Using lymph node swelling as a potential biomarker for successful vaccination

被引:11
作者
Brewer, Kimberly D. [1 ,2 ,3 ]
DeBay, Drew R. [1 ]
Dude, Iulia [1 ]
Davis, Christa [1 ]
Lake, Kerry [1 ]
Parsons, Cathryn [1 ]
Rajagopalan, Rajkannan [4 ]
Weir, Genevieve [4 ]
Stanford, Marianne M. [5 ]
Mansour, Marc [4 ,5 ]
Bowen, Chris V. [1 ,2 ,3 ,6 ]
机构
[1] Biomed Translat Imaging Ctr BIOTIC, Halifax, NS, Canada
[2] Dalhousie Univ, Dept Radiol, Halifax, NS, Canada
[3] Dalhousie Univ, Dept Phys, Halifax, NS B3H 3J5, Canada
[4] Immunovaccine Inc, Halifax, NS, Canada
[5] Dalhousie Univ, Dept Microbiol & Immunol, Halifax, NS, Canada
[6] Dalhousie Univ, Sch Biomed Engn, Halifax, NS, Canada
基金
加拿大自然科学与工程研究理事会;
关键词
magnetic resonance imaging (MRI); cancer; vaccines; biomarker; emulsion; Immunology and Microbiology Section; Immune response; Immunity; T-CELL RESPONSES; PD-L1; EXPRESSION; CANCER; IMMUNOTHERAPY; THERAPY; GUIDELINES; MELANOMA; ANTIGENS; VACCINES; EVALUATE;
D O I
10.18632/oncotarget.9580
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
There is currently a lack of biomarkers to help properly assess novel immunotherapies at both the preclinical and clinical stages of development. Recent work done by our group indicated significant volume changes in the vaccine draining right lymph node (RLN) volumes of mice that had been vaccinated with DepoVax (TM), a lipid-based vaccine platform that was developed to enhance the potency of peptide-based vaccines. These changes in lymph node (LN) volume were unique to vaccinated mice. To better assess the potential of volumetric LN markers for multiple vaccination platforms, we evaluated 100 tumor bearing mice and assessed their response to vaccination with either a DepoVax based vaccine (DPX) or a water-in-oil emulsion (w/o), and compared them to untreated controls. MRI was used to longitudinally monitor LN and tumor volumes weekly over 4 weeks. We then evaluated changes in LN volumes occurring in response to therapy as a potential predictive biomarker for treatment success. We found that for both vaccine types, DPX and w/o, the % RLN volumetric increase over baseline and the ratio of RLN/LLN were strong predictors of successful tumor suppression (LLN is left inguinal LN). The area under the curve (AUC) was greatest, between 0.75-0.85, two (% RLN) or three (RLN/LLN) weeks post-vaccination. For optimized critical thresholds we found these biomarkers consistently had sensitivity > 90% and specificity > 70% indicating strong prognostic potential. Vaccination with DepoVax had a more pronounced effect on draining lymph nodes than w/o emulsion vaccines, which correlated with a higher anti-tumor activity in DPX-treated mice.
引用
收藏
页码:35655 / 35669
页数:15
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