scieee AI-readable full text Open interactive document viewer

Nanomechanical study of enzyme: Coenzyme complexes: Bipartite sites in plastidic ferredoxin-NADP+ reductase for the interaction with NADP+

Pérez-Domínguez, Sandra,Caballero-Mancebo, Silvia,Marcuello, Carlos,Martínez-Júlvez, Marta,Medina, Milagros,Lostao, Anabel

Abstract

This article belongs to the Special Issue Reaction Mechanism of the Ferredoxin–Ferredoxin NAD(P)+/H Oxidoreductase System.

Full text

  Citation: Pérez-Domínguez, S.; Caballero-Mancebo, S.; Marcuello, C.; Martínez-Júlvez, M.; Medina, M.; Lostao, A. Nanomechanical Study of Enzyme: Coenzyme Complexes: Bipartite Sites in Plastidic FerredoxinNADP+Reductase for the Interaction with NADP+.Antioxidants 2022,11, 537. https://doi.org/10.3390/ antiox11030537 Academic Editors: Daisuke Seo and Narimantas K. Cenas Received: 9 February 2022 Accepted: 8 March 2022 Published: 11 March 2022 Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations. Copyright: © 2022 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https:// creativecommons.org/licenses/by/ 4.0/). antioxidants Article Nanomechanical Study of Enzyme: Coenzyme Complexes: Bipartite Sites in Plastidic Ferredoxin-NADP+Reductase for the Interaction with NADP+ Sandra Pérez-Domínguez 1,†, Silvia Caballero-Mancebo 1,† , Carlos Marcuello 1,2 , Marta Martínez-Júlvez 3, Milagros Medina 3,* and Anabel Lostao 1,2,4,* 1Instituto de Nanociencia y Materiales de Aragón (INMA), CSIC-Universidad de Zaragoza, 50009 Zaragoza, Spain; [email protected] (S.P.-D.); [email protected] (S.C.-M.); [email protected] (C.M.) 2Laboratorio de Microscopías Avanzadas (LMA), Universidad de Zaragoza, 50018 Zaragoza, Spain 3Departamento de Bioquímica y Biología Molecular y Celular, Facultad de Ciencias, Instituto de BiocomputaciónyFísica de Sistemas Complejos (BIFI) (GBsC-CSIC Joint Unit), Universidad de Zaragoza, 50018 Zaragoza, Spain; [email protected] 4Fundación ARAID, 50018 Zaragoza, Spain *Correspondence: [email protected] (M.M.); [email protected] (A.L.); Tel.: +34-976762476 (M.M.); +34-876555357 (A.L.) † These authors contributed equally to this work. Abstract: Plastidic ferredoxin-NADP + reductase (FNR) transfers two electrons from two ferredoxin or flavodoxin molecules to NADP + , generating NADPH. The forces holding the Anabaena FNR:NADP + complex were analyzed by dynamic force spectroscopy, using WT FNR and three C-terminal Y303 variants, Y303S, Y303F, and Y303W. FNR was covalently immobilized on mica and NADP + attached to AFM tips. Force–distance curves were collected for different loading rates and specific unbinding forces were analyzed under the Bell–Evans model to obtain the mechanostability parameters associated with the dissociation processes. The WT FNR:NADP + complex presented a higher mechanical stability than that reported for the complexes with protein partners, corroborating the stronger affinity of FNR for NADP + . The Y303 mutation induced changes in the FNR:NADP + interaction mechanical stability. NADP + dissociated from WT and Y303W in a single event related to the release of the adenine moiety of the coenzyme. However, two events described the Y303S:NADP + dissociation that was also a more durable complex due to the strong binding of the nicotinamide moiety of NADP + to the catalytic site. Finally, Y303F shows intermediate behavior. Therefore, Y303, reported as crucial for achieving catalytically competent active site geometry, also regulates the concerted dissociation of the bipartite nucleotide moieties of the coenzyme. Keywords: ferredoxin NADP + reductase; atomic force microscopy; dynamic force spectroscopy; NADP + ; protein–ligand (substrate) interactions; single-molecule methods; flavoproteins; functionalization; nanomechanics; mechanical stability 1. Introduction In living cells, enzymatic processes are catalyzed by the cooperation of a number of enzymes and coenzymes that, in successive steps, transform metabolites into a variety of products. Furthermore, enzymes are exploited in a variety of manufacturing processes such as the synthesis of medicines [ 1 ], food processing, purifying factory effluents, and pollution in water and soils [ 2 ], among others. Despite the great power of enzymatic processes, their potential has not been fully exploited, mainly due to the limited understanding of the mechanisms regarding the assembly and dissociation between reacting molecules. Recent advances in imaging methods have demonstrated that it is possible to make direct observations of the dynamic behavior of single molecules [ 3 , 4 ] and to determine the Antioxidants 2022,11, 537. https://doi.org/10.3390/antiox11030537 https://www.mdpi.com/journal/antioxidants Antioxidants 2022,11, 537 2 of 20 mechanisms of action at the single-molecule level [ 5 – 7 ]. Among the available singlemolecule methods, those designed to measure forces between molecules or within an individual molecule stand out [ 8 ]. The most broadly used technique in this area is atomic force microscopy (AFM) [ 9 ] in force spectroscopy mode [ 10 ], with other techniques also available, such as biomembrane force probes [ 11 ], laminar flow chambers [ 12 ], optical tweezers [ 13 ], and magnetic tweezers [ 14 ]. These approaches allow us to manipulate and measure signals from individual entities and follow their motions at the nanometer scale, as well as to apply and measure forces over a large range, from pico to milli Newtons, depending on the method used. This research area in the dynamic force spectroscopy (DFS) modality tackles the complex relationship between force, lifetime, and chemistry in single molecular bonds, and it is used to analyze the dynamics of the observed process by measuring force as a function of the velocity at which it is applied, termed the loading rate R. The processes that are accessible with this approach range from the stretching of nucleic acids [ 15 ], protein unfolding [ 16 ], dissociation of ligand–receptor complexes under force [ 10 ], and even unraveling enzyme catalysis mechanisms [ 17 ], among others. The results given by the use of these techniques have the potential to provide fundamental insights into biological processes, which are critical for a better understanding of molecular dynamics and function. In this study, DFS by AFM was used to analyze the dissociation under the force of ferredoxin–NADP + reductase (FNR) from its nicotinamide adenine dinucleotide phosphate (NADP + ) substrate at the single-molecule level. During photosynthesis, ferredoxin − NADP + reductase (FNR) catalyzes the electron transfer from ferredoxin (Fd), or flavodoxin (Fld) in case of iron deficiency in the medium, to NADP + via its FAD cofactor to provide reducing power to the energetic metabolism in the form of NADPH [ 18 – 20 ]. Indeed, the overall process for NADPH formation involves at least two transient Fd:FNR:NADP + complexes, where the initially preformed FNR ox :NADP + complex subsequently binds two Fd (or Fld) molecules successively; the first reduces the enzyme to the semiquinone state, FNR sq , and the second reduces the enzyme to the fully reduced hydroquinone state, FNR hq . Finally, upon production of the Fd ox :FNR hq :NADP + organization, hydride transfer (HT) from FNR hq to NADP + takes place [ 20 ]. The very first steps in this process include the recognition of the NADP + coenzyme by FNR ox . Three FNR sites are relevant to achieve specific and catalytically competent NADP + binding (Figure 1) [ 21 ]. The 2 0 -P-AMP moiety of NADP + is recognized by Ser, Arg, and Tyr residues (Ser223, Arg224, Arg233, and Tyr235 in Anabaena FNR (AnFNR)) and this induces conformational changes that facilitate the subsequent binding of the pyrophosphate (accommodated by loops 155–160 and 261–268 in AnFNR) and the nicotinamide mononucleotide (NMN) moieties of the coenzyme [ 22 , 23 ]. Eventually, the efficiency of the HT event depends on the final proper orientation of the N5 of the FAD isoalloxazine ring and the C4 of the coenzyme nicotinamide ring [ 20 ]. To achieve such organization, the C-terminal Tyr (Y303 in AnFNR) has to be displaced (Figure 1) [ 21 , 24 , 25 ]. Site-directed mutagenesis and biocomputational simulations have shown that the side chain of this C-terminal Tyr is key to providing the optimum geometry between reacting rings to provide arrangements compatible with HT (Figure 1) [ 26 , 27 ]. Thus, the replacement of this Tyr by Phe, Trp, or Ser has shown that, despite not being involved in the HT itself, this C-terminal residue modulates the flavin midpoint reduction potential, the NADP +⁄ H binding affinity, and the selectivity for NADPH, as well as the formation of the catalytically competent complex and release of the NADPH product once the HT reaction takes place [24,28,29]. Antioxidants 2022,11, 537 3 of 20 Figure 1. Proposed steps for the interaction of NADP + with AnFNR to attain a catalytically competent complex as depicted by available structural models. ( a ) Detail of the FNR active site in three models of ternary complexes. C-I and C-II are crystallographic models for FNR ox :NADP + complex (PDBs 1quf and 1gjr, respectively) related with the initial recognition and binding of the 2-P-AMP moiety, and the subsequent binding of the pyrophosphate moiety of the coenzyme NADP + . In none of these structures, the nicotinamide redox moiety of the coenzyme attaches a catalytically competent association to the flavin isoalloxazine ring, because the C-terminal Y303 stacks against the isoalloxazine. C-III shows the organization at the active site of a computationally optimized model that allows stacking of the coenzyme nicotinamide to the isoalloxazine, compatible with HT, and where Tyr303 contributes to nicotinamide allocation [ 27 , 30 ]. ( b ) C-Y303S stands for the crystal structure of the Y303S FNR ox :NADP + crystallographic complex (PDB 2bsa), where strong isoalloxazine–nicotinamide stacking prevents the photosynthetic HT [ 29 ]. FAD and NADP + are represented in CPK sticks with carbons colored in orange and green, respectively. The C-terminal residue (Y303 or S303) is shown in CPK with carbons in violet purple. The bottom panel on the right shows the corresponding structure of WT AnFNR (PDB 1que), where the studied region in the rest of the panels is highlighted inside a square. AFM has been previously used to determine the conformational changes in novel flavoenzyme families upon redox partner binding [ 31 ]. Nevertheless, the changes in AnFNR upon NADP + binding are not large enough to be visualized and discerned by AFM imaging. The dissociation under force of FNR complexes with Fd and Fld has been successively analyzed exhaustively by DFS [ 32 – 34 ]. The interaction of FNR with Fd rendered longer lifetimes, indicating a much stronger and specific interaction than within the complex formed with Fld. The Fld:FNR complex showed a higher bond probability and two possible dissociation pathways, contrary to the one-event dissociation kinetics observed for the Fd:FNR complex. These results agreed with former functional characterizations and with a more promiscuous recognition process for the Fld:FNR interaction, closer to a dynamic ensemble model, but depicting greater Fd:FNR specificity in the interaction [ 33 , 34 ]. Here, we aim to better understand the very first complex formed in the process, FNR ox :NADP + , by evaluating its dissociation process under force by DFS. In addition to the WT enzyme, we characterize three different mutants at the C-terminal Tyr of FNR to evaluate its implication. As DFS requires the strong immobilization of molecules of receptors and ligands in a Antioxidants 2022,11, 537 4 of 20 nano-flat substrate and the AFM tip apex, respectively, some functionalization procedures were designed in advance. As far as we know, this is the first enzyme:coenzyme complex analyzed nanomechanically at the single-molecule level, giving a new analytical perspective to the study of enzymes, and providing new methods for the study of other transient complexes that involve coenzyme binding. 2. Materials and Methods 2.1. Protein Labeling and Immobilization of FNR on Mica The recombinant WT FNR from Anabaena PCC7119 and its Y303S, Y303F, and Y303W variants used in this study were prepared as previously described [ 29 ]. FNR molecules in 50 mM Tris/HCl, pH 8.0 were modified with 20 mM sulfosuccinimidyl 6-(3 0 -[2-pyridyldithio] propionamido) hexanoate (Sulfo-LC-SPDP; Thermo Scientific Pierce, Waltham, MA, USA) to obtain the FNR-PDP tagged proteins, as elsewhere reported [ 35 , 36 ]. FNR–PDP was purified from the excess of non-reacted crosslinker molecules by using Sephadex G-25 size-exclusion PD-MiniTrap chromatography columns (GE Healthcare, Chicago, IL, USA) with 50 mM Tris/HCl, pH 8.0. Labeled proteins were quantified by spectrophotometry and filtered with Microcon-10 kDa Centrifugal Filter Units (Millipore, Burlington, MA, USA) by spinning at 4000 rpm for 15 min in PBS. Marked proteins were quantified by UV–Vis spectroscopy and stored at 4 ◦C until use. Freshly cleaved 1 cm 2 V-5 muscovite mica pieces (Electron Microscopy Sciences, Hatfield, UK) were exposed to vapors of 3-aminopropyl triethoxysilane (APTES; Sigma-Aldrich, San Luis, MO, USA) and N,N-diisopropylethylamine (Hünig’s base; Sigma-Aldrich, San Luis, MO, USA) at a 3:1 volume ratio for 2 h under an argon atmosphere (Figure 2). Then, 150 µL of 20 mM Sulfo-LC-SPDP in PBS/EDTA-azide (Thermo Scientific Pierce, Waltham, MA, USA), pH 8.3, was added to each aminated mica piece, previously fixed on 6-well ELISA plates (Thermo Scientific Nunclon, Waltham, MA, USA) with vacuum grease, and incubated for 50 min at room temperature (RT). The pieces were then washed three times in the same buffer under mild stirring to release the excess of the incubated linker molecules. The PDP groups exposed at the surfaces were reduced to sulfhydryl reactive groups by incubation with freshly prepared 150 mM dithiothreitol (DTT; Sigma-Aldrich, San Luis, MO, USA) in PBS/EDTA-azide, pH 8.3, for 30 min (Figure 2), and later washed with the same buffer under stirring [35,36]. Figure 2. Procedure followed for the covalent immobilization of FNR on mica pieces. Mica surfaces Antioxidants 2022,11, 537 5 of 20 were exfoliated with a piece of sellotape and exposed to APTES/Hünig’s base vapors in argon atmosphere to aminate the hydroxyl groups on its surface. Sulfo-LC-SDP crosslinker was then incubated with mica to transform amine groups into PDP groups, which, in the presence of DTT, were reduced to sulfhydryl reactive groups. FNR molecules were labeled with Sulfo-LC-SDP crosslinker, and then made to react with the thiolated mica to establish disulfide bonds. Different amounts of the FNR-PDP samples were added on each thiolated mica piece and then incubated overnight at RT under mild stirring in darkness to form covalent disulfide bridges between them (Figure 2). The amount of enzyme-PDP was estimated to be in excess, as DFS measurements require saturated enzymatic layers to increase the specific events corresponding to the rupture of the complexes. The enzyme-functionalized mica surfaces were extensively washed under mild stirring with PBS, 0.2% Tween 20 (Panreac Química SLU, Castellar del Vallés, Spain), and 0.1% SDS (Panreac Química SLU, Castellar del Vallés, Spain), pH 8.3, to remove the loosely attached FNR molecules that might affect the AFM measurements. 2.2. Functionality of the Enzyme Samples As a first control, the functionality of FNR after tagging with Sulfo-LC-SDP was ensured by evaluating its FNR cytochrome creductase activity, as previously described [ 35 ]. Then, AFM topography images were obtained in a MultiMode 8 system (Bruker, Santa Barbara, CA, USA) using a soft silicon nitride 2 nm final tip radius SNL-D AFM cantilevers with a nominal spring constant of 0.06 N/m and a resonance frequency of 18 kHz in air (Microlever; Bruker Probes, Santa Barbara, CA, USA). Imaging measurements were performed using the tapping operation mode based on the cantilever oscillation near its respective resonance frequency in a liquid cell using PBS, pH 8.3. The height of the layers was analyzed by scratching experiments consisting of scraping the surface at a high loaded force in contact mode, dragging the functionalized groups throughout the surface using SNL-A probes with 0.35 N/m stiffness constant. By controlling the normal force applied to the probe, hole-type patterns can be fabricated and the mica surface can be uncovered so that a clear height profile can be obtained from an image of a larger area [ 37 ]. Analysis of the images was performed using the WxSM free software for SPM [38]. 2.3. AFM Tip Functionalization with NADP+ DFS requires the strong immobilization of the molecules at the cantilever probe for them not to unbind while withdrawing in force scans. Prefunctionalized maleimide-terminated flexible polyethyleneglycol (PEG) linker silicon nitride AFM cantilevers (MW 3400; Novascan Technologies Inc., Ames, IA, USA) were used. Nominal stiffness constant values of cantilevers ranged from 0.02 to 0.06 N/m. For NADP + functionalization, a 2 mg/mL 2-iminethiolane solution (Traut’s Reagent; Thermo Scientific Pierce, Waltham, MA, USA) in 5 mM PBS/EDTA pH 7.2 was prepared. NADP + (Sigma-Aldrich, San Luis, MO, USA) and Traut’s Reagent solution were mixed in a 1:10 molar ratio and incubated for 2 h at RT in the absence of light (Figure 3). Then, 150 µ L of the aforementioned NADP + mixture was added to the maleimide–PEG cantilever fixed on a capsule, and incubated overnight at 4 ◦ C in the absence of light (Figure 3). AFM tips were washed three times (5 min each) with the same buffer and kept at 4 ◦C in the absence of light until use. 2.4. Dynamic Force Spectroscopy Measurements AFM measurements were performed in a MultiMode 8 AFM (Bruker Digital Instruments, Santa Barbara, CA, USA) using the specialized PicoForce scanner (Bruker, Santa Barbara, CA, USA). Several hundred force–distance (Fz) cycles were registered for NADP + - tip/FNR-mica from different sample locations at each different loading rate (R) [ 39 ]. Fz curves were collected varying the velocity of 50–4000 nm/s. The loaded force between the functionalized tip and the sample was kept constant at 1.25 nN. These data translate into R, varying from 3 to 80 nN/s. The Fz curves were collected as voltage versus distance Antioxidants 2022,11, 537 6 of 20 scans [ 39 ]. In order to convert the voltage into force units, the spring constant of the functionalized cantilever and the deflection sensitivity (inverse of the optical lever sensitivity, in nm/V) were used [ 39 ]. Measurements were performed inside a liquid cell in PBS/EDTA, pH 7.2 at RT. In control experiments, samples were incubated with 2.6 mM NADP + in PBS/EDTA-azide, pH 8.3, for 15 min at R 10 nN/s in order to block the available FNR sites. Figure 3. Procedure designed for the covalent attachment of NADP + to AFM tips. 2-Iminothiolane reacted with the primary amine of the adenine in NADP + molecules, creating amidine derivatives with reactive sulfhydryl groups. These were made to react with maleimide-PEG prefunctionalized AFM tips, producing the thiosuccinimide derivatives. 2.5. Analysis of the Force Curves: Mechanostability Parameters Statistical analysis is mandatory, since complex formation is a stochastic process. Histograms of the frequency of the forces versus the corresponding rupture forces of the specific unbinding events were built for each loading rate. Peak force data were only processed from Fz curves when they met two specificity requirements: (i) Fz curves were produced at a distance coinciding with the length of the stretched PEG spacer that binds the NADP + molecule to the tip; and (ii) their shape coincides with the stretching function of the corresponding PEG molecule [ 39 , 40 ] (Figure 4). The value for the stretched PEG spacer used in this work is around 20 nm [41]. Figure 4. Representative experimental retraction force curve showing a specific unbinding event corresponding to the rupture of a single AnFNR ox :NADP + complex. Starting from the zero-force point, Antioxidants 2022,11, 537 7 of 20 the tip is moved closer to the sample with an increment in the force until tip and sample come into contact (approach curve not shown for picture clarity. See [ 36 ]). Pushing the tip further towards the surface requires higher forces, causing the bending of the cantilever. If a bond is formed during approach, a sharp jump (the peak seen in the curve at 40 nm) is produced during retraction of the tip (blue line), indicating that a sudden release has occurred between tip and sample. To attribute this force peak (F u ) to a specific unbinding event, the rupture of the bond between the two interacting molecules should present an unbinding length (L u ) or tip–sample separation close to the length of the stretched linker, around 20 nm, given by the piezo displacement encompassing the non-linear portion of the retraction curve before unbinding. The black continuous curved line represents the corresponding PEG stretch according to the WLC function [ 40 ]. The shape of the force peak and the distance at which it occurs ensure that measured forces come from recognition events and not from artifacts or non-specific tip–sample adhesion. Histograms unbinding force distributions were fitted with Gaussian functions without shifting or using zero-truncated strategies. Fitted maxima with lower values were assigned to the most probable unbinding force for a single rupture event (F*) at the measured R. Finally, the representation of the most probable unbinding forces versus the logarithm of R following the Evans–Ritchie expression (1) [ 42 ] allowed us to estimate the dissociation rate constant at zero force, k off , and the distance of the energy barrier with respect to the ordinate axis, x β , to characterize the mechanostability of the complexes and the number of transitions in the process. F∗= kBT xβ!ln Rxβ koff kBT!(1) 3. Results 3.1. Analysis of the Enzymatic Samples The study of the dissociation of biomolecular complexes by DFS requires the strong attachment of both biomolecules of interest: one to the AFM substrate and the other to the AFM cantilever tip. This requires molecules to be labelled in advance while preserving their catalytic function. The UV–Vis absorption spectra of FNR-PDP solutions displayed all the UV–Vis absorption features of the unmarked enzymes, showing the flavin band-II maxima at 459, 456, 460, and 456 nm for WT, Y303S, Y303F, and Y303W, respectively (not shown), indicating that their overall conformations were not affected significantly by the labeling. In addition, the labeled WT-FNR retained ~70% of its activity under steady-state conditions. Thus, the labeling procedure has no major effect on either the FNR conformations or on their catalytic activity. AFM imaging was also used as a tool to further monitor FNR samples at the nanometer level after successive chemical modification steps. Different amounts of FNR solutions were incubated on the thiolated mica pieces (Figure 2). A minimum of 4 µ g of FNR per mica piece was required to fully cover the functionalized mica surfaces (not shown), so higher amounts were added. Detergent treatment was shown to efficiently avoid the protein aggregation effects that might detrimentally affect the DFS measurements. The height of the protein monolayers was precisely determined from the cross-sectional profiles. The average height in all the samples was 8 nm (Figure 5a,b). Scratching experiments were performed in addition to confirm that the thickness of the protein layers was the same (Figure 5c,d). These data were in accordance with the molecular size, of around 2.9 ×5.4 ×5.7 nm in 3D, for WT FNR (PDB 1que) and Y303S (PDB 2bsa), and the different chemical functionalization steps, estimated as 0.6 nm for APTES-modified mica and 1.2 nm for thiolated-modified mica [ 35 ]. Thus, they correspond to the sub-monolayers of enzyme molecules in all the immobilized samples. Antioxidants 2022,11, 537 8 of 20 Figure 5. Analysis of the enzymatic samples through AFM. ( a ) Representative AFM topography image of a sub-monolayer Y303S sample used to perform the DFS measurements. ( b ) Height profile of the corresponding blue line in ( a ). ( c ) Topography image of a Y303S sample after scratching an area of 500 × 500 nm. ( d ) Height profile of the corresponding blue line on the center on the scratched area in (c), exhibiting a hole corresponding to a monolayer of FNR. 3.2. Mechanical Stability of the FNR Complexes Thousands of Fz curves were collected for the WT AnFNR ox :NADP + complexes, as well as for those of its C-terminal Y303 variants at several R values. Their analysis was consistently performed in order to discard all those force peaks that do not reflect specific interactions or ambiguous ones that are technically considered as “false events”. The percentage of specific events ranged from 5 to 18% with respect to the total attempts for all samples, despite using saturated samples to enhance encounter and bond probabilities between both molecules. These values are common for this type of experiment using random labelling procedures. Thus, only peak force data that fit the requirements described in Section 2.4 and Figure 4were considered for the composition of force histograms at different R values [ 39 ]. Figure 6summarizes the histograms obtained for the unbinding forces of WT AnFNR ox :NADP + complexes at several R values. The most probable unbinding forces estimated for WT AnFNR ox :NADP + range from 103 ± 27 to 588 ± 188 pN at R values from 6 to 78 nN/s (Figure 6). Antioxidants 2022,11, 537 9 of 20 Figure 6. Force histogram distributions for WT AnFNR ox :NADP + complexes. Data force obtained operating at R values of 6 ( a ), 13 ( b ), 20 ( c ), 25 ( d ), 30 ( e ), 40 ( f ), 60 ( g ), 65 ( h ), and 78 ( i ) nN/s. The width of the bars varies in each case, depending on the optimum fit, with the Gaussian function shown in red. Data from R 10 nN/s were also measured, but are shown below. Each fitting provides the most probable unbinding force corresponding to the rupture of a single complex and is shown on the corresponding graphic. Sometimes, as seen with the analysis of FNR complexes with its protein partners, Fd and Fld [ 33 ], each asymmetrical force histogram might be grouped under one or more different peaks fitted to Gaussian curves. However, in this study of the interaction of FNR with the coenzyme, it was rare to find rupture events corresponding to multiple complexes. Therefore, for clarity, only those attributed to individual complexes are evaluated here. The same methodology was used to analyze the mechanostability of the three complexes formed by the coenzyme and the C-terminal Y303 FNR variants. The mean value of unbinding forces ranges from 78 ± 11 to 159 ± 60 pN for Y303S FNR ox :NADP + at R from 3 to 88 nN/s (Figure 7); 53 ± 3 to 165 ± 30 pN for Y303F FNR ox :NADP + at R from 3 to 96 nN/s (Figure 8); and 68 ± 15 to 91 ± 13 pN for Y303W FNR ox :NADP + at R from 10 to 78 nN/s (Figure 9). The gathered data estimated at 10 nN/s indicate that the complex WT AnFNR ox :NADP + is Antioxidants 2022,11, 537 16 of 20 NADP + versus NAD + and the full occupancy of the active site by the nicotinamide [ 29 ]. Thus, the two-event process observed here when plotting the most probable unbinding forces versus R for the NADP + dissociation from Y303S FNR (Figure 11b) can be assigned to the dissociation of the 2 0 -P-AMP and nicotinamide moieties from their corresponding enzyme bipartite binding sites (Figure 12). Therefore, these plots allow us to determine for the first time the mechanical parameters at each of these sites, which is very different at the bipartite sites of Y303S. This could be similar to the proposed existence of two binding sites associated to two well-distinct linear regimes for the interaction between holo-transferrin and its receptor and a single site for the apo-form that corresponds to a single loading rate regime [54]. Figure 12. Scheme of force dissociation kinetics steps for ( a ) WT AnFNR ox :NADP + and ( b ) S303 AnFNR ox :NADP + . NADP + is covalently bound to the AFM tip (grey color) through the primary amine of its adenine; therefore, the flexible AFM cantilever pulls from the adenine to dissociate the coenzyme from the enzyme. The FNR enzyme bipartite binding sites for NADP + are coloured in green (2 0 P-AMP site (1)) and in pink (nicotinamide site (2)). The k off values related to each dissociation step are depicted above the arrows. Yellow arrows indicate where pulling forces are proposed to cause dissociation at each step. Protein structures are based on crystallographic structures with the corresponding PDB codes underneath, except 2BSA* where the intermediate state with NADP + dissociated only from the 20P-AMP site has been modeled. Considering that NADP + is anchored to the AFM tip through the adenine of its 2 0 -P-ADP nucleotide, we can predict that the dissociation of its nicotinamide moiety is the event exhibiting the largest x β value and, therefore, the lowest k off (Figure 12). This agrees with studies confirming that Y303S FNR favors the strong stacking of the coenzyme nicotinamide to the FAD isoalloxazine at the active site [ 26 ]. Such a strong coupling has a negative impact on the enzyme turnover [ 24 , 29 ]. Thus, in the WT, displacement of Y303 has to occur for the catalytically isoalloxazine–nicotinamide competent orientation to be achieved, but Y303 remains at the active site to reduce the stacking probability between the reacting rings that takes place in the Y303S FNR:NADP + complex [ 30 , 53 ]. Parameters for the other event indicate a shorter x β and a faster k off , and should therefore correspond to Antioxidants 2022,11, 537 17 of 20 the dissociation of the 2 0 -P-AMP moiety. Intermediate behaviors between WT and Y303S were observed for NADP + dissociation from the two remaining mutants. Y303W exhibited a single event for the NADP + dissociation as in WT FNR, whereas stabilization of one intermediate characterizes the dissociation from Y303F. This agrees with previous studies showing that the estimated occupancy of the NADP + nicotinamide at the FNR ox active site is up to 100% and 71% for Y303S and Y303F, respectively, while these values drop to 15% and 0% for Y303W and WT [ 29 ]. Moreover, the parameters related to the dissociation of either the nicotinamide or 2 0 -P-AMP moieties differ among variants. This observation is not strange, since coupling of the nicotinamide to the active site also influences the conformation of the 2 0 -P-AMP and pyrophosphate moieties and of their corresponding binding cavities (Figure 1) [27]. Beyond the specific information regarding the dissociation of AnFNR ox :NADP + complexes and the role of Y303 in blocking nicotinamide access to the access site, this study paves the way to use DFS by AFM to characterize, at the single-molecule level, the occurrence and relevance of bipartite binding sites in pyridine nucleotide-dependent enzymes. In line with this, by considering plastidic and bacterial FNRs, we can envision different profiles among family members with different adaptation of their active sites to divergent dynamics and organizations during catalysis, with recognition mechanisms that either favor the initial binding of either of the two nucleotide moieties of the coenzyme [ 55 , 56 ]. To complete the study of the interactions in this electron transfer chain, it would be desirable to operate DFS also by preserving the FAD cofactor and the NADP + substrate, in the oxidized and in the reduced state, respectively. This will require complex technical developments enabling AFM measurements while maintaining only one of these molecules in the reduced state, which is not currently available. 5. Conclusions The presented data provide a comprehensive dissection of the FNR:NADP + dissociation process. They lead to novel conclusions about the kinetics and energetics of the binding of the NADP + substrate to FNR, and highlight the bipartite coenzyme binding/dissociation mode and the role of the enzyme C-terminal Tyr residue in the process. In addition, the study further shows DFS by AFM is a powerful technique for providing new insights and unraveling the molecular mechanisms underlying the formation and dissociation of enzyme:coenzyme or enzyme:ligand systems. As far as we know, it is remarkable that the present work tackles the first enzyme:substrate system analyzed by DFS at the single-molecule level. Therefore, not only does it contribute to better understanding of this particular FNR system, but it also opens the door to the analysis of other enzyme:ligand systems. Additionally, the method designed here to immobilize NADP + can be used for DFS, as well as for any other approach that requires it to be anchored to a surface. The acquired knowledge is not only interesting from the molecular point of view but can also be useful to design artificial enzymatic systems offering enhanced catalytic performances for the production of useful molecules or with higher sensitivity for bio-sensing applications. Author Contributions: Methodology, S.P.-D., S.C.-M., C.M., M.M.-J. and A.L.; formal analysis, S.P.-D., S.C.-M., C.M. and A.L.; investigation, S.P.-D., S.C.-M., M.M.-J. and A.L.; resources, M.M.-J., M.M. and A.L.; data curation, S.P.-D., S.C.-M., C.M. and A.L.; writing—original draft preparation, C.M., M.M.-J., M.M. and A.L.; writing—review and editing, C.M., M.M.-J., M.M. and A.L.; supervision, M.M.-J., M.M. and A.L.; project administration, M.M. and A.L.; funding acquisition, M.M. and A.L. All authors have read and agreed to the published version of the manuscript. Funding: This research was funded by grant PID2019-103901GB-I00 funded by MCIN/AEI/10.13039/ 501100011033 and grant E35_20R funded by the Government of Aragón-FEDER. The APC was funded by PID2019-103901GB-I00. Institutional Review Board Statement: Not applicable. Informed Consent Statement: Not applicable. Antioxidants 2022,11, 537 18 of 20 Data Availability Statement: Data contained within the article. Acknowledgments: A.L. acknowledges ARAID support. Authors would like to acknowledge the use of Servicio General de Apoyo a la Investigación-SAI, Universidad de Zaragoza. Authors acknowledge the use of instrumentation as well as the technical advice provided by the National Facility ELECMI ICTS, node “Laboratorio de Microscopias Avanzadas” at Universidad de Zaragoza. Conflicts of Interest: The authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results. References 1. Zinn, M.; Egli, T. Occurrence Synthesis and Medical Application of Bacterial Polyhydroxyalkanoate. Adv. Drug Deliv. Rev. 2001, 53, 5–21. [CrossRef] 2. Lin, H.; Gao, W.; Meng, F.; Liao, B.; Leung, K.; Zhao, L.; Chen, J.; Hong, H. Membrane Bioreactors for Industrial Wastewater Treatment: A Critical Review. Crit. Rev. Environ. Sci. Technol. 2012,42, 677–740. [CrossRef] 3. Ando, T. High-speed atomic force microscopy and its future prospects. Biophys. Rev. 2018,10, 285–292. [CrossRef] [PubMed] 4. Lira-Navarrete, E.; Pallares, M.C.; Castello, F.; Ruedas-Rama, M.J.; Orte, A.; Lostao, A.; Hurtado-Guerrero, R. Protein O-Fucosyltransferase 1 Undergoes Interdomain Flexibility in Solution. Molecules 2021,26, 2105. [CrossRef] 5. Marcuello, C.; Arilla-Luna, S.; Medina, M.; Lostao, A. Detection of a quaternary organization into dimer of trimers of Corynebacterium ammoniagenes FAD synthetase at the single-molecule level and at the in cell level. Biochim. Biophys. Acta (BBA)-Proteins Proteom. 2013,1834, 665–676. [CrossRef] 6. Pallarés, M.C.; Marcuello, C.; Botello-Morte, L.; González, A.; Fillat, M.F.; Lostao, A. Sequential binding of FurA from Anabaena sp. PCC 7120 to iron boxes: Exploring regulation at the nanoscale. Biochim. Biophys. Acta (BBA)-Proteins Proteom. 2014 ,1844, 623–631. [CrossRef] 7. Lira-Navarrete, E.; de las Rivas, M.; Compañón, I.; Pallarés, M.C.; Kong, Y.; Iglesias-Fernández, J.; Bernardes, G.J.L.; Peregrina, J.M.; Rovira, C.; Bernardó, P.; et al. Dynamic interplay between catalytic and lectin domains of GalNAc-transferases modulates protein O-glycosylation. Nat. Commun. 2015,6, 6937. [CrossRef] 8. Neuman, K.C.; Nagy, A. Single-molecule force spectroscopy: Optical tweezers, magnetic tweezers and atomic force microscopy. Nat. Methods 2008,5, 491–505. [CrossRef] 9. Binnig, G.; Quate, C.F.; Gerber, C. Atomic Force Microscope. Phys. Rev. Lett. 1986,56, 930–933. [CrossRef] 10. Florin, E.L.; Moy, V.T.; Gaub, H.E. Adhesion forces between individual ligand-receptor pairs. Science 1994 ,264, 415–417. [CrossRef] 11. Merkel, R.; Nassoy, P.; Leung, L.; Ritchie, K.; Evans, E. Energy landscapes of receptor-ligand bonds explored with dynamic force spectroscopy. Nature 1999,397, 50–53. [CrossRef] [PubMed] 12. Pierres, A.; Touchard, D.; Benoliel, A.M.; Bongrand, P. Dissecting streptavidin-biotin interaction with a laminar flow chamber. Biophys. J. 2002,82, 3214–3223. [CrossRef] 13. Capitanio, M.; Pavone, F.S. Interrogating biology with force: Single molecule high-resolution measurements with Optical Tweezers. Biophys. J. 2013,105, 1293–1303. [CrossRef] [PubMed] 14. Sarkar, R.; Rybenkov, V.V. A guide to Magnetic Tweezers and their applications. Front. Phys. 2016,4, 48. [CrossRef] 15. Williams, M.C.; Rouzina, I. Force spectroscopy of single DNA and RNA molecules. Curr. Opin. Struct. Biol. 2002 ,12, 330–336. [CrossRef] 16. Puchner, E.M.; Gaub, H.E. Force and function: Probing proteins with AFM-based force spectroscopy. Curr. Opin. Struct. Biol. 2009,19, 605–614. [CrossRef] 17. Alegre-Cebollada, J.; Perez-Jimenez, R.; Kosuri, P.; Fernandez, J.M. Single-molecule Force Spectroscopy approach to enzyme catalysis. J. Biol. Chem. 2010,285, 18961–18966. [CrossRef] 18. Medina, M.; Gomez-Moreno, C. Interaction of ferredoxin-NADP(+) reductase with its substrates: Optimal interaction for efficient electron transfer. Photosynth. Res. 2004,79, 113–131. [CrossRef] 19. Medina, M. Structural and mechanistic aspects of flavoproteins: Photosynthetic electron transfer from photosystem I to NADP+. FEBS J. 2009,276, 3942–3958. [CrossRef] 20. Mulo, P.; Medina, M. Interaction and electron transfer between ferredoxin-NADP + oxidoreductase and its partners: Structural, functional, and physiological implications. Photosynth. Res. 2017,134, 265–280. [CrossRef] 21. Hermoso, J.A.; Mayoral, T.; Faro, M.; Gomez-Moreno, C.; Sanz-Aparicio, J.; Medina, M. Mechanism of coenzyme recognition and binding revealed by crystal structure analysis of ferredoxin-NADP+ reductase complexed with NADP+. J. Mol. Biol. 2002 ,319, 1133–1142. [CrossRef] 22. Medina, M.; Luquita, A.; Tejero, J.; Hermoso, J.; Mayoral, T.; Sanz-Aparicio, J.; Grever, K.; Gómez-Moreno, C. Probing the determinants of coenzyme specificity in ferredoxin-NADP+ reductase by site-directed mutagenesis. J. Biol. Chem. 2001 ,276, 11902–11912. [CrossRef] [PubMed] 23. Tejero, J.; Martínez-Júlvez, M.; Mayoral, T.; Luquita, A.; Sanz-Aparicio, J.; Hermoso, J.A.; Hurley, J.K.; Tollin, G.; Gómez-Moreno, C. ; Medina, M. Involvement of the pyrophosphate and the 2 0 -phosphate binding regions of ferredoxinNADP+ reductase in coenzyme specificity. J. Biol. Chem. 2003,278, 49203–49214. [CrossRef] [PubMed] Antioxidants 2022,11, 537 19 of 20 24. Deng, Z.; Aliverti, A.; Zanetti, G.; Arakaki, A.K.; Ottado, J.; Orellano, E.G.; Calcaterra, N.B.; Ceccarelli, E.A.N.; Carrillo, N. ; Karplus, P.A. A productive NADP+ binding mode of ferredoxin-NADP+ reductase revealed by protein engineering and crystallographic studies. Nat. Struct. Biol. 1999,6, 847–853. [CrossRef] [PubMed] 25. Carrillo, N.; Ceccarelli, E.A. Open questions in ferredoxin-NADP+ reductase catalytic mechanism. Eur. J. Biochem. 2003 ,270, 1900–1915. [CrossRef] [PubMed] 26. Peregrina, J.R.; Sánchez-Azqueta, A.; Herguedas, B.; Martínez-Júlvez, M.; Medina, M. Role of specific residues in coenzyme binding, charge-transfer complex formation, and catalysis in Anabaena ferredoxin-NADP+ reductase. Biochim. Biophys. Acta (BBA)-Bioenerg. 2010,1797, 1638–1646. [CrossRef] 27. Peregrina, J.R.; Lans, I.; Medina, M. The transient catalytically competent coenzyme allocation into the active site of Anabaena ferredoxin NADP+ -reductase. Eur. Biophys. J. 2012,41, 117–128. [CrossRef] 28. Piubelli, L.; Aliverti, A.; Arakaki, A.K.; Carrillo, N.; Ceccarelli, E.A.; Karplus, P.A.; Zanetti, G. Competition between C-terminal tyrosine and nicotinamide modulates pyridine nucleotide affinity and specificity in plant ferredoxin-NADP+ reductase. J. Biol. Chem. 2000,275, 10472–10476. [CrossRef] 29. Tejero, J.; Pérez-Dorado, I.; Maya, C.; Martínez-Júlvez, M.; Sanz-Aparicio, J.; Gómez-Moreno, C.; Hermoso, J.A.; Medina, M. C-Terminal Tyrosine of Ferredoxin − NADP+ Reductase in Hydride Transfer Processes with NAD(P)+/H. Biochemistry 2005 ,44, 13477–13490. [CrossRef] 30. Lans, I.; Medina, M.; Rosta, E.; Hummer, G.; Garcia-Viloca, M.; Lluch, J.M.; González-Lafont, À. Theoretical study of the mechanism of the hydride transfer between ferredoxin-NADP + reductase and NADP + : The role of Tyr303. J. Am. Chem. Soc. 2012,134, 20544–20553. [CrossRef] 31. Marcuello, C.; Frempong, G.A.; Balsera, M.; Medina, M.; Lostao, A. Atomic Force Microscopy to Elicit Conformational Transitions of Ferredoxin-Dependent Flavin Thioredoxin Reductases. Antioxidants 2021,10, 1437. [CrossRef] [PubMed] 32. Marcuello, C.; Miguel, R.; Medina, M.; Martínez-Júlvez, M.; Gómez-Moreno, C.; Lostao, A. Nanomechanics of ferredoxin-NADP(+) reductase complexes analyzed by AFM single-molecule force spectroscopy. FEBS J. 2012,279, 513. 33. Marcuello, C.; de Miguel, R.; Martínez-Júlvez, M.; Gómez-Moreno, C.; Lostao, A. Mechanostability of the Single-Electron-Transfer Complexes of Anabaena Ferredoxin-NADP(+) Reductase. ChemPhysChem 2015,16, 3161–3169. [CrossRef] [PubMed] 34. Marcuello, C.; de Miguel, R.; Martínez-Júlvez, M.; Gómez-Moreno, C.; Lostao, A. Inside Cover: Mechanostability of the single electron-transfer complexes of Anabaena ferredoxin–NADP+reductase. ChemPhysChem 2015,16, 3120. [CrossRef] 35. Marcuello, C.; de Miguel, R.; Gómez-Moreno, C.; Martínez-Júlvez, M.; Lostao, A. An efficient method for enzyme immobilization evidenced by atomic force microscopy. Protein Eng. Des. Sel. 2012,25, 715–723. [CrossRef] 36. Gómez-Moreno, C.; Lostao, A. Single molecule methods to study flavoproteins. In Flavoproteins, Dehydrogenases and Physical Methods; Hille, R., Miller, S., Palfey, B., Eds.; De Gruyter: Berlin, Germany, 2013; Volume 2, pp. 297–318. [CrossRef] 37. Gómez-Moreno, C.; Marcuello, C.; de Miguel, R.; Medina, M.; Martínez-Júlvez, M.; Lostao, A. Atomic Force Microscopy as tool to understand the Mechanoestability of Ferredoxin-NADP + reductase Complexes with its partners. In Flavins and Flavoproteins; Miller, S., Hille, R., Palfey, B., Eds.; Lulu.com.: Raleigh, NC, USA, 2011; Volume 17, pp. 569–575. 38. Horcas, I.; Fernandez, R.; Gomez-Rodriguez, J.M.; Colchero, J.; Gomez-Herrero, J.; Baro, A.M. WSXM: A software for scanning probe microscopy and a tool for nanotechnology. Rev. Sci. Instrum. 2007,78, 13705. [CrossRef] 39. Lostao, A.; Medina, M. Atomic Force Microscopy: Single-Molecule Imaging and Force Spectroscopy in the Study of Flavoproteins Ligand Binding and Reaction Mechanisms. Methods Mol. Biol. 2021,2280, 157–178. [CrossRef] 40. Bouchiat, C.; Wang, M.D.; Allemand, J.; Strick, T.; Blocks, S.M.; Croquette, V. Estimating the persistence length of a worm-like chain molecule from force-extension measurements. Biophys. J. 1999,76, 409–413. [CrossRef] 41. Tapia-Rojo, R.; Marcuello, C.; Lostao, A.; Gómez-Moreno, C.; Mazo, J.; Falo, F. A physical picture for mechanical dissociation of biological complexes: From forces to free energies. Phys. Chem. Chem. Phys. 2017,19, 4567–4575. [CrossRef] 42. Evans, E.; Ritchie, K. Dynamic strength of molecular adhesion bonds. Biophys. J. 1997,72, 1541–1555. [CrossRef] 43. Evans, E. Probing the relation between force—lifetime—and chemistry in single molecular bonds. Annu. Rev. Biophys. Biomol. Struct. 2001,30, 105–128. [CrossRef] [PubMed] 44. Yuan, C.; Chen, A.; Kolb, P.; Moy, V.T. Energy landscape of streptavidin-biotin complexes measured by atomic force microscopy. Biochemistry 2000,39, 10219–10223. [CrossRef] [PubMed] 45. Schreiber, G.; Haran, G.; Zhou, H.-X. Fundamental aspects of protein–protein association kinetics. Chem. Rev. 2009 ,109, 839–860. [CrossRef] [PubMed] 46. Bonanni, B.; Bizzarri, A.R.; Cannistraro, S. Optimized Biorecognition of Cytochrome c551 and Azurin Immobilized on ThiolTerminated Monolayers Assembled on Au (111) Substrates. J. Phys. Chem. 2006,110, 14574–14580. [CrossRef] 47. Funari, G.; Domenici, F.; Nardinocchi, L.; Puca, R.; D’Orazi, G.; Bizarri, A.R.; Cannistraro, S. Interaction of p53 with Mdm2 and azurin as studied by atomic force spectroscopy. J. Mol. Recognit. 2010,23, 343–351. [CrossRef] 48. Fritz, J.; Katopodis, A.G.; Kolbinger, F.; Anselmetti, D. Force-mediated kinetics of single P-selectin ligand complexes observed by atomic force microscopy. Proc. Natl. Acad. Sci. USA 1998,95, 12283–12288. [CrossRef] 49. Neuert, G.; Albrecht, C.; Pamir, E.; Gaub, H.E. Dynamic force spectroscopy of the digoxigenin-antibody complex. FEBS Lett. 2006 , 580, 505–509. [CrossRef] 50. Taranta, M.; Bizzarri, A.R.; Cannistraro, S. Probing the interaction between p53 and the bacterial protein azurin by single molecule force spectroscopy. J. Mol. Recognit. 2008,21, 63–70. [CrossRef] Antioxidants 2022,11, 537 20 of 20 51. Carvalho, F.A.; Connell, S.; Miltenberger-Miltenyi, G.; Pereira, S.V.; Tavares, A.; Ariens, R.A.S.; Santos, N.C. Atomic force microscope-based molecular recognition of a fibrinogen receptor on human erythrocytes. ACS Nano 2010 ,4, 4609–4620. [CrossRef] 52. Teulon, J.M.; Delcuze, Y.; Odorico, M.; Chen, S.W.; Parot, P.; Pellequer, J.L. Single and multiple bonds in (Strept)avidin–biotin interactions. J. Mol. Recogn. 2011,24, 490–502. [CrossRef] 53. Lans, I.; Peregrina, J.R.; Medina, M.; Garcia-Viloca, M.; González-Lafont, A.; Lluch, J.M. Mechanism of the hydride transfer between Anabaena Tyr303Ser FNR(rd)/FNR(ox) and NADP+/H. A combined pre-steady-state kinetic/ensemble-averaged transition-state theory with multidimensional tunneling study. J. Phys. Chem. B 2010,114, 3368–3379. [CrossRef] [PubMed] 54. Yersin, A.; Osada, T.; Ikai, A. Exploring transferrin-receptor interactions at the single-molecule level. Biophys. J. 2008 ,94, 230–240. [CrossRef] [PubMed] 55. Sanchez-Azqueta, A.; Catalano-Dupuy, D.L.; Lopez-Rivero, A.; Tondo, M.L.; Orellano, E.G.; Ceccarelli, E.A.; Medina, M. Dynamics of the active site architecture in plant-type ferredoxin-NADP(+) reductases catalytic complexes. Biochim. Biophys. Acta (BBA)-Bioenerg. 2014,1837, 1730–1738. [CrossRef] [PubMed] 56. Monchietti, P.; López Rivero, A.S.; Ceccarelli, E.A.; Catalano-Dupuy, D.L. A new catalytic mechanism of bacterial ferredoxinNADP+ reductases due to a particular NADP+binding mode. Protein Sci. 2021,30, 2106–2120. [CrossRef]