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Round up: Cracking the hidden code of the human genome through AI, and more

Age Tech World explores the latest research developments in the world of longevity and ageing.
Pushing the frontiers of generative AI for longevity
AI- driven drug discovery and development company Insilico Medicine is launching an innovative cardiometabolic disease portfolio of unique highly-differentiated molecules discovered using generative AI.
Powered by Insilico’s proprietary end-to-end Pharma.AI platform, the portfolio covers a range of diverse mechanisms and stages from early discovery to preclinical development.
It consists of eight oral small molecules with unique properties designed to unlock the full potential of established high-confidence targets such as GLP-1R, GIPR, Amylin, APJ, and Lp(a), as well as moderate-novelty targets such as NLRP3 and NR3C1.
The two novel GLP-1RAs are designed for improved safety and pharmacokinetics at low dose to allow for multi-pill combinations with the other molecules in the portfolio. One of the GLP-1RAs is designed to sustain once-weekly (QW) dosing.
“Cardiometabolic and antiobesity drugs such as GLP-1RAs may be the first wave of longevity therapeutics increasing both healthspan and lifespan in a large population” said Alex Zhavoronkov, PhD, founder and CEO of Inislico Medicine.
“With our cardiometabolic strategy we decided to choose several established and moderate-novelty targets but deliver a high level of differentiation through novelty in chemistry focusing on properties to help unlock the full potential of the targets in a variety of diseases and biologic processes and allow for combinations at low dose.
“Our multi-parameter optimised GLP-1RAs are oral small molecules with very high levels of preclinical safety tested in multiple species and unique molecular structure that can potentially sustain once a week (QW) dosing.”
The introduction of Insilico’s new cardiometabolic portfolio, powered by its Pharma.AI platform, features eight programs targeting seven distinct targets, spanning from lead optimisation to IND-enabling stages.
At the center of the portfolio’s lineup are two oral small-molecule candidate agonists targeting the GLP-1 receptor (GLP-1RAs), which have reached preclinical candidate (PCC) stage and form the basis of the portfolio’s metabolic effects designed for mono- and combination therapy with the other molecules.
Also nearing the PCC stage, a small molecule targeting NR3C1 is designed to treat hypercortisolism-associated metabolic diseases.
In the early stages of the R&D pipeline, four additional programmes targeting GIPR, Amylin, APJ, and Lp(a) are currently in the lead optimisation phase. AI-driven development has led to significant differentiation and enhanced properties compared to existing therapies.
Collaboration to crack the hidden code of the human genome through AI
ARC Innovation at Sheba Medical Center and Icahn School of Medicine at Mount Sinai are entering a landmark three-year collaboration with NVIDIA to harness the power of AI for genomic discovery through the application of large language model (LLM) technology.
The initiative aims to pioneer the decoding of the majority of the human genome that remains poorly understood in order to unlock new pathways for disease prevention, diagnosis, and treatment.
Over the three-year period, the project will be supported by significant investment from the participating organisations, with the goal of accelerating research that can ultimately benefit patients worldwide.
The collaboration brings together three global leaders across health care, technology, and research: Sheba and Icahn School of Medicine will contribute extensive genomic datasets, AI research capabilities, and clinical insight, while NVIDIA will provide its advanced computational architecture and AI development platforms, software, and scientific expertise.
Together, the institutions will create an AI-driven genomic research engine capable of identifying patterns and regulatory mechanisms that link genetic variation to disease risk and therapeutic response.
“This collaboration is an important step toward a future where every person can benefit from the power of whole genome sequencing,” said Alexander Charney, director of the Charles Bronfman Institute for Personalized Medicine.
“By bringing advanced AI into genomic research, we’re moving closer to making personalised, precision medicine a reality for all.”
The initiative’s initial focus will be on areas of medicine where genetic complexity has long hindered scientific progress.
The platform will analyse the interplay of thousands of genomic regions to help researchers identify underlying mechanisms that contribute to disease and to uncover potential therapeutic targets.
Joint research teams from all three institutions have already begun laying the foundations for a shared platform that will support scientists and clinicians worldwide.
US$4m gift to advance women’s longevity
Linda Moslow and husband, Jeff Moslow, chair of the Tufts University Board of Trustees, have donated US$4m to help shape a Women’s Health and Menopause Initiative.
The donation marks a first-of-its-kind academic collaboration uniting the leading expertise of Tufts University’s schools of medicine and nutrition with the renowned Tufts Medicine health system.
The Moslows’ gift endows two inaugural professorships – one at the School of Medicine and one at the Friedman School – whose holders will co-direct the initiative and drive its interdisciplinary agenda.
Under the co-directors’ leadership, the initiative will advance clinical care, education, and research in novel ways that improve women’s health across the lifespan.
The initiative presents a model for how universities can mobilise their full range of expertise to address women’s needs.
In addition to advancing research, clinical practice, and education, Tufts seeks to elevate the national conversation by placing women’s health at the center of academic inquiry and public discourse.
The investment is essential, says Linda Moslow, especially in light of how one landmark study upended the course of women’s health care.
Two decades ago, a large federal study – the Women’s Health Initiative – changed the field almost overnight when its early findings linked hormone replacement therapy (HRT) to increased risks of breast cancer, heart disease, and stroke.
Those results led millions of women and their doctors to abandon HRT. Only later did researchers realize that the study’s design – focused largely on older, postmenopausal women – had skewed the results, leaving a generation of women in perimenopause without clear guidance or care.
The fallout from that moment still shapes the way that many women experience midlife care today – creating the gap that the Moslows are helping Tufts to fill.
Building from their catalyzing gift, with additional philanthropic support, the initiative aims to establish an academic model for compassionate, integrated menopause care, one connecting specialists in nutrition, cardiology, endocrinology, mental health, and sexual health.
Through Tufts Medicine’s network and telehealth programs, the hope is to share these benefits with women across Massachusetts.
In addition, the initiative will serve as a training ground for medical residents, dieticians, and other students across health sciences disciplines to learn evidence- and team-based approaches to care.
Education will be central to this work.
Tufts plans to embed menopause and women’s health content across curricula in its medical, physician assistant, physical therapy, and nutrition programs. Continuing and executive education offerings will extend this learning to practicing clinicians nationwide, amplifying Tufts’ role as a hub for best-practice training.
Tufts undergraduates also will have learning opportunities related to the program.
Research, too, will anchor the initiative’s efforts.
Across disciplines, Tufts scientists focus on longevity and healthy living. In the context of the Women’s Health and Menopause Initiative, they will explore vascular aging, neurobehavioral health, diet, and chronic disease.
They also seek to build a national menopause outcomes registry that links patient data, clinical care, and research, creating an unprecedented foundation for data-driven insights that will shape the future of women’s health.
News
Dental check-ups flag diabetes risk in over a third of undiagnosed patients

Routine dental check-ups may help detect undiagnosed diabetes, with research finding more than 35 per cent of tested patients had blood sugar levels linked to pre-diabetes or diabetes.
The research screened 911 patients during routine dental visits using a simple finger-prick blood test. None of those flagged had previously reported a history of diabetes.
The test measures HbA1c, which shows how much glucose is attached to haemoglobin in red blood cells.
This reflects average blood sugar levels over about three months and does not require patients to fast beforehand.
The research is described as the largest UK study to date using this test during routine dental appointments and involved 911 patients from an Oral, Dental and Craniofacial Biobank at King’s College London.
Researchers also found higher HbA1c levels among patients with more severe gum disease, adding further evidence of a link between oral health and metabolic health.
Dr Giuseppe Mainas, specialist periodontist and research associate at King’s College London, said: “The findings suggest that dental visits may offer a valuable opportunity to identify those at risk of diabetes, particularly in older patients, those with higher BMI, and people with gum disease.”
Professor Mark Ide, professor of periodontology at King’s College London, added: “When the test reveals high levels of HbA1c, patients can then see their GP to investigate further.
“This is something they might not have done without having the dental screening. Most of the patients in our study were surprised that they had elevated HbA1c levels and had no idea they might have pre-diabetes or diabetes.
“The other benefit of the HbA1c test is not having to fast, which could increase risk of fainting in the dental chair.”
The research team said they now plan to explore wider use of the test across the UK and in other healthcare settings.
According to Diabetes UK, nearly 1.3m people in the UK could be living with type 2 diabetes without being diagnosed.
Early detection is considered important to help reduce complications and related costs to the NHS.
Professor Luigi Nibali, academic lead and director of the periodontology department at King’s College London, said: “The relationship between gum disease and metabolic health is bidirectional since impacts one another, as widely established by previous research.
“The inflammatory process can change the metabolic system, and the metabolic system impacts inflammation further. Gum disease can lead to complications of diabetes, and visa-versa.”
News
The medicinal power of music therapy in aged care

By Tuned Global
Music in the medicine and research space has proved to have significant therapeutic benefits in aged care, treating conditions including dementia, Parkinson’s disease, PTSD and ADHD. Now, with the evolution of music technology and AI, the potential to heal the mind through music has become even more powerful.
At a recent industry event, three experts sat down to discuss this exciting and complex space and to explore how in trying to bring these treatments to patients or the broader market, the not-so-common intersection of medtech and music surfaces a number of challenges.
Music therapy powered by AI

Felicity Baker
Music therapy itself is not new, and therapists have been delivering such interventions in one-on-one sessions and small groups for decades.
The exciting prospect highlighted during the session was that technology and AI can now enable this at scale and with evidence-based approach.
If more people can gain access to music treatment through technology, there is the potential to decrease medication intake, reduce healthcare costs and improve outcomes.
However, scaling these therapies does introduce new considerations and challenges that traditional clinical settings have not had to face.
Felicity Baker is a music therapist, professor at the University of Melbourne and Founder of Matchplus.ai, a sensor-based AI solution that detects early physiological markers of agitation and delivers personalised music interventions to improve the wellbeing of people living with dementia and other cognitive conditions.
With over three decades of experience in dementia care and music therapy, Baker is leading this project at prototype stage to reduce distress, medication reliance and create a more enabling environment for individuals with cognitive decline.
Having successfully secured USD $1.3m from Google.org (the philanthropic arm of Google LLC) to develop scalable technology, Baker has become one of just 15 recipients worldwide from more than 800 applications.
“We’re using wearables to actually develop algorithms that can predict when someone is going to start wandering or is going to get up and have a fall or hit another resident in the nursing home,” she said.
“We’ve got it down to between five and 15 minutes, so a carer or family member can anticipate that something’s going to happen.”
Baker said using AI to help preempt when to use music was one thing, but then what order the music should come in, what kind of music and how to be sensitive to the specific symptoms of people with dementia created further challenges they continue to work on.
Simone Dalla Bella, co-director of the BRAMS laboratory at the University of Montreal is conducting research focused on rhythm interventions for patients with various disorders, including Parkinson’s disease.

Simone Dalla Bella
The interventions include rhythmic serious games such as Beat Workers, and mobile apps such as BeatMove, developed by the start-up BeatHealth that Dalla Bella co-founded. For example, BeatMove can adjust music tempo to help Parkinson’s patients walk more effectively.
“Imagine that you have music in the background that you chose, and the music is going a bit faster than you, so it motivates you to run a bit faster.
“But then if you’re tired and you slow down, the music will follow you gently as if you were running or walking with a theoretical partner,” he said.
“A clinical trial is currently ongoing in France to test a large group of patients with Parkinson’s who basically take the app outside in a park, they use it, and we are seeing beneficial effects of that kind of intervention.”
Navigating Licensing Challenges
The prospect of music-powered therapy is rather inspiring and life-affirming. Providing outcomes for patients with debilitating conditions in a non-invasive way is certainly a noble cause for academics and entrepreneurs alike to take up.
However, what many might not have considered is how these medical applications acquire and manage music rights.
Virginie Chelles, VP and Global Head of Marketing and Communications for music licensing and technology company Tuned Global, described the complexity facing these innovators.
In working with medical technology clients, Chelles highlighted that while founders deeply understand the science and tech behind their products and projects, they often have no knowledge of music industry operations.
“When it comes to us, there is a whole new industry, being the music industry which has little or no connection with the medical industry, [which in itself also] has a lot of regulation,” she said.
In the medical music space, Tuned Global currently works with MediMusic, a UK startup that uses AI to analyse brain responses and select music for anxiety and pain management.
Companies like MediMusic are obviously performing powerful and important work, but in cases where they are not up to speed on all of the requirements to correctly licence music, they are adding layers of risk to an already compliance-heavy environment.

Virginie Chelles
“They’re dealing with the legal side of medicine in being able to have it delivered in NHS Hospitals in the UK, and going for trials and all that is involved.
“There is a lot of paperwork to do there,” Chelles said.
“But then, if they play the wrong track, [a] track that was not licensed, the business is in trouble.
“[They would be looking at lawsuits], and they wouldn’t be paying the rights to the right people.
“There are master rights, there’s publishing rights. [So they think], ‘How do I do that? How do I find the right tracks?’.”
Often in these kinds of apps, an AI personalisation solution will drive the selection of tracks that resonate with certain patients, so another challenge for medtech clients in knowing the extent of what other tracks they will need access to.
Companies must also consider whether their licenses permit training medical algorithms on music assets.
“Thousands of tracks are released every day, and [if you look at what’s being produced] with AI. It’s even more,” she said.
“Many companies don’t need millions of tracks. If you work on dementia, just working on a back catalogue, like the catalog that makes sense for these people when they were in their 20s.
“For us, it helped us to understand what you need to license the right catalog, rather than millions of tracks, because accessing millions of tracks is a lot of money in storage and in processing.”
Addressing music licensing early in tech development
For medtech companies wanting to leverage music, Chelles was direct about the challenges and decisions they face when they first approach music licensing.
A lot of consideration needs to be made about how much music they need, what kind, whether they need commercial music or production music and more.
When MediMusic first engaged Tuned Global, these considerations presented a big challenge.
“Because licensing music is not a science. It’s not predictable, but we can definitely help,” she said.
Elaborating further, Chelles said that companies tended to be more successful when they addressed music licensing early in development rather than treating it as an afterthought.
“It’s going to take as much time to build the music and the licensing and compliance technology as building your medical device or app or science behind it,”
“Talk to a music expert early on, it can be us, but it can also be entertainment lawyers or licensing specialists that are going to be able to help from the beginning … to just understand what it is about.
“We can also help them to build their business case to pitch to those labels, because this can be quite strategic depending on the label and their current objectives. Making big pitches without understanding them or the broader environment could cost a lot of time and money if they don’t sign you up right away.
“Being able to demonstrate and communicate value in this industry on the industry’s terms is really important for success, so if you can work with people that have these relationships and can engage with them it’s very helpful.”
Working with an established music technology company can help medtech startups navigate label negotiations.
Labels recognise that companies already working with licensing specialists have typically secured funding and understand the commercial requirements.
“[The labels are] like, okay, they are legit, because if Tuned Global can work with them, they already have the funding and they understand what they’re doing,” Chelles said.
Securing licensing agreements is only the first step. Companies then need backend technology to access the actual tracks.
Tuned Global maintains 190 million tracks, with the catalog growing daily. Companies must negotiate separately with both master rights holders (the record labels) and publishers who represent musicians and writers.
Commercialising music therapies
Neither researcher came from a background that prepared them for music industry negotiations. Despite publishing in The Lancet and Nature and securing major medical research grants, Baker found music licensing remained unfamiliar territory.
Dalla Bella received more than $USD 3.5m in European research funding but similarly had no training in navigating music rights.
Startup activity at universities is growing, but this has not always been the case.
Baker noted that while the institutions themselves were very supportive and really wanted to push research innovations into the market, there still exists some commercialisation stigmas among some researchers.
“For some researchers, commercialising your research is kind of almost like a dirty word.
“To them it’s like you’re not being true to the science if you want to actually make a company and do something with this,” she said.
Dalla Bella described how moving from pure research into commercial applications required stepping outside his comfort zone.
“Sometimes in science, we’re very closed, right? We do work just in science, in our niche, we are happy with what we do, but then you have to go beyond your comfort zone to start to work with engineers and start to work with a startup company,” he said.
“[I’ve seen for a lot of people] it took time to build this collaboration, this common language, and to be able to work together. After a certain amount of time, you discover the real potential of doing that.”
The future of AI-powered music therapy in aged care
The medical music technology sector is an exciting and expanding space for aged care.
As more innovators enter the industry, the intersection between healthcare regulation and music licensing will likely require more standardised frameworks and understanding of the complexities so they aren’t bogged down or exposed to complications that could cut their journey to provide care short.
For now, companies navigating both industries must build relationships with experts in each domain.
The medical science may be groundbreaking, but without proper music licensing infrastructure, therapeutic applications cannot reach patients or compensate the artists whose work makes treatment possible.
About Tuned Global
Tuned Global is the leading data-driven cloud and software platform that empowers businesses to integrate commercial music into their apps or launch complete streaming experiences using advanced APIs, real-time analytics, licensing solutions, and customisable white-label apps.
Our turnkey solutions for music, audio, and video — coupled with a broad ecosystem of third-party music tech integrations — make us the most comprehensive platform for powering any digital music project.
We streamline complexities in licensing, rights management, and content delivery, enabling rapid innovation and bringing new ideas to life.
Since 2011, we’ve supported 40+ companies in 70+ countries — across telecom, fitness, media, aviation, and more — to deliver innovative music experiences faster and more cost-effectively. For more information, visit www.tunedglobal.com.
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