Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
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
_version_ 1783659605940764672
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
work_keys_str_mv AT fahrmannjohannesf amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT irajizadehsan amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT kobayashimakoto amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT vykoukaljody amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT dennisonjenniferb amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT murageeunice amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT wuranran amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT longjamesp amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT dokimanh amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT celestinojoseph amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT lukarenh amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT luzhen amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT bastrobertc amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT hanashsamir amycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT fahrmannjohannesf mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT irajizadehsan mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT kobayashimakoto mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT vykoukaljody mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT dennisonjenniferb mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT murageeunice mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT wuranran mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT longjamesp mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT dokimanh mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT celestinojoseph mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT lukarenh mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT luzhen mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT bastrobertc mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer
AT hanashsamir mycdrivenplasmapolyaminesignatureforearlydetectionofovariancancer