Skip to content
  • About
  • Contact
  • Contribute
  • What Physicians Say
  • My Book
  • Careers
  • Podcast
  • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
KevinMD.com — Social media's leading physician voice
  • All
  • Physician
  • Burnout
  • Practice
  • Policy
  • Finance
  • Conditions
  • .edu
  • Patient
  • Meds
  • Tech
  • Social
    • All
    • Physician
    • Burnout
    • Practice
    • Policy
    • Finance
    • Conditions
    • .edu
    • Patient
    • Meds
    • Tech
    • Social
    • About
    • Contact
    • Contribute
    • What Physicians Say
    • My Book
    • Careers
    • Podcast
    • Speaking
  • About Kevin Pho, MD, Founder of KevinMD
  • Aging and dementia: what physicians say, in their own words
  • Artificial intelligence: what physicians say, in their own words
  • Be heard on social media’s leading physician voice
  • Cancer: what physicians say, in their own words
  • Children’s health: what pediatricians say, in their own words
  • Contact Kevin
  • COVID-19: what physicians wrote as it happened
  • Custom enhanced author page pricing
  • Diabetes and obesity: what physicians say, in their own words
  • Direct primary care: what physicians say, in their own words
  • DMCA Policy
  • End of life: what physicians say, in their own words
  • Establishing, Managing, and Protecting Your Online Reputation: A Social Media Guide for Physicians and Medical Practices
  • GLP-1 drugs: what physicians say about Ozempic and its successors, in their own words
  • Heart disease: what physicians say, in their own words
  • Immigration and medicine: what physicians say about immigrant doctors and immigrant patients, in their own words
  • KevinMD influencer opportunities
  • Medical errors: what physicians say, in their own words
  • Medical ethics: what physicians say, in their own words
  • Medical malpractice: what physicians say, in their own words
  • Medical school: what students and physicians say, in their own words
  • Mental health: what psychiatrists and physicians say, in their own words
  • Nursing: what nurses and physicians say, in their own words
  • Opinion and commentary by KevinMD
  • Opioids: what physicians and pain patients say, in their own words
  • Physician burnout speakers to keynote your conference
  • Physician burnout: what physicians say, in their own words
  • Physician Coaching by KevinMD
  • Physician keynote speaker: Kevin Pho, MD
  • Physician personal finance: what physicians say about their own money, in their own words
  • Physician Speaking by KevinMD: a boutique speakers bureau
  • Physician suicide: what physicians say, in their own words
  • Physicians and administrators: what physicians say about who runs medicine, in their own words
  • Primary care physician in Nashua, NH | Kevin Pho, MD
  • Primary care: what physicians say, in their own words
  • Prior authorization: what physicians say, in their own words
  • Privacy Policy
  • Private equity and corporate medicine: what physicians say, in their own words
  • Race and medicine: what physicians say, in their own words
  • Recommended services by KevinMD
  • Residency: what residents and attendings say, in their own words
  • Scope of practice: what physicians, nurse practitioners, and PAs say, in their own words
  • Subscribe to the KevinMD enhanced author page
  • Subscribe to the newsletter
  • Surgeons and surgery: what surgeons say, in their own words
  • Take-home messages: what physicians say when asked to leave one
  • Terms of Use Agreement
  • Thank you for subscribing to KevinMD
  • Thank you for upgrading to the KevinMD enhanced author page
  • The electronic health record: what physicians say, in their own words
  • Vaccines: what physicians say, in their own words
  • Violence against health care workers: what physicians and nurses say, in their own words
  • What physicians say: the KevinMD records
  • Women in medicine: what women physicians say, in their own words
  • Women’s health: what physicians say, in their own words

What’s trying to start the next pandemic? AI drug discovery and the quest for a pan-antiviral drug

Davey Smith, MD
Conditions and Diseases
January 28, 2024
Share
Tweet
Share

As the world continues to navigate the challenges posed by respiratory viruses, recent developments have highlighted the urgency of advancing our therapeutic arsenal, particularly in the realm of broad-spectrum antivirals.

1. Winter is here. It is winter again in the northern hemisphere, and with it come the known respiratory viruses like flu, RSV, and COVID-19. Recent reports have also identified a wave of childhood pneumonia in China, not entirely attributable to known pathogens, suggesting a potential emergence of new or mutating viruses with significant health implications. Whether it is something new or not, it’s still a problem.

Interestingly, the current winter illnesses across the globe are at least in part due to an “immunity debt.” This phenomenon arises from reduced exposure to various pathogens during pandemic-related lockdowns and social distancing measures, potentially leading to a lower level of population immunity and a subsequent increase in susceptibility to viral infections. This situation underscores the importance of having a pan-antiviral therapeutic strategy that can offer broad protection against a range of respiratory viruses.

What is new is the detection in the United Kingdom of the first human case of a swine flu strain (H1N2) and the rapid spread of H5N1 avian influenza, highlighting the dynamic and unpredictable nature of these pathogens. These developments signal a critical need for a more versatile and broad approach to antiviral therapy for respiratory infections.

2. Viral evolution and changes. Concerning influenza in particular, is the common way that the virus mixes its genes. Specifically, the virus mixes and matches its viral genes to make new combinations that produce a virus that the human immune system hasn’t seen before. A particularly alarming possibility is the combination of avian and swine flu viruses, which could lead to novel strains with higher transmissibility and virulence. Such a scenario would pose a considerable public health challenge, given the lack of pre-existing immunity and the current limitations of available antivirals.

Influenza is not the only virus that changes. As we have observed over the past three years, SARS-CoV-2, the virus that causes COVID-19, also evolves. We have seen variants from alpha to omicron, including many children of omicron. Humans were not the only animal species to be widely infected with SAR-CoV-2. Wild deer, big cats, gorillas, etc., all have experienced a COVID-19 pandemic, and the virus continues to evolve with each species. There is a possibility, maybe even high probability, that such viruses will evolve into variants that are no longer recognized by the immune responses that have developed in humans over the past three years. Basically, it will be a new virus to us, and it will spill back to humans, giving us round two of a coronavirus.

This risk further amplifies the need for drugs that are designed to target a broader spectrum of RNA viruses.

3. Need to think bigger. Most antiviral treatments have been designed with the “one virus, one antiviral” strategy in mind. Some antivirals, for example, target only one strain of the virus; these include the adamantane family, which targets only Influenza A, and nirmatrelvir, which targets SARS-CoV-2 protease.

Most efforts to create broad-range antivirals to target RNA viruses have been the RNA-dependent RNA-polymerase (RdRp), which is an enzyme present in all single-stranded RNA viruses and is required in their life cycle. Since the host does not have a comparable protein, unlike other viral targets, there is a lower chance of unforeseen side effects when a drug inhibits it. Historically, the most potent RdRp inhibitors were nucleoside analogs, which impede viral reproduction by mimicking natural nucleosides during viral genetic replication. However, there is concern that these compounds may integrate into the host genes, causing genotoxicity, or interrupting host polymerase function. While such drugs have proven very effective in viral infections like HIV, Hepatitis C, and even SARS-CoV-2, they have not been able to demonstrate much cross-virus activity, with each drug needing to be tailored for each target virus. Additionally, because of their chemical makeup, nucleoside analogs have certain drawbacks, such as poor lung penetration and often poor oral bioavailability.

To discover a better drug with broad antiviral activity, some groups and companies are increasingly turning to artificial intelligence (AI) to find the similarities between respiratory viruses like SARS-CoV-2, influenza, and RSV that can be targeted, thus developing drugs with broadly acting antiviral activity. Such new technology can also uncover unique viral biology and identify compounds that have unique mechanisms of action against viral proteins, like RdRp. Given that RdRp is present in most RNA viruses, perhaps new drugs can target a broad range of non-respiratory viruses of pandemic potential, like Ebola, Nipha, Enterovirus D68, etc. Wouldn’t it have been amazing if we had a broadly acting antiviral on the shelf before COVID-19 started?

Davey Smith is an infectious disease physician.

Prev

Beyond the myths: ADHD explained in powerful comics

January 28, 2024 Kevin 0
…
Next

Holistic success and happiness in medicine [PODCAST]

January 28, 2024 Kevin 0
…

Tagged as: Infectious Disease

< Previous Post
Beyond the myths: ADHD explained in powerful comics
Next Post >
Holistic success and happiness in medicine [PODCAST]

 

ADVERTISEMENT

Related Posts

  • How the COVID-19 pandemic highlights the need for social media training in medical education 

    Oscar Chen, Sera Choi, and Clara Seong
  • Drug ads are a campaign against physician trust

    Judy Salz, MD
  • The complications of drug regulation

    Julie Craig, MD
  • Should drug use be decriminalized?

    Katya Korol and Sarah Fraser, MD
  • The promise of in silico drug development to improve patient outcomes

    Tanja Dowe
  • Drug advertising has helped created victim politics

    Martha Rosenberg

More in Conditions and Diseases

  • Shift work and circadian rhythms shape the 24/7 workplace

    Deepak Gupta, MD
  • Telehealth and postpartum psychosis defy simple blame

    Rabia Cheema, MD
  • Underage online gambling needs more than a checkbox

    Kayvan Haddadan, MD
  • Why must fourth trimester care begin after delivery?

    Allison P. Boyle, DPA, PA-C
  • Nutrition during cancer treatment is more than calories

    Dr. Manjari Chandra
  • Why witnessing death outside the hospital felt different

    Denise Moulton, RN
  • Most Popular

  • Past Week

    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications
    • Surgical judgment: the skill no one sees from the gallery

      Mustafa Kemal Çalık, MD | Physician
    • Why haven’t ambient AI scribes boosted productivity?

      Karan Kanwar | Health Technology
    • 3 reforms to counter wellness influencers in practice

      Farid Sabet-Sharghi, MD | Physician
    • Physician well-being is not an individual problem

      Heather Buckley | Conditions and Diseases
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • 3 reforms to counter wellness influencers in practice

      Farid Sabet-Sharghi, MD | Physician
    • Shift work and circadian rhythms shape the 24/7 workplace

      Deepak Gupta, MD | Conditions and Diseases
    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • The next child

      Medicaid managed care and the case for mutual stewardship

      Steven Merahn, MD | Health Policy
    • Choosing a limb lengthening surgeon requires accountability

      Hrayr Basmajian, MD | Physician
    • Cited but never checked

      Why AI crisis advice may fail families facing psychosis

      Nicole Drapeau Gillen | Health Technology

Subscribe to KevinMD and never miss a story!

Get free updates delivered free to your inbox.


Find jobs at
Careers by KevinMD.com

Search thousands of physician, PA, NP, and CRNA jobs now.

Learn more

Leave a Comment

Founded in 2004 by Kevin Pho, MD, KevinMD.com is the web’s leading platform where physicians, advanced practitioners, nurses, medical students, and patients share their insight and tell their stories.

Social

  • Like on Facebook
  • Follow on Twitter
  • Connect on Linkedin
  • Subscribe on Youtube
  • Instagram

ADVERTISEMENT

  • Most Popular

  • Past Week

    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • The conflict of interest that discloses as nothing

      Martha Rosenberg | Medications
    • Surgical judgment: the skill no one sees from the gallery

      Mustafa Kemal Çalık, MD | Physician
    • Why haven’t ambient AI scribes boosted productivity?

      Karan Kanwar | Health Technology
    • 3 reforms to counter wellness influencers in practice

      Farid Sabet-Sharghi, MD | Physician
    • Physician well-being is not an individual problem

      Heather Buckley | Conditions and Diseases
  • Past 6 Months

    • Why CDC opioid guidelines get the overdose data wrong

      Richard A. Lawhern, PhD | Conditions and Diseases
    • Retirement isn’t the end of medicine, it’s a second act [PODCAST]

      The Podcast by KevinMD | Podcast
    • Sensory processing in autism and the brain’s volume control

      Josette Pelatan, PhD | Conditions and Diseases
    • What maternity care deserts cost a town

      Manisha Kaliaperumal | Health Policy
    • Why medicine needs a national physician license now

      Vaishali Popat, MD, MPH | Physician
    • A cold cost $945. The cost of primary care is broken.

      Susan Newman, MD | Physician
  • Recent Posts

    • 3 reforms to counter wellness influencers in practice

      Farid Sabet-Sharghi, MD | Physician
    • Shift work and circadian rhythms shape the 24/7 workplace

      Deepak Gupta, MD | Conditions and Diseases
    • Paid for twice

      Physicians paid for G2211 twice. Most never bill it.

      Michael Duben, MD | Physician Finance
    • The next child

      Medicaid managed care and the case for mutual stewardship

      Steven Merahn, MD | Health Policy
    • Choosing a limb lengthening surgeon requires accountability

      Hrayr Basmajian, MD | Physician
    • Cited but never checked

      Why AI crisis advice may fail families facing psychosis

      Nicole Drapeau Gillen | Health Technology

Copyright © 2026 KevinMD.com | Powered by Astra WordPress Theme

  • Terms of Use Agreement
  • Privacy Policy
  • DMCA Policy
All Content © KevinMD, LLC
Site by Outthink Group

Leave a Comment

Comments are moderated before they are published. Please read the comment policy.

Loading Comments...