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. 2025 Aug;31(5):e70180.
doi: 10.1111/jep.70180.

From Stagnation to Strategy: Challenges in Advancing Long COVID Research

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From Stagnation to Strategy: Challenges in Advancing Long COVID Research

Appleby Ellen. J Eval Clin Pract. 2025 Aug.

Abstract

Background: Long COVID is a debilitating multisystemic condition and is a major public health burden, yet the pathophysiology remains poorly understood and there are no effective treatments. Despite the urgent need for better management strategies, research into long COVID is losing momentum.

Objectives: To help tackle this loss of momentum, this article analyses the major challenges impeding progress and proposes innovative strategies to navigate them and to reinvigorate this research field.

Method: The analysis of the long COVID research domain drew on a broad range of scientific literature to identify major barriers to research and potential pathways forward.

Results: The research highlighted critical obstacles, including the lack of reliable biomarkers which has necessitated a reliance on symptom reporting that is inherently heterogenous, temporally complex and often confounded by symptoms arising from pre-existing comorbidities. The absence of pre-infection baseline data further complicates the distinction between long COVID-specific pathophysiology and the effects of pre-existing co-morbidities. Additionally, the long COVID patient population has heterogenous multiorgan pathology, and this diversity makes it difficult to identify and interpret clinical findings.

Conclusion: Addressing these methodological and conceptual challenges is essential to accelerate the understanding of long COVID pathophysiology and guide the development of effective interventions.

Keywords: complexity of health; healthcare; medical research; public health.

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Conflict of interest statement

The author declares no conflicts of interest.

Figures

Figure 1
Figure 1
Multiorgan pathology is a feature of long COVID. Created in BioRender [12].
Figure 2
Figure 2
Groups that should be used in pathophysiology research. The healthy group controls for the levels of the measured outcome in health. The recovered SARS‐CoV‐2 infected group controls for the effects of SARS‐CoV‐2 infection outcome. Created in BioRender [40].

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References

    1. Post COVID‐19 Condition (Long COVID), (June 2025), https://www.who.int/europe/news-room/fact-sheets/item/post-covid-19-cond....
    1. Mizrahi B., Sudry T., Flaks‐Manov N., et al., “Long Covid Outcomes at One Year After Mild SARS‐CoV‐2 Infection: Nationwide Cohort Study,” BMJ 380 (January 2023): e072529, https://www.bmj.com/content/380/bmj-2022-072529. - PMC - PubMed
    1. Gottlieb M., Yu H., Chen J., et al., “Differences in Long Covid Severity by Duration of Illness, Symptom Evolution, and Vaccination: A Longitudinal Cohort Study From the INSPIRE Group,” Lancet Regional Health ‐ Americas 44 (April 2025): 101026, https://www.thelancet.com/action/showFullText?pii=S2667193X25000365. - PMC - PubMed
    1. Choutka J., Jansari V., Hornig M., and Iwasaki A., “Unexplained Post‐Acute Infection Syndromes,” Nature Medicine 28, no. 5 (May 2022): 911–923, https://www.nature.com/articles/s41591-022-01810-6. - PubMed
    1. Self‐Reported Coronavirus (COVID‐19) Infections and Associated Symptoms, England and Scotland ‐ Office for National Statistics (November 2024), https://www.ons.gov.uk/peoplepopulationandcommunity/healthandsocialcare/....

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