Dataset Information

The use of patient-reported outcome measures to classify type 1 and 2 systemic lupus erythematosus activity.

ABSTRACT:

Objective

We developed a model that categorizes systemic lupus erythematosus (SLE) activity into two dimensions: Type 1 SLE consists of inflammatory activity, including arthritis, nephritis, and rashes; Type 2 SLE includes fatigue, myalgia, mood disturbance, and cognitive dysfunction. Patient-reported outcome (PRO) measures have received attention as a way to capture symptomatology of SLE. The objective of this study was to explore the use of existing PRO measures to classify Type 1 and 2 SLE activity.

Methods

Systemic lupus erythematosus patients completed three questionnaires: Systemic Lupus Activity Questionnaire (SLAQ), Polysymptomatic Distress Scale (PSD), and Patient Health Questionnaire (PHQ-2). SLE Disease Activity Index (SLEDAI) and physician global assessments (PGA; 0-3) for Type 1 and Type 2 activity were also recorded. High Type 1 SLE activity was defined as cSLEDAI ≥4 (scored without labs), SLEDAI ≥6, active nephritis, or Type 1 PGA ≥1.0. High Type 2 SLE activity was defined as Type 2 PGA ≥1.0. Patients with both high Type 1 and 2 activity were defined as Mixed SLE, and patients with low Type 1 and 2 activity were defined as Minimal SLE. Data were reduced with a factor analysis. Using a reduced set of 13 variables, multinomial logistic regression models estimated the probability of Minimal, Type 1, Type 2, and Mixed SLE classification.

Results

The study included 208 patients with SLE. The model accurately predicted the clinician-based Type 1 and 2 SLE classification in 63% of patients; 73% of patients had their Type 1 SLE activity accurately predicted; and 83% had their Type 2 SLE activity accurately predicted. Performance varied by group: 87% of Minimal patients were correctly predicted to be in the Minimal SLE group, yet only about one-third of patients in the Type 1 group were correctly predicted to be in the Type 1 group.

Conclusions

Our findings indicate Type 2 SLE activity can be identified by patient-reported data. The use of PROs was not as accurate at predicting Type 1 activity. These findings highlight the challenges of using PROs to categorize and classify SLE symptoms since some manifestations of Type 1 activity (e.g., nephritis) may be essentially clinically silent while other Type 1 manifestations may cause severe symptoms.

SUBMITTER: Eudy AM

PROVIDER: S-EPMC9348758 | biostudies-literature | 2022 May

REPOSITORIES: biostudies-literature

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Publications

The use of patient-reported outcome measures to classify type 1 and 2 systemic lupus erythematosus activity.

Eudy Amanda M AM Reeve Bryce B BB Coles Theresa T Lin Li L Rogers Jennifer L JL Pisetsky David S DS Criscione-Schreiber Lisa G LG Doss Jayanth J Sadun Rebecca R Sun Kai K Clowse Megan Eb ME

Lupus 20220328 6

<h4>Objective</h4>We developed a model that categorizes systemic lupus erythematosus (SLE) activity into two dimensions: Type 1 SLE consists of inflammatory activity, including arthritis, nephritis, and rashes; Type 2 SLE includes fatigue, myalgia, mood disturbance, and cognitive dysfunction. Patient-reported outcome (PRO) measures have received attention as a way to capture symptomatology of SLE. The objective of this study was to explore the use of existing PRO measures to classify Type 1 and ...[more]

PMID: 35343853

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Project description:BackgroundSystemic lupus erythematosus (SLE) may result in great impact on patients' quality of life, social relationships, and work productivity. The use of patient-reported outcome measures (PROMs) in routine care could help capture disease burden to guide SLE management and optimize disease control. We aimed to explore the current situation, appropriateness, and feasibility of PROMs to monitor patients with SLE in routine care, from healthcare professionals' and patients' perspectives.MethodsA scientific committee developed a Delphi questionnaire, based on a focus group with patients and a literature review, including 22 statements concerning: 1) Use of PROMs in routine care (n = 2); 2) PROMs in SLE management (n = 13); 3) Multidisciplinary management of patients with SLE (n = 4), and 4) Aspects on patient empowerment (n = 3). Statements included in Sects. 2-4 were assessed from three perspectives: current use, appropriateness, and feasibility (with currently available resources). For each statement, panellists specified their level of agreement using a 7-point Likert scale. A consensus was reached when ≥ 70% of the panellists agreed (6,7) or disagreed (1,2) on each statement.ResultsFifty-nine healthcare professionals and 16 patients with SLE participated in the Delphi-rounds. A consensus was reached on the value of PROMs to improve SLE management (83%) and the key role of healthcare professionals (77%) and the need for a digital tool connected to the electronic medical record (85%) to promote and facilitate PROMs collection. PROMs most frequently used in clinical practice are pain (56%), patient's global assessment (44%) and fatigue (39%), all on visual analogue scales. Panellists agreed on the need to implement multidisciplinary consultation (79%), unify complementary tests (88%), incorporate pharmacists into the healthcare team (70%), and develop home medication dispensing and informed telepharmacy programmes (72%) to improve quality of care in patients with SLE. According to panellists, patient associations (82%) and nurses (80%) are critical to educate and train patients on PROMs to enhance patient empowerment.ConclusionsAlthough pain, fatigue, and global assessment were identified as the most feasible, PROMs are not widely used in routine care in Spain. The present Delphi consensus can provide a road map for their implementation being key for SLE management.

Project description:ObjectiveHealth disparities in patient-reported outcomes by income and education are well documented; however, the impact of health literacy on patient-reported outcomes has received less attention. We examined independent effects of income, education, and health literacy on patient-reported outcomes in systemic lupus erythematosus (SLE).MethodsData from the California Lupus Epidemiology Study (n = 323 participants) were used. Health literacy was assessed with a validated 3-item measure (ability to understand written information, reliance on others to understand written information, confidence in completing written forms). Patient-reported outcomes were administered by interview in English, Spanish, Cantonese, or Mandarin. Generic and disease-specific patient-reported outcomes were examined using the following: 10 Patient-Reported Outcomes Measurement Information System (PROMIS) short forms; the 8 Short Form 36 (SF-36) health survey subscales; and 3 patient-reported SLE disease activity and damage measures. We conducted 2 sets of multivariable analyses: the first examined education, income, or health literacy individually; the second included all 3 simultaneously. All multivariable models included age, sex, race/ethnicity, language, disease duration, and physician-assessed disease activity and damage.ResultsMore than one-third of participants (38%) had limited health literacy (LHL), including >25% with greater than high school education. In multivariable analyses simultaneously considering education, income, and health literacy, LHL was associated with significantly worse scores on all patient-reported outcomes except disease damage. In contrast, disparities by income were seen in only 3 PROMIS scales, 3 SF-36 subscales, and 1 disease activity measure. No disparities by education level were noted.ConclusionWe found significantly worse patient-reported outcome scores among individuals with LHL, even after controlling for disease activity and damage. Whether disparities are due to actual differences in health or measurement issues requires further study.

Project description:ObjectivesEvaluate construct validity of Patient-Reported Outcomes Measurement Information System (PROMIS) Paediatric measures of symptoms and functioning against measures of disease activity among youth with juvenile idiopathic arthritis (JIA) or systemic lupus erythematosus (SLE).DesignCross-sectional associations among PROMIS measures and clinical metrics of disease activity were estimated.SettingSeven clinical sites of the Childhood Arthritis and Rheumatology Alliance (CARRA) in the USA.ParticipantsYouth aged 8-17 years enrolled in the CARRA Registry.InterventionPROMIS measures were collected and associations with clinical measures of disease activity estimated, by condition, in bivariate and multivariable analyses with adjustment for sociodemographics, insurance status, medications and disease duration.Main outcome measuresPROMIS Paediatric measures of mobility, physical activity, fatigue, pain interference, family relationships, peer relationships, depressive symptoms, psychological stress, anxiety, and meaning and purpose, and clinical metrics of disease.ResultsAmong 451 youth (average age 13.8 years, 71% female), most (n=393, 87%) had a JIA diagnosis and the remainder (n=58, 13%) had SLE. Among participants with JIA, those with moderate/high compared with low/inactive disease had, on average, worse mobility (multivariable regression coefficient and 95% CIs) (-7.40; -9.30 to -5.50), fatigue (3.22; 1.02 to 5.42), pain interference (4.76; 3.04 to 6.48), peer relationships (-2.58; -4.52 to -1.64), depressive symptoms (3.00; 0.96 to 5.04), anxiety (2.48; 0.40 to 4.56) and psychological stress (2.52; 0.68 to 4.36). For SLE, youth with active versus inactive disease had on average worse mobility (-5.07; -10.15 to 0.01) but PROMIS Paediatric measures did not discriminate participants with active and inactive disease in adjusted analyses.ConclusionsSeven PROMIS Paediatric measures discriminated between active and inactive disease in youth with JIA. Results advance the usefulness of PROMIS for understanding well-being and improving interventions for youth with JIA, but larger studies are needed to determine utility in SLE cohorts.Trial registration numberNational Institute of Arthritis and Musculoskeletal and Skin Diseases (U19AR069522).

Dataset Information

The use of patient-reported outcome measures to classify type 1 and 2 systemic lupus erythematosus activity.

Objective

Methods

Results

Conclusions

Publications

The use of patient-reported outcome measures to classify type 1 and 2 systemic lupus erythematosus activity.

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