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RESEARCH


        PROTEIN DESIGN                                                          with Rosetta. To specify the orientation of the
                                                                                designs (11) in the membrane when expressed
        Accurate computational design of                                        in cells, at the designed lipid-water boundary
                                                                                on the extracellular/periplasmic side, we incor-
                                                                                porated a ring of amphipathic aromatic resi-
        multipass transmembrane proteins                                        dues and, at the lipid-water boundary on the
                                                                                cytoplasmic side, a ring of positively charged
                                                                                residues (Figs. 1A and 2A). Between these two
                              3
        Peilong Lu, 1,2  Duyoung Min, Frank DiMaio, 1,2  Kathy Y. Wei, 1,2 * Michael D. Vahey, 4  rings, the surface residues are exposed to the
        Scott E. Boyken, 1,2  Zibo Chen, 1,2  Jorge A. Fallas, 1,2  George Ueda, 1,2  William Sheffler, 1,2  hydrophobic membrane environment; these po-
                                         5
                                                       3
        Vikram Khipple Mulligan, 1,2  Wenqing Xu, James U. Bowie, David Baker 1,2,6 †  sitions in Rosetta sequence design calculations
                                                                                were restricted to hydrophobic amino acids
        The computational design of transmembrane proteins with more than one membrane-  (supplementary materials). Consistent with the
        spanning region remains a major challenge. We report the design of transmembrane  design, TMHMM predicts that the dimer de-
        monomers, homodimers, trimers, and tetramers with 76 to 215 residue subunits containing  signs contain 2 TMs and the single-chain design
        two to four membrane-spanning regions and up to 860 total residues that adopt the  (scTMHC2) contains 4 TMs (fig. S1). On average,
        target oligomerization state in detergent solution. The designed proteins localize to the  for each residue ~68% of the side-chain surface
        plasma membrane in bacteria and in mammalian cells, and magnetic tweezer unfolding  area is buried in the design models, which could
        experiments in the membrane indicate that they are very stable. Crystal structures  provide substantial van der Waals stabiliza-
        of the designed dimer and tetramer—a rocket-shaped structure with a wide cytoplasmic  tion (12).
        base that funnels into eight transmembrane helices—are very close to the design  Synthetic genes encoding the designs were
        models. Our results pave the way for the design of multispan membrane proteins with  obtained and the proteins expressed in E. coli
        new functions.                                                          and mammalian cells. The dimer design with
                                                                                the shortest hydrophobic span (15 residues;
                                                                                TMHC2_S) was poorly behaved in both E. coli  Downloaded from
           n recent years, it has become possible to de  A major challenge for membrane protein  and mammalian cells, but the dimer designs
           novo design, with high accuracy, soluble pro-  design stems from the similarity of the mem-  with longer spans—TMHC2, TMHC2_E, and
           tein structures ranging from short con-  brane environment to protein hydrophobic cores.  TMHC2_L—localized to the cell membrane when
           strained peptides to megadalton protein  In the design of soluble proteins, the secondary  expressed in human embryonic kidney (HEK)
        I cages (1). There have also been advances in  structure and overall topology can be specified  293T cells (Fig. 1B) and in E. coli. The designed
        membrane protein design, as illustrated by an  by the pattern of hydrophobic and hydrophilic  proteins were purified by extracting the E. coli
        elegant zinc-transporting transmembrane pep-  residues, with the former inside the protein and  membrane fraction with detergent, followed
        tide tetramer named Rocker (2)and an engi-  the latter outside, facing solvent. This core de-  by nickel–nitrilotriacetic acid (NTA) chroma-
        neered ion-conducting oligomer based on the  sign principle cannot be used for membrane  tography and size exclusion chromatography  http://science.sciencemag.org/
        C-terminal transmembrane segment (TMs) of  proteins because the apolar environment of the  (SEC) with a yield of ~2 mg/L (fig. S2, A and B).
        the Escherichia coli polysaccharide transporter  hydrocarbon core of the lipid bilayer requires  The designed proteins TMHC2, TMHC2_E, and
        Wza (3). Both are single membrane–spanning  that outward-facing residues in the membrane  TMHC2_L eluted as single peaks in SEC, and
        synthesized peptides with fewer than 36 resi-  also be nonpolar. Buried hydrogen bonds be-  in analytical ultracentrifugation (AUC) experi-
        dues. It has also been possible to design and  tween polar side chains have been demonstra-  ments in detergent solution, the proteins sedi-
        confirm the transmembrane topology of multi-  ted to play an important role in the association  mented as dimers, which is consistent with the
        pass membrane proteins by using simple se-  of helical peptides within the membrane, over-  design models (Fig. 1C and fig. S3). For the
        quence hydrophobicity and charge-based models  coming the degeneracy in the nonpolar inter-  single-chain scTMHC2, the major species in SEC  on March 1, 2018
        (4), but the extent to which the transmembrane  actions (5–7).          was the monomer, with a small side peak that
        helicespack witheachother is notclear.Design  We reasoned that a recently developed meth-  was readily removed by purification (fig. S2B).
        of structurally defined multipass membrane pro-  od for designing buried hydrogen bond net-  Circular dichroism (CD) measurements showed
        teins has remained a major challenge because  works (8) could allow specification of the packing  that the designs were a-helical and highly ther-
        of the difficulty in specifying structure within  interactions of transmembrane helices in multi-  mal stable; the CD spectra at 95°C were similar
        the membrane and in experimentally determin-  pass transmembrane proteins. We first explored  to those at 25°C (Figs. 1D and 2B). TOXCAT-
        ing membrane protein structures generally; crys-  the design of helical transmembrane proteins  b−lactamase (TbL) assays (13), which couple
        tal structures of the full designed oligomeric  with four TMs—dimers of 76- to 104-residue  E. coli survival to oligomerization and proper
        states of Rocker- and the Wza-derived channel  hairpins or a single chain design of 156 residues—  orientation of fused antibiotic resistance mark-
        have not yet been determined, and to date, there  with hydrophobic spanning regions ranging  ers on the N and C termini, suggest that the N
        are no crystal structures of de novo–designed multi-  from 21 to 35 Å (Figs. 1A and 2A), repurposing  and C termini of TMHC2 are in the cytoplasm,
        pass membrane proteins.             the Ser- and Gln-containing hydrogen bond  as in the design models (fig. S4).
                                            networks in a designed soluble four-helix dimer  We more quantitatively characterized the fold-
                                            with C2 symmetry [2L4HC2_23; Protein Data  ing stability of scTMHC2 using single-molecule
        1 Department of Biochemistry, University of Washington,
                      2
        Seattle, WA 98195, USA. Institute for Protein Design,  Bank (PDB) ID 5J0K] (8) to provide structural  forced unfolding experiments (Fig. 2) (14, 15).
        University of Washington, Seattle, WA 98195, USA.  specificity. Four-helix bundles of different lengths  The designed protein reconstituted in a bicelle
        3 Department of Chemistry and Biochemistry, UCLA-DOE  with backbone geometries capable of host-  was covalently attached to a magnetic bead and
        Institute, Molecular Biology Institute, University of California,  ing these networks were produced by using  a glass surface through its N and C termini
                            4
        Los Angeles (UCLA), CA 90095, USA. Department of  parametric generating equations (9), residues  (Fig. 2A and fig. S5). The distance between the
        Bioengineering and Biophysics Group, University of California,
                           5
        Berkeley, Berkeley, CA 94720, USA. Department of Biological  comprising the hydrogen bond networks and  bead and the surface was determined as a
        Structure, University of Washington, Seattle, WA 98195,  neighboring packing residues were introduced,  function of the applied mechanical tension. In
           6
        USA. Howard Hughes Medical Institute, University of  and the remainder of the sequence was opti-  unfolding experiments with the force slowly
        Washington, Seattle, WA 98195, USA.  mized by using Rosetta Monte Carlo (10) design  increasing (~0.5 pN/s), unfolding transitions
        *Present address: Department of Bioengineering, University of
        California, Berkeley, CA 94720, USA.  calculations to obtain low-energy sequences.  were observed at ~18 pN and, upon force de-
        †Corresponding author. Email: dabaker@u.washington.edu  Connecting loops between the helices were built  ramping, refolding transitions were observed
        Lu et al., Science 359, 1042–1046 (2018)  2 March 2018                                              1of 5
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