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1.
Proc Natl Acad Sci U S A ; 117(49): 31149-31156, 2020 12 08.
Article in English | MEDLINE | ID: mdl-33229587

ABSTRACT

Protein design provides a stringent test for our understanding of protein folding. We previously described principles for designing ideal protein structures stabilized by consistent local and nonlocal interactions, based on a set of rules relating local backbone structures to tertiary packing motifs. The principles have made possible the design of protein structures having various topologies with high thermal stability. Whereas nonlocal interactions such as tight hydrophobic core packing have traditionally been considered to be crucial for protein folding and stability, the rules proposed by our previous studies suggest the importance of local backbone structures to protein folding. In this study, we investigated the robustness of folding of de novo designed proteins to the reduction of the hydrophobic core, by extensive mutation of large hydrophobic residues (Leu, Ile) to smaller ones (Val) for one of the designs. Surprisingly, even after 10 Leu and Ile residues were mutated to Val, this mutant with the core mostly filled with Val was found to not be in a molten globule state and fold into the same backbone structure as the original design, with high stability. These results indicate the importance of local backbone structures to the folding ability and high thermal stability of designed proteins and suggest a method for engineering thermally stabilized natural proteins.


Subject(s)
Protein Conformation , Protein Engineering , Protein Folding , Proteins/ultrastructure , Amino Acid Sequence/genetics , Amino Acid Substitution/genetics , Hydrophobic and Hydrophilic Interactions , Mutation/genetics , Protein Stability , Protein Structure, Secondary , Protein Structure, Tertiary , Proteins/chemistry , Proteins/genetics , Thermodynamics
2.
Proc Natl Acad Sci U S A ; 116(14): 6806-6811, 2019 04 02.
Article in English | MEDLINE | ID: mdl-30877249

ABSTRACT

The successful de novo design of proteins can provide insights into the physical chemical basis of stability, the role of evolution in constraining amino acid sequences, and the production of customizable platforms for engineering applications. Previous guanidine hydrochloride (GdnHCl; an ionic denaturant) experiments of a designed, naturally occurring ßα fold, Di-III_14, revealed a cooperative, two-state unfolding transition and a modest stability. Continuous-flow mixing experiments in our laboratory revealed a simple two-state reaction in the microsecond to millisecond time range and consistent with the thermodynamic results. In striking contrast, the protein remains folded up to 9.25 M in urea, a neutral denaturant, and hydrogen exchange (HDX) NMR analysis in water revealed the presence of numerous high-energy states that interconvert on a time scale greater than seconds. The complex protection pattern for HDX corresponds closely with a pair of electrostatic networks on the surface and an extensive network of hydrophobic side chains in the interior of the protein. Mutational analysis showed that electrostatic and hydrophobic networks contribute to the resistance to urea denaturation for the WT protein; remarkably, single charge reversals on the protein surface restore the expected urea sensitivity. The roughness of the energy surface reflects the densely packed hydrophobic core; the removal of only two methyl groups eliminates the high-energy states and creates a smooth surface. The design of a very stable ßα fold containing electrostatic and hydrophobic networks has created a complex energy surface rarely observed in natural proteins.


Subject(s)
Guanidine/chemistry , Protein Folding , Urea/chemistry , Hydrophobic and Hydrophilic Interactions , Nuclear Magnetic Resonance, Biomolecular , Protein Structure, Secondary , Static Electricity
3.
J Anesth ; 33(6): 636-641, 2019 Dec.
Article in English | MEDLINE | ID: mdl-31511988

ABSTRACT

PURPOSE: To examine the association between catastrophizing and pain intensity with acute herpes zoster, and the association of treatment-related early changes in depressive symptoms, anxiety, and catastrophizing with postherpetic neuralgia (PHN) development, independent of acute pain intensity. METHODS: We analyzed 44 outpatient participants with acute herpes zoster who completed a 6-month follow-up. Participants completed a self-reported questionnaire with a Visual Analog Scale (VAS), the Pain Catastrophizing Scale (PCS), and the Hospital Anxiety and Depression Scale (HADS) at first visit, and 3 and 6 months, thereafter. We assessed associations between acute pain intensity and analyzed factors using univariate regression analyses. Univariate and bivariate logistic regression models were constructed to assess associations of variables at the first visit and early changes in psychological factors with PHN development. RESULTS: Sex, severe skin rash at first visit, PCS, and HADS depression were associated with acute pain intensity {standardized regression coefficient, 0.46 [95% confidence interval (CI) 0.12-0.74], 0.36 (95% CI 0.07-0.65), 0.33 (95% CI 0.03-0.62), 0.47 (95% CI 0.19-0.74), respectively}. Acute pain intensity and early change in pain intensity were associated with PHN development [odds ratio (OR) 1.08 (95% CI 1.02-1.14) OR 2.38 (95% CI 1.10-5.16), respectively]. Decreased PCS was associated with decreased risk of PHN development, independent of acute pain intensity [OR 0.31 (95% CI: 0.12-0.80)]. CONCLUSION: Catastrophizing was associated with acute pain intensity, and lower pain-related catastrophizing among patients with acute herpes zoster was associated with less risk of PHN development, independent of acute pain intensity.


Subject(s)
Acute Pain/psychology , Herpes Zoster/complications , Neuralgia, Postherpetic/psychology , Aged , Aged, 80 and over , Female , Humans , Logistic Models , Male , Middle Aged
4.
Nature ; 491(7423): 222-7, 2012 Nov 08.
Article in English | MEDLINE | ID: mdl-23135467

ABSTRACT

Unlike random heteropolymers, natural proteins fold into unique ordered structures. Understanding how these are encoded in amino-acid sequences is complicated by energetically unfavourable non-ideal features--for example kinked α-helices, bulged ß-strands, strained loops and buried polar groups--that arise in proteins from evolutionary selection for biological function or from neutral drift. Here we describe an approach to designing ideal protein structures stabilized by completely consistent local and non-local interactions. The approach is based on a set of rules relating secondary structure patterns to protein tertiary motifs, which make possible the design of funnel-shaped protein folding energy landscapes leading into the target folded state. Guided by these rules, we designed sequences predicted to fold into ideal protein structures consisting of α-helices, ß-strands and minimal loops. Designs for five different topologies were found to be monomeric and very stable and to adopt structures in solution nearly identical to the computational models. These results illuminate how the folding funnels of natural proteins arise and provide the foundation for engineering a new generation of functional proteins free from natural evolution.


Subject(s)
Computer Simulation , Models, Molecular , Protein Folding , Protein Stability , Proteins/chemistry , Protein Structure, Secondary , Protein Structure, Tertiary , Thermodynamics
5.
Proc Natl Acad Sci U S A ; 112(40): E5478-85, 2015 Oct 06.
Article in English | MEDLINE | ID: mdl-26396255

ABSTRACT

We recently described general principles for designing ideal protein structures stabilized by completely consistent local and nonlocal interactions. The principles relate secondary structure patterns to tertiary packing motifs and enable design of different protein topologies. To achieve fine control over protein shape and size within a particular topology, we have extended the design rules by systematically analyzing the codependencies between the lengths and packing geometry of successive secondary structure elements and the backbone torsion angles of the loop linking them. We demonstrate the control afforded by the resulting extended rule set by designing a series of proteins with the same fold but considerable variation in secondary structure length, loop geometry, ß-strand registry, and overall shape. Solution NMR structures of four designed proteins for two different folds show that protein shape and size can be precisely controlled within a given protein fold. These extended design principles provide the foundation for custom design of protein structures performing desired functions.


Subject(s)
Protein Folding , Protein Structure, Secondary , Protein Structure, Tertiary , Proteins/chemistry , Amino Acid Sequence , Computer-Aided Design , Crystallography, X-Ray , Magnetic Resonance Spectroscopy/methods , Models, Molecular , Molecular Sequence Data , Phylogeny , Protein Engineering/methods , Proteins/classification , Proteins/genetics , Reproducibility of Results , Solutions
6.
Nat Struct Mol Biol ; 31(2): 275-282, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38177681

ABSTRACT

A wide range of de novo protein structure designs have been achieved, but the complexity of naturally occurring protein structures is still far beyond these designs. Here, to expand the diversity and complexity of de novo designed protein structures, we sought to develop a method for designing 'difficult-to-describe' α-helical protein structures composed of irregularly aligned α-helices like globins. Backbone structure libraries consisting of a myriad of α-helical structures with five or six helices were generated by combining 18 helix-loop-helix motifs and canonical α-helices, and five distinct topologies were selected for de novo design. The designs were found to be monomeric with high thermal stability in solution and fold into the target topologies with atomic accuracy. This study demonstrated that complicated α-helical proteins are created using typical building blocks. The method we developed will enable us to explore the universe of protein structures for designing novel functional proteins.


Subject(s)
Protein Folding , Proteins , Proteins/chemistry , Protein Structure, Secondary , Protein Conformation, alpha-Helical
7.
Nat Struct Mol Biol ; 30(8): 1132-1140, 2023 08.
Article in English | MEDLINE | ID: mdl-37400653

ABSTRACT

A fundamental question in protein evolution is whether nature has exhaustively sampled nearly all possible protein folds throughout evolution, or whether a large fraction of the possible folds remains unexplored. To address this question, we defined a set of rules for ß-sheet topology to predict novel αß-folds and carried out a systematic de novo protein design exploration of the novel αß-folds predicted by the rules. The designs for all eight of the predicted novel αß-folds with a four-stranded ß-sheet, including a knot-forming one, folded into structures close to the design models. Further, the rules predicted more than 10,000 novel αß-folds with five- to eight-stranded ß-sheets; this number far exceeds the number of αß-folds observed in nature so far. This result suggests that a vast number of αß-folds are possible, but have not emerged or have become extinct due to evolutionary bias.


Subject(s)
Protein Folding , Proteins , Protein Structure, Secondary , Proteins/chemistry , Protein Conformation, beta-Strand
8.
Nat Commun ; 12(1): 3921, 2021 06 24.
Article in English | MEDLINE | ID: mdl-34168113

ABSTRACT

We previously elucidated principles for designing ideal proteins with completely consistent local and non-local interactions which have enabled the design of a wide range of new αß-proteins with four or fewer ß-strands. The principles relate local backbone structures to supersecondary-structure packing arrangements of α-helices and ß-strands. Here, we test the generality of the principles by employing them to design larger proteins with five- and six- stranded ß-sheets flanked by α-helices. The initial designs were monomeric in solution with high thermal stability, and the nuclear magnetic resonance (NMR) structure of one was close to the design model, but for two others the order of strands in the ß-sheet was swapped. Investigation into the origins of this strand swapping suggested that the global structures of the design models were more strained than the NMR structures. We incorporated explicit consideration of global backbone strain into the design methodology, and succeeded in designing proteins with the intended unswapped strand arrangements. These results illustrate the value of experimental structure determination in guiding improvement of de novo design, and the importance of consistency between local, supersecondary, and global tertiary interactions in determining protein topology. The augmented set of principles should inform the design of larger functional proteins.


Subject(s)
Protein Engineering/methods , Proteins/chemistry , Circular Dichroism , Magnetic Resonance Spectroscopy , Models, Molecular , Protein Conformation, alpha-Helical , Protein Conformation, beta-Strand , Protein Folding , Protein Structure, Tertiary , Proteins/genetics
9.
Biophys Physicobiol ; 16: 304-309, 2019.
Article in English | MEDLINE | ID: mdl-31984185

ABSTRACT

Protein design holds promise for applications such as the control of cells, therapeutics, new enzymes and protein-based materials. Recently, there has been progress in rational design of protein molecules, and a lot of attempts have been made to create proteins with functions of our interests. The key to the progress is the development of methods for controlling desired protein tertiary structures with atomic-level accuracy. A theory for protein folding, the consistency principle, proposed by Nobuhiro Go in 1983, was a compass for the development. Anfinsen hypothesized that proteins fold into the free energy minimum structures, but Go further considered that local and non-local interactions in the free energy minimum structures are consistent with each other. Guided by the principle, we proposed a set of rules for designing ideal protein structures stabilized by consistent local and non-local interactions. The rules made possible designs of amino acid sequences with funnel-shaped energy landscapes toward our desired target structures. So far, various protein structures have been created using the rules, which demonstrates significance of our rules as intended. In this review, we briefly describe how the consistency principle impacts on our efforts for developing the design technology.

10.
Pain Res Manag ; 2018: 9305126, 2018.
Article in English | MEDLINE | ID: mdl-30631388

ABSTRACT

Postherpetic itch (PHI), or herpes zoster itch, is an intractable and poorly understood disease. We targeted 94 herpes zoster patients to investigate their pain and itch intensities at three separate stages of the condition (acute, subacute, and chronic). We used painDETECT questionnaire (PDQ) scores to investigate the correlation between PHI and neuropathic pain. Seventy-six patients were able to complete follow-up surveys. The prevalence of PHI was 47/76 (62%), 28/76 (37%), and 34/76 (45%) at the acute, subacute, and chronic stages, respectively. PHI manifestation times and patterns varied. We investigated the relationship of PHI with neuropathic pain using the visual analog scale (VAS), which is a measure of pain intensity, and the PDQ, which is a questionnaire used to evaluate the elements of neuropathic pain. The VAS and PDQ scores did not differ significantly between PHI-positive and PHI-negative patients. A large neuropathic component was not found for herpes zoster itch, suggesting that neuropathic pain treatments may not able to adequately control the itch. Accordingly, we suggest that a more PHI-focused therapy is required to address this condition.


Subject(s)
Herpes Zoster/complications , Neuralgia, Postherpetic/diagnosis , Neuralgia/diagnosis , Pruritus/etiology , Aged , Aged, 80 and over , Female , Herpes Zoster/physiopathology , Humans , Male , Middle Aged , Neuralgia/physiopathology , Neuralgia, Postherpetic/physiopathology , Pain Measurement , Pruritus/diagnosis , Pruritus/physiopathology , Severity of Illness Index
11.
Nat Commun ; 4: 2974, 2013.
Article in English | MEDLINE | ID: mdl-24352111

ABSTRACT

Protein-based hydrogels usually do not exhibit high stretchability or toughness, significantly limiting the scope of their potential biomedical applications. Here we report the engineering of a chemically cross-linked, highly elastic and tough protein hydrogel using a mechanically extremely labile, de novo-designed protein that assumes the classical ferredoxin-like fold structure. Due to the low mechanical stability of the ferredoxin-like fold structure, swelling of hydrogels causes a significant fraction of the folded domains to unfold. Subsequent collapse and aggregation of unfolded ferredoxin-like domains leads to intertwining of physically and chemically cross-linked networks, entailing hydrogels with unusual physical and mechanical properties: a negative swelling ratio, high stretchability and toughness. These hydrogels can withstand an average strain of 450% before breaking and show massive energy dissipation. Upon relaxation, refolding of the ferredoxin-like domains enables the hydrogel to recover its massive hysteresis. This novel biomaterial may expand the scope of hydrogel applications in tissue engineering.


Subject(s)
Hydrogels/chemistry , Protein Unfolding , Proteins/chemistry , Biocompatible Materials/chemistry , Circular Dichroism , Cysteine/chemistry , Elasticity , Ferredoxins/chemistry , Optical Tweezers , Protein Engineering , Stress, Mechanical , Tensile Strength , Tissue Engineering
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