TY - JOUR
T1 - Influence of the age at diagnosis in the disease expression of primary Sjögren syndrome. Analysis of 12,753 patients from the Sjögren Big Data Consortium
AU - Retamozo, Soledad
AU - Acar-Denizli, Nihan
AU - Horváth, Ildiko Fanny
AU - Ng, Wan-Fai
AU - Rasmussen, Astrid
AU - Dong, Xu
AU - Li, Xiaomei
AU - Baldini, Chiara
AU - Olsson, Peter
AU - Priori, Roberta
AU - Seror, Raphaèle
AU - Gottenberg, Jacques-Eric
AU - Kruize, Aike A
AU - Hernandez-Molina, Gabriela
AU - Vissink, Arjan
AU - Sandhya, Pulukool
AU - Armagan, Berkan
AU - Quartuccio, Luca
AU - Sebastian, Agata
AU - Praprotnik, Sonja
AU - Bartoloni, Elena
AU - Kwok, Seung-Ki
AU - Kvarnstrom, Marika
AU - Rischmueller, Maureen
AU - Soláns-Laqué, Roser
AU - Sene, Damien
AU - Pasoto, Sandra G
AU - Suzuki, Yasunori
AU - Isenberg, David A
AU - Valim, Valeria
AU - Nordmark, Gunnel
AU - Nakamura, Hideki
AU - Fernandes Moça Trevisani, Virginia
AU - Hofauer, Benedikt
AU - Sisó-Almirall, Antoni
AU - Giacomelli, Roberto
AU - Devauchelle-Pensec, Valerie
AU - Bombardieri, Michele
AU - Atzeni, Fabiola
AU - Hammenfors, Daniel
AU - Maure, Brenda
AU - Carsons, Steven E
AU - Gheita, Tamer
AU - Sánchez-Berná, Isabel
AU - López-Dupla, Miguel
AU - Morel, Jacques
AU - Inanç, Nevsun
AU - Fonseca-Aizpuru, Eva
AU - Morcillo, César
AU - Hinrichs, Anneline
PY - 2021/12/18
Y1 - 2021/12/18
N2 - OBJECTIVES: To analyse how the main components of the disease phenotype (sicca symptoms, diagnostic tests, immunological markers and systemic disease) can be driven by the age at diagnosis of primary Sjögren's syndrome (pSS).METHODS: By January 2021, the participant centres had included 12,753 patients from 25 countries that fulfilled the 2002/2016 classification criteria for pSS. The age at diagnosis was defined as the time when the attending physician confirmed fulfilment of the criteria. Patients were clustered according to age at diagnosis. 50 clusters with more than 100 observations (from 27 to 76 years) were used to study the influence of the age at diagnosis in the disease expression.RESULTS: There was a consistent increase in the frequency of oral dryness according to the age at diagnosis, with a frequency of <90% in patients diagnosed at the youngest ages and >95% in those diagnosed at the oldest ages. The smooth curves that best fitted a linear model were the frequency of dry mouth (adjusted R2 0.87) and the frequency of abnormal oral tests (adjusted R2 0.72). Therefore, for each 1-year increase in the age at diagnosis, the frequency of dry mouth increased by 0.13%, and the frequency of abnormal oral diagnostic tests by 0.11%. There was a consistent year-by-year decrease in the frequency of all autoantibodies and immunological markers except for cryoglobulins. According to the linear models, for each 1-year increase in the age at diagnosis, the frequency of a positive result decreased by 0.57% (for anti-Ro antibodies), 0.47% (for RF) and 0.42% (for anti-La antibodies). The ESSDAI domains which showed a more consistent decrease were glandular and lymph node involvement (for each 1-year increase in the age at diagnosis, the frequency of activity decreased by 0.18%), and constitutional, cutaneous, and haematological involvements (the frequency decreased by 0.09% for each 1-year increase). In contrast, other domains showed an ascending pattern, especially pulmonary involvement (for each 1-year increase in the age at diagnosis, the frequency of activity increased by 0.22%), and peripheral nerve involvement (the frequency increased by 0.09% for each 1-year increase).CONCLUSIONS: The influence of the age at diagnosis on the key phenotypic features of pSS is strong, and should be considered critical not only for designing a personalised diagnostic approach, but also to be carefully considered when analysing the results of diagnostic tests and immunological parameters, and when internal organ involvement is suspected at diagnosis.
AB - OBJECTIVES: To analyse how the main components of the disease phenotype (sicca symptoms, diagnostic tests, immunological markers and systemic disease) can be driven by the age at diagnosis of primary Sjögren's syndrome (pSS).METHODS: By January 2021, the participant centres had included 12,753 patients from 25 countries that fulfilled the 2002/2016 classification criteria for pSS. The age at diagnosis was defined as the time when the attending physician confirmed fulfilment of the criteria. Patients were clustered according to age at diagnosis. 50 clusters with more than 100 observations (from 27 to 76 years) were used to study the influence of the age at diagnosis in the disease expression.RESULTS: There was a consistent increase in the frequency of oral dryness according to the age at diagnosis, with a frequency of <90% in patients diagnosed at the youngest ages and >95% in those diagnosed at the oldest ages. The smooth curves that best fitted a linear model were the frequency of dry mouth (adjusted R2 0.87) and the frequency of abnormal oral tests (adjusted R2 0.72). Therefore, for each 1-year increase in the age at diagnosis, the frequency of dry mouth increased by 0.13%, and the frequency of abnormal oral diagnostic tests by 0.11%. There was a consistent year-by-year decrease in the frequency of all autoantibodies and immunological markers except for cryoglobulins. According to the linear models, for each 1-year increase in the age at diagnosis, the frequency of a positive result decreased by 0.57% (for anti-Ro antibodies), 0.47% (for RF) and 0.42% (for anti-La antibodies). The ESSDAI domains which showed a more consistent decrease were glandular and lymph node involvement (for each 1-year increase in the age at diagnosis, the frequency of activity decreased by 0.18%), and constitutional, cutaneous, and haematological involvements (the frequency decreased by 0.09% for each 1-year increase). In contrast, other domains showed an ascending pattern, especially pulmonary involvement (for each 1-year increase in the age at diagnosis, the frequency of activity increased by 0.22%), and peripheral nerve involvement (the frequency increased by 0.09% for each 1-year increase).CONCLUSIONS: The influence of the age at diagnosis on the key phenotypic features of pSS is strong, and should be considered critical not only for designing a personalised diagnostic approach, but also to be carefully considered when analysing the results of diagnostic tests and immunological parameters, and when internal organ involvement is suspected at diagnosis.
KW - Big Data
KW - Humans
KW - Sjogren's Syndrome/diagnosis
UR - https://pubmed.ncbi.nlm.nih.gov/34919044/
U2 - 10.55563/clinexprheumatol/egnd1i
DO - 10.55563/clinexprheumatol/egnd1i
M3 - Article
C2 - 34919044
SN - 0392-856X
VL - 39 Suppl 133
SP - 166
EP - 174
JO - Clinical and Experimental Rheumatology
JF - Clinical and Experimental Rheumatology
IS - 6
ER -