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Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer

BACKGROUND: HER2 is the only validated predictive biomarker in gastro-oesophageal carcinoma (GOC). However, several factors, such as heterogeneity in protein expression, shortage of evaluable tumour tissue and need for quick target assessment, underline the usefulness of a pre-screening tool in orde...

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Autores principales: Fornaro, Lorenzo, Vivaldi, Caterina, Parnofiello, Annamaria, Ugolini, Clara, Aprile, Giuseppe, De Maglio, Giovanna, Pecora, Irene, Iacono, Donatella, Crivelli, Francesca, Catanese, Silvia, Cardellino, Giovanni Gerardo, Lencioni, Monica, Vasile, Enrico, Salani, Francesca, Clerico, Mario, Calvetti, Lorenzo, Falcone, Alfredo, Fasola, Gianpiero, Fontanini, Gabriella, Montagnani, Francesco
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461920/
https://www.ncbi.nlm.nih.gov/pubmed/30745584
http://dx.doi.org/10.1038/s41416-019-0399-4
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author Fornaro, Lorenzo
Vivaldi, Caterina
Parnofiello, Annamaria
Ugolini, Clara
Aprile, Giuseppe
De Maglio, Giovanna
Pecora, Irene
Iacono, Donatella
Crivelli, Francesca
Catanese, Silvia
Cardellino, Giovanni Gerardo
Lencioni, Monica
Vasile, Enrico
Salani, Francesca
Clerico, Mario
Calvetti, Lorenzo
Falcone, Alfredo
Fasola, Gianpiero
Fontanini, Gabriella
Montagnani, Francesco
author_facet Fornaro, Lorenzo
Vivaldi, Caterina
Parnofiello, Annamaria
Ugolini, Clara
Aprile, Giuseppe
De Maglio, Giovanna
Pecora, Irene
Iacono, Donatella
Crivelli, Francesca
Catanese, Silvia
Cardellino, Giovanni Gerardo
Lencioni, Monica
Vasile, Enrico
Salani, Francesca
Clerico, Mario
Calvetti, Lorenzo
Falcone, Alfredo
Fasola, Gianpiero
Fontanini, Gabriella
Montagnani, Francesco
author_sort Fornaro, Lorenzo
collection PubMed
description BACKGROUND: HER2 is the only validated predictive biomarker in gastro-oesophageal carcinoma (GOC). However, several factors, such as heterogeneity in protein expression, shortage of evaluable tumour tissue and need for quick target assessment, underline the usefulness of a pre-screening tool in order to anticipate HER2 status. METHODS: Data from 723 consecutive GOC analysed for HER2 at four Italian Institutions were collected. HER2 positivity was defined as 3+ by immunohistochemistry (IHC) or 2+ with gene amplification by in situ hybridisation (ISH). A multivariate logistic regression model was built using data from 413 cases, whereas 310 patients served as validation cohort. C-index, visual inspection of the calibration plot, Brier score and Spiegelhalter z-test were used to assess the performance of the nomogram. RESULTS: HER2 positive rate was 17.4%. Four variables were retained after adjustment in the final model: grading, Lauren’s histotype, pathologic material analysed (surgical specimen/biopsy) and site of tissue collection (primary tumour/metastases). Visual inspection of the calibration plot revealed a very good overlap between predicted and observed probabilities, with a Brier score of 0.101 and a non-significant Spiegelhalter z-test (P = 0.319). C-index resulted in 0.827 (95%CI 0.741–0.913). CONCLUSION: A simple nomogram based on always-available pathologic information accurately predicts the probability of HER2 positivity in GOC.
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spelling pubmed-64619202020-02-12 Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer Fornaro, Lorenzo Vivaldi, Caterina Parnofiello, Annamaria Ugolini, Clara Aprile, Giuseppe De Maglio, Giovanna Pecora, Irene Iacono, Donatella Crivelli, Francesca Catanese, Silvia Cardellino, Giovanni Gerardo Lencioni, Monica Vasile, Enrico Salani, Francesca Clerico, Mario Calvetti, Lorenzo Falcone, Alfredo Fasola, Gianpiero Fontanini, Gabriella Montagnani, Francesco Br J Cancer Article BACKGROUND: HER2 is the only validated predictive biomarker in gastro-oesophageal carcinoma (GOC). However, several factors, such as heterogeneity in protein expression, shortage of evaluable tumour tissue and need for quick target assessment, underline the usefulness of a pre-screening tool in order to anticipate HER2 status. METHODS: Data from 723 consecutive GOC analysed for HER2 at four Italian Institutions were collected. HER2 positivity was defined as 3+ by immunohistochemistry (IHC) or 2+ with gene amplification by in situ hybridisation (ISH). A multivariate logistic regression model was built using data from 413 cases, whereas 310 patients served as validation cohort. C-index, visual inspection of the calibration plot, Brier score and Spiegelhalter z-test were used to assess the performance of the nomogram. RESULTS: HER2 positive rate was 17.4%. Four variables were retained after adjustment in the final model: grading, Lauren’s histotype, pathologic material analysed (surgical specimen/biopsy) and site of tissue collection (primary tumour/metastases). Visual inspection of the calibration plot revealed a very good overlap between predicted and observed probabilities, with a Brier score of 0.101 and a non-significant Spiegelhalter z-test (P = 0.319). C-index resulted in 0.827 (95%CI 0.741–0.913). CONCLUSION: A simple nomogram based on always-available pathologic information accurately predicts the probability of HER2 positivity in GOC. Nature Publishing Group UK 2019-02-12 2019-03-05 /pmc/articles/PMC6461920/ /pubmed/30745584 http://dx.doi.org/10.1038/s41416-019-0399-4 Text en © Cancer Research UK 2019 https://creativecommons.org/licenses/by/4.0/This work is published under the standard license to publish agreement. After 12 months the work will become freely available and the license terms will switch to a Creative Commons Attribution 4.0 International (CC BY 4.0).
spellingShingle Article
Fornaro, Lorenzo
Vivaldi, Caterina
Parnofiello, Annamaria
Ugolini, Clara
Aprile, Giuseppe
De Maglio, Giovanna
Pecora, Irene
Iacono, Donatella
Crivelli, Francesca
Catanese, Silvia
Cardellino, Giovanni Gerardo
Lencioni, Monica
Vasile, Enrico
Salani, Francesca
Clerico, Mario
Calvetti, Lorenzo
Falcone, Alfredo
Fasola, Gianpiero
Fontanini, Gabriella
Montagnani, Francesco
Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title_full Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title_fullStr Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title_full_unstemmed Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title_short Validated clinico-pathologic nomogram in the prediction of HER2 status in gastro-oesophageal cancer
title_sort validated clinico-pathologic nomogram in the prediction of her2 status in gastro-oesophageal cancer
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6461920/
https://www.ncbi.nlm.nih.gov/pubmed/30745584
http://dx.doi.org/10.1038/s41416-019-0399-4
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