TY - JOUR
T1 - Bimodal liquid biopsy for cancer immunotherapy based on peptide engineering and nanoscale analysis
AU - Bu, Jiyoon
AU - Jeong, Woo jin
AU - Jafari, Roya
AU - Kubiatowicz, Luke J.
AU - Nair, Ashita
AU - Poellmann, Michael J.
AU - Hong, Rachel S.
AU - Liu, Elizabeth W.
AU - Owen, Randall H.
AU - Rawding, Piper A.
AU - Hopkins, Caroline M.
AU - Kim, Da Won
AU - George, Daniel J.
AU - Armstrong, Andrew J.
AU - Král, Petr
AU - Wang, Andrew Z.
AU - Bruce, Justine
AU - Zhang, Tian
AU - Kimple, Randall J.
AU - Hong, Seungpyo
N1 - Funding Information:
This study was partially supported by National Science Foundation (NSF) under grant # DMR-1808251 . The authors also acknowledge the partial support from NIAMS / NIH under grant # 1R01AR069541 , NIBIB / NIH under grant # 1R21EB022374 , the Wisconsin Head & Neck Cancer SPORE Grant (P50-DE026787), and The Falk Medical Research Trust – Catalyst Awards Program.
Publisher Copyright:
© 2022 Elsevier B.V.
PY - 2022/10/1
Y1 - 2022/10/1
N2 - 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 β-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.
AB - 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 β-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.
KW - Bimodal liquid biopsy
KW - Cancer immunotherapy
KW - Circulating tumor cells
KW - Exosomes
KW - Peptide engineering
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UR - http://www.scopus.com/inward/citedby.url?scp=85132404569&partnerID=8YFLogxK
U2 - 10.1016/j.bios.2022.114445
DO - 10.1016/j.bios.2022.114445
M3 - Article
C2 - 35679646
AN - SCOPUS:85132404569
SN - 0956-5663
VL - 213
JO - Biosensors and Bioelectronics
JF - Biosensors and Bioelectronics
M1 - 114445
ER -