1
|
Zhao R, Dong C, Gu Z, Ding X, Li J. Development and validation of a nomogram for predicting fatigue in patients with primary Sjögren's syndrome. Clin Rheumatol 2024; 43:717-724. [PMID: 38153615 DOI: 10.1007/s10067-023-06853-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2023] [Revised: 11/28/2023] [Accepted: 12/17/2023] [Indexed: 12/29/2023]
Abstract
OBJECTIVE To develop and validate a nomogram to predict fatigue in patients with primary Sjögren's syndrome (pSS). METHODS In this cross-sectional study, 251 patients with SS from the Affiliated Hospital of Nantong University were recruited. The patients were randomly divided into two groups: training group (n = 167) and validation group (n = 84). In the training group, univariate analysis and multivariate Cox regression analysis were performed on sociodemographic factors, disease activity, anxiety/depression, clinical indicators, and so on. According to the risk factors of fatigue in SS patients, a nomograph was established. In the training group and validation group, the performance of the nomogram was verified by three forms: receiver operating characteristic curve, calibration curve, and decision curve analysis (DCA). RESULT The incidence of fatigue was 40.6%. EULAR Sjögren's Syndrome Disease Activity Index, EULAR SS patient reported index, and depression were independent risk factors of fatigue in SS patients. The C-index of nomogram was 0.8532 in training set and 0.7381 in verification set, respectively. As to the Hosmer-Lemeshow test, the P value of modeling patients is 0.996 in verification (P > 0.05). DCA further validated the clinical utility of this nomogram. CONCLUSION The nomogram constructed in this study can effectively predict the occurrence of fatigue in SS patients, which is helpful for clinical decision-making and subsequent intervention implementation. Key Points • Fatigue was widespread in patients with primary Sjögren's syndrome, and the incidence of fatigue was 40.6%. • Disease activity and depression were independent risk factors of fatigue in patients with Sjögren's syndrome. • This was the first comprehensive nomogram to predict fatigue for Sjögren's syndrome patients.
Collapse
Affiliation(s)
- Rui Zhao
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, China
- Department of Rheumatology, Affiliated Hospital of Nantong University, 20th Xisi Road, Nantong, 226001, China
| | - Chen Dong
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, China
- Medical College, Nantong University, 19th Qixiu Road, Nantong, 226001, China
| | - Zhifeng Gu
- Research Center of Clinical Medicine, Affiliated Hospital of Nantong University, Nantong, China
- Department of Rheumatology, Affiliated Hospital of Nantong University, 20th Xisi Road, Nantong, 226001, China
| | - Xiang Ding
- Department of Rheumatology, Affiliated Hospital of Nantong University, 20th Xisi Road, Nantong, 226001, China.
- Department of Nursing, Affiliated Hospital of Nantong University, Nantong, 226001, China.
| | - Jing Li
- Department of Rheumatology, Affiliated Hospital of Nantong University, 20th Xisi Road, Nantong, 226001, China.
| |
Collapse
|
2
|
Yamazaki S, Izawa K, Matsushita M, Moriichi A, Kishida D, Yoshifuji H, Yamaji K, Nishikomori R, Mori M, Miyamae T. Promoting awareness of terminology related to unmet medical needs in context of rheumatic diseases in Japan: a systematic review for evaluating unmet medical needs. Rheumatol Int 2023; 43:2021-2030. [PMID: 37597057 DOI: 10.1007/s00296-023-05425-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2023] [Accepted: 08/06/2023] [Indexed: 08/21/2023]
Abstract
To optimize patient prognosis, patient needs, including unmet needs, should be adequately assessed. However, such needs are more challenging to report and, consequently, more likely to go unmet compared with the needs reported by physicians. We aimed to determine the appropriate direction of future research on unmet medical needs in rheumatic diseases in Japan by conducting a literature review. We searched PubMed and Web of Science using 23 terms linked to unmet medical needs for major rheumatic diseases in Japan. Further, we collected articles on health-related quality of life and investigated the scales used for assessment, as well as whether the terms "unmet needs" or "unmet medical needs" were used. We identified 949 papers on 10 diseases, including systemic lupus erythematosus, systemic sclerosis, dermatomyositis, juvenile idiopathic arthritis, adult-onset Still's disease, antiphospholipid syndrome, mixed connective tissue disease, Takayasu arteritis, Sjögren's syndrome, and Behçet's disease; 25 of the 949 papers were selected for full-text review. Fifteen articles on five diseases were related to health-related quality of life. The term "unmet needs" was used in only one article. Six out of 15 studies used the 36-item short form survey, whereas the scales used in other studies differed. The optimal treatment plan determined by a physician may not necessarily align with the best interests of the patient. In clinical research, cross sectional and standardized indicators of health-related quality of life should be employed along with highly discretionary questionnaires to assess and optimize resource allocation in healthcare and simultaneously achieve patient-desired outcomes.
Collapse
Affiliation(s)
- Susumu Yamazaki
- Department of Pediatrics and Adolescent Medicine, Juntendo University Graduate School of Medicine, 2-1-1, Hongo, Bunkyo-ku, Tokyo, 113-8421, Japan.
| | - Kazushi Izawa
- Department of Pediatrics, Faculty of Medicine, Kyoto University, Kyoto, Japan
| | - Masakazu Matsushita
- Department of Internal Medicine and Rheumatology, Faculty of Medicine, Juntendo University, Tokyo, Japan
| | - Akinori Moriichi
- Division of Specific Pediatric Chronic Diseases, Research Institute, National Center for Child Health and Development, Tokyo, Japan
| | - Dai Kishida
- Department of Medicine (Neurology & Rheumatology), Shinshu University School of Medicine, Nagano, Japan
| | - Hajime Yoshifuji
- Department of Rheumatology and Clinical Immunology, Graduate School of Medicine, Kyoto University, Kyoto, Japan
| | - Ken Yamaji
- Department of Internal Medicine and Rheumatology, Faculty of Medicine, Juntendo University, Tokyo, Japan
| | - Ryuta Nishikomori
- Department of Pediatrics and Child Health, Kurume University School of Medicine, Fukuoka, Japan
| | - Masaaki Mori
- Department of Lifetime Clinical Immunology, Graduate School of Medical and Dental Sciences, Tokyo Medical and Dental University, Tokyo, Japan
| | - Takako Miyamae
- Pediatric Rheumatology, Institute of Rheumatology, Tokyo Women's Medical University School of Medicine, Nagano, Japan
| |
Collapse
|
3
|
Irwin MR, Straub RH, Smith MT. Heat of the night: sleep disturbance activates inflammatory mechanisms and induces pain in rheumatoid arthritis. Nat Rev Rheumatol 2023; 19:545-559. [PMID: 37488298 DOI: 10.1038/s41584-023-00997-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/29/2023] [Indexed: 07/26/2023]
Abstract
Sleep has a homeostatic role in the regulation of the immune system and serves to constrain activation of inflammatory signalling and expression of cellular inflammation. In patients with rheumatoid arthritis (RA), a misaligned inflammatory profile induces a dysregulation of sleep-wake activity, which leads to excessive inflammation and the induction of increased sensitivity to pain. Given that multiple biological mechanisms contribute to sleep disturbances (such as insomnia), and that the central nervous system communicates with the innate immune system via neuroendocrine and neural effector pathways, potential exists to develop prevention opportunities to mitigate the risk of insomnia in RA. Furthermore, understanding these risk mechanisms might inform additional insomnia treatment strategies directed towards steering and reducing the magnitude of the inflammatory response, which together could influence outcomes of pain and disease activity in RA.
Collapse
Affiliation(s)
- Michael R Irwin
- Department of Psychiatry and Behavioral Sciences, David Geffen School of Medicine, University of California, Los Angeles, Los Angeles, CA, USA.
- Cousins Center for Psychoneuroimmunology, UCLA Semel Institute for Neuroscience and Human Behaviour, Los Angeles, CA, USA.
| | - Rainer H Straub
- Laboratory of Experimental Rheumatology and Neuroendocrine Immunology, Department of Internal Medicine I, University Hospital, Regensburg, Germany
| | - Michael T Smith
- Department of Psychiatry and Behavioral Sciences, Johns Hopkins University, School of Medicine, Baltimore, MD, USA
| |
Collapse
|
4
|
Perella C, Steenackers M, Robbins B, Stone L, Gervais R, Schmidt T, Goswami P. Patient Experience of Sjögren's Disease and its Multifaceted Impact on Patients' Lives. Rheumatol Ther 2023; 10:601-614. [PMID: 36797434 PMCID: PMC10140221 DOI: 10.1007/s40744-023-00531-7] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/07/2022] [Accepted: 01/04/2023] [Indexed: 02/18/2023] Open
Abstract
INTRODUCTION The symptoms associated with Sjögren's disease (Sjögren's) are well-documented from the physician's perspective. However, from the patient's perspective, there is limited information on symptoms and their impact on health-related quality of life (HRQoL). This study aimed to provide an expanded understanding of patients' experience of Sjögren's and how symptoms impact HRQoL using a novel multi-method social media listening (SML) approach. METHODS A total of 26,950 social media posts with relevant content on Sjögren's posted by social media users from the USA, Canada, Australia, UK, France, Germany, Italy, Spain and China were analysed using an artificial intelligence natural language processing tool to explore patient conversations. Symptoms by level of impact on patients were characterised based on 'commonness' and 'bothersomeness'. Applied concept association analysis was used to assess relationships between symptom domains and impact domains. A qualitative framework was applied to explore words and phrases patients use to describe symptoms and their impacts. RESULTS Five of the identified symptom domains were very impactful: Pain; Dry Mouth and Throat; Fatigue, Energy and Sleep; Emotional Balance; and Dry Eye. The symptom domains Pain and Dry Mouth and Throat were the most common, while those of Emotional Balance and Fatigue, Energy and Sleep were the most bothersome. Symptom domains most closely associated with four HRQoL impact domains were Fatigue, Energy and Sleep, Dry Mouth and Throat and Dry Eye with Daily Functioning; Fatigue, Energy and Sleep with Financial Health; Emotional Balance with Psychological Wellbeing and Gynaecological Issues with Social Wellbeing. CONCLUSION The results of this SML study show that Sjögren's affects diverse aspects of patients' lives, with symptoms extending beyond dry eyes and mouth and impacting daily living and functioning. Because symptoms may affect patients differently, these results highlight the importance of measuring impact on HRQoL to assess patient outcomes and treatment options in routine clinical practice and clinical trials.
Collapse
Affiliation(s)
- Chiara Perella
- Novartis Pharma AG, Fabrikstrasse 2, 4056, Basel, Basel-Stadt, Switzerland
| | - Monia Steenackers
- Novartis Pharma AG, Fabrikstrasse 2, 4056, Basel, Basel-Stadt, Switzerland
| | - Brian Robbins
- Novartis Pharma AG, Fabrikstrasse 2, 4056, Basel, Basel-Stadt, Switzerland
| | - Linda Stone
- The British Sjögren's Syndrome Association, Birmingham, UK
| | | | | | - Pushpendra Goswami
- Novartis Pharma AG, Fabrikstrasse 2, 4056, Basel, Basel-Stadt, Switzerland.
| |
Collapse
|
5
|
Tcholakov B, Qasim H. The Relationship Between Sjogren's Syndrome and Sleep Disturbance: A Case Report. Cureus 2022; 14:e30321. [PMID: 36407133 PMCID: PMC9662757 DOI: 10.7759/cureus.30321] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/15/2022] [Indexed: 06/16/2023] Open
Abstract
Sjogren's syndrome is an autoimmune disorder characterized by the infiltration and disruption of exocrine glands by the host's immune cells. It is the third most common autoimmune syndrome after systemic lupus erythematosus (SLE) and rheumatoid arthritis (RA). This syndrome most commonly affects females. This disorder most typically presents as sicca symptoms, though plenty of other symptoms can exist. One of these other symptoms is the disturbance of sleep. The insomnia component of Sjogren's syndrome is the focus of this case report.
Collapse
Affiliation(s)
| | - Hodan Qasim
- Internal Medicine, Alfaisal University, Riyadh, SAU
| |
Collapse
|