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Breaking: Symptoms are Different Between Vaccine Injured and Long COVID - Yale LISTEN Study

2025-08-28 Education
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Drbeen Medical Lectures
Drbeen Medical Lectures
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Yale Study Distinguishes Long COVID and Post-Vaccine Syndrome Symptom Profiles

Learn how researchers successfully identified distinct clinical profiles separating Long COVID from Post-Vaccine Syndrome using machine learning on patient data. This analysis offers critical paths toward refining diagnosis and targeting personalized treatments for these related chronic illnesses.

Short Summary

  • Researchers achieved 79% accuracy in classifying patients using symptom clusters derived from AI algorithms.
  • Long COVID frequently features respiratory and cognitive overlap (brain fog, altered smell/taste).
  • Post-Vaccine Syndrome (PVS) highlights distinct peripheral symptoms like burning sensations, neuropathy, and numbness.
  • Treatment patterns reveal PVS patients heavily rely on non-mainstream interventions (e.g., black seed oil, intermittent fasting).
  • These symptomatic distinctions suggest different underlying biological mechanisms drive LC and PVS.

This discussion reviews a groundbreaking cross-sectional study collaborating the Yale LISTEN study team and React19.Org researchers. The work quantifies the symptomatic overlap while rigorously isolating the differences between Long COVID and PVS for the first time. Understanding these distinct fingerprints is vital for moving beyond ambiguity in diagnosing and managing these conditions.

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Description

In this groundbreaking study Yale LISTEN study team in collaboration with researchers form React19.Org have reported the difference between the symptoms of long COVID and Post-vaccine Syndrome (PVS). For the first we can say with confidence that these two diseases can be distinguished from each other. This also means their pathogenesis could be different as well. At the same time, there is a huge set of symptoms that are common between the two diseases. The reason for that could be the common pathogenic factor i.e. the spike protein. This study will lead to better diagnosis and management of these two diseases. Let's review this study together. Find more lectures and earn CMEs at https://www.drbeen.com Whether you're a healthcare professional or simply health-conscious, this discussion offers valuable strategies backed by the latest research. 💙 Want to support this work? ☕ Buy me a coffee: https://www.buymeacoffee.com/DrMobeenSyed 🎥 Become a patron: https://www.patreon.com/mobeensyed?fan_landing=true 💵 PayPal: https://paypal.me/mobeensyed?locale.x=en_US 📬 My Substack: https://mobeensyedmd.substack.com/ Disclaimer: This video is not intended to provide assessment, diagnosis, treatment, or medical advice; it also does not constitute provision of healthcare services. The content provided in this video is for informational and educational purposes only. Please consult with a physician or healthcare professional regarding any medical or mental health related diagnosis or treatment. No information in this video should ever be considered as a substitute for advice from a healthcare professional. URL list from Thursday, Mar. 20 2025 19:43 PM URL list from Wednesday, Aug. 27 2025 17:03 PM Courses | DrBeen https://members.drbeen.com/courses Comparative Analysis of Long COVID and Post-Vaccination Syndrome: A Cross-Sectional Study of Clinical Symptoms and Machine Learning-Based Differentiation | medRxiv https://www.medrxiv.org/content/10.1101/2025.08.14.25333639v1#:~:text=Findings%20In%20this%20cross%2Dsectional,sensations%2C%20neuropathy%2C%20and%20numbness. Comparative Analysis of Long COVID and Post-Vaccination Syndrome: A Cross-Sectional Study of Clinical Symptoms and Machine Learning-Based Differentiation https://www.medrxiv.org/content/10.1101/2025.08.14.25333639v1.full.pdf Immune markers of post-vaccination syndrome indicate future research directions | Yale News https://news.yale.edu/2025/02/19/immune-markers-post-vaccination-syndrome-indicate-future-research-directions Immunological and Antigenic Signatures Associated with Chronic Illnesses after COVID-19 Vaccination | medRxiv https://www.medrxiv.org/content/10.1101/2025.02.18.25322379v2

Top Comments (10)

@oibal60 2025-08-28

So glad I'm still in the control group. UNjabbed, 64yr old male, healthy AF.

64 3 replies
@Stan-b3v 2025-08-28

That is a study designed to show that the vaccine injuries are no more serious than the Covid injuries. But, they don’t stipulate that those with ‘long Covid’ are unvaccinated. Almost all of the studies I’ve seen fail to show or deferentiate between whether or not the participants are vaccinated.

54 11 replies
@virusagiviru 2025-08-28

Should be compared with un vaccinated people. Vaccinated no Covid v/s unvaccinated no Covid would be the right cohort . Is there such a study ?

31 7 replies
@carollee594 2025-08-28

Would like to see focus research on covid vaccine injuries in pediatric populations. Especially after the AAP recommendations all children under 2 should receive vaccine.

28 2 replies
@MeC4141 2025-08-28

Neurological is often demyelination. As someone who multiple GPs, three hematologists, a cardiologist, an endocrinologist and probably others I’ve forgotten missed a severe B12 problem. Moving MCV lab ranges is a piece of this problem but they couldn’t seem to read macrocytosis even before that because of the fact we can’t seem to even recognize iron deficiency anemia without frank anemia and the play on MCV is concerning. As well doctors are not aware that a B12 serum does NOT represent what’s able and activated to enter a cell. Who’s looking at intrinsic factor. What about parietal cells. What if they’re damaged and lost. What if there’s some viral overuse in the body. Not to mention SIBO and other gastric issue also tie in and leave many malabsorbed. They also think a couple B12 shots last months because of the previous misunderstandings. I didn’t feel a thing until around my 30th injection. And yet while told my labs were great I was losing the ability to walk and having dementia like episodes before I figured it out. B vitamins and magnesium are need for myelin. Maybe y’all should start there with body basics. What drives a body is vitamins and nutrients. Pharma just learned how to trip it all up and make some cash. Sometimes it’s simpler if one widens their view to see the up and downstream and what’s needed for cellular function. There’s a doctor in Spain that’s studying long covid and B12 and it likely will connect with vax injuries as well given how the body works. Hundreds of thousands of us that had to self treat to save ourselves are begging the medical community to dive into the B vitamins and minerals. Our future function could rely on it.

8
@MissLibertarian 2025-08-28

Litigators need to know about this study.

6
@bintjesvideokanaal 2025-08-28

Most ppl with complains after vaccination experience those many weeks or months after the shot. Like me. Then you call it LC and don’t think of the vaccine. And I can assure you: The damage is massive with zero support from my GP. Because everydays doctors don’t know what to do. So millions world wide suffer and suffer and are silenced and forgotten.

6
@BATCHEN2461 2025-08-29

I got vax injured. Been almost 4 years and still have burning scalp and face 😭

5
@AshokSable-u5r 2025-08-29

I spent so long trying to heal that it became another form of pain — every night with candles, journals, visualizations, hoping for a sign, but all I got was silence, until one night I saw a comment that said “Nature of Manifestation by Aven Vox is for people DONE with the fluff and ready for the real shift,” and I don’t know why but that line got to me — I read it, and it didn’t comfort me, it challenged me — and that’s what changed me, because after I applied what it said, life started moving in ways I hadn’t seen in years, and it finally made sense why nothing else worked.

1
@MrSlim4163 2025-09-22

Shout out to all of the remaining pure bloods! ❤💪🏻

1

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