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:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Abraham, Mark James
Murtola, Teemu
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Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, StockholmTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Murtola, Teemu
Schulz, Roland
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Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TNTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Schulz, Roland
Páll, Szilárd
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Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Páll, Szilárd
Smith, Jeremy C.
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Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TNTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Smith, Jeremy C.
Hess, Berk
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Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Hess, Berk
Lindah, Erik
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Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, StockholmTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
机构:
Seoul Natl Univ, Sch Biol Sci, Seoul, South KoreaSeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Baek, Minkyung
Mchugh, Ryan
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机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Mchugh, Ryan
Anishchenko, Ivan
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h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Anishchenko, Ivan
Jiang, Hanlun
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Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Jiang, Hanlun
Baker, David
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机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USA
Univ Washington, Howard Hughes Med Inst, Seattle, WA USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Baker, David
DiMaio, Frank
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h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Abraham, Mark James
Murtola, Teemu
论文数: 0引用数: 0
h-index: 0
机构:
Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, StockholmTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Murtola, Teemu
Schulz, Roland
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TNTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Schulz, Roland
Páll, Szilárd
论文数: 0引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Páll, Szilárd
Smith, Jeremy C.
论文数: 0引用数: 0
h-index: 0
机构:
Oak Ridge National Laboratory, 1 Bethel Valley Road, Oak Ridge, 37831, TN
Department of Biochemistry and Cellular and Molecular Biology, University of Tennessee, M407 Walters Life Sciences, 1414 Cumberland Avenue, Knoxville, 37996, TNTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Smith, Jeremy C.
Hess, Berk
论文数: 0引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, SolnaTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Hess, Berk
Lindah, Erik
论文数: 0引用数: 0
h-index: 0
机构:
Theoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
Center for Biomembrane Research, Department of Biochemistry and Biophysics, Stockholm University, StockholmTheoretical Biophysics, Science for Life Laboratory, KTH Royal Institute of Technology, Solna
机构:
Seoul Natl Univ, Sch Biol Sci, Seoul, South KoreaSeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Baek, Minkyung
Mchugh, Ryan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Mchugh, Ryan
Anishchenko, Ivan
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Anishchenko, Ivan
Jiang, Hanlun
论文数: 0引用数: 0
h-index: 0
机构:
Univ Calif Berkeley, Dept Elect Engn & Comp Sci, Berkeley, CA USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Jiang, Hanlun
Baker, David
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USA
Univ Washington, Howard Hughes Med Inst, Seattle, WA USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea
Baker, David
DiMaio, Frank
论文数: 0引用数: 0
h-index: 0
机构:
Univ Washington, Dept Biochem, Seattle, WA 98195 USA
Univ Washington, Inst Prot Design, Seattle, WA 98195 USASeoul Natl Univ, Sch Biol Sci, Seoul, South Korea