Our recent work that has been published in ACS central science. This is a collaboration with the labs of @MeloniLab & @hedi_65 Dr. Torabifard. We explored the landscape of non-extant proteins to generate a novel funcional multidomain ATPase copper transporters.
@ACSPublications
This was possible due to the hard work of lead authors Fariha Hossain and Fernando Montalvillo Ortega.
We were also happy that our article has made it to the cover where the 3D rendering of the landscape is made with sequence data generated by LGL :-)
#MyACSCover@UTD_Biology
Our recent work that has been published in ACS central science. This is a collaboration with the labs of @MeloniLab & @hedi_65 Dr. Torabifard. We explored the landscape of non-extant proteins to generate a novel funcional multidomain ATPase copper transporters.
@ACSPublications
This project is the result of a great effort by three labs @UT_Dallas and showcases a methodology that is general and with potential applications to other proteins. To highlight is the complexity of the system, a multidomain protein with selective transport capabilities ..4/n
Congratulation to Dr. Cheyenne Ziegler for successfully defending her Ph.D. thesis @UTD_Biology. I’m really proud of her accomplishments and excited for her next stage doing ML/Bio drug discovery!
Happy to share the perspective we wrote with @IColuzza and José Onuchic on the connection between traditional and modern machine learning architectures (From Hopfield and Potts Networks to Transformers) and physical modeling to investigate biomolecules.
https://t.co/XWExXmNn3u
We then connect such developments with relevant applications in protein folding, structure prediction, evolution and design. Obviously this list is not comprehensive and focuses on a subset of developments we thought relevant. We also discuss some of our own results on design.
It was great participating in NIC Days: Biomolecular Evolution, Function, and Assembly at the John von Neumann Institute for Computing, part of the Forschungszentrum Jülich one of the largest supercomputing centers in Europe. Thanks to Alex Schug for the invitation! @fz_juelich
Thankful for the invitation to give a seminar at the Department of Biochemistry , Biophysics and Molecular Biology at @IowaStateU. Great to meet faculty and students and especially the @potoyangroup. Thanks Davit!
This project was years in the making, congrats to Sophia Alvarez, Charisse Nartey and @JAlbertodelaPaz and the rest of the authors. I’m proud of this project since all the experiments were done “in house”.
@UTDResearch@UTD_Biology@UTDScience@PNASNews
4/N
I’m really glad to finally to share our most recent work published in PNAS. We show how our model of sequence evolution with epistatic contributions (SEEC) is able to evolve variants of beta- that preserve functional phenotypes in vivo.
1/N
https://t.co/xwr3bYoNAI
Interestingly, evolved sequences retain antibiotic resistance even after large number of mutations. Some evolved sequences substantially enhance growth phenotypes in E. coli. Our work shows that we can build accurate models of sequence evolution if we account for epistasis.
3/N