Top Tweets for #Developability
We're looking forward to attending #PEGSBoston next week ๐๐๐ Come and visit us at booth 713, and attend our #Developability Predictions talk on Monday, May 11, 10:15 #PEGSummit #Biologics #AntibodyModeling #ProteinEngineering #AntibodyTherapeutics #DrugDiscovery

#Antibody #Developability
(1/2)
NotebookLM์ ๊ฐ์ฅ ์ ์ฉํ๊ฒ ํ์ฉํ๋ ๋ถ๋ถ์ด ๋ณต์กํ ๋
ผ๋ฌธ์ ์ผ๋ฐ์ธ์ ๋๋์ด์์๋ ์ฝ์ ์ ์๋ค๋ ์ ์ด๋ค. ๋ฌผ๋ก ์ด๋ฅผ ํตํด ์ ๋ฌธ๊ฐ ์์ค์ ์ง์๊ณผ ์ธ์ฌ์ดํธ๋ฅผ ์ป๋ ๊ฑด ๋ถ๊ฐ๋ฅํ์ง๋ง, ๋๋ต์ ์ผ๋ก๋๋ง surface-level ์ง์์ ์ป์ ์ ์๋ค.
๋ฉฐ์น ์ @Ginkgo ๋ธ๋ก๊ทธ์ ์ฌ๋ผ์จ ํญ์ฒด ๊ฐ๋ฐ๊ฐ๋ฅ์ฑ(antibody developability)์ ๋ํ ๋
ผ๋ฌธ์ NotebookLM์ผ๋ก ๋๋ ค๋ณด์๋ค.
์ผ๋ฐ์ธ ๋๋์ด์์ ํต์ฌ ์์ง๋ฅผ ๋ฝ์๋ณธ๋ค๋ฉด:
a. ํญ์ฒด๊ฐ ์ ์๋ํ๊ธฐ ์ํด์๋ ์ ๋ฐํ ํ์ ๊ฒฐํฉ๋ ฅ๋ฟ๋ง ์๋๋ผ, ์์ ์ฑ, ์ ๋, ์์ง์ฑ ๋ฑ ๋ค์ํ ๊ฐ๋ฐ ๊ฐ๋ฅ์ฑ(developability)์ ๋ง์กฑํด์ผ ํ๋๋ฐ,
b. ์ด๋ฌํ ๊ฐ๋ฐ๊ฐ๋ฅ์ฑ์ด ๋์ ํญ์ฒด๋ฅผ AI๊ฐ ์ ์ ๋ณํ๊ธฐ ์ํด์๋ ๋๋์ ๊ณ ํ์ง ์คํ ๋ฐ์ดํฐ๋ฅผ ๊ฐ์ง๊ณ AI๋ฅผ ํธ๋ ์ด๋์์ผ์ผ ํ๋ค.
c. Ginkgo ๋ ์๋ํ ํ๋ซํผ์ ๋ง๋ค์ด ์ผ์ฃผ์ผ๋น ์์ฒ๊ฐ ํญ์ฒด๋ฅผ ์คํํ๊ณ , ๊ทธ ๊ฒฐ๊ณผ ์์ฐ๋ ๋๋์ ๋ฐ์ดํฐ๋ก AI ๋ชจ๋ธ์ ํ๋ จํ๋๋, AI๊ฐ ํญ์ฒด๋ฅผ ์ ๋ณํ๋ ์ ํ๋๊ฐ ํฌ๊ฒ ์ฆ๊ฐํ์๋ค๋ ์๊ธฐ์ด๋ค.
โ ์ฆ ํฌ์
๋๋ ๋ฐ์ดํฐ์ ์์ด ๋ง์ ์๋ก AI ์ฑ๋ฅ๋ ์ข์์ง๋ค๋ ๊ฒ์ ์ฆ๋ช
ํ๋ค.
Prof Andrew C.R. Martin
I'm pleased to say our paper on using protein language models to help with #antibody #developability assessment has just been published in mAbs. First author, talented (now ex-) PhD student, James Sweet-Jones. https://t.co/1zC8fsLswu
Developing #biologics, such as #antibodies, comes with multiple challenges. Check out our latest review on #developability of biologics published in @mAbs/@AntibodySociety today, providing an overview of current strategies and advances in the field. https://t.co/CFeTDtIN57

We review in silico strategies, including machine learning and molecular dynamics simulations, cell-based assays, and in vivo methods to assess #developability, #immunogenicity, and #pharmacokinetics on a large number of drug candidates.

Antibodies can be derived from different sources and in addition to efficacy, #developability is a key attribute for success. Herein, we describe #biochemical and #invitroassays, which can be used to remove #drugcandidates with bad properties early in the discovery process.

Developing #biologics, such as #antibodies, comes with multiple challenges. Check out our latest review on #developability of biologics published in @mAbs/@AntibodySociety today, providing an overview of current strategies and advances in the field. https://t.co/CFeTDtIN57

Thrilled to share our latest publication! Check out this comprehensive review on #Developability of #Biologics in #mAbs from @TheAbSociety. This collaboration included 16 expert authors, 4 universities, and 4 companies. Read it here: https://t.co/QNJriqMIF8

Proud to see our new review on #developability of biologics published in @mAbs/@AntibodySociety today, providing an overview of current strategies and advances in the field. Amazing collaboration between academia and industry!
Excited to announce the publication of this new, comprehensive review on #Developability of #Biologics in #mAbs from @TheAbSociety: https://t.co/utovnvy5iB
This excellent cross-border collaboration involved 4 different universities, 4 different companies and 16 expert authors.

Excited to announce the publication of this new, comprehensive review on #Developability of #Biologics in #mAbs from @TheAbSociety: https://t.co/utovnvy5iB
This excellent cross-border collaboration involved 4 different universities, 4 different companies and 16 expert authors.

The #Developability Navigator #InSilico tool (DENIS) evaluates antibody Fvs using #moleculardynamics simulations to identify candidates that possess similar #molecularproperties to #marketstage, #antibody #therapeutics. Read the @ACSPublications paper: https://t.co/V6nszai3fj.
@enpicom introduces a powerful liability prediction solution to de-risk antibody development https://t.co/Bh518EH0uE #bioinformatics #software #antibodies #developability

Primary 4 played games to show their knowledge of rounding numbers. Article 31 #righttoplay Article 29 #developability

Discover how #Genedata supports Sanofi in assessing the #developability of novel drug candidates to deliver best-in-class #biotherapeutics. Download the Case Study here! https://t.co/yLLOYtquar
#GenedataExpressionist #MassSpectrometry #DigitalizingBiopharma

[Online Conference] @chi_peptalk Look forward to our talk: #Developability ๐๐๐๐ฒ๐๐๐บ๐ฒ๐ป๐ ๐ฎ๐ป๐ฑ ๐ฃ๐ฟ๐ผ๐ฝ๐ฒ๐ฟ๐๐ ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป ๐ฏ๐ ๐ฝ๐-๐๐ฒ๐ฝ๐ฒ๐ป๐ฑ๐ฒ๐ป๐ ๐๐ผ๐ป๐ณ๐ผ๐ฟ๐บ๐ฎ๐๐ถ๐ผ๐ป๐ฎ๐น... Wed, Jan 20 @ 10:05 Pacific Time๐๐More @ https://t.co/Xh1RnQ2Jwq #Biologics
![CCG_MOE's tweet photo. [Online Conference] @chi_peptalk Look forward to our talk: #Developability ๐๐๐๐ฒ๐๐๐บ๐ฒ๐ป๐ ๐ฎ๐ป๐ฑ ๐ฃ๐ฟ๐ผ๐ฝ๐ฒ๐ฟ๐๐ ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป ๐ฏ๐ ๐ฝ๐-๐๐ฒ๐ฝ๐ฒ๐ป๐ฑ๐ฒ๐ป๐ ๐๐ผ๐ป๐ณ๐ผ๐ฟ๐บ๐ฎ๐๐ถ๐ผ๐ป๐ฎ๐น... Wed, Jan 20 @ 10:05 Pacific Time๐๐More @ https://t.co/Xh1RnQ2Jwq #Biologics https://t.co/mm0UpGXvDl](https://pbs.twimg.com/media/EryV14AXEAIYj-V.jpg)
Today is the last day to see my #poster on using
#machinelearning to predict #antibody #developability at #ANTIBODYENG. If you aren't attending the conference, my presentation here is also available here: https://t.co/lsth4bLZDs. #LifeSciences

#8AIS2020 โ Discover the Talks from @PierreFabre , @SymphogenIT @sanofi @MedinCell @CEAParisSaclay @Servier on Complex Biologics #CMC & #Developability Track at 8th #Antibody #Industrial Symposium โ Nov 23-24 โ now #virtual - More info: https://t.co/dX0FejkWbG

๐Early assessment of drug stability is associated with higher success rates while reducing overall project cost and timelines.
Learn how to potentiate early-stage #developability studies of biopharmaceuticals ๐https://t.co/zUixElvACw
@Novartis

[๐ช๐ข๐ฅ๐๐ฆ๐๐ข๐ฃ๐ฆ] Had a great workshop last week in Basel! ๐ #SmallMolecule session in the morning, #Biologics in the afternoon ๐ More about upcoming workshops at https://t.co/WIjjM4zten #MedChem #CompChem #VirtualScreening #DrugDiscovery #Proteins #Antibody #Developability
![CCG_MOE's tweet photo. [๐ช๐ข๐ฅ๐๐ฆ๐๐ข๐ฃ๐ฆ] Had a great workshop last week in Basel! ๐ #SmallMolecule session in the morning, #Biologics in the afternoon ๐ More about upcoming workshops at https://t.co/WIjjM4zten #MedChem #CompChem #VirtualScreening #DrugDiscovery #Proteins #Antibody #Developability https://t.co/aD4MG9WIO6](https://pbs.twimg.com/media/EF-0MCpXYAAUZYa.jpg)
Lively #Regulatoryscience apprentice debate on #Lipinski #ruleof5 in drug development #BCS #drugdelivery #biopharmaceuticsfordummies #PEARRLsofwisdom #rulebreakers #developability #formulation

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