Single and dual atom catalysts for nitrate reduction from metal tuning to performance descriptors

Nadia Tahir , Pengcheng Guo , Tazeen Fatima , Muhammad Altaf Nazir , Khansa Pervaiz , Shabana Shaheen , Ghulam Murtaza , Tayyaba Najam , Xingke Cai , Syed Shoaib Ahmad Shah

Chemical Synthesis ›› 2026, Vol. 6 ›› Issue (4) : 62

PDF
Chemical Synthesis ›› 2026, Vol. 6 ›› Issue (4) :62 DOI: 10.20517/cs.2026.06
Review
Single and dual atom catalysts for nitrate reduction from metal tuning to performance descriptors
Author information +
History +
PDF

Abstract

Ammonia is a leading chemical in the agriculture, industry, and energy sectors, whereas nitrates are undesirable pollutants with harmful effects on the environment. Nitrate reduction to ammonia offers an efficient and sustainable route to produce green ammonia from waste nitrates. In this context, single- and dual-atom catalysts are considered the most promising owing to their maximum atomic utilization, highly tunable electronic structure, and well-defined active sites. This review focuses on the mechanism of nitrate reduction on single- and dual-atom catalysts, critically discussing the choice of metal, the engineering of coordination environment, and the effects of heteroatom doping. It also elaborates key performance descriptors and relates them to catalyst structure; the influence of operating parameters is also shown to be critical in determining catalytic activity and selectivity. The review further discusses how density functional theory and computational studies aid in the design and understanding of the operation of such catalysts. Finally, challenges and future research directions are elaborated to set a roadmap for researchers in the field.

Keywords

Single atom catalysts / dual atom catalysts / nitrate electroreduction / ammonia production

Cite this article

Download citation ▾
Nadia Tahir, Pengcheng Guo, Tazeen Fatima, Muhammad Altaf Nazir, Khansa Pervaiz, Shabana Shaheen, Ghulam Murtaza, Tayyaba Najam, Xingke Cai, Syed Shoaib Ahmad Shah. Single and dual atom catalysts for nitrate reduction from metal tuning to performance descriptors. Chemical Synthesis, 2026, 6 (4) : 62 DOI:10.20517/cs.2026.06

登录浏览全文

4963

注册一个新账户 忘记密码

References

[1]

Wang J,Jin Z.Simultaneous removal of phosphate and ammonium nitrogen from agricultural runoff by amending soil in lakeside zone of Karst area, Southern China.Agric Ecosyst Environ2020;289:106745

[2]

Herbinet O,Grinberg Dana A.On the use of ammonia as a fuel - a perspective.Fuel Commun2022;11:100064

[3]

Sun S,Zhao D.Ammonia as hydrogen carrier: advances in ammonia decomposition catalysts for promising hydrogen production.Renew Sustain Energy Rev2022;169:112918

[4]

Shen H,Masa J.Electrochemical ammonia synthesis: mechanistic understanding and catalyst design.Chem2021;7:1708-54

[5]

Bijay-Singh; Craswell, E. Fertilizers and nitrate pollution of surface and ground water: an increasingly pervasive global problem.SN Appl Sci2021;3:518

[6]

Yao Y,Zhao S.Highly efficient bifunctional NiFe-MOF array electrode for nitrate reduction to ammonia and oxygen evolution reactions.ACS Sustain Chem Eng2025;13:1245-52

[7]

Zou Y,Xue Q.MOF-on-MOF heterostructured electrocatalysts for efficient nitrate reduction to ammonia.Angew Chem Int Ed Engl2024;63:e202409799

[8]

Meng X,Ma Y.Recent progress in cobalt‐based electrocatalysts for efficient electrochemical nitrate reduction reaction.Adv Funct Mater2025;35:2418492

[9]

Zhou J,Hu G.Recent progress and perspectives on transition metal-based electrocatalysts for efficient nitrate reduction.Energy Fuels2024;38:6701-22

[10]

Wei X,Fu X.Oxygen vacancies‐rich metal oxide for electrocatalytic nitrogen cycle.Adv Energy Mater2024;14:2303027

[11]

Wu Q,Ma D,Wang Z.Screening of transition metal oxides for electrocatalytic nitrate reduction to ammonia at large currents.Nano Res2024;17:3902-10

[12]

Fan Y,Butler C.Highly efficient metal-free nitrate reduction enabled by electrified membrane filtration.Nat Water2024;2:684-96

[13]

Ahmad MS.Water-stable MOFs and composites: a greener and sustainable approach for enhanced reactivity towards the electrochemical nitrate reduction reaction.J Mater Chem A2025;13:16309-29

[14]

Liu L.Advancements in single atom catalysts for electrocatalytic nitrate reduction reaction.ChemCatChem2024;16:e202301641

[15]

Lv L,Zhou M.High-throughput screening for efficient dual-atom catalysts in electrocatalytic nitrate reduction to ammonia via dissociation–association mechanism.J Mater Chem A2024;12:6733-46

[16]

Shan J,Jiang Y,Zheng Y.Metal-metal interactions in correlated single-atom catalysts.Sci Adv2022;8:eabo0762 PMCID:PMC9054016

[17]

Zhang Z,Wu D.Coordination structure at work: atomically dispersed heterogeneous catalysts.Coord Chem Rev2022;460:214469

[18]

Liang X,Li Z.Challenge and chance of single atom catalysis: the development and application of the single atom site catalysts toolbox.Acc Chem Res2025;58:1607-19

[19]

Najam T,Yin H.Second-shell modulation on porphyrin-like Pt single atom catalysts for boosting oxygen reduction reaction.Chem Sci2024;15:18513-23 PMCID:PMC11485142

[20]

Yuan Z,Tong J.Explosive advances of metal-organic frameworks-derived single atom catalysts modified by metal species in diverse sizes for electrocatalysis: synthesis, collaboration, and mechanism.Coord Chem Rev2026;548:217167

[21]

Shah SSA,Nazir MA.Synergistic Ni single-atom–nanoparticle interfaces for poison-resistant CO2 electroreduction.Chem Eng J2026;527:172062

[22]

Roy S.Heptazine-based g-C3N4-supported efficient single atom electrocatalysts for HER/OER/ORR: a first-principles study.Int J Hydrogen Energy2026;198:152680

[23]

Yan C,Ye J,Deng Q.Metal-free bifunctional catalysis on carbon-doped o-B2N2: site-dependent activity for ORR and OER.Int J Hydrogen Energy2026;198:152601

[24]

Li X,He J.Asymmetric Fe single atom on BN for boosted nitrate electroreduction to ammonia.J Mater Chem A2026;14:2825-34

[25]

Wu X,Tang B.CeOx-integrated dual site enhanced urea electrosynthesis from nitrate and carbon dioxide.Nat Commun2025;16:8785 PMCID:PMC12491563

[26]

Zhou P,Zhou T.Advancements in dual-atom-site catalysts for electrocatalysis.Nano Res2026;19:94907996

[27]

Lin B.Engineering isolated and paired active metal sites on MOFs for photocatalytic CO2 reduction.Coord Chem Rev2026;549:217329

[28]

Li Q,Wu J.Recent advances in dual‐atom catalysts for energy catalysis.Rare Met2025;44:841-67

[29]

Zhang M,Dong J,Zhu Y.Unveiling the mystery of precision catalysis: dual-atom catalysts stealing the spotlight.Small2025;21:e2409560

[30]

Sun J,Zhang S.A dual-atom La2 catalyst for the oxygen reduction reaction.Angew Chem Int Ed Engl2025;64:e202509063

[31]

Yan L,Li Y.Sublimation transformation synthesis of dual-atom Fe catalysts for efficient oxygen reduction reaction.Angew Chem Int Ed Engl2025;64:e202413179

[32]

Subhadarshini S.Single atom catalyst for nitrate-to-ammonia electrochemistry.Small2025;21:e2403515 PMCID:PMC12271991

[33]

Yin S.Single-atom catalysts for electrochemical nitrate reduction to ammonia: rational design, mechanistic insights, and system perspectives.Catalysts2025;15:1084

[34]

Zhao D,Wang H,Zhang W.Electrocatalytic nitrate reduction to ammonia over single-atom catalysts: focus on support materials.Sep Purif Technol2025;377:134420

[35]

Yang Y,Li W.Recent advances in single-atom catalysts for electrochemical nitrate reduction to ammonia.J Environ Chem Eng2025;13:115144

[36]

Cao Y,Meng L.Recent advances in electrocatalytic nitrate reduction to ammonia: mechanism insight and catalyst design.ACS Sustain Chem Eng2023;11:7965-85

[37]

Xiang T,Zeng Y.Transition metal single-atom catalysts for the electrocatalytic nitrate reduction: mechanism, synthesis, characterization, application, and prospects.Small2023;19:e2303732

[38]

Niu H,Wang X,Shao C.Theoretical insights into the mechanism of selective nitrate‐to‐ammonia electroreduction on single‐atom catalysts.Adv Funct Mater2021;31:2008533

[39]

Cheng X,Li Y.Unveiling structural evolution of Fe single atom catalyst in nitrate reduction for enhanced electrocatalytic ammonia synthesis.Nano Res2024;17:6826-32

[40]

Wu ZY,Yong X.Electrochemical ammonia synthesis via nitrate reduction on Fe single atom catalyst.Nat Commun2021;12:2870 PMCID:PMC8128876

[41]

Zhang X,Huang ZF.Regulating intermediate adsorption and H2O dissociation on a diatomic catalyst to promote electrocatalytic nitrate reduction to ammonia.Energy Environ Sci2024;17:6717-27

[42]

Yin S.Progress and challenges in the electrocatalytic reduction of nitrate to ammonia.Molecules2025;30:3910 PMCID:PMC12525818

[43]

Zhong W,Chen P.Balancing hydrogen evolution and hydrogenation reaction via facet engineering for efficient conversion of nitrate to ammonia in actual wastewater.Angew Chem Int Ed Engl2025;64:e202503117

[44]

Qiu L,Liu S.Subnanometric Pt cluster induced hydrogenation of nitrogen-intermediate species for ammonia electrosynthesis on bimetallic Pt/Cu catalyst.Appl Catal B Environ Energy2026;384:126151

[45]

Zhao T,Sun Y,Cai Q.High-throughput screening of highly efficient Cu-based dual-atom catalysts to promote nitrate electroreduction for ammonia synthesis: a computational study.Mol Catal2023;541:113095

[46]

Wang Y,Li Q,Xiong F.Theoretical prediction of efficient Cu-based dual-atom alloy catalysts for electrocatalytic nitrate reduction to ammonia via high-throughput first-principles calculations.J Mater Chem A2025;13:3765-76

[47]

Chen H,Shi R.Coupled Pdδ--Cuδ+ dipole for enhanced aqueous nitrate valorization at ultralow potentials.ACS Nano2025;19:31677-89

[48]

Wan J,Yang J.Synergy between Fe and Mo single atom catalysts for ammonia electrosynthesis.Appl Catal B Environ Energy2024;347:123816

[49]

Xiao H,Hua W.Atomically dispersed dual frustrated Lewis pairs for efficient relay conversion of nitrate into ammonia.Appl Catal B Environ Energy2025;377:125501

[50]

Xu H,Li P.Gradient adsorption energy strategy unlocks ultra-long stability and efficient electrocatalytic ammonia synthesis from nitrate over CoP/Cu3P.Angew Chem Int Ed Engl2026;65:e22410

[51]

Zhang S,Zheng M.Fe/Cu diatomic catalysts for electrochemical nitrate reduction to ammonia.Nat Commun2023;14:3634 PMCID:PMC10279643

[52]

Liu K,Peng X.Tailoring asymmetric RuCu dual-atom electrocatalyst toward ammonia synthesis from nitrate.Nat Commun2025;16:2167 PMCID:PMC11880338

[53]

Song J,Yang W.Nano‐single‐atom heterointerface engineering for pH‐universal electrochemical nitrate reduction to ammonia.Adv Funct Mater2024;34:2409089

[54]

Sun Y,Wang Z.Atomic-level tailoring of single-atom tungsten catalysts for optimized electrochemical nitrate-to-ammonia conversion.J Colloid Interface Sci2024;676:1023-31

[55]

Yang X,Zheng X.Enzyme‐mimetic single‐atom catalyst design for green ammonia synthesis.Adv Energy Mater2025;15:2501867

[56]

Ni J,Li F.Atomic Co–P catalytic pair drives efficient electrochemical nitrate reduction to ammonia.Adv Energy Mater2024;14:2400065

[57]

Chang G,Lv JJ,Wang ZJ.Cobalt-based electrocatalysts for sustainable nitrate conversion: structural design and mechanistic advancements.Nanomicro Lett2025;18:73 PMCID:PMC12484529

[58]

Wang S,Li L.High-throughput identification of highly active and selective single-atom catalysts for electrochemical ammonia synthesis through nitrate reduction.Nano Energy2022;100:107517

[59]

Shang S,Sun Z,Chu K.Electrocatalytic nitrite reduction to ammonia on isolated bismuth alloyed ruthenium.J Energy Chem2025;100:369-76

[60]

Zhao T,Xu X.Homonuclear dual-atom catalysts embedded on N-doped graphene for highly efficient nitrate reduction to ammonia: from theoretical prediction to experimental validation.Appl Catal B Environ2023;339:123156

[61]

Sathishkumar N.Mechanistic understanding of the electrocatalytic nitrate reduction activity of double-atom catalysts.J Phys Chem C2023;127:994-1005

[62]

Li Y,László K.High-throughput screening of high C/N-ratio homonuclear dual-atom catalysts for electrochemical reduction of nitrate to ammonia.Chin Chem Lett2026;37:111536

[63]

Pandiyan K.Design principles of biphenylene-supported dual-atom catalysts for efficient and selective nitrate reduction to ammonia.J Mater Chem A2026;14:1245-59

[64]

Wang Y,Xiao T.High-throughput screening of trimetallic dual-atom alloy catalysts for electrocatalytic nitrate reduction to ammonia.J Energy Chem2025;110:728-39

[65]

Zhang J,Jiang K.High-efficiency nitrate reduction to nitrogen using PdCu dual-atom electrocatalysts anchored on nitrogen-doped carbon.Chem Eng J2025;519:165362

[66]

Meng X,Zhao Z,Sun W.Preventing nitrite desorption via switching hydrogenation position: a dual-site approach for selective nitrate reduction to ammonia.Small2025;21:e2407216

[67]

Zhao G,He C.Theoretical study of nitrate reduction to ammonia on dual-atom doped CoP(101) catalysts.Surfaces Interfaces2025;75:107859

[68]

Wei J,Sun Z.Nitrogen‐rich MOF‐material‐derived metal dual‐atom platforms for efficient electrochemical nitrate reduction.Angew Chem Int Ed Engl2025;137:e202517259

[69]

Park J,Yodsin N,Junmon P.CO2 laser-stabilized Ni-Co dual single-atomic sites for energy generation and ammonia harvesting.Adv Mater2025;37:e2506137

[70]

Feng C,Wan J,Wang Y.Triple synergy engineering via metal-free dual-atom incorporation for self-sustaining acidic ammonia electrosynthesis.Angew Chem Int Ed Engl2025;64:e202505211

[71]

Shen F,Tang X.Breaking linear scaling relation limitations on a dual-driven single-atom copper-tungsten oxide catalyst for ammonia synthesis.Angew Chem Int Ed Engl2025;64:e202423154

[72]

Ren Y,Yang L.Single-atom Cu and Zn vacancy synergy in NiFe-LDH boosts metal-support interaction for high-efficiency nitrate-to-ammonia electroreduction.Environ Sci Technol2025;59:11414-25

[73]

Zhang Y,Ge R.The effect of coordination environment on the activity and selectivity of single-atom catalysts.Coord Chem Rev2022;461:214493

[74]

Murphy E,Matanovic I.Elucidating electrochemical nitrate and nitrite reduction over atomically-dispersed transition metal sites.Nat Commun2023;14:4554 PMCID:PMC10382506

[75]

Huang J,Liu M.Single-, double-, and triple-atom catalysts on PC6 for nitrate reduction to ammonia: a computational screening.Electrochim Acta2024;504:144915

[76]

Zhang S,Guo Y.Ammonia synthesis from nitrate reduction by the modulation of a built-in electric field and external stimuli.EES Catal2025;3:235-53

[77]

Mo Z,Liu B.Transition metal single-atom electrocatalytic reduction catalyst for nitrate to ammonia.J Electroanal Chem2024;969:118533

[78]

Sathishkumar N,Chen H.Mechanistic exploring the catalytic activity of single-atom catalysts anchored in graphitic carbon nitride toward electroreduction of nitrate-to-ammonia.Appl Surf Sci2022;598:153829

[79]

Xu L,Sun Y.Reversed intermediate conformation on heteronuclear atomic sites for promoted electrocatalytic nitrate reduction to ammonia.Appl Catal B Environ Energy2025;379:125680

[80]

Zhao X,Dong F.Boosting the selectivity and efficiency of nitrate reduction to ammonia with a single-atom Cu electrocatalyst.Chem Eng J2023;466:143314

[81]

Chen X,Kou J.Rational design of iron single-atom catalysts for electrochemical nitrate reduction to produce ammonia.Discov Chem Eng2023;3:38

[82]

Li Q,Xu B,Wang Y.Gram-scale ammonia synthesis via electrochemical nitrate reduction using enzyme-inspired dual-atomic Cu catalyst.Angew Chem Int Ed Engl2025;64:e202510139

[83]

Wan J,Yang N.Axial chlorine-induced symmetry-breaking iron single-atom catalyst for electrochemical ammonia synthesis.ACS Catal2025;15:4507-18

[84]

Xue Y,Ma Q.Electrocatalytic hydrogenation boosts reduction of nitrate to ammonia over single-atom Cu with Cu(I)-N3C1 sites.Environ Sci Technol2022;56:14797-807

[85]

Liu X,Liang Y.When electrocatalytic nitrate reduction meets copper-based atomic site catalysts.J Mater Chem A2024;12:26367-89

[86]

Lian Z,Yang J.Spatial decoupling of adsorption and transformation sites on Ag-Cu dual-single-atom catalysts for highly selective photocatalytic nitrate-to-ammonia reduction.Angew Chem Int Ed Engl2026;65:e202516964

[87]

Yin Y,Shang H,Chen W.Lateral coordination sulfur-modified charge asymmetry Cu-Ru diatomic catalyst for efficient and stable electrochemical nitrate reduction to ammonia.ACS Nano2025;19:30338-48

[88]

Qi Y,He Z.Phosphorus-doped Ti3C2Tx MXene nanosheets enabling ambient NH3 synthesis with high current densities.Chem Commun2024;60:8728-31

[89]

Cui Z,Li C,Liu J.Iodine dopants facilitate tandem catalysis via transformation adsorption behavior for efficient electrochemical nitrate reduction reaction.ACS Nano2025;19:31050-64

[90]

Cai J,Cao A.Electrocatalytic nitrate-to-ammonia conversion with ~100% Faradaic efficiency via single-atom alloying.Appl Catal B Environ2022;316:121683

[91]

Zhang M,Duan Y,Wang YQ.Boron doping induced strong anchor effect between bimetal NiCo alloy and carbon support for efficient electrocatalytic nitrate reduction to ammonia.ChemSusChem2025;18:e202401979

[92]

Zhang Y,Huang B.Heteroatom-doping-engineered spin state of single-atom Fe on MXene for electrocatalytic NO-to-NH3 conversion.Appl Surf Sci2026;720:165264

[93]

Xiong Y,Zhou J,Hao F.Electrochemical nitrate reduction: ammonia synthesis and the beyond.Adv Mater2024;36:e2304021

[94]

Chao G,Zong W.Single‐atom catalysts for electrocatalytic nitrate reduction into ammonia.Nanotechnology2024;35:432001

[95]

Xu X.Metal-organic-framework-derived dual-atom catalysts: from synthesis to electrocatalytic applications.Mater Sci Eng R Rep2025;162:100886

[96]

Zhu T,Liao P.Single-atom Cu catalysts for enhanced electrocatalytic nitrate reduction with significant alleviation of nitrite production.Small2020;16:e2004526

[97]

Zhang S,Shi T.Laser irradiation in liquid to release cobalt single-atom sites for efficient electrocatalytic N2 reduction.ACS Appl Energy Mater2020;3:6079-86

[98]

Sha Y,Zhu M.Laser synthesis of nonprecious metal-based single-atom catalysts for oxygen reduction reaction.ACS Appl Mater Interfaces2023;15:51004-12

[99]

Goyal N,Hu Y.Tailoring single-metal atom catalysts: a strategic defect engineering approach for electrochemical reduction reactions.J Mater Chem A2024;12:19685-719

[100]

Xue Z,Tian J,Zhang X.Ab initio study of a tandem PdCu catalyst supported on carbon nitride nanosheets for nitrate-to-ammonia electrochemical reduction.ACS Appl Nano Mater2025;8:1709-17

[101]

Wang J,Wei Y.Ru–B modulated electronic structure promotes electrocatalytic nitrate reduction to ammonia and zinc‐nitrate battery.Adv Funct Mater2026;36:e16068

[102]

Braga DS,Riyaz M.In situ structural evolution and activity descriptor of atomically dispersed catalysts during nitrate electroreduction.Adv Sci2025;12:e10282 PMCID:PMC12533412

[103]

Maeng J,Kwak M.Dual atom Cu–Fe ensemble sites for enhanced efficiency of green ammonia production from the tandem electrochemical nitrate reduction process.J Mater Chem A2026;14:7608-18

[104]

Zhang W,Zhou L.Fe single-atom catalysts with pre-organized coordination structure for efficient electrochemical nitrate reduction to ammonia.Appl Catal B Environ2022;317:121750

[105]

Liu D,Peng S.Recent advances in electrocatalysts for efficient nitrate reduction to ammonia.Adv Funct Mater2023;33:2303480

[106]

Xu L,Liu K.Single atom environmental catalysis: influence of supports and coordination environments.Adv Funct Mater2023;33:2304468

[107]

Li Z,Xu B,Zhu W.Electrochemically nitrate remediation by single-atom catalysts: advances, mechanisms, and prospects.Energy Mater2024;4:400046

[108]

Qian SJ,Wang YG.Controlling the selectivity of electrocatalytic NO reduction through pH and potential regulation on single-atom catalysts.J Am Chem Soc2024;146:12530-7

[109]

Nittoor-Veedu R,Langer M,Otyepka M.Periodic table exploration of MXenes for efficient electrochemical nitrate reduction to ammonia.Small2025;21:e2410105 PMCID:PMC11899535

[110]

Dong K,Li Y.Testing, quantification, in situ characterization and calculation simulation for electrocatalytic nitrate reduction.Nat Protoc2026;21:2707-62

[111]

Liu J,Duan R.Reaction-driven formation of anisotropic strains in FeTeSe nanosheets boosts low-concentration nitrate reduction to ammonia.Nat Commun2025;16:3595 PMCID:PMC12000605

[112]

Moore JM,Mu M.Selective stepwise reduction of nitrate and nitrite to dinitrogen or ammonia.J Am Chem Soc2025;147:8444-54 PMCID:PMC11912340

[113]

Chen LL,Wang Y.High-yield ammonia production from Al-nitrate battery via anodic Al&NO3- spontaneous reaction driven cathodic nitrate reduction reaction.Adv Mater2026;38:e16520

[114]

Zhong DC,Wang M.Precise synthesis of dual-atom catalysts for better understanding the enhanced catalytic performance and synergistic mechanism.Acc Chem Res2025;58:1379-91

[115]

Qiao M,Guo C.Advances in designing efficient electrocatalysts for nitrate reduction from a theoretical perspective.Chem Commun2024;60:11642-54

[116]

Hu Y,He J.Entropy-engineered middle-in synthesis of dual single-atom compounds for nitrate reduction reaction.ACS Nano2024;18:23168-80

[117]

Liang H,Qiao Z,Wang C.Machine-learning-assisted design of novel metallic 2D C3N3 supported single/double atom catalysts for nitrogen reduction reaction.Appl Surf Sci2025;689:162451

[118]

Chen X,Shi R,He T.Recent advances in data‐driven design of dual‐atom catalysts.Adv Funct Mater2026;36:e10647

[119]

Zhou X,Zhou W,Chen G.Nonprecious triple-atom catalysts with ultrahigh activity for electrochemical reduction of nitrate to ammonia: a DFT screening.ACS Appl Mater Interfaces2025;17:4854-64 PMCID:PMC11803552

[120]

Liu Y,Ding J.Progress and challenges in structural, in situ and operando characterization of single-atom catalysts by X-ray based synchrotron radiation techniques.Chem Soc Rev2024;53:11850-87

[121]

Tahir N,Nazir MA.Metal-organic frameworks: nanomachines for efficient water purification.Chin Chem Lett2026;37:112326

[122]

Cong Y,Wu Z.Self-reconstruction induced electronic metal-support interaction for modulated Cu+ sites on TiO2 nanofibers in electrocatalytic nitrate conversion.Small2024;20:e2407554

PDF

1

Accesses

0

Citation

Detail

Sections
Recommended

/

〈 〉