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Abstract
Hydroformylation has been a cornerstone of industrial organometallic catalysis, with regioselectivity being a critical aspect in this process1,2. Present industrial systems use homogeneous Rh-based catalysts with expensive and toxic phosphine-containing ligands, underscoring the need to develop alternative heterogeneous catalysts that could compete with the actual homogeneous ones3. In this direction, atomically dispersed Rh catalysts have been proposed as promising candidates for hydroformylation4,5. However, achieving high regioselectivity at high conversion is still a big challenge. Here subnanometre Rh2O3 clusters are confined inside the channels of the MFI zeolite, which under reaction conditions disrupt into isolated Rh3+ and Rh+ species. Density functional theory (DFT) investigations combined with spectroscopic and catalytic studies demonstrate that Rh3+-mediated hydroformylation is energetically plausibly similar to Rh+, with Rh3+ being intrinsically more selective for hydroformylation and less selective for double-bond isomerization than Rh+. In the coexistence of both Rh3+ and Rh+ species, we demonstrate the possibility to selectively inhibit Rh+ sites through the addition of N-containing molecules such as N-methylpyrrolidine (MP) or 1-methyl-2-pyrrolidone (NMP), which preferentially coordinate to Rh+ inside MFI zeolite channel, thereby suppressing its isomerization function while leaving Rh3+ sites catalytically accessible. This strategy results in a notable enhancement of regioselectivity, with a state-of-the-art reported highest linear to branched aldehydes (l/b) ratio of 817 with 96% undecanal selectivity at 99.8% 1-decene conversion, using NMP as additive.
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All data generated in this study are provided in the Supplementary Information and the most relevant are included in the Source Data files. All relevant data are available from the corresponding authors on request. Source data are provided with this paper.
References
Cornils, B., Herrmann, W. A. & Rasch, M. Otto Roelen, pioneer in industrial homogeneous catalysis. Angew. Chem. Int. Ed. Engl. 33, 2144–2163 (1994).
Article Google Scholar
Franke, R., Selent, D. & Börner, A. Applied hydroformylation. Chem. Rev. 112, 5675–5732 (2012).
Article PubMed CAS Google Scholar
Liu, B. et al. Heterogeneous hydroformylation of alkenes by Rh-based catalysts. Chem. 8, 2630–2658 (2022).
Article CAS Google Scholar
Ro, I. et al. Bifunctional hydroformylation on heterogeneous Rh-WOx pair site catalysts. Nature 609, 287–292 (2022).
Article ADS PubMed CAS Google Scholar
Zhang, X. et al. Regioselective hydroformylation of propene catalysed by rhodium-zeolite. Nature 629, 597–602 (2024).
Article ADS PubMed CAS Google Scholar
Zhao, R., Haller, G. L. & Lercher, J. A. Alkene adsorption and cracking on acidic zeolites – a gradual process of understanding. Microporous Mesoporous Mater. 358, 112390 (2023).
Article CAS Google Scholar
Corma, A. Heterogeneous catalysis: understanding for designing, and designing for applications. Angew. Chem. Int. Ed. 55, 6112–6113 (2016).
Article CAS Google Scholar
Zhao, M. et al. Low-temperature hydroformylation of ethylene by phosphorous stabilized Rh sites in a one-pot synthesized Rh-(O)-P-MFI zeolite. Nat. Commun. 14, 7174 (2023).
Article ADS PubMed PubMed Central CAS Google Scholar
Hülsey, M. J. et al. In situ spectroscopy-guided engineering of rhodium single-atom catalysts for CO oxidation. Nat. Commun. 10, 1330 (2019).
Article ADS PubMed PubMed Central Google Scholar
Hadjiivanov, K. I. & Vayssilov, G. N. Characterization of oxide surfaces and zeolites by carbon monoxide as an IR probe molecule. Adv. Catal. 47, 307–511 (2002).
Article CAS Google Scholar
Smith, A. K. et al. Surface-supported metal cluster carbonyls. Chemisorption decomposition and reactivity of hexadecacarbonylhexarhodium supported on alumina, silica-alumina, and magnesia. Inorg. Chem. 18, 3104–3112 (1979).
Article CAS Google Scholar
Rice, C. A., Worley, S. D., Curtis, C. W., Guin, J. A. & Tarrer, A. R. The oxidation state of dispersed Rh on Al2O3. J. Chem. Phys. 74, 6487–6497 (1981).
Article ADS CAS Google Scholar
Lefebvre, F., Gelin, P., Elleuch, B., Diab, Y. & Taarit, Y. Metal carbonyl compounds entrapped within zeolite cavities. Preparation, characterization and catalytic properties. Stud. Surf. Sci. Catal. 18, 257–272 (1984).
Article CAS Google Scholar
Trautmann, S. & Baerns, M. Infrared spectroscopic studies of CO adsorption on rhodium supported by SiO2, Al2O3, and TiO2. J. Catal. 150, 335–344 (1994).
Article CAS Google Scholar
Guerrero-Ruiz, A., Bachiller-Baeza, B., Ferreira-Aparicio, P. & Rodrı́guez-Ramos, I. Preparation, characterization, and activity for n-hexane reactions of alumina-supported rhodium-copper catalysts. J. Catal. 171, 374–382 (1997).
Article CAS Google Scholar
Shan, J., Li, M., Allard, L. F., Lee, S. & Flytzani-Stephanopoulos, M. Mild oxidation of methane to methanol or acetic acid on supported isolated rhodium catalysts. Nature 551, 605–608 (2017).
Article ADS PubMed CAS Google Scholar
Hadjiivanov, K., Ivanova, E., Dimitrov, L. & Knözinger, H. FTIR spectroscopic study of CO adsorption on Rh–ZSM-5: detection of Rh+-CO species. J. Mol. Struct. 661–662, 459–463 (2003).
Article ADS Google Scholar
Kroner, A. B. et al. Time-resolved, in situ DRIFTS/EDE/MS studies on alumina-supported rhodium catalysts: effects of ceriation and zirconiation on rhodium-CO interactions. ChemPhysChem. 15, 3049–3059 (2014).
Article PubMed PubMed Central CAS Google Scholar
Khivantsev, K. et al. Effect of Si/Al ratio and Rh precursor used on the synthesis of HY zeolite-supported rhodium carbonyl hydride complexes. J. Phys. Chem. C 119, 17166–17181 (2015).
Article CAS Google Scholar
Alam, M. G., Tshabalala, T. A. & Ojwach, S. O. Metal-catalyzed alkene functionalization reactions towards production of detergent and surfactant feedstocks. J. Surfactants Deterg. 20, 75–81 (2017).
Article CAS Google Scholar
Simonelli, L. et al. CLÆSS: the hard X-ray absorption beamline of the ALBA CELLS synchrotron. Cogent Phys. 3, 1231987 (2016).
Article Google Scholar
Ravel, B. & Newville, M. ATHENA, ARTEMIS, HEPHAESTUS: data analysis for X-ray absorption spectroscopy using IFEFFIT. J. Synchrotron Radiat. 12, 537–541 (2005).
Article PubMed CAS Google Scholar
Newville, M. EXAFS analysis using FEFF and FEFFIT. J. Synchrotron Radiat. 8, 96–100 (2001).
Article PubMed CAS Google Scholar
Rehr, J. J. & Albers, R. C. Theoretical approaches to x-ray absorption fine structure. Rev. Mod. Phys. 72, 621–654 (2000).
Article ADS CAS Google Scholar
Newville, M. Larch: an analysis package for XAFS and related spectroscopies. J. Phys. Conf. Ser. 430, 012007 (2013).
Article CAS Google Scholar
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Acknowledgements
XAS measurements were performed at the BL-22 CLÆSS beamline of the ALBA Synchrotron with the support of ALBA staff. High-resolution HAADF-STEM and iDPC characterizations were carried out at the DME-UCA node of the Spanish Singular Infrastructure for Electron Microscopy of Materials (ICTS ELECMI). We thank J. M. Salas Sánchez for assistance with infrared measurements, V. Martin-Diaconescu for support with XAS data analysis and E. Carmona for insightful discussions. In memory of our friend and colleague M. A. Miranda.
Funding
The authors thank the ‘Severo Ochoa Programme’ of ITQ (CEX-2021-001230-S). P.C. is grateful for the financial support from the Ministerio de Ciencia, Innovación y Universidades (PID2021-1262350B-C31), the Generalitat Valenciana (CIAICO/2021/2138) and the Advanced Materials programme supported by MCIN/EU Next Generation EU (PRTR-C17.11; TED2021-130756B-C32) and Generalitat Valenciana (MFA/2022/016). M.Z. acknowledges the China Scholarship Council (CSC) for a PhD fellowship (CSC no. 202006440003). M.L.H. and J.J.C. acknowledge support from projects PID2023-150437OB-I00 and PID2022-142312NB-I00 financed by MICIU/AEI/10.13030/501100011033, MCIN/AEI/10.13039/501100011033 and ERDF (‘A way of making Europe’), as well as the Programa Operativo FEDER Andalucía 2021-2027 and the Consejería de Universidad, Investigación e Innovación, Junta de Andalucía (projects FEDER– UCA-2024-A2-26 and DGP-PIDI-2024-00685).
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Zhao, M., Millán, R., Skorynina, A. et al. Rh3+ stabilized in KRh@MFI catalyses regioselective hydroformylation. Nature (2026). https://doi.org/10.1038/s41586-026-11136-9
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DOI: https://doi.org/10.1038/s41586-026-11136-9