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Alex Naka

@gottapatchemall

ML & protein engineering at http://science.xyz | into papers, pens, plots, puppies, proteins algorithmic.ink https://x.com/gottapatchemall

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22.06.2023
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Latest posts by Alex Naka @gottapatchemall

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GitHub - DrCatHicks/learning-opportunities: A Claude Code skill for deliberate skill development during AI-assisted coding A Claude Code skill for deliberate skill development during AI-assisted coding - DrCatHicks/learning-opportunities

Key to efficient learning is realizing how we ACTUALLY learn, not just what FEELS like learning. I wrote a Claude Skill for some friends to help them think about this and they've liked it -- see Principles for some directions you could explore

github.com/DrCatHicks/l...

15.02.2026 15:54 πŸ‘ 211 πŸ” 43 πŸ’¬ 9 πŸ“Œ 23
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Neuroscientist | Science Corporation Science Corporation is a clinical-stage medical technology company.

science.xyz/careers/neur...

15.01.2026 15:36 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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we're hiring!

looking for a systems neuroscientist with extracellular ephys experience

please share!

link below, feel free to DM with questions

15.01.2026 15:36 πŸ‘ 2 πŸ” 3 πŸ’¬ 1 πŸ“Œ 0

A great roundup as always. Thanks for the shoutout!

31.12.2025 04:55 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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2025: A Review of the Year in Neuroscience Enlightening the brain

Just published my review of neuroscience in 2025, on The Spike.

The 10th of these, would you believe?

This year we have foundation models, breakthroughs in using light to understand the brain, a gene therapy, and more

Enjoy!

medium.com/the-spike/20...

30.12.2025 15:52 πŸ‘ 143 πŸ” 66 πŸ’¬ 6 πŸ“Œ 11
Tera’s face through the device

Tera’s face through the device

Me and Amanda at her poster

Me and Amanda at her poster

Me Tera and Amanda together at Amanda’s poster

Me Tera and Amanda together at Amanda’s poster

Prima 2.2 companion device to restore vision for blindness caused by dry macular degeneration!! Created by @science.xyz !!!!

Tera looks like a cartoon! Love it!!!!!!

And optogenetics with ambient light by Amanda Tose and @gottapatchemall.bsky.social

19.11.2025 20:14 πŸ‘ 4 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

thanks!!

01.10.2025 17:23 πŸ‘ 1 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

it's been seriously inspiring to watch the progress on this, E11 is kicking ass

01.10.2025 17:23 πŸ‘ 3 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0
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E11 Bio is excited to unveil PRISM technology for mapping brain wiring with simple light microscopes. Today, brain mapping in humans and other mammals is bottlenecked by accurate neuron tracing. PRISM uses molecular ID codes and AI to help neurons trace themselves.

Read more: e11.bio/blog/prism

01.10.2025 14:16 πŸ‘ 59 πŸ” 30 πŸ’¬ 1 πŸ“Œ 11
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I LOVE their curtain test!!

18.09.2025 03:52 πŸ‘ 6 πŸ” 3 πŸ’¬ 0 πŸ“Œ 1

Really cool stuff! Engineered excitatory opsins responding to 15nW light

18.09.2025 04:23 πŸ‘ 13 πŸ” 5 πŸ’¬ 0 πŸ“Œ 0

Combining with something like a commercially available AR headset is also probably a good direction - something patient friendly that still allows control over statistics of visual input

18.09.2025 17:41 πŸ‘ 0 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

Great question, the short answer is no I do not.

There are some avenues here though e.g. coexpress with another less sensitive channelrhodopsin. And I guess if you have to choose between attenuating or amplifying light from the environment, it’s easier to attenuate

18.09.2025 17:39 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

But it might be something to do with our transfection protocol - we’ve been hesitant to put too much time into optimizing there since there are many degrees of freedom and we knew just using AAV would solve things

18.09.2025 17:32 πŸ‘ 0 πŸ” 1 πŸ’¬ 0 πŸ“Œ 0

Thanks! I’m fortunate to work with people who will basically run through walls to get data

Re AAV vs lipofection - best guess is that it’s to do with higher and more variable copy number from lipofection; seems like it’s easy to make cells unhappy when lipofecting certain opsins in

18.09.2025 17:30 πŸ‘ 0 πŸ” 1 πŸ’¬ 1 πŸ“Œ 0
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Opening New Frontiers in Optogenetic Research, Sensitive Proteins Respond to Ambient Light | Science Corporation Science Corporation is a clinical-stage medical technology company.

Tremendous effort by some very talented people: Amanda Tose, Alberto Nava, Sara McGrath, and @mardinly, among many others

This lowercase science is brought to you by uppercase Science
science.xyz/news/new-fr...

18.09.2025 14:06 πŸ‘ 5 πŸ” 0 πŸ’¬ 0 πŸ“Œ 0

We have a ton of fun details and other results that didn't make it into here, but we'll be dropping more soon.

Please send thoughts/feedback. And holler at us if you want to try WAChRs out for your own experiments, we'll send you some

18.09.2025 14:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We also did a low-tech experiment we call the curtain test. It's basically peekaboo: cover the rig with a curtain for a while, then open it again. WAChRs respond pretty well.

Simple - but a sanity check for being able to do something like optogenetic vision restoration.

18.09.2025 14:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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In particular, WAChRs can drive decent photocurrents with very low intensity light.

18.09.2025 14:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We picked three finalists that offer a trade-off between speed and sensitivity: WAChR-f/m/s

We benchmarked these against some existing optogenetic tools on our manual patch clamp rig ("Patchrig Swayze").

We think they offer superior performance for a lot of applications.

18.09.2025 14:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We kept Mr. Patchino very busy while we iteratively searched for improvements - several hundred new WAChR variants for this project (and 1750+ so far in our broader campaign).

18.09.2025 14:06 πŸ‘ 2 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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We ran an ML-guided directed evolution campaign to optimize WAChR. To do this, we developed a system that uses automated patch clamp to quickly screen opsin functional properties.

(We named him Al Patchino)

18.09.2025 14:06 πŸ‘ 5 πŸ” 0 πŸ’¬ 2 πŸ“Œ 0
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We used the K+ selective opsin WiChR as a starting point pmc.ncbi.nlm.nih.gov/articles/PM...

WiChR is a strong, sensitive optogenetic silencer. We applied a mutation that breaks K+ selectivity, which converts it into an excitatory channel. We call this mutant WAChR (pronounced "watcher").

18.09.2025 14:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0

Preprint here
www.biorxiv.org/content/10....

Short thread below

18.09.2025 14:06 πŸ‘ 0 πŸ” 0 πŸ’¬ 1 πŸ“Œ 0
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My group at Science has been running a big campaign to engineer new channelrhodopsins.

Excited to share the first results from it today: a suite of highly sensitive new opsins.

We call them "WAChRs".

Everyday indoor office lighting is enough to activate them pretty strongly.

18.09.2025 14:06 πŸ‘ 49 πŸ” 12 πŸ’¬ 6 πŸ“Œ 2
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Happy to share our new preprint on the red-shifted channelrhodopsin ChR024, recently discovered by Inoue Lab (biorxiv.org/content/10.1...
), highlighting its long-wavelength absorption and ion conductance:
biorxiv.org/content/10.1...

Many thanks to our wonderful lab members and collaborators!

18.09.2025 03:28 πŸ‘ 8 πŸ” 4 πŸ’¬ 0 πŸ“Œ 0
a six panel comic titled "threat management: the complete guide". each panel is a hastily drawn white dog with large jowls detailing the steps on how to bark at things. 

panel 1: step 1: scan all known dimensions. (the dog is staring into the middle distance, eyes seemingly going in different directions, while the background is reminiscent of the space odyssey stargate scene) 

panel 2: lock in. (the dog's face is drawn in close up, biting his lip and growling)

panel 3: sound the alarm (the dog is barking, jowls flapping)

panel 4: cover the area in drool (the dog is spitting)

panel 5: refer to step 3 (the dog, head in the air, continues barking)

panel 6: ensure the people understand the urgency of the situation, then repeat step 3. (the dog is stomping, and huffing, looking toward the reader)

a six panel comic titled "threat management: the complete guide". each panel is a hastily drawn white dog with large jowls detailing the steps on how to bark at things. panel 1: step 1: scan all known dimensions. (the dog is staring into the middle distance, eyes seemingly going in different directions, while the background is reminiscent of the space odyssey stargate scene) panel 2: lock in. (the dog's face is drawn in close up, biting his lip and growling) panel 3: sound the alarm (the dog is barking, jowls flapping) panel 4: cover the area in drool (the dog is spitting) panel 5: refer to step 3 (the dog, head in the air, continues barking) panel 6: ensure the people understand the urgency of the situation, then repeat step 3. (the dog is stomping, and huffing, looking toward the reader)

mac is here on this #makeaterriblecomicday2025 to school you all in THREAT MANAGEMENT SYSTEMS do not get caught off guard or Who Knows What Might Happen

24.06.2025 14:41 πŸ‘ 4051 πŸ” 1135 πŸ’¬ 49 πŸ“Œ 29
Print featuring a lush green woodland scene with dappled bright sunlight and reflections on a stream to the right

Print featuring a lush green woodland scene with dappled bright sunlight and reflections on a stream to the right

Alexandra Buckle, contemporary printmaker known for her woodland scenes created via linocuts #WomensArt

25.05.2025 05:11 πŸ‘ 4143 πŸ” 429 πŸ’¬ 0 πŸ“Œ 17
promo photo from the upcoming Madden movie with Christian Bale as Al Davis and Nicolas Cage as John Madden

promo photo from the upcoming Madden movie with Christian Bale as Al Davis and Nicolas Cage as John Madden

not sure how i can be expected to focus on anything else today now that i've seen the promo photo from the Madden movie with Christian Bale as Al Davis and Nicolas Cage as John Madden

14.05.2025 17:33 πŸ‘ 1912 πŸ” 195 πŸ’¬ 77 πŸ“Œ 79
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Snake venom protection by a cocktail of varespladib and broadly neutralizing human antibodies
www.cell.com/cell/fulltex...

broad spectrum antivenom

02.05.2025 15:34 πŸ‘ 11 πŸ” 4 πŸ’¬ 0 πŸ“Œ 1