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At least 19 recordsLinked to original sources

The use of gel filtration to follow conformational changes in proteins. Conformational flexibility of bovine myelin basic protein.

The hydrodynamic behavior of bovine myelin basic protein was studied by gel filtration through Sephadex G-100 under conditions which included variations in pH from 2 to 12, variations in ionic strength from 0.01 to 1.5 M at pH 2 and from 0.1 to 2 M at pH 7, and variations in guanidinium chloride concentration from 0 to 6 M. A number of well characterized compact globular proteins were subjected to the same conditions for comparison. Compact globular proteins showed major conformational transitions due to acid, alkali, and guanidinium chloride denaturation and, possibly, minor transitions as well. Myelin basic protein behaved like a flexible linear polyelectrolyte, expanding continuously between pH 11 and pH 2 to 3 at ionic strength 0.1 M and contracting continuously with increase in ionic strength at pH 2 and at pH 7 to the point of salting-out. Relatively low concentrations of guanidinium chloride (approximately 0.5 M) were sufficient to cause the basic protein to expand. With increasing concentration of the denaturant the molecule continued to expand, but in a noncooperative manner. These results demonstrated the lack of significant intramolecular stabilization in the protein.

Animals

CaXML: Chemistry-informed machine learning explains mutual changes between protein conformations and calcium ions in calcium-binding proteins using structural and topological features.

Proteins' flexibility is a feature in communicating changes in cell signaling instigated by binding with secondary messengers, such as calcium ions, associated with the coordination of muscle contraction, neurotransmitter release, and gene expression. When binding with the disordered parts of a protein, calcium ions must balance their charge states with the shape of calcium-binding proteins and their versatile pool of partners depending on the circumstances they transmit. Accurately determining the ionic charges of those ions is essential for understanding their role in such processes. However, it is unclear whether the limited experimental data available can be effectively used to train models to accurately predict the charges of calcium-binding protein variants. Here, we developed a chemistry-informed, machine-learning algorithm that implements a game theoretic approach to explain the output of a machine-learning model without the prerequisite of an excessively large database for high-performance prediction of atomic charges. We used the ab initio electronic structure data representing calcium ions and the structures of the disordered segments of calcium-binding peptides with surrounding water molecules to train several explainable models. Network theory was used to extract the topological features of atomic interactions in the structurally complex data dictated by the coordination chemistry of a calcium ion, a potent indicator of its charge state in protein. Our design created a computational tool of CaXML, which provided a framework of explainable machine learning model to annotate ionic charges of calcium ions in calcium-binding proteins in response to the chemical changes in an environment. Our framework will provide new insights into protein design for engineering functionality based on the limited size of scientific data in a genome space.

Machine Learning

Integrated LiP-MS and quantitative proteomics reveal coordinated alterations in protein conformation and expression across tumor and peritumoral regions in hepatocellular carcinoma.

Hepatocellular carcinoma (HCC) exhibits substantial molecular heterogeneity, yet protein-level alterations beyond abundance remain insufficiently characterized. Here, we integrated limited proteolysis mass spectrometry (Lip-MS) with 4D label-free quantitative proteomics to investigate conformational accessibility and protein abundance across tumor, peritumoral-near, and peritumoral-far tissues from HCC patients. Differential LiP peptides identified by both DDA and DIA corresponded to 725, 674, and 33 differentially conformed proteins in the Tumor vs. Peritumor-far, Tumor vs. Peritumor-near, and Peritumor-near vs. Peritumor-far comparisons, respectively. Quantitative proteomics identified 405, 365, and 4 differentially expressed proteins in the corresponding comparisons. Integrated analysis identified 488 and 469 conformation-specific altered proteins (CSAPs), which showed altered conformational accessibility without significant abundance changes, and 237 and 205 conformation-expression coupled proteins (CECPs) in the two tumor-involved comparisons. LiP peptide and protein abundance changes were positively correlated, with Spearman coefficients of 0.69-0.72, and more than 99% of CECPs showed concordant directions. Among them, 169 region-conserved CECPs (rcCECPs) were predominantly associated with metabolic and redox-related pathways. Protein-protein interaction analysis identified 30 hub rcCECPs. ACLY, ALDH18A1, GMPS, and DHX9 showed increased representative LiP peptide signals and protein abundance, elevated transcript expression in HCC, and associations with poorer overall survival. Peptide mapping further localized their differential LiP signals to specific sequence regions and annotated domains. Collectively, these findings provide an integrated view of regional conformational accessibility and protein abundance alterations in HCC and identify candidate proteins for further structural and functional investigation.

Humans

An immunological approach to the study of protein conformational heterogeneity: its application to growth hormone.

The study of multiple forms of a hormone due to changes in its secondary or tertiary structure (conformational heterogeneity) has been restricted to methods of physical chemistry which require relatively large quantities of purified preparations and has precluded such studies on circulating hormones. The present report describes an immunological approach to the study of GH conformational heterogeneity based on the simultaneous use of two homologous RIAs: one which recognizes porcine (p) GH in its native conformation (pGH RIA) and a second (pB RIA) for a 55-residue S-aminoethylated cyanogen bromide fragment (pB) of pGH (corresponding to residues 126-180 of human GH). In the pGH RIA, pB was nonreactive, whereas pGH displacement of [125I]iodo-pB from anti-pB serum required about 10(3) M excess and was nonparallel to pB. Treatment of pGH with urea plus mercaptoethanol (ME), which would be expected to affect the conformation of the GH molecule, increased its immunoreactivity 68-fold in the pB RIA and its dilution curve became parallel to that of pB. Similar treatment of porcine pituitary extract increased its immunoreactivity 97-fold in pB RIA with a corresponding slope change. In contrast, urea plus ME decreased pGH and pituitary extract immunoreactivity by 84% and 92%, respectively, in the pGH RIA. The pB RIA/pGH RIA ratio of immunoreactivity for pGH and for pituitary extract increased 795-fold and 569-fold, respectively, after combined treatment, whereas lesser increases were observed after urea or ME treatment alone. In conditions where alterations in GH conformation were suspected (highly purified, aged human GH preparations which were no longer satisfactory as radioiodinated tracers for radioimmunoassay), calculation of the pB RIA/hGH RIA ratio of immunoreactivity indicated increased values. Based on these results, a model is proposed in which unfolding a native hormone, with concomitant exposure of the antigenic determinant of pB, hidden within pGH, leads in increased immunoreactivity in the pB RIA and decreased immunoreactivity in the pGH RIA. In this model, the pB RIA/pGH RIA ratio of immunoreactivity would thus serve as an index of the state of hormonal unfolding.

Animals

Changes in the protein conformation of human spermatozoal membranes after treatment with cyclic adenosine 3':5'-monophosphate and human follicular fluid.

Infrared spectra in the amide I and amide II regions of acrosomal membranes isolated from ejaculated human spermatozoa indicate the presence of a high proportion of the constitutive proteins in the most stable protein configuration, the antiparallel beta-conformation. Since the infrared spectra obtained with the membranes suspended in D2O or after extraction of the lipid components do not show any significant change, it can be postulated that the antiparallel pleated sheet conformation of human spermatozoal membrane proteins is independent of the hydrated state and of the lipid constitution of the membrane.

Acrosome

Chorismate mutase/prephenate dehydratase from Escherichia coli K12. Effect of phenylalanine, NaCl and pH on the protein conformation.

The effects of phenylalanine, NaCl and pH on the conformation of chorismate mutase/prephenate dehydratase have been investigated, using measurements of far and near-ultraviolet circular dichroic spectra and ultraviolet difference spectra. At pH 8.2 in 20 mM Tris-Cl buffer the enzyme was found to contain 10-20% helix and 40-50% beta-structure. There was little or no change in these values on the addition of 1 mM phenylalanine (the allosteric effector) or 0.4 M NaCl or by decreasing the pH to 7.4. Both phenylalanine and NaCl caused significant changes in the conformation of the enzyme. The most prominent of these was the movement of a tryptophan residue into a more hydrophobic environment. There was also a slight perturbation of this tryptophan when the pH was decreased to 7.4. The conformational changes can explain sigmoidal kinetic behaviour observed previously [Gething et al. (1976) Eur. J. Biochem. 71, 317-325].

Allosteric Regulation

pK changes of ionizable reporter groups as an index of conformational changes in proteins. A study of fluorescein-labelled ribonuclease A.

A chemical derivative of bovine pancreatic ribonuclease A (RNase A) has been prepared by reaction with fluorescein-isothiocyanate at pH 6. This derivative has a fluorescein group covalently attached to the alpha-amino group of the protein. The enzymic properties of the modified protein are similar to those of RNase A. It is shown that the pK of the fluorescein group can be used as an index of protein conformation to monitor structural changes in the protein. In this work, the binding of a specific inhibitor (cytidine 2'-monophosphate) to RNase A, the isomerization process occurring in RNase A around pH 6, and the thermal unfolding of RNase A, were studied by mean of the pK changes of the fluorescein group. The results obtained by this method are fully consistent with those obtained by other methods. It is proposed that using ionizable reporter groups and their changes in pK to monitor conformational changes in proteins may be a sensitive tool both in equilibrium and kinetic studies.

Amino Acids

Coupling between oxidation state and hydrogen bond conformation in heme proteins.

In all heme proteins for which crystal structures are available, the N(epsilon) of a histidyl residue is bonded to the heme iron and N(delta) is hydrogen bonded to a carbonyl oxygen of the peptide backbone. We investigate here the possibility that a change in oxidation state of the iron or a change in the geometry of this hydrogen bond might change the hydrogen bond strength in a functionally significant way. Dimerization energies obtained from ab initio molecular orbital calculations on the hydrogen-bonded dimer of imidazole and planar formamide are used to represent the strength of this hydrogen bond in heme proteins. The effect of a change in iron oxidation state is modeled by varying the positive charge on imidazole. The effect of a change in hydrogen bond geometry is studied by employing x-ray coordinates for reduced and oxidized cytochrome c, deoxy- and metmyoglobin, and deoxy- and methemoglobin. Our conclusions are that the strength of this hydrogen bond in heme proteins is sensitive to both the oxidation state of the iron atom and to geometry changes on the order of those obtained from the x-ray coordinates. We speculate that the changes in oxidation state may be functionally coupled with changes in hydrogen bond geometry and that this hydrogen bond represents a feasible pathway to link protein conformation with redox potential or reactivity of the iron atom.

Animals

Conformational transitions of monellin, an intensely sweet protein.

Conformational transitions of monellin, an intensely sweet protein from the berries of Dioscoreophyllum cumminsii, were studied by the circular dichroism (CD) probe. According to the CD spectra, monellin has a low content of the helical structure and a significant amount of the pleated sheet (beta) conformation. The native conformation was found to be sensitive to alkali, sodium dodecyl sulfate, and guanidine-HC1, but it was stable in acid (e.g. pH 2.4) as shown by CD and persistence or the disappearance of sweet taste. The main chain conformation of the alkali-denatured monellin (pH 10.9) was restored upon acidification (pH 3.3) of the alkaline solutions. The tertiary structure, however, was not completely restroed, as indicated by CD in the 230-300 nm spectral zone, although the sweet taste reappeared. If the pH of a neutral solution was raised to 9.6, the CD in the near ultraviolet was significantly altered, though the sweet taste persisted. This indicates that a slight conformational change did not interfere with the effects on the taste buds. While sodium dodecyl sulfate readily disorganized the tertiary structure, the main chain was reconstructed by this reagent into a new form of higher helix content than in the native macromolecule. Reconstruction into a modified conformation of higher helix content was achieved also with 50% ethanol. The main chain conformation was not affected by 25% ethanol which produced slight changes in the CD at 230-260 nm zone and did not abolish the sweet taste.

Circular Dichroism

Circular-dichroism and absorption spectroscopic studies on specific aromatic residues involved in the different modes of aggregation of tobacco-mosaic-virus protein.

Conformational changes accompanying the different modes of aggregation of tobacco mosaic virus protein (TMV-protein) were investigated using circular dichroism (CD) and absorption difference spectra in the range of aromatic absorption. Comparing wild-type protein and mutant Ni 2068 (Tyr-139 leads to Cys-139) a tentative localization of aromatic amino acids in the three-dimensional structure is rendered possible. In all modes of aggregation the CD spectra are determined by intrasubunit interactions between aromatic residues, in particular Trp-17 and Trp-52 as well as Tyr-70, Tyr-72 and Tyr-139. The Trp-17-Trp-52 interaction was found to be highly sensitive towards changes of the quaternary structure especially with respect to helical aggregates. This suggests that the environment of the two tryptophan residues is of crucial importance in the three-dimensional structure of the subunit; in the course of aggregation intersubunit interactions compete with the specific intrasubunit Trp-17--Trp52 interactions. It is suggested that Try-70 and Tyr-72 form hydrogen bonds in a strongly hydrophobic environment. Formation of the double disc decreases the rotatory strength, pointing to an increase in conformational flexibility. Spectroscopic and chemical evidence prove that Tyr-70, Tyr-72 and Tyr-139 are in close neighbourhood. Double disc formation by lowering the pH (pH 8 LEADS TO 6.9, I = 0.1 M) or increasing the ionic strength (pH 8, I = 0.1 LEADS TO 0.6 M) is reflected by identical spectral effects in the environment of Tyr-70 - Tyr-72. However the interaction between Trp-17 and Trp-52 indicates significant differences in the conformation which may be important for the formation of higher aggregates, i.e. 'lockwashers', helices, and 'stacked discs'.

Binding Sites