Zdenek Vrozina Profile picture
Dec 1 • 12 tweets • 2 min read • Read on X
A new observational study examined whether metformin prescribed within the first week of SARS-CoV-2 infection reduces the risk of Long COVID - what it actually showsđź§µ
The authors used N3C electronic health records and a target trial emulation design to compare metformin vs several other COVID-related prescriptions.
After weighting, both groups had ~248 people.
The outcome was Long COVID (ICD-10 U09.9 or a computable phenotype) or death within 180 days.
Results.
Metformin group 4.0%
Control group 8.5%
Adjusted risk ratio 0.47
This suggests roughly a 50% lower risk of Long COVID/death when metformin is prescribed early.
The effect appeared stronger when treatment was given on day 0-1.
This is consistent with earlier signals.
The COVID-OUT randomized trial (also showing reduced LC risk)
Trials showing lower viral loads with metformin
Mechanistic work pointing to antiviral and immunomodulatory effects.
So yes - the overall direction is consistent.
But it’s still important to keep perspective.
This is another observational study!
Long COVID identification in EHRs is imperfect, actual medication use is unknown, and the effective sample size is small.
And the study was led by the same team that ran the original metformin RCT - which means this is not independent replication, but an internal consistency check.
Useful, but not a replacement for external confirmation.
Still, for many people with no accessible early treatments, every positive signal matters.
Metformin continues to be one of the very few interventions repeatedly showing potential benefit.
But we need independent, larger, rigorously designed studies - not more analyses coming from the same research circle.
We need a completely different level of effort. Truly independent teams, publicly funded programs, preregistered protocols, long-term follow-up, and transparent methods.
We need studies defining Long COVID with biological markers, not billing codes.
And above all, studies that provide independent, reproducible evidence that patients and clinicians can trust.
Long COVID is far too serious for partial evidence. People deserve better - and so does the science.
Bramante at al., Metformin at the time of Covid-19 infection and risk of Long Covid: A Target Trial Emulation Study. authorea.com/users/1004233/…

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More from @ZdenekVrozina

Dec 2
A new study from Germany looked at the eyes of people who recovered from COVID-19, even months later.
Using a non-invasive retinal imaging tool (OCTA), they found signs of microvascular injury - even in people who had only mild illness.
And it links to long COVID fatigueđź§µ
COVID-19 leaves microvascular damage, even after mild infection
People who had COVID-19 showed a larger foveal avascular zone (FAZ) - basically a patch in the retina where tiny capillaries are missing.
This was most pronounced in patients who were not hospitalized.
This is similar to patterns seen in diseases like diabetes and glaucoma, where it predicts future vision problems.
Read 18 tweets
Dec 1
A study comparing the immune system 3 months after COVID-19 and after influenza shows something clear.
SARS-CoV-2 leaves behind a far deeper and longer-lasting immune imprint than seasonal flu.
And the difference isn’t subtle🧵
Researchers used high-dimensional 40-marker CyTOF to map dozens of immune cell types in detail.
The result was so distinct that machine-learning models could accurately classify post-COVID vs post-flu individuals (AUC > 0.95).
The biggest differences appeared in chemokine receptors - the navigation system that tells immune cells where to go.
Post-COVID patients showed markedly increased CXCR3 and CCR6 across multiple lymphocyte populations (T, NK, pDC, monocytes).
This is a unusual and consistent signature.
Read 16 tweets
Nov 30
A new review breaks down what SARS-CoV-2 ORF/accessory proteins actually do - from interferon suppression to mitochondrial disruption. Here are the key points, followed by how some of these mechanisms compare to those used by HIVđź§µ
A new review makes something very clear.
SARS-CoV-2 doesn’t rely only on spike. It uses a broad arsenal of accessory proteins (APs) that shape
how severe the acute phase becomes,
which organs are affected,
and the biological conditions that make long-term sequelae more likely.
These proteins aren’t side notes - they’re central modules of pathogenesis.
The review goes protein by protein and shows a pattern we haven’t had clearly assembled before.
SARS-CoV-2 runs a multi-layer immune-evasion network.
Read 20 tweets
Nov 29
Cognitive PASC (COVID brain fog with measurable cognitive decline) isn’t just another flavor of long COVID.
This new important study shows its a biologically distinct condition that carries features resembling early neurodegenerative processes - even after mild COVIDđź§µ
Evidence of brain injury in cognitive PASC -
The cognitive PASC group shows clear signs of astroglial injury
elevated GFAP (astrocyte damage marker)
NfL not elevated, meaning no widespread axonal destruction
This suggests a chronic, low-grade neuroinflammatory–degenerative stress.
Structural changes in the cerebral cortex -
MRI reveals cortical thinning in regions essential for attention, memory and integrative processing
the cingulate cortex
the insula
the parahippocampal region
These are the same regions commonly affected in early neurodegenerative conditions.
Read 16 tweets
Nov 29
COVID can cause a long-lasting breakdown of immune homeostasis, where elevated IL-7 and IL-15 keep T cells activated for months after the acute infection.
In some people this dysregulated state becomes persistent - and may directly contribute to long COVIDđź§µ
This is an important shift in understanding. It’s not just that T cells stay activated - the key question is why.
The new study shows that the drivers are homeostatic cytokines that normally help rebuild the T-cell pool after infection.
The problem is that COVID causes a major loss of T cells (lymphopenia).
The body responds by ramping up IL-7 and IL-15 to help replenish them.
But these cytokines become so abundant that T cells remain on standby for months - even long after the virus has cleared from the airways.
Read 18 tweets
Nov 28
SARS-CoV-2 causes long-lasting structural changes in the brain - even in people without symptoms.
Recovered ≠ normal. In this study, every single recovered participant still showed measurable abnormalities.
And this is 6-12 months after infectionđź§µ
47 participants - Long COVID (19), recovered without symptoms (12), uninfected controls (16)
Multimodal 3T MRI - myelin (T1w/T2w), white matter microstructure (MD/AD/RD/FA), MR spectroscopy
Variant based on timing/location - Australia 2022–23, this was almost certainly Omicron
Headline?
Both post-COVID groups show clear structural brain differences.
Recovered often shows stronger myelin reorganization, while Long COVID shows more metabolic stress and some inflammation related diffusion patterns.
Read 21 tweets

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