Abstract

Dating to the discovery of the Lupus Erythematosus (LE) cell in 1948, there has been a dramatic growth in the discovery of unique autoantibodies and their cognate targets, all of which has led to the availability and use of autoantibody testing for a broad spectrum of autoimmune diseases. Most studies of the sensitivity, specificity, commutability, and harmonization of autoantibody testing have focused on widely available, commercially developed and agency-certified autoantibody kits. However, this is only a small part of the spectrum of autoantibody tests that are provided through laboratories world-wide. This manuscript will review the wider spectrum of testing by exploring the innovation pathway that begins with autoantibody discovery followed by assessment of clinical relevance, accuracy, validation, and then consideration of regulatory requirements as an approved diagnostic test. Some tests are offered as “Research Use Only (RUO)”, some as “Laboratory Developed Tests (LDT)”, some enter Health Technology Assessment (HTA) pathways, while others are relegated to a “death valley” of autoantibody discovery and become “orphan” autoantibodies. Those that achieve regulatory approval are further threatened by the business world’s “Darwinian Sea of Survival”. As one example of the trappings of autoantibody progression or failure, it is reported that more than 200 different autoantibodies have been described in systemic lupus erythematosus (SLE), a small handful (~10%) of these have achieved regulatory approval and are widely available as commercial diagnostic kits, while a few others may be available as RUO or LDT assays. However, the vast majority (90%) are orphaned and languish in an autoantibody ‘death valley’. This review proposes that it is important to keep an inventory of these “orphan autoantibodies” in ‘death valley’ because, with the increasing availability of multi-analyte arrays and artificial intelligence (MAAI), some can be rescued to achieve a useful role in clinical diagnostic especially in light of patient stratification and precision medicine.

Highlights

  • The discovery of novel autoantibodies is linked to an everexpanding spectrum of autoimmune conditions

  • Patients or the public were not involved in the design, or conduct, or reporting, or dissemination plans of our research

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Summary

Autoantibody Discovery and Clinical Adoption

The use of proteomic biomarkers has become a valuable and effective approach to the prediction, diagnosis, and management of individuals with a wide range autoimmune and autoinflammatory diseases [1,2,3]. Closing the gaps in autoantibody diagnostics will involve newer diagnostic platforms that utilize emerging megatrends such as systems medicine, consumerdriven social networks, AI and deep learning all benefiting a paradigm shift to PH [2]. This manuscript will focus on autoantibodies and the various limitations and gaps that persist in their effective use in clinical practice.

THE VIRTUOUS CYCLE OF AUTOANTIBODY DISCOVERY AND ADOPTION
RESCUING AUTOANTIBODIES FROM DEATH VALLEY
Lysozyme Azurocidin
SSc RA
TECHNOLOGY AND COOPERATION TO THE RESCUE
DIAGNOSTIC INDUSTRY CHALLENGES
SUMMARY
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