Yes / Bimetallic nanoparticles are of immense scientific and technological interest given the synergistic properties observed when two different metallic species are mixed at the nanoscale. This is particularly prevalent in catalysis, where bimetallic nanoparticles often exhibit improved catalytic activity and durability over their monometallic counterparts. Yet despite intense research efforts, little is understood regarding how to optimize bimetallic surface composition and structure synthetically using rational design principles. Recently, it has been demonstrated that peptide-enabled routes for nanoparticle synthesis result in materials with sequence-dependent catalytic properties, providing an opportunity for rational design through sequence manipulation. In this study, bimetallic PdAu nanoparticles are synthesized with a small set of peptides containing known Pd and Au binding motifs. The resulting nanoparticles were extensively characterized using high-resolution scanning transmission electron microscopy, X-ray absorption spectroscopy, and high-energy X-ray diffraction coupled to atomic pair distribution function analysis. Structural information obtained from synchrotron radiation methods was then used to generate model nanoparticle configurations using reverse Monte Carlo simulations, which illustrate sequence dependence in both surface structure and surface composition. Replica exchange with solute tempering molecular dynamics simulations were also used to predict the modes of peptide binding on monometallic surfaces, indicating that different sequences bind to the metal interfaces via different mechanisms. As a testbed reaction, electrocatalytic methanol oxidation experiments were performed, wherein differences in catalytic activity are clearly observed in materials with identical bimetallic composition. Taken together, this study indicates that peptides could be used to arrive at bimetallic surfaces with enhanced catalytic properties, which could be leveraged for rational bimetallic nanoparticle design using peptide-enabled approaches. / Air Force Office for Scientific Research (T.R.W., Grant No. FA9550-12-620 1-0226). S.P.E. and E.B.C. gratefully acknowledge financial support from the Army Research Office through a MURI award, W911NF-10-1-0520

Yes / Investigation of the non-covalent interaction of biomolecules with aqueous graphene interfaces is a rapidly expanding area. However, reliable exploitation of these interfaces in many applications requires that the links between the sequence and binding of the adsorbed peptide structures be clearly established. Molecular dynamics (MD) simulations can play a key role in elucidating the conformational ensemble of peptides adsorbed at graphene interfaces, helping to elucidate these rules in partnership with experimental characterisation. We apply our recently-developed polarisable force-field for biomolecule–graphene interfaces, GRAPPA, in partnership with advanced simulation approaches, to probe the adsorption behaviour of peptides at aqueous graphene. First we determine the free energy of adsorption of all twenty naturally occurring amino acids (AAs) via metadynamics simulations, providing a benchmark for interpreting peptide–graphene adsorption studies. From these free energies, we find that strong-binding amino acids have flat and/or compact side chain groups, and we relate this behaviour to the interfacial solvent structuring. Second, we apply replica exchange with solute tempering simulations to efficiently and widely sample the conformational ensemble of two experimentally-characterised peptide sequences, P1 and its alanine mutant P1A3, in solution and adsorbed on graphene. For P1 we find a significant minority of the conformational ensemble possesses a helical structure, both in solution and when adsorbed, while P1A3 features mostly extended, random-coil conformations. In solution this helical P1 configuration is stabilised through favourable intra-peptide interactions, while the adsorbed structure is stabilised via interaction of four strongly-binding residues, identified from our metadynamics simulations, with the aqueous graphene interface. Our findings rationalise the performance of the P1 sequence as a known graphene binder. / veski

Yes / We report on the predicted structural disruption of an adenosine-binding DNA aptamer adsorbed via noncovalent interactions on aqueous graphene. The use of surface-adsorbed biorecognition elements on device substrates is needed for integration in nanofluidic sensing platforms. Upon analyte binding, the conformational change in the adsorbed aptamer may perturb the surface properties, which is essential for the signal generation mechanism in the sensor. However, at present, these graphene-adsorbed aptamer structure(s) are unknown, and are challenging to experimentally elucidate. Here we use molecular dynamics simulations to investigate the structure and analyte-binding properties of this aptamer, in the presence and absence of adenosine, both free in solution and adsorbed at the aqueous graphene interface. We predict this aptamer to support a variety of stable binding modes, with direct base−graphene contact arising from regions located in the terminal bases, the centrally located binding pockets, and the distal loop region. Considerable retention of the in-solution aptamer structure in the adsorbed state indicates that strong intra-aptamer interactions compete with the graphene−aptamer interactions. However, in some adsorbed configurations the analyte adenosines detach from the binding pockets, facilitated by strong adenosine−graphene interactions.

Yes / Peptides have demonstrated unique capabilities to fabricate inorganic nanomaterials of numerous compositions through noncovalent binding of the growing surface in solution. In this contribution, we demonstrate that these biomolecules can control all facets of Au nanoparticle fabrication, including Au3+ reduction, without the use of secondary reagents. In this regard using the AuBP1 peptide, the N-terminal tryptophan residue is responsible for driving Au3+ reduction to generate Au nanoparticles passivated by the oxidized peptide in solution, where localized residue context effects control the reducing strength of the biomolecule. The process was fully monitored by both time-resolved monitoring of the growth of the localized surface plasmon resonance and transmission electron microscopy. Nanoparticle growth occurs by a unique disaggregation of nanoparticle aggregates in solution. Computational modeling demonstrated that the oxidized residue of the peptide sequence does not impact the biomolecule’s ability to bind the inorganic surface, as compared to the parent peptide, confirming that the biomolecule can be exploited for all steps in the nanoparticle fabrication process. Overall, these results expand the utility of peptides for the fabrication of inorganic nanomaterials, more strongly mimicking their use in nature via biomineralization processes. Furthermore, these capabilities enhance the simplicity of nanoparticle production and could find rapid use in the generation of complex multicomponent materials or nanoparticle assembly. / Air Force Office of Scientific Research, grant FA9550-12-1-0226.

Yes / Peptide-mediated synthesis and assembly of nanostructures opens new routes to functional inorganic/organic hybrid materials. However, understanding of the many factors that influence the interaction of biomolecules, specifically peptides, with metal surfaces remains limited. Understanding of the relationship between peptide sequence and resulting binding affinity and configurations would allow predictive design of peptides to achieve desired peptide/metal interface characteristics. Here, we measured the kinetics and thermodynamics of binding on a Au surface for a series of peptide sequences designed to probe specific sequence and context effects. For example, context effects were explored by making the same mutation at different positions in the peptide and by rearranging the peptide sequence without changing the amino acid content. The degree of peptide-surface contact, predicted from advanced molecular simulations of the surface-adsorbed structures, was consistent with the measured binding constants. In simulations, the ensemble of peptide backbone conformations showed little change with point mutations of the anchor residues that dominate interaction with the surface. Peptide-capped Au nanoparticles were produced using each sequence. Comparison of simulations with nanoparticle synthesis results revealed a correlation between the colloidal stability of the Au nanoparticles and the degree of structural disorder in the surface-adsorbed peptide structures for this family of sequences. These findings suggest new directions in the optimization and design of biomolecules for in situ peptide-based nanoparticle growth, binding, and dispersion in aqueous media.

Yes / The adsorption of three homo-tripeptides, HHH, YYY, and SSS, at the aqueous Au interface is investigated, using molecular dynamics simulations. We find that consideration of surface facet effects, relevant to experimental conditions, opens up new questions regarding interpretations of current experimental findings. Our well-tempered metadynamics simulations predict the rank ordering of the tripeptide binding affinities at aqueous Au(111) to be YYY > HHH > SSS. This ranking differs with that obtained from existing experimental data which used surface-immobilized Au nanoparticles as the target substrate. The influence of Au facet on these experimental findings is then considered, via our binding strength predictions of the relevant amino acids at aqueous Au(111) and Au(100)(1 × 1). The Au(111) interface supports an amino acid ranking of Tyr > HisA ≃ HisH > Ser, matching that of the tripeptides on Au(111), while the ranking on Au(100) is HisA > Ser ≃ Tyr ≃ HisH, with only HisA showing non-negligible binding. The substantial reduction in Tyr amino acid affinity for Au(100) vs Au(111) offers one possible explanation for the experimentally observed weaker adsorption of YYY on the nanoparticle-immobilized substrate compared with HHH. In a separate set of simulations, we predict the structures of the adsorbed tripeptides at the two aqueous Au facets, revealing facet-dependent differences in the adsorbed conformations. Our findings suggest that Au facet effects, where relevant, may influence the adsorption structures and energetics of biomolecules, highlighting the possible influence of the structural model used to interpret experimental binding data. / Air Office of Scientific Research, Grant No. FA9550-12-1-0226

Yes / Peptide-enabled nanoparticle (NP) synthesis routes can create and/or assemble functional nanomaterials under environmentally friendly conditions, with properties dictated by complex interactions at the biotic/abiotic interface. Manipulation of this interface through sequence modification can provide the capability for material properties to be tailored to create enhanced materials for energy, catalysis, and sensing applications. Fully realizing the potential of these materials requires a comprehensive understanding of sequence-dependent structure/function relationships that is presently lacking. In this work, the atomic-scale structures of a series of peptide-capped Au NPs are determined using a combination of atomic pair distribution function analysis of high-energy X-ray diffraction data and advanced molecular dynamics (MD) simulations. The Au NPs produced with different peptide sequences exhibit varying degrees of catalytic activity for the exemplar reaction 4-nitrophenol reduction. The experimentally derived atomic-scale NP configurations reveal sequence-dependent differences in structural order at the NP surface. Replica exchange with solute-tempering MD simulations are then used to predict the morphology of the peptide overlayer on these Au NPs and identify factors determining the structure/catalytic properties relationship. We show that the amount of exposed Au surface, the underlying surface structural disorder, and the interaction strength of the peptide with the Au surface all influence catalytic performance. A simplified computational prediction of catalytic performance is developed that can potentially serve as a screening tool for future studies. Our approach provides a platform for broadening the analysis of catalytic peptide-enabled metallic NP systems, potentially allowing for the development of rational design rules for property enhancemen / Air Force Office for Scientific Research (Grant #FA9550-12-1-0226, RRN; AFOSR LRIR) and DOE-BES grant DE-SC0006877, fellowship support from the National Research Council Research Associateship

Yes / The use of peptides to nucleate, grow, and stabilize nanoparticles in aqueous media via non-covalent interactions offers new possibilities for creating functional, water-dispersed inorganic/organic hybrid materials, particularly for Au nanoparticles. Numerous previous studies have identified peptide sequences that both possess a strong binding affinity for Au surfaces and are capable of supporting nanoparticle growth in water. However, recent studies have shown that not all such peptide sequences can produce stable dispersions of these nanoparticles. Here, via integrated experiments and molecular modeling, we provide new insights into the many factors that influence Au nanoparticle growth and stabilization in aqueous media. We define colloidal stability by the absence of visible precipitation after at least 24 hours post-synthesis. We use binding affinity measurements, nanoparticle synthesis, characterization and stabilization assays, and molecular modeling, to investigate a set of sequences based on two known peptides with strong affinity for Au. This set of biomolecules is designed to probe specific sequence and context effects using both point mutations and global reorganization of the peptides. Our data confirm, for a broader range of sequences, that Au nanoparticle/peptide binding affinity alone is not predictive of peptide-mediated colloidal stability. By comparing nanoparticle stabilization assay outcomes with molecular simulations, we establish a correlation between the colloidal stability of the Au nanoparticles and the degree of conformational diversity in the surface-adsorbed peptides. Our findings suggest future routes to engineer peptide sequences for bio-based growth and dispersion of functional nanoparticles in aqueous media. / Air Office of Scientific Research, grant number FA9550-12-1-0226.

Os estudos de modelagem molecular das interações entre ligantes baseado em oxindóis (isaepy, isapn, [Cu(isapn)]², isaenim e o SU9516) e as proteínas kinases dependentes de ciclina (CDK1 e CDK2) são apresentados neste trabalho. Uma inibição na atividade da CDK1 e CDK2, que catalisam a fosforilação de grupos específicos em proteínas, tem implicações na indução da apoptose celular. O objetivo é tentar determinar qual destes ligantes potencializa a inibição da síntese de ATP (adenosina trifosfato) em ADP (adenosina difosfato) no sítio ativo da CDK1 e CDK2 para, desta forma, induzir a apoptose de células cancerígenas. Os estudos realizados neste trabalho indicam que dentre os ligantes analisados, o isaepy e o isapn obtiveram melhores resultados de estabilidade e ligações de hidrogênio entre aminoácidos dentro do sítio. Analisamos a influência do íon Cu no aumento da eficácia do isapn na atividade inibitória (complexo [Cu(isapn)]²) e comparamos os resultados obtidos dos estudos do isapn e [Cu(isapn)]², quando inseridos no sítio de ligação do ATP da CDK1, com medidas de eletroforese em gel. Verificamos que os nossos resultados foram corroborados com as medidas de eletroforese. Também discutimos os resultados de cálculos de acoplamento hiperfino para o Cu no [Cu(isapn)]² em diferentes ambientes químicos e fizemos a comparação destes resultados com medidas de EPR. Desta forma, conseguimos verificar o ambiente químico do íon Cu e um aumento da estabilidade do isapn dentro do sítio estudado com a inserção do íon Cu. Este trabalho visa contribuir para a síntese de novos ligantes que aumentem a eficácia da inibição da síntese de ATP em ADP nas CDKs e também para a minimização dos custos através da diminuição da realização de experimentos que se baseiam em métodos de tentativa e erro. / Molecular modeling studies of the interaction of oxindol based ligands (isaepy, isapn [Cu(isapn)]²,isaenim and SU9516) with Cyclin Dependent Kinases proteins (CDK1 and CDK2) are presented here. CDK1 and CDK2 catalyze the phosphorylation of specific groups in proteins and inhibition of its activities implies in induction of cancer cells apoptosis. The goal is to determine which ligands increase the inhibition of ATP (adenosine triphosphate) into ADP (adenosine diphosphate) synthesis which occurs inside the CDK1 and CDK2 active site. We analyze the influence of the Cu ion on increasing the inhibitory activity in isapn ([Cu(isapn)]² metal complex). Comparisons between the results obtained from studies of the isapn and [Cu(isapn)]² inserted into the ATP binding site of CDK1 with measurements of gel electrophoresis were performed. The hyperfine coupling at Cu ion in [Cu(isapn)]² in different chemical environments are here obtained and the results are compared with EPR measurements. This work aims to contribute to the development of new ligands which increase the inhibition of the synthesis of ATP into ADP in the CDKs moreover we aim to assist in the reduction of the costs of measurements that are based on trial and error aproaches.

Os estudos de modelagem molecular das interações entre ligantes baseado em oxindóis (isaepy, isapn, [Cu(isapn)]², isaenim e o SU9516) e as proteínas kinases dependentes de ciclina (CDK1 e CDK2) são apresentados neste trabalho. Uma inibição na atividade da CDK1 e CDK2, que catalisam a fosforilação de grupos específicos em proteínas, tem implicações na indução da apoptose celular. O objetivo é tentar determinar qual destes ligantes potencializa a inibição da síntese de ATP (adenosina trifosfato) em ADP (adenosina difosfato) no sítio ativo da CDK1 e CDK2 para, desta forma, induzir a apoptose de células cancerígenas. Os estudos realizados neste trabalho indicam que dentre os ligantes analisados, o isaepy e o isapn obtiveram melhores resultados de estabilidade e ligações de hidrogênio entre aminoácidos dentro do sítio. Analisamos a influência do íon Cu no aumento da eficácia do isapn na atividade inibitória (complexo [Cu(isapn)]²) e comparamos os resultados obtidos dos estudos do isapn e [Cu(isapn)]², quando inseridos no sítio de ligação do ATP da CDK1, com medidas de eletroforese em gel. Verificamos que os nossos resultados foram corroborados com as medidas de eletroforese. Também discutimos os resultados de cálculos de acoplamento hiperfino para o Cu no [Cu(isapn)]² em diferentes ambientes químicos e fizemos a comparação destes resultados com medidas de EPR. Desta forma, conseguimos verificar o ambiente químico do íon Cu e um aumento da estabilidade do isapn dentro do sítio estudado com a inserção do íon Cu. Este trabalho visa contribuir para a síntese de novos ligantes que aumentem a eficácia da inibição da síntese de ATP em ADP nas CDKs e também para a minimização dos custos através da diminuição da realização de experimentos que se baseiam em métodos de tentativa e erro. / Molecular modeling studies of the interaction of oxindol based ligands (isaepy, isapn [Cu(isapn)]²,isaenim and SU9516) with Cyclin Dependent Kinases proteins (CDK1 and CDK2) are presented here. CDK1 and CDK2 catalyze the phosphorylation of specific groups in proteins and inhibition of its activities implies in induction of cancer cells apoptosis. The goal is to determine which ligands increase the inhibition of ATP (adenosine triphosphate) into ADP (adenosine diphosphate) synthesis which occurs inside the CDK1 and CDK2 active site. We analyze the influence of the Cu ion on increasing the inhibitory activity in isapn ([Cu(isapn)]² metal complex). Comparisons between the results obtained from studies of the isapn and [Cu(isapn)]² inserted into the ATP binding site of CDK1 with measurements of gel electrophoresis were performed. The hyperfine coupling at Cu ion in [Cu(isapn)]² in different chemical environments are here obtained and the results are compared with EPR measurements. This work aims to contribute to the development of new ligands which increase the inhibition of the synthesis of ATP into ADP in the CDKs moreover we aim to assist in the reduction of the costs of measurements that are based on trial and error aproaches.