Longevity gene therapy and AI – What is on the horizon?

Longevity Gene Therapy
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Longevity gene therapy and AI – What is on the horizon?

Gene therapy holds promise for extending human lifespan and enhancing healthspan by targeting genes associated with aging processes. Longevity gene therapy, particularly interventions focusing on genes like TERT (telomerase reverse transcriptase), Klotho, and Myostatin, is at the forefront of experimental research. Companies such as Bioviva, Libella, and Minicircle are pioneering these interventions, albeit with varying degrees of transparency and scientific rigor.

TERT, Klotho, and Myostatin in Longevity

  • TERT: The TERT gene encodes for an enzyme essential in telomere maintenance, which is linked to cellular aging. Overexpression of TERT in model organisms has shown potential in lengthening telomeres, potentially delaying aging.
  • Klotho: This gene plays a crucial role in regulating aging and lifespan. Klotho protein has been associated with multiple protective effects against age-related diseases.
  • Myostatin: Known for its role in regulating muscle growth, inhibiting Myostatin can result in increased muscle mass and strength, which could counteract some age-related physical decline.

The Experimental Nature of Longevity Gene Therapy

The application of gene therapy for longevity remains largely experimental. Most available data come from preclinical studies, primarily in animal models. Human data are scarce, raising questions about efficacy, safety, and potential long-term effects. The ethical implications of these experimental treatments, especially in the absence of robust data, are significant, touching on issues of access, consent, and potential unforeseen consequences.

Companies Offering Longevity Gene Therapy

  • Bioviva: Notably involved in this field, Bioviva has been vocal about its endeavors in gene therapy for aging. While they have published some data from mouse studies, human data remain limited.
  • Libella and Minicircle: These companies also offer longevity gene therapies but face similar challenges in providing comprehensive human data to back their claims.

Industry Perspective vs. Public Discourse

The discourse around longevity gene therapy is predominantly shaped by those within the industry, such as Liz Parrish of Bioviva and Bryan Johnson. While their insights are valuable, they may also be biased towards promoting their interventions. The lack of widespread discussion on platforms like Reddit and Twitter, especially from independent sources or those outside the industry, points to a need for greater transparency and peer-reviewed research.

Longevity Gene Therapy
Longevity Gene Therapy

Ethical and Regulatory Considerations

The ethical and regulatory landscape for gene therapy is complex, particularly for treatments aimed at non-disease conditions like aging. The experimental status of longevity gene therapies raises significant ethical questions, particularly around informed consent and the potential long-term impacts. Regulatory bodies are tasked with balancing the potential benefits of such innovative treatments against the risks and ethical concerns, requiring a robust framework for clinical trials and approval processes.

Longevity Gene Therapy and AI

Integrating Artificial Intelligence (AI) into longevity gene therapy represents a groundbreaking intersection of biotechnology and computational sciences. AI and machine learning algorithms are increasingly employed to decipher complex biological data, predict the impacts of genetic modifications, and optimize therapy designs. In the context of longevity gene therapy, AI can analyze vast datasets from genomics, proteomics, and metabolomics to identify new therapeutic targets, understand the intricate mechanisms of aging, and predict individual responses to gene therapies. This computational power enables researchers to simulate the effects of gene editing or modulation before actual clinical application, enhancing the precision and safety of therapies. Furthermore, AI-driven platforms facilitate the personalized tailoring of gene therapy interventions, taking into account the unique genetic makeup of each individual, which is crucial for effective and minimally invasive treatment strategies. The synergy between AI and longevity gene therapy accelerates the pace of discovery and development in this field, promising more rapid translation of research findings into clinical applications that could extend human healthspan and lifespan.

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Moving Forward

For longevity gene therapy to advance from experimental to accepted medical practice, several key developments are needed:

  • Robust Human Clinical Trials: Rigorous, peer-reviewed clinical trials involving human participants are essential to establish the safety and efficacy of gene therapies for longevity.
  • Transparency and Peer Review: Open sharing of data and peer-reviewed publication of results can help build credibility and foster a more informed public discourse.
  • Ethical and Regulatory Frameworks: Developing clear ethical guidelines and regulatory pathways for these therapies will be crucial in ensuring they are deployed responsibly.

The future of longevity gene therapy is fraught with challenges but also holds immense promise. As the field evolves, a multidisciplinary approach involving scientists, ethicists, regulators, and the public will be crucial in realizing its potential in a responsible and beneficial manner.

Longevity gene therapy and AI: Annex

What are the top 10 most promising potential longevity therapies being researched?

I think the idea of treating aging as a disease that’s treatable and preventable in some ways is a really necessary focus. The OP works with some of the world’s top researchers using HBOT as part of that process to increase oxygen in the blood and open new pathways in the brain to address cognitive decline and increase HealthSpan (vs. just lifespan). Pretty cool stuff!

HBOT in longevity research stands for “hyperbaric oxygen therapy.” It has been the subject of research for its potential effects on healthy aging. Several studies have shown that HBOT can target aging hallmarks, including telomere shortening and senescent cell accumulation, at the cellular level. For example, a prospective trial found that HBOT can significantly modulate the pathophysiology of skin aging in a healthy aging population, indicating effects such as angiogenesis and senescent cell clearance. Additionally, research has demonstrated that HBOT may induce significant senolytic effects, including increasing telomere length and decreasing senescent cell accumulation in aging adults. The potential of HBOT in healthy aging and its implications for longevity are still being explored, and further research is needed to fully understand its effects and potential applications.

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2- Are they also looking into HBOT as a treatment for erectile dysfunction?

Definitely! Dr. Shai Efrati has been doing research around that and had a study published in the Journal of Sexual Medicine. Dr. Efrati and his team found that 80% of men “reported improved erections” after HBOT therapy: https://www.nature.com/articles/s41443-018-0023-9

3- I think cellular reprogramming seems to be one of the most promising approaches https://www.lifespan.io/topic/yamanaka-factors/

4-Next-gen senolytics (eg, Rubedo, Oisin, Deciduous).

Cellular rejuvenation aka partial reprogramming (as someone else already said) but not just by Yamanaka (OSKM) factors or cocktail variants but also by other novel Yamanaka-factor alternatives.

Stem cell secretions.

Treatments for aging extra-cellular matrix (ECM).

5- Rapamycin is the most promising short term.


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I see a lot of people saying reprogramming, and I think the idea is promising but as someone who worked on reprogramming cells in vitro I can tell you that any proof of concepts in vivo large animal models is far aways.

6- Blood focused therapies ( dilution, plasma refactoring, e5, exosomes) perhaps look at yuvan research.

7- I think plasmapheresis is a technology most likely to be proven beneficial in the near term and also a technology that can be scaled and offered for reasonable prices.

8- Bioelectricity, if we succeed in interpreting the code of electrical signals By which cells communicate , we can control any tissue growth and development including organs regeneration

9- Gene therapy and reprogramming will blow the lid off the maximum lifespan. Turning longevity genes on/expressing proteins that repair cellular damage and reversing epigenetic changes that occur with aging.

10- I don’t think anything currently being researched (that we know of) has the potential to take us to immortality. That’ll likely end up requiring some pretty sophisticated nanotechnology. However, the important part isn’t getting to immortality, but getting to LEV. In that respect, I’d say senolytics and stem cell treatments are both looking pretty promising. (And can likely achieve more in combination than on their own.)

11- Spiroligomers to remove glucosepane from the ECM.

12- Yuvan Research. Look up the recent paper they have with Steve Horvath on porcine plasma fractions.

13- This OP thinks most of the therapies being researched will end up having insignificant effects. The only thing that looks promising to me is new tissue grown from injected stem cells or outright organ replacement. Nothing else will address DNA damage, which results in gene loss, disregulation of gene expression, and loss of suppression of transposable elements.

14- A couple that haven’t been mentioned:

Cancer:

  • The killer T-cells that target MR-1 and seem to be able to find and kill all common cancer types.

  • Also Maia Biotech’s THIO (“WILT 2.0”)

Mitochondria: Mitochondrial infusion that lasts or the allotopic expression of the remaining proteins SENS is working on.

15- Look for first updates coming from altos labs.

Altos Labs is a biotechnology research company focused on unraveling the deep biology of cell rejuvenation to reverse disease and develop life extension therapies that can halt or reverse the human aging process. The company’s goal is to increase the “healthspan” of humans, with longevity extension being an “accidental consequence” of their work. Altos Labs is dedicated to restoring cell health and resilience through cell rejuvenation to reverse disease, injury, and disabilities that can occur throughout life. The company is working on specialized cell therapies based on induced pluripotent stem cells to achieve these objectives. Altos Labs is known for its atypical focus on basic research without immediate prospects of a commercially viable product, and it has attracted significant investment, including a $3 billion funding round in January 2022. The company’s research is based on the fundamental biology of cell rejuvenation, aiming to understand and harness the ability of cells to resist stressors that give rise to disease, particularly in the context of aging.

16not so much a “therapy” but I think research into growing human organs may be very promising long term. Being able to get organ transplants made from your own cells means zero rejection issues and no limitations of supply for transplants. Near term drugs like rampamycin show good potential for slowing the aging process and are in human trials.

What is biological reprogramming technology?

Biological reprogramming technology involves the process of converting specialized cells into a pluripotent state, which can then be directed to become a different cell type. This technology has significant implications for regenerative medicine, disease modeling, and drug discovery. It is based on the concept that a cell’s identity is defined by the gene regulatory networks that are active in the cell, and these networks can be controlled by transcription factors. Reprogramming can be achieved through various methods, including the introduction of exogenous factors such as transcription factors. The process of reprogramming involves the erasure and remodeling of epigenetic marks, such as DNA methylation, to reset the cell’s epigenetic memory, allowing it to be directed to different cell fates. This technology has the potential to create new cells for regenerative medicine and to provide insights into the fundamental basis of cell identity and disease.

See also

Links to external Longevity-related sites

AgingBiotech.info

LongevityList

Longevity Wiki

Outline of Life Extension on Wikipedia

Index of life extension related Wikipedia articles

Accelerate cure for Alzheimers
Aging in Motion
Aging Matters
Aging Portfolio
Alliance for Aging Research
Alliance for Regenerative Medicine
American Academy of Anti-Aging Medicine
American Aging Association
American Federation for Aging Research
American Society on Aging
Blue Zones – /r/BlueZones
Brain Preservation Foundation
British Society for Research on Aging
Calico Labs
Caloric Restriction Society
Church of Perpetual Life
Coalition for Radical Life Extension
Cohbar
Dog Aging Project
ELPI Foundation for Indefinite Lifespan
Fight Aging! Blog
Found My Fitness
Friends of NIA
Gerontology Wiki
Geroscience.com
Global Healthspan Policy Institute
Health Extension
Healthspan Campaign
HEALES
Humanity+ magazine
Humanity+ wiki
International Cell Senescence Association
International Longevity Alliance
International Longevity Centre Global Alliance
International Society on Aging and Disease
Juvena Therapeutics
Leucadia Therapeutics
LEVF
Life Extension Advocacy Foundation
Life Extension Foundation
Lifeboat Foundation
Lifespan.io
Longevity History
Longevity Vision Fund
LongLongLife
Loyal for Dogs Lysoclear
MDI Biological Laboratory
Methuselah Foundation
Metrobiotech
New Organ Alliance
Nuchido
Oisin Biotechnologies
Organ Preservation Alliance
Palo Alto Longevity Prize
Rejuvenaction Blog
Rubedo Life Sciences
Samumed
Senolytx
SENS
Stealth BioTherapeutics
The War On Aging
Unity Biotechnologies
Water Bear Lair

Good Informational Sites:

Programmed Aging Info
Senescence Info
Experimental Gerontology Journal
Mechanisms of Ageing and Development Journal

Schools and Academic Institutions:

Where to do a PhD on aging – a list of labs

Alabama Research Institute on Aging
UT Barshop Institute
Biogerontology Research Foundation
Buck Institute
Columbia Aging Center
Gerontology Research Group
Huffington Center on Aging
Institute for Aging Research – Harvard
Iowa State University Gerontology
Josh Mitteldorf
Longevity Consortium
Max Planck Institute for Biology of Aging – Germany
MIT Agelab
National Institute on Aging
Paul F. Glenn Center for Aging Research – University of Michigan
PennState Center for Healthy Aging
Princeton Longevity Center
Regenerative Sciences Institute
Kogod Center on Aging – Mayo clinic
Salk Institute
Stanford Center on Longevity
Stanford Brunet Lab
Supercenterian Research Foundation
Texas A&M Center for translational research on aging
Gerontological Society of America
Tufts Human Nutrition and Aging Research
UAMS Donald Reynolds Center on Aging
UCLA Longevity Center
UCSF Memory and Aging Center
UIC Center for research on health and aging
University of Iowa Center on Aging
University of Maryland Center for research on aging
University of Washington Biology of Aging
USC School of Gerontology
Wake Forest Institute of Regenerative Medicine
Yale Center for Research on Aging

A Daily Chronicle of AI Innovations in February 2024

  • China already has the capability of making extremely realistic 1-min long AI videos
    by /u/PotentialKlutzy9909 (Artificial Intelligence) on July 16, 2026 at 3:32 pm

    While the US government was making silly Trump-Jesus images, China has been secretly creating extremely realistic AI propaganda videos and releasing them on social media. A video titled "Reassuring! The state police keeps us all safe" went viral on Chinese social media but few could tell it was actually fake. The 1-min long AI video is so well made that it's hard to tell even given the clues. Does the US have the capability of making such realistic/consistent minute long AI videos? Are the Chinese ahead in the AI race? (To save the trouble of debating whether it's fake or real, here are some strong indicators:) 1. the Chinese characters on the green road sign are typical AI gibberish 2. The zebra crossing has only three lines, it's unfinished in the middle of the road 3. At 0:06 when the guy wearing the black helmet landed his scooter, you can hear the landing sound so loud and clearly and you can see the whole screen shaked for ~0.5s. Neither makes any sense unless the scooter weighted 5 tons. 4. From 0:09 to 0:14, two items were dropped on the ground and you can hear the sound very clearly as if they are dropped in a kitchen. When the police pushed the old man, you can hear the sound of him hitting the ground too. If that weren't fake, the man would have had very serious head injuries. All impossible when recording with a phone in a noisy street. 5. Around 0:20-0:24, a guy walks into the road in the background. This guy moves his arm around 0:22-0:24, and the middle of his arm appears to glitch in and out of existence. 6. At 0:46, watch in 0.25x how the guy in red riding a scooter turned his head 90 degrees in 0s. 7. At 0:51, the guy's hand emerges from his back as a discolored bud before becoming a full hand. 8. None of the shadows under automobiles is correct 9. The way the old man bounced on the ground like rubber is typical AI submitted by /u/PotentialKlutzy9909 [link] [comments]

  • ChatGPT vs Claude
    by /u/Livanie (Artificial Intelligence) on July 16, 2026 at 3:17 pm

    Hi, this has probably already been posted but I couldn't find it. But as someone who has used ChatGPT & Claude for work I have a question: which one do you prefer? For ChatGPT (although I have never automated anything with it) I did find that making reports and writing texts work better. E.g.: if I told them: less chatgpt and more human I got better results. Whereas I feel like Claude might be better for automations but I do not like the way it write, you can clearly tell it is AI and it is not nice to read, the flow is disruptive if you know what I mean. Every line. Has a stop. For extra dramatic. Effect. << Like that Am I missing something or am I doing something wrong or does anyone have the same feeling? Thank you in advance, submitted by /u/Livanie [link] [comments]

  • Do AI/ML research labs actually use agent frameworks (LangGraph, OpenAI Agents SDK, CrewAI, etc.), or do they build everything from scratch?
    by /u/One_Fix5763 (Artificial Intelligence) on July 16, 2026 at 2:49 pm

    I'm trying to understand what the workflow looks like in research labs (especially PhD labs and university groups) that work on LLMs, AI agents, or applied AI. I'm planning to study in graduate school in Computer Science. There are now a lot of agent frameworks and tools available, such as: OpenAI Agents SDK LangChain / LangGraph CrewAI Google ADK AutoGen Semantic Kernel MCP PydanticAI Agno Mastra Do research groups actually use these frameworks in their projects, or do they mostly implement their own orchestration, tool calling, memory, and agent loops directly in Python? Or maybe it's a mixture of both ? I can understand why companies might use frameworks to ship products faster, but I'm curious about academia, where reproducibility and experimental control matter more. Some specific questions: If you're a PhD student or researcher, what does your codebase typically look like? Are frameworks common, or are they considered too opinionated? Which parts do you usually implement yourself (agent loop, planning, memory, RAG, evaluation, tracing, etc.)? Are there any frameworks that have become standard in research labs? If you're publishing papers, do reviewers or collaborators prefer minimal dependencies? I'd especially love to hear from PhD students, professors, or research engineers working on LLMs or AI agents. Thanks! submitted by /u/One_Fix5763 [link] [comments]

  • AI Executives Add Personal Security as Backlash Turns Violent
    by /u/Justgototheeffinmoon (Artificial Intelligence) on July 16, 2026 at 2:00 pm

    TL;DR In April, someone threw a Molotov cocktail at Sam Altman's San Francisco home, and a second attack days later added gunfire to the property. Data Center Watch found organized opposition groups roughly doubled from 396 at the end of 2025 to 833 by the end of March 2026, spanning 49 states. Opponents blocked or delayed at least 75 data-center projects worth about $130 billion in the first quarter of 2026 alone. In April, someone threw a Molotov cocktail at Sam Altman's San Francisco home, and within days a second attack put gunfire into the property. The Wall Street Journal reports that AI executives are hardening personal security as opposition to the industry moves from online posts into the physical world. Prosecutors say Daniel Moreno-Gama, the 20-year-old accused in the first attack, traveled from Texas to San Francisco intending to kill Altman, and had writings on him about AI's purported risk to humanity. He faces two counts of attempted murder and attempted arson in California state court. Two more suspects were later arrested in connection with the second incident. Around the same time, The Information described Silicon Valley leaning into a new breed of bodyguards for AI leadership. aiweekly.co/alerts/ai-executives-add-personal-security-as-backlash-turns-violent submitted by /u/Justgototheeffinmoon [link] [comments]

  • Alexandr Wang (Scale AI → Meta Superintelligence Labs) explains why a small 'cracked' team always beats a bloated one
    by /u/cen6wkf (Artificial Intelligence (AI)) on July 16, 2026 at 1:50 pm

    Alexandr Wang just did his first long interview since Meta paid a fortune to bring him in — and the most useful part wasn't the gossip, it was the mechanism. 🧠 His actual argument: a small team where everyone is genuinely elite will always move faster than a large one where responsibility gets spread across a "melange." Not a hot take — he ran an entire $14B lab rebuild on it. Worth sitting with if you've ever felt your own output get lost inside a bigger structure. The fix isn't more headcount. It's less dilution. DM for credit or removal request (no copyright intended) © All rights and credits reserved to the respective owner(s). #ScaleAI #MetaAI #CareerGrowth submitted by /u/cen6wkf [link] [comments]

  • AI Executives Add Personal Security as Backlash Turns Violent
    by /u/Justgototheeffinmoon (Artificial Intelligence) on July 16, 2026 at 1:46 pm

    TL;DR In April, someone threw a Molotov cocktail at Sam Altman's San Francisco home, and a second attack days later added gunfire to the property. Data Center Watch found organized opposition groups roughly doubled from 396 at the end of 2025 to 833 by the end of March 2026, spanning 49 states. Opponents blocked or delayed at least 75 data-center projects worth about $130 billion in the first quarter of 2026 alone. The pressure isn't only on the people at the top. According to the Data Center Watch Q1 2026 report, organized opposition groups roughly doubled from 396 at the end of last year to 833 by the end of March, spanning 49 states, and opponents blocked or delayed at least 75 projects worth about $130 billion in a single quarter. That is a very different problem from a viral tweet. It is permits denied, votes lost, sites relocated https://aiweekly.co/alerts/ai-executives-add-personal-security-as-backlash-turns-violent submitted by /u/Justgototheeffinmoon [link] [comments]

  • do you guys have friends like him?
    by /u/PROfil_Official (Artificial Intelligence) on July 16, 2026 at 1:39 pm

    "just wondering what's on everyone's mind in this subreddit. no fluff, no trouble, just plain curious." hahahahahaha submitted by /u/PROfil_Official [link] [comments]

  • Do AI consultants actually know AI, or is half of it just confident bluffing?
    by /u/Few-Garlic2725 (Artificial Intelligence) on July 16, 2026 at 1:13 pm

    I keep seeing more AI consultants pop up everywhere, LinkedIn, agencies, startup circles, even local business groups. Some of them seem legit: they understand workflows, automation, LLM limitations, data privacy, integration costs, and where AI actually creates value. But others feel like they learned a few buzzwords, made a ChatGPT prompt pack, and now sell AI transformation strategy for thousands of dollars. Do AI consultants really need deep technical knowledge to be useful? Or is the real value just helping non-technical businesses understand what’s possible and where to start? Because on one hand, most businesses don’t need a machine learning researcher. They need someone who can say: This process can be automated. This shouldn’t use AI. This tool is risky for customer data. This workflow will save your team 10 hours a week. But on the other hand, if a consultant doesn’t understand the limitations, hallucinations, model differences, security issues, API costs, or implementation complexity… aren’t they just selling hype? Feels like the AI consulting space is becoming a mix of real experts, smart operators, and pure bluffers. submitted by /u/Few-Garlic2725 [link] [comments]

  • What happens when AI runs out of human-made data?
    by /u/Hafam_Hock (Artificial Intelligence) on July 16, 2026 at 12:36 pm

    The amount of digital content created by humans may be enormous, but it is still finite. As AI models consume more and more of it, how will future models be trained? Will they rely mostly on synthetic data generated by other AIs? What do you think will happen in the long term? submitted by /u/Hafam_Hock [link] [comments]

  • Chinese banks set for $41 million payday from chipmaker's $8.6 billion IPO
    by /u/talkingatoms (Artificial Intelligence) on July 16, 2026 at 11:12 am

    submitted by /u/talkingatoms [link] [comments]

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