Reveal Principles of Codon Optimization via Machine Learning
Feng Deng, Hui Li, Dashan Sun…·Gaoxu Xue
This paper develops two codon optimization tools using classical and AI methods, showing they outperform existing tools in protein expression.
Topic · Molecular Biology · Biochemistry, Genetics and Molecular Biology
OpenAlex topic; a paper is listed when OpenAlex scores it at least 0.5 for this topic.
1,000+ papers
Feng Deng, Hui Li, Dashan Sun…·Gaoxu Xue
This paper develops two codon optimization tools using classical and AI methods, showing they outperform existing tools in protein expression.
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Xiyang Liu, qinhao zhang, Jing Wang…·Liqin Zhang
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Yaozhong Zhang, Satoshi Hashimoto, Sihan Li…·Seiya Imoto
RiboPipe imputes codon-resolution Ribo-seq coverage for low-coverage transcripts using a unified framework that improves accuracy and efficiency.
Alice Romagnoli, Omar Josue Alsina Gutierrez, Stefano Raniolo…·Vittorio Limongelli
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Henrik Wiechers, Christopher J. Williams, Benjamin Eltzner…·Stephan Huckemann
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Tristan Yew Kit Chan, Winifred Yun Xian Choo, Mi-Jeong Yoon, Young‐Jun Choe
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Charles J. Cho, Molly K. Crowder, Amala K Rougeau…·Jason C. Mills
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C Wang, Sham Sunder, Arlen Johnson
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Ning Zhao, Luis Aguilera, S. R. Wayne Chen…·Christopher Davis Snow
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Joseph Alphonsus Curran, Killian A. J. Curran, Marta A. Inchingolo, Pascale Jaquier-Gubler
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Sean M Brown, W. Judson Hervey, Scott N. Dean, Gary J. Vora
The study shows that the 20 genetically-encoded amino acids are non-randomly distributed in functionally-relevant chemical properties like HOMO-LUMO gaps, expanding previous theories on amino acid alphabet design.
Pavlína Gregorová, Minna-Maria K. Heinonen, Nina Sipari, L. Peter Sarin
This study shows queuosine modification enhances phage resistance and biofilm formation in Shewanella glacialimarina by altering translation efficiency and promoting mutagenesis.
Branka Popović, Nikolina Šoštarić, Kaspar Bresser…·Monika C. Wolkers
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M. Suleman Qasim, Jenni K. Pedor, Alisa J. Willman…·L. Peter Sarin
This study shows that queuosine modification in Shewanella glacialimarina is essential for cold-active growth, as its deficiency leads to cold sensitivity and metabolic changes.
Hugo McGrath, Michaela Černeková, Michal Kolář
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Fadel Fakih, Yekaterina Shulgina, Julius Lukeš, Anzhelika Butenko
The paper identifies a novel sense-to-sense codon reassignment in Acidimicrobiales bacteria where ACA specifies aspartate instead of threonine.
Avijit Mainan, Serdal Kırmızıaltın, Susmita Roy
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Wissal Mokkedem, Giulia Pedrielli, Teresa Wu
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Jule Walter, Leonhard Sidl, Katrin Gutenbrunner…·Michael T. Wolfinger
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Donovan H. Parks, Pierre-Alain Chaumeil, Maria S. Chuvochina, Philip Hugenholtz
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Swati R. Manjari, Caleb P. Mallery, Nilesh K. Banavali
The paper analyzes how medically important antimicrobials bind to the 30S ribosomal subunit of Borrelia burgdorferi using structural analogy and computational methods to predict binding free energy.
Veda Hegde, Divya K. Sharma, Harshil Patel…·Nehal Thakor
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Kirtana Vasu, Swati Ghosh, Sarthak Sahoo…·Sandeep M. Eswarappa
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Lisa Mueller, Markus Glaß, Pit Preckwinkel…·Tony Gutschner
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Ivan Kisly, Ivo Zemp, Ulrike Kutay
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This study identifies how F. tularensis regulates its bS21 paralogs, showing that bS21-2 is autogenously repressed and its mRNA stability is modulated, impacting virulence.