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Joel Mainland

@jmainland.bsky.social

Olfactory neuroscientist

270 Followers  |  225 Following  |  11 Posts  |  Joined: 09.12.2023
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Posts by Joel Mainland (@jmainland.bsky.social)

Odor Sampling Bags Enable Reliable Delivery of Controlled Odor Concentrations Precise control of odorant concentration is essential for reliable olfactory research, yet existing odorant delivery methods often suffer from solvent interactions and dilution from ambient air, limiting stimulus consistency in olfactory research. We developed an odor sampling bag system using Nalophan plastic to create a closed headspace with air as the carrier medium, eliminating solvent-related variability and ambient air dilution. In two independent experiments, 15 trained panelists each rated the perceived intensity of seven concentrations of benzaldehyde and 2-heptanone using both gas-sampling bags and glass jars. Bags produced higher maximum perceptual intensities (p < 0.001) and greater test-retest reliability than jars (Experiment 1: r = 0.89 vs. 0.81, p < 0.001; Experiment 2: r = 0.86 vs. 0.72, p < 0.001). Notably, the two tested odorants showed different maximum intensities in bags (p < 0.001) but not jars (p = 0.85), suggesting bags better preserve odorant-specific concentration differences. Photoionization detector measurements confirmed stable headspace concentrations over time, comparable to industry-standard Tedlar bags. This cost-effective approach offers improved stimulus control for olfactory psychophysics research. ### Competing Interest Statement Joel D. Mainland serves on the scientific advisory board of Osmo Labs, PBC and receives compensation for these activities. National Institutes of Health, https://ror.org/01cwqze88, F32 DC020380, T32 DC000014, U19 NS112953, R01 DC017757, R01 DC021663

1/3 The humble glass jar is a workhorse in olfactory research, but comes w/ hidden problems:
- Unknown headspace concentration
- Concentration dilution by ambient air

These add noise to odor measurements.

Our preprint introduces something new, something bag.πŸ§ͺ @jmainland.bsky.social & Matt Andres

16.01.2026 20:29 β€” πŸ‘ 8    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0

High-Fidelity Tuning of Olfactory Mixture Distances in the Perceptual Space of Smell Through a Community Effort https://www.biorxiv.org/content/10.64898/2025.12.13.694160v1

17.12.2025 03:15 β€” πŸ‘ 1    πŸ” 2    πŸ’¬ 0    πŸ“Œ 1
Yale University, Sociology - Human Nature Lab Job #AJO30989, Postdoctoral Associate Position in Biosocial Science, Sociology - Human Nature Lab, Yale University, New Haven, Connecticut, US

Cool new post-doctoral position in my lab on the area of human social chemosignaling. What role does odor and olfaction play in shaping social behavior?

(Here also is a 10-minute video about this new line of work in the Human Nature Lab: humannaturelab.net/making-of/so... .)

Please share.

31.10.2025 19:58 β€” πŸ‘ 9    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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Decoding human olfaction by high heterologous expression of odorant receptors detecting signature odorants Emter et al. improve in vitro expression of odorant receptors (OR) by engineering the C-terminal domain. With a library of engineered ORs, they discover ORs for signature odorants, which they relate…

Scientists at Firmenich buff.ly/jq1TyYa and now Givaudan buff.ly/u2gP5Ow report several olfactory receptors that appear to map cleanly onto specific odor notes (earthy, grapefruit, woody, etc.). πŸ§ͺ

13.10.2025 14:58 β€” πŸ‘ 3    πŸ” 2    πŸ’¬ 0    πŸ“Œ 0

New preprint from the very talented Bob Pellegrino! πŸ§ͺ

12.08.2025 20:36 β€” πŸ‘ 7    πŸ” 3    πŸ’¬ 0    πŸ“Œ 0
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How do our genes influence our sense of smell? Study finds sex-specific effects How we smell is not just a matter of tasteβ€”it's also influenced by our genes. An international team of researchers led by scientists from Leipzig University has conducted the largest genetic study to date on the human sense of smell.

Analysis of over 21,000 individuals identifies seven new genetic regions linked to odor perception, with some effects differing between men and women and connections to Alzheimer's risk. doi.org/g9vn4j

30.07.2025 10:02 β€” πŸ‘ 3    πŸ” 1    πŸ’¬ 0    πŸ“Œ 0

In May we launched the DREAM Olfactory Mixtures Prediction Challenge 2025. The leaderboard round closed yesterday and 71 teams submitted predictions! Even if you missed the leaderboard phase, you can still submit a final model for the August 8th deadline.

22.07.2025 19:48 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0
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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...

My favorite part of these challenges is actually after the competition closes. All participants get together and work collaboratively on a manuscript summarizing key insights and where the field stands. Join us! www.synapse.org/Synapse:syn6...

07.05.2025 23:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 0    πŸ“Œ 0

Building on last year's Mixture Discriminability Challenge, we're offering a dataset of 650+ blends, each assessed by trained panelists using a 51-word scent lexicon.

07.05.2025 23:38 β€” πŸ‘ 2    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Most existing models predict odor perception at just one concentration. Yet, some odorants dramatically shift in quality as concentration changesβ€”such as grapefruit mercaptan, pleasantly fruity at low concentrations but distinctly sulfurous at high levels.

07.05.2025 23:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 2    πŸ“Œ 0

This year, we have two challenges: 1) Predicting how odor quality changes with concentration, and 2) Describing an olfactory mixture. You can make up to three leaderboard submissions until July 21st, with one final submission allowed before August 8th.

07.05.2025 23:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Last year, we ran the second DREAM Olfaction Prediction Challenge www.synapse.org/Synapse:syn5... . This time focusing on predicting the similarity of mixture pairs.

07.05.2025 23:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Ten years ago the first DREAM Olfaction Prediction Challenge launched to predict the smell of a molecule from its structure. This led to a publication establishing benchmarks doi.org/10.1126/scie... , and then a subsequent surge in predictive modeling.

07.05.2025 23:38 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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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€” πŸ‘ 8    πŸ” 5    πŸ’¬ 1    πŸ“Œ 2
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After 21 years at my dream job, I’m very sad to announce my early retirement from the National Institutes of Health. My life’s work has been to scientifically study how our food environment affects what we eat, and how what we eat affects our physiology.

16.04.2025 21:00 β€” πŸ‘ 2630    πŸ” 603    πŸ’¬ 143    πŸ“Œ 127
The final speaker lineup for the Philly Stand Up for Science Rally.

The final speaker lineup for the Philly Stand Up for Science Rally.

πŸ“’ TODAY’S THE DAY, PHILLY! πŸ“’ We #standupforscience at 11 AM at City Hall!

We’ve got a great lineup of speakers for you (North Apron) and opportunities for other advocacy activities (Dillworth Park).

Hope to see you there!!
#standupforsciencephilly

07.03.2025 12:29 β€” πŸ‘ 15    πŸ” 7    πŸ’¬ 1    πŸ“Œ 0
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Recalibrating Olfactory Neuroscience to the Range of Naturally Occurring Odor Concentrations Sensory systems enable organisms to detect and respond to environmental signals relevant for their survival and reproduction. A crucial aspect of any sensory signal is its intensity; understanding how...

Check out our review comparing typical experimental to naturally-occurring odor concentrations. You might be surprised.
www.jneurosci.org/content/45/1...
Thanks to Matt and Betty for asking me to take part!

06.03.2025 02:38 β€” πŸ‘ 21    πŸ” 8    πŸ’¬ 0    πŸ“Œ 0
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What's Happening Inside the NIH and NSF

A long post about what’s happening to the science funding agencies in the US and why. As mentioned, this one just kept getting longer even as I kept stripping curse words from it.

www.science.org/content/blog...

04.02.2025 16:40 β€” πŸ‘ 413    πŸ” 291    πŸ’¬ 20    πŸ“Œ 42
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a man with glasses and a black shirt says " it 's a small step that really goes a long way " ALT: a man with glasses and a black shirt says " it 's a small step that really goes a long way "

SOME GOOD NEWS ABOUT NIH FUNDING

Closed sessions of institute and center Advisory Counsel meetings are now permitted. This is where grant applications are discussed and approved for potential funding.

Open sessions where there are public presentations and discussions are still not allowed.

03.02.2025 18:35 β€” πŸ‘ 247    πŸ” 80    πŸ’¬ 11    πŸ“Œ 7
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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, it’s clear that smell loss and its impact on ingestion remain vastly underexplored."

26.01.2025 15:31 β€” πŸ‘ 7    πŸ” 8    πŸ’¬ 0    πŸ“Œ 0
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Olfaction with legsβ€”Spiders use wall-pore sensilla for pheromone detection | PNAS The sense of smell is a central sensory modality of most terrestrial species. However, our knowledge of olfaction is based on vertebrates and insec...

doi.org/10.1073/pnas...
Olfaction in spiders. We found that the wall pore sensilla in spiders look similar from the outside to those of insects, but differ ultrastructurally in various ways. Independent evolution!
πŸ§ͺ

06.01.2025 22:34 β€” πŸ‘ 71    πŸ” 29    πŸ’¬ 1    πŸ“Œ 4
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DeepNose: An Equivariant Convolutional Neural Network Predictive Of Human Olfactory Percepts The olfactory system employs responses of an ensemble of odorant receptors (ORs) to sense molecules and to generate olfactory percepts. Here we hypothesized that ORs can be viewed as 3D spatial filter...

Our DeepNose paper is in arxiv. In it, we present an equivariant CNN which can predict human olfactory perception based on molecular shapes, including mixtures. Comments/suggestions are very welcome.
arxiv.org/abs/2412.08747

13.12.2024 17:19 β€” πŸ‘ 10    πŸ” 5    πŸ’¬ 0    πŸ“Œ 0
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A background in physics, and his own curiosity, have helped Dmitry Rinberg tackle the complexities of the neuroscience of smell. More on Rinberg sniffing out the mysteries of olfaction.

By Lina Zeldovich

www.thetransmitter.org/olfaction/sn...

11.12.2024 14:13 β€” πŸ‘ 46    πŸ” 13    πŸ’¬ 1    πŸ“Œ 6

The core figure, showing review counts from Publons data, indeed shows the intended effect but buries the lede:

No one uses Publons anymore.

06.12.2024 23:20 β€” πŸ‘ 53    πŸ” 7    πŸ’¬ 6    πŸ“Œ 1

Important paper!

www.biorxiv.org/content/bior...

Im not sure the Discussion fully delineates its radical implications.

No more...

* Place cells
* Grid cells, splitter cells, border cells
* Mirror neurons
* Reward neurons
* Conflict cells

(continued)

22.11.2024 14:47 β€” πŸ‘ 254    πŸ” 70    πŸ’¬ 13    πŸ“Œ 14
Joel D. Mainland - Monell Chemical Senses Center Joel Mainland's research goal is to develop a predictive model relating molecular structure and olfactory perception.

Hi Monica,
Could you please add me to the feed? I am an olfactory neuroscientist.
Here is my staff page: monell.org/joel-mainland/ and Scholar profile scholar.google.com/citations?us... Thank you!

23.11.2024 15:27 β€” πŸ‘ 1    πŸ” 0    πŸ’¬ 1    πŸ“Œ 0
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Engineered receptors show how humans tell countless odour molecules apart The structures of engineered odorant receptors.

New paper in Nature showing how smell works in humans - no quantum woo involved, surprise surprise. Terrific stuff from Claire de March, Hiro Matsunami and others. Summarised here: www.nature.com/articles/d41...

13.11.2024 16:58 β€” πŸ‘ 13    πŸ” 4    πŸ’¬ 1    πŸ“Œ 0

My lab is looking for a postdoc to record lots of neurons while mice sniff each other. Basically I think that will tell us something more interesting about sensory processing than blasting pineapple smell into their noses. You don’t have to be an olfactionist to apply.

apply.interfolio.com/139308

26.04.2024 10:26 β€” πŸ‘ 10    πŸ” 6    πŸ’¬ 1    πŸ“Œ 0