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  1. Geng LN, Erlandson KM, Hornig M, Letts R, Selvaggi C, Ashktorab H, et al.
    JAMA, 2025 Feb 25;333(8):694-700.
    PMID: 39693079 DOI: 10.1001/jama.2024.24184
    IMPORTANCE: Classification of persons with long COVID (LC) or post-COVID-19 condition must encompass the complexity and heterogeneity of the condition. Iterative refinement of the classification index for research is needed to incorporate newly available data as the field rapidly evolves.

    OBJECTIVE: To update the 2023 research index for adults with LC using additional participant data from the Researching COVID to Enhance Recovery (RECOVER-Adult) study and an expanded symptom list based on input from patient communities.

    DESIGN, SETTING, AND PARTICIPANTS: Prospective, observational cohort study including adults 18 years or older with or without known prior SARS-CoV-2 infection who were enrolled at 83 sites in the US and Puerto Rico. Included participants had at least 1 study visit taking place 4.5 months after first SARS-CoV-2 infection or later, and not within 30 days of a reinfection. The study visits took place between October 2021 and March 2024.

    EXPOSURE: SARS-CoV-2 infection.

    MAIN OUTCOMES AND MEASURES: Presence of LC and participant-reported symptoms.

    RESULTS: A total of 13 647 participants (11 743 with known SARS-CoV-2 infection and 1904 without known prior SARS-CoV-2 infection; median age, 45 years [IQR, 34-69 years]; and 73% were female) were included. Using the least absolute shrinkage and selection operator analysis regression approach from the 2023 model, symptoms contributing to the updated 2024 index included postexertional malaise, fatigue, brain fog, dizziness, palpitations, change in smell or taste, thirst, chronic cough, chest pain, shortness of breath, and sleep apnea. For the 2024 LC research index, the optimal threshold to identify participants with highly symptomatic LC was a score of 11 or greater. The 2024 index classified 20% of participants with known prior SARS-CoV-2 infection and 4% of those without known prior SARS-CoV-2 infection as having likely LC (vs 21% and 5%, respectively, using the 2023 index) and 39% of participants with known prior SARS-CoV-2 infection as having possible LC, which is a new category for the 2024 model. Cluster analysis identified 5 LC subtypes that tracked quality-of-life measures.

    CONCLUSIONS AND RELEVANCE: The 2024 LC research index for adults builds on the 2023 index with additional data and symptoms to help researchers classify symptomatic LC and its symptom subtypes. Continued future refinement of the index will be needed as the understanding of LC evolves.

  2. Reeder HT, Donohue SE, Martin JN, Hornig M, Mosier JM, Ashktorab H, et al.
    Ann Intern Med, 2026 Nov 03.
    PMID: 42970801 DOI: 10.7326/ANNALS-25-05275
    BACKGROUND: Long COVID (LC) is widespread; however, limited information has been reported on the likelihood that symptoms remit over time.

    OBJECTIVE: To evaluate the likelihood of improvement among persons with likely LC.

    DESIGN: Prospective, multisite cohort study (RECOVER-Adult [Researching COVID to Enhance Recovery]).

    SETTING: 83 U.S.-based sites across 33 states; Washington, DC; and Puerto Rico.

    PARTICIPANTS: 1019 persons in RECOVER-Adult with likely LC (LC Research Index [LCRI] ≥11) 12 months after first SARS-CoV-2 infection.

    MEASUREMENTS: The primary outcome was time until 2 consecutive study visits with LCRI less than 11. Secondary outcomes were time until LCRI measure reduced 50% or more and quality of life was good or better, and LCRI decreased to 0. Unadjusted estimates of cumulative incidence and adjusted marginal cumulative incidence by age, sex, SARS-CoV-2 wave, and LC subtype were reported across all follow-up time points.

    RESULTS: An estimated 36.2% (95% CI, 33.0% to 39.5%) met the primary outcome by 24 months after infection, and 50.1% (CI, 46.1% to 54.0%) met the primary outcome by 36 months. An estimated 56.4% (CI, 52.2% to 60.4%) and 26.9% (CI, 23.3% to 30.5%), respectively, met the 2 secondary outcomes by 36 months. Among persons who still reported likely LC at 18 months and 24 months after first infection, relative timing of subsequent symptom improvement was similar.

    LIMITATION: Findings in this observational cohort are interpretable in a population with prevalent likely LC and do not address causal relationships between individual characteristics and symptom improvement.

    CONCLUSION: Among persons with likely LC 12 months after initial SARS-CoV-2 infection, one half experience meaningful reductions in symptoms by 36 months, whereas a quarter experience complete remission of symptoms. These findings underscore both the potential for natural recovery and the urgent need for placebo-controlled therapeutic intervention trials.

    PRIMARY FUNDING SOURCE: National Institutes of Health.

  3. Shah DP, Thaweethai T, Karlson EW, Bonilla H, Horne BD, Mullington JM, et al.
    JAMA Netw Open, 2025 Jan 02;8(1):e2455430.
    PMID: 39841477 DOI: 10.1001/jamanetworkopen.2024.55430
    IMPORTANCE: A substantial number of individuals worldwide experience long COVID, or post-COVID condition. Other postviral and autoimmune conditions have a female predominance, but whether the same is true for long COVID, especially within different subgroups, is uncertain.

    OBJECTIVE: To evaluate sex differences in the risk of developing long COVID among adults with SARS-CoV-2 infection.

    DESIGN, SETTING, AND PARTICIPANTS: This cohort study used data from the National Institutes of Health (NIH) Researching COVID to Enhance Recovery (RECOVER)-Adult cohort, which consists of individuals enrolled in and prospectively followed up at 83 sites in 33 US states plus Washington, DC, and Puerto Rico. Data were examined from all participants enrolled between October 29, 2021, and July 5, 2024, who had a qualifying study visit 6 months or more after their initial SARS-CoV-2 infection.

    EXPOSURE: Self-reported sex (male, female) assigned at birth.

    MAIN OUTCOMES AND MEASURES: Development of long COVID, measured using a self-reported symptom-based questionnaire and scoring guideline at the first study visit that occurred at least 6 months after infection. Propensity score matching was used to estimate risk ratios (RRs) and risk differences (95% CIs). The full model included demographic and clinical characteristics and social determinants of health, and the reduced model included only age, race, and ethnicity.

    RESULTS: Among 12 276 participants who had experienced SARS-CoV-2 infection (8969 [73%] female; mean [SD] age at infection, 46 [15] years), female sex was associated with higher risk of long COVID in the primary full (RR, 1.31; 95% CI, 1.06-1.62) and reduced (RR, 1.44; 95% CI, 1.17-1.77) models. This finding was observed across all age groups except 18 to 39 years (RR, 1.04; 95% CI, 0.72-1.49). Female sex was associated with significantly higher overall long COVID risk when the analysis was restricted to nonpregnant participants (RR, 1.50; 95%: CI, 1.27-1.77). Among participants aged 40 to 54 years, the risk ratio was 1.42 (95% CI, 0.99-2.03) in menopausal female participants and 1.45 (95% CI, 1.15-1.83) in nonmenopausal female participants compared with male participants.

    CONCLUSIONS AND RELEVANCE: In this prospective cohort study of the NIH RECOVER-Adult cohort, female sex was associated with an increased risk of long COVID compared with male sex, and this association was age, pregnancy, and menopausal status dependent. These findings highlight the need to identify biological mechanisms contributing to sex specificity to facilitate risk stratification, targeted drug development, and improved management of long COVID.

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