What a new Nature Immunology study shows about long COVID?
Long COVID is not post-infectious fatigue.
A new study shows that it is a clearly defined biological state =
chronic immune activation, T-cell exhaustion, and metabolic disruption🧵
The study analyzed 142 individuals, including 28 patients with long COVID.
Compared with recovered controls, people with long COVID showed persistent activation of inflammatory pathways lasting more than 180 days after infection.
These pathways include IL-6, IFN-γ, JAK–STAT signaling, complement activation, and coagulation pathways.
This pattern does not look like recovery.
It looks like an immune system that remains stuck in an activated state.
Importantly, this is not explained by ongoing viral replication.
Instead, it suggests a response to persistent immune triggers such as residual antigens, tissue damage, or immune dysregulation.
At the same time, the authors describe a breakdown in coordination between the innate and adaptive immune systems.
Inflammatory signals remain active, but the cytotoxic and regulatory functions of T cells progressively weaken!
In people with long COVID, cytotoxic T-cell signaling and granzyme B are reduced, while markers of immune exhaustion increase!
This points to dysregulated cross-talk between immune compartments:
the system is active, but inefficient.
A key finding involves interferon-γ.
Chronic upregulation of IFN-γ is associated with reduced T-cell activation and increased T-cell exhaustion, suggesting that prolonged immune stimulation leads to functional T-cell impairment!
The immune changes are accompanied by profound metabolic shifts.
In long COVID, the study found reduced amino acid metabolism and impaired energy related pathways, alongside increased stress - and hormone related signaling.
Specifically, corticotropin-releasing hormone signaling, leptin signaling, and lipid, bile acid, and beta-alanine metabolism are increased.
Together, these changes resemble a state of chronic metabolic stress and reduced energetic flexibility!
This helps explain common symptoms such as fatigue, poor exercise tolerance, and cognitive slowing.
Energy is redirected toward sustaining inflammation, leaving less available for muscle recovery and brain function.
Proteomic data add another important layer.
People with long COVID show reduced activity of pathways involved in DNA damage recognition and repair, telomere maintenance, chromatin regulation, and DNA methylation.
Impaired telomere maintenance may contribute to premature cellular senescence or apoptosis, limiting the body’s ability to repair and regenerate tissues!
In other words, the system is not only inflamed - it is also repairing itself less effectively.
Crucially, many of these immune differences are already detectable during the acute phase of infection in individuals who later develop long COVID.
This suggests that long COVID is not random, but a measurable immunological trajectory that begins early.
Long COVID is sometimes described as an anything-goes sequela.
This study shows the opposite.
A consistent, reproducible biological signature across independent cohorts.
Sum:
Long COVID is best understood as a systemic immunological condition characterized by persistent inflammation, T-cell exhaustion, metabolic disruption, impaired cellular repair
It is not a vague post-viral state, but an active pathology.
Aid at al., Long COVID involves activation of proinflammatory and immune exhaustion pathways.
Nature Immunology 2025. nature.com/articles/s4159…
From a public health perspective, this matters.@szupraha @ZdravkoOnline @adamvojtech86
Long COVID represents a persistent immune and metabolic state. Preventing infection is not only about avoiding hospitalization or death but about preventing long-term biological harm, across the lifespan.
This also matters for children.
These immune and metabolic pathways are not unique to adults. Increasing evidence shows that children can develop measurable biological changes after SARS-CoV-2 infection - even after mild or asymptomatic disease.
For children, the implications are particularly serious.
Persistent immune activation and impaired repair mechanisms occur during periods of active growth and development, raising concerns about long-term effects that may not be immediately visible.
SARS-CoV-2 infection has been shown to affect immune and inflammatory pathways even in infants and young children, whose immune systems and organs are still developing.
This suggests that long COVID is not a binary state.
Some degree of immune and metabolic disruption may occur in many infected individuals, even if only a subset develop symptoms severe enough to meet clinical definitions of long COVID.
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Can pathological processes continue in the brain without an active virus?
Yes.
The SARS-CoV-2 nucleocapsid (N) protein on its own can accelerate microglial aging by switching cellular metabolism toward glycolysis, leading to measurable memory impairment🧵
This study shows that the N protein is not biologically neutral.
Even in the absence of viral replication, it is sufficient to trigger long-lasting dysfunction in the brain.
What exactly is being damaged?
The primary target is microglia, the brain’s immune cells.
They are not merely activated.
They are metabolically reprogrammed.
COVID isn’t only about the virus being strong - but about the body’s ability to restore balance being disrupted. So a another direction is emerging -
instead of only studying what the virus does, researchers are looking at how the body’s regulatory systems break down🧵
A recent review shows that SARS-CoV-2 can block the cell’s clean-up system, which normally removes damaged molecules and leftover virus. When this system stalls, viral pieces remain, the immune system stays activated, and inflammation escalates.
A key regulator here is TFEB, which controls how cells recycle, generate energy, and coordinate immune responses. If TFEB is disrupted, it may help explain both severe inflammation in acute COVID and ongoing symptoms in Long COVID.
A new study mapped how SARS-CoV-2 variants disrupt human biology using a custom tool called BioEnrichPy.
Unlike typical pipelines, it automates the full workflow - data parsing, enrichment (GO/KEGG), stats, visual output🧵
Why this matters.
Variant-specific host interactions are usually analyzed manually - slow, fragmented, and error-prone.
BioEnrichPy standardizes this into a reproducible, scalable process that can handle large interactomes.
Effectively, it lets researchers ask -
Which human pathways are hijacked by Alpha, Delta, or Omicron - and how does this evolve over time?
A large peer-review study from China (40,537 people, 3 hospitals, 2021–2024) found that a single wave of SARS-CoV-2 infection (Omicron BA.5/BF.7) was followed by a measurable loss of T cells that lasted more than 20 months.
Not a small fluctuation - a durable shift in immunity.🧵
Study headline result.
~10% reduction in CD8+ T cells still present ~20 months after infection.
For an individual - maybe subtle.
For a population -a meaningful shift in antiviral capacity.
T cells matter because they handle clearing infected cells, keeping latent viruses in check, anti-tumor surveillance, immune regulation.
If they’re low for a long time, the immune system isn’t just recovering - it’s operating with reduced capacity.
A large new study published in JAMA Network Open examined 28 million adults in France (ages 18–59) over four years to assess the long-term risk of death after mRNA COVID-19 vaccination🧵
The bottom line - vaccinated individuals had about 25% lower risk of overall death (all-cause mortality) compared with people who never got vaccinated.
Among the youngest adults (18–29 years), vaccination was associated with an even larger reduction - roughly 35% lower mortality.
A new review by Miller, @VirusesImmunity at al. appeared in Trends in Immunology.
This isn’t a clinical guideline or treatment plan.
It’s a historical-immunological framework summarizing what we know about Long COVID - and especially what this knowledge implies🧵
Long COVID is far from rare. With an estimated 10% prevalence, it represents a real population-level burden.
Symptoms are varied and span many organ systems.
Long COVID is not one syndrome, but a collection of biological phenotypes, from cognitive dysfunction to microvascular and immunologic issues.
Common blood lab tests often come back normal.
This doesn’t mean the illness isn’t real - it means modern clinical diagnostics are blind to chronic, low-level immune dysregulation.
Our standard tools are optimized for acute disease, not long-term immunopathology.