Please wait a minute...
Frontiers of Materials Science

ISSN 2095-025X

ISSN 2095-0268(Online)

CN 11-5985/TB

邮发代号 80-974

2019 Impact Factor: 1.747

Frontiers of Materials Science  2021, Vol. 15 Issue (4): 477-493   https://doi.org/10.1007/s11706-021-0571-7
  本期目录
Bibliometric landscape of the researches on protein corona of nanoparticles
Zhengwei HUANG1, Fangqin FU1, Linjing WU1, Wenhao WANG2, Wenhua WANG2, Chaonan SHI1, Ying HUANG1(), Xin PAN2(), Chuanbin WU1
1. College of Pharmacy, Jinan University, Guangzhou 510006, China
2. School of Pharmaceutical Sciences, Sun Yat-sen University, Guangzhou 510006, China
 全文: PDF(3637 KB)   HTML
Abstract

Unclear biological fate hampers the clinical translation of nanoparticles for biomedical uses. In recent years, it is documented that the formation of protein corona upon nanoparticles is a critical factor leading to the ambiguous biological fate. Efforts have been made to explore the protein corona forming behaviors on nanoparticles, and rearrangement of the relevant studies will help to understand the current trend of such a topic. In this work, the publications about protein corona of nanoparticles in Science Citation Index Expanded database of Web of Science from 2007 to 2020 (1417 in total) were analyzed in detail, and the bibliometrics landscape of them was showcased. The basic bibliometrics characteristics were summarized to provide an overall understanding. Citation analysis was performed to scrutinize the peer interests of these papers. The research hotspots in the field were evaluated, based on which some feasible topics for future studies were proposed. In general, the results demonstrated that protein corona of nanoparticles was a prospective research area, and had attracted global research interests. It was believed that this work could comprehensively highlight the bibliometrics landscape, inspire further exploitation on protein corona of nanoparticles, and ultimately promote the clinical translation of nanoparticles.

Key wordsprotein corona    nanoparticle    bibliometrics    Web of Science
收稿日期: 2021-08-05      出版日期: 2021-12-28
Corresponding Author(s): Ying HUANG,Xin PAN   
 引用本文:   
. [J]. Frontiers of Materials Science, 2021, 15(4): 477-493.
Zhengwei HUANG, Fangqin FU, Linjing WU, Wenhao WANG, Wenhua WANG, Chaonan SHI, Ying HUANG, Xin PAN, Chuanbin WU. Bibliometric landscape of the researches on protein corona of nanoparticles. Front. Mater. Sci., 2021, 15(4): 477-493.
 链接本文:  
https://academic.hep.com.cn/foms/CN/10.1007/s11706-021-0571-7
https://academic.hep.com.cn/foms/CN/Y2021/V15/I4/477
Fig.1  
Fig.2  
Fig.3  
Fig.4  
Fig.5  
Fig.6  
No. First author Periodical Title Main contribution Year Ref.
1 T. Cedervall Proceedings of the National Academy of Sciences of the United States of America Understanding the nanoparticle-protein corona using methods to quantify exchange rates and affinities of proteins for nanoparticles Developed quantitative approaches to study exchange rates and affinities 2007 [31]
2 M. Lundqvist Proceedings of the National Academy of Sciences of the United States of America Nanoparticle size and surface properties determine the protein corona with possible implications for biological impacts Proved that size and surface properties affected protein corona formation of nanoparticles 2008 [49]
3 M. P. Monopoli Nature Nanotechnology Biomolecular coronas provide the biological identity of nanosized materials Highlighted the connection between properties of the corona and biological impacts of nanomaterials 2012 [50]
4 S. Tenzer Nature Nanotechnology Rapid formation of plasma protein corona critically affects nanoparticle pathophysiology Rapid corona formation was found to affect hemolysis, thrombocyte activation, nanoparticle uptake and endothelial cell death 2013 [51]
5 M. P. Monopoli Journal of the American Chemical Society Physical–chemical aspects of protein corona: Relevance to in vitro and in vivo biological impacts of nanoparticles Demonstrated that hard corona evolved significantly from in vitro to in vivo conditions 2011 [52]
6 A. E. Nel Nature Materials Understanding biophysicochemical interactions at the nano-bio interface Reviewed the impact of size, shape, surface chemistry, roughness and surface coatings on nano-bio interface interactions 2009 [53]
7 C. D. Walkey Chemical Society Reviews Understanding and controlling the interaction of nanomaterials with proteins in a physiological environment Described the relationship between protein corona and synthetic identity and probed efforts to control protein–nanomaterial interactions 2012 [54]
8 A. Lesniak ACS Nano Effects of the presence or absence of a protein corona on silica nanoparticle uptake and impact on cells Elaborated different biological outcomes were connected to the different adhesion and surface properties under corona presence or absence conditions 2012 [55]
9 A. Salvati Nature Nanotechnology Transferrin-functionalized nanoparticles lose their targeting capabilities when a biomolecule corona adsorbs on the surface Suggested that the formation of protein corona could ‘screen’ the targeting molecules and cause loss of specificity in targeting 2013 [56]
10 D. Walczyk Journal of the American Chemical Society What the cell “sees” in bionanoscience Elucidated that long-lived blood plasma-derived coronas were what the cell ‘saw’ 2010 [57]
Tab.1  
Fig.7  
Fig.8  
Fig.9  
  
  
  
  
  
  
1 V Flauraud, M Mastrangeli, G D Bernasconi, et al.. Nanoscale topographical control of capillary assembly of nanoparticles. Nature Nanotechnology, 2017, 12(1): 73–80
https://doi.org/10.1038/nnano.2016.179 pmid: 27694849
2 R V Pavlov, G A Gaynanova, D A Kuznetsova, et al.. Biomedical potentialities of cationic geminis as modulating agents of liposome in drug delivery across biological barriers and cellular uptake. International Journal of Pharmaceutics, 2020, 587: 119640
https://doi.org/10.1016/j.ijpharm.2020.119640 pmid: 32673770
3 H He, Y Xie, Y Lv, et al.. Bioimaging of intact polycaprolactone nanoparticles using aggregation-caused quenching probes: Size-dependent translocation via oral delivery. Advanced Healthcare Materials, 2018, 7(22): 1800711
https://doi.org/10.1002/adhm.201800711 pmid: 30345713
4 Y Li, W Chen, Y Qi, et al.. H2S-scavenged and activated iron oxide-hydroxide nanospindles for MRI-guided photothermal therapy and ferroptosis in colon cancer. Small, 2020, 16(37): 2001356
https://doi.org/10.1002/smll.202001356 pmid: 32789963
5 S Wang, F Li, R Qiao, et al.. Arginine-rich manganese silicate nanobubbles as a ferroptosis-inducing agent for tumor-targeted theranostics. ACS Nano, 2018, 12(12): 12380–12392
https://doi.org/10.1021/acsnano.8b06399 pmid: 30495919
6 I V Zelepukin, A A Popov, V O Shipunova, et al.. Laser-synthesized TiN nanoparticles for biomedical applications: Evaluation of safety, biodistribution and pharmacokinetics. Materials Science and Engineering C, 2021, 120: 111717
https://doi.org/10.1016/j.msec.2020.111717 pmid: 33545869
7 L Huang, J Chen, M He, et al.. Nanoparticle structure transformation of mPEG grafted chitosan with rigid backbone induced by α-cyclodextrin. Chinese Chemical Letters, 2019, 30(1): 163–166
https://doi.org/10.1016/j.cclet.2017.12.012
8 I Zoya, H He, L Wang, et al.. The intragastrointestinal fate of paclitaxel-loaded micelles: Implications on oral drug delivery. Chinese Chemical Letters, 2021, 32(4): 1545–1549
https://doi.org/10.1016/j.cclet.2020.09.038
9 J D Totten, T Wongpinyochit, F P Seib. Silk nanoparticles: Proof of lysosomotropic anticancer drug delivery at single-cell resolution. Journal of Drug Targeting, 2017, 25(9–10): 865–872
https://doi.org/10.1080/1061186X.2017.1363212 pmid: 28812388
10 R Patiño-Herrera, J F Louvier-Hernández, E M Escamilla-Silva, et al.. Prolonged release of metformin by SiO2 nanoparticles pellets for type II diabetes control. European Journal of Pharmaceutical Sciences, 2019, 131: 1–8
https://doi.org/10.1016/j.ejps.2019.02.003 pmid: 30735819
11 Y Li, E Lim, T Fields, et al.. Improving sensitivity and specificity of amyloid-β peptides and tau protein detection with antibiofouling magnetic nanoparticles for liquid biopsy of Alzheimer’s disease. ACS Biomaterials Science & Engineering, 2019, 5(7): 3595–3605
https://doi.org/10.1021/acsbiomaterials.9b00086 pmid: 33405741
12 S R D’Mello, C N Cruz, M L Chen, et al.. The evolving landscape of drug products containing nanomaterials in the United States. Nature Nanotechnology, 2017, 12(6): 523–529
https://doi.org/10.1038/nnano.2017.67 pmid: 28436961
13 J Qi, X Hu, X Dong, et al.. Towards more accurate bioimaging of drug nanocarriers: Turning aggregation-caused quenching into a useful tool. Advanced Drug Delivery Reviews, 2019, 143: 206–225
https://doi.org/10.1016/j.addr.2019.05.009 pmid: 31158405
14 G Tosi, T Musumeci, B Ruozi, et al.. The “fate” of polymeric and lipid nanoparticles for brain delivery and targeting: Strategies and mechanism of blood–brain barrier crossing and trafficking into the central nervous system. Journal of Drug Delivery Science and Technology, 2016, 32: 66–76
https://doi.org/10.1016/j.jddst.2015.07.007
15 D Chen, S Ganesh, W Wang, et al.. Protein corona-enabled systemic delivery and targeting of nanoparticles. The AAPS Journal, 2020, 22(4): 83
https://doi.org/10.1208/s12248-020-00464-x pmid: 32495039
16 W Mekseriwattana, S Srisuk, R Kriangsaksri, et al.. The impact of serum proteins and surface chemistry on magnetic nanoparticle colloidal stability and cellular uptake in breast cancer cells. AAPS PharmSciTech, 2019, 20(2): 55
https://doi.org/10.1208/s12249-018-1275-x pmid: 30618013
17 A K Srivastav, N Dhiman, H Khan, et al.. Impact of surface-engineered ZnO nanoparticles on protein corona configuration and their interactions with biological system. Journal of Pharmaceutical Sciences, 2019, 108(5): 1872–1889
https://doi.org/10.1016/j.xphs.2018.12.021 pmid: 30615879
18 J Yu, S J Choi. Particle size and biological fate of ZnO do not cause acute toxicity, but affect toxicokinetics and gene expression profiles in the rat livers after oral administration. International Journal of Molecular Sciences, 2021, 22(4): 1698
https://doi.org/10.3390/ijms22041698 pmid: 33567653
19 E Quagliarini, R Di Santo, S Palchetti, et al.. Effect of protein corona on the transfection efficiency of lipid-coated graphene oxide-based cell transfection reagents. Pharmaceutics, 2020, 12(2): 113
https://doi.org/10.3390/pharmaceutics12020113 pmid: 32019150
20 M Guo, L Zhao, J Liu, et al.. The underlying function and structural organization of the intracellular protein corona on graphdiyne oxide nanosheet for local immunomodulation. Nano Letters, 2021, 21(14): 6005–6013
https://doi.org/10.1021/acs.nanolett.1c01048 pmid: 34242035
21 X Lu, P Xu, H M Ding, et al.. Tailoring the component of protein corona via simple chemistry. Nature Communications, 2019, 10(1): 4520
https://doi.org/10.1038/s41467-019-12470-5 pmid: 31586045
22 Q Yang, M Wang, Y Sun, et al.. Pre-incubated with BSA-complexed free fatty acids alters ER stress/autophagic gene expression by carboxylated multi-walled carbon nanotube exposure in THP-1 macrophages. Chinese Chemical Letters, 2019, 30(6): 1224–1228
https://doi.org/10.1016/j.cclet.2019.03.042
23 G Berrecoso, J Crecente-Campo, M J Alonso. Unveiling the pitfalls of the protein corona of polymeric drug nanocarriers. Drug Delivery and Translational Research, 2020, 10(3): 730–750
https://doi.org/10.1007/s13346-020-00745-0 pmid: 32152965
24 N Bertrand, P Grenier, M Mahmoudi, et al.. Mechanistic understanding of in vivo protein corona formation on polymeric nanoparticles and impact on pharmacokinetics. Nature Communications, 2017, 8(1): 777
https://doi.org/10.1038/s41467-017-00600-w pmid: 28974673
25 R Coreas, X Cao, G M DeLoid, et al.. Lipid and protein corona of food-grade TiO2 nanoparticles in simulated gastrointestinal digestion. NanoImpact, 2020, 20: 100272
https://doi.org/10.1016/j.impact.2020.100272 pmid: 33344797
26 S Salatin, S Maleki Dizaj, A Yari Khosroushahi. Effect of the surface modification, size, and shape on cellular uptake of nanoparticles. Cell Biology International, 2015, 39(8): 881–890
https://doi.org/10.1002/cbin.10459 pmid: 25790433
27 Z Ban, P Yuan, F Yu, et al.. Machine learning predicts the functional composition of the protein corona and the cellular recognition of nanoparticles. Proceedings of the National Academy of Sciences of the United States of America, 2020, 117(19): 10492–10499
https://doi.org/10.1073/pnas.1919755117 pmid: 32332167
28 V Escamilla-Rivera, M Uribe-Ramírez, S González-Pozos, et al.. Protein corona acts as a protective shield against Fe3O4-PEG inflammation and ROS-induced toxicity in human macrophages. Toxicology Letters, 2016, 240(1): 172–184
https://doi.org/10.1016/j.toxlet.2015.10.018 pmid: 26518974
29 C Gunawan, M Lim, C P Marquis, et al.. Nanoparticle–protein corona complexes govern the biological fates and functions of nanoparticles. Journal of Materials Chemistry B: Materials for Biology and Medicine, 2014, 2(15): 2060–2083
https://doi.org/10.1039/c3tb21526a pmid: 32261489
30 K Abstiens, S Maslanka Figueroa, M Gregoritza, et al.. Interaction of functionalized nanoparticles with serum proteins and its impact on colloidal stability and cargo leaching. Soft Matter, 2019, 15(4): 709–720
https://doi.org/10.1039/C8SM02189A pmid: 30624437
31 T Cedervall, I Lynch, S Lindman, et al.. Understanding the nanoparticle–protein corona using methods to quantify exchange rates and affinities of proteins for nanoparticles. Proceedings of the National Academy of Sciences of the United States of America, 2007, 104(7): 2050–2055
https://doi.org/10.1073/pnas.0608582104 pmid: 17267609
32 G Caracciolo. Liposome-protein corona in a physiological environment: Challenges and opportunities for targeted delivery of nanomedicines. Nanomedicine, 2015, 11(3): 543–557
https://doi.org/10.1016/j.nano.2014.11.003 pmid: 25555353
33 K Obst, G Yealland, B Balzus, et al.. Protein corona formation on colloidal polymeric nanoparticles and polymeric nanogels: Impact on cellular uptake, toxicity, immunogenicity, and drug release properties. Biomacromolecules, 2017, 18(6): 1762–1771
https://doi.org/10.1021/acs.biomac.7b00158 pmid: 28511014
34 R Wu, H Peng, J J Zhu, et al.. Attaching DNA to gold nanoparticles with a protein corona. Frontiers in Chemistry, 2020, 8: 121
https://doi.org/10.3389/fchem.2020.00121 pmid: 32161750
35 B E Givens, E Wilson, J Fiegel. The effect of salts in aqueous media on the formation of the BSA corona on SiO2 nanoparticles. Colloids and Surfaces B: Biointerfaces, 2019, 179: 374–381
https://doi.org/10.1016/j.colsurfb.2019.04.012 pmid: 30999116
36 M J Hajipour, J Raheb, O Akhavan, et al.. Personalized disease-specific protein corona influences the therapeutic impact of graphene oxide. Nanoscale, 2015, 7(19): 8978–8994
https://doi.org/10.1039/C5NR00520E pmid: 25920546
37 J Mo, Y Xu, X Wang, et al.. Exploiting the protein corona: Coating of black phosphorus nanosheets enables macrophage polarization via calcium influx. Nanoscale, 2020, 12(3): 1742–1748
https://doi.org/10.1039/C9NR08570J pmid: 31895379
38 W Perng, G Palui, W Wang, et al.. Elucidating the role of surface coating in the promotion or prevention of protein corona around quantum dots. Bioconjugate Chemistry, 2019, 30(9): 2469–2480
https://doi.org/10.1021/acs.bioconjchem.9b00549 pmid: 31448900
39 I Lynch, T Cedervall, M Lundqvist, et al.. The nanoparticle–protein complex as a biological entity; a complex fluids and surface science challenge for the 21st century. Advances in Colloid and Interface Science, 2007, 134–135: 167–174
https://doi.org/10.1016/j.cis.2007.04.021 pmid: 17574200
40 D M Hafeez, S Jalal, F Khosa. Bibliometric analysis of manuscript characteristics that influence citations: A comparison of six major psychiatry journals. Journal of Psychiatric Research, 2019, 108: 90–94
https://doi.org/10.1016/j.jpsychires.2018.07.010 pmid: 30049529
41 Y Yu, Y Li, Z Zhang, et al.. A bibliometric analysis using VOSviewer of publications on COVID-19. Annals of Translational Medicine, 2020, 8(13): 816
https://doi.org/10.21037/atm-20-4235 pmid: 32793661
42 T Zhang, X Yin, X Yang, et al.. Research trends on the relationship between Microbiota and Gastric Cancer: A Bibliometric Analysis from 2000 to 2019. Journal of Cancer, 2020, 11(16): 4823–4831
https://doi.org/10.7150/jca.44126 pmid: 32626529
43 Q Liu, Y Ye. A study on mining bibliographic records by designed software SATI: Case study on library and information science. Journal of Information Resources Management, 2012, 2(1): 50–58 (in Chinese)
44 S Zhou, Z Tao, Y Zhu, et al.. Mapping theme trends and recognizing hot spots in postmenopausal osteoporosis research: A bibliometric analysis. PeerJ, 2019, 7: e8145
https://doi.org/10.7717/peerj.8145 pmid: 31788368
45 I Lynch, A Salvati, K A Dawson. Protein–nanoparticle interactions: What does the cell see? Nature Nanotechnology, 2009, 4(9): 546–547
https://doi.org/10.1038/nnano.2009.248 pmid: 19734922
46 C Röcker, M Pötzl, F Zhang, et al.. A quantitative fluorescence study of protein monolayer formation on colloidal nanoparticles. Nature Nanotechnology, 2009, 4(9): 577–580
https://doi.org/10.1038/nnano.2009.195 pmid: 19734930
47 L Digiacomo, D Pozzi, S Palchetti, et al.. Impact of the protein corona on nanomaterial immune response and targeting ability. Wiley Interdisciplinary Reviews: Nanomedicine and Nanobiotechnology, 2020, 12(4): e1615
https://doi.org/10.1002/wnan.1615 pmid: 32003104
48 T Lima, K Bernfur, M Vilanova, et al.. Understanding the lipid and protein corona formation on different sized polymeric nanoparticles. Scientific Reports, 2020, 10(1): 1129
https://doi.org/10.1038/s41598-020-57943-6 pmid: 31980686
49 M Lundqvist, J Stigler, G Elia, et al.. Nanoparticle size and surface properties determine the protein corona with possible implications for biological impacts. Proceedings of the National Academy of Sciences of the United States of America, 2008, 105(38): 14265–14270
https://doi.org/10.1073/pnas.0805135105 pmid: 18809927
50 M P Monopoli, C Aberg, A Salvati, et al.. Biomolecular coronas provide the biological identity of nanosized materials. Nature Nanotechnology, 2012, 7(12): 779–786
https://doi.org/10.1038/nnano.2012.207 pmid: 23212421
51 S Tenzer, D Docter, J Kuharev, et al.. Rapid formation of plasma protein corona critically affects nanoparticle pathophysiology. Nature Nanotechnology, 2013, 8(10): 772–781
https://doi.org/10.1038/nnano.2013.181 pmid: 24056901
52 M P Monopoli, D Walczyk, A Campbell, et al.. Physical–chemical aspects of protein corona: Relevance to in vitro and in vivo biological impacts of nanoparticles. Journal of the American Chemical Society, 2011, 133(8): 2525–2534
https://doi.org/10.1021/ja107583h pmid: 21288025
53 A E Nel, L Mädler, D Velegol, et al.. Understanding biophysicochemical interactions at the nano-bio interface. Nature Materials, 2009, 8(7): 543–557
https://doi.org/10.1038/nmat2442 pmid: 19525947
54 C D Walkey, W C Chan. Understanding and controlling the interaction of nanomaterials with proteins in a physiological environment. Chemical Society Reviews, 2012, 41(7): 2780–2799
https://doi.org/10.1039/C1CS15233E pmid: 22086677
55 A Lesniak, F Fenaroli, M P Monopoli, et al.. Effects of the presence or absence of a protein corona on silica nanoparticle uptake and impact on cells. ACS Nano, 2012, 6(7): 5845–5857
https://doi.org/10.1021/nn300223w pmid: 22721453
56 A Salvati, A S Pitek, M P Monopoli, et al.. Transferrin-functionalized nanoparticles lose their targeting capabilities when a biomolecule corona adsorbs on the surface. Nature Nanotechnology, 2013, 8(2): 137–143
https://doi.org/10.1038/nnano.2012.237 pmid: 23334168
57 D Walczyk, F B Bombelli, M P Monopoli, et al.. What the cell “sees” in bionanoscience. Journal of the American Chemical Society, 2010, 132(16): 5761–5768
https://doi.org/10.1021/ja910675v pmid: 20356039
58 K W Boyack, R Klavans. Co-citation analysis, bibliographic coupling, and direct citation: Which citation approach represents the research front most accurately? Journal of the American Society for Information Science and Technology, 2010, 61(12): 2389–2404
https://doi.org/10.1002/asi.21419
59 B Wang, D Xing, Y Zhu, et al.. The state of exosomes research: A global visualized analysis. BioMed Research International, 2019, 2019: 1495130
https://doi.org/10.1155/2019/1495130 pmid: 31073519
60 Y Fan, H Chen, Z Huang, et al.. Taste-masking and colloidal-stable cubosomes loaded with Cefpodoxime proxetil for pediatric oral delivery. International Journal of Pharmaceutics, 2020, 575: 118875
https://doi.org/10.1016/j.ijpharm.2019.118875 pmid: 31765781
61 R Dal Magro, B Albertini, S Beretta, et al.. Artificial apolipoprotein corona enables nanoparticle brain targeting. Nanomedicine, 2018, 14(2): 429–438
https://doi.org/10.1016/j.nano.2017.11.008 pmid: 29157979
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed