Exploratory analyses of Immunologic Features in a Randomized, Placebo-Controlled Trial of Nirmatrelvir/Ritonavir for Long COVID

Bhattacharjee et al., medRxiv, doi:10.64898/2026.02.24.26347001, PAX LC, NCT05668091, Feb 2026
RCT 82 long COVID patients showing no significant differences with nirmatrelvir/ritonavir treatment. The study found no improvement in physical health summary scores, no changes in circulating SARS-CoV-2 spike protein levels, and no significant differences in immune cell populations or antibody responses between treatment and placebo groups after 15 days of treatment.
Long COVID may stem from persistent viral infection and/or damage from prior infection. For viral persistence using a single first-generation 3CLpro inhibitor may not be very effective. Polytherapy including improved antivirals can have better tissue/variant coverage, target intracellular and extracellular virus, etc.
Thousands of compounds show SARS-CoV-2 antiviral activity, with many complementary and synergistic mechanisms1,2.
Even among high-profit 3CLpro inhibitors, paxlovid is unlikely to be the safest or most effective. Ensitrelvir is also approved in the USA now (PEP only), but it was ~4 years late - approved in Japan in 2022 and still an older-generation 3CLpro inhibitor - avoiding ritonavir but with its own inherent CYP3A inhibition. We cover 11 novel SARS-CoV-2 3CLpro inhibitors - 5 are approved in China. Olgotrelvir for example is one of the more advanced - dual inhibition of 3CLpro and human cathepsin L, targeting both viral replication and host-cell entry, and highly orally bioavailable without requiring ritonavir.
c19early.org
Long COVID - paxlovid or polytherapy?
Long COVID may be due to persistent viral infection or damage from prior infection. Should long COVID trials for viral persistence focus on a single high-profit older generation 3CLpro inhibitor, or on polytherapy with multiple antivirals?
Paxlovid Monotherapy Polytherapy
Tissue coverage Paxlovid has poor CNS penetration and may have limited penetration into some sanctuary sites (testes, possibly olfactory bulb, gut lamina propria) Combined agents can provide superior tissue coverage
Variant coverage Real-world efficacy has dropped with recent variants Combining agents with different resistance profiles minimizes persisting quasispecies escape risk
Intracellular vs extracellular virus Paxlovid targets actively replicating virus inside cells and may have little effect on defective or sequestered viral material producing antigen without full replication Combining replication inhibitors with entry blockers or agents that target non-replicating persistence may be superior
Viral load in persistence Viral load in persistence may be very low and monotherapy may not be sufficient In chronic infections such as HIV and HCV, combination therapy has shown larger and more durable viral load reductions
Historical precedent Viral reservoirs have not been successfully eradicated with monotherapy—HIV, HBV, HCV, HSV, CMV all require combination therapy Polytherapy required for previous viruses
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Paxlovid long COVID treatment trials
Trial Outcome Primary completion Published Delay
STOP-PASC (Stanford) No benefit August 2023 June 2024 ~10 Months
PAX LC (Yale) No benefit April 2024 April 2025 12 months
RECOVER-VITAL (NIH) No benefit December 2024 March 2026 ~15 months
PROLIFIC (Karolinska) Unreported November 2024 Late 16+ months
Bhattacharjee et al., 26 Feb 2026, Double Blind Randomized Controlled Trial, placebo-controlled, USA, preprint, 34 authors, study period March 2024 - August 2024, trial NCT05668091 (history) (PAX LC). Contact: akiko.iwasaki@yale.edu.
Exploratory analyses of Immunologic Features in a Randomized, Placebo-Controlled Trial of Nirmatrelvir/Ritonavir for Long COVID
Bornali Bhattacharjee, Mitsuaki Sawano, William B Hooper, Kexin Wang, Alexandra Tabachnikova, Valter Silva Monteiro, Peiwen Lu, Pavlina Baevova, Gisele C Rodrigues, Victoria L Fisher, Cesar Caraballo, Rohan Khera, Shu-Xia Li, Jeph Herrin, Dany Christian, Andreas Coppi, Frederick Warner, Julie Holub, Yashira Henriquez, Maria A Johnson, Theresa B Goddard, Erica Rocco, Amy C Hummel, Mohammad Al Mouslmani, Kevin D Carr, Lawrence Charnas, Magdia De Jesus, Dale Nepert, Paula Abreu, Frank W Ziegler III, John A Spertus, Leying Guan, Harlan M Krumholz, Akiko Iwasaki
doi:10.64898/2026.02.24.26347001
This exploratory analysis of PAX LC, a Phase 2, 1:1 randomized, double-blind, superiority, placebo-controlled trial examined whether treatment with nirmatrelvir/ritonavir (NMV/r) versus placebo/ritonavir (PBO/r) in individuals with Long COVID could reveal immune features associated with symptom improvement. Eightytwo participants (n=45 PBO/r; n=37 NMV/r) provided blood samples at baseline (Day 0) and post-treatment (Day 28). Baseline demographic and immunological phenotypes were similar in the two groups. No significant differences were observed in major immune cell populations or organ function markers between NMV/r vs. PBO/r groups, or before vs. after the treatment. Modest hematologic changes were noted in the NMV/r arm. SARS-CoV-2-specific IgG levels remained constant, with changes in total immunoglobulin subtypes and isotypes in both arms. Both arms showed similar shifts in cytokine levels. Notably, the levels of S1 and Spike proteins in circulation remained unchanged post-treatment. Regardless of the treatment arm, participants with selfreported symptom improvement showed reductions in the level of the inflammatory chemokine RANTES. Taken together, the findings of this study demonstrate limited virological and immunological changes in response to nirmatrelvir, contributing insights into the reason for the lack of benefit of the 15-day NMV/r treatment in Long COVID.
Materials and Methods Study design and patient characteristics The PAX LC study was a decentralized, phase 2, randomized, double-blind, placebocontrolled clinical to investigate the efficacy and safety of a 15-day regimen of orally administered nirmatrelvir/ritonavir compared with placebo/ritonavir in participants with Long COVID. The details of the study has been published elsewhere 8 . Briefly, the key inclusion criteria for participants were: being 18 Biospecimen collection Whole blood samples were collected in lithium-heparin-coated (BD 367880, BD Biosciences) and sodium-EDTA coated vacutainers (BD 367856, BD Biosciences) from participants' homes, by ExamOne phlebotomists (Quest Diagnostics) or at the Yale clinic, New Haven, CT. After collecting, biospecimens were either shipped overnight at regulated temperatures or handed over locally to researchers at Yale University in New Haven, CT. Collection tubes were de-identified upon receipt according to protocol and study identifiers were provided. Samples were processed within 48 hours of collection. Biorender 41 was used to create a graphical schematic of the CONSORT flow chart, study design, cohorts and assays. Linear Peptide Profiling SERA serum screening A detailed description of the SERA assay has been published 22 . For this study, plasma was incubated with a fully random 12-mer bacterial display peptide library (1 × 10 10 diversity, 10-fold oversampled) at a 1:25 dilution in a 96-well, deep well plate..
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DOI record: { "DOI": "10.64898/2026.02.24.26347001", "URL": "http://dx.doi.org/10.64898/2026.02.24.26347001", "abstract": "<jats:p>This exploratory analysis of PAX LC, a Phase 2, 1:1 randomized, double-blind, superiority, placebo-controlled trial examined whether treatment with nirmatrelvir/ritonavir (NMV/r) versus placebo/ritonavir (PBO/r) in individuals with Long COVID could reveal immune features associated with symptom improvement. Eighty-two participants (n=45 PBO/r; n=37 NMV/r) provided blood samples at baseline (Day 0) and post-treatment (Day 28). Baseline demographic and immunological phenotypes were similar in the two groups. No significant differences were observed in major immune cell populations or organ function markers between NMV/r vs. PBO/r groups, or before vs. after the treatment. Modest hematologic changes were noted in the NMV/r arm. SARS-CoV-2-specific IgG levels remained constant, with changes in total immunoglobulin subtypes and isotypes in both arms. Both arms showed similar shifts in cytokine levels. Notably, the levels of S1 and Spike proteins in circulation remained unchanged post-treatment. Regardless of the treatment arm, participants with self-reported symptom improvement showed reductions in the level of the inflammatory chemokine RANTES. 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Late treatment
is less effective
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