Sex hormones, body mass index, and related comorbidities associated with developing Sjögren's disease: a nested case-control study.
Sara S McCoyScott HetzelJeffrey J VanWormerChristie M BartelsPublished in: Clinical rheumatology (2022)
We report a novel algorithm to improve identifying patients at risk for SjD and describe sex hormone association with SjD. Finally, we report new comorbidities associated with SjD decrease, BMI and diabetes, and increase, lymphoma and osteoporosis.. Key Points •Given female predominance and typical perimenopausal onset, sex hormones should be considered when studying comorbidities in Sjögren's disease. •The top exposures associated with developing Sjögren's disease included fibromyalgia, osteoporosis, and use of hormone replacement therapy. Possible protective factors included prior diabetes and higher body mass index. •We used our newly identified exposures to generate a predictive algorithm, which has potential to improve diagnosis and pathogenic insights into Sjögren's disease.
Keyphrases
- body mass index
- replacement therapy
- type diabetes
- cardiovascular disease
- machine learning
- disease activity
- air pollution
- deep learning
- bone mineral density
- rheumatoid arthritis
- weight gain
- metabolic syndrome
- glycemic control
- body composition
- smoking cessation
- risk assessment
- skeletal muscle
- neural network
- prognostic factors
- peritoneal dialysis