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A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer
SIMPLE SUMMARY: There is a need for additional marker(s) to detect early-stage ovarian cancer that would augment the performance of CA125. Herein, we report a polyamine signature that is detected in the blood and that has value for detecting ovarian cancers at an early stage. The polyamine signature...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927060/ https://www.ncbi.nlm.nih.gov/pubmed/33671595 http://dx.doi.org/10.3390/cancers13040913 |
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author | Fahrmann, Johannes F. Irajizad, Ehsan Kobayashi, Makoto Vykoukal, Jody Dennison, Jennifer B. Murage, Eunice Wu, Ranran Long, James P. Do, Kim-Anh Celestino, Joseph Lu, Karen H. Lu, Zhen Bast, Robert C. Hanash, Samir |
author_facet | Fahrmann, Johannes F. Irajizad, Ehsan Kobayashi, Makoto Vykoukal, Jody Dennison, Jennifer B. Murage, Eunice Wu, Ranran Long, James P. Do, Kim-Anh Celestino, Joseph Lu, Karen H. Lu, Zhen Bast, Robert C. Hanash, Samir |
author_sort | Fahrmann, Johannes F. |
collection | PubMed |
description | SIMPLE SUMMARY: There is a need for additional marker(s) to detect early-stage ovarian cancer that would augment the performance of CA125. Herein, we report a polyamine signature that is detected in the blood and that has value for detecting ovarian cancers at an early stage. The polyamine signature was able to complement CA125 in identifying more ovarian cancer cases that would have been missed by CA125 alone. Our validation of a polyamine signature provides compelling evidence for the value of blood polyamine metabolites as markers for ovarian cancer detection. ABSTRACT: MYC is an oncogenic driver in the pathogenesis of ovarian cancer. We previously demonstrated that MYC regulates polyamine metabolism in triple-negative breast cancer (TNBC) and that a plasma polyamine signature is associated with TNBC development and progression. We hypothesized that a similar plasma polyamine signature may associate with ovarian cancer (OvCa) development. Using mass spectrometry, four polyamines were quantified in plasma from 116 OvCa cases and 143 controls (71 healthy controls + 72 subjects with benign pelvic masses) (Test Set). Findings were validated in an independent plasma set from 61 early-stage OvCa cases and 71 healthy controls (Validation Set). Complementarity of polyamines with CA125 was also evaluated. Receiver operating characteristic area under the curve (AUC) of individual polyamines for distinguishing cases from healthy controls ranged from 0.74–0.88. A polyamine signature consisting of diacetylspermine + N-(3-acetamidopropyl)pyrrolidin-2-one in combination with CA125 developed in the Test Set yielded improvement in sensitivity at >99% specificity relative to CA125 alone (73.7% vs 62.2%; McNemar exact test 2-sided P: 0.019) in the validation set and captured 30.4% of cases that were missed with CA125 alone. Our findings reveal a MYC-driven plasma polyamine signature associated with OvCa that complemented CA125 in detecting early-stage ovarian cancer. |
format | Online Article Text |
id | pubmed-7927060 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-79270602021-03-04 A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer Fahrmann, Johannes F. Irajizad, Ehsan Kobayashi, Makoto Vykoukal, Jody Dennison, Jennifer B. Murage, Eunice Wu, Ranran Long, James P. Do, Kim-Anh Celestino, Joseph Lu, Karen H. Lu, Zhen Bast, Robert C. Hanash, Samir Cancers (Basel) Article SIMPLE SUMMARY: There is a need for additional marker(s) to detect early-stage ovarian cancer that would augment the performance of CA125. Herein, we report a polyamine signature that is detected in the blood and that has value for detecting ovarian cancers at an early stage. The polyamine signature was able to complement CA125 in identifying more ovarian cancer cases that would have been missed by CA125 alone. Our validation of a polyamine signature provides compelling evidence for the value of blood polyamine metabolites as markers for ovarian cancer detection. ABSTRACT: MYC is an oncogenic driver in the pathogenesis of ovarian cancer. We previously demonstrated that MYC regulates polyamine metabolism in triple-negative breast cancer (TNBC) and that a plasma polyamine signature is associated with TNBC development and progression. We hypothesized that a similar plasma polyamine signature may associate with ovarian cancer (OvCa) development. Using mass spectrometry, four polyamines were quantified in plasma from 116 OvCa cases and 143 controls (71 healthy controls + 72 subjects with benign pelvic masses) (Test Set). Findings were validated in an independent plasma set from 61 early-stage OvCa cases and 71 healthy controls (Validation Set). Complementarity of polyamines with CA125 was also evaluated. Receiver operating characteristic area under the curve (AUC) of individual polyamines for distinguishing cases from healthy controls ranged from 0.74–0.88. A polyamine signature consisting of diacetylspermine + N-(3-acetamidopropyl)pyrrolidin-2-one in combination with CA125 developed in the Test Set yielded improvement in sensitivity at >99% specificity relative to CA125 alone (73.7% vs 62.2%; McNemar exact test 2-sided P: 0.019) in the validation set and captured 30.4% of cases that were missed with CA125 alone. Our findings reveal a MYC-driven plasma polyamine signature associated with OvCa that complemented CA125 in detecting early-stage ovarian cancer. MDPI 2021-02-22 /pmc/articles/PMC7927060/ /pubmed/33671595 http://dx.doi.org/10.3390/cancers13040913 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Fahrmann, Johannes F. Irajizad, Ehsan Kobayashi, Makoto Vykoukal, Jody Dennison, Jennifer B. Murage, Eunice Wu, Ranran Long, James P. Do, Kim-Anh Celestino, Joseph Lu, Karen H. Lu, Zhen Bast, Robert C. Hanash, Samir A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title | A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title_full | A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title_fullStr | A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title_full_unstemmed | A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title_short | A MYC-Driven Plasma Polyamine Signature for Early Detection of Ovarian Cancer |
title_sort | myc-driven plasma polyamine signature for early detection of ovarian cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7927060/ https://www.ncbi.nlm.nih.gov/pubmed/33671595 http://dx.doi.org/10.3390/cancers13040913 |
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