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1.
Methods Enzymol ; 702: 75-87, 2024.
Article in English | MEDLINE | ID: mdl-39155121

ABSTRACT

NIS Synthetases are a widely distributed, novel superfamily of enzymes critical to stealth siderophore production-small molecules increasingly associated with virulence. Study of these enzymes for inhibition or utilization in biosynthesis of new antibiotics has been hindered by multiple kinetics assays utilizing different limiting reporters or relying on product dissociation as a precursor to signal. We present a label free, continuous readout assay optimized for NIS Synthetase systems utilizing an isothermal titration calorimetry instrument. This assay has been tested in an iterative system comparing multiple turnovers on a single substrate to a single bond formation event and is able to delineate these complex kinetics well. The ITC-based kinetic assay is the first label-free assay for the NIS field, which may allow for more detailed kinetic comparisons in the future, and may also have broader use for iterative enzymes in general.


Subject(s)
Calorimetry , Enzyme Assays , Peptide Synthases , Kinetics , Enzyme Assays/methods , Enzyme Assays/instrumentation , Calorimetry/methods , Peptide Synthases/metabolism , Peptide Synthases/chemistry , Bacterial Proteins/metabolism , Bacterial Proteins/chemistry , Siderophores/metabolism , Siderophores/chemistry , Substrate Specificity
2.
Methods Mol Biol ; 2845: 219-235, 2024.
Article in English | MEDLINE | ID: mdl-39115670

ABSTRACT

Isothermal titration calorimetry (ITC) is a widely used technique for the characterization of protein-protein and protein-ligand interactions. It provides information on the stoichiometry, affinity, and thermodynamic driving forces of interactions. This chapter exemplifies the use of ITC to investigate interactions between human autophagy modifiers (LC3/GABARAP proteins) and their interaction partners, the LIR motif-containing sequences. The purpose of this report is to present a detailed protocol for the production of LC3/GABARAP-interacting LIR peptides using E. coli expression systems. In addition, we outline the design of ITC experiments using the LC3/GABARAP:peptide interactions as an example. Comprehensive troubleshooting notes are provided to facilitate the adaptation of these protocols to different ligand-receptor systems. The methodology outlined for studying protein-ligand interactions will help to avoid common errors and misinterpretations of experimental results.


Subject(s)
Adaptor Proteins, Signal Transducing , Apoptosis Regulatory Proteins , Calorimetry , Microtubule-Associated Proteins , Protein Binding , Thermodynamics , Calorimetry/methods , Humans , Ligands , Microtubule-Associated Proteins/metabolism , Microtubule-Associated Proteins/chemistry , Apoptosis Regulatory Proteins/metabolism , Apoptosis Regulatory Proteins/chemistry , Adaptor Proteins, Signal Transducing/metabolism , Adaptor Proteins, Signal Transducing/chemistry , Escherichia coli/metabolism , Peptides/chemistry , Peptides/metabolism
3.
Zoolog Sci ; 41(4): 400-406, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39093286

ABSTRACT

In holometabolous insects, the larval body is almost completely decomposed and reconstructed into the adult body during the pupal-pharate adult stages. Therefore, the total energetic cost of this process is a key thermodynamic quantity necessary for evaluating the benefit of their life history. Here, we measured whole-body thermal dissipation of single pupae of the fruit fly, Drosophila melanogaster, during the period from puparium formation to adult eclosion as a function of age, using a high-precision isothermal calorimeter at T = 298 K. The mass-specific energy consumption during the period from the onset of larval-pupal apolysis to adult eclosion was determined to be 2.3 kJ/g for an individual of mass (adult) = 1.0 mg, while it was observed to follow Kleiber's law for individuals smaller than mass (adult) = 1.0 mg. During the pupal-pharate adult period, in addition to the U-shaped variation, several characteristic thermal dissipations related to various events, including somatic muscle contractions, ecdyses, pulsatile hormone secretion in a pharate adult, and vaporization of the exuvial fluid, were observed. The periodic bursts in the pharate adult stage grew exponentially, suggesting that the positive feedback in the metabolic system synchronized with the progression of development, making the energy consumption in this stage more efficient. The present study showed that high-precision calorimetry is a powerful and credible method for measuring not only the total energy spent during development but also the energy spent during every specific developmental event in an organism.


Subject(s)
Calorimetry , Drosophila melanogaster , Pupa , Animals , Drosophila melanogaster/growth & development , Pupa/growth & development , Calorimetry/methods , Energy Metabolism
4.
Postepy Biochem ; 70(2): 223-229, 2024 07 01.
Article in Polish | MEDLINE | ID: mdl-39083463

ABSTRACT

Enzymes, as biocatalysts, are an important target of many therapies and are also of great industrial importance, which is why repeatable and accurate parameterization of enzymatic catalysis is very important. The most popular spectrophotometric detection method in enzymology, despite its low cost and speed, often cannot be used directly due to the inappropriate spectral properties of substrates and products. It is then necessary to use auxiliary enzymes, chemical modification of substrates or post-reaction analysis, which may increase the cost of measurement, extend its time or affect the accuracy. Isothermal titration calorimetry is a method widely used mainly for the characterization of inter-molecular interactions, however, its use in enzyme kinetics is gaining more and more recognition due to the direct measurement of the reaction rate using the universal parameter of heat, high sensitivity and low reagent consumption. This work discusses two strategies for conducting a kinetic calorimetric experiment and their applications.


Subject(s)
Calorimetry , Enzymes , Calorimetry/methods , Kinetics , Enzymes/metabolism , Biocatalysis
5.
Anal Biochem ; 694: 115602, 2024 Nov.
Article in English | MEDLINE | ID: mdl-38977233

ABSTRACT

Modern isothermal titration calorimetry instruments give great precision, but for comparable accuracy they require chemical calibration. For the heat factor, one recommended process is HCl into the weak base TRIS. In studying this reaction with a VP-ITC and two Nano-ITCs, we have encountered some problems, most importantly a titrant volume shortfall Δv ≈ 0.3 µL, which we attribute to diffusive loss of HCl in the syringe tip. This interpretation is supported by a mathematical treatment of the diffusion problem. The effect was discovered through a variable-v protocol, which thus should be used to properly allow for it in any reaction that similarly approaches completion. We also find that the effects from carbonate contamination and from OH- from weak base hydrolysis can be more significant that previously thought. To facilitate proper weighting in the least-squares fitting of data, we have estimated data variance functions from replicate data. All three instruments have low-signal precision of σ ≈ 1 µJ; titrant volume uncertainty is a factor of ∼2 larger for the Nano-ITCs than for the VP-ITC. The final heat factors remain uncertain by more than the ∼1 % precision of the instruments and are unduly sensitive to the HCl concentration.


Subject(s)
Calorimetry , Calorimetry/methods , Calibration , Hydrochloric Acid/chemistry
6.
Methods Mol Biol ; 2796: 271-289, 2024.
Article in English | MEDLINE | ID: mdl-38856907

ABSTRACT

Ion channels are membrane proteins that may also have intracellular and extracellular domains that interact with other ligands. In many cases, these interaction sites are highly mobile and may undergo changes in the configuration upon binding with regulatory signaling molecules. Isothermal titration calorimetry (ITC) is a powerful technique to quantify protein-ligand interactions of purified samples in solution. This chapter describes a fragment-based analysis method using ITC to quantify the interactions between a domain of the voltage-gated Kv7 channel and the calcium-regulated protein calmodulin. This example can be used to quantify the interactions between specific domains of other ion channels and their regulatory signaling proteins.


Subject(s)
Calmodulin , Calorimetry , Protein Binding , Calorimetry/methods , Calmodulin/metabolism , Calmodulin/chemistry , Ligands , Ion Channels/metabolism , Ion Channels/chemistry , Humans , Binding Sites
7.
Int J Pharm ; 660: 124315, 2024 Jul 20.
Article in English | MEDLINE | ID: mdl-38852747

ABSTRACT

The compendial USP〈701〉 disintegration test method offers a crucial pass/fail assessment for immediate release tablet disintegration. However, its single end-point approach provides limited insight into underlying mechanisms. This study introduces a novel calorimetric approach, aimed at providing comprehensive process profiles beyond binary outcomes. We developed a novel disintegration reaction calorimeter to monitor the heat release throughout the disintegration process and successfully obtained enthalpy change profiles of placebo tablets with various porosities. The formulation comprised microcrystalline cellulose (MCC), anhydrous lactose, croscarmellose sodium (CCS), and magnesium stearate (MgSt). An abrupt temperature rise was observed after introducing the disintegration medium to tablets, and the relationship between the heat rise time and the tablet's porosity was investigated. The calorimeter's sensitivity was sufficient to discern distinct heat changes among individual tablets, and the analysis revealed a direct correlation between the two. Higher porosity corresponded to shorter heat rise time, indicating faster disintegration rates. Additionally, the analysis identified a concurrent endothermic process alongside the anticipated exothermic phenomenon, potentially associated with the dissolution of anhydrous lactose. Since lactose is the only soluble excipient within the blend composition, the endothermic process can be attributed to the absorption of heat as lactose molecules dissolve in water. The findings from this study underscore the potential of utilising calorimetric methods to quantify the wettability of complex compounds and, ultimately, optimise tablet formulations.


Subject(s)
Calorimetry , Cellulose , Excipients , Hot Temperature , Lactose , Stearic Acids , Tablets , Lactose/chemistry , Cellulose/chemistry , Excipients/chemistry , Porosity , Stearic Acids/chemistry , Calorimetry/methods , Solubility , Carboxymethylcellulose Sodium/chemistry , Chemistry, Pharmaceutical/methods , Drug Liberation , Drug Compounding/methods
8.
J Appl Physiol (1985) ; 137(1): 1-9, 2024 Jul 01.
Article in English | MEDLINE | ID: mdl-38695352

ABSTRACT

We tested whether spontaneous physical activity (SPA) from accelerometers could be used in a whole room calorimeter to estimate thermic effect of food (TEF). Eleven healthy participants (n = 7 females; age: 27 ± 4 yr; body mass index: 22.8 ± 2.6 kg/m2) completed two 23-h visits in randomized order: one "fed" with meals provided and one "fasted" with no food. SPA was measured by ActivPAL and Actigraph accelerometers. Criterion TEF was calculated as the difference in total daily energy expenditure (TDEE) between fed and fasted visits and compared with three methods of estimating TEF: 1) SPA-adjusted TEF (adjTEF)-difference in TDEE without SPA between visits, 2) Wakeful TEF-difference in energy expenditure obtained from linear regression and basal metabolic rate during waking hours, 3) 24-h TEF-increase in TDEE above SPA and sleeping metabolic rate. Criterion TEF was 9.4 ± 4.5% of TDEE. AdjTEF (difference in estimated vs. criterion TEF: activPAL: -0.3 ± 3.3%; Actigraph: -1.8 ± 8.0%) and wakeful TEF (activPAL: -0.9 ± 6.1%; Actigraph: -2.8 ± 7.6%) derived from both accelerometers did not differ from criterion TEF (all P > 0.05). ActivPAL-derived 24-h TEF overestimated TEF (6.8 ± 5.4%, P = 0.002), whereas Actigraph-derived 24-h TEF was not significantly different (4.3 ± 9.4%, P = 0.156). TEF estimations using activPAL tended to show better individual-level agreement (i.e., smaller coefficients of variation). Both accelerometers can be used to estimate TEF in a whole room calorimeter; wakeful TEF using activPAL is the most viable option given strong group-level accuracy and reasonable individual agreement.NEW & NOTEWORTHY Two research-grade accelerometers can effectively estimate spontaneous physical activity and improve the estimation of thermic effect of food (TEF) in whole room calorimeters. The activPAL demonstrates strong group-level accuracy and reasonable individual-level agreement in estimating wakeful TEF, whereas a hip-worn Actigraph is an acceptable approach for estimating 24-h TEF. These results highlight the promising potential of accelerometers in advancing energy balance research by improving the assessment of TEF within whole room calorimeters.


Subject(s)
Accelerometry , Energy Metabolism , Exercise , Humans , Female , Adult , Male , Accelerometry/methods , Accelerometry/instrumentation , Energy Metabolism/physiology , Exercise/physiology , Calorimetry/methods , Young Adult , Fasting/physiology , Calorimetry, Indirect/methods , Basal Metabolism/physiology , Food
9.
Arch Biochem Biophys ; 756: 109995, 2024 06.
Article in English | MEDLINE | ID: mdl-38621448

ABSTRACT

T4 polynucleotide kinase (T4 PNK) phosphorylates the 5'-terminus of DNA and RNA substrates. It is widely used in molecular biology. Single nucleotides can serve as substrates if a 3'-phosphate group is present. In this study, the T4 PNK-catalyzed conversion of adenosine 3'-monophosphate (3'-AMP) to adenosine-3',5'-bisphosphate was characterized using isothermal titration calorimetry (ITC). Although ITC is typically used to study ligand binding, in this case the instrument was used to evaluate enzyme kinetics by monitoring the heat production due to reaction enthalpy. The reaction was initiated with a single injection of 3'-AMP substrate into the sample cell containing T4 PNK and ATP at pH 7.6 and 30 °C, and Michaelis-Menten analysis was performed on the reaction rates derived from the plot of differential power versus time. The Michaelis-Menten constant, KM, was 13 µM, and the turnover number, kcat, was 8 s-1. The effect of inhibitors was investigated using pyrophosphate (PPi). PPi caused a dose-dependent decrease in the apparent kcat and increase in the apparent KM under the conditions tested. Additionally, the intrinsic reaction enthalpy and the activation energy of the T4 PNK-catalyzed phosphorylation of 3'-AMP were determined to be -25 kJ/mol and 43 kJ/mol, respectively. ITC is seldom used as a tool to study enzyme kinetics, particularly for technically-challenging enzymes such as kinases. This study demonstrates that quantitative analysis of kinase activity can be amenable to the ITC single injection approach.


Subject(s)
Calorimetry , Polynucleotide 5'-Hydroxyl-Kinase , Kinetics , Calorimetry/methods , Polynucleotide 5'-Hydroxyl-Kinase/metabolism , Polynucleotide 5'-Hydroxyl-Kinase/chemistry , Adenosine Monophosphate/chemistry , Adenosine Monophosphate/metabolism , Thermodynamics , Bacteriophage T4/enzymology , Diphosphates/chemistry , Diphosphates/metabolism , Phosphorylation
10.
Biochem Biophys Res Commun ; 711: 149908, 2024 Jun 04.
Article in English | MEDLINE | ID: mdl-38613867

ABSTRACT

RNA aptamers are oligonucleotides, selected through Systematic Evolution of Ligands by EXponential Enrichment (SELEX), that can bind to specific target molecules with high affinity. One such molecule is the RNA aptamer that binds to a blue-fluorescent Hoechst dye that was modified with bulky t-Bu groups to prevent non-specific binding to DNA. This aptamer has potential for biosensor applications; however, limited information is available regarding its conformation, molecular interactions with the ligand, and binding mechanism. The study presented here aims to biophysically characterize the Hoechst RNA aptamer when complexed with the t-Bu Hoechst dye and to further optimize the RNA sequence by designing and synthesizing new sequence variants. Each variant aptamer-t-Bu Hoechst complex was evaluated through a combination of fluorescence emission, native polyacrylamide gel electrophoresis, fluorescence titration, and isothermal titration calorimetry experiments. The results were used to design a minimal version of the aptamer consisting of only 21 nucleotides. The performed study also describes a more efficient method for synthesizing the t-Bu Hoechst dye derivative. Understanding the biophysical properties of the t-Bu Hoechst dye-RNA complex lays the foundation for nuclear magnetic resonance spectroscopy studies and its potential development as a building block for an aptamer-based biosensor that can be used in medical, environmental or laboratory settings.


Subject(s)
Aptamers, Nucleotide , Aptamers, Nucleotide/chemistry , Fluorescent Dyes/chemistry , Nucleic Acid Conformation , Biosensing Techniques/methods , Base Sequence , Spectrometry, Fluorescence/methods , SELEX Aptamer Technique/methods , Calorimetry/methods , RNA/chemistry
11.
Methods ; 225: 52-61, 2024 May.
Article in English | MEDLINE | ID: mdl-38492901

ABSTRACT

Isothermal titration calorimetry (ITC) and surface plasmon resonance (SPR) are two commonly used methods to probe biomolecular interactions. ITC can provide information about the binding affinity, stoichiometry, changes in Gibbs free energy, enthalpy, entropy, and heat capacity upon binding. SPR can provide information about the association and dissociation kinetics, binding affinity, and stoichiometry. Both methods can determine the nature of protein-protein interactions and help understand the physicochemical principles underlying complex biochemical pathways and communication networks. This methods article discusses the practical knowledge of how to set up and troubleshoot these two experiments with some examples.


Subject(s)
Calorimetry , Protein Binding , Surface Plasmon Resonance , Thermodynamics , Surface Plasmon Resonance/methods , Calorimetry/methods , Kinetics , Proteins/chemistry , Proteins/metabolism , Protein Interaction Mapping/methods , Entropy
12.
Int J Biol Macromol ; 259(Pt 2): 129297, 2024 Feb.
Article in English | MEDLINE | ID: mdl-38211927

ABSTRACT

Importance of metal ion selectivity in biomolecules and their key role in proteins are widely explored. However, understanding the thermodynamics of how hydrated metal ions alter the protein hydration and their conformation is also important. In this study, the interaction of some biologically important Ca2+, Mn2+, Co2+, Cu2+, and Zn2+ ions with hen egg white lysozyme at pH 2.1, 3.0, 4.5 and 7.4 has been investigated. Intrinsic fluorescence studies have been employed for metal ion-induced protein conformational changes analysis. Thermostability based on protein hydration has been investigated using differential scanning calorimetry (DSC). Thermodynamic parameters emphasizing on metal ion-protein binding mechanistic insights have been well discussed using isothermal titration calorimetry (ITC). Overall, these experiments have reported that their interactions are pH-dependent and entropically driven. This research also reports the strongly hydrated metal ions as water structure breaker unlike osmolytes based on DSC studies. These experimental results have highlighted higher concentrations of different metal ions effect on the protein hydration and thermostability which might be helpful in understanding their interactions in aqueous solutions.


Subject(s)
Egg White , Muramidase , Muramidase/metabolism , Metals/metabolism , Proteins , Thermodynamics , Ions , Calorimetry/methods , Hydrogen-Ion Concentration
13.
J Mol Recognit ; 37(2): e3075, 2024 Mar.
Article in English | MEDLINE | ID: mdl-38191989

ABSTRACT

The binding of four alkaloids with human serum albumin (HSA) was investigated by isothermal titration calorimetry (ITC), spectroscopy and molecular docking techniques. The findings demonstrated that theophylline or caffeine can bind to HAS, respectively. The number of binding sites and binding constants are obtained. The binding mode is a static quenching process. The effects of steric hindrance, temperature, salt concentration and buffer solution on the binding indicated that theophylline and HSA have higher binding affinity than caffeine. The fluorescence and ITC results showed that the interaction between HSA and theophylline or caffeine is an entropy-driven spontaneous exothermic process. The hydrophobic force was the primary driving factor. The experimental results were consistent with the molecular docking data. Based on the molecular structures of the four alkaloids, steric hindrance might be a major factor in the binding between HSA and these four alkaloids. This study elucidates the mechanism of interactions between four alkaloids and HSA.


Subject(s)
Alkaloids , Serum Albumin, Human , Humans , Serum Albumin, Human/chemistry , Molecular Docking Simulation , Caffeine , Theophylline , Spectrometry, Fluorescence , Thermodynamics , Binding Sites , Calorimetry/methods , Protein Binding , Circular Dichroism
14.
Protein Sci ; 33(1): e4849, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38037490

ABSTRACT

The breast cancer susceptibility 1 (BRCA1) protein plays a pivotal role in modulating the transcriptional activity of the vital intrinsically disordered transcription factor MYC. In this regard, mutations of BRCA1 and interruption of its regulatory activity are related to hereditary breast and ovarian cancer (HBOC). Interestingly, so far, MYC's main dimerization partner MAX (MYC-associated factor X) has not been found to bind BRCA1 despite a high sequence similarity between both oncoproteins. Herein, we show that a potential reason for this discrepancy is the heterogeneous conformational space of MAX, which encloses a well-documented folded coiled-coil homodimer as well as a less common intrinsically disordered monomer state-contrary to MYC, which exists mostly as intrinsically disordered protein in the absence of any binding partner. We show that when the intrinsically disordered state of MAX is artificially overpopulated, the binding of MAX to BRCA1 can readily be observed. We characterize this interaction by nuclear magnetic resonance (NMR) spectroscopy chemical shift and relaxation measurements, complemented with ITC and SAXS data. Our results suggest that BRCA1 directly binds the MAX monomer to form a disordered complex. Though probed herein under biomimetic in-vitro conditions, this finding can potentially stimulate new perspectives on the regulatory network around BRCA1 and its involvement in MYC:MAX regulation.


Subject(s)
BRCA1 Protein , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors , Humans , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/chemistry , Basic Helix-Loop-Helix Leucine Zipper Transcription Factors/metabolism , BRCA1 Protein/chemistry , BRCA1 Protein/metabolism , Calorimetry/methods , Intrinsically Disordered Proteins/chemistry , Intrinsically Disordered Proteins/metabolism , Nuclear Magnetic Resonance, Biomolecular , Proto-Oncogene Proteins c-myc/metabolism
15.
Phys Eng Sci Med ; 47(1): 143-151, 2024 Mar.
Article in English | MEDLINE | ID: mdl-37938519

ABSTRACT

Optical Calorimetry (OC) is based on interferometry and provides a direct measurement of spatially resolved absorbed dose to water by measuring refractive index changes induced by radiation. The purpose of this work was to optimize and characterize in software an OC system tailored for ultra-high dose rate applications and to build and test a prototype in a clinical environment. A radiation dosimeter using the principles of OC was designed in optical modelling software. Traditional image quality instruments, fencepost and contrast phantoms, were utilized both in software and experimentally in a lab environment to investigate noise reduction techniques and to test the spatial and dose resolution of the system. Absolute dose uncertainty was assessed by measurements in a clinical 6 MV Flattening Filter Free (FFF) photon beam with dose rates in the range 0.2-6 Gy/s achieved via changing the distance from the source. Design improvements included: equalizing the pathlengths of the interferometer, isolating the system from external vibrations and controlling the system's internal temperature as well as application of mathematical noise reduction techniques. Simulations showed that these improvements should increase the spatial resolution from 22 to 35 lp/mm and achieve a minimum detectable dose of 0.2 Gy, which was confirmed experimentally. In the FFF beam, the absolute dose uncertainty was dose rate dependent and decreased from 2.5 ± 0.8 to 2.5 ± 0.2 Gy for dose rates of 0.2 and 6 Gy/s, respectively. A radiation dosimeter utilizing the principles of OC was developed and constructed. Optical modelling software and image quality phantoms allowed for iterative testing and refinement. The refined OC system proved capable of measuring absorbed dose to water in a linac generated photon beam. Reduced uncertainty at higher dose rates indicates the potential for OC as a dosimetry system for high dose rate techniques such as microbeam and ultra-high dose-rate radiotherapy.


Subject(s)
Radiometry , Software , Computer Simulation , Calorimetry/methods , Water
16.
Vet Microbiol ; 288: 109929, 2024 Jan.
Article in English | MEDLINE | ID: mdl-38048670

ABSTRACT

With today's challenges regarding antibiotic resistance and the importance of the implementation of prudent use of antibiotics, fast and reliable diagnostic tools for bacterial infections and subsequent antimicrobial susceptibility testing are of utmost relevance. Isothermal microcalorimetry (IMC) is a broadly applicable method, with which metabolic heat flow in reproducing bacteria can be measured in real time. To the best of the authors' knowledge, this is the first report on examination of 124 urine samples from feline and canine urinary tract infection with an IMC-based prototype instrument. A concentration-dependent time of peak heat flow by dilution series with Escherichia coli and Enterococcus faecalis reference strains demonstrated the general good performance of the prototype for detection of these bacteria. With diagnostic culture being set as a gold standard, the diagnostic sensitivity of IMC compared to bacteriological culture was 80 %, the diagnostic specificity was 97 %. With a Cohens' kappa value (κ) of 0.80, the two methods show good concordance. The results from our study demonstrate that the IMC technology is suitable to allow reliable, but much faster detection of bacteria than conventional culture, especially for Escherichia coli. Thus, implementing IMC technology could markedly speed up the bacteriological diagnostic process in veterinary medicine.


Subject(s)
Cat Diseases , Dog Diseases , Urinary Tract Infections , Animals , Cats , Dogs , Microbial Sensitivity Tests/veterinary , Bacteria , Calorimetry/methods , Calorimetry/veterinary , Urinary Tract Infections/diagnosis , Urinary Tract Infections/veterinary , Urinary Tract Infections/microbiology , Anti-Bacterial Agents , Escherichia coli , Cat Diseases/microbiology , Dog Diseases/diagnosis , Dog Diseases/microbiology
17.
Int J Mol Sci ; 24(20)2023 Oct 11.
Article in English | MEDLINE | ID: mdl-37894754

ABSTRACT

We compare several different methods to quantify the uncertainty of binding parameters estimated from isothermal titration calorimetry data: the asymptotic standard error from maximum likelihood estimation, error propagation based on a first-order Taylor series expansion, and the Bayesian credible interval. When the methods are applied to simulated experiments and to measurements of Mg(II) binding to EDTA, the asymptotic standard error underestimates the uncertainty in the free energy and enthalpy of binding. Error propagation overestimates the uncertainty for both quantities, except in the simulations, where it underestimates the uncertainty of enthalpy for confidence intervals less than 70%. In both datasets, Bayesian credible intervals are much closer to observed confidence intervals.


Subject(s)
Uncertainty , Bayes Theorem , Calorimetry/methods , Thermodynamics , Protein Binding
18.
J Chem Inf Model ; 63(19): 6095-6108, 2023 10 09.
Article in English | MEDLINE | ID: mdl-37759363

ABSTRACT

Understanding the thermodynamic signature of protein-peptide binding events is a major challenge in computational chemistry. The complexity generated by both components possessing many degrees of freedom poses a significant issue for methods that attempt to directly compute the enthalpic contribution to binding. Indeed, the prevailing assumption has been that the errors associated with such approaches would be too large for them to be meaningful. Nevertheless, we currently have no indication of how well the present methods would perform in terms of predicting the enthalpy of binding for protein-peptide complexes. To that end, we carefully assembled and curated a set of 11 protein-peptide complexes where there is structural and isothermal titration calorimetry data available and then computed the absolute enthalpy of binding. The initial "out of the box" calculations were, as expected, very modest in terms of agreement with the experiment. However, careful inspection of the outliers allows for the identification of key sampling problems such as distinct conformations of peptide termini not being sampled or suboptimal cofactor parameters. Additional simulations guided by these aspects can lead to a respectable correlation with isothermal titration calorimetry (ITC) experiments (R2 of 0.88 and an RMSE of 1.48 kcal/mol overall). Although one cannot know prospectively whether computed ITC values will be correct or not, this work shows that if experimental ITC data are available, then this in conjunction with computed ITC, can be used as a tool to know if the ensemble being simulated is representative of the true ensemble or not. That is important for allowing the correct interpretation of the detailed dynamics of the system with respect to the measured enthalpy. The results also suggest that computational calorimetry is becoming increasingly feasible. We provide the data set as a resource for the community, which could be used as a benchmark to help further progress in this area.


Subject(s)
Peptides , Proteins , Proteins/chemistry , Thermodynamics , Peptides/chemistry , Calorimetry/methods , Protein Binding
19.
Molecules ; 28(13)2023 Jul 07.
Article in English | MEDLINE | ID: mdl-37446937

ABSTRACT

Plant tannins are known for their anthelmintic and antiparasitic activities and have been increasingly studied to battle the ever-growing problem of anthelmintic resistance. While tannins have been shown to exhibit these activities on their own, one approach would be to use them as complementary nutrients alongside commercial anthelmintics. So far, research on the interactions between tannins and anthelmintics is limited, and few studies have reported both synergistic and antagonistic effects depending on the type of tannin and the method used. These interactions could either strengthen or weaken the efficacy of commercial anthelmintics, especially if tannin-rich diets are combined with anthelmintics used as oral drenches. To study these interactions, a series of hydrolysable tannins (HTs) was selected, and their direct interactions with thiabendazole (TBZ) were evaluated by isothermal titration calorimetry (ITC), which allowed the detection of the exothermic interaction but also the roles and significances of different structural features of HTs in these interactions. Our results show that HTs can have a direct interaction with the benzimidazole anthelmintic TBZ and that the interaction is strengthened by increasing the number of free galloyl groups and the overall molecular flexibility of HTs.


Subject(s)
Anthelmintics , Tannins , Tannins/pharmacology , Tannins/chemistry , Anthelmintics/chemistry , Plant Extracts/chemistry , Hydrolyzable Tannins , Thiabendazole , Calorimetry/methods
20.
Int J Mol Sci ; 24(10)2023 May 09.
Article in English | MEDLINE | ID: mdl-37239819

ABSTRACT

Human serum alpha-1 acid glycoprotein is an acute-phase plasma protein involved in the binding and transport of many drugs, especially basic and lipophilic substances. It has been reported that the sialic acid groups that terminate the N-glycan chains of alpha-1 acid glycoprotein change in response to certain health conditions and may have a major impact on drug binding to alpha-1 acid glycoprotein. The interaction between native or desialylated alpha-1 acid glycoprotein and four representative drugs-clindamycin, diltiazem, lidocaine, and warfarin-was quantitatively evaluated using isothermal titration calorimetry. The calorimetry assay used here is a convenient and widely used approach to directly measure the amount of heat released or absorbed during the association processes of biomolecules in solution and to quantitatively estimate the thermodynamics of the interaction. The results showed that the binding of drugs with alpha-1 acid glycoprotein were enthalpy-driven exothermic interactions, and the binding affinity was in the range of 10-5-10-6 M. Desialylated alpha-1 acid glycoprotein showed significantly different binding with diltiazem, lidocaine, and warfarin compared with native alpha-1 acid glycoprotein, whereas clindamycin showed no significant difference. Therefore, a different degree of sialylation may result in different binding affinities, and the clinical significance of changes in sialylation or glycosylation of alpha-1 acid glycoprotein in general should not be neglected.


Subject(s)
Clindamycin , Warfarin , Humans , Protein Binding , Warfarin/pharmacology , Diltiazem , Calorimetry/methods , Orosomucoid/metabolism , Thermodynamics , Drug Interactions
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