Surface-Enhanced Raman Scattering Nanoparticles for Multiplexed Imaging of Bladder Cancer Tissue Permeability and Molecular Phenotype

被引:103
作者
Davis, Ryan M. [1 ]
Kiss, Bernhard [2 ,3 ]
Trivedi, Dharati R. [3 ,4 ]
Metzner, Thomas J. [3 ]
Liao, Joseph C. [3 ,4 ]
Gambhir, Sanjiv S. [1 ]
机构
[1] Stanford Univ, Dept Radiol, Stanford, CA 94305 USA
[2] Stanford Univ, Inst Stem Cell Biol & Regenerat Med, Stanford, CA 94305 USA
[3] Stanford Univ, Sch Med, Dept Urol, Stanford, CA 94305 USA
[4] Palo Alto Hlth Care Syst, Vet Affairs, Livermore, CA 94550 USA
基金
美国国家卫生研究院;
关键词
bladder cancer; molecular imaging; surface-enhanced Raman scattering; passive targeting; multiplexing Raman endoscopy; HEXAMINOLEVULINATE FLUORESCENCE CYSTOSCOPY; APPLIED SERS NANOPARTICLES; INTRAVESICAL DRUG-DELIVERY; WHITE-LIGHT CYSTOSCOPY; CARBONIC-ANHYDRASE-IX; CARCINOMA IN-SITU; TRANSURETHRAL RESECTION; PHASE-III; UROTHELIAL CARCINOMA; MULTICENTER;
D O I
10.1021/acsnano.8b03217
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Bladder cancer has the highest recurrence rate of all cancers due in part to inadequate transurethral resection. Inadequate resection is caused by the inability of cystoscopes to detect invisible lesions during the resection procedure. To improve detection and resection of nonmuscle invasive bladder cancer, we quantified the ability of a surface enhanced Raman nanoparticle and endoscope system to classify bladder tissue as normal or cancerous. Both antibody based (active) and tissue permeability-based (passive) targeting mechanisms were evaluated by topically applying nanoparticles to ex vivo human bladder tissue samples. Multiplexed molecular imaging of CD47 and Carbonic Anhydrase 9 tumor proteins gave a receiver operating characteristic area under the curve (ROC AUC of 0.93 (0.75, 1.00). Furthermore, passively targeted nanoparticles enabled tissue classification with an ROC AUC of 0.93 (0.73, 1.00). Passively targeted nanoparticles penetrated 5-fold deeper and bound to tumor tissue at 3.3-fold higher concentrations in cancer compared to normal bladder urothelium, suggesting the existence of an enhanced surface permeability and retention effect in human bladder cancer.
引用
收藏
页码:9669 / 9679
页数:11
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