Joined March 2009
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Quick thoughts on pharmacodynamic response envelopes and how detangling their components can get us better insight into drug development: alexanderhonkala.com/post.ht…
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finally got a chance to read this and the logistics base of 2000 target-to-Phase-2 projects is immense on preclinical & cGMP alone, daunting to think through sam-rodriques.com/post/the-h… but pushing for fast Phase 0 trials for PD target engagement may help
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heard the phrase "use AI to cure cancer!" a lot at NeurIPS this year and it bothered me, so I wrote about it: alexanderhonkala.com/post.ht…
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Alexander Honkala retweeted
Hi, I’m David Brückner @d_brueckner. I’ll take you through how cells in a tissue can use information distributed by biochemical gradients to make decisions, and how we can measure such positional information. x.com/EpiMechFC/status/18254…
Petkova, M. D., Tkačik, G., Bialek, W., Wieschaus, E. F., & Gregor, T. (2019). Optimal Decoding of Cellular Identities in a Genetic Network. Cell, 176(4), 844–855.e15. #EpithelialMechanics sciencedirect.com/science/ar…
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this is why I really want a home mass spec appliance: ppl deserve to be able to get good data about chemical composition and exposures in products & built environments *that does not depend* on the largesse of mfgrs in order to make informed choices about their exposures
24 Aug 2024
There’s an emerging cross-partisan consensus on individually contentious topics — that we need to re-evaluate the advances brought by post-WW2 materials and chemical engineering now that we have a much better understanding of human biology and environmental processes.
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this is awesome new work, immediately made me think of plasticity as topology a la Chaffer & Krishnaswamy: ncbi.nlm.nih.gov/pmc/article… how is AP-1 pushing would-be forgetters back down the hill to form more stable treatment memories?
26 Jul 2024
Excited to share our new @biorxivpreprint in which we demonstrate the formation and maintenance of cellular memories in melanoma during acquisition of therapy resistance - dependent on the transcription factor AP-1 biorxiv.org/content/10.1101/… (1/9)
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Economic estimates of lost productivity from multi-party environmental review of new projects in energy, transportation, and/or housing Prediction & justification of co-developments needed to achieve >50% ORR in adoptive T-cell immunotherapy for solid cancers
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Specific projects only feasible with exabyte-scale computing resources for data integration, modeling, and/or AI/ML development
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Looking for author applicants in: Viable cell and gene therapy business models for rare conditions and personalized medicine Dispositive evidentiary standards for superconducting material testing
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High-priority bioanalytes for improving dynamic variation resolution (e.g., diurnal fluctuations in prolactin) Sector-specific integration maps for high-impact use of AI/ML tools even at 5% hallucination rates
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Today we launched a new Request for Content for articles covering technology development roadmaps, gap analyses, & missing dataset justifications: researchhub.com/post/2185/re… We're trying out paying authors to write great content instead of making them pay us just to publish! #DeSci

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anyone seen a good ref for the technical approaches being explored for overcoming the GvHD issues of allogeneic cell therapies, ideally w a breakdown of what's happened clinically so far?
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Alexander Honkala retweeted
10 Apr 2024
#MysterySolved! Krönke &co show @Nature that glucocorticoids are anti-inflammatory not in a transcriptional manner (🤯), but by boosting the Krebs cycle in macrophages, driving excessive #itaconate that interferes with pro-inflammatory cytokine induction! Doi.org/10.1038/s41586-024-0…
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absolutely nutty that we accept a system where scientists aren't *paid* to publish groundbreaking new work but instead *compete* to *pay* for the privilege of publishing somewhere prestigious
Nature now charges $12,290 US to publish a single article open access. Shall we list some things that cost less than that? I'll go first: a 2017 BMW 330i sedan, a 7-day cruise for a family of four, six Louis Vuitton purses. 🤪
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Alexander Honkala retweeted
Want to change the system? Post preprints and only post preprints - don't submit to journals, don't subscribe to journals, don't read journals - only hire and fund people based on their preprints.
Nature now charges $12,290 US to publish a single article open access. Shall we list some things that cost less than that? I'll go first: a 2017 BMW 330i sedan, a 7-day cruise for a family of four, six Louis Vuitton purses. 🤪
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Alexander Honkala retweeted
9 Apr 2024
A 5′ UTR language model for decoding untranslated regions of mRNA and function predictions A new 5′ untranslated region (UTR) Language Model! - Pretrain the model with mask prediction, 5' UTR secondary strcuture prediction, and minimum free energy prediction - Finetune [CLS] token for downstream tasks - Experimental validation shows designed UTRs increases protein production level
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Alexander Honkala retweeted
Our lab's newest preprint is out now! We report that airway injury can trigger changes in distant areas of the lungs that were not previously appreciated. We dove into the amazing field of macrophage biology to explain these responses. Check out our story: biorxiv.org/content/10.1101/…
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cool NBER paper (pdf) on the interactions of public vs private R&D spending: nber.org/system/files/workin…

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