Bimodal liquid biopsy for cancer immunotherapy based on peptide engineering and nanoscale analysis

被引:23
作者
Bu, Jiyoon [1 ,2 ,3 ]
Jeong, Woo-jin [1 ,2 ,3 ]
Jafari, Roya [4 ]
Kubiatowicz, Luke J. [1 ,2 ]
Nair, Ashita [1 ,2 ]
Poellmann, Michael J. [1 ,2 ]
Hong, Rachel S. [1 ,2 ]
Liu, Elizabeth W. [1 ,2 ]
Owen, Randall H. [1 ,2 ]
Rawding, Piper A. [1 ,2 ]
Hopkins, Caroline M. [1 ,2 ]
Kim, DaWon [1 ,2 ]
George, Daniel J. [5 ,6 ]
Armstrong, Andrew J. [5 ,6 ]
Kral, Petr [4 ,14 ]
Wang, Andrew Z. [7 ,13 ,15 ]
Bruce, Justine [8 ,9 ]
Zhang, Tian [5 ,6 ,12 ,13 ]
Kimple, Randall J. [8 ,9 ]
Hong, Seungpyo [1 ,2 ,9 ,10 ,11 ]
机构
[1] Univ Wisconsin, Sch Pharm, Pharmaceut Sci Div, 777 Highland Ave, Madison, WI 53705 USA
[2] Univ Wisconsin, Wisconsin Ctr NanoBioSyst WisCNano, Sch Pharm, 777 Highland Ave, Madison, WI 53705 USA
[3] Inha Univ, Dept Biol Sci & Bioengn, 100 Inha Ro, Incheon 22212, South Korea
[4] Univ Illinois, Dept Chem, 845 W Taylor St, Chicago, IL 60607 USA
[5] Duke Univ, Duke Canc Inst, Dept Med, Div Med Oncol, 10 Bryan Searle Dr, Durham, NC 27710 USA
[6] Duke Univ, Duke Canc Inst Ctr Prostate & Urol Canc, 20 Duke Med Cir, Durham, NC 27710 USA
[7] Univ N Carolina, Dept Radiat Oncol, Chapel Hill, NC 27599 USA
[8] Univ Wisconsin, Dept Human Oncol, 600 Highland Ave, Madison, WI 53792 USA
[9] Univ Wisconsin, UW Carbone Canc Ctr, 600 Highland Ave, Madison, WI 53792 USA
[10] Univ Wisconsin, Dept Biomed Engn, 1550 Engn Dr, Madison, WI 53705 USA
[11] Yonsei Univ, Dept Pharm, Yonsei Frontier Lab, 50 Yonsei Ro, Seoul 03722, South Korea
[12] Univ Texas Southwestern Med Ctr Dallas, Dept Internal Med, Dallas, TX 75390 USA
[13] Univ Texas Southwestern Med Ctr Dallas, Simmons Comprehens Canc Ctr, Dallas, TX 75390 USA
[14] Univ Illinois, Dept Phys, Dept Pharmaceut Sci, 845 W Taylar St, Chicago, IL 60607 USA
[15] Univ Texas Southwestern Med Ctr Dallas, Dept Radiat Oncol, Dallas, TX 75390 USA
基金
美国国家科学基金会;
关键词
Bimodal liquid biopsy; Peptide engineering; Cancer immunotherapy; Circulating tumor cells; Exosomes; CIRCULATING TUMOR-CELLS; PD-L1; EXPRESSION; BINDING; INHIBITORS; CARCINOMA; NIVOLUMAB; DYNAMICS; SURFACES; CAPTURE;
D O I
10.1016/j.bios.2022.114445
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
Despite its high potential, PD-L1 expressed by tumors has not been successfully utilized as a biomarker for estimating treatment responses to immunotherapy. Circulating tumor cells (CTCs) and tumor-derived exosomes that express PD-L1 can potentially be used as biomarkers; however, currently available assays lack clinically significant sensitivity and specificity. Here, a novel peptide-based capture surface is developed to effectively isolate PD-L1-expressing CTCs and exosomes from human blood. For the effective targeting of PD-L1, this study integrates peptide engineering strategies to enhance the binding strength and specificity of a beta-hairpin peptide derived from PD-1 (pPD-1). Specifically, this study examines the effect of poly(ethylene glycol) spacers, the secondary peptide structure, and modification of peptide sequences (e.g., removal of biologically redundant amino acid residues) on capture efficiency. The optimized pPD-1 configuration captures PD-L1 -expressing tumor cells and tumor-derived exosomes with 1.5-fold (p = 0.016) and 1.2-fold (p = 0.037) higher efficiencies, respectively, than their whole antibody counterpart (aPD-L1). This enhanced efficiency is translated into more clinically significant detection of CTCs (1.9-fold increase; p = 0.035) and exosomes (1.5-fold increase; p = 0.047) from patients' baseline samples, demonstrating stronger correlation with patients' treatment responses. Additionally, we confirmed that the clinical accuracy of our system can be further improved by co-analyzing the two biomarkers (bimodal CTC/exosome analysis). These data demonstrate that pPD-1-based capture is a promising approach for capturing PD-L1-expressing CTCs and exosomes, which can be used as a reliable biomarker for cancer immunotherapy.
引用
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页数:13
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