Interpretation of the differential UV–visible absorbance spectra of metal-NOM complexes based on the quantum chemical simulations for the model compound esculetin
Graphical abstract
Introduction
Natural organic matter (NOM) forms strong complexes with many metal ions. As a result, it tends to control their speciation, mobility and bioavailability (Benedetti et al., 1995; Keller et al., 2010; Redman et al., 2002; Schmitt et al., 2003; Yan et al., 2017b). Thus, a better understanding of the structures and properties of the metal-NOM complexes improves capabilities of the models employed to predict and control the behavior of metal ions in natural and engineered ecosystems.
Numerous methods have been used to probe metal-DOM interactions, including sensitive ion-selective electrodes (ISE) (Christl et al., 2001; Yang and Berg 2009), voltammetry (Cheng and Allen 2006), fluorescence excitation-emission matrix (EEM) (Al-Reasi et al., 2011; Guo et al., 2012; Hur and Lee 2011; Xu et al., 2013), X-ray reflectivity (XR) (Lee et al., 2011) and nuclear magnetic resonance spectroscopy (NMR) (Christl et al., 2001; Hertkorn et al., 2004; Leenheer et al., 1998). These methods tend to require using relatively high concentrations of NOM and the target metal and their results are difficult to elucidate thoroughly because of extreme heterogeneity and complexity of NOM.
Recent research demonstrates that the differential UV–visible absorbance spectroscopy (DAS) is a powerful tool to characterize metal-NOM complexation and quantify the amount of bound metals at environmentally-relevant concentration (David G. Kinniburgh et al., 1996; Gao et al., 2015; Kinniburgh et al., 1999; Lu et al., 2017; Yan et al., 2014; Yan et al., 2016). The DAS of Suwannee River fulvic acid (SRFA) binding with ten metal ions, (e.g. Ca(II), Mg(II), Fe(III), Al(III), Cu(II), Cd(II), Cr(III), Eu(III), and Th(IV)) have been shown to comprise discrete Gaussian bands located at 200, 240, 276, 316, 385, and 547 nm (denoted as A0, A1, A2, A3, A4, and A5, respectively) (Yan and Korshin 2014). The shape and intensity of DAS are metal-specific and the intrinsic mechanisms responsible for these and other features of DAS remain unclear.
With the recent progress in quantum chemistry (QC) and in particular in time-dependent density functional theory (TD-DFT), it is possible to predict the UV–visible absorbance spectra of metal ions binding with a variety of ligands (Yan et al., 2017a; Zhang et al., 2019), determine the structures of these complexes by comparison of the calculated and experimental spectra and interpret the features of the absorbance bands based on frontier molecular orbitals theory (FMO). However, at present it is impossible to model the absorbance spectra of NOM because of its polydispersity, presence of diverse functional moieties and its largely unknown structure (Croue et al., 2000). This complication can be partially circumvented via the use of model compounds, for instance flavonoids which have been demonstrated to be excellent model compounds to study NOM and their interactions with halogens and metal ions (Lu et al., 2004; Zhang et al., 2019). TD-DFT approached has been successfully studied to examine metal-flavonoid interactions (Alvarez-Diduk et al., 2013; Moncomble and Cornard 2014; Primikyri et al., 2015; Yan et al., 2017a). Much research has focused on esculetin, a lactone with structural commonalities with flavonoids, and its antioxidant, biochemical properties and complexation affinity to metal ions (Le Person et al., 2014; Shinde et al., 2018; Turkekul et al., 2018; Wu et al., 2007).
In this study, esculetin (Fig. 1) was used to examine important features of DAS of metal-NOM complexes. The structures of metal ion-esculetin complexes were optimized and their calculated DAS were compared with the experimental DAS data. The metal-specific features in the examined DAS were shown to be quantifiable by applicable covalent indexes [(χm)2rc] and elucidated based on FMO, charge decomposition analysis (CDA) and topological analysis of the electron density of bond critical points (BCP) of the metal-esculetin complexes.
Section snippets
Reagents and chemicals
All chemicals were purchased from Aldrich Chemical Company (Milwaukee, WI). They were of analytical grade unless otherwise specified. All solutions were prepared using Milli-Q water (18.2 MΩ cm−1, Millipore Corp., MA, USA). Stock solution of esculetin was prepared at a concentration of 11.2 μM. The ionic strength of the esculetin solutions (0.01 M) was controlled by adding requisite amounts of NaClO4 background electrolyte. Stock solutions of the metal ions were prepared using Cu(ClO4)2, Ni(ClO4
Features in DAS of metal-esculetin are metal-specific
The UV–visible absorbance spectra of esculetin in the presence at varying concentrations of the examined metal ions and pH 5.0 are shown in Figure S3. For Cu(II), Fe(III), Al(III), Cr(III) and Pb(II), the shape and intensity of absorbance spectra change significantly with increasing concentration of some of the metal ions. These changes are subtle in some cases, for instance for Co(II), Ni(II), Zn(II), Ca(II) and Mg(II). To amplify the subtle changes of the absorbance spectra, the experimental
Metal-specific features in DAS quantified by covalent indexes of metal ions
Prior research (Nieboer and Richardson 1980; Zhao and Nelson 2005) has demonstrated that the radii and polarizability of metal ions strongly affect the prevalent mechanisms of the metal-DOM interactions that result in the features observed in the DAS of metal-esculetin ion systems. To quantify formally the contributions and significance of such interactions, covalent indexes [(χm)2rc] of the metal ions can be introduced. The covalent indexes [(χm)2rc] combine two parameters that characterize
Conclusion
The main conclusions drawn are as following:
- (1)
All differential absorbance spectra of ten metal ions binding with esculetin present four bands located at ca. 240, 276, 310, and 390 nm (denoted as A1, A2, A3 and A4, respectively) that present in metal-NOM system. However, the intensity and shape of the DAS of metal-esculetin differed among the metals.
- (2)
Covalent indexes of metal ions are correlated with peak intensity of DAS because of the linear relationship between covalent indexes and the ratio of
Author contribution
Chenyang Zhang: Caculation; Software; Validation; Writing – original draft preparation; Visualization; Investigation. Xuze Han: Experimental data. Gregory V. Korshin: Supervision; Writing-Reviewing and Editing. Andrey M. Kuznetsov: Conceptualization; Writing-Reviewing and Editing; Software; Validation. Mingquan Yan: Methodology; Supervision; Writing-Reviewing and Editing.
Declaration of competing interest
The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.
Acknowledgments
The authors wish to acknowledge the financial support from the National Natural Science Foundation of China (51721006). A.M.Kuznetsov thanks the Ministry of Education and Science of the Russian Federation (State contract no. FZSG-2020-0010). Part of the reported simulations and analysis was performed on the High-Performance Computing Platform of the Center for Life Science in Peking University.
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