| Literature DB >> 27418855 |
Anna Horváth1, Nóra Páll2, Katalin Molnár1, Tamás Kováts3, György Surján3, Tamás Vicsek4, Péter Pollner5.
Abstract
OBJECTIVE: Relapsing polychondritis (RP) is a rare autoimmune inflammatory disease that attacks mainly cartilaginous structures or causes serious damage in proteoglycan-rich structures (the eyes, heart, blood vessels, inner ear). This study shows results regarding the epidemiology, progression, and associations of this highly variable disease by collecting all cases from a 124-million-person-year Central European nationwide cohort.Entities:
Keywords: autoimmune comorbidity; cohort of Hungary; environmental factors; incidence rate; network representation; severity prevalence
Year: 2016 PMID: 27418855 PMCID: PMC4934462 DOI: 10.2147/CLEP.S91439
Source DB: PubMed Journal: Clin Epidemiol ISSN: 1179-1349 Impact factor: 4.790
Figure 1Network layout of most important lifetime comorbidities observed in Hungarian RP population.
Notes: Each point (node of the graph) represents a disease group indicated by labels. Points are connected with edges if diseases were diagnosed in the same patient between 2002 and 2013, regardless of time coincidence. The thickness of the edges indicates the number of affected patients, and transparency is higher for higher P-values. Only the most intensive, significant connections are represented. Note that RP is connected to each disease (this condition is part of the definition of the network), but these edges are very transparent. Size of the nodes is proportional to the number of patients affected in the disease group. Shape of the node indicates the type of the disease group: circle for three-character ICD10 code, triangle for ICD10 section or merged consecutive sections, and squares for ICD10 chapters. Chapter groups labeled by “Others from” count cases with disease groups not represented separately, for example, “Others from M00–M99” does not include M94.1. This visual representation of comorbidities provides a map-like overview of possible long-term consequences or preliminary indicators of RP.
Abbreviations: RP, relapsing polychondritis; ICD10, International Classification of Diseases 10th edition.
Figure 2Same-day-comorbidity network of the Hungarian RP population.
Notes: The network and the layout definition is the same as for the lifetime comorbidity network, except that edges connect diseases if they occurred in the same person on the same day.
Abbreviation: RP, relapsing polychondritis.
Lifetime comorbidities of the Hungarian population with RP
| ICD10 code | Name of disease | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | C00–D09 | Malignant neoplasms | 34 | 32 | 31 | 41 | 27 | 28 | 33 | 50 | 30 | 45 | 40 | 30 | 49 | 55 | 37 | 43 | 31 | 37 | 36 | |
| 2 | D10–D36 | Benign neoplasms, except benign neuroendocrine tumors | 20 | 28 | 45 | 76 | 43 | 58 | 53 | 71 | 54 | 77 | 69 | 53 | 64 | 84 | 52 | 53 | 45 | 66 | 54 | |
| 3 | D37–D48 | Neoplasms of uncertain behavior, polycythemia vera, and myelodysplastic syndromes | 17 | 27 | 31 | 22 | 24 | 27 | 38 | 23 | 31 | 31 | 21 | 36 | 44 | 29 | 30 | 30 | 26 | 28 | ||
| 4 | D50–D89 | Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism | 31 | 61 | 43 | 43 | 48 | 62 | 45 | 60 | 55 | 50 | 62 | 76 | 46 | 55 | 49 | 57 | 42 | |||
| 5 | E00–E69 | Endocrine, nutritional diseases | 16 | 50 | 64 | 74 | 79 | 93 | 62 | 94 | 84 | 66 | 88 | 115 | 68 | 72 | 59 | 91 | 59 | |||
| 6 | E70–E90 | Metabolic disorders | 72 | 88 | 65 | 5.2 | 54 | 56 | 70 | 42 | 65 | 65 | 50 | 70 | 88 | 55 | 58 | 44 | 58 | 42 | ||
| 7 | F00–F99 | Mental, behavioral, and neurodevelopmental disorders | 29 | 22 | 71 | 80 | 75 | 82 | 53 | 80 | 71 | 58 | 75 | 93 | 60 | 56 | 47 | 67 | 48 | |||
| 8 | G00–G99 | Diseases of the nervous system | 62 | 97 | 52 | 23 | 79 | 61 | 86 | 81 | 54 | 83 | 98 | 68 | 62 | 56 | 70 | 51 | ||||
| 9 | H00–H59* | Diseases of the eye and adnexa (except H10–H13 and H52) | 37 | 5 | 8.4 | 76 | 115 | 98 | 72 | 96 | 124 | 81 | 82 | 68 | 91 | 72 | ||||||
| 10 | H10–H13 | Disorders of conjunctiva | 56 | 7.6 | 83 | 10 | 26 | 82 | 48 | 82 | 71 | 62 | 67 | 84 | 52 | 52 | 45 | 61 | 46 | |||
| 11 | H52 | Disorders of refraction and accommodation | 45 | 15 | 33 | 82 | 8.4 | 49 | 33 | 105 | 79 | 99 | 129 | 76 | 79 | 67 | 87 | 72 | ||||
| 12 | H60–H95* | Diseases of the ear and mastoid process (except H61) | 39 | 8.8 | 64 | 35 | 25 | 80 | 90 | 113 | 67 | 71 | 66 | 87 | 66 | |||||||
| 13 | H61 | Other disorders of external ear | 73 | 25 | 53 | 8.4 | 10 | 49 | 9.2 | 63 | 84 | 50 | 57 | 45 | 69 | 46 | ||||||
| 14 | I00–I99* | Diseases of the circulatory system (except I10, I20–I25, I30–I52, I70–I79) | 80 | 65 | 120 | 77 | 83 | 67 | 73 | 65 | ||||||||||||
| 15 | I10 | Essential (primary) hypertension | 75 | 7.6 | 15 | 8 | 30 | 98 | 98 | 80 | 107 | 87 | ||||||||||
| 16 | I20–I25 | Ischemic heart diseases | 21 | 5.7 | 5.1 | 28 | 72 | 52 | 65 | 57 | ||||||||||||
| 17 | I30–I52 | Other forms of heart disease | 68 | 7.2 | 75 | 37 | 15 | 7.6 | 6.7 | 59 | 70 | 52 | ||||||||||
| 18 | I70–I79 | Diseases of arteries, arterioles, and capillaries | 14 | 80 | 16 | 12 | 98 | 36 | 28 | 56 | 53 | 50 | ||||||||||
| 19 | J30–J39 | Other diseases of upper respiratory tract | 83 | 20 | 36 | 7.4 | 20 | 62 | 15 | 39 | 82 | 28 | 8.2 | 5.5 | 6 | 83 | 67 | |||||
| 20 | J40–J47 | Chronic lower respiratory diseases | 25 | 44 | 58 | 82 | 50 | 48 | 8.6 | 71 | 5.3 | 20 | ||||||||||
| 21 | K00–K93 | Diseases of the digestive system (except K20–K31) | 13 | 12 | 8.4 | 5.9 | 12 | 7.9 | 14 | 26 | 23 | |||||||||||
| 22 | K20–K31 | Diseases of esophagus, stomach, and duodenum | 6 | 7.7 | 11 | 39 | 52 | 8.9 | ||||||||||||||
| 23 | L00–L99* | Diseases of the skin and subcutaneous tissue (except L20–L30, L80–L99) | 99 | 8.2 | 47 | 29 | 84 | 74 | 26 | 14 | 5.9 | 69 | 99 | 95 | 24 | 57 | 19 | 11 | 6.5 | |||
| 24 | L20–L30 | Dermatitis and eczema | 34 | 88 | 9.4 | 12 | 7.9 | 27 | 30 | 43 | 21 | 41 | 14 | 60 | 49 | 25 | 24 | |||||
| 25 | L80–L99 | Other disorders of the skin and subcutaneous tissue | 11 | 70 | 57 | 35 | 24 | 9.8 | 56 | 33 | ||||||||||||
| 26 | M00–M99* | Diseases of the musculoskeletal system and connective tissue (except M15–M25, M47, M51, M54, M70–M79, M81, M94) | 37 | 16 | 75 | 10 | 17 | 28 | 19 | 9.1 | 78 | 17 | 13 | 41 | 5.1 | 13 | 14 | 13 | 57 | 19 | ||
| 27 | M15–M19 | Osteoarthritis | 41 | 46 | 67 | 70 | 9.5 | 88 | 18 | 84 | ||||||||||||
| 28 | M20–M25 | Other joint disorders | 31 | 30 | 15 | 6.9 | 13 | 8.2 | 79 | 31 | 48 | 8.2 | 16 | 97 | ||||||||
| 29 | M47 | Spondylosis | 66 | 38 | 98 | 23 | 54 | 12 | 16 | 55 | 24 | 75 | 5.3 | 43 | 28 | 82 | 25 | |||||
| 30 | M51 | Thoracic, thoracolumbar, and lumbosacral intervertebral disc disorders | 62 | 84 | 56 | 67 | 21 | 85 | 73 | 11 | 54 | 9.7 | 23 | 60 | 56 | 12 | ||||||
| 31 | M54 | Dorsalgia | 53 | 11 | 5.1 | 35 | 18 | 15 | 32 | 12 | 17 | 9 | 24 | 11 | ||||||||
| 32 | M70–M79* | Other soft tissue disorders | 53 | 62 | 80 | 68 | 9.5 | 28 | 33 | 71 | 56 | 27 | 8.5 | 67 | 89 | 74 | 99 | 42 | ||||
| 33 | M79 | Other and unspecified soft tissue disorders, not elsewhere classified | 30 | 19 | 91 | 67 | 37 | 17 | 23 | 45 | 64 | 37 | 76 | 11 | 6.9 | 62 | 73 | 38 | 80 | 32 | 69 | |
| 34 | M81 | Osteoporosis without current pathological fracture | 80 | 25 | 53 | 17 | 34 | 13 | 13 | 29 | 5.5 | 53 | ||||||||||
| 35 | M94 | Relapsing polychondritis | ||||||||||||||||||||
| 36 | N00–N99 | Diseases of the genitourinary system | 5.4 | 6.8 | 50 | 6.1 | 33 | 95 | ||||||||||||||
| 37 | R00–R99* | Symptoms, signs, and abnormal clinical and laboratory findings, not elsewhere classified (except R00–R09, R10, R50–R69) | 12 | 6.1 | 7.3 | |||||||||||||||||
| 38 | R00–R09 | Symptoms and signs involving the circulatory and respiratory systems | 5.8 | 94 | 31 | 16 | 23 | 54 | 55 | 7.4 | 24 | 5.6 | ||||||||||
| 39 | R10 | Abdominal and pelvic pain | 72 | 43 | 31 | 26 | 5.7 | 39 | 6.4 | 68 | 15 | 15 | 6.2 | 11 | 49 | 72 | 34 | |||||
| 40 | R50–R69 | General symptoms and signs | 15 | 7.9 | 75 | 13 | 6.5 | 29 | 61 | 9.5 | 41 | 19 | 6.9 | 34 | ||||||||
|
| ||||||||||||||||||||||
|
| ||||||||||||||||||||||
| 1 | C00–D09 | Malignant neoplasms | 48 | 38 | 31 | 34 | 34 | 54 | 42 | 37 | 44 | 36 | 37 | 27 | 29 | 28 | 64 | 56 | 50 | 43 | 32 | 40 |
| 2 | D10–D36 | Benign neoplasms, except benign neuroendocrine tumors | 82 | 61 | 59 | 61 | 50 | 91 | 69 | 65 | 75 | 66 | 65 | 51 | 48 | 53 | 108 | 91 | 78 | 67 | 70 | 66 |
| 3 | D37–D48 | Neoplasms of uncertain behavior, polycythemia vera, and myelodysplastic syndromes | 39 | 32 | 27 | 25 | 22 | 44 | 30 | 30 | 34 | 28 | 34 | 24 | 20 | 21 | 51 | 42 | 37 | 28 | 29 | 29 |
| 4 | D50–D89 | Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism | 66 | 49 | 52 | 49 | 45 | 82 | 56 | 52 | 55 | 39 | 52 | 42 | 34 | 48 | 89 | 77 | 66 | 57 | 50 | 63 |
| 5 | E00–E69 | Endocrine, nutritional diseases | 102 | 77 | 68 | 80 | 62 | 119 | 93 | 76 | 90 | 73 | 77 | 69 | 56 | 70 | 132 | 117 | 101 | 87 | 80 | 87 |
| 6 | E70–E90 | Metabolic disorders | 70 | 51 | 55 | 51 | 49 | 85 | 68 | 57 | 68 | 52 | 59 | 49 | 45 | 51 | 94 | 80 | 74 | 60 | 53 | 66 |
| 7 | F00–F99 | Mental, behavioral, and neurodevelopmental disorders | 83 | 65 | 55 | 62 | 49 | 104 | 78 | 76 | 87 | 76 | 80 | 64 | 51 | 57 | 115 | 99 | 84 | 73 | 67 | 69 |
| 8 | G00–G99 | Diseases of the nervous system | 85 | 66 | 54 | 59 | 50 | 108 | 86 | 68 | 87 | 71 | 74 | 56 | 50 | 55 | 114 | 98 | 86 | 67 | 71 | 76 |
| 9 | H00–H59* | Diseases of the eye and adnexa (except H10–H13 and H52) | 108 | 81 | 75 | 74 | 67 | 132 | 100 | 82 | 102 | 83 | 89 | 70 | 61 | 79 | 146 | 123 | 107 | 86 | 79 | 87 |
| 10 | H10–H13 | Disorders of conjunctiva | 75 | 58 | 55 | 52 | 46 | 90 | 73 | 60 | 70 | 54 | 61 | 54 | 39 | 59 | 102 | 92 | 73 | 61 | 60 | 60 |
| 11 | H52 | Disorders of refraction and accommodation | 112 | 79 | 82 | 79 | 75 | 139 | 112 | 89 | 112 | 96 | 94 | 78 | 65 | 85 | 155 | 134 | 111 | 88 | 79 | 87 |
| 12 | H60–H95* | Diseases of the ear and mastoid process (except H61) | 98 | 67 | 67 | 68 | 63 | 122 | 89 | 82 | 94 | 80 | 83 | 60 | 55 | 70 | 135 | 115 | 92 | 77 | 82 | 86 |
| 13 | H61 | Other disorders of external ear | 76 | 52 | 62 | 59 | 49 | 94 | 65 | 56 | 71 | 55 | 61 | 50 | 36 | 53 | 105 | 94 | 74 | 66 | 60 | 64 |
| 14 | I00–I99* | Diseases of the circulatory system (except I10, I20–I25, I30–I52, I70–I79) | 105 | 77 | 66 | 71 | 67 | 124 | 97 | 75 | 98 | 79 | 80 | 66 | 61 | 67 | 136 | 116 | 98 | 82 | 76 | 84 |
| 15 | I10 | Essential (primary) hypertension | 129 | 90 | 87 | 93 | 83 | 160 | 118 | 96 | 125 | 98 | 102 | 87 | 73 | 96 | 179 | 149 | 125 | 111 | 99 | 101 |
| 16 | I20–I25 | Ischemic heart diseases | 79 | 60 | 45 | 51 | 50 | 93 | 74 | 60 | 77 | 61 | 62 | 48 | 42 | 55 | 102 | 88 | 78 | 65 | 59 | 61 |
| 17 | I30–I52 | Other forms of heart disease | 85 | 64 | 56 | 56 | 53 | 101 | 80 | 68 | 71 | 55 | 65 | 51 | 41 | 54 | 111 | 94 | 82 | 69 | 55 | 69 |
| 18 | I70–I79 | Diseases of arteries, arterioles, and capillaries | 68 | 56 | 51 | 50 | 53 | 90 | 68 | 55 | 67 | 49 | 64 | 42 | 37 | 50 | 95 | 78 | 75 | 57 | 48 | 59 |
| 19 | J30–J39 | Other diseases of upper respiratory tract | 101 | 71 | 70 | 76 | 56 | 117 | 86 | 81 | 87 | 73 | 78 | 60 | 49 | 67 | 132 | 111 | 91 | 88 | 76 | 82 |
| 20 | J40–J47 | Chronic lower respiratory diseases | 71 | 60 | 55 | 52 | 44 | 90 | 60 | 52 | 70 | 59 | 62 | 42 | 41 | 47 | 99 | 78 | 69 | 62 | 55 | 58 |
| 21 | K00–K93 | Diseases of the digestive system (except K20–K31) | 92 | 83 | 83 | 73 | 137 | 105 | 89 | 112 | 93 | 95 | 73 | 66 | 73 | 157 | 135 | 109 | 95 | 95 | 101 | |
| 22 | K20–K31 | Diseases of esophagus, stomach, and duodenum | 52 | 61 | 53 | 101 | 79 | 68 | 79 | 65 | 73 | 56 | 45 | 58 | 110 | 101 | 89 | 75 | 76 | 69 | ||
| 23 | L00–L99* | Diseases of the skin and subcutaneous tissue (except L20–L30, L80–L99) | 5.6 | 72 | 75 | 63 | 100 | 67 | 61 | 73 | 63 | 60 | 52 | 48 | 50 | 113 | 96 | 78 | 68 | 62 | 70 | |
| 24 | L20–L30 | Dermatitis and eczema | 61 | 96 | 69 | 67 | 75 | 66 | 64 | 58 | 43 | 51 | 112 | 99 | 80 | 73 | 63 | 66 | ||||
| 25 | L80–L99 | Other disorders of the skin and subcutaneous tissue | 86 | 67 | 58 | 64 | 52 | 56 | 46 | 45 | 52 | 95 | 86 | 71 | 62 | 52 | 65 | |||||
| 26 | M00–M99* | Diseases of the musculoskeletal system and connective tissue (except M15–M25, M47, M51, M54, M70–M79, M81, M94) | 85 | 6.7 | 67 | 41 | 26 | 136 | 112 | 145 | 118 | 119 | 100 | 86 | 101 | 204 | 163 | 136 | 114 | 110 | 117 | |
| 27 | M15–M19 | Osteoarthritis | 53 | 94 | 91 | 115 | 96 | 97 | 79 | 64 | 82 | 143 | 124 | 102 | 85 | 80 | 85 | |||||
| 28 | M20–M25 | Other joint disorders | 5.8 | 63 | 85 | 71 | 78 | 71 | 59 | 67 | 122 | 112 | 91 | 78 | 75 | 75 | ||||||
| 29 | M47 | Spondylosis | 11 | 55 | 89 | 82 | 29 | 110 | 109 | 86 | 76 | 84 | 155 | 126 | 103 | 92 | 91 | 87 | ||||
| 30 | M51 | Thoracic, thoracolumbar, and lumbosacral intervertebral disc disorders | 12 | 53 | 12 | 78 | 15 | 98 | 65 | 61 | 65 | 125 | 102 | 84 | 74 | 74 | 72 | |||||
| 31 | M54 | Dorsalgia | 68 | 44 | 26 | 70 | 60 | 70 | 127 | 112 | 96 | 79 | 77 | 80 | ||||||||
| 32 | M70–M79* | Other soft tissue disorders | 66 | 12 | 88 | 6.4 | 46 | 59 | 58 | 106 | 96 | 75 | 65 | 61 | 67 | |||||||
| 33 | M79 | Other and unspecified soft tissue disorders, not elsewhere classified | 34 | 77 | 44 | 65 | 5.5 | 7 | 5.8 | 51 | 93 | 77 | 65 | 52 | 53 | 58 | ||||||
| 34 | M81 | Osteoporosis without current pathological fracture | 105 | 89 | 76 | 68 | 60 | 64 | ||||||||||||||
| 35 | M94 | Relapsing polychondritis | 184 | 147 | 129 | 121 | 128 | |||||||||||||||
| 36 | N00–N99 | Diseases of the genitourinary system | 36 | 22 | 29 | 24 | 5.2 | 130 | 107 | 108 | 113 | |||||||||||
| 37 | R00–R99* | Symptoms, signs, and abnormal clinical and laboratory findings, not elsewhere classified (except R00–R09, R10, R50–R69) | 6.9 | 13 | 16 | 8.1 | 0 | 83 | 95 | |||||||||||||
| 38 | R00–R09 | Symptoms and signs involving the circulatory and respiratory systems | 15 | 67 | 12 | 8.5 | 21 | 9.6 | 89 | 9.9 | 96 | 74 | 80 | |||||||||
| 39 | R10 | Abdominal and pelvic pain | 38 | 20 | 48 | 11 | 12 | 12 | 21 | 15 | 7.1 | 6.5 | 79 | |||||||||
| 40 | R50–R69 | General symptoms and signs | 24 | 5.3 | 8.2 | 61 | 38 | 6.4 | 9.5 | |||||||||||||
Notes: Above the diagonal are the numbers of patients affected by the disease pair of the appropriate row and column between 2002 and 2013. Time coincidence for the disease pair is not necessary. Pairwise P-values (P×100) below the diagonal, P<0.05, shown in bold. For RP, the P-values are left empty because of the definition of the population. For example, the cell in the row indicated by “1” and in the column indicated by “7” shows that we found 28 patients with both malignant neoplasms (serial number “1”) diagnosed anytime during the 12-year follow-up and mental, behavioral, and neurodevelopmental disorders (serial number “7”) diagnosed anytime during the 12-year follow-up. For compactness, column headings contain only the serial numbers of the disease groups from the first column. The * indicates disease groups, from where some of the diseases are subtracted to list them separately. For example, from the ICD10 section H60–H95, one disease (H61) is listed separately due to high prevalence; therefore, the prevalence values for H60–H95* group do not count cases of H61 but only cases with any other disease with ICD10 code between H60 and H95.
Abbreviations: RP, relapsing polychondritis; ICD10, International Classification of Diseases 10th edition.
Same day comorbidities of the Hungarian population with RP
| ICD10 code | Disease name | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | 11 | 12 | 13 | 14 | 15 | 16 | 17 | 18 | 19 | 20 | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1 | C00–D09 | Malignant neoplasms | 6 | 9 | 16 | 10 | 4 | 4 | 4 | 5 | NA | 3 | 3 | 2 | 9 | 20 | 13 | 12 | 9 | 4 | 11 | |
| 2 | D10–D36 | Benign neoplasms, except benign neuroendocrine tumors | 2 | 3 | 4 | 1 | 6 | 5 | 5 | 2 | 2 | 7 | 4 | 9 | 7 | 1 | 1 | 4 | 3 | 2 | ||
| 3 | D37–D48 | Neoplasms of uncertain behavior, polycythemia vera, and myelodysplastic syndromes | 8.9 | 81 | 8 | 6 | 1 | 3 | 3 | 3 | NA | NA | 1 | 1 | 1 | 9 | 4 | 4 | 4 | 2 | 5 | |
| 4 | D50–D89 | Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism | 22 | 21 | 15 | 9 | 11 | 9 | 2 | 4 | 5 | 7 | 20 | 34 | 19 | 17 | 14 | 6 | 16 | |||
| 5 | E00–E69 | Endocrine, nutritional diseases | 12 | 78 | 36 | 25 | 22 | 27 | 10 | 20 | 14 | 9 | 36 | 63 | 27 | 33 | 26 | 16 | 22 | |||
| 6 | E70–E90 | Metabolic disorders | 88 | 71 | 21 | 23 | 9 | 2 | 2 | 7 | 5 | 29 | 54 | 27 | 26 | 19 | 4 | 16 | ||||
| 7 | F00–F99 | Mental, behavioral, and neurodevelopmental disorders | 38 | 14 | 3 | 7 | 18 | 1 | 25 | 39 | 19 | 10 | 10 | 5 | 14 | |||||||
| 8 | G00–G99 | Diseases of the nervous system | 31 | 6.8 | 61 | 34 | 40 | 18 | 4 | 6 | 20 | 4 | 37 | 44 | 23 | 13 | 16 | 9 | 12 | |||
| 9 | H00–H59* | Diseases of the eye and adnexa (except H10–H13 and H52) | 7.6 | 39 | 87 | 13 | 11 | 18 | 41 | 12 | 12 | 11 | 15 | 12 | ||||||||
| 10 | H10–H13 | Disorders of conjunctiva | NA | 21 | NA | 5.7 | 10 | 33 | 6 | 5 | 3 | 12 | 2 | 3 | 6 | 8 | 6 | |||||
| 11 | H52 | Disorders of refraction and accommodation | NA | 11 | 6 | 8 | 28 | 2 | 3 | 5 | 9 | 6 | ||||||||||
| 12 | H60–H95* | Diseases of the ear and mastoid process (except H61) | 24 | 8.7 | 6.3 | 33 | 30 | 12 | 42 | 14 | 24 | 7 | 1 | 9 | 22 | 10 | ||||||
| 13 | H61 | Other disorders of external ear | 30 | 22 | 73 | 74 | 9.3 | 5 | 12 | 4 | 4 | 4 | 21 | 4 | ||||||||
| 14 | I00–I99* | Diseases of the circulatory system (except I10, I20–I25, I30–I52, I70–I79) | 24 | 7 | 88 | 87 | 58 | 31 | 31 | 24 | 9 | 18 | ||||||||||
| 15 | I10 | Essential (primary) hypertension | 5.2 | 27 | 5.2 | 33 | 5 | 65 | 52 | 35 | 13 | 38 | ||||||||||
| 16 | I20–I25 | Ischemic heart diseases | 93 | 44 | 20 | 7 | 27 | |||||||||||||||
| 17 | I30–I52 | Other forms of heart disease | 96 | 11 | 32 | 34 | 20 | 20 | 10 | 22 | ||||||||||||
| 18 | I70–I79 | Diseases of arteries, arterioles, and capillaries | 16 | 64 | 11 | 4 | 16 | |||||||||||||||
| 19 | J30–J39 | Other diseases of upper respiratory tract | 11 | 34 | ||||||||||||||||||
| 20 | J40–J47 | Chronic lower respiratory diseases | 7.1 | 49 | 19 | 88 | 15 | |||||||||||||||
| 21 | K00–K93 | Diseases of the digestive system (except K20–K31) | 9.7 | 70 | 11 | 30 | 30 | |||||||||||||||
| 22 | K20–K31 | Diseases of esophagus, stomach, and duodenum | 93 | 70 | 6.8 | 36 | 8.3 | 12 | ||||||||||||||
| 23 | L00–L99* | Diseases of the skin and subcutaneous tissue (except L20–L30, L80–L99) | 17 | 35 | 57 | 10 | 8.9 | 26 | 97 | 10 | 42 | 17 | 47 | 29 | ||||||||
| 24 | L20–L30 | Dermatitis and eczema | 54 | 14 | 86 | 61 | 79 | 90 | 50 | 44 | 31 | 42 | 70 | 5.4 | ||||||||
| 25 | L80–L99 | Other disorders of the skin and subcutaneous tissue | 45 | 37 | 37 | 89 | NA | 17 | 15 | 15 | 73 | 48 | ||||||||||
| 26 | M00–M99* | Diseases of the musculoskeletal system and connective tissue (except M15–M25, M47, M51, M54, M70–M79, M81, M94) | 34 | 70 | 37 | 31 | 50 | |||||||||||||||
| 27 | M15–M19 | Osteoarthritis | 10 | 70 | 61 | 44 | 28 | |||||||||||||||
| 28 | M20–M25 | Other joint disorders | 18 | NA | 6.8 | 47 | 48 | 63 | 23 | 81 | 11 | |||||||||||
| 29 | M47 | Spondylosis | 6.1 | 91 | ||||||||||||||||||
| 30 | M51 | Thoracic, thoracolumbar, and lumbosacral intervertebral disc disorders | 21 | |||||||||||||||||||
| 31 | M54 | Dorsalgia | 11 | 5.9 | NA | |||||||||||||||||
| 32 | M70–M79* | Other soft tissue disorders | 5.6 | |||||||||||||||||||
| 33 | M79 | Other and unspecified soft tissue disorders, not elsewhere classified | 5.5 | 22 | 13 | 16 | 11 | 29 | NA | NA | 12 | 87 | 6.8 | 9.7 | ||||||||
| 34 | M81 | Osteoporosis without current pathological fracture | NA | 29 | 69 | 14 | 44 | 9.8 | 20 | |||||||||||||
| 35 | M94 | Relapsing polychondritis | 6.3 | 83 | ||||||||||||||||||
| 36 | N00–N99 | Diseases of the genitourinary system | 97 | 52 | 76 | |||||||||||||||||
| 37 | R00–R99* | Symptoms, signs, and abnormal clinical and laboratory findings, not elsewhere classified (except R00–R09, R10, R50–R69) | 31 | 16 | 73 | 7.3 | ||||||||||||||||
| 38 | R00–R09 | Symptoms and signs involving the circulatory and respiratory systems | 33 | 11 | 36 | 19 | 11 | 68 | 35 | 23 | 19 | 99 | 40 | 22 | ||||||||
| 39 | R10 | Abdominal and pelvic pain | 8.5 | 70 | NA | 96 | 7.5 | 9 | NA | NA | 16 | 28 | 9.1 | 6 | ||||||||
| 40 | R50–R69 | General symptoms and signs | 67 | 18 | 34 | 55 | 30 | 49 | 58 | 77 | 6.4 | 65 | 12 | 29 | 88 | |||||||
|
| ||||||||||||||||||||||
|
| ||||||||||||||||||||||
| 1 | C00–D09 | Malignant neoplasms | 10 | 8 | 4 | 4 | 5 | 8 | 10 | 3 | 3 | 4 | 3 | 1 | 3 | 2 | 9 | 12 | 11 | 5 | 4 | 8 |
| 2 | D10–D36 | Benign neoplasms, except benign neuroendocrine tumors | 6 | 7 | 13 | 13 | 20 | 14 | 4 | 6 | 5 | 2 | 4 | 4 | 1 | 2 | 8 | 15 | 5 | 1 | 3 | 3 |
| 3 | D37–D48 | Neoplasms of uncertain behavior, polycythemia vera, and myelodysplastic syndromes | 5 | 6 | 2 | 2 | 3 | 9 | 3 | NA | 3 | 3 | 2 | 2 | 1 | NA | 9 | 11 | 6 | 1 | NA | 2 |
| 4 | D50–D89 | Diseases of the blood and blood-forming organs and certain disorders involving the immune mechanism | 20 | 17 | 6 | 5 | 8 | 30 | 10 | 2 | 8 | 6 | 2 | 2 | 4 | 5 | 25 | 27 | 14 | 11 | 5 | 11 |
| 5 | E00–E69 | Endocrine, nutritional diseases | 33 | 23 | 8 | 13 | 13 | 47 | 29 | 12 | 24 | 28 | 20 | 8 | 10 | 16 | 37 | 34 | 20 | 17 | 6 | 19 |
| 6 | E70–E90 | Metabolic disorders | 27 | 13 | 5 | 3 | 8 | 34 | 7 | 5 | 20 | 17 | 9 | 5 | 7 | 11 | 23 | 21 | 14 | 14 | 7 | 10 |
| 7 | F00–F99 | Mental, behavioral, and neurodevelopmental disorders | 17 | 20 | 6 | 5 | 6 | 42 | 20 | 9 | 28 | 39 | 19 | 13 | 10 | 12 | 24 | 29 | 19 | 9 | 6 | 20 |
| 8 | G00–G99 | Diseases of the nervous system | 12 | 13 | 6 | 2 | 8 | 41 | 23 | 11 | 35 | 36 | 25 | 10 | 10 | 11 | 25 | 19 | 24 | 6 | 4 | 16 |
| 9 | H00–H59* | Diseases of the eye and adnexa (except H10–H13 and H52) | 19 | 9 | 10 | 10 | 6 | 36 | 10 | 8 | 13 | 16 | 5 | 6 | 3 | 14 | 27 | 8 | 8 | 7 | 1 | 14 |
| 10 | H10–H13 | Disorders of conjunctiva | 5 | 3 | 3 | 5 | NA | 12 | 3 | 1 | 5 | 4 | NA | 5 | NA | 5 | 11 | 3 | 3 | 2 | NA | 4 |
| 11 | H52 | Disorders of refraction and accommodation | 3 | 4 | 4 | 3 | 1 | 23 | 7 | 3 | 8 | 15 | 5 | 2 | NA | 7 | 12 | 3 | 8 | 4 | 1 | 9 |
| 12 | H60–H95* | Diseases of the ear and mastoid process (except H61) | 12 | 4 | 8 | 6 | 5 | 23 | 12 | 5 | 16 | 10 | 7 | 4 | 6 | 6 | 22 | 19 | 23 | 4 | NA | 13 |
| 13 | H61 | Other disorders of external ear | 6 | 5 | 4 | 5 | 6 | 17 | 4 | 2 | 5 | 3 | 1 | 2 | 2 | 5 | 14 | 5 | 7 | 5 | 2 | 7 |
| 14 | I00–I99* | Diseases of the circulatory system (except I10, I20–I25, I30–I52, I70–I79) | 37 | 12 | 7 | 8 | 14 | 39 | 16 | 10 | 22 | 21 | 9 | 4 | 8 | 16 | 21 | 30 | 27 | 13 | 9 | 12 |
| 15 | I10 | Essential (primary) hypertension | 45 | 34 | 13 | 14 | 20 | 75 | 34 | 15 | 49 | 33 | 30 | 10 | 15 | 13 | 58 | 49 | 41 | 39 | 18 | 31 |
| 16 | I20–I25 | Ischemic heart diseases | 25 | 15 | 3 | 4 | 8 | 31 | 15 | 8 | 26 | 17 | 11 | 4 | 8 | 7 | 17 | 21 | 18 | 17 | 3 | 8 |
| 17 | I30–I52 | Other forms of heart disease | 25 | 13 | 3 | 4 | 7 | 31 | 9 | 3 | 14 | 8 | 5 | 5 | 6 | 5 | 27 | 22 | 19 | 16 | 1 | 7 |
| 18 | I70–I79 | Diseases of arteries, arterioles, and capillaries | 13 | 9 | 7 | 4 | 7 | 29 | 13 | 5 | 15 | 15 | 7 | 2 | 4 | 4 | 24 | 12 | 18 | 7 | 1 | 7 |
| 19 | J30–J39 | Other diseases of upper respiratory tract | 9 | 14 | 9 | 9 | 2 | 24 | 8 | 3 | 11 | 9 | 8 | 5 | 1 | 5 | 20 | 13 | 10 | 17 | 2 | 14 |
| 20 | J40–J47 | Chronic lower respiratory diseases | 13 | 23 | 5 | 8 | 6 | 28 | 11 | 6 | 15 | 17 | 9 | 6 | 6 | 7 | 22 | 19 | 18 | 24 | 2 | 13 |
| 21 | K00–K93 | Diseases of the digestive system (except K20–K31) | 37 | 5 | 9 | 9 | 41 | 12 | 3 | 19 | 19 | 10 | 2 | 4 | 12 | 26 | 37 | 26 | 7 | 27 | 17 | |
| 22 | K20–K31 | Diseases of esophagus, stomach, and duodenum | 4 | 5 | 8 | 36 | 13 | 5 | 19 | 19 | 9 | 7 | 4 | 7 | 23 | 22 | 16 | 14 | 11 | 12 | ||
| 23 | L00–L99* | Diseases of the skin and subcutaneous tissue (except L20–L30, L80–L99) | 88 | 20 | 17 | 18 | 6 | 3 | 7 | 7 | 7 | 3 | 4 | 4 | 13 | 10 | 4 | 2 | 3 | 11 | ||
| 24 | L20–L30 | Dermatitis and eczema | 29 | 92 | 20 | 12 | 4 | NA | 3 | 5 | 2 | NA | 2 | 1 | 14 | 7 | 6 | 5 | 1 | 6 | ||
| 25 | L80–L99 | Other disorders of the skin and subcutaneous tissue | 18 | 70 | 19 | 3 | NA | 7 | 6 | 1 | 4 | 2 | 4 | 13 | 14 | 3 | 7 | 2 | 8 | |||
| 26 | M00–M99* | Diseases of the musculoskeletal system and connective tissue (except M15–M25, M47, M51, M54, M70–M79, M81, M94) | 84 | 52 | 96 | 79 | 62 | 54 | 38 | 46 | 93 | 42 | 36 | 19 | 9 | 25 | ||||||
| 27 | M15–M19 | Osteoarthritis | 5.2 | 70 | 44 | 72 | 55 | 49 | 38 | 21 | 32 | 27 | 15 | 15 | 5 | 2 | 13 | |||||
| 28 | M20–M25 | Other joint disorders | 47 | NA | NA | 28 | 25 | 22 | 32 | 12 | 8 | 14 | 10 | 7 | 2 | 2 | 5 | |||||
| 29 | M47 | Spondylosis | 80 | 65 | 38 | 34 | 30 | 29 | 26 | 21 | 11 | 5 | 12 | |||||||||
| 30 | M51 | Thoracic, thoracolumbar, and lumbosacral intervertebral disc disorders | 64 | 31 | 29 | 20 | 36 | 20 | 12 | 8 | 4 | 10 | ||||||||||
| 31 | M54 | Dorsalgia | 12 | 22 | 20 | 16 | 17 | 21 | 6 | 5 | 2 | 5 | ||||||||||
| 32 | M70–M79* | Other soft tissue disorders | 17 | NA | 43 | 18 | 11 | 13 | 9 | 7 | 4 | 2 | 1 | |||||||||
| 33 | M79 | Other and unspecified soft tissue disorders, not elsewhere classified | 17 | 65 | 8 | 7 | 7 | 5 | 5 | 2 | 1 | |||||||||||
| 34 | M81 | Osteoporosis without current pathological fracture | 60 | 28 | 20 | 15 | 10 | 5 | 1 | 2 | ||||||||||||
| 35 | M94 | Relapsing polychondritis | 21 | 27 | 80 | 36 | 32 | 24 | 11 | 4 | 16 | |||||||||||
| 36 | N00–N99 | Diseases of the genitourinary system | 70 | 17 | 39 | 10 | 25 | 21 | ||||||||||||||
| 37 | R00–R99* | Symptoms, signs, and abnormal clinical and laboratory findings, not elsewhere classified (except R00–R09, R10, R50–R69) | 97 | 13 | 23 | 7 | 17 | 4.5 | 8 | 18 | ||||||||||||
| 38 | R00–R09 | Symptoms and signs involving the circulatory and respiratory systems | 12 | 15 | 82 | 25 | 43 | 44 | 21 | 72 | 10 | 4 | 8 | |||||||||
| 39 | R10 | Abdominal and pelvic pain | 39 | 11 | 32 | 16 | 26 | 98 | 7 | |||||||||||||
| 40 | R50–R69 | General symptoms and signs | 52 | 62 | 36 | 17 | 9.9 | 17 | 45 | |||||||||||||
Notes: Above the diagonal are the numbers of patients affected by the disease pair of the appropriate row and column between 2002 and 2013. Time coincidence for the disease pair is necessary. Pairwise P-values (P×100) below the diagonal, P<0.05, shown in bold. For RP, the P-values are left empty because of the definition of the population. For example, the cell in the row indicated by “1” and in the column indicated by “7” shows that we found four patients with both malignant neoplasms (serial number “1”) and mental, behavioral, and neurodevelopmental disorders (serial number “7”) diagnosed on the same day during the 12-year follow-up. For compactness, column headings contain only the serial numbers of the disease groups from the first column. The * indicates disease groups, from where some of the diseases are subtracted to list them separately. For example, from the ICD10 section H60–H95, one disease (H61) is listed separately due to high prevalence; therefore, the prevalence values for H60–H95* group do not count cases of H61 but only cases with any other disease with ICD10 code between H60 and H95. NA denotes missing values for pairs that are not co-occurring.
Abbreviations: RP, relapsing polychondritis; ICD10, International Classification of Diseases 10th edition.
Figure 3Number of newly diagnosed patients for each year during the examined period.
Abbreviation: RP, relapsing polychondritis.
Figure 4Age structure diagram of patients diagnosed with ICD10 M94.1.
Notes: Both sexes are affected equally. RP appears most likely in the population aged 40–60 years. The inset shows the standardized age structure.
Abbreviations: RP, relapsing polychondritis; ICD10, International Classification of Diseases 10th edition.
Figure 5Distribution of number of patients according to drug consumption.
Abbreviation: NSAID, nonsteroid anti-inflammatory drug.
Main descriptive measures for the severity levels: main central measures for the age distribution and for the distribution of treatment days, and sex ratio in different severity levels
| Extremely mild | Mild | Moderate | Severe | |
|---|---|---|---|---|
| Males | 37% | 41% | 44% | 75% |
| Females | 63% | 59% | 56% | 25% |
| Average age (years) | 55.7 | 58 | 51.1 | 55 |
| Standard deviation of age (years) | 15 | 12 | 14 | 18 |
| Daynum average | 1 | 15 | 32 | 41 |
| Daynum standard deviation | 4 | 22 | 35 | 19 |
| Min (daynum) | 0 | 0 | 1 | 15 |
| Q25 (daynum) | 0 | 1 | 8 | 36 |
| Q50 (daynum) | 0 | 7 | 16 | 44 |
| Q75 (daynum) | 1 | 13 | 49 | 48 |
| Max (daynum) | 20 | 91 | 128 | 61 |
Abbreviations: Daynum, number of days of hospitalization; Min, minimum; Max, maximum.
Figure 6Box plot for number of days of hospitalization versus disease progression levels.
Notes: The progression level was identified from drug consumption patterns. Number of days increases as the disease progresses to more severe levels.
Figure 7Regional distribution of incidence ratios.
Note: The high difference between the two neighboring southern regions (Southern Great Plain and Southern Transdanubia) hints for possible environmental triggering effects.
Abbreviation: RP, relapsing polychondritis.
Figure 8Residence of patients with RP.
Notes: (A) the prevalence region is located by the place of residence of the patient. (B) shows the sunlight exposure and (C) the arsenic content of drinking water. B is reproduced with permission from the Hungarian Meteorological Service (HMS). Hungary sunlight, sunshine duration and cloud cover conditions. Available from: http://met.hu/eghajlat/magyarorszag_eghajlata/altalanos_eghajlati_jellemzes/sugarzas/.37 C is reproduced with permission from National Public Health Service. [Drinking Water Quality, 2012] Ivóvíz minőség, 2012. Available from: https://www.antsz.hu/data/cms52115/Ivovizminoseg_2012_honlapra_20140404.pdf.38
Abbreviation: RP, relapsing polychondritis.
List of ICD10 codes of diseases
| ICD10 | Disease |
|---|---|
| I10 | Hypertonia |
| M47 | Spondylosis |
| H52 | Disorders of refraction and accommodation |
| M54 | Back pain |
| M51 | Other intervertebral disc disorders |
| E07 | Thyroid dysfunction |
| E11 | Type 2 diabetes |
| C00–D09 | Malignant cancer |
| M35 | Sjögren syndrome |
| M05–M06 | Rheumatoid arthritis |
| M32 | Systemic lupus erythematosis |
| E05 | Thyrotoxicosis |
| H20 | Iridocyclitis |
| L40 | Psoriasis |
| J01–J22 | Respiratory infections (sinusitis, rhinitis, bronchitis, influenza, pneumonia) |
| B30 | Common infectious conjunctivitis |
| M16 | Coxarthrosis |
| L30 | Dermatitis |
| I25 | Ischemic heart disease |
| E78 | Lipoprotein disorders |
| F30–F39 | Depression |
| F41 | Anxiety problems |
| A00–B99 | Certain infectious and parasitic diseases |
| S00–T88 | Injury, poisoning and certain other consequences of external causes |