Abstract
This study demonstrates that the catalytic performance of Ru catalysts is strongly influenced by the crystal facets and structures of Ru nanoparticles, with hexagonal close-packed (hcp)-Ru exhibiting superior activity (turnover frequency = 18.1 s–1) compared to face-centered cubic (fcc)-Ru (5.27–10.6 s–1). Notably, the crystalline phase of ZrO2 (i.e., tetragonal (t-ZrO2), monoclinic (m-ZrO2), and mixed phase (mixed-ZrO2)) preferentially directs the formation of distinct Ru nanostructures, resulting in fcc-Ru/t-ZrO2, hcp-Ru/m-ZrO2, and fcc-Ru/mixed-ZrO2. These Ru nanostructures govern the dominant reaction mechanisms during peroxymonosulfate (PMS)-based oxidation of capecitabine, a fluorinated anticancer drug, where fcc-Ru favors a nonradical pathway involving direct electron transfer, while hcp-Ru mainly facilitates a radical pathway via PMS activation. This mechanistic variation between fcc-Ru and hcp-Ru led to different defluorination routes and degradation pathways. Among these catalysts, hcp-Ru/m-ZrO2 exhibited a higher F– selectivity (97.6 ± 1.42%) compared to fcc-Ru catalysts (40.9 ± 0.7–67.2 ± 1.2%). Density functional theory calculations further confirmed that the binding energy of Ru nanostructures toward PMS follows the order hcp-Ru > fcc-Ru, indicating that PMS interacts more strongly with hcp-Ru, thereby favoring the SO4 •–-dominant pathway. Conclusively, these findings provide mechanistic insights to guide the rational design of catalysts with tailored reaction mechanisms and reactivity by controlling metal nanostructures through the specific crystallinity of the support material.
Keywords: capecitabine, catalytic oxidation, peroxymonosulfate, Ruthenium, zirconia


1. Introduction
The transition from H2O2-based oxidation (e.g., Fenton, Fenton-like, UV/H2O2, etc.) to peroxymonosulfate (PMS) and peroxydisulfate-based homogeneous (e.g., thermal, alkali, UV, ultrasound, etc.) and heterogeneous systems (transition metals, noble metals, and carbonaceous material-based catalysts) has marked a significant advancement in the oxidative degradation of emerging micropollutants in water. Despite the extensive application of Pt-group metals in heterogeneous catalysis, their potential to activate PMS for the degradation of micropollutants has only recently been recognized and remains less explored compared to non-noble metals (Co, Cu, Ni, Mo, Mn, Fe, etc.) and carbonaceous material-based catalysts. − Notably, Pt-group metals have been demonstrated to activate PMS through both radical (i.e., SO4 •– and •OH) and nonradical pathways (i.e., direct electron transfer). Specifically, Pd and Rh–Pd were reported to facilitate radical pathway, ,− while Pt, Ru, Rh, Ir, and Au are known to induce nonradical pathway. , But their catalytic reactivities are strongly influenced by the type of support materials (ZrO2, TiO2, Al2O3, etc.) and even their crystalline phases. ,
Zirconia (ZrO2) can exist in multiple crystalline phases, including tetragonal (t-ZrO2), monoclinic (m-ZrO2) phases, and the mixture of both phases (mixed-ZrO2). This variability in crystalline phase has prompted research into its role as a support material influencing the catalytic performance of supported metal catalysts in a variety of reactions, such as the hydrogenation of natural fats and oils, , hydrogenation of CO2, , the water–gas shift reaction, hydrodeoxygenation of m-cresol, hydrogenolysis of glycerol, benzene hydrogenation, and methanol oxidation. Indeed, these studies collectively demonstrate that the crystalline phase of ZrO2 significantly influences the reactivity and selectivity of catalytic reactions, potentially by adjusting the metal–support interactions, the concentration of oxygen vacancies, and the distribution of acid–base sites in ZrO2. However, we hypothesized that the observed differences in the catalytic performance may also be attributed to structural and electronic changes in the supported metal nanoparticles induced by the underlying crystalline phase of ZrO2. This is based on the premise that the supported noble metals can adopt different nanostructures, such as hexagonal close-packed (hcp) and face-centered cubic (fcc) phases, which exhibit distinct catalytic properties.
Ruthenium (Ru), a member of the noble metals, is approximately ten times less expensive than Pt, and its unique catalytic properties have enabled its widespread application across various catalytic reactions as a substitute for other metal catalysts. While Ru typically adopts a hexagonal close-packed crystalline structure (hcp-Ru), recent studies have demonstrated that face-centered cubic Ru (fcc-Ru) can also be synthesized. , Particularly, most noble metals favor fcc, while Ru is stable when it takes a hcp structure. However, it was found that the decrease in metal size to nanoscale enables Ru to adopt another phase, i.e., fcc phase. Thus, Ru nanoparticles can exist in either hcp or fcc structures under ambient conditions, each exhibiting distinct surface geometries. This difference in surface geometry might influence the interaction between Ru and reactants, particularly at specific sites (e.g., O–O bond), thereby affecting the activation pathway and reaction rates. Indeed, fcc-Ru exhibits superior reactivity compared to hcp-Ru in reactions such as CO oxidation, , H2O2 activation, oxygen evolution reaction, hydrogen oxidation reaction, , hydrogen evolution reaction, and photocatalytic production of H2. Conversely, hcp-Ru has demonstrated higher catalytic reactivity than fcc-Ru in the hydrogenation of benzene and the reduction of aromatic aldehydes and ketones, indicating the strong nanostructure-dependent reactivity of Ru nanoparticles. However, despite these findings, several critical questions remain regarding the behavior of Ru in PMS-based advanced oxidation processes: (i) do the reactivity and reaction mechanisms of Ru depend on their specific crystallinity or nanostructure? (ii) Does the crystalline structure of ZrO2 influence the morphology and nanostructure of the supported Ru? (iii) If so, can the crystalline phase of the ZrO2 support direct the formation of specific nanostructures or exposed facets in the resulting Ru, thereby modulating their catalytic reactivity and mechanistic pathways? To address these questions, a series of Ru catalysts were synthesized using ZrO2 supports of distinct crystalline phases (i.e., Ru/t-ZrO2, Ru/m-ZrO2, and Ru-mixed/ZrO2). PMS was employed as the oxidant, while capecitabine (Xeloda), a fluorinated anticancer drug, was selected as a model compound to represent fluorinated pharmaceuticals, with emphasis placed on its degradation and defluorination rates, as well as the underlying mechanisms. While the overall degradation rate of capecitabine indicates the extent of parent compound removal, defluorination and F– selectivity are critical for mitigating the stability and ecotoxicity of organofluorine compounds due to the high persistence of C–F bonds. Specifically, defluorination reflects the efficiency of catalytic systems in cleaving stable C–F bonds and suppressing the formation of persistent and potentially more toxic fluorinated byproducts.
In this study, it is hypothesized that fcc-Ru and hcp-Ru formed on specific phases of ZrO2 may exhibit distinct catalytic reactivities and mechanistic pathways in PMS activation and the subsequent degradation of target micropollutants. To verify this hypothesis, the objectives of this study are as follows: (i) to identify ZrO2 phase-dependent Ru nanostructures; (ii) to investigate the influence of Ru nanostructure on catalytic reactivity and performance; (iii) to elucidate Ru nanostructure-dependent reaction mechanisms (i.e., nonradical pathway vs. radical pathway); (iv) to explore nonradical and radical defluorination routes using density functional theory (DFT) calculations; and (v) to identify degradation pathways of capecitabine over hcp- and fcc-Ru catalysts through the characterization of transformation products (TPs).
2. Experimental Section
2.1. Catalyst Preparation
Tetragonal phase of ZrO2 (t-ZrO2) and mixed phase of ZrO2 (mixed-ZrO2) were synthesized by calcinating ZrOCl2·8H2O and Zr(OH)4, respectively. The monoclinic phase of ZrO2 (m-ZrO2) was obtained from the commercially available ZrO2 powder (99%, Sigma-Aldrich Inc.). Subsequently, 1 wt % of Ru was doped onto t-ZrO2, m-ZrO2, and mixed-ZrO2 via the modified impregnation method, wherein the Ru species were chemically reduced to metallic Ru using NaBH4. Detailed information about the chemicals and synthesis procedures is provided in the Supporting Information (Texts S1 and S2).
2.2. Catalyst Characterization
The crystalline phases were further identified using powder X-ray diffraction (XRD, SmartLab, Rigaku) and PDF-2 from the ICDD database (International Centre for Diffraction Data). The XRD analysis was conducted over the range of 5–80° (2θ). The morphology of ZrO2 with different phases was observed using a field emission scanning electron microscopes (FE-SEM, JSM-7800F Prime, JEOL Ltd., Japan).
Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2 were synthesized using a method previously reported. More details can be found in the Supporting Information (Text S2). The characterization of Ru catalysts was carried out using H2-TPR, CO-pulse chemisorption, XPS, and FE-TEM/EDX. Details in characterization techniques are available in the Supporting Information (Text S3).
2.3. Catalytic Testing
The reactivity tests of Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2 for the oxidative degradation of capecitabine were carried out in a glass reactor with continuous stirring (1000 rpm) by using a glass-coated magnetic bar. For each reaction, 99.0 mL of a mixture consisting of the Ru catalyst and capecitabine was transferred into a reactor. Subsequently, 1.0 mL of PMS was injected into the reactor to initiate the oxidation reaction under unbuffered conditions (pH 3.7 ± 0.2), unless otherwise specified. The solution pH remained stable throughout the reaction. 1.0 mL of sample was taken from the reactor with a syringe and then filtered using a PES membrane syringe filter (FPE-224-013, Jetbiofil), immediately followed by quenching the reaction using sodium thiosulfate solution. The filtered sample was diluted in a glass vial for further analysis. The reactor was maintained at 25 °C throughout the reaction using an external bath circulator (MaXircu, DAIHAN Scientific).
To elucidate reaction mechanisms of Ru catalysts and assess reactive species (SO4 •–, •OH, and 1O2), different quenchers and probes (e.g., methanol, tert-butanol, l-histidine, furfuryl alcohol, and p-benzoquinone) were added to the reaction with varying the molar ratios of [quencher]0/[capecitabine]0. Additionally, the evaluation of reactive species was conducted by using Pd/t-ZrO2, a benchmark catalyst for the radical pathway, to gain further insights into the reaction mechanism.
2.4. Analytical Methods
The concentrations of capecitabine (m/z 360.1, [M + H]+) during catalytic oxidation by Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2 were quantified by using liquid chromatography–mass spectrometry (LC–MS).
To identify all unknown TPs with high mass accuracy (<5 ppm and 5 decimal places), nano liquid chromatography–high-resolution quadrupole orbitrap mass spectrometry (nano LC–HRMS/MS) was employed in this study. The nano LC–HRMS/MS system consisted of a high-pressure liquid chromatography instrument (Ultimate3000, Thermo Scientific Inc., USA) coupled to a high-resolution tandem mass spectrometer (Q Exactive, Thermo Fisher Scientific). Data were processed using Compound Discoverer (version 3.3.1.111, Thermo Fisher Scientific Inc., USA) and ChemCalc (online tool, https://www.chemcalc.org/mf_finder). Based on the exact chemical formulas and annotation of MS2 spectra, possible molecular structures were proposed for the identified TPs in order to investigate the degradation pathways of capecitabine. Details of analytical methods for LC–MS and nano LC–HRMS/MS are provided in Supporting Information (Text S4).
The concentrations of F– released from capecitabine during the reaction were determined by an Eco IC (Metrohm) configured with a 919 IC autosampler plus 1 (Metrohm) and an anion column (Metrosep A Supp 5-150/4.0, Metrohm). A mobile phase was 3.2 mM Na2CO3 and 1 mM NaHCO3 solution pumped at a flow rate of 0.7 mL min–1. Based on the results obtained from IC, defluorination and F– selectivity are estimated as follows
| 1 |
| 2 |
where C F,t denotes the concentration of F– (μM) at time t released from oxidative degradation of capecitabine; C 0 is the initial concentration of capecitabine; and 1 indicates the number of F in the parent compound. C t is the concentration of capecitabine at reaction time, t. The concentration of PMS was determined by a UV–vis spectrophotometer (Implen) employing a previously reported method.
2.5. DFT Calculation
All calculations were conducted using the ORCA program suite (ver. 5.0.4). Details of the calculation methods can be found in Supporting Information (Text S5).
3. Results and Discussion
3.1. The Influence of ZrO2 Crystalline Phases on Ru Nanostructures
The crystal structure, morphology, and purity of the ZrO2 supports were characterized by using XRD (Figure ), FE-SEM (Figure S1), HR-TEM (Figure S2), and elemental mapping (Figure S3). The t-ZrO2 and m-ZrO2 samples exhibited pure tetragonal and monoclinic phases, respectively, while mixed-ZrO2 showed the presence of both tetragonal and monoclinic phases (Figure ). Morphological and structural analyses revealed differences in the crystallite size, particle aggregation, and exposed lattice planes among the three ZrO2 supports. Elemental mapping confirmed the high purity of ZrO2 with a Zr/O atomic ratio close to 1:2. Detailed results are provided in the Supporting Information (Text S6).
1.
XRD pattern of (a) m-ZrO2, (b) t-ZrO2, and (c) mixed-ZrO2.
In order to explore the lattice spacing in the Ru particles on ZrO2 with different crystalline phases, elemental mapping of Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2 was first performed to identify Ru particles, and then FE-TEM analysis was conducted to observe the interplanar spacings of Ru (Figure ). Elemental mapping of Ru/t-ZrO2 demonstrates that Ru particles were distributed on the surface of aggregated tetragonal ZrO2 particles (Figure a). The lattice spacing of the Ru particle on the surface of t-ZrO2 was observed to be 0.22 nm, which is assigned to the (111) plane of fcc-Ru (Figure c). ,, The exposed (111) facets of fcc-Ru placed on the surface of t-ZrO2 suggested that the growth of fcc-Ru was highly favorable on t-ZrO2. In addition, the lattice spacing of 0.19 nm was also observed in the Ru/t-ZrO2, which confirmed the presence of the (200) plane of fcc-Ru (Figure d). Interestingly, the situations are different for Ru particles that are supported by m-ZrO2. Relatively bigger Ru particles (50–60 nm) were identified on the surface of m-ZrO2 (Figure f). The lattice spacing observed in the Ru/m-ZrO2 was 0.21 nm, which could be determined as the characteristic (002) plane of the hcp-Ru structure (Figure g,h). , This result suggests that the hcp-Ru preferentially grows on the surface of the monoclinic phase of ZrO2. Therefore, it can be concluded that the crystalline phase of ZrO2 influenced the structure of supported Ru: fcc-Ru/t-ZrO2 and hcp-Ru/m-ZrO2. Similar observation is also noted for mixed-ZrO2 where crystallinity of tetragonal ZrO2 is relatively higher than that of the monoclinic phase. The lattice spacings of 0.22 and 0.17 nm are ascribed to (111) and (102) facets of fcc-Ru, indicating that the formation of fcc-Ru is related to the presence of the tetragonal phase in mixed-ZrO2 (Figure k,l). While a detailed mechanistic explanation warrants further study, we hypothesized that the preferential formation of fcc-Ru on t-ZrO2 and hcp-Ru on m-ZrO2 could be attributed to the epitaxial growth of different Ru nanoparticles on specific lattice planes of the tetragonal or monoclinic ZrO2 phases. ,, The t-ZrO2 surface might provide more favorable crystal planes for the epitaxial growth and alignment of fcc-Ru (e.g., fcc-Ru (200) (d = 0.19 nm)//t-ZrO2 (−120) (d = 0.16 nm); fcc-Ru (111) (d = 0.22 nm)//t-ZrO2 (−110) (d = 0.25 nm)), despite moderate lattice mismatches (12–16%). In contrast, the m-ZrO2 surface, particularly the (11–1) plane (d = 0.31 nm) (Figure S2d), might better accommodate or stabilize the thermodynamically favored hcp-Ru phase by providing more compatible interface for its growth of the (002) plane. However, further study is essential to verifying this hypothesis.
2.
FE-TEM/EDX analysis of Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2. Elemental mapping images of (a) Ru/t-ZrO2, (e) Ru/m-ZrO2, and (i) Ru/mixed-ZrO2. FE-TEM images of (b–d) Ru/t-ZrO2, (f, –) Ru/m-ZrO2, and (j–l) Ru/mixed-ZrO2 with identified lattice planes of Ru.
H2-TPR results revealed that pure t-ZrO2 was not reducible within the tested temperature range (Figure ), whereas m-ZrO2 and mixed-ZrO2 showed H2 consumption at 500–600 °C due to the reaction between H2 and lattice oxygen in the monoclinic phase. , Ru/ZrO2 catalysts exhibited distinct peaks at 153–157 °C, corresponding to the reduction of RuO2 to Ru(0), with additional peaks suggesting the presence of RuCl3, aggregated RuO2, or Ruδ+ strongly anchored on the ZrO2 surface (i.e., Ru–O–Zr species). Notably, Ru/t-ZrO2 and Ru/mixed-ZrO2 also showed peaks at 683–726 °C and 773–744 °C, respectively, indicating Ru-facilitated reduction of the ZrO2 surface layer. Further discussion on the H2-TPR results is provided in the Supporting Information (Text S6).
3.
H2-TPR profile of (a) t-ZrO2, Ru/t-ZrO2, (b) m-ZrO2, Ru/m-ZrO2, (c) mixed-ZrO2, and Ru/mixed-ZrO2. XPS spectra of Ru 3d in (d) Ru/t-ZrO2, (e) Ru/m-ZrO2, and (f) Ru/mixed-ZrO2 before reaction.
The oxidation states of surface Ru, Zr, and O on different Ru/ZrO2 catalysts were further analyzed using XPS by deconvoluting Ru 3d, Zr 3d, and O 1s spectra (Tables , S2 and Figures d–f, and S4–S6). Considering that Ru 3d3/2 and the C 1s peak are partially overlapped, a new peak at 280.2 eV emerged with splitting of 4.17 eV, verifying the formation of Ru(0) on the surface (Figure d–f). In contrast, the Ru(0) peak was not observed in the control sample (i.e., Ru/ZrO2 without NaBH4 activation) (Figure S4, Table S2), indicating that the formation of Ru(0) is attributed to the chemical reduction step using NaBH4 during catalyst synthesis. Additional peaks were assigned to RuO2 (281.1 eV) and RuCl3 (282.4–5 eV), both exhibiting a spin–orbit splitting of 4.17 eV. It is because Ru(III) and Ru(IV) were incompletely reduced by NaBH4 or Ru(0) was passivated after its exposure to air. , Quantitative analysis revealed that Ru/t-ZrO2 and Ru/m-ZrO2 exhibited 42.9% and 44.2% Ru(0), respectively, while Ru/mixed-ZrO2 showed a slightly lower Ru(0) content of 36.1% (Table ). This result indicates comparable formation of Ru(0) across the ZrO2 supports, regardless of their crystalline phases. The oxidation states of Zr and O in Ru/ZrO2 samples were further monitored (Figures S5 and S6). Details of deconvolution of Ru 3d, Zr 3d, and O 1s spectra are provided in the Supporting Information (Text S6).
1. Oxidation States of Ru in Ru/t-ZrO2, Ru/m-ZrO2, and Ru/Mixed-ZrO2 .
| catalyst |
before
reaction |
||
|---|---|---|---|
| RuO2 (281.1 eV) | RuCl3 (282.5 eV) | Ru(0) (280.2 eV) | |
| Ru/t-ZrO2 | 28.5% | 28.6% | 42.9% |
| Ru/m-ZrO2 | 35.0% | 20.8% | 44.2% |
| Ru/mixed-ZrO2 | 38.5% | 25.4% | 36.1% |
3.2. Catalytic Oxidation of Capecitabine by PMS and Ru Catalysts
No degradation of capecitabine was observed with PMS alone (Figure ), indicating that PMS (HSO5 –, E H 0 = 1.82 V) is unable to oxidize capecitabine under ambient conditions. Similarly, ZrO2 supports (i.e., t-ZrO2, m-ZrO2, and mixed-ZrO2) with PMS showed negligible capecitabine removal, suggesting that (i) sorption of capecitabine is not favorable on the tetragonal and monoclinic ZrO2 surfaces and (ii) both t-ZrO2 and m-ZrO2 are unable to activate PMS for oxidation. Additionally, Ru catalysts alone can neither adsorb nor remove capecitabine. However, nearly complete degradation of capecitabine was achieved within 30 min using Ru/t-ZrO2 (Figure a) and Ru/mixed-ZrO2 (Figure c), while Ru/m-ZrO2 resulted in 61.96 ± 1.65% removal (Figure b). The observed reaction rate constants (k obs) follow the trend: Ru/t-ZrO2 (0.183 ± 0.001 min–1) > Ru/mixed-ZrO2 (0.174 ± 0.003 min–1) > Ru/m-ZrO2 (0.011 ± 0.001 min–1). To further identify different reactivities of Ru nanostructures, turnover frequencies (TOFs) were estimated to assess the rate of capecitabine oxidation (mol s–1) per mole of Ru, based on CO pulse chemisorption data (Table ). Interestingly, Ru/m-ZrO2 exhibited the highest TOF (18.1 s–1), followed by Ru/t-ZrO2 (10.6 s–1) and Ru/mixed-ZrO2 (5.27 s–1). According to surface characterization results (Section 3.1), this higher TOF of Ru/m-ZrO2 (despite lower k obs) could be attributed to the hcp-Ru sites, which were predominantly observed in Ru/m-ZrO2. Notably, despite its lower metal dispersion (2.03%) and smaller metallic surface area (7.42 m2 per gRu), the Ru atom in the hcp-Ru structure appears to be more catalytically reactive toward capecitabine oxidation than that in fcc-Ru identified in both Ru/t-ZrO2 and Ru/mixed-ZrO2. These variations in reactivity among the Ru/ZrO2 catalysts may also result from distinct reaction mechanisms that are dictated by the Ru nanostructure, as discussed in the following sections.
4.
Catalytic oxidation of capecitabine using (a) Ru/t-ZrO2PMS, (b) Ru/m-ZrO2PMS, and (c) Ru/mixed-ZrO2PMS, compared to PMS only and Ru/ZrO2 only. Conditions: [capecitabine]0 = 10 mg L–1; [catalyst]0 = 0.1 g L–1; [PMS]0 = 0.5 mM.
2. CO Pulse Chemisorption of Ru/t-ZrO2, Ru/M-ZrO2, and Ru/Mixed-ZrO2 .
| catalyst | Ru (wt %) | cumulative uptake quantity (cm3 g–1) | metal dispersion (%) | metallic surface area (m2 g metal –1) | active particle diameter (nm) | cubic crystallite size (nm) | active metal sites (mmol) | capecitabine oxidation rate (mmol s–1) | TOF (s–1) |
|---|---|---|---|---|---|---|---|---|---|
| Ru/t-ZrO2 | 1 | 0.328 | 14.8 | 54.1 | 8.95 | 7.46 | 1.47 × 10–7 | 15.5 × 10–7 | 10.5 |
| Ru/m-ZrO2 | 1 | 0.045 | 2.03 | 7.42 | 65.2 | 54.3 | 0.201 × 10–7 | 3.63 × 10–7 | 18.1 |
| Ru/mixed-ZrO2 | 1 | 0.731 | 29.5 | 108 | 4.50 | 3.75 | 2.92 × 10–7 | 15.4 × 10–7 | 5.27 |
Metal dispersion represents the ratio of the number of active metal atoms (N s) available for reaction to the total number of metal atoms (N T) in the catalyst (metal dispersion (%) = (N s/N T) × 100%).
TOF of capecitabine degradation (TOF) = capecitabine removal rate (mmol·s–1)/active metal sites (mmol).
3.3. Ru Nanostructure-Dependent Reaction Mechanisms
3.3.1. Radical Pathway Mediated by hcp-Ru/m-ZrO2
The effect of quenchers (i.e., methanol and tert-butanol) on capecitabine degradation kinetics varied depending on the Ru nanostructures supported by different ZrO2 crystal phases, suggesting that fcc-Ru and hcp-Ru may facilitate distinct reaction mechanisms. The addition of excess methanol at [methanol]0/[capecitabine]0 ratios of 1000 and 2000 significantly retarded both the degradation and defluorination kinetics of capecitabin by Ru/m-ZrO2 (Figure b and S8b). Given that methanol effectively quenches both SO4 •– (1.1 × 107 M–1 s–1) and •OH (1.1 × 107 M–1 s–1) (Table S1), these results indicate that hcp-Ru activates PMS to generate reactive radicals (e.g., SO4 •– and •OH). This behavior is consistent with observations for the benchmark Pd/t-ZrO2 catalyst, where the addition of excess methanol significantly suppressed capecitabine oxidation (Figure S7), confirming that PMS is activated by Pd(0) to generate SO4 •– and •OH via hemolytic cleavage of the O–O bond. , To further assess the role of •OH, tert-butanol was used as a quencher due to its high reactivity with •OH ((5.9 ± 0.5)×108 M–1 s–1) and much slower reaction with SO4 •– (<1.6 × 102 M–1 s–1). As shown in Figure e, tert-butanol had a negligible inhibitory effect on capecitabine degradation by Ru/m-ZrO2, while a moderate inhibition (∼30%) was observed for the Pd catalyst at a [tert-butanol]0/[capecitabine]0 ratio of 1000 (Figure S7). These findings suggest that SO4 •– is the predominant radical generated by hcp-Ru, playing a key role in the oxidative degradation and defluorination of capecitabine (Figure g).
5.
Effect of methanol on catalytic oxidation of capecitabine by (a) Ru/t-ZrO2, (b) Ru/m-ZrO2, and (c) Ru/mixed-ZrO2. Conditions: [capecitabine]0 = 10 mg L–1; [catalyst]0 = 0.1 g L–1; [PMS]0 = 0.5 mM; [methanol]0/[capecitabine]0 = 1000 and 2000. Effect of tert-butanol on catalytic oxidation of capecitabine by (d) Ru/t-ZrO2, (e) Ru/m-ZrO2, and (f) Ru/mixed-ZrO2. Conditions: [capecitabine]0 = 10 mg L–1; [catalyst]0 = 0.1 g L–1; [PMS]0 = 0.5 mM; [tert-butanol]0/[capecitabine]0 = 1000 and 2000. (h) Schematic diagram of the nonradical pathway via fcc-Ru and (g) radical pathway via hcp-Ru.
3.3.2. Nonradical Pathway Mediated by fcc-Ru/t-ZrO2 and Ru/mixed-ZrO2
In contrast, the addition of excess methanol had a negligible effect on the capecitabine degradation rate in the case of Ru/t-ZrO2. Specifically, the inhibition was limited to 9.8% at a [methanol]0/[capecitabine]0 ratio of 1000 (27.8 mM) (Figure a). Thus, these results indicate that capecitabine degradation by Ru/t-ZrO2 proceeded predominantly through a nonradical pathway, with SO4 •– playing a very minor role, as evidenced by the minimal quenching effect of methanol. Likewise, •OH involvement can be ruled out, consistent with the negligible inhibition by tert-butanol at the same molar ratio (Figure d). At a higher [methanol]0/[capecitabine]0 ratio of 2000, the increased inhibitory effect is likely due to the methanol blocking fcc-Ru reactive sites that are involved in PMS adsorption. , Notably, the defluorination of capecitabine was also only marginally affected by methanol, suggesting that alternative nonradical mechanisms other than SO4 •–-mediated defluorination could be responsible for the observed defluorination (Figure S8a). A similar pattern was noted with Ru/mixed-ZrO2 (Figure c,f), further supporting the conclusion that fcc-Ru preferentially promotes a nonradical oxidative pathway for capecitabine. Moreover, the bicarbonate ion (HCO3 –) caused no inhibition with fcc-Ru/t-ZrO2 (Figure S9) but significantly suppressed oxidation with hcp-Ru/m-ZrO2. It is because HCO3 – scavenges SO4 •– (E 0 = 2.6–3.1 V) to yield CO3 •–/HCO3 •– with lower reactivity (E 0 = 1.78 V), resulting in more pronounced inhibitory effect on the radical pathway. , Hence, this further supports a radical-dominant pathway on hcp-Ru versus a nonradical dominant pathway on fcc-Ru. While singlet oxygenation (1O2) is often proposed as a nonradical pathway, its formation can be ruled out based on detailed analysis provided in the Supporting Information (Text S7, Figures S10 and S11). Therefore, fcc-Ru within Ru/t-ZrO2 and Ru/mixed-ZrO2 facilitates the direct oxidation of capecitabine without the involvement of free radicals, 1O2 or O2 •–. In this nonradical pathway, electrons are transferred from the organic pollutant (electron donor) to PMS (electron acceptor) via the catalyst as a mediator (Figure h). ,, The mechanistic rationalization of the fcc-Ru-driven direct electron transfer and hcp-Ru-mediated PMS activation was elucidated with the aid of DFT calculations.
3.3.3. DFT Calculation of fcc-Ru and hcp-Ru
For the nonradical mechanism proposed for fcc-Ru, we hypothesized that capecitabine should have (i) sufficient electron-donating capacity and (ii) exhibit high affinity toward reactive fcc-Ru surface. To validate the first criterion, ionization potential (IP) was considered, since it is a well-known descriptor for assessing electron transfer reactivity. It has been reported that organic compounds with IP values higher than 9.0 eV are generally unable to serve as electron donors and thus show low reactivity in the nonradical oxidation pathway. To estimate the IP value of capecitabine, the previously reported method was employed in this study. The calculated IP value of capecitabine was 8.26 eV, which is far below the 9.0 eV threshold, indicating that capecitabine has a great potential to serve as an electron donor and to facilitate a nonradical pathway, namely, direct electron transfer on fcc-Ru.
For assessing the second criterion that the high affinity of fcc-Ru toward capecitabine could lead to a nonradical pathway via electron transfer (i.e., electrons shuttle), the E binding of fcc-Ru55 clusters were computationally determined and compared with that of hcp-Ru56 (Figure S12). The calculated E binding values for capecitabine followed the trend: fcc-Ru55 (−78.4 kcal mol–1) > hcp-Ru56 (−65.8 kcal mol–1). The more negative E binding of fcc-Ru55 indicates a higher affinity and stronger interaction with capecitabine compared to those of hcp-Ru56. The fluoropyrimidine moiety of capecitabine was found to preferentially align with the fcc-Ru surface, forming close distances (d(N75–Ru20) = 2.05 Å, d(C85–Ru14) = 2.12 Å, and d(C91–Ru35) = 2.16 Å) with surface Ru atoms (Figure S12a1), whereas such interaction was not evident with hcp-Ru (Figure S12b1). These results suggest that capecitabine adsorbs more favorably onto the fcc-Ru surface to facilitate electron transfer.
In contrast, the E binding values for PMS showed the opposite trend: hcp-Ru56 (−45.6 kcal mol–1) > fcc-Ru55 (−32.0 kcal mol–1) (Figure S12), implying that PMS has a stronger binding affinity for the hcp-Ru surface. This preferential interaction may promote the adhesion of PMS to hcp-Ru, facilitating the O–O bond scission and the subsequent generation of SO4 •–. Indeed, when no structural constraints were applied to the O–O bond, spontaneous scission (d(O59–O63) = 3.72 Å) occurred during the optimization process of the hcp-Ru56 + PMS complex, yielding SO4 •– and •OH (Figure S12b3). In contrast, PMS is oriented vertically on the fcc-Ru surface without undergoing any structural deformation (Figure S12a2). These results demonstrate that the hcp-Ru surface structure not only enhances PMS adsorption but also facilitates selective activation of PMS, thereby promoting efficient radical production (Eq. )
| 3 |
3.3.4. Differences in Catalytic Behaviors between fcc-Ru/t-ZrO2 and hcp-Ru/m-ZrO2
Additionally, the nonradical pathway exhibited different behaviors in PMS consumption compared to the radical pathway. If electron transfer from capecitabine to PMS occurs, an increase in the concentration of the electron donor (capecitabine) would be expected to accelerate the decomposition of the electron acceptor (PMS). As illustrated in Figure S13a,b, during capecitabine oxidation over the fcc-Ru/t-ZrO2, the PMS consumption rate increased significantly as the initial capecitabine concentration rose from 10 to 40 mg L–1. Specifically, the k obs for PMS decomposition increased by approximately 4.4-fold with the addition of 40 mg L–1 of capecitabine (Figure S13b), indicating that the direct electron transfer process catalyzed by fcc-Ru is highly sensitive to the concentration of the substrate. In stark contrast, when hcp-Ru/m-ZrO2 mediated the radical pathway, the PMS reduction kinetics exhibited only a marginal change as the capecitabine concentrations increased from 10 to 40 mg L–1 (Figure S13e). This suggests that in the radical mechanism, PMS activation by hcp-Ru to generate reactive species was largely independent of the target pollutant. These findings align with established understandings that radical pathways exhibit less sensitivity to target pollutants, whereas nonradical pathways involving direct electron transfer are strongly dependent on the electron-donating substrate.
The difference between nonradical pathways and radical pathways was further highlighted with the addition of NOM to the reaction mixture. The nonradical pathway, facilitated by fcc-Ru in Ru/t-ZrO2 and Ru/mixed-ZrO2, demonstrated greater tolerance to NOM compared to the radical pathway mediated by hcp-Ru in Ru/m-ZrO2. Notably, the fcc-Ru catalysts still achieved >99% of capecitabine removal and maintained defluorination efficiency in the presence of 1–5 ppm of NOM, whereas the hcp-Ru catalyst was deactivated at 5 ppm of NOM (Figure S14). It is because SO4 •– produced by hcp-Ru was readily scavenged by electron-rich moieties within NOM. This observation is further corroborated by the quenching experiment conducted in the presence of NOM, wherein the sequential addition of NOM (1 ppm) and methanol (27.8 mM) resulted in complete inhibition of capecitabine oxidation by hcp-Ru/m-ZrO2 (Figure S15). This suggests that the residual SO4 •– species potently generated by hcp-Ru, even under NOM-rich conditions, were effectively scavenged by methanol (Figure S15b). The detailed analysis is provided in the Supporting Information (Text S8, Figures S14 and S15).
3.3.5. The Reactivity of fcc-Ru and hcp-Ru after Reaction
To investigate the recyclability and durability of Ru catalysts with respect to (i) reactivity, (ii) reaction mechanism, and (iii) crystallinity, additional recycling tests and quenching experiments were conducted (Figure S16), followed by corresponding surface characterizations. The used fcc-Ru/t-ZrO2, Ru/mixed-ZrO2, and hcp-Ru/m-ZrO2 catalysts were analyzed by XPS (Figures S4) and FE-TEM/EDX (Figure S17). As shown in Figure S16, all used Ru catalysts maintained most of their catalytic reactivity, with a slight decrease in both the capecitabine removal rate and the defluorination rate. Specifically, the k obs values for Ru/t-ZrO2 and Ru/mixed-ZrO2 decreased by 1.36- and 1.37-fold, respectively, relative to the pristine catalysts, while a 1.60-fold decrease was observed for hcp-Ru/m-ZrO2. Consistently, defluorination decreased from 67.2 ± 1.2% to 55.3 ± 4.1% for Ru/t-ZrO2 and from 60.8 ± 0.3% to 45.2 ± 0.9% for Ru/m-ZrO2, with negligible changes for Ru/mixed-ZrO2. This modest loss of activity can be attributed to changes in the Ru oxidation states, as indicated by XPS (Figure S4g–i). After reaction, Ru(0) remained but its fraction decreased across all catalysts from 36.2 to 44.2% to 25.6–31.1% (Table S2), indicating that partial oxidation of Ru(0) by PMS occurred. This passivation of hcp-Ru and fcc-Ru likely suppressed PMS activation and direct electron transfer, respectively. Nevertheless, quenching tests on the used catalysts revealed that, even with a reduced metallic fraction, the Ru catalysts retained both nonradical and radical pathways (Figure S16), despite a modest increase in methanol inhibition for the used fcc-Ru catalysts. These slight changes are also derived from the formation of oxidized Ru species after the first cycle; correspondingly, FE-TEM/EDX analysis still revealed the (111) lattice fringe of fcc-Ru (0.22 nm) in the Ru/t-ZrO2 and Ru/mixed-ZrO2 catalysts (Figure S17), alongside a lattice fringe in the spacing of 0.28 nm, which is assignable to fcc-RuO2 (Figure S17a3). This suggests that PMS oxidation converted metallic fcc-Ru to the metastable fcc-RuO2. In Ru/m-ZrO2, hcp-Ru is well preserved, as evidenced by lattice spacings of 0.21 nm for (200) and 0.23 nm for (010) hcp-Ru. Therefore, it can be concluded that the nanostructures are largely retained after reuse without fcc → hcp interconversion, and the catalysts maintain their nanostructure-specific reactivity and mechanisms. The modest decrease in catalytic activity could be attributed to the partial oxidation of metallic Ru.
3.4. Influence of Ru Nanostructures on Defluorination of Capecitabine
The different reaction mechanisms of the fcc- and hcp-Ru catalysts also impacted capecitabine defluorination. Since defluorination was calculated based on the ratio of released F– to the total fluorine content in the initial capecitabine concentration (eq , Figure a), it may not accurately reflect the extent of defluorination relative to the amount of capecitabine actually degraded. To address this limitation, we estimated F– selectivity, as defined in eq . Interestingly, Ru/m-ZrO2 exhibited the highest F– selectivity (97.6 ± 1.4%) (Figure b), indicating that the decomposition of capecitabine consistently involved defluorination, with SO4 •– generated by hcp-Ru preferentially attacking the C–F bonds. In contrast, Ru/t-ZrO2 and Ru/mixed-ZrO2 exhibited relatively lower 67.2 ± 1.2% and 40.9 ± 0.7%, respectively, implying that the nonradical pathway driven by fcc-Ru is less effective for the C–F bond cleavage than SO4 •–. Consistently, Ru/m-ZrO2 consistently exhibited high F– selectivity (91.5–98.2%) compared to Ru/t-ZrO2 and Ru/mixed-ZrO2 (32.94–68.96%) across initial PMS concentrations ranging from 0.1 to 1.0 mM (Figure S18).
6.
(a) Time profiles of capecitabine defluorination during catalytic oxidation using Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2. (b) Capecitabine removal (%) and F– selectivity (%) of Ru catalysts. Conditions: [capecitabine]0 = 10 mg L–1; [catalyst]0 = 0.1 g L–1; [PMS]0 = 0.5 mM. Schematic diagram of the defluorination pathway for the (c) nonradical mechanism and (d) radical mechanism, with energy profiles. Optimized geometries of the reactant, transition state (TS), intermediate (IM), and product, along with the related bond lengths (Å), are provided. Gray, white, light green, yellow, blue, and red colors represent carbon, hydrogen, fluorine, sulfur, nitrogen, and oxygen atoms, respectively. Activation energies (ΔG‡, kcal mol–1) are also noted.
This phenomenon can be attributed to SO4 •–, which is highly active in cleaving the C–F bond, as evidenced by the DFT results. Using the nudged elastic band method, we simulated the possible defluorination route of capecitabine by SO4 •–, locating the TS along the minimum energy path. The entire reaction pathway was divided into three steps. In the first step, SO4 •– approached the C16–F17 site, decreasing the C16–O22 distance from 3.25 to 2.33 Å through TS1 (Figures d and S20). This step was barrierless (ΔG‡ = −1.52 kcal mol–1), indicating that it can readily occur. In the second step, SO4 •– was added to the C16 site of capecitabine, forming the intermediate adduct, C15H22FN3O6–SO4 •–, denoted as IM2, with a ΔG of −7.43 kcal mol–1. During this step, the C16–F17 bond stretched from 1.33 (in IM1) to 1.47 Å (in IM2) via TS2, with a free energy of activation (ΔG‡) of 2.35 kcal/mol. Finally, the third step involved the cleavage of the C16–F17 bond, which increased to 3.54 Å via TS3. The ΔG and ΔG‡ values of this step were −5.20 and 4.65 kcal mol–1, respectively. Therefore, it was confirmed that SO4 •–-mediated defluorination is overall downhill and proceeds more easily by overcoming significantly lower energy barriers, indicating that it is both thermodynamically and kinetically favorable.
For the nonradical pathway, both capecitabine (C15H22FN3O6) and PMS (HSO5 –) approached the fcc-Ru surface, where fcc-Ru facilitated electron capture and shuttled the electron to PMS (Figure c). This electron transfer resulted in the formation of the capecitabine radical cation (C15H22FN3O6 +•). The unstable radical could undergo defluorination via the SN2 nucleophilic substitution reaction, which is also well established in hydrolysis and dichlorination of acyl chloride. Specifically, the reaction is initiated by the oxygen atom of the H2O molecule attacking the C16 site, which leads to the leaving of F17. The leaving F– then attracts H50 by forming HF as a byproduct (Figure S19). This reaction pathway is thermodynamically favorable (ΔG = −14.5 kcal mol–1) but requires a modest ΔG‡ of 33.6 kcal mol–1, implying that the SO4 •–-dominant radical pathway has greater advantage in defluorination than the nonradical pathway. Despite the lower F– selectivity of the fcc-Ru catalysts, the overall abundance of fluorinated TPs was comparable to that observed with hcp-Ru/m-ZrO2. This could be attributed to the formation of poorly ionizable or too small and early eluting fluorinated TPs that are difficult to detect using the LC–MS and nano LC–HRMS/MS methods employed in this study, warranting further investigations.
3.5. Influence of Ru Nanostructure on Oxidative Degradation Pathway of Capecitabine
The degradation pathways of capecitabine were investigated using nano LC–HRMS/MS. Initially, the identification and structural estimation of TPs were conducted by analyzing accurate masses and MS2 fragmentation patterns, measured with high mass accuracy (to 5 decimal places) using nano LC–HRMS/MS (Table and Figures S21–S25). The interpretation of the MS2 product ion spectrum of capecitabine is prerequisite for elucidating the molecular structures of unknown TPs (Figure S21a). Capecitabine shows characteristic fragmentations at m/z 117.0546 (C5H9O3 +), m/z 244.1088 (C10H15FN3O3 +; via the C–N bond scission), m/z 174.03067 (C5H5FN3O3 +; via the subsequent loss of C5H10), and m/z 130.04102 (C4H5FN3O+; further loss of a CH2O2). This fragmentation pattern of the parent compound provides structure insights into the newly formed TPs. A detailed analysis of the TPs, along with interpretation of their MS2 product ion spectra (Figures S21–25), is presented in the Supporting Information (Text S9). Subsequently, the degradation pathways of capecitabine for each Ru catalyst were proposed based on the identified TPs (Figures , , and S26). Time profiles of the selected TPs were monitored by LC–MS (Figures S27–S29).
3. TPs Identified Using Nano LC–HRMS/MS.
| name | formula | Δmass [ppm] | calc. MW | m/z ([M + H]+) | RT [min] | Ru/t-ZrO2 | Ru/m-ZrO2 | Ru/mixed-ZrO2 |
|---|---|---|---|---|---|---|---|---|
| capecitabine | C15H22FN3O6 | –2.6 | 359.1483 | 360.1556 | 11.087 | parent compound | parent compound | parent compound |
| TP117 (I) | C5H8O3 | –0.19 | 116.04732 | 117.0546 | 1.482 | O | O | O |
| TP117 (II) | C5H8O3 | –2.03 | 116.04711 | 117.05439 | 11.16 | O | O | O |
| TP174 | C5H4FN3O3 | –1.54 | 173.02340 | 174.03068 | 10.204 | O | O | O |
| TP85 | C5H8O | 1.66 | 84.05765 | 85.06493 | 2.542 | O | O | O |
| TP151 | C6H14O4 | –1.67 | 150.08896 | 151.09624 | 1.470 | O | O | O |
| TP173 | C8H12O4 | –2.01 | 172.0732 | 173.0805 | 7.361 | O | X | O |
| TP242 | C9H11N3O5 | –2.17 | 241.0694 | 242.0766 | 9.177 | O | O | O |
| TP243 | C9H10N2O6 | –2.26 | 242.0533 | 243.0606 | 1.006 | O | O | O |
| TP244 | C10H14FN3O3 | –2.02 | 243.1014 | 244.1087 | 10.208 | O | O | O |
| TP258 | C10H15N3O5 | 4.05 | 257.10221 | 258.10949 | 0.87 | O | O | X |
| TP356(I) | C15H21N3O7 | –1.88 | 355.1373 | 356.1446 | 7.391 | O | X | O |
| TP356(II) | C15H21N3O7 | –2.08 | 355.1373 | 356.1449 | 9.274 | O | O | O |
| TP358 | C15H20FN3O6 | 3.16 | 357.1347 | 358.142 | 11.183 | X | O | O |
| TP374(I) | C15H23N3O8 | –1.78 | 373.1478 | 374.15513 | 7.306 | O | O | O |
| TP374(II) | C15H23N3O8 | –1.91 | 373.1478 | 374.15508 | 9.223 | O | O | O |
| TP376 | C15H22FN3O7 | –1.41 | 375.1437 | 376.15092 | 11.145 | O | O | O |
| TP390 | C15H23N3O9 | –1.44 | 389.1429 | 390.15 | 10.799 | O | X | X |
| TP392(I) | C15H22FN3O8 | –1.43 | 391.13853 | 392.14581 | 9.672 | X | O | O |
| TP392(II) | C15H22FN3O8 | –1.56 | 391.13848 | 392.14576 | 10.722 | O | O | O |
| TP177 | C6H12N2O4 | –2.60 | 176.07925 | 177.08653 | 1.012 | O | O | O |
| TP139 | C6H6N2O2 | –2.77 | 138.10408 | 139.11136 | 11.592 | X | O | X |
| TP175 | C6H10N2O4 | –2.33 | 174.06365 | 175.07093 | 1.167 | O | O | O |
| TP134 | C5H11NO3 | –0.83 | 133.07378 | 134.08106 | 1.011 | O | O | O |
| TP334 | C13H23N3O7 | –1.96 | 333.15295 | 334.16022 | 11.173 | O | O | O |
| TP346 | C14H23N3O7 | –1.67 | 345.15302 | 346.16030 | 10.498 | O | O | O |
| TP332 | C13H21N3O7 | –1.86 | 331.13733 | 332.14461 | 11.555 | O | O | O |
| TP232 | C8H13N3O5 | –1.92 | 231.08508 | 232.09235 | 1.012 | O | O | O |
| TP203(I) | C7H10N2O5 | –1.95 | 202.05858 | 203.06585 | 1.332 | O | O | O |
| TP203(II) | C7H10N2O5 | –1.94 | 202.05858 | 203.06586 | 1.726 | O | O | O |
| TP203(III) | C7H10N2O5 | –1.67 | 202.05863 | 203.06591 | 1.475 | O | X | O |
| TP215(I) | C8H10N2O5 | –2.02 | 214.05854 | 215.06581 | 1.013 | O | X | O |
| TP215(II) | C8H10N2O5 | –1.65 | 214.05862 | 215.06589 | 1.311 | O | O | O |
| TP218 | C8H15N3O4 | –2.14 | 217.10579 | 218.11307 | 11.174 | O | O | O |
| TP225 | C9H8N2O5 | –2.32 | 224.04280 | 225.05008 | 1.043 | O | O | O |
| TP144 | C6H9NO3 | –1.42 | 143.05804 | 144.05632 | 1.475 | O | O | O |
| TP220 | C7H13N3O5 | –1.68 | 219.08515 | 220.09243 | 1.467 | O | X | O |
| TP123 | C6H7N2O | –0.39 | 122.04796 | 123.05524 | 1.175 | O | O | O |
7.
Proposed transformation pathways for capecitabine via nonradical mechanism catalyzed by Ru/t-ZrO2. The TPs in the yellow and blue boxes represent fluorinated and defluorinated TPs, respectively. All TPs are categorized based on the number of C and F atoms.
8.
Proposed transformation pathways for capecitabine via radical mechanism catalyzed by Ru/m-ZrO2. The TPs in the yellow and blue boxes represent fluorinated and defluorinated TPs, respectively. All TPs are categorized based on the number of C and F atoms.
Despite the mechanistic differences between fcc-Ru (direct electron transfer in nonradical pathway) and hcp-Ru (SO4 •–-mediated oxidation), 27 out of 37 TPs were commonly identified (Table ), indicating a significant overlap in the degradation pathways. These shared degradation routes include hydroxylation, hydroxylative defluorination, C–C bond cleavage, C–N bond cleavage, and pyrimidine ring opening. However, certain TPs (i.e., TP356(I), TP390, TP203(II), TP215(I), and TP220) were exclusively observed under the nonradical pathway mediated by fcc-Ru catalysts. In contrast, TP139 (C6H6N2O2) was detected only in the radical pathway using hcp-Ru/m-ZrO2. Thus, the distinct appearance of these TPs likely arises from mechanistic differences between Ru nanostructures, resulting in partially divergent TP profiles.
The degradation pathways of capecitabine mediated by different Ru catalysts are illustrated in the Supporting Information (Text S9). Briefly, hydroxylation and hydroxylative defluorination were identified as the primary reactions common to both pathways. In the nonradical pathways of Ru/t-ZrO2, capecitabine underwent (i) mono- and dihydroxylation and (ii) hydroxylative defluorination followed by mono- and dihydroxylation, leading to the formation of TP376 (C15H22FN3O7), TP392(II) (C15H22FN3O8), TP356(I–II) (C15H21N3O7), TP374(I–II) (C15H23N3O8), and TP390 (C15H23N3O9) (Figure ). In the radical pathway of Ru/m-ZrO2, similar TPs including TP376, TP392(I–II), TP356(II), and TP374(I–II) were also identified (Figure ). These findings indicate that both reaction mechanisms promote hydroxylation and defluorination of the aminofluoropyrimidinone moiety in the early stage of reaction. However, the formation of distinct TPs suggests that each pathway exhibits partially diverging patterns in the hydroxylation position.
Subsequently, a progressive shortening of chain (C1–C5) within the pentyl carbamate (C6H13NO2) moiety was observed for all Ru catalysts (Figures , , and S26). This resulted in TP346 (C14H23N3O7), TP334 (C13H23N3O7), and TP332 (C13H21N3O70) with the sugar moiety intact (Figures S23–24). Additionally, cleavage of the C7–O6 bond led to the formation of TP258 (C10H15N3O5), while further C–N bond (N9–C7 and C10–N9) scissions led to the formation of TP242 (C9H11N3O5), TP243 (C9H10N2O6), and TP225 (C9H8N2O5), which are detected in all pathways (Figures , , and S26). Interestingly, after the loss of the pentyl carbamate (C6H13NO2) moiety, ring opening of the fluoropyrimidinone moiety was initiated, followed by additional hydroxylation to form TP215(I–II) (C8H10N2O5) and TP232 (C8H13N3O5). Subsequently, TP232 underwent further destruction via the C–N bond cleavage and hydroxylation to become TP220 (C7H13N3O5) by only fcc-Ru catalysts (Figures and S26). Additionally, the C–N bond cleavage in TP215(I–II) led to the formation of TP203(I–II) (C7H10N2O5). Further cleavage of either C15–N14 or C10–N11 in TP203(I–II) produced TP177 (C6H12N2O4) and TP175 (C6H10N2O4), both featuring a urea moiety linked to a sugar fragment. Oxidation of TP177 or TP175 led to TP144 (C6H6NO3) via the destruction of the urea moiety. Lastly, TP177 and TP175 underwent dehydration to produce TP139 (C6H6N2O2) and TP123 (C6H7N2O), or underwent C–N bond cleavage (i.e., C12–N14 or C18–N14) to yield TP134 (C5H11NO3) and TP117(I) (C5H8O3) (Figures , , and S26).
Another degradation route involved initial cleavage of the sugar moiety, yielding TP244 (m/z 244.1087, C10H14FN3O3), followed by C5–O6 cleavage to form TP174 (C5H4FN3O3). Alternatively, TP244 underwent ring opening of the fluoropyrimidinone moiety via defluorination and hydroxylation, producing TP218 (C8H15N3O4). Oxidative degradation of the detached pentyl group gave rise to TP151 (C6H14O4), TP117(II) (C5H8O3), and TP85 (C5H8O) (Figures , , and S26).
4. Conclusion
In this study, three ZrO2 supports with distinct crystalline phases (i.e., monoclinic, tetragonal, and a mixed phase) were employed to synthesize Ru/t-ZrO2, Ru/m-ZrO2, and Ru/mixed-ZrO2 catalysts, respectively. Surface characterization revealed that the crystalline phase of ZrO2 strongly influences the resulting Ru nanostructures; fcc-Ru preferentially formed on the tetragonal phase and hcp-Ru on the monoclinic phase of ZrO2. Interestingly, this ZrO2 phase-dependent Ru nanostructure significantly influenced both the catalytic reactivity and the dominant reaction mechanism during PMS-based oxidation of capecitabine. Specifically, fcc-Ru/t-ZrO2 and fcc-Ru/mixed-ZrO2 mediated a nonradical pathway via direct electron transfer, whereas hcp-Ru/m-ZrO2 induced a radical pathway through PMS activation to generate SO4 •– for oxidative degradation. These mechanistic distinctions between fcc-Ru and hcp-Ru were well preserved after catalyst recycling and resulted in notable variations in the overall catalytic performance, TOF, defluorination, and F– selectivity under various conditions. Although the TOF provides insight into the high intrinsic activity of hcp-Ru, fcc-Ru exhibits a higher degradation rate even under environmentally realistic conditions. Furthermore, nano LC–HRMS/MS enabled the detailed elucidation of TP structures, revealing that, despite similar degradation routes, fcc-Ru catalysts showed diverging patterns of TP formation compared to hcp-Ru/m-ZrO2. Overall, this study is the first to demonstrate that the crystalline phase of ZrO2 governs the formation of Ru nanostructures, which, in turn, dictates catalytic reactivity and the underlying reaction mechanism. While nonradical pathways involving noble metals such as Ru, Ir, Pt, and Au in persulfate-based AOPs have been recently reported, this work further unveils a Ru nanostructure-dependent mechanistic divergence. These findings highlight a promising strategy for engineering catalyst by controlling metal nanostructures through support crystallography, thereby selectively steering oxidation mechanisms. We believe that this work provides a new design principle for developing catalysts with tailored reaction mechanisms, enabling the construction of more advanced strategies for environmental water remediation.
Supplementary Material
Acknowledgments
This work was supported by the National Research Foundation of Korea (NRF-RS-2025-00520630 and NRF-RS-2025-25416704). It was also supported by the Institute of Engineering Research at Seoul National University.
The Supporting Information is available free of charge at https://pubs.acs.org/doi/10.1021/acsami.5c21822.
Chemicals, catalyst preparation, characterization of ZrO2 and Ru/ZrO2 catalysts, analytical methods (LC–MS), DFT calculations, H2-TPR and XPS analyses, scavenging tests, effects of natural organic matter, pH, bicarbonate, oxidant dosage, and initial concentration, identification of TPs by MS2 spectra, catalyst recyclability and postreaction characterization, proposed reaction pathways, and time profiles of capecitabine degradation and defluorination (PDF)
§.
35-402, Seoul National University, 1 Gwanak-ro, Gwanak-gu, Seoul 08826, Republic of Korea
The authors declare no competing financial interest.
References
- Wang J., Wang S.. Activation of Persulfate (PS) and Peroxymonosulfate (PMS) and Application for the Degradation of Emerging Contaminants. Chem. Eng. J. 2018;334(October 2017):1502–1517. doi: 10.1016/j.cej.2017.11.059. [DOI] [Google Scholar]
- Ahn Y. Y., Bae H., Kim H. Il, Kim S. H., Kim J. H., Lee S. G., Lee J.. Surface-Loaded Metal Nanoparticles for Peroxymonosulfate Activation: Efficiency and Mechanism Reconnaissance. Appl. Catal., B. 2019;241(June 2018):561–569. doi: 10.1016/j.apcatb.2018.09.056. [DOI] [Google Scholar]
- Wang Y., Ao Z., Sun H., Duan X., Wang S.. Activation of Peroxymonosulfate by Carbonaceous Oxygen Groups: Experimental and Density Functional Theory Calculations. Appl. Catal., B. 2016;198:295–302. doi: 10.1016/j.apcatb.2016.05.075. [DOI] [Google Scholar]
- Chen Y., Cui K., Liu T., Cui M., Ding Y., Chen Y., Chen X., Li W. W., Li C. X.. Enhanced Degradation of Sulfamethoxazole by Non-Radical-Dominated Peroxymonosulfate Activation with Co/Zn Co-Doped Carbonaceous Catalyst: Synergy between Co and Zn. Sci. Total Environ. 2022;850(193):158055. doi: 10.1016/j.scitotenv.2022.158055. [DOI] [PubMed] [Google Scholar]
- Feng Y., Lee P., Wu D., Shih K.. Surface-Bound Sulfate Radical-Dominated Degradation of 1, 4-Dioxane by Alumina-Supported Palladium (Pd/Al2O3) Catalyzed Peroxymonosulfate. Water Res. 2017;120:12–21. doi: 10.1016/j.watres.2017.04.070. [DOI] [PubMed] [Google Scholar]
- Park J., Bae S., Choi Y., Choe J. K.. Rh-Pd/TiO2 as Bilateral Catalysts for Reductive and Oxidative Degradation of Fluorinated Pharmaceutical Contaminants. Appl. Catal., B. 2023;322(August 2022):122089. doi: 10.1016/j.apcatb.2022.122089. [DOI] [Google Scholar]
- Wu Y., Chen L., Sun P., Zhang Q., Chen Y., Zheng X.. Heterogeneous Catalytic Reactions of In-Situ Generated Bromide Ions via Hydrodehalogenation of Tetrabromobisphenol A in Advanced Oxidation Processes over Palladium Nanoparticles. Appl. Catal., B. 2024;340(June 2023):123213. doi: 10.1016/j.apcatb.2023.123213. [DOI] [Google Scholar]
- Wang Y., Hui S., Zhan S., Djellabi R., Li J., Zhao X.. Activation of Peroxymonosulfate by Novel Pt/Al2O3Membranes via a Nonradical Mechanism for Efficient Degradation of Electron-Rich Aromatic Pollutants. Chem. Eng. J. 2020;381(June 2019):122563. doi: 10.1016/j.cej.2019.122563. [DOI] [Google Scholar]
- Ahn Y. Y., Yun E. T., Seo J. W., Lee C., Kim S. H., Kim J. H., Lee J.. Activation of Peroxymonosulfate by Surface-Loaded Noble Metal Nanoparticles for Oxidative Degradation of Organic Compounds. Environ. Sci. Technol. 2016;50(18):10187–10197. doi: 10.1021/acs.est.6b02841. [DOI] [PubMed] [Google Scholar]
- Li J., Chen J., Song W., Liu J., Shen W.. Influence of Zirconia Crystal Phase on the Catalytic Performance of Au/ZrO2 Catalysts for Low-Temperature Water Gas Shift Reaction. Appl. Catal. A Gen. 2008;334(1–2):321–329. doi: 10.1016/j.apcata.2007.10.020. [DOI] [Google Scholar]
- Zhou Y., Liu L., Li G., Hu C.. Insights into the Influence of ZrO2 Crystal Structures on Methyl Laurate Hydrogenation over Co/ZrO2 Catalysts. ACS Catal. 2021;11(12):7099–7113. doi: 10.1021/acscatal.1c00632. [DOI] [Google Scholar]
- Xiao T., Liu X., Xu G., Zhang Y.. Phase Tuning of ZrO2 Supported Cobalt Catalysts for Hydrodeoxygenation of 5-Hydroxymethylfurfural to 2,5-Dimethylfuran under Mild Conditions. Appl. Catal., B. 2021;295(February):120270. doi: 10.1016/j.apcatb.2021.120270. [DOI] [Google Scholar]
- Zhang Z., Zhang L., Hülsey M. J., Yan N.. Zirconia Phase Effect in Pd/ZrO2 Catalyzed CO2 Hydrogenation into Formate. Mol. Catal. 2019;475:110461. doi: 10.1016/j.mcat.2019.110461. [DOI] [Google Scholar]
- Samson K., Sliwa M., Socha R. P., Góra-Marek K., Mucha D., Rutkowska-Zbik D., Paul J. F., Ruggiero-Mikołajczyk M., Grabowski R., Słoczyński J.. Influence of ZrO2 Structure and Copper Electronic State on Activity of Cu/ZrO2 Catalysts in Methanol Synthesis from CO2. ACS Catal. 2014;4(10):3730–3741. doi: 10.1021/cs500979c. [DOI] [Google Scholar]
- Shang Y., Ding H., Liu Z., Zhang R., Ge Q., Zhu X.. Crystal Phase Dependent Electronic Metal-Support Interactions Tune the Ru/ZrO2 Interfacial Sites for Enhancing Direct Deoxygenation of m-Cresol. J. Catal. 2025;449:116233. doi: 10.1016/j.jcat.2025.116233. [DOI] [Google Scholar]
- Fan Y., Cheng S., Wang H., Tian J., Xie S., Pei Y., Qiao M., Zong B.. Pt–WOx on Monoclinic or Tetrahedral ZrO2: Crystal Phase Effect of Zirconia on Glycerol Hydrogenolysis to 1,3-Propanediol. Appl. Catal., B. 2017;217:331–341. doi: 10.1016/j.apcatb.2017.06.011. [DOI] [Google Scholar]
- Zhou G., Liu J., Tan X., Pei Y., Qiao M., Fan K., Zong B.. Effect of Support Acidity on Liquid-Phase Hydrogenation of Benzene to Cyclohexene over Ru-B/ZrO 2 Catalysts. Ind. Eng. Chem. Res. 2012;51(38):120911135834009. doi: 10.1021/ie301302x. [DOI] [Google Scholar]
- Li W., Huang H., Li H., Zhang W., Liu H.. Facile Synthesis of Pure Monoclinic and Tetragonal Zirconia Nanoparticles and Their Phase Effects on the Behavior of Supported Molybdena Catalysts for Methanol-Selective Oxidation. Langmuir. 2008;24(15):8358–8366. doi: 10.1021/la800370r. [DOI] [PubMed] [Google Scholar]
- Wu T., Sun M., Huang B.. Strain Modulation of Phase Transformation of Noble Metal Nanomaterials. Infomat. 2020:715–734. doi: 10.1002/inf2.12092. [DOI] [Google Scholar]
- Ding X., Liu J., Chen H., Zhou Y., Zhu C., Yan H.. HCP-to-FCC Phase Transformation of Ruthenium Nanocrystals Selectively Activate Hydrogen Peroxide for Boosting Peroxidase-like Activity. ACS Nano. 2025;19:2615. doi: 10.1021/acsnano.4c14346. [DOI] [PubMed] [Google Scholar]
- Ghosh S., Jagirdar B. R.. Effect of the Crystallographic Phase of Ruthenium Nanosponges on Arene and Substituted-Arene Hydrogenation Activity. ChemCatChem. 2018;10(14):3086–3095. doi: 10.1002/cctc.201800287. [DOI] [Google Scholar]
- Song C., Sakata O., Kumara L. S. R., Kohara S., Yang A., Kusada K., Kobayashi H., Kitagawa H.. Size Dependence of Structural Parameters in Fcc and Hcp Ru Nanoparticles, Revealed by Rietveld Refinement Analysis of High-Energy X-Ray Diffraction Data. Sci. Rep. 2016;6:31400. doi: 10.1038/srep31400. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kumara L. S. R., Sakata O., Kohara S., Yang A., Song C., Kusada K., Kobayashi H., Kitagawa H.. Origin of the Catalytic Activity of Face-Centered-Cubic Ruthenium Nanoparticles Determined from an Atomic-Scale Structure. Phys. Chem. Chem. Phys. 2016;18(44):30622–30629. doi: 10.1039/C6CP04088H. [DOI] [PubMed] [Google Scholar]
- Kusada K., Kobayashi H., Yamamoto T., Matsumura S., Sumi N., Sato K., Nagaoka K., Kubota Y., Kitagawa H.. Discovery of Face-Centered-Cubic Ruthenium Nanoparticles: Facile Size-Controlled Synthesis Using the Chemical Reduction Method. J. Am. Chem. Soc. 2013;135(15):5493–5496. doi: 10.1021/ja311261s. [DOI] [PubMed] [Google Scholar]
- Zhao M., Chen Z., Lyu Z., Hood Z. D., Xie M., Vara M., Chi M., Xia Y.. Ru Octahedral Nanocrystals with a Face-Centered Cubic Structure, {111} Facets, Thermal Stability up to 400 °C, and Enhanced Catalytic Activity. J. Am. Chem. Soc. 2019;141(17):7028–7036. doi: 10.1021/jacs.9b01640. [DOI] [PubMed] [Google Scholar]
- Li Y., Yue J., Yang C., Jia H., Cong H., Luo W.. Metastable Face-Centered Cubic Ruthenium-Based Binary Alloy for Efficient Alkaline Hydrogen Oxidation Electrocatalysis. J. Energy Chem. 2024;92:207–215. doi: 10.1016/j.jechem.2024.01.032. [DOI] [Google Scholar]
- Li L., Liu C., Liu S., Wang J., Han J., Chan T. S., Li Y., Hu Z., Shao Q., Zhang Q., Huang X.. Phase Engineering of a Ruthenium Nanostructure toward High-Performance Bifunctional Hydrogen Catalysis. ACS Nano. 2022;16(9):14885–14894. doi: 10.1021/acsnano.2c05776. [DOI] [PubMed] [Google Scholar]
- Chaudhari C., Sato K., Miyahara S. ichiro., Yamamoto T., Toriyama T., Matsumura S., Kusuda K., Kitagawa H., Nagaoka K.. The Effect of Ru Precursor and Support on the Hydrogenation of Aromatic Aldehydes/Ketones to Alcohols. ChemCatChem. 2022;14(16):e202200241. doi: 10.1002/cctc.202200241. [DOI] [Google Scholar]
- Park J., Bae S., Choi Y., Choe J. K.. Sequential Redox Strategies for Enhanced Defluorination and Degradation of a Trifluoromethylated Pharmaceutical Using a Single Bimetallic Catalyst. Water Res. 2025;286:124194. doi: 10.1016/j.watres.2025.124194. [DOI] [PubMed] [Google Scholar]
- Park J., An S., Jho E. H., Bae S., Choi Y., Choe J. K.. Exploring Reductive Degradation of Fluorinated Pharmaceuticals Using Al2O3-Supported Pt-Group Metallic Catalysts: Catalytic Reactivity, Reaction Pathways, and Toxicity Assessment. Water Res. 2020;185:116242. doi: 10.1016/j.watres.2020.116242. [DOI] [PubMed] [Google Scholar]
- Liang C., Huang C. F., Mohanty N., Kurakalva R. M.. A Rapid Spectrophotometric Determination of Persulfate Anion in ISCO. Chemosphere. 2008;73(9):1540–1543. doi: 10.1016/j.chemosphere.2008.08.043. [DOI] [PubMed] [Google Scholar]
- Chandra D., Inoue Y., Sasase M., Kitano M., Bhaumik A., Kamata K., Hosono H., Hara M.. A High Performance Catalyst of Shape-Specific Ruthenium Nanoparticles for Production of Primary Amines by Reductive Amination of Carbonyl Compounds. Chem. Sci. 2018;9(27):5949–5956. doi: 10.1039/C8SC01197D. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ju Z., Kong X.. Metastable Fcc-Ru/Fcc-RuO2 Heterointerphase for Hydrogen Evolution. Inorg. Chem. 2025;64:1241. doi: 10.1021/acs.inorgchem.4c04606. [DOI] [PubMed] [Google Scholar]
- Xu C., Wang H., Wang Q., Wang Y., Zhang Y., Fan G.. Ruthenium Coordinated with Triphenylphosphine-Hyper-Crosslinked Polymer: An Efficient Catalyst for Hydrogen Evolution Reaction and Hydrolysis of Ammonia Borane. Appl. Surf. Sci. 2019;466(August 2018):193–201. doi: 10.1016/j.apsusc.2018.10.051. [DOI] [Google Scholar]
- Li L., Chen F., Dai Y., Wu J., Shao J. L., Li H. Y.. Fe-Assisted Ru Clusters Supported on Porous and Graphitic Carbon for Ammonia Decomposition to CO:X Free Hydrogen. RSC Adv. 2016;6(104):102336–102342. doi: 10.1039/C6RA21211E. [DOI] [Google Scholar]
- Zhai L., Gebre S. T., Chen B., Xu D., Chen J., Li Z., Liu Y., Yang H., Ling C., Ge Y., Zhai W., Chen C., Ma L., Zhang Q., Li X., Yan Y., Huang X., Li L., Guan Z., Tao C. L., Huang Z., Wang H., Liang J., Zhu Y., Lee C. S., Wang P., Zhang C., Gu L., Du Y., Lian T., Zhang H., Wu X. J.. Epitaxial Growth of Highly Symmetrical Branched Noble Metal-Semiconductor Heterostructures with Efficient Plasmon-Induced Hot-Electron Transfer. Nat. Commun. 2023;14(1):1–10. doi: 10.1038/s41467-023-38237-7. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Fan F. R., Liu D. Y., Wu Y. F., Duan S., Xie Z. X., Jiang Z. Y., Tian Z. Q.. Epitaxial Growth of Heterogeneous Metal Nanocrystals: From Gold Nano-Octahedra to Palladium and Silver Nanocubes. J. Am. Chem. Soc. 2008;130(22):6949–6951. doi: 10.1021/ja801566d. [DOI] [PubMed] [Google Scholar]
- Otroshchenko T., Bulavchenko O., Thanh H. V., Rabeah J., Bentrup U., Matvienko A., Rodemerck U., Paul B., Kraehnert R., Linke D., Kondratenko E. V.. Controlling Activity and Selectivity of Bare ZrO2 in Non-Oxidative Propane Dehydrogenation. Appl. Catal. A Gen. 2019;585(July):117189. doi: 10.1016/j.apcata.2019.117189. [DOI] [Google Scholar]
- Wu Y., Chen J., Hu W., Zhao K., Qu P., Shen P., Zhao M., Zhong L., Chen Y.. Phase Transformation and Oxygen Vacancies in Pd/ZrO2 for Complete Methane Oxidation under Lean Conditions. J. Catal. 2019;377:565–576. doi: 10.1016/j.jcat.2019.04.047. [DOI] [Google Scholar]
- Jin Y., Li G., Zhang J., Pu Y., Li W.. Effects of Potassium Additive on the Activity of Ru Catalyst for Acetylene Hydrochlorination. RSC Adv. 2015;5(47):37774–37779. doi: 10.1039/C5RA03466C. [DOI] [Google Scholar]
- Yan Q. G., Wu T. H., Weng W. Z., Toghiani H., Toghiani R. K., Wan H. L., Pittman C. U.. Partial Oxidation of Methane to H 2 and CO over Rh/SiO 2 and Ru/SiO 2 Catalysts. J. Catal. 2004;226(2):247–259. doi: 10.1016/j.jcat.2004.05.028. [DOI] [Google Scholar]
- Morgan D. J.. Resolving Ruthenium: XPS Studies of Common Ruthenium Materials. Surf. Interface Anal. 2015;47(11):1072–1079. doi: 10.1002/sia.5852. [DOI] [Google Scholar]
- Dai H. B., Kang X. D., Wang P.. Ruthenium Nanoparticles Immobilized in Montmorillonite Used as Catalyst for Methanolysis of Ammonia Borane. Int. J. Hydrogen Energy. 2010;35(19):10317–10323. doi: 10.1016/j.ijhydene.2010.07.164. [DOI] [Google Scholar]
- Lei Y., Yu Y., Lei X., Liang X., Cheng S., Ouyang G., Yang X.. Assessing the Use of Probes and Quenchers for Understanding the Reactive Species in Advanced Oxidation Processes. Environ. Sci. Technol. 2023;57:5433. doi: 10.1021/acs.est.2c09338. [DOI] [PubMed] [Google Scholar]
- Buxton G. V., Greenstock C. L., Helman W. P., Ross A. B.. Critical Review of Rate Constants for Reactions of Hydrated Electrons, Hydrogen Atoms and Hydroxyl Radicals (·OH/·O– in Aqueous Solution. J. Phys. Chem. Ref. Data. 1988;17(2):513–886. doi: 10.1063/1.555805. [DOI] [Google Scholar]
- Guo Y., Long J., Huang J., Yu G., Wang Y.. Can the Commonly Used Quenching Method Really Evaluate the Role of Reactive Oxygen Species in Pollutant Abatement during Catalytic Ozonation? Water Res. 2022;215(February):118275. doi: 10.1016/j.watres.2022.118275. [DOI] [PubMed] [Google Scholar]
- Wang Y., Lin Y., Yang C., Wu S., Fu X., Li X.. Calcination Temperature Regulates Non-Radical Pathways of Peroxymonosulfate Activation via Carbon Catalysts Doped by Iron and Nitrogen. Chem. Eng. J. 2023;451(P2):138468. doi: 10.1016/j.cej.2022.138468. [DOI] [Google Scholar]
- Qiu X., Yang S., Dzakpasu M., Li X., Ding D., Jin P., Chen R., Zhang Q., Wang X. C.. Attenuation of BPA Degradation by SO4·– in a System of Peroxymonosulfate Coupled with Mn/Fe MOF-Templated Catalysts and Its Synergism with Cl– and Bicarbonate. Chem. Eng. J. 2019;372(April):605–615. doi: 10.1016/j.cej.2019.04.175. [DOI] [Google Scholar]
- Ren W., Cheng C., Shao P., Luo X., Zhang H., Wang S., Duan X.. Origins of Electron-Transfer Regime in Persulfate-Based Nonradical Oxidation Processes. Environ. Sci. Technol. 2022;56(1):78–97. doi: 10.1021/acs.est.1c05374. [DOI] [PubMed] [Google Scholar]
- Hu P., Su H., Chen Z., Yu C., Li Q., Zhou B., Alvarez P. J. J., Long M.. Selective Degradation of Organic Pollutants Using an Efficient Metal-Free Catalyst Derived from Carbonized Polypyrrole via Peroxymonosulfate Activation. Environ. Sci. Technol. 2017;51(19):11288–11296. doi: 10.1021/acs.est.7b03014. [DOI] [PubMed] [Google Scholar]
- Zhang J., Du F., Peng B., Lu R., Gao H., Zhou Z.. Structure, Electronic Properties, and Radical Scavenging Mechanisms of Daidzein, Genistein, Formononetin, and Biochanin A: A Density Functional Study. J. Mol. Struct.:THEOCHEM. 2010;955(1–3):1–6. doi: 10.1016/j.theochem.2010.04.036. [DOI] [Google Scholar]
- Yan Y., Wei Z., Duan X., Long M., Spinney R., Dionysiou D. D., Xiao R., Alvarez P. J. J.. Merits and Limitations of Radical vs. Nonradical Pathways in Persulfate-Based Advanced Oxidation Processes. Environ. Sci. Technol. 2023;57(33):12153–12179. doi: 10.1021/acs.est.3c05153. [DOI] [PubMed] [Google Scholar]
- Ruff F., Farkas O. ¨.. Concerted SN2Mechanism for the Hydrolysis of Acid Chlorides: Comparisons of Reactivities Calculated by the Density Functional Theory with Experimental Data. J. Phys. Org. Chem. 2011;24(6):480–491. doi: 10.1002/poc.1790. [DOI] [Google Scholar]
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