Skip to main content
Springer Nature - PMC COVID-19 Collection logoLink to Springer Nature - PMC COVID-19 Collection
. 2022 Mar 2;65(6):1601–1614. doi: 10.1007/s40843-022-1968-5

Single-atom sites on perovskite chips for record-high sensitivity and quantification in SERS

钙钛矿上单原子位点实现高灵敏定量化表面拉曼增强

Ran Feng 1,#, Qing Miao 2,#, Xiang Zhang 3,#, Peixin Cui 4,#, Cong Wang 1,, Yibo Feng 1, Liyong Gan 3, Jiaxing Fu 6, Shibo Wang 7, Ziyi Dai 8, Liming Hu 5, Yunjing Luo 5, Weihai Sun 7, Xiaoxian Zhang 2, Jiawen Xiao 1, Jinbo Wu 6, Bingpu Zhou 8, Mingqiang Zou 9, Dawei He 2, Xiaoyuan Zhou 3, Xiaodong Han 1,
PMCID: PMC8902489  PMID: 35281622

Abstract

Surface enhanced Raman scattering (SERS) is a rapid and nondestructive technique that is capable of detecting and identifying chemical or biological compounds. Sensitive SERS quantification is vital for practical applications, particularly for portable detection of biomolecules such as amino acids and nucleotides. However, few approaches can achieve sensitive and quantitative Raman detection of these most fundamental components in biology. Herein, a noble-metal-free single-atom site on a chip strategy was applied to modify single tungsten atom oxide on a lead halide perovskite, which provides sensitive SERS quantification for various analytes, including rhodamine, tyrosine and cytosine. The single-atom site on a chip can enable quantitative linear SERS responses of rhodamine (10−6−1 mmol L−1), tyrosine (0.06–1 mmol L−1) and cytosine (0.2–45 mmol L−1), respectively, which all achieve record-high enhancement factors among plasmonic-free semiconductors. The experimental test and theoretical simulation both reveal that the enhanced mechanism can be ascribed to the controllable single-atom site, which can not only trap photoinduced electrons from the perovskite substrate but also enhance the highly efficient and quantitative charge transfer to analytes. Furthermore, the label-free strategy of single-atom sites on a chip can be applied in a portable Raman platform to obtain a sensitivity similar to that on a benchtop instrument, which can be readily extended to various biomolecules for low-cost, widely demanded and more precise point-of-care testing or in-vitro detection.

Electronic Supplementary Material

Supplementary material is available for this article at 10.1007/s40843-022-1968-5 and is accessible for authorized users.

Keywords: SERS, single-atom site, point-of-care testing, in-vitro diagnosis, charge-transfer mechanism, lead halide perovskite

Acknowledgements

This work was supported by the Natural Science Foundation of Beijing Municipality (Z180014). We thank Dr. Chen Qian and Dr. Yingying Wang for providing measurement support, and we also thank Taifeng Lin, Prof. Yiyang Sun and Prof. Shengbai Zhang for discussions.

Supporting Information

40843_2022_1968_MOESM1_ESM.pdf (2MB, pdf)

Single-atom sites on perovskite chips for record-high sensitivity and quantification in SERS

Author contributions Feng R designed and performed the experiments; Miao Q analyzed TAS data; Zhang X calculated the electronic structure; Cui P analyzed the XANES data; Wang C wrote the paper; Han X discussed partial experimental data. All authors contributed to the general discussion.

Conflict of interest The authors declare that they have no conflict of interest.

Footnotes

Supplementary information Experimental details and supporting data are available in the online version of the paper.

Ran Feng received his BSc degree in 2020 from Nanjing Normal University, China. He is currently an MSc candidate in physics under the supervision of Prof. Cong Wang at Beijing Key Laboratory of Microstructure and Properties of Solids, Beijing University of Technology. His research centers on developing the single-site decorated SERS substrate for ultrasensitive molecule detection.

Qing Miao received his BSc degree in engineering from Baicheng Normal University in 2014 and MSc degree in physics from North China Electric Power University in 2017. He is currently pursuing his PhD degree in optical engineering under the supervision of Prof. Dawei He at Beijing Jiaotong University. His research focuses on ultrafast laser spectroscopy of nanoscale materials, such as photocarrier dynamics, charge transfer, and its potential applications in optoelectronics and photonics.

Xiang Zhang received his BSc degree in 2020 from Sichuan University of Science & Engineering. Then, he joined the Institute of Structure & Function, Chongqing University as a master student. His research centers on Schottky barrier heights in two-dimensional field-effect transistors.

Peixin Cui received his PhD degree from the University of Science and Technology of China in 2013, followed by working as a postdoc at the same university. He joined the Institute of Soil Science, Chinese Academy of Sciences in 2016. His research focuses on the study of local structures of nano and single-atom materials by synchrotron radiation techniques.

Cong Wang received his BSc degree in 2009 and MSc degree in 2012 from the University of Science and Technology Beijing, respectively. In 2015, he received his PhD degree from Hong Kong University of Science and Technology. Then, he joined Beijing University of Technology and became an associate professor in 2016. His research interests focus on the single-atom sites rational design and synthesis, single-sites catalysis, and single-sites SERS in energy, environment and biology.

Xiaodong Han received his BSc degree in 1989 and MSc degree in 1992 from Harbin Institute of Technology. In 1996, he received his PhD degree from Dalian University of Technology. Then, he joined City University of Hong Kong and the University of Pittsburgh as postdoc. In 2001, he joined HKL Technology (Oxford Instruments Group), and in 2004, he joined Beijing University of Technology. His research interests focus on in-situ transmission electron microscopy, and physical and chemical properties of materials in catalytic, optical, and mechanical communities.

The authors contributed equally to this work.

Contributor Information

Cong Wang, Email: smartswang@bjut.edu.cn.

Xiaodong Han, Email: xdhan@bjut.edu.cn.

References

  • 1.Cardinal MF, Vander Ende E, Hackler RA, et al. Expanding applications of SERS through versatile nanomaterials engineering. Chem Soc Rev. 2017;46:3886–3903. doi: 10.1039/C7CS00207F. [DOI] [PubMed] [Google Scholar]
  • 2.Garcia-Rico E, Alvarez-Puebla RA, Guerrini L. Direct surface-enhanced Raman scattering (SERS) spectroscopy of nucleic acids: From fundamental studies to real-life applications. Chem Soc Rev. 2018;47:4909–4923. doi: 10.1039/C7CS00809K. [DOI] [PubMed] [Google Scholar]
  • 3.Bell SEJ, Charron G, Cortés E, et al. Towards reliable and quantitative surface-enhanced Raman scattering (SERS): From key parameters to good analytical practice. Angew Chem Int Ed. 2020;59:5454–5462. doi: 10.1002/anie.201908154. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 4.Wang X, Huang SC, Hu S, et al. Fundamental understanding and applications of plasmon-enhanced Raman spectroscopy. Nat Rev Phys. 2020;2:253–271. doi: 10.1038/s42254-020-0171-y. [DOI] [Google Scholar]
  • 5.Langer J, Jimenez de Aberasturi D, Aizpurua J, et al. Present and future of surface-enhanced Raman scattering. ACS Nano. 2020;14:28–117. doi: 10.1021/acsnano.9b04224. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 6.Li D, Yao D, Li C, et al. Nanosol SERS quantitative analytical method: A review. TrAC Trends Anal Chem. 2020;127:115885. doi: 10.1016/j.trac.2020.115885. [DOI] [Google Scholar]
  • 7.Jin Y, Xie Y, Wu K, et al. Probing the dynamic interaction between damaged DNA and a cellular responsive protein using a piezoelectric mass biosensor. ACS Appl Mater Interfaces. 2017;9:8490–8497. doi: 10.1021/acsami.6b15077. [DOI] [PubMed] [Google Scholar]
  • 8.Perales-Rondon JV, Colina A, González MC, et al. Roughened silver microtubes for reproducible and quantitative SERS using a templateassisted electrosynthesis approach. Appl Mater Today. 2020;20:100710. doi: 10.1016/j.apmt.2020.100710. [DOI] [Google Scholar]
  • 9.Pilot R. SERS detection of food contaminants by means of portable Raman instruments. J Raman Spectrosc. 2018;49:954–981. doi: 10.1002/jrs.5400. [DOI] [Google Scholar]
  • 10.Huang JA, Mousavi MZ, Giovannini G, et al. Multiplexed discrimination of single amino acid residues in polypeptides in a single SERS hot spot. Angew Chem Int Ed. 2020;59:11423–11431. doi: 10.1002/anie.202000489. [DOI] [PubMed] [Google Scholar]
  • 11.Kim M, Ko SM, Lee C, et al. Hierarchic interfacial nanocube assembly for sensitive, selective, and quantitative DNA detection with surface-enhanced Raman scattering. Anal Chem. 2019;91:10467–10476. doi: 10.1021/acs.analchem.9b01272. [DOI] [PubMed] [Google Scholar]
  • 12.Yan W, Yang L, Chen J, et al. In situ two-step photoreduced SERS materials for on-chip single-molecule spectroscopy with high re-producibility. Adv Mater. 2017;29:1702893. doi: 10.1002/adma.201702893. [DOI] [PubMed] [Google Scholar]
  • 13.Chen G, Dai Z, Ji B, et al. Dynamic enrichment of plasmonic hot-spots and analytes on superhydrophobic and magnetically functionalized platform for surface-enhanced Raman scattering. Sens Actuat B-Chem. 2020;319:128297. doi: 10.1016/j.snb.2020.128297. [DOI] [Google Scholar]
  • 14.Wu Y, Bennett D, Tilley RD, et al. How nanoparticles transform single molecule measurements into quantitative sensors. Adv Mater. 2020;32:1904339. doi: 10.1002/adma.201904339. [DOI] [PubMed] [Google Scholar]
  • 15.Li JF, Zhang YJ, Ding SY, et al. Core-shell nanoparticle-enhanced Raman spectroscopy. Chem Rev. 2017;117:5002–5069. doi: 10.1021/acs.chemrev.6b00596. [DOI] [PubMed] [Google Scholar]
  • 16.Xu D, Teng F, Wang Z, et al. Droplet-confined electroless deposition of silver nanoparticles on ordered superhydrophobic structures for high uniform SERS measurements. ACS Appl Mater Interfaces. 2017;9:21548–21553. doi: 10.1021/acsami.7b04240. [DOI] [PubMed] [Google Scholar]
  • 17.Kim N, Thomas MR, Bergholt MS, et al. Surface enhanced Raman scattering artificial nose for high dimensionality fingerprinting. Nat Commun. 2020;11:207. doi: 10.1038/s41467-019-13615-2. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Lee HK, Lee YH, Koh CSL, et al. Designing surface-enhanced Raman scattering (SERS) platforms beyond hotspot engineering: Emerging opportunities in analyte manipulations and hybrid materials. Chem Soc Rev. 2019;48:731–756. doi: 10.1039/C7CS00786H. [DOI] [PubMed] [Google Scholar]
  • 19.Yang L, Peng Y, Yang Y, et al. A novel ultra-sensitive semiconductor SERS substrate boosted by the coupled resonance effect. Adv Sci. 2019;6:1900310. doi: 10.1002/advs.201900310. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 20.Cong S, Yuan Y, Chen Z, et al. Noble metal-comparable SERS enhancement from semiconducting metal oxides by making oxygen vacancies. Nat Commun. 2015;6:7800. doi: 10.1038/ncomms8800. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 21.Shan Y, Zheng Z, Liu J, et al. Niobium pentoxide: A promising surface-enhanced Raman scattering active semiconductor substrate. npj Comput Mater. 2017;3:11. doi: 10.1038/s41524-017-0008-0. [DOI] [Google Scholar]
  • 22.Guan H, Yi W, Li T, et al. Low temperature synthesis of plasmonic molybdenum nitride nanosheets for surface enhanced Raman scattering. Nat Commun. 2020;11:3889. doi: 10.1038/s41467-020-17628-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Wang X, Shi W, Wang S, et al. Two-dimensional amorphous TiO2 nanosheets enabling high-efficiency photoinduced charge transfer for excellent SERS activity. J Am Chem Soc. 2019;141:5856–5862. doi: 10.1021/jacs.9b00029. [DOI] [PubMed] [Google Scholar]
  • 24.Ye Y, Yi W, Liu W, et al. Remarkable surface-enhanced Raman scattering of highly crystalline monolayer Ti3C2 nanosheets. Sci China Mater. 2020;63:794–805. doi: 10.1007/s40843-020-1283-8. [DOI] [Google Scholar]
  • 25.Yilmaz M, Babur E, Ozdemir M, et al. Nanostructured organic semiconductor films for molecular detection with surface-enhanced Raman spectroscopy. Nat Mater. 2017;16:918–924. doi: 10.1038/nmat4957. [DOI] [PubMed] [Google Scholar]
  • 26.Zheng Z, Cong S, Gong W, et al. Semiconductor SERS enhancement enabled by oxygen incorporation. Nat Commun. 2017;8:1993. doi: 10.1038/s41467-017-02166-z. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 27.Song G, Gong W, Cong S, et al. Ultrathin two-dimensional nanostructures: Surface defects for morphology-driven enhanced semiconductor SERS. Angew Chem Int Ed. 2021;60:5505–5511. doi: 10.1002/anie.202015306. [DOI] [PubMed] [Google Scholar]
  • 28.Huang C, Li A, Chen X, et al. Understanding the role of metal-organic frameworks in surface-enhanced Raman scattering application. Small. 2020;16:2004802. doi: 10.1002/smll.202004802. [DOI] [PubMed] [Google Scholar]
  • 29.Sun H, Cong S, Zheng Z, et al. Metal-organic frameworks as surface enhanced Raman scattering substrates with high tailorability. J Am Chem Soc. 2019;141:870–878. doi: 10.1021/jacs.8b09414. [DOI] [PubMed] [Google Scholar]
  • 30.Lin J, Yu J, Akakuru OU, et al. Low temperature-boosted high efficiency photo-induced charge transfer for remarkable SERS activity of ZnO nanosheets. Chem Sci. 2020;11:9414–9420. doi: 10.1039/D0SC02712J. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Lin J, Hao W, Shang Y, et al. Direct experimental observation of facet-dependent SERS of Cu2O polyhedra. Small. 2018;14:1703274. doi: 10.1002/smll.201703274. [DOI] [PubMed] [Google Scholar]
  • 32.Liu H, Yang Z, Meng L, et al. Three-dimensional and time-ordered surface-enhanced Raman scattering hotspot matrix. J Am Chem Soc. 2014;136:5332–5341. doi: 10.1021/ja501951v. [DOI] [PubMed] [Google Scholar]
  • 33.Wang X, Guo L. SERS activity of semiconductors: Crystalline and amorphous nanomaterials. Angew Chem Int Ed. 2020;59:4231–4239. doi: 10.1002/anie.201913375. [DOI] [PubMed] [Google Scholar]
  • 34.Sun J, Hu H, Zheng D, et al. Light-emitting plexciton: Exploiting plasmon-exciton interaction in the intermediate coupling regime. ACS Nano. 2018;12:10393–10402. doi: 10.1021/acsnano.8b05880. [DOI] [PubMed] [Google Scholar]
  • 35.Yang S, Yao J, Quan Y, et al. Monitoring the charge-transfer process in a Nd-doped semiconductor based on photoluminescence and SERS technology. Light Sci Appl. 2020;9:117. doi: 10.1038/s41377-020-00361-0. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 36.Feng E, Zheng T, He X, et al. A novel ternary heterostructure with dramatic SERS activity for evaluation of PD-L1 expression at the single-cell level. Sci Adv. 2018;4:eaau3494. doi: 10.1126/sciadv.aau3494. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Liu P, Zhao Y, Qin R, et al. Photochemical route for synthesizing atomically dispersed palladium catalysts. Science. 2016;352:797–800. doi: 10.1126/science.aaf5251. [DOI] [PubMed] [Google Scholar]
  • 38.Wang J, Li Z, Wu Y, et al. Fabrication of single-atom catalysts with precise structure and high metal loading. Adv Mater. 2018;30:1801649. doi: 10.1002/adma.201801649. [DOI] [PubMed] [Google Scholar]
  • 39.Yang J, Li W, Wang D, et al. Electronic metal-support interaction of single-atom catalysts and applications in electrocatalysis. Adv Mater. 2020;32:2003300. doi: 10.1002/adma.202003300. [DOI] [PubMed] [Google Scholar]
  • 40.Wang C, Li A, Li C, et al. Ultrahigh photocatalytic rate at a single-metal-atom-oxide. Adv Mater. 2019;31:1903491. doi: 10.1002/adma.201903491. [DOI] [PubMed] [Google Scholar]
  • 41.Hsu HC, Huang BC, Chin SC, et al. Photodriven dipole reordering: Key to carrier separation in metalorganic halide perovskites. ACS Nano. 2019;13:4402–4409. doi: 10.1021/acsnano.8b09645. [DOI] [PubMed] [Google Scholar]
  • 42.Caicedo-Dávila S, Gunder R, Márquez JA, et al. Effects of postdeposition annealing on the luminescence of mixed-phase CsPb2Br5/CsPbBr3 thin films. J Phys Chem C. 2020;124:19514–19521. doi: 10.1021/acs.jpcc.0c06955. [DOI] [Google Scholar]
  • 43.Su X, Ma H, Wang H, et al. Surface-enhanced Raman scattering on organic-inorganic hybrid perovskites. Chem Commun. 2018;54:2134–2137. doi: 10.1039/C8CC00339D. [DOI] [PubMed] [Google Scholar]
  • 44.Hewitt RW, Winograd N. Investigation of the oxidation of polycrystalline lead by XPS and SIMS. Surf Sci. 1978;78:1–14. doi: 10.1016/0039-6028(78)90205-4. [DOI] [Google Scholar]
  • 45.Le Ru EC, Etchegoin PG. Single-molecule surface-enhanced Raman spectroscopy. Annu Rev Phys Chem. 2012;63:65–87. doi: 10.1146/annurev-physchem-032511-143757. [DOI] [PubMed] [Google Scholar]
  • 46.Cook C, Farber-Eger E, Wang T, et al. Prevalence of clinically apparent hypertrophic cardiomyopathy in 32 patients with the gla a143t mutation: Implications for genetic screening for fabry disease in patients with hypertrophic cardiomyopathy. J Am College Cardiol. 2015;65:A953. doi: 10.1016/S0735-1097(15)60953-6. [DOI] [Google Scholar]
  • 47.Kim JY, Lee JW, Jung HS, et al. High-efficiency perovskite solar cells. Chem Rev. 2020;120:7867–7918. doi: 10.1021/acs.chemrev.0c00107. [DOI] [PubMed] [Google Scholar]
  • 48.Li Y, Xu M, Xia Y, et al. Multilayer assembly of electrospun/electrosprayed PVDF-based nanofibers and beads with enhanced piezoelectricity and high sensitivity. Chem Eng J. 2020;388:124205. doi: 10.1016/j.cej.2020.124205. [DOI] [Google Scholar]
  • 49.Osticioli I, Mencaglia AA, Siano S. Temperature-controlled portable Raman spectroscopy of photothermally sensitive pigments. Sens Actuat B-Chem. 2017;238:772–778. doi: 10.1016/j.snb.2016.07.104. [DOI] [Google Scholar]
  • 50.Yu Z, Yu W, Xing J, et al. Charge transfer effects on resonance-enhanced Raman scattering for molecules adsorbed on single-crystalline perovskite. ACS Photonics. 2018;5:1619–1627. doi: 10.1021/acsphotonics.8b00152. [DOI] [Google Scholar]
  • 51.Cañamares MV, Lombardi JR. Raman, SERS, and DFT of mauve dye: Adsorption on Ag nanoparticles. J Phys Chem C. 2015;119:14297–14303. doi: 10.1021/acs.jpcc.5b02619. [DOI] [Google Scholar]
  • 52.Granold M, Hajieva P, Tosa MI, et al. Modern diversification of the amino acid repertoire driven by oxygen. Proc Natl Acad Sci USA. 2018;115:41–46. doi: 10.1073/pnas.1717100115. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 53.Yang L, Jiang X, Ruan W, et al. Observation of enhanced Raman scattering for molecules adsorbed on TiO2 nanoparticles: Chargetransfer contribution. J Phys Chem C. 2008;112:20095–20098. doi: 10.1021/jp8074145. [DOI] [Google Scholar]
  • 54.Saunders SR, Eden MR, Roberts CB. Modeling the precipitation of polydisperse nanoparticles using a total interaction energy model. J Phys Chem C. 2011;115:4603–4610. doi: 10.1021/jp200116a. [DOI] [Google Scholar]
  • 55.Demirel G, Gieseking RLM, Ozdemir R, et al. Molecular engineering of organic semiconductors enables noble metal-comparable SERS enhancement and sensitivity. Nat Commun. 2019;10:5502. doi: 10.1038/s41467-019-13505-7. [DOI] [PMC free article] [PubMed] [Google Scholar]

Articles from Science China Materials are provided here courtesy of Nature Publishing Group

RESOURCES