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snowyday
snowyday Member Posts: 1,478
OncologyStat®One Source, Many Resources.® By Elsevier Journal Scans Identification of Subtypes in Human Epidermal Growth Factor Receptor 2-Positive Breast Cancer Reveals a Gene Signature Prognostic of Outcome Genetic Profiling Reveals Prognostic Signatures for HER2 Subtypes J Staaf, M Ringnér, J Vallon-Christersson, G Jönsson, PO Bendahl, K Holm, A Arason, H Gunnarsson, C Hegardt, BA Agnarsson, L Luts, D Grabau, M Fernö, PO Malmström, OT Johannsson, N Loman, RB Barkardottir, A Borg 20100215 2010 Mar 15 J Clin Oncol Journal Content

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Identification of Subtypes in Human Epidermal Growth Factor Receptor 2-Positive Breast Cancer Reveals a Gene Signature Prognostic of Outcome J Clin Oncol. 2010 Mar 15; Epub ahead of print, J Staaf, M Ringnér, J Vallon-Christersson, G Jönsson, PO Bendahl, K Holm, A Arason, H Gunnarsson, C Hegardt, BA Agnarsson, L Luts, D Grabau, M Fernö, PO Malmström, OT Johannsson, N Loman, RB Barkardottir, A BorgInvestigators identified 3 distinct HER2 molecular subtypes, one of which was independently prognostic for poor outcomes.Supplementary editorial provided by OncologySTATTAKE-HOME MESSAGEInvestigators identified 3 distinct HER2 molecular subtypes, one of which was independently prognostic for poor outcomes.STUDY IN CONTEXTHER2-positive breast cancers generally confer a poor prognosis, having variable response to chemotherapy. Certain HER2-positive tumors start out, or later become, resistant to targeted therapy with trastuzumab. Thus, improved stratification of HER2-positive tumor subtypes is needed. In this study by Staaf et al, gene expression analysis was used to identify 3 subtypes of HER2-positive disease that were associated with distinct clinical outcomes. One subtype, found to be associated with significantly worse clinical outcome, was used to construct a predictive gene signature (HER2-derived prognostic predictor [HDPP]). Validation studies showed that HDPP was strongly and independently prognostic for poor outcomes, regardless of other factors such as basal-like histology, estrogen-receptor (ER)-negative status, positive lymph node status, and high-grade disease.Hierarchical clustering analysis of expression data from 10,377 genes (Lund HER2 set) was used to identify the 3 HER2 subgroups (clusters). Tumors associated with cluster 2 had worse clinical outcomes than did those associated with clusters 1 and 3. Cluster 2 tumors tended to be ER negative and to overexpress steroid response genes (steroid response-positive phenotype). Tumors in cluster 3 were associated with better overall survival (OS) and distant metastasis-free survival (DMFS) than were those associated with the other 2 clusters. Cluster 3 tumors tended to be smaller in size and associated with fewer involved lymph nodes, but they were also highly proliferative, high-grade tumors with active PI3K signaling. Cluster 1 tumors had similar outcomes to those in cluster 3, but they were less proliferative, of lower grade, had less active PI3K signaling, and displayed an extracellular matrix-positive phenotype.Based on the gene expression clustering, a 158-gene prognostic predictor (HDPP) was constructed. Tumors could now be separated into 2 groups with distinct prognoses, one with poor and one with good OS and DMFS outcomes (log-rank P < .00006 and P < .00009, respectively). In multivariate analyses, HDPP was independently prognostic for both the entire 10-year (P = .02) and the 5-year (P = .05) follow-up periods.Validation studies of HDPP were carried out using several prognostic breast cancer expression datasets. Using the Nederlands Kanker Instituut (NKI) and Erasmus Medical Center (EMC) datasets, HDPP identified a subgroup of patients with good OS and/or DMFS outcomes, independent of ER status. In the NKI dataset, HDPP demonstrated superior capability for prognostic stratification of HER2 tumors when compared with the 70-gene signature (MammaPrint) and the 21-gene recurrence scores (Oncotype DX).In a separate experiment using Affymetrix data (n = 1881), HDPP was also independently prognostic and identified a subgroup of 203 ER-negative, HER2-positive tumors with good DMFS. HDPP was prognostic, regardless of ER and node status, histologic grade, tumor size, and patient age, for both the entire (P = .0002) and the 5-year (P = .0004) follow-up periods.Analysis evaluating the power of HDPP to predict response to treatment showed a significant association for patients of any HER2 status receiving adjuvant tamoxifen. In HER2-positive patients who received neoadjuvant chemotherapy, the majority of patients with residual disease were classified as HDPP poor, while those achieving a pathologic complete response were classified as HDPP good.In this study, Staaf et al constructed a HER2-derived gene signature that was independently prognostic for tumors, conferring a good vs a poor prognosis in HER2-positve breast cancer. HDPP signature may represent a tool for improved outcome prediction in HER2-positive breast cancer.ABSTRACTAccess this article »Community CommentsTotal comments to date: 0 View CommentsPost A Comment(maximum 2000 characters: 2000 remaining)0Enter comments... Thank you for your comments. Your comment has been accepted. Your user id will be tracked with the alert for the moderator regarding this comment. Are you sure you wish to report this comment as offensive? Thank you for your submission. The comment has been flagged and the moderator notified. Comment Print page Share page RSS feeds Advertisement Editors' ChoiceCEP17 Duplication Predicts Adjuvant Anthracycline Response in Breast Cancer Read more › Welcome to Mobile!Visit from any web-enabled mobile phone or handheld device. Click here Sign up for our newslettersToo busy to follow cancer's top stories? Sign-up for 1 or more of our free newsletters -- delivered weekly to your inbox. 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  • cindy2
    cindy2 Member Posts: 32
    edited April 2010

    Yes, I understand it.  I will summarize and would be happy to answer specifc questions if you have them

    In summary, there are certain patterns of gene expression among Her2+ breast tumors that have a more favorable prognosis (in terms of overall survival and disease free survival) than Her2+ tumors with other patterns.  It sounds as if they are proposing an expanded panel type test (like the oncotype or mammaprint tests) that will analyze for this aspect.  However, it is not clear if anything can be done clinically for those that have the less good prognosis or that current treatments would not be used in those with a more favorable prognosis.  So this is basic science type stuff which may change paractice in the years to come--but probably does not help those of us that are already in the game. 

    Thanks for the link to the article--it is interesting!

  • 1rarebird
    1rarebird Member Posts: 91
    edited April 2010

    And thank you cindy2 for explaining this to us all.  Sometimes this breast cancer material can get so deep that my head starts to swim--and I can't blame it on the chemo any longer.  I hope you continue to decipher reports like this one in the future for us.

    Thanks, and good luck--

    bird

  • sprint20092010
    sprint20092010 Member Posts: 3
    edited September 2010
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  • bluedasher
    bluedasher Member Posts: 1,203
    edited September 2010

    It looks like one would need to read the full article to get more of the details on this one.

    From what I read here, the test is more about predicting which of the HER2 tumors respond well to the existing treatments. For example, for those who had neo-adjuvant chemo, they mention that those with complete responses tended to have the good gene cluster (HDPP good) and those where chemo didn't totally knock out the cancer were more likely to have the bad one (but like most things in cancer it isn't 100% - just predictive). It looks to me like both groups would still need treatment. Perhaps the HDPP bad group would warrant closer monitoring afterward because recurrence is more likely or perhaps an additional treatment (one of the newer HER2 drugs like Neratinib or something still to be found).

    The lack of numbers in the abstract makes it difficult to understand what the impact of having the bad gene cluster vs good is. They don't say how much better survival and DFS are with the good cluster.

    They also don't report the statistics for how many had each type of cluster.  

  • bluedasher
    bluedasher Member Posts: 1,203
    edited September 2010

    I found this discussion of the study to help in understanding it:

    http://jco.ascopubs.org/content/28/11/1809.full 

    Apparently the main analysis of survival was on patients who didn't get Herceptin (it was a retrospective study looking at 10-year survival and DFS so most of the cases would have been pre-Herceptin or while it was in trials). The part of the study that looked at neoadjuvant chemo was on women getting Herceptin but it was a small study.

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