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Do we dare use the word superhuman, and at the same time stay true to science?
Welcome to a new frontier of human biology: At Powerhouse Biology, we build capability therapeutics, medicines that add function to human cells. Stay tuned for October 12, when we share the 2026 White Paper "Engineered human resilience and durability".
Please add our 2026 White Paper "Engineered human resilience and durability" to your weekend reading list! 🧵
drive.google.com/file/d/1oBW…
Then we take the candidate function and leave the sequence behind. The catalytic solution from a thermophile or a diving mammal, rebuilt on a human scaffold, delivered as nucleic acid that can be expressed and withdrawn.
Human sequence, foreign function.
And we measure it. At rest, an engineered cell and an untreated cell read alike. Under rising load, the untreated one breaks down first.
Deficit, normal and gain are measured on one continuous scale, and are measured in physiologically relevant models that incorporate human variability. That is what turns superhuman from a claim into a measurement.
powerhouse.bio
Powerhouse Biology retweeted
Today, the MitoCarta Tree of Life Consortium (MitoTOL) is releasing high-accuracy mitochondrial proteomes across diverse eukaryotes to empower studies of physiology, evolution, and disease:
cell.com/consortium/mitocart…
All data can be accessed at:
mitocarta.org
Powerhouse Biology retweeted
Scientists identified a self-perpetuating loop in Alzheimer's disease: tau damages mitochondria, mitochondria produce signals that make tau worse, tau damages mitochondria more. A Stanford-led study published in Neuron reveals the exact mechanism driving this cycle and how to break it.
Tau is a protein that's been heavily implicated in Alzheimer's disease and other neurodegenerative disorders. The standard view has been that tau forms tangled clumps called neurofibrillary tangles inside nerve cells, disrupting their structure. But mitochondrial dysfunction consistently appears alongside tau abnormalities across all tauopathies. The connection between these two hallmarks has remained unclear.
Mitochondria are your cells' energy factories. They generate ATP, the molecule that powers nearly every cellular process, by shuttling electrons through a series of protein complexes called the electron transport chain. Electrons normally flow forward through these complexes, from Complex I to Complex IV, producing energy efficiently.
Reverse electron transport, or RET, is when electrons flow backward through Complex I. Instead of generating useful energy, this reverse flow produces excess reactive oxygen species, or ROS. These are damaging molecules that oxidize proteins, lipids, and DNA. RET also depletes NAD+, a molecule critical for hundreds of metabolic reactions.
The new study demonstrates that tau directly regulates RET. When tau gets phosphorylated, meaning enzymes attach phosphate groups to specific sites on the protein, it enters mitochondria and binds to a Complex I subunit called NDUFS3. This interaction activates reverse electron transport.
Here's what the researchers found:
• Tau enters mitochondria and physically interacts with the NDUFS3 subunit of Complex I
• Phosphorylated tau enhances RET activation in a dose-dependent manner
• RET produces excess ROS and reduces the NAD+/NADH ratio
• The ROS and metabolic changes caused by RET drive further tau phosphorylation
• This creates a feed-forward loop where tau-induced RET makes tau more pathological
• Removing tau eliminates stress-induced RET entirely
The team tested this mechanism across three different model systems: fruit flies, mice, and human neurons derived from induced pluripotent stem cells. In all three systems, depleting tau prevented stress-induced RET and conferred significant protection against cellular stress.
When they blocked tau from entering mitochondria or disrupted the tau-NDUFS3 interaction, RET decreased. When they inhibited RET either genetically or pharmacologically, they protected against tau-induced neurodegeneration across all species tested.
The phosphorylation sites that enhanced RET activity corresponded to the same modifications found in human Alzheimer's disease brain tissue. This suggests the mechanism operates in actual disease conditions, not just experimental models.
What makes this discovery particularly important is that it reveals a normal function of tau that becomes pathological. Tau appears to regulate RET under physiological conditions, possibly as part of stress response signaling. During aging or chronic stress, this regulatory function spirals out of control.
The vicious cycle works like this: stress or aging triggers tau phosphorylation. Phosphorylated tau enters mitochondria and activates RET. RET produces oxidative stress and metabolic dysfunction. These changes drive more tau phosphorylation. More phosphorylated tau activates more RET. The loop reinforces itself.
This explains why mitochondrial dysfunction appears so consistently in tauopathies. It's not a separate problem running parallel to tau abnormalities. The two processes are mechanistically linked through RET, with each driving the other.
The therapeutic implications are direct. Blocking RET, preventing tau entry into mitochondria, or disrupting the tau-NDUFS3 interaction could all interrupt the pathological cycle. Several compounds that inhibit RET already exist, including metformin and rotenone at specific doses, though their therapeutic windows need careful definition.
The study also reframes how we think about neurofibrillary tangles. While tangles remain a pathological hallmark, the mitochondrial dysfunction driven by tau-RET interaction may cause neurodegeneration before tangles even form. Early intervention targeting this mechanism could prevent damage at stages where neurons remain salvageable.
Previous work showed that reducing tau levels protects against various neurological insults, from seizures to traumatic brain injury. This study provides a molecular explanation: without tau, cells can't activate pathological RET, maintaining mitochondrial function under stress.
The research identifies RET as a convergence point where tau's physiological function, its pathological modifications, and mitochondrial dysfunction all intersect. Understanding this intersection opens intervention strategies that target the mechanism driving neurodegeneration rather than just clearing protein aggregates after damage occurs.
Powerhouse Biology retweeted
Bender, Scannell, Shaywitz and colleagues in NRDD: a decade of AI in drug discovery, clinically relevant impact still limited. Their fix is right. Stop benchmarking model accuracy; benchmark whether the tool changes a real Go/No-Go. We proved translation is possible with Rentosertib. nature.com/articles/s41573-0…
Powerhouse Biology retweeted
Introducing PRIME, Cultivarium’s mitochondrial engineering program, supported by ARIA.
We’re developing tools for nucleic acid delivery, gene expression, and genome maintenance in mammalian mitochondria.
The non-model biology within us:
blog.cultivarium.org/p/the-n…
🤖 Made with AI
Powerhouse Biology retweeted
The article from Daphne is valuable; this plot is truly absurd.
- each "cell" from scRNAseq is 50K reads which is not 3GB, off by many magnitudes.
- we are a preseed company and work with 1PB of data- no causal map of biology is occurring LOL
- The amount of public sequencing data on NCBI well exceeds 100PB. still no causal map of biology.
- the idea that "more data" will solve biology is an absurd mental framework. it just makes AI+bio folks sound like a joke.
The data we need to understand human biology is about 1000x the quantity we've collected
Full piece from @insitro founder and CEO @DaphneKoller: a16z.news/p/drug-discovery-h…
We're making psychedelics*!
We design nature-inspired therapeutics and work to get them functioning inside human biology. With huge challenges ahead, and particularly in this automation + LLM era, we need human brains that are creative, connected, and on fire. This is us putting that into practice.
*said our Ebru (paper marbling) instructor.
Spotted in the wild: Powerhouse Biology's @rachel8407 hits our very first #JPM running at @cglifeagency's Sweat Equity 5K.
We are building a new therapeutic platform centered on mitochondrial control, arguably one of the most underexploited levers in age-related disease.
Find us tonight at @statnews @ #JPM26 to learn how we’re opening a new frontier in drug development.
Powerhouse Biology retweeted
What happens when you gather hundreds of builders and researchers at the frontiers of science and tech for three days of bouncing ideas, parties, and lab tours?
This weekend, we hosted our flagship event Vision Weekend! With a strong track record of matching scientists for collaborations, entrepreneurs with their first investors, and startups with early employees, we love seeing how these gatherings help turn big ideas into reality faster.
Thank you for building a better future with science and tech! Recordings of the talks will be available on our YouTube channel in a few weeks.
And a special thanks to our partners:
@AsteraInstitute @netholabs @protocollabs @ARIA_research @RetroBio_ and Poseidon Research
Powerhouse Biology retweeted
Towards genome editing for mitochondrial diseases
nature.com/articles/d41586-0…
We have been awarded a prize in the Catalyst Phase of the Healthy Longevity Global Competition of @theNAMedicine! Particularly proud because it’s a meaningful science-first signal for our bold new endeavor to enhance cellular resilience and durability.
NAM selected 15 awardees from 662 U.S. submissions. Announcement: buff.ly/70WSH9i
It's a true pleasure to work with Christina Jensen, an exceptional scientist and person. Christina joined Powerhouse Biology at the start of September - our first Experimental Biologist actively pushing forward what was a wildly ambitious mission in a pitch deck in February.
Christina brings pedigree from stellar labs: deep expertise in hiPSC model development, plus broad experience applying frontier technologies in molecular biology to design and validate synthetic systems with real biological impact. And yes, her former lab’s tongue-in-cheek motto “anything can be high-throughput if you work hard enough” is currently making the rounds at MBC BioLabs in San Carlos.
On Powerhouses and Foodstuff: in this delightful primer in Life Sciences Insights, a @CALifeSciences magazine, co-founder and CSO @rachel8407 explains why we do what we do at Powerhouse Biology. Have a read on how we use high content data to resolve multidimensional, mitochondrial behaviors that drive age-related diseases.
"Enhance, enhance!"
ca-ls.org/lsi-ai-powerhouse

















