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Using lymph node swelling as a potential biomarker for successful vaccination
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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Impact Journals LLC
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094952/ https://www.ncbi.nlm.nih.gov/pubmed/27232944 http://dx.doi.org/10.18632/oncotarget.9580 |
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author | Brewer, Kimberly D. DeBay, Drew R. Dude, Iulia Davis, Christa Lake, Kerry Parsons, Cathryn Rajagopalan, Rajkannan Weir, Genevieve Stanford, Marianne M. Mansour, Marc Bowen, Chris V. |
author_facet | Brewer, Kimberly D. DeBay, Drew R. Dude, Iulia Davis, Christa Lake, Kerry Parsons, Cathryn Rajagopalan, Rajkannan Weir, Genevieve Stanford, Marianne M. Mansour, Marc Bowen, Chris V. |
author_sort | Brewer, Kimberly D. |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-5094952 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Impact Journals LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-50949522016-11-22 Using lymph node swelling as a potential biomarker for successful vaccination Brewer, Kimberly D. DeBay, Drew R. Dude, Iulia Davis, Christa Lake, Kerry Parsons, Cathryn Rajagopalan, Rajkannan Weir, Genevieve Stanford, Marianne M. Mansour, Marc Bowen, Chris V. Oncotarget Research Paper: Immunology 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. Impact Journals LLC 2016-05-24 /pmc/articles/PMC5094952/ /pubmed/27232944 http://dx.doi.org/10.18632/oncotarget.9580 Text en Copyright: © 2016 Brewer et al. http://creativecommons.org/licenses/by/2.5/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Paper: Immunology Brewer, Kimberly D. DeBay, Drew R. Dude, Iulia Davis, Christa Lake, Kerry Parsons, Cathryn Rajagopalan, Rajkannan Weir, Genevieve Stanford, Marianne M. Mansour, Marc Bowen, Chris V. Using lymph node swelling as a potential biomarker for successful vaccination |
title | Using lymph node swelling as a potential biomarker for successful vaccination |
title_full | Using lymph node swelling as a potential biomarker for successful vaccination |
title_fullStr | Using lymph node swelling as a potential biomarker for successful vaccination |
title_full_unstemmed | Using lymph node swelling as a potential biomarker for successful vaccination |
title_short | Using lymph node swelling as a potential biomarker for successful vaccination |
title_sort | using lymph node swelling as a potential biomarker for successful vaccination |
topic | Research Paper: Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5094952/ https://www.ncbi.nlm.nih.gov/pubmed/27232944 http://dx.doi.org/10.18632/oncotarget.9580 |
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