PNEUMONAS (10) - Pneumonia, organism unspecified
• J10_PNEUMOTHORAX (10) - Pneumothorax
• J10_PYOTHORAX (10) - Pyothorax
• J10_RESPDISOTH (10) - Other respiratory disorders and diseases
• J10_RESPIRATORY (10) - Diseases of the respiratory system
• JOINTPAIN (13) - Pain in joint
• K11_ADHE (11) - Intestinal adhesions without obstruction
• K11_BILIAOTH (11) - Other diseases of biliary tract
• K11_CD_NOUC (11) - Crohn disease (strict definition, all UC cases excluded)
• K11_CHOLANGI (11) - Cholangitis (primary sclerosing, PSC)
• K11_CHRONGASTR (11) - Chronic gastritis
• K11_DISORD_TEETH (11) - Other disorders of teeth and supporting structures
• K11_DULC (11) - Duodenal ulcer
• K11_ENERCOLNONINF (11) - Noninfective enteritis and colitis
• K11_GASTRODUOULC (11) - Gastroduodenal ulcer
• K11_GINGIVA (11) - Other disorders of gingiva or/and edentulous alveolar ridge
• K11_GULC (11) - Gastric ulcer
• K11_IMPACT (11) - Impaction of intestines
• K11_LIP_ORAL_MUCOSA (11) - Other diseases of lip and oral mucosa
• K11_ORAL (11) - Diseases of oral cavity, salivary glands and jaws
• K11_ORAL_LEUCOPLACIA (11) - Oral leukoplakia
• K11_ORAL_LICHEN_PLANUS (11) - Oral lichen planus
• K11_OTHABDHER (11) - Other and unspecified abdominal hernia
• K11_OTHENTERCOL (11) - Other noninfective gastroenteritis and colitis
• K11_OTHFUNC (11) - Other functional intestinal disorders
• K11_OTHINFLIV (11) - Other inflammatory liver diseases
• K11_PARODON_PERIAPIC_CHRONIC (11) - Chronic apical periodontitis
• K11_PERITONITIS (11) - Acute peritonitis
• K11_POSTOPDIS (11) - Postprocedural disorders of digestive system, not elsewhere classified
• K11_STOMATITIS (11) - Stomatitis and related lesions
• K11_UC_NOCD (11) - Ulcerative colitis (strict definition, all Crohn cases excluded)
• K11_VASCINT (11) - Vascular disorders of the intestines
• K11_VENTHER (11) - Ventral hernia
• KRA_PSY_SCHIZODEL (5) - Schizophrenia or delusion
• KRA_PSY_SUBSTANCE (5) - Substance abuse
• L12_ATROPHICSKIN (12) - Atrophic disorders of skin
• L12_CHRONICULCEROFSKIN (12) - Chronic ulcer of skin, not elsewhere classified
• L12_HYPERTROPHICNAS (12) - Other and unspecified hypertrophic disorders of skin
• L12_HYPERTROPHICSKIN (12) - Hypertrophic disorders of skin
• L12_LICHENPLANUS (12) - Lichen planus
• L12_PAPULOSQUAMOUS (12) - Papulosquamous disorders
• L12_PRURITUS (12) - Pruritus
• L12_PSORIASIS (12) - Psoriasis
• L12_PSORI_NAS (12) - Other and unspecified psoriasis
• L12_SCARCONDITIONS (12) - Scar conditions and fibrosis of skin
• M13_BONEDISNAS (13) - Other specified/unspecified disorders of bone/cartilage
• M13_CERVICALGIA (13) - Cervicalgia
• M13_DEFORMDORSO (13) - Deforming dorsopathies
• M13_DISCITIS (13) - Discitis, unspecified
• M13_ENTESOPATHYLOW (13) - Enthesopathies of lower limb, excluding foot
• M13_FLATFOOT (13) - Flat foot [pes planus] (acquired)
• M13_JOINTOTH (13) - Other specific joint derangements/joint disorders
• M13_LIMBPAIN (13) - Pain in limb
• M13_MUSCLE (13) - Disorders of muscles
• M13_MUSCLEDISNAS (13) - Other specified disorders of muscle
• M13_MUSCULOSKELEOTH (13) - Other disorders of the musculoskeletal system and connective tissue
• M13_NEURALGIA (13) - Neuralgia and neuritis, unspecified
• M13_OTHCONN (13) - Other systemic involvement of connective tissue
• M13_OTHERBONE (13) - Other disorders of bone
• M13_POSTOPMUSCULOSKE (13) - Postprocedural musculoskeletal disorders, not elsewhere classified
• M13_RHEUMA (13) - Rheumatoid arthritis
• M13_SHOULDERNAS (13) - Other shoulder lesions
• M13_SOFTTISSUEOTH (13) - Other soft tissue disorders, not elsewhere classified
• M13_SPINSTENOSIS (13) - Spinal stenosis
• M13_SPONDYLOPATHINOTH (13) - Spondylopathies in diseases classified elsewhere
• M13_TROCHANTERICBURSITIS (13) - Trochanteric bursitis
• M13_VERTEBCOLLAPSE (13) - Collapsed vertebra, not elsewhere classified
• N14_ACUTERENFAIL (14) - Acute renal failure
• N14_GLOMEINOTH (14) - Glomerular disorders in diseases classified elsewhere
• N14_PYELONEPHR (14) - Acute tubulo-interstitial nephritis
• N14_URETHRALSTRICT (14) - Urethral stricture
• OTHER_CHRONIC_CYSTIT (14) - Other chronic cystitis, drug-induced
• R18_ABNORMALITI_BREAT (10) - Abnormalities of breathing
• R18_ABNORMALITY_WHITE_BLOOD_CELLS_NOT_ELSEW_CLASSIFIED (3) - Abnormality of white blood cells, not elsewhere classified
• R18_ABNORMAL_FINDI_BRONCHIAL_WASHI_NASAL_SECRE_PLEURAL_FLUID_SPUTUM_THROAT_SCRAP (10) - Abnormal findings in bronchial washings nasal secretions pleural fluid sputum throat scrapings
• R18_ABNORMAL_FINDI_DIAGNOST_IMAGI_LUNG (10) - Abnormal findings on diagnostic imaging of lung
• R18_ABNORMAL_INVOLU_MOVEM (13) - Abnormal involuntary movements
• R18_ABNORMAL_SERUM_ENZYME_LEVELS (3) - Abnormal serum enzyme levels
• R18_CARDIAC_MURMU_OTHER_CARDIAC_SOUNDS (9) - Cardiac murmurs and other cardiac sounds
• R18_COUGH (10) - Cough
• R18_CRAMP_SPASM (13) - Cramp and spasm
• R18_DIZZI_GIDDI (5) - Dizziness and giddiness
• R18_DYSPNOEA (10) - Dyspnoea
• R18_OTHER_SYMPTOMS_SIGNS_INVOLVI_CIRCULATO_RESPI_SYSTEMS (10) - Other symptoms and signs involving the circulatory and respiratory systems
• R18_OTHER_SYMPTOMS_SIGNS_INVOLVI_DIGES_SYSTEM_ABDOMEN (11) - Other symptoms and signs involving the digestive system and abdomen
• R18_RASH_OTHER_NONSPECIFIC_SKIN_ERUPT (12) - Rash and other nonspecific skin eruption
• 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_DIGES_SYSTEM_ABDOMEN (11) - Symptoms and signs involving the digestive system and abdomen
• R18_SYMPTOMS_SIGNS_INVOLVI_EMOTIONAL_STATE (5) - Symptoms and signs involving emotional state
• R18_SYMPTOMS_SIGNS_INVOLVI_SKIN_SUBCU_TISSUE (12) - Symptoms and signs involving the skin and subcutaneous tissue
• RHEUMA_NOS (13) - Other/unspecified rheumatoid arthritis
• RHEUMA_OTHER_WIDE (13) - Other (seronegative) rheumatoid arthritis, wide
• RHEUMA_SERONEG (13) - Seronegative rheumatoid arthritis
• SFN (6) - Small fibre neuropathy
• ULCERNAS (11) - Ulcerative colitis, NAS
• VD_U (5) - Vascular dementia (undefined)