We are only studying perception in this study with modeling informed by past molecular studies that have shown wide-spread inhibition for odor mixtures. One version of that inhibition is competitive binding as you refer to. See this paper: pubmed.ncbi.nlm.nih.gov/31000595/
14.08.2025 13:55 β π 1 π 0 π¬ 0 π 0
This isnβt just theory!
These models can replace slow, expensive βomission testsβ in flavor chemistry to find the handful of molecules that actually matter in a foodβs aroma.
For instance, what molecules really make coffee smell like coffee. β
12.08.2025 20:34 β π 4 π 0 π¬ 1 π 0
4/5
Using this information, we can predict perceived odor intensity from molecular structure + concentration with high accuracy for both:
β’ Single molecules (RMSE = 7.1 on a 100 point scale)
β’ Complex mixtures (RMSE ~ 7.5)
12.08.2025 20:34 β π 4 π 0 π¬ 1 π 0
3/5
Using a very cool bag system to tightly control the concentration, we measured:
β’ 62 molecules, each at β₯7 concentrations
β’ 260 mixtures (2β10 components)
β’ >7,000 intensity ratings from trained human panels
12.08.2025 20:34 β π 3 π 0 π¬ 1 π 0
2/5
Itβs a trick question. At a lower concentration, acetophenone (left molecule, red, smells like urinal cake) is stronger than 2-heptanone (right molecule, green, smells like blue cheese). So concentration β intensity. Thatβs been a major roadblock for neuroscience and fragrance / food industries
12.08.2025 20:34 β π 1 π 0 π¬ 1 π 0
Chemical structure of acetophenone and 2-heptanone
1/5
Odor intensity isnβt just about concentration! We have a new preprint to prove it: www.biorxiv.org/content/10.1...
In cahoots with @jmainland.bsky.social, @alexkoulakov.bsky.social, Rick Gerkin, Khristina Samoilova and others not on bluesky. π§ͺ
Which of these molecules smells stronger?
12.08.2025 20:34 β π 19 π 5 π¬ 2 π 1
Hi, I'd like to be added to the feed to post a study:
scholar.google.com/citations?us...
work place: monell.org/robert-pelle...
11.08.2025 19:45 β π 1 π 0 π¬ 1 π 0
Sometimes I forget that Todd Rundgren doesn't want to work but just wants to bang on the drum all day.
26.06.2025 19:14 β π 1 π 0 π¬ 0 π 0
Distinguishing performance gains from learning when using generative AI
Comment by Lixiang Yan, Samuel Greiff, Jason M. Lodge & Dragan GaΕ‘eviΔ
go.nature.com/3FJqTq3
18.06.2025 12:58 β π 9 π 3 π¬ 0 π 0
Automating chemosensory creativity assessment with large language models
Chemosensory creativity, the ability to innovate using taste and smell, is a crucial yet understudied aspect of human ingenuity. This study explores tβ¦
Large language models (LLMs) can mirror human thinking in vision and language, but can they smell and taste?
New study with @rbrainengineer.bsky.social show stochastic LLMs rate creative flavor pairings like humans, prioritizing novelty over taste. #AI #creativity #foodscience
28.05.2025 18:09 β π 0 π 0 π¬ 0 π 0
ACOG is deeply disappointed by HHSβs move to drop COVID-19 vaccine recommendations in pregnancy. The science is clear: COVID-19 remains dangerous in pregnancy and vaccination protects both patients and newborns. The vaccine is safe and protects families. Read our full statement: buff.ly/OGue7sO
27.05.2025 18:34 β π 528 π 341 π¬ 13 π 25
Towards Universal Chemosensory Testing: Needs, Barriers and Opportunities
Regular smell and taste testing could aid early detection of impairments that negatively impact health, safety, and quality of life, and could also reveal underlying disease. But how do we get there? This new whitepaper is out today:
20.05.2025 16:12 β π 8 π 4 π¬ 1 π 0
YouTube video by Starflyer 59 - Topic
Lust For Gold
One of the few bands Iβve been listening to since the 90s and still putting out great stuff
10.05.2025 02:40 β π 0 π 0 π¬ 0 π 0
DREAM Olfactory Mixtures Prediction Challenge 2025
'DREAM Olfactory Mixtures Prediction Challenge 2025' (Synapse ID: syn64743570) is a project on Synapse. Synapse is a platform for supporting scientific collaborations centered around shared biomed...
With a contemporary smartphone, capturing, transmitting, and replicating sounds and visuals is a breeze, yet replicating scents remains elusive. If you want to change this, consider joining the 2025 DREAM Olfaction Challenge at www.synapse.org/Synapse:syn6....
@oldbap.bsky.social
07.05.2025 23:38 β π 8 π 5 π¬ 1 π 2
Most people havenβt heard of this test, which is available in the US. It accurately predicts Alzheimerβs (not just if thereβs a risk, but when). It is modulated by exercise and likely other lifestyle factors.
Hereβs (almost) everything we know about it
erictopol.substack.com/p/the-breakt...
14.04.2025 13:47 β π 657 π 228 π¬ 30 π 19
Welcome to the Bluesky account for Stand Up for Science 2025!
Keep an eye on this space for updates, event information, and ways to get involved. We can't wait to see everyone #standupforscience2025 on March 7th, both in DC and locations nationwide!
#scienceforall #sciencenotsilence
12.02.2025 17:04 β π 11534 π 5480 π¬ 291 π 677
Today's @usatoday.com front page
First US death from measles in 10 years
First child to die from measles in 22 years in the US
All of this fully preventable
27.02.2025 14:09 β π 12676 π 3449 π¬ 451 π 229
One more day to get your paper in.
30.01.2025 21:22 β π 1 π 1 π¬ 0 π 0
Learning the language of life with AI
In 2021, a year before ChatGPT took the world by storm amid the excitement about generative artificial intelligence (AI), AlphaFold 2 cracked the 50-year-old protein-folding problem, predicting three-...
Learning the language of life with A.I.
@science.org
In today's essay, I review the phenomenal progress in foundation models of DNA, RNA, proteins, ligands, cells, their interactions, the Virtual Lab, and the aspiration for the Virtual Cell
www.science.org/doi/10.1126/...
30.01.2025 19:40 β π 163 π 43 π¬ 4 π 3
Interested in understanding how things work? In particular the tools you use to study the brain? Join us at TENSS 2025 where we brainstorm ideas, build and debug microscopes, electrophysiology and behavior rigs amidst the picturesque Transylvanian hills! tenss.ro
Apply by: February 16th!
14.01.2025 04:58 β π 59 π 39 π¬ 2 π 5
The Effect of Olfactory Disorder (and Other Chemosensory Disorders) on Perception, Acceptance, and Consumption of Food
People with changes in the overall sensory experience of food often complain of taste disturbances, although the problem is normally caused by the loss of aroma in the food (thus an olfactory disorder...
Alexander Fjaeldstad and I have a new chapter in the book Smell, Taste, Eat: The Role of the Chemical Senses in Eating Behaviour, edited by @LorenzoDStafford. Lots of great insights here.
From our chapter, itβs clear that smell loss and its impact on ingestion remain vastly underexplored."
26.01.2025 15:31 β π 7 π 8 π¬ 0 π 0
Perceptual constancy for an odor is acquired through changes in primary sensory neurons
Learning-induced changes in primary sensory neurons support concentration-invariant perception of an odor.
We have a fresh new paper!
The PhD project of the talented Mark Conway.
A learning-induced change in the sensitivity of olfactory receptor neurons enables consistent perception of an odor. #olfaction #neuroscience
www.science.org/doi/10.1126/...
11.12.2024 19:42 β π 27 π 16 π¬ 1 π 0
I did a podcast on the smell of magic: the gathering cards π€ but I donβt think thatβs what you want
10.01.2025 22:17 β π 1 π 0 π¬ 1 π 0
science journalist. author. molecular biologist. curious.
interested in #microbes, #misinformation and all things #blue
contributing correspondent at @science.org
co-host of @pandemia.bsky.social
2024 KSJ fellow at MIT
Signal: kakape.93
Associate Professor, Clinical Neuroscience, Karolinska Institutet. Pl of the Embodied Perception and Cognition Group. We study perception and cognition through the lens of olfaction and breathing. πποΈππ§ β€οΈπ«
https://ki.se/en/people/artin-arshamian
Associate Professor at the University of Tennessee, Knoxville, studying microbial genomics and phage interactions with foodborne pathogens. All views my own.
Writing modeling packages at @posit.co (nΓ©e RStudio). Opinions are my own. https://max-kuhn.org/
Software Engineer at Posit PBC.
I mostly post about R, Python, and Deep Learning.
Github: https://github.com/t-kalinowski
Professor Emeritus (University of Manchester), writes on biology, history of science & French Resistance. Biography of Francis Crick, out in Nov 2025.
Link to publications: https://orcid.org/0000-0002-8258-4913
PhD, Postdoctoral fellow at the Douglas Research Center and McGill University. Olfactory neuroscience and neuropathology of aging and neurodegenerative diseases
π pipe dreams #RStats #Python π @Posit.co (formerly RStudio) || βΆ βΆ βΆ βΆ ||
We make free, open-source software for data scientists like the RStudio IDE.
We're formerly known as RStudio. You can always download our open-source IDE here. https://posit.co/download/rstudio-desktop/
Visualisation and graphics @posit.co
Classic Generative Art Weirdo using π€ and R: http://thomaslinpedersen.art and http://deca.art/thomasp85
he/him
Neural mechanisms of sensation, neural circuits, all things olfactory.
Professor @ University of Utah Neurobiology
https://www.wachowiaklab.org/
Olfactory Neurobiologist. Umbraphile. Music, BigMac, and TF2 enthusiast.
Neuroscientist. Long-form opinions at https://markusmeister.com.
NYT columnist. Signal: carlzimmer.51
Newsletter: https://buttondown.com/carlzimmer/
Web: http://carlzimmer.com
[This account includes a tweet archive]
PhD Chemist/Physicist/Materials Scientist. Researching new ways to measure scents, to better understand the cognition of taste and smell, find pollutants and toxics, measure quality of air and foods and add olfaction to robotic systems.
IBM research, DREAM challenges director, rabdomante, Sys Bio,ππ½alma-mater UNAM