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Published in: Diagnostic Pathology 1/2016

Open Access 01-12-2016 | Research

Determination of GP88 (progranulin) expression in breast tumor biopsies improves the risk predictive value of the Nottingham Prognostic Index

Authors: Ginette Serrero, Douglas M. Hawkins, Pablo A. Bejarano, Olga Ioffe, Katherine R. Tkaczuk, Robert E. Elliott, Jonathan F. Head, Jeffrey Phillips, Andrew K. Godwin, JoEllen Weaver, David Hicks, Binbin Yue

Published in: Diagnostic Pathology | Issue 1/2016

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Abstract

Background

The Nottingham Prognostic Index (NPI), which combines numerical values for nodal status, tumor size and histological grade, is used in the standard of care to provide predictive value information on post-surgery survival for patients with primary breast cancer. Attempts to improve the performance of the NPI algorithm have been carried out by testing the inclusion of other biomarker expression and morphological features such as vascular invasion. In the present study, we investigated whether expression of the autocrine growth and survival factor GP88 (progranulin), known to be overexpressed in breast cancer, would improve NPI’s predictive value.

Methods

We examined by immunohistochemistry (IHC) the GP88 expression in 508 cases of estrogen receptor positive invasive ductal carcinoma with known clinical outcomes and for which NPI had been determined. GP88 IHC expression was scored by two board certified pathologists and classified into two score groups of GP88 <3+ (0, 1+, 2+) and GP88 = 3+. The correlation between GP88 scoring, NPI and disease-free (DFS) or overall survival (OS) outcomes was then examined by Kaplan-Meier analysis, Cox proportional Hazard (CPH) ratio and Pearson’s X 2 test.

Results

Kaplan-Meier survival graphs of cases categorized by their NPI scores (<3.4, 3.4–5.4, >5.4) and GP88 expression showed that for patients within the same NPI subgroup, patients having tumors with a high GP88 expression (GP88 IHC score of 3+) had a worse DFS than patients with tumors that had a low GP88 expression (GP88 IHC score <3+). When adjusted for NPI, high GP88 score was significantly associated with recurrence with a hazard ratio of 3.30 (95 % CI 2.12 to 5.14).

Conclusions

The data suggest that the determination of GP88 tumor expression at time of diagnosis for early stage breast cancer patients can provide additional survival information to that provided by NPI alone and thus may be useful for risk management of patients diagnosed with breast cancer.
Literature
1.
go back to reference Haybittle JL, Blamey RW, Elston CW, Johnson J, Doyle PJ, Campbell FC, Nicholson RI, Griffiths K. A prognostic index in primary breast cancer. Br J Cancer. 1982;45(3):361–6.CrossRefPubMedPubMedCentral Haybittle JL, Blamey RW, Elston CW, Johnson J, Doyle PJ, Campbell FC, Nicholson RI, Griffiths K. A prognostic index in primary breast cancer. Br J Cancer. 1982;45(3):361–6.CrossRefPubMedPubMedCentral
2.
go back to reference Galea MH, Blamey RW, Elston CE, Ellis IO. The Nottingham Prognostic Index in primary breast cancer. Breast Cancer Res Treat. 1992;22(3):207–19.CrossRefPubMed Galea MH, Blamey RW, Elston CE, Ellis IO. The Nottingham Prognostic Index in primary breast cancer. Breast Cancer Res Treat. 1992;22(3):207–19.CrossRefPubMed
3.
go back to reference Brown J, Jones M, Benson EA. Comment on the Nottingham Prognostic Index. Breast Cancer Res Treat. 1993;25(3):283.CrossRefPubMed Brown J, Jones M, Benson EA. Comment on the Nottingham Prognostic Index. Breast Cancer Res Treat. 1993;25(3):283.CrossRefPubMed
4.
go back to reference Balslev I, Axelsson CK, Zedeler K, Rasmussen BB, Carstensen B, Mouridsen HT. The Nottingham Prognostic Index applied to 9,149 patients from the studies of the Danish Breast Cancer Cooperative Group (DBCG). Breast Cancer Res Treat. 1994;32(3):281–90.CrossRefPubMed Balslev I, Axelsson CK, Zedeler K, Rasmussen BB, Carstensen B, Mouridsen HT. The Nottingham Prognostic Index applied to 9,149 patients from the studies of the Danish Breast Cancer Cooperative Group (DBCG). Breast Cancer Res Treat. 1994;32(3):281–90.CrossRefPubMed
5.
go back to reference Callagy GM, Pharoah PD, Pinder SE, Hsu FD, Nielsen TO, Ragaz J, Ellis IO, Huntsman D, Caldas C. Bcl-2 is a prognostic marker in breast cancer independently of the Nottingham Prognostic Index. Clin Cancer Res. 2006;12(8):2468–75.CrossRefPubMed Callagy GM, Pharoah PD, Pinder SE, Hsu FD, Nielsen TO, Ragaz J, Ellis IO, Huntsman D, Caldas C. Bcl-2 is a prognostic marker in breast cancer independently of the Nottingham Prognostic Index. Clin Cancer Res. 2006;12(8):2468–75.CrossRefPubMed
6.
go back to reference Van Belle V, Decock J, Hendrickx W, Brouckaert O, Pintens S, Moerman P, Wildiers H, Paridaens R, Christiaens MR, Van Huffel S, et al. Short-Term Prognostic Index for Breast Cancer: NPI or Lpi. Patholog Res Int. 2010;2011:918408.PubMedPubMedCentral Van Belle V, Decock J, Hendrickx W, Brouckaert O, Pintens S, Moerman P, Wildiers H, Paridaens R, Christiaens MR, Van Huffel S, et al. Short-Term Prognostic Index for Breast Cancer: NPI or Lpi. Patholog Res Int. 2010;2011:918408.PubMedPubMedCentral
7.
go back to reference He Z, Bateman A. Progranulin (granulin-epithelin precursor, PC-cell-derived growth factor, acrogranin) mediates tissue repair and tumorigenesis. J Mol Med. 2003;81(10):600–12.CrossRefPubMed He Z, Bateman A. Progranulin (granulin-epithelin precursor, PC-cell-derived growth factor, acrogranin) mediates tissue repair and tumorigenesis. J Mol Med. 2003;81(10):600–12.CrossRefPubMed
8.
go back to reference Serrero G. Autocrine growth factor revisited: PC-cell-derived growth factor (progranulin), a critical player in breast cancer tumorigenesis. Biochem Biophys Res Commun. 2003;308(3):409–13.CrossRefPubMed Serrero G. Autocrine growth factor revisited: PC-cell-derived growth factor (progranulin), a critical player in breast cancer tumorigenesis. Biochem Biophys Res Commun. 2003;308(3):409–13.CrossRefPubMed
9.
go back to reference Tolkatchev D, Malik S, Vinogradova A, Wang P, Chen Z, Xu P, Bennett HP, Bateman A, Ni F. Structure dissection of human progranulin identifies well-folded granulin/epithelin modules with unique functional activities. Protein Sci. 2008;17(4):711–24.CrossRefPubMedPubMedCentral Tolkatchev D, Malik S, Vinogradova A, Wang P, Chen Z, Xu P, Bennett HP, Bateman A, Ni F. Structure dissection of human progranulin identifies well-folded granulin/epithelin modules with unique functional activities. Protein Sci. 2008;17(4):711–24.CrossRefPubMedPubMedCentral
10.
go back to reference Ong CH, Bateman A. Progranulin (granulin-epithelin precursor, PC-cell derived growth factor, acrogranin) in proliferation and tumorigenesis. Histol Histopathol. 2003;18(4):1275–88.PubMed Ong CH, Bateman A. Progranulin (granulin-epithelin precursor, PC-cell derived growth factor, acrogranin) in proliferation and tumorigenesis. Histol Histopathol. 2003;18(4):1275–88.PubMed
11.
go back to reference Pizarro GO, Zhou XC, Koch A, Gharib M, Raval S, Bible K, Jones MB. Prosurvival function of the granulin-epithelin precursor is important in tumor progression and chemoresponse. Int J Cancer. 2007;120(11):2339–43.CrossRefPubMed Pizarro GO, Zhou XC, Koch A, Gharib M, Raval S, Bible K, Jones MB. Prosurvival function of the granulin-epithelin precursor is important in tumor progression and chemoresponse. Int J Cancer. 2007;120(11):2339–43.CrossRefPubMed
12.
go back to reference Jones MB, Michener CM, Blanchette JO, Kuznetsov VA, Raffeld M, Serrero G, Emmert-Buck MR, Petricoin EF, Krizman DB, Liotta LA, et al. The granulin-epithelin precursor/PC-cell-derived growth factor is a growth factor for epithelial ovarian cancer. Clin Cancer Res. 2003;9(1):44–51.PubMed Jones MB, Michener CM, Blanchette JO, Kuznetsov VA, Raffeld M, Serrero G, Emmert-Buck MR, Petricoin EF, Krizman DB, Liotta LA, et al. The granulin-epithelin precursor/PC-cell-derived growth factor is a growth factor for epithelial ovarian cancer. Clin Cancer Res. 2003;9(1):44–51.PubMed
13.
go back to reference Tangkeangsirisin W, Serrero G. PC cell-derived growth factor (PCDGF/GP88, progranulin) stimulates migration, invasiveness and VEGF expression in breast cancer cells. Carcinogenesis. 2004;25(9):1587–92.CrossRefPubMed Tangkeangsirisin W, Serrero G. PC cell-derived growth factor (PCDGF/GP88, progranulin) stimulates migration, invasiveness and VEGF expression in breast cancer cells. Carcinogenesis. 2004;25(9):1587–92.CrossRefPubMed
14.
go back to reference Lu R, Serrero G. Inhibition of PC cell-derived growth factor (PCDGF, epithelin/granulin precursor) expression by antisense PCDGF cDNA transfection inhibits tumorigenicity of the human breast carcinoma cell line MDA-MB-468. Proc Natl Acad Sci U S A. 2000;97(8):3993–8.CrossRefPubMedPubMedCentral Lu R, Serrero G. Inhibition of PC cell-derived growth factor (PCDGF, epithelin/granulin precursor) expression by antisense PCDGF cDNA transfection inhibits tumorigenicity of the human breast carcinoma cell line MDA-MB-468. Proc Natl Acad Sci U S A. 2000;97(8):3993–8.CrossRefPubMedPubMedCentral
15.
go back to reference He Z, Ong CH, Halper J, Bateman A. Progranulin is a mediator of the wound response. Nat Med. 2003;9(2):225–9.CrossRefPubMed He Z, Ong CH, Halper J, Bateman A. Progranulin is a mediator of the wound response. Nat Med. 2003;9(2):225–9.CrossRefPubMed
16.
go back to reference Halper J. Growth factors as active participants in carcinogenesis: a perspective. Vet Pathol. 2010;47(1):77–97.CrossRefPubMed Halper J. Growth factors as active participants in carcinogenesis: a perspective. Vet Pathol. 2010;47(1):77–97.CrossRefPubMed
17.
go back to reference Tangkeangsirisin W, Hayashi J, Serrero G. PC cell-derived growth factor mediates tamoxifen resistance and promotes tumor growth of human breast cancer cells. Cancer Res. 2004;64(5):1737–43.CrossRefPubMed Tangkeangsirisin W, Hayashi J, Serrero G. PC cell-derived growth factor mediates tamoxifen resistance and promotes tumor growth of human breast cancer cells. Cancer Res. 2004;64(5):1737–43.CrossRefPubMed
18.
go back to reference Zanocco-Marani T, Bateman A, Romano G, Valentinis B, He ZH, Baserga R. Biological activities and signaling pathways of the granulin/epithelin precursor. Cancer Res. 1999;59(20):5331–40.PubMed Zanocco-Marani T, Bateman A, Romano G, Valentinis B, He ZH, Baserga R. Biological activities and signaling pathways of the granulin/epithelin precursor. Cancer Res. 1999;59(20):5331–40.PubMed
19.
go back to reference Abrhale T, Brodie A, Sabnis G, Macedo L, Tian C, Yue B, Serrero G. GP88 (PC-Cell Derived Growth Factor, progranulin) stimulates proliferation and confers letrozole resistance to aromatase overexpressing breast cancer cells. BMC Cancer. 2011;11:231.CrossRefPubMedPubMedCentral Abrhale T, Brodie A, Sabnis G, Macedo L, Tian C, Yue B, Serrero G. GP88 (PC-Cell Derived Growth Factor, progranulin) stimulates proliferation and confers letrozole resistance to aromatase overexpressing breast cancer cells. BMC Cancer. 2011;11:231.CrossRefPubMedPubMedCentral
20.
go back to reference Tangkeangsirisin W, Serrero G. GP88 (Progranulin) Confers Fulvestrant (Faslodex, ICI 182,780) Resistance to Human Breast Cancer Cells. Advances in Breast Cancer Research. 2014;03(03):68–78.CrossRef Tangkeangsirisin W, Serrero G. GP88 (Progranulin) Confers Fulvestrant (Faslodex, ICI 182,780) Resistance to Human Breast Cancer Cells. Advances in Breast Cancer Research. 2014;03(03):68–78.CrossRef
21.
go back to reference Serrero G, Ioffe OB. Expression of PC-cell-derived growth factor in benign and malignant human breast epithelium. Hum Pathol. 2003;34(11):1148–54.CrossRefPubMed Serrero G, Ioffe OB. Expression of PC-cell-derived growth factor in benign and malignant human breast epithelium. Hum Pathol. 2003;34(11):1148–54.CrossRefPubMed
22.
go back to reference Serrero G, Hawkins DM, Yue B, Ioffe O, Bejarano P, Phillips JT, Head JF, Elliott RL, Tkaczuk KR, Godwin AK, et al. Progranulin (GP88) tumor tissue expression is associated with increased risk of recurrence in breast cancer patients diagnosed with estrogen receptor positive invasive ductal carcinoma. Breast Cancer Res. 2012;14(1):R26.CrossRefPubMedPubMedCentral Serrero G, Hawkins DM, Yue B, Ioffe O, Bejarano P, Phillips JT, Head JF, Elliott RL, Tkaczuk KR, Godwin AK, et al. Progranulin (GP88) tumor tissue expression is associated with increased risk of recurrence in breast cancer patients diagnosed with estrogen receptor positive invasive ductal carcinoma. Breast Cancer Res. 2012;14(1):R26.CrossRefPubMedPubMedCentral
23.
go back to reference Tkaczuk KR, Yue B, Zhan M, Tait N, Yarlagadda L, Dai H, Serrero G. Increased Circulating Level of the Survival Factor GP88 (Progranulin) in the Serum of Breast Cancer Patients When Compared to Healthy Subjects. Breast Cancer. 2011;5:155–62.PubMedPubMedCentral Tkaczuk KR, Yue B, Zhan M, Tait N, Yarlagadda L, Dai H, Serrero G. Increased Circulating Level of the Survival Factor GP88 (Progranulin) in the Serum of Breast Cancer Patients When Compared to Healthy Subjects. Breast Cancer. 2011;5:155–62.PubMedPubMedCentral
24.
go back to reference Glass AG, Donis-Keller H, Mies C, Russo J, Zehnbauer B, Taube S, Aamodt R, Cooperative Breast Cancer Tissue R. The Cooperative Breast Cancer Tissue Resource: archival tissue for the investigation of tumor markers. Clin Cancer Res. 2001;7(7):1843–9.PubMed Glass AG, Donis-Keller H, Mies C, Russo J, Zehnbauer B, Taube S, Aamodt R, Cooperative Breast Cancer Tissue R. The Cooperative Breast Cancer Tissue Resource: archival tissue for the investigation of tumor markers. Clin Cancer Res. 2001;7(7):1843–9.PubMed
26.
go back to reference Paik S, Shak S, Tang G, Kim C, Baker J, Cronin M, Baehner FL, Walker MG, Watson D, Park T, et al. A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med. 2004;351(27):2817–26.CrossRefPubMed Paik S, Shak S, Tang G, Kim C, Baker J, Cronin M, Baehner FL, Walker MG, Watson D, Park T, et al. A multigene assay to predict recurrence of tamoxifen-treated, node-negative breast cancer. N Engl J Med. 2004;351(27):2817–26.CrossRefPubMed
27.
go back to reference van’t Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der Kooy K, Marton MJ, Witteveen AT, et al. Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002;415(6871):530–6.CrossRef van’t Veer LJ, Dai H, van de Vijver MJ, He YD, Hart AA, Mao M, Peterse HL, van der Kooy K, Marton MJ, Witteveen AT, et al. Gene expression profiling predicts clinical outcome of breast cancer. Nature. 2002;415(6871):530–6.CrossRef
28.
go back to reference Parisi F, Gonzalez AM, Nadler Y, Camp RL, Rimm DL, Kluger HM, Kluger Y. Benefits of biomarker selection and clinico-pathological covariate inclusion in breast cancer prognostic models. Breast Cancer Res. 2010;12(5):R66.CrossRefPubMedPubMedCentral Parisi F, Gonzalez AM, Nadler Y, Camp RL, Rimm DL, Kluger HM, Kluger Y. Benefits of biomarker selection and clinico-pathological covariate inclusion in breast cancer prognostic models. Breast Cancer Res. 2010;12(5):R66.CrossRefPubMedPubMedCentral
29.
go back to reference de Mascarel I, Bonichon F, Durand M, Mauriac L, MacGrogan G, Soubeyran I, Picot V, Avril A, Coindre JM, Trojani M. Obvious peritumoral emboli: an elusive prognostic factor reappraised. Multivariate analysis of 1320 node-negative breast cancers. Eur J Cancer. 1998;34(1):58–65.CrossRefPubMed de Mascarel I, Bonichon F, Durand M, Mauriac L, MacGrogan G, Soubeyran I, Picot V, Avril A, Coindre JM, Trojani M. Obvious peritumoral emboli: an elusive prognostic factor reappraised. Multivariate analysis of 1320 node-negative breast cancers. Eur J Cancer. 1998;34(1):58–65.CrossRefPubMed
30.
go back to reference Lee AH, Ellis IO. The Nottingham prognostic index for invasive carcinoma of the breast. Pathol Oncol Res. 2008;14(2):113–5.CrossRefPubMed Lee AH, Ellis IO. The Nottingham prognostic index for invasive carcinoma of the breast. Pathol Oncol Res. 2008;14(2):113–5.CrossRefPubMed
31.
go back to reference Urruticoechea A, Smith IE, Dowsett M. Proliferation marker Ki-67 in early breast cancer. J Clin Oncol. 2005;23(28):7212–20.CrossRefPubMed Urruticoechea A, Smith IE, Dowsett M. Proliferation marker Ki-67 in early breast cancer. J Clin Oncol. 2005;23(28):7212–20.CrossRefPubMed
32.
go back to reference Dowsett M, Smith IE, Ebbs SR, Dixon JM, Skene A, A’Hern R, Salter J, Detre S, Hills M, Walsh G, et al. Prognostic value of Ki67 expression after short-term presurgical endocrine therapy for primary breast cancer. J Natl Cancer Inst. 2007;99(2):167–70.CrossRefPubMed Dowsett M, Smith IE, Ebbs SR, Dixon JM, Skene A, A’Hern R, Salter J, Detre S, Hills M, Walsh G, et al. Prognostic value of Ki67 expression after short-term presurgical endocrine therapy for primary breast cancer. J Natl Cancer Inst. 2007;99(2):167–70.CrossRefPubMed
33.
go back to reference Serrero GK M, Goicochea L, Tkaczuk KR, Fernandez KL, Logan LS, Tuttle K, Yue B, Ioffe OB. Correlation between expression of the prognostic marker Progranulin (GP88) with Oncotype Dx Recurrence Score in estrogen receptor positive breast tumors. Cancer Res. 2012;72(24 Suppl):P2-10-40.CrossRef Serrero GK M, Goicochea L, Tkaczuk KR, Fernandez KL, Logan LS, Tuttle K, Yue B, Ioffe OB. Correlation between expression of the prognostic marker Progranulin (GP88) with Oncotype Dx Recurrence Score in estrogen receptor positive breast tumors. Cancer Res. 2012;72(24 Suppl):P2-10-40.CrossRef
Metadata
Title
Determination of GP88 (progranulin) expression in breast tumor biopsies improves the risk predictive value of the Nottingham Prognostic Index
Authors
Ginette Serrero
Douglas M. Hawkins
Pablo A. Bejarano
Olga Ioffe
Katherine R. Tkaczuk
Robert E. Elliott
Jonathan F. Head
Jeffrey Phillips
Andrew K. Godwin
JoEllen Weaver
David Hicks
Binbin Yue
Publication date
01-12-2016
Publisher
BioMed Central
Published in
Diagnostic Pathology / Issue 1/2016
Electronic ISSN: 1746-1596
DOI
https://doi.org/10.1186/s13000-016-0520-4

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