Cargando…

Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes

Natural Killer (NK) cells, a subset of innate immune cells, undergo cancer-specific changes during tumor progression. Therefore, tracking NK cell activity in circulation has potential for cancer diagnosis. Identification of tumor associated NK cells remains a challenge as most of the cancer antigens...

Descripción completa

Detalles Bibliográficos
Autores principales: Ishwar, Deeptha, Haldavnekar, Rupa, Venkatakrishnan, Krishnan, Tan, Bo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352900/
https://www.ncbi.nlm.nih.gov/pubmed/35927264
http://dx.doi.org/10.1038/s41467-022-32308-x
_version_ 1784762750839291904
author Ishwar, Deeptha
Haldavnekar, Rupa
Venkatakrishnan, Krishnan
Tan, Bo
author_facet Ishwar, Deeptha
Haldavnekar, Rupa
Venkatakrishnan, Krishnan
Tan, Bo
author_sort Ishwar, Deeptha
collection PubMed
description Natural Killer (NK) cells, a subset of innate immune cells, undergo cancer-specific changes during tumor progression. Therefore, tracking NK cell activity in circulation has potential for cancer diagnosis. Identification of tumor associated NK cells remains a challenge as most of the cancer antigens are unknown. Here, we introduce tumor-associated circulating NK cell profiling (CNKP) as a stand-alone cancer diagnostic modality with a liquid biopsy. Metabolic profiles of NK cell activation as a result of tumor interaction are detected with a SERS functionalized OncoImmune probe platform. We show that the cancer stem cell-associated NK cell is of value in cancer diagnosis. Through machine learning, the features of NK cell activity in patient blood could identify cancer from non-cancer using 5uL of peripheral blood with 100% accuracy and localization of cancer with 93% accuracy. These results show the feasibility of minimally invasive cancer diagnostics using circulating NK cells.
format Online
Article
Text
id pubmed-9352900
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-93529002022-08-06 Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes Ishwar, Deeptha Haldavnekar, Rupa Venkatakrishnan, Krishnan Tan, Bo Nat Commun Article Natural Killer (NK) cells, a subset of innate immune cells, undergo cancer-specific changes during tumor progression. Therefore, tracking NK cell activity in circulation has potential for cancer diagnosis. Identification of tumor associated NK cells remains a challenge as most of the cancer antigens are unknown. Here, we introduce tumor-associated circulating NK cell profiling (CNKP) as a stand-alone cancer diagnostic modality with a liquid biopsy. Metabolic profiles of NK cell activation as a result of tumor interaction are detected with a SERS functionalized OncoImmune probe platform. We show that the cancer stem cell-associated NK cell is of value in cancer diagnosis. Through machine learning, the features of NK cell activity in patient blood could identify cancer from non-cancer using 5uL of peripheral blood with 100% accuracy and localization of cancer with 93% accuracy. These results show the feasibility of minimally invasive cancer diagnostics using circulating NK cells. Nature Publishing Group UK 2022-08-04 /pmc/articles/PMC9352900/ /pubmed/35927264 http://dx.doi.org/10.1038/s41467-022-32308-x Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Ishwar, Deeptha
Haldavnekar, Rupa
Venkatakrishnan, Krishnan
Tan, Bo
Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title_full Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title_fullStr Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title_full_unstemmed Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title_short Minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with Oncoimmune probes
title_sort minimally invasive detection of cancer using metabolic changes in tumor-associated natural killer cells with oncoimmune probes
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9352900/
https://www.ncbi.nlm.nih.gov/pubmed/35927264
http://dx.doi.org/10.1038/s41467-022-32308-x
work_keys_str_mv AT ishwardeeptha minimallyinvasivedetectionofcancerusingmetabolicchangesintumorassociatednaturalkillercellswithoncoimmuneprobes
AT haldavnekarrupa minimallyinvasivedetectionofcancerusingmetabolicchangesintumorassociatednaturalkillercellswithoncoimmuneprobes
AT venkatakrishnankrishnan minimallyinvasivedetectionofcancerusingmetabolicchangesintumorassociatednaturalkillercellswithoncoimmuneprobes
AT tanbo minimallyinvasivedetectionofcancerusingmetabolicchangesintumorassociatednaturalkillercellswithoncoimmuneprobes