Skip to main content

Main menu

  • Home
  • Content
    • First Release
    • Current
    • Archives
    • Collections
    • Audiovisual Rheum
    • 50th Volume Reprints
  • Resources
    • Guide for Authors
    • Submit Manuscript
    • Payment
    • Reviewers
    • Advertisers
    • Classified Ads
    • Reprints and Translations
    • Permissions
    • Meetings
    • FAQ
    • Policies
  • Subscribers
    • Subscription Information
    • Purchase Subscription
    • Your Account
    • Terms and Conditions
  • About Us
    • About Us
    • Editorial Board
    • Letter from the Editor
    • Duncan A. Gordon Award
    • Privacy/GDPR Policy
    • Accessibility
  • Contact Us
  • JRheum Supplements
  • Services

User menu

  • My Cart
  • Log In

Search

  • Advanced search
The Journal of Rheumatology
  • JRheum Supplements
  • Services
  • My Cart
  • Log In
The Journal of Rheumatology

Advanced Search

  • Home
  • Content
    • First Release
    • Current
    • Archives
    • Collections
    • Audiovisual Rheum
    • 50th Volume Reprints
  • Resources
    • Guide for Authors
    • Submit Manuscript
    • Payment
    • Reviewers
    • Advertisers
    • Classified Ads
    • Reprints and Translations
    • Permissions
    • Meetings
    • FAQ
    • Policies
  • Subscribers
    • Subscription Information
    • Purchase Subscription
    • Your Account
    • Terms and Conditions
  • About Us
    • About Us
    • Editorial Board
    • Letter from the Editor
    • Duncan A. Gordon Award
    • Privacy/GDPR Policy
    • Accessibility
  • Contact Us
  • Follow Jrheum on BlueSky
  • Follow jrheum on Twitter
  • Visit jrheum on Facebook
  • Follow jrheum on LinkedIn
  • Follow jrheum on YouTube
  • Follow jrheum on Instagram
  • Follow jrheum on RSS
Research ArticleArticle

Report of the Skin Research Workgroups from the GRAPPA 2019 Annual Meeting

Lourdes M. Perez-Chada, Joseph F. Merola, April W. Armstrong and Alice B. Gottlieb
The Journal of Rheumatology Supplement June 2020, 96 36-40; DOI: https://doi.org/10.3899/jrheum.200125
Lourdes M. Perez-Chada
From the Department of Dermatology and Medicine, Division of Rheumatology, Harvard Medical School, Brigham and Women’s Hospital, Boston, Massachusetts; Department of Dermatology, Icahn School of Medicine at Mt. Sinai, New York, New York; Department of Dermatology, Keck School of Medicine, University of Southern California (USC), Los Angeles, California, USA.
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Lourdes M. Perez-Chada
Joseph F. Merola
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Joseph F. Merola
April W. Armstrong
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for April W. Armstrong
Alice B. Gottlieb
  • Find this author on Google Scholar
  • Find this author on PubMed
  • Search for this author on this site
  • ORCID record for Alice B. Gottlieb
  • For correspondence: alice.gottlieb@mountsinai.org
  • Article
  • Figures & Data
  • Info & Metrics
  • References
  • PDF
PreviousNext
Loading

Abstract

The International Dermatology Outcome Measures (IDEOM) initiative is a nonprofit organization dedicated to enhancing clinical care and research in dermatology by developing evidence-based, patient-centered outcome measures. At the 2019 annual meeting of the Group for Research and Assessment of Psoriasis and Psoriatic Arthritis (GRAPPA), the IDEOM psoriasis working group presented an overview of its selected deliverables and discussed its efforts to agree on meaningful, valid, and feasible outcome measures for quality measurement in psoriasis. The psoriatic arthritis (PsA) workgroup focused on the measurement of PsA symptoms in psoriasis clinical trials, and the measurement of nonspecific musculoskeletal symptoms among patients with psoriasis in psoriasis longitudinal clinical trials and cohort studies.

Key Indexing Terms:
  • PSORIATIC ARTHRITIS
  • PSORIASIS
  • GRAPPA
  • IDEOM
  • QUALITY MEASURE
  • MUSCULOSKELETAL

The International Dermatology Outcome Measures (IDEOM) Initiative: Mission and Evolution

The IDEOM initiative is a nonprofit organization that was founded in 2013 with the mission to establish patient-centered measurements to enhance research and treatment for those with dermatologic disease1. Toward this goal, IDEOM has established multiple workgroups and collaborations (Table 1).

View this table:
  • View inline
  • View popup
Table 1.

IDEOM’s workgroups and collaborations.

The psoriasis workgroup was the first workgroup to be established, with support from the National Psoriasis Foundation (NPF)2. After 4 years of continued work involving literature review, live meetings with nominal group discussions, pre-Delphi electronic surveys, conference calls, and a 2-round electronic Delphi survey, the workgroup established a Core Domain Set for psoriasis clinical trials3. This Core Domain Set includes the domains of skin manifestations, investigator and patient’s global assessment (PtGA), psoriasis and psoriatic arthritis (PsA) symptoms, treatment satisfaction, and health-related quality of life (QOL). New workgroups were then formed to identify appropriate outcome measures for each specific domain.

Next, IDEOM allied with the Acne Core Outcomes Research Network to establish the acne workgroup. In addition, IDEOM partnered with the Cochrane Skin Group-Core Outcome Set Initiative and the Zealand University Hospital (Roskilde, Denmark) to found the Hidradenitis Suppurativa Core Outcomes Set International Collaboration (HISTORIC)4. Mirroring the psoriasis workgroup, HISTORIC has also defined a Core Domain Set for hidradenitis suppurativa clinical trials that includes the domains of physical signs, hidradenitis suppurativa-specific QOL, global assessment, pain, progression of disease course, and symptoms of hidradenitis suppurativa5. Last, IDEOM allied with the American Academy of Dermatology (AAD) to advance outcome measurement in clinical practice6,7.

In this report, we present an overview of IDEOM’s selected activities that were presented at the 2019 Group for Research and Assessment of Psoriasis and PsA (GRAPPA) annual meeting in Paris, France.

IDEOM’s PsA Symptoms Workgroup

The IDEOM psoriasis workgroup has included PsA symptoms in the Core Domain Set to be measured in all psoriasis clinical trials3. The PsA symptoms workgroup was then established to define the measurement of PsA symptoms in this context.

In 2018, the workgroup conducted a Delphi consensus exercise in which 297 international participants agreed that (1) all psoriasis trial participants should be screened for PsA prior to the measurement of PsA symptoms; (2) the measurement of PsA symptoms should occur in those who screen positive or have a prior rheumatologist diagnosis of PsA; and (3) the most appropriate instrument to measure PsA symptoms in psoriasis clinical trials is the PsA Impact of Disease 9 (PsAID-9), with the Routine Assessment of Patient Index Data 3 representing an acceptable alternative8,9.

Following this exercise, the workgroup sought to define how to measure musculoskeletal (MSK) symptoms (e.g., pain, weakness, stiffness, fatigue) in psoriasis subjects who have not yet developed concomitant PsA. Because we know that patients with psoriasis experience nonspecific MSK symptoms and that about 30% of them will eventually develop PsA10, the identification and quantification of MSK symptoms/complexes of symptoms in patients with psoriasis holds great potential to predict and prevent the onset of PsA.

Longitudinal cohort studies and longterm clinical trials involving patients with psoriasis represent an ideal setting to measure MSK symptoms and to monitor the transition into PsA. These data can eventually be used to develop predictive algorithms for PsA. However, the measurement of MSK symptoms faces multiple barriers. First, consensus needs to be reached on which MSK symptoms should be measured. One prospective cohort study involving 410 patients with psoriasis, of which 57 developed PsA, identified that the presence of arthralgia (in women), heel pain, fatigue, and stiffness were predictors of PsA11. However, further studies are warranted to confirm these findings. Second, patients will need to be classified at baseline as having PsA or not, but in the absence of a diagnostic test for PsA and the limited access to rheumatologists, classification relies on screening tools that have relatively low specificity12. As a consequence, screening tools could introduce selection bias because they may misclassify patients who have MSK symptoms due to other noninflammatory rheumatologic conditions such as fibromyalgia (FM) and osteoarthritis (OA). Third, validated instruments to measure MSK symptoms in psoriasis subjects need to be developed or identified. The validation of instruments that were originally developed to measure MSK symptoms in PsA could be considered, but these may need to be adjusted for patients with psoriasis. For example, the stem of the questions in the PsAID-913 refers to “known” PsA, which is not appropriate for patients with psoriasis (e.g., circle the number that best describes the pain you felt because of your PsA).

At the 2019 IDEOM Annual Meeting in Washington, D.C., the PsA symptoms workgroup discussed the advantages and limitations of measuring MSK symptoms in psoriasis and asked participants to vote on a set of pre-established questions using an automated response system (ARS). In all, 80% agreed that there is a need to confirm the presence of other potential confounding MSK disease (e.g., FM and OA) when assessing PsA symptoms in patients with psoriasis. In addition, 60% voted that current clinical PsA screening tools are not specific enough for classifying patients in a psoriasis research study; 72% agreed that novel tools with high specificity, approaching that of a diagnostic test, need to be developed for research purposes. Finally, 62–63% believed that it is feasible and valid to ask nonrheumatologists to measure signs of inflammatory arthritis (i.e., tender and swollen joint count, enthesitis).

The PsA symptoms workgroup is actively working to define the best approach to measure MSK symptoms in psoriasis clinical studies. The workgroup is conducting a critical review of existing MSK symptom measures. Additionally, it plans to conduct a qualitative study to determine which MSK symptoms are meaningful to patients with psoriasis and how these differ from those experienced by patients with established PsA. Results of these efforts will be presented at the 2020 IDEOM annual meeting in Washington, D.C.

IDEOM-AAD Collaboration for Clinical Practice

In the era of value-based medicine, dermatologists need to prove the value of the care they provide to their patients, policy makers, and payers14. Because value is defined as the outcomes achieved divided by the cost of the whole cycle of care for the patient’s medical condition15, dermatologists need to implement the collection of standardized, meaningful clinical outcome measures to demonstrate value. In collaboration with the AAD, IDEOM conducted 2 consecutive modified Delphi exercises to reach consensus on valid, feasible, and meaningful outcome measures that could be incorporated into quality measures for chronic inflammatory dermatoses.

First Delphi exercise: global assessor severity measure

The first Delphi exercise occurred in February 2018 in New York and focused on reaching consensus on a provider-reported global disease severity measure. Through an anonymous ARS, collaborators voted on (1) which inflammatory dermatoses should be assessed by a global measure, and (2) which scale type would be more appropriate to quantify global disease severity (i.e., a numerical rating scale, a dichotomous clear/almost clear vs not outcome, or a 5-point Likert scale with or without descriptors). When evaluating different Likert scales for the voting exercise, meeting leaders favored a 5-point Likert scale (clear = 0, almost clear = 1, mild = 2, moderate = 3, severe = 4) over a 6-point scale (clear = 0, almost clear = 1, mild = 2, moderate = 3, severe = 4, very severe = 5) because the extreme option “very severe” is rarely used by clinicians in clinical practice, and most clinical trials have used the 5-point scale. For the first question, consensus was achieved when > 90% of participants agreed on an inflammatory dermatosis. For the second question, consensus was achieved when > 70% of collaborators agreed on a scale type.

In all, 1 patient, 1 research fellow, 18 dermatologists, 6 rheumatologist-dermatologists, 3 pediatric dermatologists, and 7 quality measures experts attended the meeting. Psoriasis, atopic dermatitis, and acne were selected among 23 inflammatory skin diseases discussed as the inflammatory dermatoses that should be assessed by a global measure. Collaborators agreed on a 5-point ordinal scale for quantification methods (clear = 0, almost clear = 1, mild = 2, moderate = 3, severe = 4) without anchoring language. However, consensus was also reached to develop and validate disease-specific anchoring descriptors to guide clinicians in their assessment of disease severity. These descriptors could eventually be provided through referenced electronic platforms (e.g., AAD Website, Internet applications)16.

At the 2018 IDEOM annual meeting in Washington, D.C., IDEOM presented the Delphi results to 86 international participants who were then queried about the implementation of physician-assessed and patient-reported outcome measures (PROM) in clinical practice using ARS. In all, 93.5% and 88% of participants agreed that a simple physician-assessed and a patient-reported outcome measure for treatment response, respectively, should be incorporated into every patient medical record. In addition, 81.6% voted that these should not be combined into a single composite score. It was further agreed that payers should not base decisions to cover treatment costs solely upon the score of a patient-reported instrument (96%), and that payers should not determine reimbursements based solely on physician-assessed outcome measures (86%). Finally, collaborators agreed that the goal of treat-to-target strategies should be to maximize both physician-assessed and PROM (71%).

Second Delphi Exercise: PROM

The second Delphi exercise aimed to achieve consensus on a PROM for clinical practice. Participants including patients with acne, psoriasis, and atopic dermatitis; dermatologists; a nondermatologist physician; patient association representatives; and members of the AAD (n = 53) met in October 2018 in Chicago, Illinois, and discussed advantages and disadvantages of Skindex instruments17 and PtGA for inflammatory skin conditions. Participants then voted on different aspects of these measures using a modified ARS. Consensus was defined as ≥ 70% of agreement within the group.

Skindex instruments are patient-reported instruments that allow for a comprehensive assessment of a patient’s disease burden by evaluating 3 distinct domains: symptoms, emotions, and functioning17. There are 3 Skindex versions available, including the Skindex-29, Skindex-16, and Skindex-mini (3 questions)18. At this meeting, collaborators agreed that patients should ideally complete the Skindex-16 at their first visit to the dermatologist and then the Skindex-mini in followup visits (75%). When compared to PtGA, 74% of participants preferred Skindex instruments.

In evaluating PtGA, 84% of participants endorsed the following candidate instrument: “Overall, how severe is your skin disease today?”; response options: “0 = clear, 1 = almost clear, 2 = mild, 3 = moderate, 4 = severe,” with an optional check-box: “worst ever.” This optional checkbox was adopted from the NPF Psoriasis Scale. In addition, 84.4% of participants favored the inclusion of an instrument that could determine change over time: “Since starting treatment, my skin disease is:”; response options: “the same,” “improving,” and “worsening.”

Finally, collaborators were queried about the role of PROM in clinical practice, with 72% voting that they are important to initiate conversations about the effect of disease between the patient and the clinician. Additionally, 74% agreed that the quality of a physician should not depend on the score of PROM, given that this score could be influenced by several other factors such as the severity of the underlying disease, social/family support, access to therapies, and comorbidities.

Therefore, the IDEOM-AAD resolved that PtGA should be complemented with the Skindex instrument or other multidimensional measure of health-related QOL to identify domains of health that are relevant to patients.

DISCUSSION

In the absence of standardized, patient-centered outcome measures in psoriasis, IDEOM is actively working to define meaningful outcome measures for both clinical trials and clinical practice. This report provides an update on IDEOM’s work presented at the GRAPPA 2019 annual meeting. For psoriasis clinical trials, IDEOM has defined a Core Domain Set and is now working to identify the most appropriate outcome measures for each domain. The PsAID-9 was selected as the most appropriate instrument for the measurement of the PsA symptoms domain. Ongoing efforts are centered on identifying a meaningful, patient-centered measure for MSK symptoms in patients with psoriasis. For psoriasis clinical practice, the IDEOM-AAD alliance agreed on a 5-point ordinal physician’s global assessment instrument and a combination of a PtGA with Skindex instruments or other measures of health-related QOL to measure clinical outcomes. Future work will focus on conducting further validation of these outcome measures and incorporating them into quality measures.

Footnotes

  • As part of the supplement series GRAPPA 2019, this report was reviewed internally and approved by the Guest Editors for integrity, accuracy, and consistency with scientific and ethical standards.

REFERENCES

  1. 1.↵
    1. Gottlieb AB,
    2. Levin AA,
    3. Armstrong AW,
    4. Abernethy A,
    5. Duffin KC,
    6. Bhushan R,
    7. et al.
    The International Dermatology Outcome Measures Group: formation of patient-centered outcome measures in dermatology. J Am Acad Dermatol 2015;72:345–8.
    OpenUrlCrossRefPubMed
  2. 2.↵
    1. Gottlieb AB,
    2. Armstrong AW,
    3. Christensen R,
    4. Garg A,
    5. Duffin KC,
    6. Boehncke WH,
    7. et al.
    The International Dermatology Outcome Measures initiative as applied to psoriatic disease outcomes: a report from the GRAPPA 2013 meeting. J Rheumatol 2014;41:1227–9.
    OpenUrlAbstract/FREE Full Text
  3. 3.↵
    1. Callis Duffin K,
    2. Merola JF,
    3. Christensen R,
    4. Latella J,
    5. Garg A,
    6. Gottlieb AB,
    7. et al.
    Identifying a Core Domain Set to assess psoriasis in clinical trials. JAMA Dermatol 2018;154:1137–44.
    OpenUrl
  4. 4.↵
    1. Thorlacius L,
    2. Ingram JR,
    3. Garg A,
    4. Villumsen B,
    5. Esmann S,
    6. Kirby JS,
    7. et al.
    Protocol for the development of a core domain set for hidradenitis suppurativa trial outcomes. BMJ Open 2017;7:e014733.
    OpenUrlAbstract/FREE Full Text
  5. 5.↵
    1. Thorlacius L,
    2. Ingram JR,
    3. Villumsen B,
    4. Esmann S,
    5. Kirby JS,
    6. Gottlieb AB,
    7. et al;
    8. HIdradenitis SuppuraTiva cORe outcomes set International Collaboration (HISTORIC)
    . A core domain set for hidradenitis suppurativa trial outcomes: an international Delphi process. Br J Dermatol 2018;179:642–50.
    OpenUrl
  6. 6.↵
    1. Gottlieb A,
    2. Salame N,
    3. Armstrong AW,
    4. Merola JF,
    5. Parra S,
    6. Takeshita J,
    7. et al;
    8. International Dermatology Outcome Measures and the American Academy of Dermatology
    . A provider global assessment quality measure for clinical practice for inflammatory skin disorders. J Am Acad Dermatol 2019;80:823–8.
    OpenUrl
  7. 7.↵
    1. Perez-Chada L,
    2. Taliercio VL,
    3. Gottlieb A,
    4. Van Beek M,
    5. Duffin KC,
    6. Reeder M,
    7. et al.
    Achieving consensus on patient-reported outcome measures in clinical practice for inflammatory skin disorders: on behalf of International Dermatology Outcome Measures and the American Academy of Dermatology. J Am Acad Dermatol 2019 Sep 13 (E-pub ahead of print).
  8. 8.↵
    1. Perez-Chada LM,
    2. Cohen JM,
    3. Gottlieb AB,
    4. Duffin KC,
    5. Garg A,
    6. Latella J,
    7. et al.
    Achieving international consensus on the assessment of psoriatic arthritis in psoriasis clinical trials: an International Dermatology Outcome Measures (IDEOM) initiative. Arch Dermatol Res 2018;310:701–10.
    OpenUrl
  9. 9.↵
    1. Perez-Chada LM,
    2. Gottlieb AB,
    3. Cohen J,
    4. Mease P,
    5. Duffin KC,
    6. Garg A,
    7. et al.
    Measuring psoriatic arthritis symptoms: a core domain in psoriasis clinical trials. J Am Acad Dermatol 2020;82:54–61.
    OpenUrl
  10. 10.↵
    1. Karreman MC,
    2. Weel AE,
    3. van der Ven M,
    4. Vis M,
    5. Tchetverikov I,
    6. Nijsten TE,
    7. et al.
    Prevalence of psoriatic arthritis in primary care patients with psoriasis. Arthritis Rheumatol 2016;68:924–31.
    OpenUrl
  11. 11.↵
    1. Eder L,
    2. Polachek A,
    3. Rosen CF,
    4. Chandran V,
    5. Cook R,
    6. Gladman DD
    . The development of psoriatic arthritis in patients with psoriasis is preceded by a period of nonspecific musculoskeletal symptoms: a prospective cohort study. Arthritis Rheumatol 2017;69:622–9.
    OpenUrl
  12. 12.↵
    1. Ogdie A,
    2. Weiss P
    . The epidemiology of psoriatic arthritis. Rheum Dis Clin North Am 2015;41:545–68.
    OpenUrl
  13. 13.↵
    1. Gossec L,
    2. de Wit M,
    3. Kiltz U,
    4. Braun J,
    5. Kalyoncu U,
    6. Scrivo R,
    7. et al;
    8. EULAR PsAID Taskforce
    . A patient-derived and patient-reported outcome measure for assessing psoriatic arthritis: elaboration and preliminary validation of the Psoriatic Arthritis Impact of Disease (PsAID) questionnaire, a 13-country EULAR initiative. Ann Rheum Dis 2014;73:1012–9.
    OpenUrlAbstract/FREE Full Text
  14. 14.↵
    1. Resneck JS Jr,
    2. VanBeek M
    . What dermatology still needs to create meaningful patient outcome measurements. JAMA Dermatol 2015;151:371–2.
    OpenUrl
  15. 15.↵
    1. Porter ME
    . What is value in health care? N Engl J Med 2010;363:2477–81.
    OpenUrlCrossRefPubMed
  16. 16.↵
    1. Gottlieb A,
    2. Salame N,
    3. Armstrong AW,
    4. Merola JF,
    5. Parra S,
    6. Takeshita J,
    7. et al;
    8. International Dermatology Outcome Measures and the American Academy of Dermatology
    . A provider global assessment quality measure for clinical practice for inflammatory skin disorders. J Am Acad Dermatol 2019;80:823–8.
    OpenUrl
  17. 17.↵
    1. Chren MM
    . The Skindex instruments to measure the effects of skin disease on quality of life. Dermatol Clin 2012;30:231–6.
    OpenUrlPubMed
  18. 18.↵
    1. Swerlick RA,
    2. Zhang C,
    3. Patel A,
    4. Chren MM,
    5. Chen S
    . The Skindex-mini: a streamlined QOL measurement tool suitable for routine use in clinic. J Am Acad Dermatol 2018 Dec 24 (E-pub ahead of print).
PreviousNext
Back to top

In this issue

The Journal of Rheumatology Supplement
Vol. 96
1 Jun 2020
  • Table of Contents
  • Table of Contents (PDF)
  • Index by Author
Print
Download PDF
Article Alerts
Sign In to Email Alerts with your Email Address
Email Article

Thank you for your interest in spreading the word about The Journal of Rheumatology.

NOTE: We only request your email address so that the person you are recommending the page to knows that you wanted them to see it, and that it is not junk mail. We do not capture any email address.

Enter multiple addresses on separate lines or separate them with commas.
Report of the Skin Research Workgroups from the GRAPPA 2019 Annual Meeting
(Your Name) has forwarded a page to you from The Journal of Rheumatology
(Your Name) thought you would like to see this page from the The Journal of Rheumatology web site.
CAPTCHA
This question is for testing whether or not you are a human visitor and to prevent automated spam submissions.
Citation Tools
Report of the Skin Research Workgroups from the GRAPPA 2019 Annual Meeting
Lourdes M. Perez-Chada, Joseph F. Merola, April W. Armstrong, Alice B. Gottlieb
The Journal of Rheumatology Supplement Jun 2020, 96 36-40; DOI: 10.3899/jrheum.200125

Citation Manager Formats

  • BibTeX
  • Bookends
  • EasyBib
  • EndNote (tagged)
  • EndNote 8 (xml)
  • Medlars
  • Mendeley
  • Papers
  • RefWorks Tagged
  • Ref Manager
  • RIS
  • Zotero

 Request Permissions

Share
Report of the Skin Research Workgroups from the GRAPPA 2019 Annual Meeting
Lourdes M. Perez-Chada, Joseph F. Merola, April W. Armstrong, Alice B. Gottlieb
The Journal of Rheumatology Supplement Jun 2020, 96 36-40; DOI: 10.3899/jrheum.200125
del.icio.us logo Twitter logo Facebook logo  logo Mendeley logo
  • Tweet Widget
  •  logo
Bookmark this article

Jump to section

  • Article
    • Abstract
    • DISCUSSION
    • Footnotes
    • REFERENCES
  • Figures & Data
  • Info & Metrics
  • References
  • PDF

Keywords

PSORIATIC ARTHRITIS
PSORIASIS
GRAPPA
IDEOM
QUALITY MEASURE
MUSCULOSKELETAL

Related Articles

Cited By...

More in this TOC Section

  • School Absence Among Children With Juvenile Idiopathic Arthritis: A National Matched Comparison Study
  • Use of Metagenomic Microbial Plasma Cell-Free DNA Next-Generation Sequencing Assay in Outpatient Rheumatology Practice
  • Antinuclear Antibody Multiplex Utilization Across a Large Federal Hospital System: An Investigation of Ordering Practices and Rheumatologic Outcomes
Show more Article

Similar Articles

Keywords

  • psoriatic arthritis
  • psoriasis
  • GRAPPA
  • IDEOM
  • QUALITY MEASURE
  • MUSCULOSKELETAL

Content

  • First Release
  • Current
  • Archives
  • Collections
  • Audiovisual Rheum
  • COVID-19 and Rheumatology

Resources

  • Guide for Authors
  • Submit Manuscript
  • Author Payment
  • Reviewers
  • Advertisers
  • Classified Ads
  • Reprints and Translations
  • Permissions
  • Meetings
  • FAQ
  • Policies

Subscribers

  • Subscription Information
  • Purchase Subscription
  • Your Account
  • Terms and Conditions

More

  • About Us
  • Contact Us
  • My Alerts
  • My Folders
  • Privacy/GDPR Policy
  • RSS Feeds
The Journal of Rheumatology
The content of this site is intended for health care professionals.
Copyright © 2025 by The Journal of Rheumatology Publishing Co. Ltd.
Print ISSN: 0315-162X; Online ISSN: 1499-2752
Powered by HighWire