The ability to finely control the structure of protein folds is an important prerequisite to functional protein design. The TIM barrelfold is an important target for these efforts as it is highly enriched for diverse ...The ability to finely control the structure of protein folds is an important prerequisite to functional protein design. The TIM barrelfold is an important target for these efforts as it is highly enriched for diverse functions in nature. Although a TIM barrel proteinhas been designed de novo, the ability to finely alter the curvature of the central beta barrel and the overall architecture of the foldremains elusive, limiting its utility for functional design. Here, we report the de novo design of a TIM barrel with ovoid (twofold)symmetry, drawing inspiration from natural beta and TIM barrels with ovoid curvature. We use an autoregressive backbonesampling strategy to implement our hypothesis for elongated barrel curvature, followed by an iterative enrichment sequencedesign protocol to obtain sequences which yield a high proportion of successfully folding designs. Designed sequences arehighly stable and fold to the designed barrel curvature as determined by a 2.1Å resolution crystal structure. The designs showrobustness to drastic mutations, retaining high melting temperatures even when multiple charged residues are buried in thehydrophobic core or when the hydrophobic core is ablated to alanine. As a scaffold with a greater capacity for hosting diversehydrogen bonding networks and installation of binding pockets or active sites, the ovoid TIM barrel represents a major steptowards the de novo design of functional TIM barrels.展开更多
Over the course of civilization,humans have increasingly expanded their freedom to live a better life.In comparison with the primitive society,our modern society has many more choices of life-supporting resources,such...Over the course of civilization,humans have increasingly expanded their freedom to live a better life.In comparison with the primitive society,our modern society has many more choices of life-supporting resources,such as yearround food supply,permanent shelters,diverse energy sources,and effective preventive and curing medicine.However,our society is currently still heavily relying on the resources provided by Mother Nature,which cannot meet the future global needs in terms of both quantity and quality under the pressure of population growth,natural resource reduction,and environmental deterioration.For example,the food sources originating from plants,animals,or microbes do not have the nutrition balance for optimal human health[1–3].Climate change and environmental deterioration threaten the food security[4–6].Increasingly,infectious diseases(e.g.,HIV/AIDS),genetic diseases(e.g.,cancer),and improper lifestyle-related disorders(e.g.,obesity)become more prevalent and remain challenging to be prevented,controlled,and cured.Conventional medical technologies and modern medicine development are also meeting the ceiling.展开更多
The crystallization of proteins remains a bottleneck in our fundamental understanding of their functions.Therefore,discovering tools that aid crystallization is crucial.In this review,the versatility of fragment-antig...The crystallization of proteins remains a bottleneck in our fundamental understanding of their functions.Therefore,discovering tools that aid crystallization is crucial.In this review,the versatility of fragment-antigen binding domains(F_(ab)s)as protein crystallization chaperones is discussed.F_(ab)s have aided the crystallization of membrane-bound and soluble proteins as well as RNA.The ability to bind three F_(ab)s onto a single protein target has demonstrated their potential for crystallization of challenging proteins.We describe a high-throughput workflow for identifying F_(ab)s to aid the crystallization of a protein of interest(POI)by leveraging phage display technologies and differential scanning fluorimetry(DSF).This workflow has proven to be especially effective in our structural studies of assembly-line polyketide synthases(PKSs),which harbor flexible domains and assume transient conformations.PKSs are of interest to us due to their ability to synthesize an unusually broad range of medicinally relevant compounds.Despite years of research studying these megasynthases,their overall topology has remained elusive.One F ab in particular,1B2,has successfully enabled X-ray crystallographic and single particle cryo-electron microscopic(cryoEM)analyses of multiple modules from distinct assembly-line PKSs.Its use has not only facilitated multidomain protein crystallization but has also enhanced particle quality via cryoEM,thereby enabling the visualization of intact PKS modules at near-atomic(3–5Å)resolution.The identification of PKS-binding F_(ab)s can be expected to continue playing a key role in furthering our knowledge of polyketide biosynthesis on assembly-line PKSs.展开更多
The widespread adoption of bead-based multiplexed bioassays requires the ability to easily synthesize encoded microspheres and conjugate analytes of interest to their surface.Here,we present a simple method(MRBLEs 2.0...The widespread adoption of bead-based multiplexed bioassays requires the ability to easily synthesize encoded microspheres and conjugate analytes of interest to their surface.Here,we present a simple method(MRBLEs 2.0)for the efficient high-throughput generation of microspheres with ratiometric barcode lanthanide encoding(MRBLEs)that bear functional groups for downstream surface bioconjugation.Bead production in MRBLEs 2.0 relies on the manual mixing of lanthanide/polymer mixtures(each of which comprises a unique spectral code)followed by droplet generation using single-layer,parallel flow-focusing devices and the off-chip batch polymerization of droplets into beads.To streamline downstream analyte coupling,MRBLEs 2.0 crosslinks copolymers bearing functional groups on the bead surface during bead generation.Using the MRBLEs 2.0 pipeline,we generate monodisperse MRBLEs containing 48 distinct well-resolved spectral codes with high throughput(>150,000/min and can be boosted to 450,000/min).We further demonstrate the efficient conjugation of oligonucleotides and entire proteins to carboxyl MRBLEs and of biotin to amino MRBLEs.Finally,we show that MRBLEs can also be magnetized via the simultaneous incorporation of magnetic nanoparticles with only a minor decrease in the potential code space.With the advantages of dramatically simplified device fabrication,elimination of the need for custom-made equipment,and the ability to produce spectrally and magnetically encoded beads with direct surface functionalization with high throughput,MRBLEs 2.0 can be directly applied by many labs towards a wide variety of downstream assays,from basic biology to diagnostics and other translational research.展开更多
基金the U.S.Department of Energy,Office of Science,and Office of Basic Energy Sciences under Contract No.DE-AC02-76SF00515The SSRL Structural Molecular Biology Program is supported by the DOE Office of Biological and Environmental Research and by the National Institutes of Health,National Institute of General Medical Sciences(including P41GM103393).A.E.C.is supported by the National Science Foundation Graduate Research Fellowship.
文摘The ability to finely control the structure of protein folds is an important prerequisite to functional protein design. The TIM barrelfold is an important target for these efforts as it is highly enriched for diverse functions in nature. Although a TIM barrel proteinhas been designed de novo, the ability to finely alter the curvature of the central beta barrel and the overall architecture of the foldremains elusive, limiting its utility for functional design. Here, we report the de novo design of a TIM barrel with ovoid (twofold)symmetry, drawing inspiration from natural beta and TIM barrels with ovoid curvature. We use an autoregressive backbonesampling strategy to implement our hypothesis for elongated barrel curvature, followed by an iterative enrichment sequencedesign protocol to obtain sequences which yield a high proportion of successfully folding designs. Designed sequences arehighly stable and fold to the designed barrel curvature as determined by a 2.1Å resolution crystal structure. The designs showrobustness to drastic mutations, retaining high melting temperatures even when multiple charged residues are buried in thehydrophobic core or when the hydrophobic core is ablated to alanine. As a scaffold with a greater capacity for hosting diversehydrogen bonding networks and installation of binding pockets or active sites, the ovoid TIM barrel represents a major steptowards the de novo design of functional TIM barrels.
基金UT-Battelle,LLC under Contract No.DE-AC05-00OR22725 with the U.S.Department of Energy.Oak Ridge National Laboratory is managed by UT-Battelle,LLC for the U.S.Department of Energy under Contract Number DE-AC05-00OR22725.+1 种基金L.S.Q.is supported by the Department of Defense and Li Ka Shing Foundation for the work.A.J.is supported by BBSRC grant EVO-ENGINE BB/P020615/1 and EPSRC-BBSRC(no.BB/M017982/1,WISB Center).Research in Cheng’s Lab is supported by the Tennessee Agricultural Experiment Station Hatch Project TEN00491.
文摘Over the course of civilization,humans have increasingly expanded their freedom to live a better life.In comparison with the primitive society,our modern society has many more choices of life-supporting resources,such as yearround food supply,permanent shelters,diverse energy sources,and effective preventive and curing medicine.However,our society is currently still heavily relying on the resources provided by Mother Nature,which cannot meet the future global needs in terms of both quantity and quality under the pressure of population growth,natural resource reduction,and environmental deterioration.For example,the food sources originating from plants,animals,or microbes do not have the nutrition balance for optimal human health[1–3].Climate change and environmental deterioration threaten the food security[4–6].Increasingly,infectious diseases(e.g.,HIV/AIDS),genetic diseases(e.g.,cancer),and improper lifestyle-related disorders(e.g.,obesity)become more prevalent and remain challenging to be prevented,controlled,and cured.Conventional medical technologies and modern medicine development are also meeting the ceiling.
文摘The crystallization of proteins remains a bottleneck in our fundamental understanding of their functions.Therefore,discovering tools that aid crystallization is crucial.In this review,the versatility of fragment-antigen binding domains(F_(ab)s)as protein crystallization chaperones is discussed.F_(ab)s have aided the crystallization of membrane-bound and soluble proteins as well as RNA.The ability to bind three F_(ab)s onto a single protein target has demonstrated their potential for crystallization of challenging proteins.We describe a high-throughput workflow for identifying F_(ab)s to aid the crystallization of a protein of interest(POI)by leveraging phage display technologies and differential scanning fluorimetry(DSF).This workflow has proven to be especially effective in our structural studies of assembly-line polyketide synthases(PKSs),which harbor flexible domains and assume transient conformations.PKSs are of interest to us due to their ability to synthesize an unusually broad range of medicinally relevant compounds.Despite years of research studying these megasynthases,their overall topology has remained elusive.One F ab in particular,1B2,has successfully enabled X-ray crystallographic and single particle cryo-electron microscopic(cryoEM)analyses of multiple modules from distinct assembly-line PKSs.Its use has not only facilitated multidomain protein crystallization but has also enhanced particle quality via cryoEM,thereby enabling the visualization of intact PKS modules at near-atomic(3–5Å)resolution.The identification of PKS-binding F_(ab)s can be expected to continue playing a key role in furthering our knowledge of polyketide biosynthesis on assembly-line PKSs.
基金This work was supported by NIH grants 1DP2GM123641 and R01GM107132.P.M.F.is a Chan Zuckerberg Biohub Investigator and acknowledges the support of a Sloan Research Foundation Fellowship.Y.F.is a Cancer Research Institute Postdoctoral Fellow supported by the Cancer Research Institute Postdoc FellowshipA.K.W was funded by the Natural Sciences and Engineering Research Council of Canada Postdoctoral Fellowship+1 种基金J.B.H.was funded by grant NNF17OC0025404 from the Novo Nordisk Foundation and the Stanford Bio-X ProgramPart of this work was performed at the Stanford Nano Shared Facilities(SNSF),supported by the National Science Foundation under award ECCS-1542152。
文摘The widespread adoption of bead-based multiplexed bioassays requires the ability to easily synthesize encoded microspheres and conjugate analytes of interest to their surface.Here,we present a simple method(MRBLEs 2.0)for the efficient high-throughput generation of microspheres with ratiometric barcode lanthanide encoding(MRBLEs)that bear functional groups for downstream surface bioconjugation.Bead production in MRBLEs 2.0 relies on the manual mixing of lanthanide/polymer mixtures(each of which comprises a unique spectral code)followed by droplet generation using single-layer,parallel flow-focusing devices and the off-chip batch polymerization of droplets into beads.To streamline downstream analyte coupling,MRBLEs 2.0 crosslinks copolymers bearing functional groups on the bead surface during bead generation.Using the MRBLEs 2.0 pipeline,we generate monodisperse MRBLEs containing 48 distinct well-resolved spectral codes with high throughput(>150,000/min and can be boosted to 450,000/min).We further demonstrate the efficient conjugation of oligonucleotides and entire proteins to carboxyl MRBLEs and of biotin to amino MRBLEs.Finally,we show that MRBLEs can also be magnetized via the simultaneous incorporation of magnetic nanoparticles with only a minor decrease in the potential code space.With the advantages of dramatically simplified device fabrication,elimination of the need for custom-made equipment,and the ability to produce spectrally and magnetically encoded beads with direct surface functionalization with high throughput,MRBLEs 2.0 can be directly applied by many labs towards a wide variety of downstream assays,from basic biology to diagnostics and other translational research.