Single-stranded RNA (ssRNA) plays a major role in the flow of genetic information-most notably, in the form of messenger RNA (mRNA)-and in the regulation of biological processes. The highly dynamic nature of chains of unpaired nucleobases challenges structural characterizations of ssRNA by experiments or molecular dynamics (MD) simulations alike. Here, we use hierarchical chain growth (HCG) to construct ensembles of ssRNA chains. HCG assembles the structures of protein and nucleic acid chains from fragment libraries created by MD simulations. Applied to homo- and heteropolymeric ssRNAs of different lengths, we find that HCG produces structural ensembles that overall are in good agreement with diverse experiments, including nuclear magnetic resonance (NMR), small-angle X-ray scattering (SAXS), and single-molecule Fo''rster resonance energy transfer (FRET). The agreement can be further improved by ensemble refinement using Bayesian inference of ensembles (BioEn). HCG can also be used to assemble RNA structures that combine base-paired and base-unpaired regions, as illustrated for the 5 ' untranslated region (UTR) of SARS-CoV-2 RNA.
机构:
Univ Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Garmann, Rees F.
Comas-Garcia, Mauricio
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Univ Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Comas-Garcia, Mauricio
Koay, Melissa S. T.
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Univ Twente, Lab Biomol Nanotechnol, MESA Inst Nanotechnol, NL-7500 AE Enschede, NetherlandsUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Koay, Melissa S. T.
Cornelissen, Jeroen J. L. M.
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Univ Twente, Lab Biomol Nanotechnol, MESA Inst Nanotechnol, NL-7500 AE Enschede, NetherlandsUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Cornelissen, Jeroen J. L. M.
Knobler, Charles M.
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Univ Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Knobler, Charles M.
Gelbart, William M.
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Univ Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Calif NanoSyst Inst, Los Angeles, CA 90024 USA
Univ Calif Los Angeles, Inst Mol Biol, Los Angeles, CA 90024 USAUniv Calif Los Angeles, Dept Chem & Biochem, Los Angeles, CA 90024 USA
机构:
Harvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Han, Dongran
Qi, Xiaodong
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机构:
Biodesign Ctr Mol Design & Biomimet Biodesign Ins, Tempe, AZ 85287 USA
Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Qi, Xiaodong
Myhrvold, Cameron
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Harvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Myhrvold, Cameron
Wang, Bei
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Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USA
Univ Sci & Technol China, Dept Polymer Sci & Engn, Hefei 230026, Anhui, Peoples R ChinaHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Wang, Bei
Dai, Mingjie
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Harvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Dai, Mingjie
Jiang, Shuoxing
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Biodesign Ctr Mol Design & Biomimet Biodesign Ins, Tempe, AZ 85287 USA
Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Jiang, Shuoxing
Bates, Maxwell
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BioNlano Res Grp, Autodesk Life Sci, Pier 9, San Francisco, CA 94111 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Bates, Maxwell
Liu, Yan
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Biodesign Ctr Mol Design & Biomimet Biodesign Ins, Tempe, AZ 85287 USA
Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Liu, Yan
An, Byoungkwon
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BioNlano Res Grp, Autodesk Life Sci, Pier 9, San Francisco, CA 94111 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
An, Byoungkwon
Zhang, Fei
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机构:
Biodesign Ctr Mol Design & Biomimet Biodesign Ins, Tempe, AZ 85287 USA
Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Zhang, Fei
Yan, Hao
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Biodesign Ctr Mol Design & Biomimet Biodesign Ins, Tempe, AZ 85287 USA
Arizona State Univ, Sch Mol Sci, Tempe, AZ 85287 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Yan, Hao
Yin, Peng
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机构:
Harvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA
Harvard Univ, Wyss Inst Biol Inspired Engn, Boston, MA 02115 USAHarvard Med Sch, Dept Syst Biol, Boston, MA 02115 USA