1
|
Vassilakopoulou M, Won M, Curran WJ, Souhami L, Prados MD, Langer CJ, Rimm DL, Hanna JA, Neumeister VM, Melian E, Diaz AZ, Atkins JN, Komarnicky LT, Schultz CJ, Howard SP, Zhang P, Dicker AP, Knisely JPS. BRCA1 Protein Expression Predicts Survival in Glioblastoma Patients from an NRG Oncology RTOG Cohort. Oncology 2021; 99:580-588. [PMID: 33957633 DOI: 10.1159/000516168] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2020] [Accepted: 12/30/2020] [Indexed: 11/19/2022]
Abstract
PURPOSE Glioblastoma, the most common malignant brain tumor, was associated with a median survival of <1 year in the pre-temozolomide (TMZ) era. Despite advances in molecular and genetic profiling studies identifying several predictive biomarkers, none has been translated into routine clinical use. Our aim was to investigate the prognostic significance of a panel of diverse cellular molecular markers of tumor formation and growth in an annotated glioblastoma tissue microarray (TMA). METHODS AND MATERIALS A TMA composed of archived glioblastoma tumors from patients treated with surgery, radiation, and non-TMZ chemother-apy, was provided by RTOG. RAD51, BRCA-1, phosphatase and tensin homolog tumor suppressor gene (PTEN), and miRNA-210 expression levels were assessed using quantitative in situ hybridization and automated quantitative protein analysis. The objectives of this analysis were to determine the association of each biomarker with overall survival (OS), using the Cox proportional hazard model. Event-time distributions were estimated using the Kaplan-Meier method and compared by the log-rank test. RESULTS A cohort of 66 patients was included in this study. Among the 4 biomarkers assessed, only BRCA1 expression had a statistically significant correlation with survival. From univariate analysis, patients with low BRCA1 protein expression showed a favorable outcome for OS (p = 0.04; hazard ratio = 0.56) in comparison with high expressors, with a median survival time of 18.9 versus 4.8 months. CONCLUSIONS BRCA1 protein expression was an important survival predictor in our cohort of glioblastoma patients. This result may imply that low BRCA1 in the tumor and the consequent low level of DNA repair cause vulnerability of the cancer cells to treatment.
Collapse
Affiliation(s)
- Maria Vassilakopoulou
- Department of Pathology, Yale University, New Haven, Connecticut, USA, .,Department of Medical Oncology, University of Crete, Heraklion, Greece,
| | - Minhee Won
- NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania, USA
| | - Walter J Curran
- Department of Radiation Oncology, Winship Cancer Institute, Emory University, Atlanta, Georgia, USA
| | - Luis Souhami
- Department of Radiation Oncology, McGill University, Montréal, Québec, Canada
| | - Michael D Prados
- Department of Neurological Surgery, University of California, San Francisco, California, USA
| | - Corey J Langer
- Division of Hematology Oncology, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - David L Rimm
- Department of Pathology, Yale University, New Haven, Connecticut, USA
| | - Jason A Hanna
- Department of Pathology, Yale University, New Haven, Connecticut, USA.,Department of Biological Sciences and Center for Cancer Research, Purdue University, West Lafayette, Indiana, USA
| | - Veronique M Neumeister
- Department of Pathology, Yale University, New Haven, Connecticut, USA.,Akoya Biosciences, Hopkinton, Massachusetts, USA
| | - Edward Melian
- Department of Radiation Oncology, Loyola University Medical Center, Maywood, Illinois, USA
| | - Aidnag Z Diaz
- Department of Radiation Oncology, Rush University Medical Center, Chicago, Illinois, USA
| | - James N Atkins
- Southeast Cancer Consortium-Upstate NCORP, Winston-Salem, North Carolina, USA
| | - Lydia T Komarnicky
- Department of Radiation Oncology, Drexel University School of Medicine, Philadelphia, Pennsylvania, USA
| | - Christopher J Schultz
- Department of Radiation Oncology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA
| | - Steven P Howard
- Department of Human Oncology, University of Wisconsin Hospital, Madison, Wisconsin, USA
| | - Peixin Zhang
- NRG Oncology Statistics and Data Management Center, Philadelphia, Pennsylvania, USA
| | - Adam P Dicker
- Department of Radiation Oncology, Thomas Jefferson University, Philadelphia, Pennsylvania, USA
| | - Jonathan P S Knisely
- Department of Radiation Oncology, Weill Cornell Medicine, New York, New York, USA
| |
Collapse
|
2
|
Duvvuri U, George J, Kim S, Alvarado D, Neumeister VM, Chenna A, Gedrich R, Hawthorne T, LaVallee T, Grandis JR, Bauman JE. Molecular and Clinical Activity of CDX-3379, an Anti-ErbB3 Monoclonal Antibody, in Head and Neck Squamous Cell Carcinoma Patients. Clin Cancer Res 2019; 25:5752-5758. [PMID: 31308059 DOI: 10.1158/1078-0432.ccr-18-3453] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/30/2018] [Revised: 03/12/2019] [Accepted: 07/11/2019] [Indexed: 12/21/2022]
Abstract
PURPOSE ErbB3 and its ligand neuregulin-1 (NRG1) are widely expressed in head and neck squamous cell carcinoma (HNSCC) and associated with tumor progression. A "window-of-opportunity" study (NCT02473731) was conducted to evaluate the pharmacodynamic effects of CDX-3379, an anti-ErbB3 mAb, in patients with HNSCC. PATIENTS AND METHODS Twelve patients with newly diagnosed, operable HNSCC received two infusions of CDX-3379 (1,000 mg) at a 2-week interval prior to tumor resection. The primary study objective was to achieve ≥50% reduction in tumor ErbB3 signaling (phosphorylation of ErbB3; pErbB3) in ≥30% of patients. Other potential tumor biomarkers, pharmacokinetics, safety, and tumor measurements were also assessed. RESULTS pErbB3 was detectable in all tumors prior to treatment and decreased for 10 of 12 (83%) patients following CDX-3379 dosing, with ≥50% reduction in 7 of 12 (58%; P = 0.04; 95% confidence interval, 27.7%-84.8%). Target trough CDX-3379 serum levels were achieved in all patients. CDX-3379 treatment-related toxicity was grade 1-2 and included diarrhea, fatigue, and acneiform dermatitis. Five of 12 (42%) patients had shrinkage in tumor burden, including a marked clinical response in a patient with human papillomavirus-negative oral cavity HNSCC. All patients with tumor shrinkage had tumors that expressed both NRG1 and ErbB3 and demonstrated reduced pErbB3 with CDX-3379 treatment. CONCLUSIONS This study demonstrates that CDX-3379 can inhibit tumor ErbB3 phosphorylation in HNSCC. CDX-3379 was well tolerated and associated with measurable tumor regression. A phase II study (NCT03254927) has been initiated to evaluate CDX-3379 in combination with cetuximab for patients with advanced HNSCC.
Collapse
Affiliation(s)
- Umamaheswar Duvvuri
- Department of Otolaryngology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania.
| | - Jonathan George
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, California
| | - Seungwon Kim
- Department of Otolaryngology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania
| | | | | | - Ahmed Chenna
- Monogram Biosciences, Laboratory Corporation of America Holdings, South San Francisco, California
| | | | | | | | - Jennifer R Grandis
- Department of Otolaryngology - Head and Neck Surgery, University of California San Francisco, San Francisco, California
| | - Julie E Bauman
- Department of Medicine, Division of Hematology/Oncology, University of Arizona Cancer Center, Tucson, Arizona
| |
Collapse
|
3
|
Abstract
Purpose of Review Precision medicine promises patient tailored, individualized diagnosis and treatment of diseases and relies on clinical specimen integrity and accuracy of companion diagnostic testing. Therefore, pre-analytics, which are defined as the collection, processing, and storage of clinical specimens, are critically important to enable optimal diagnostics, molecular profiling, and clinical decision-making around harvested specimens. This review article discusses the impact of tumor pre-analytics on molecular pathology focusing on biospecimen protein expression and analysis. Recent Findings Due to busy clinical schedules and workflows that have been established for many years and to lack of standardization and limited assessment tools to quantify variability in pre-analytical processing, the effects of pre-analytics on biospecimen integrity are often overlooked. Several studies have recently emphasized an emerging crisis in science and reproducibility of results. Summary Biomarker instability due to pre-analytical variables affects comprehensive analysis and molecular phenotyping of patients’ tissue. This problematic emphasizes the critical need for standardized protocols and technologies to be applied in the clinical and research setting.
Collapse
Affiliation(s)
| | - Hartmut Juhl
- Indivumed, GmbH, Falkenried 88, D-20251 Hamburg, Germany
| |
Collapse
|
4
|
Alvarado D, Ligon GF, Lillquist JS, Seibel SB, Wallweber G, Neumeister VM, Rimm DL, McMahon G, LaVallee TM. ErbB activation signatures as potential biomarkers for anti-ErbB3 treatment in HNSCC. PLoS One 2017; 12:e0181356. [PMID: 28723928 PMCID: PMC5517012 DOI: 10.1371/journal.pone.0181356] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2017] [Accepted: 06/29/2017] [Indexed: 12/22/2022] Open
Abstract
Head and neck squamous cell carcinoma (HNSCC) accounts for 3–5% of all tumor types and remains an unmet medical need with only two targeted therapies approved to date. ErbB3 (HER3), the kinase-impaired member of the EGFR/ErbB family, has been implicated as a disease driver in a number of solid tumors, including a subset of HNSCC. Here we show that the molecular components required for ErbB3 activation, including its ligand neuregulin-1 (NRG1), are highly prevalent in HNSCC and that HER2, but not EGFR, is the major activating ErbB3 kinase partner. We demonstrate that cetuximab treatment primarily inhibits the ERK signaling pathway and KTN3379, an anti-ErbB3 monoclonal antibody, inhibits the AKT signaling pathway, and that dual ErbB receptor inhibition results in enhanced anti-tumor activity in HNSCC models. Surprisingly, we found that while NRG1 is required for ErbB3 activation, it was not sufficient to fully predict for KTN3379 activity. An evaluation of HNSCC patient samples demonstrated that NRG1 expression was significantly associated with expression of the EGFR ligands amphiregulin (AREG) and transforming growth factor α (TGFα). Furthermore, NRG1-positive HNSCC cell lines that secreted high levels of AREG and TGFα or contained high levels of EGFR homodimers (H11D) demonstrated a better response to KTN3379. Although ErbB3 and EGFR activation are uncoupled at the receptor level, their respective signaling pathways are linked through co-expression of their respective ligands. We propose that NRG1 expression and EGFR activation signatures may enrich for improved efficacy of anti-ErbB3 therapeutic mAb approaches when combined with EGFR-targeting therapies in HNSCC.
Collapse
Affiliation(s)
- Diego Alvarado
- Kolltan Pharmaceuticals., New Haven, Connecticut, United States of America
- * E-mail:
| | - Gwenda F. Ligon
- Kolltan Pharmaceuticals., New Haven, Connecticut, United States of America
| | - Jay S. Lillquist
- Kolltan Pharmaceuticals., New Haven, Connecticut, United States of America
| | - Scott B. Seibel
- Kolltan Pharmaceuticals., New Haven, Connecticut, United States of America
| | - Gerald Wallweber
- Monogram Biosciences, Laboratory Corporation of America® Holdings, South San Francisco, California, United States of America
| | - Veronique M. Neumeister
- Yale Pathology Tissue Services, Yale University, New Haven, Connecticut, United States of America
| | - David L. Rimm
- Yale Pathology Tissue Services, Yale University, New Haven, Connecticut, United States of America
| | - Gerald McMahon
- Kolltan Pharmaceuticals., New Haven, Connecticut, United States of America
| | | |
Collapse
|
5
|
Smithy JW, Moore LM, Pelekanou V, Rehman J, Gaule P, Wong PF, Neumeister VM, Sznol M, Kluger HM, Rimm DL. Nuclear IRF-1 expression as a mechanism to assess "Capability" to express PD-L1 and response to PD-1 therapy in metastatic melanoma. J Immunother Cancer 2017; 5:25. [PMID: 28331615 PMCID: PMC5359951 DOI: 10.1186/s40425-017-0229-2] [Citation(s) in RCA: 25] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Accepted: 02/17/2017] [Indexed: 12/12/2022] Open
Abstract
Background Predictive biomarkers for antibodies against programmed death 1 (PD-1) remain a major unmet need in metastatic melanoma. Specifically, response is seen in tumors that do not express programmed death ligand 1 (PD-L1), highlighting the need for a more sensitive biomarker. We hypothesize that capacity to express PD-L1, as assessed by an assay for a PD-L1 transcription factor, interferon regulatory factor 1 (IRF-1), may better distinguish patients likely to benefit from anti-PD-1 immunotherapy. Methods Samples from 47 melanoma patients that received nivolumab, pembrolizumab, or combination ipilimumab/nivolumab at Yale New Haven Hospital from May 2013 to March 2016 were collected. Expression of IRF-1 and PD-L1 in archival pre-treatment formalin-fixed, paraffin-embedded tumor samples were assessed by the AQUA method of quantitative immunofluorescence. Objective radiographic response (ORR) and progression-free survival (PFS) were assessed using modified RECIST v1.1 criteria. Results Nuclear IRF-1 expression was higher in patients with partial or complete response (PR/CR) than in patients with stable or progressive disease (SD/PD) (p = 0.044). There was an insignificant trend toward higher PD-L1 expression in patients with PR/CR (p = 0.085). PFS was higher in the IRF-1-high group than the IRF-1-low group (p = 0.017), while PD-L1 expression had no effect on PFS (p = 0.83). In a subset analysis, a strong association with PFS is seen in patients treated with combination ipilimumab and nivolumab (p = 0.0051). Conclusions As a measure of PD-L1 expression capability, IRF-1 expression may be a more valuable predictive biomarker for anti-PD-1 therapy than PD-L1 itself. Electronic supplementary material The online version of this article (doi:10.1186/s40425-017-0229-2) contains supplementary material, which is available to authorized users.
Collapse
Affiliation(s)
- James W Smithy
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Lauren M Moore
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Vasiliki Pelekanou
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Jamaal Rehman
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Patricia Gaule
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Pok Fai Wong
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Veronique M Neumeister
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA
| | - Mario Sznol
- Section of Medical Oncology, Yale School of Medicine, New Haven, CT USA
| | - Harriet M Kluger
- Section of Medical Oncology, Yale School of Medicine, New Haven, CT USA
| | - David L Rimm
- Department of Pathology, BML116 Yale School of Medicine, 310 Cedar Street, PO Box 208023, 06520 New Haven, CT USA.,Section of Medical Oncology, Yale School of Medicine, New Haven, CT USA
| |
Collapse
|
6
|
Neumeister VM, Yan SS, McGuire JA, Carvajal DE, Prasad ML, Rimm DL. Abstract P4-09-22: Quantitative immuno-fluorescent evaluation of Her2 expression levels in a prospectively collected cohort of breast cancer cases: Comparison to conventional IHC scoring and FISH. Cancer Res 2016. [DOI: 10.1158/1538-7445.sabcs15-p4-09-22] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: According to the 2013 guidelines breast cancers are defined as Her2 positive if there is evidence of protein expression in at least 10% of tumor cells by IHC and/or gene amplification by FISH. Nevertheless, there are still IHC 2+ and FISH equivocal breast cancers resulting in repeat testing. It is also known that not all Her2 positive breast cancers respond to Trastuzumab, while up to 8% of Her2 "negative" classified patients benefit from Her2 targeting regimens. Toward the goal of generating a more accurate test, we report in situ quantification of Her2 protein levels on a prospectively collected cohort of breast cancers and comparison to conventional IHC and FISH evaluation.
Materials and Methods: A prospectively designed study was initiated at Yale University, comparing quantitative, in situ measurement of Her2 protein levels with conventional IHC and FISH evaluation. All breast cancer specimens were analyzed by IHC and FISH in our routine clinical laboratory, read and signed out by the breast pathologists. Serial sections were then stained and quantified for Her2 expression levels using the AQUA method of quantitative immunofluorescence (QIF). Data for all assays were obtained on 120 samples over a period of 6 months. Staining was performed using the DAKO Herceptest and the Epitomics EP3 Her2 antibody for IHC, the DAKO rabbit polyclonal antibody for QIF. The 30 highest cases were then retested for QIF and IHC using the Biocare c-erbB-2 [CB11] antibody. Each staining run included an index tissue microarray (TMA) consisting of 80 cases, cell lines and normal tissue for quality control, assay reproducibility and threshold definition of AQUA scores correlated to HER2 over expression and amplification.
Results: Out of 120 specimens analyzed for HER2, 13 were diagnosed as IHC 2+/3+, FISH amplified, 1 case had an equivocal score, 14 cases were IHC 2+/non amplified, 2 cases IHC 1+/FISH amplified and 89 specimens IHC 0/1+ non amplified. The continuous AQUA scores for Her2 expression of the samples significantly correlate with traditional clinical Her2 scoring. However, 5 IHC 0/1+, non amplified cases revealed high AQUA scores in the range of HER2 overexpression/amplification. Repeat testing of these by both QIF and IHC showed reproducibility of the results. AQUA scores of one IHC 3+/amplified sample were lower than the threshold of HER2 overexpression/amplification.
Conclusions: QIF measurement of HER2 protein levels in a prospectively collected cohort of 120 breast cancer specimens reveals significant association between continuous HER2 protein levels and the ordinal conventional scoring system. However, five discordant cases that were above the threshold for HER2 protein by QIF, were classified as negative by conventional methods. Given the accuracy and reproducibility of the QIF test, it raises the possibility that some of these patients might benefit from HER2 targeted therapy. In summary, while continuous scoring of HER2 protein correlates well with conventional methods, it identifies a subset of patients that are discordant with current methods. Further comparative studies in a patient cohort with response to targeted therapy need to be evaluated.
Citation Format: Neumeister VM, Yan SS, McGuire JA, Carvajal DE, Prasad ML, Rimm DL. Quantitative immuno-fluorescent evaluation of Her2 expression levels in a prospectively collected cohort of breast cancer cases: Comparison to conventional IHC scoring and FISH. [abstract]. In: Proceedings of the Thirty-Eighth Annual CTRC-AACR San Antonio Breast Cancer Symposium: 2015 Dec 8-12; San Antonio, TX. Philadelphia (PA): AACR; Cancer Res 2016;76(4 Suppl):Abstract nr P4-09-22.
Collapse
Affiliation(s)
| | - SS Yan
- Yale University, School of Medicine, New Haven, CT
| | - JA McGuire
- Yale University, School of Medicine, New Haven, CT
| | - DE Carvajal
- Yale University, School of Medicine, New Haven, CT
| | - ML Prasad
- Yale University, School of Medicine, New Haven, CT
| | - DL Rimm
- Yale University, School of Medicine, New Haven, CT
| |
Collapse
|
7
|
Vassilakopoulou M, Parisi F, Siddiqui S, England AM, Zarella ER, Anagnostou V, Kluger Y, Hicks DG, Rimm DL, Neumeister VM. Preanalytical variables and phosphoepitope expression in FFPE tissue: quantitative epitope assessment after variable cold ischemic time. J Transl Med 2015; 95:334-41. [PMID: 25418580 DOI: 10.1038/labinvest.2014.139] [Citation(s) in RCA: 44] [Impact Index Per Article: 4.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2014] [Revised: 10/01/2014] [Accepted: 10/02/2014] [Indexed: 11/09/2022] Open
Abstract
Individualized targeted therapies for cancer patients require accurate and reproducible assessment of biomarkers to be able to plan treatment accordingly. Recent studies have shown highly variable effects of preanalytical variables on gene expression profiling and protein levels of different tissue types. Several publications have described protein degradation of tissue samples as a direct result of delay of formalin fixation of the tissue. Phosphorylated proteins are more labile and epitope degradation can happen within 30 min of cold ischemic time. To address this issue, we evaluated the change in antigenicity of a series of phosphoproteins in paraffin-embedded samples from breast tumors as a function of time to formalin fixation. A tissue microarray consisting of 93 breast cancer specimens with documented time-to-fixation was used to evaluate changes in antigenicity of 12 phosphoepitopes frequently used in research settings as a function of cold ischemic time. Analysis was performed in a quantitative manner using the AQUA technology for quantitative immunofluorescence. For each marker, least squares univariate linear regression was performed and confidence intervals were computed using bootstrapping. The majority of the epitopes tested revealed changes in expression levels with increasing time to formalin fixation. Some phosphorylated proteins, such as phospho-HSP27 and phospho-S6 RP, involved in post-translational modification and stress response pathways increased in expression or phosphorylation levels. Others (like phospho-AKT, phosphor-ERK1/2, phospho-Tyrosine, phospho-MET, and others) are quite labile and loss of antigenicity can be reported within 1-2 h of cold ischemic time. Therefore specimen collection should be closely monitored and subjected to quality control measures to ensure accurate measurement of these epitopes. However, a few phosphoepitopes (like phospho-JAK2 and phospho-ER) are sufficiently robust for routine usage in companion diagnostic testing.
Collapse
Affiliation(s)
| | - Fabio Parisi
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Summar Siddiqui
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Allison M England
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Elizabeth R Zarella
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Valsamo Anagnostou
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - Yuval Kluger
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | - David G Hicks
- Department of Pathology, School of Medicine, University of Rochester, Rochester, NY, USA
| | - David L Rimm
- Department of Pathology, School of Medicine, Yale University, New Haven, CT, USA
| | | |
Collapse
|
8
|
Vassilakopoulou M, Togun T, Dafni U, Cheng H, Bordeaux J, Neumeister VM, Bobos M, Pentheroudakis G, Skarlos DV, Pectasides D, Kotoula V, Fountzilas G, Rimm DL, Psyrri A. In situ quantitative measurement of HER2mRNA predicts benefit from trastuzumab-containing chemotherapy in a cohort of metastatic breast cancer patients. PLoS One 2014; 9:e99131. [PMID: 24968015 PMCID: PMC4072595 DOI: 10.1371/journal.pone.0099131] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/02/2014] [Accepted: 05/11/2014] [Indexed: 12/04/2022] Open
Abstract
Background We sought to determine the predictive value of in situ mRNA measurement compared to traditional methods on a cohort of trastuzumab-treated metastatic breast cancer patients. Methods A tissue microarray composed of 149, classified as HER2-positive, metastatic breast cancers treated with various trastuzumab-containing chemotherapy regimens was constructed. HER2 intracellular domain(ICD), HER2 extracellular domain(ECD) and HER2 mRNA were assessed using AQUA. For HER2 protein evaluation, CB11 was used to measure ICD and SP3 to measure ECD of the HER2 receptor. In addition, HER2 mRNA status was assessed using RNAscope assay ERRB2 probe. Kaplan – Meier estimates were used for depicting time-to-event endpoints. Multivariate Cox regression models with backward elimination were used to assess the performance of markers as predictors of TTP and OS, after adjusting for important covariates. Results HER2 mRNA was correlated with ICD HER2, as measured by CB11 HER2, with ECD HER2 as measured by SP3 (Pearson’s Correlation Coefficient, r = 0.66 and 0.51 respectively) and with FISH HER2 (Spearman’s Correlation Coefficient, r = 0.75). All markers, HER2 mRNA, ICD HER2 and ECD HER2, along with FISH HER2, were found prognostic for OS (Log-rank p = 0.007, 0.005, 0.009 and 0.043 respectively), and except for FISH HER2, they were also prognostic for TTP Log-rank p = 0.036, 0.068 and 0.066 respectively) in this trastuzumab- treated cohort. Multivariate analysis showed that in the presence of pre-specified set of prognostic factors, among all biomarkers only ECD HER2, as measured by SP3, is strong prognostic factor for both TTP (HR = 0.54, 95% CI: 0.31–0.93, p = 0.027) and OS (HR = 0.39, 95%CI: 0.22–0.70, p = 0.002). Conclusions The expression of HER2 ICD and ECD as well as HER2 mRNA levels was significantly associated with TTP and OS in this trastuzumab-treated metastatic cohort. In situ assessment of HER2 mRNA has the potential to identify breast cancer patients who derive benefit from Trastuzumab treatment.
Collapse
Affiliation(s)
- Maria Vassilakopoulou
- Yale University, School of Medicine, Department of Pathology, New Haven, Connecticut, United States of America
| | - Taiwo Togun
- Yale University, School of Public Health, Department of Biostatistics, New Haven, Connecticut, United States of America
| | - Urania Dafni
- Laboratory of Biostatistics, University of Athens School of Nursing, Athens, Greece
| | - Huan Cheng
- Yale University, School of Medicine, Department of Pathology, New Haven, Connecticut, United States of America
| | - Jennifer Bordeaux
- Yale University, School of Medicine, Department of Pathology, New Haven, Connecticut, United States of America
| | - Veronique M. Neumeister
- Yale University, School of Medicine, Department of Pathology, New Haven, Connecticut, United States of America
| | - Mattheos Bobos
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
| | | | | | - Dimitrios Pectasides
- Oncology Section, Second Department of Internal Medicine, “Hippokration” Hospital, Athens, Greece
| | - Vassiliki Kotoula
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
- Department of Pathology, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
| | - George Fountzilas
- Laboratory of Molecular Oncology, Hellenic Foundation for Cancer Research, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
- Department of Medical Oncology, “Papageorgiou” Hospital, Aristotle University of Thessaloniki School of Medicine, Thessaloniki, Greece
| | - David L. Rimm
- Yale University, School of Medicine, Department of Pathology, New Haven, Connecticut, United States of America
| | - Amanda Psyrri
- Division of Oncology, Second Department of Internal Medicine, University of Athens School of Medicine, Attikon University Hospital, Athens, Greece
- * E-mail:
| |
Collapse
|
9
|
Abstract
Biospecimen science has recognized the importance of tissue quality for accurate molecular and biomarker analysis and efforts are made to standardize tissue procurement, processing and storage conditions of tissue samples. At the same time the field has emphasized the lack of standardization of processes between different laboratories, the variability inherent in the analytical phase and the lack of control over the pre-analytical phase of tissue processing. The problem extends back into tissue samples in biorepositories, which are often decades old and where documentation about tissue processing might not be available. This review highlights pre-analytical variations in tissue handling, processing, fixation and storage and emphasizes the effects of these variables on nucleic acids and proteins in harvested tissue. Finally current tools for quality control regarding molecular or biomarker analysis are summarized and discussed.
Collapse
Affiliation(s)
- Veronique M Neumeister
- Department of Pathology, Yale University School of Medicine, 310 Cedar Street, LMP101, New Haven, CT 06520, USA.
| |
Collapse
|
10
|
Neumeister VM, Anagnostou V, Siddiqui S, England AM, Zarrella ER, Vassilakopoulou M, Parisi F, Kluger Y, Hicks DG, Rimm DL. Quantitative assessment of effect of preanalytic cold ischemic time on protein expression in breast cancer tissues. J Natl Cancer Inst 2012; 104:1815-24. [PMID: 23090068 DOI: 10.1093/jnci/djs438] [Citation(s) in RCA: 89] [Impact Index Per Article: 7.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Companion diagnostic tests can depend on accurate measurement of protein expression in tissues. Preanalytic variables, especially cold ischemic time (time from tissue removal to fixation in formalin) can affect the measurement and may cause false-negative results. We examined 23 proteins, including four commonly used breast cancer biomarker proteins, to quantify their sensitivity to cold ischemia in breast cancer tissues. METHODS A series of 93 breast cancer specimens with known time-to-fixation represented in a tissue microarray and a second series of 25 matched pairs of core needle biopsies and breast cancer resections were used to evaluate changes in antigenicity as a function of cold ischemic time. Estrogen receptor (ER), progesterone receptor (PgR), HER2 or Ki67, and 19 other antigens were tested. Each antigen was measured using the AQUA method of quantitative immunofluorescence on at least one series. All statistical tests were two-sided. RESULTS We found no evidence for loss of antigenicity with time-to-fixation for ER, PgR, HER2, or Ki67 in a 4-hour time window. However, with a bootstrapping analysis, we observed a trend toward loss for ER and PgR, a statistically significant loss of antigenicity for phosphorylated tyrosine (P = .0048), and trends toward loss for other proteins. There was evidence of increased antigenicity in acetylated lysine, AKAP13 (P = .009), and HIF1A (P = .046), which are proteins known to be expressed in conditions of hypoxia. The loss of antigenicity for phosphorylated tyrosine and increase in expression of AKAP13, and HIF1A were confirmed in the biopsy/resection series. CONCLUSIONS Key breast cancer biomarkers show no evidence of loss of antigenicity, although this dataset assesses the relatively short time beyond the 1-hour limit in recent guidelines. Other proteins show changes in antigenicity in both directions. Future studies that extend the time range and normalize for heterogeneity will provide more comprehensive information on preanalytic variation due to cold ischemic time.
Collapse
Affiliation(s)
- Veronique M Neumeister
- Department of Pathology, BML Rm 116, Yale University School of Medicine, 310 Cedar St, New Haven, CT 06520-8023, USA
| | | | | | | | | | | | | | | | | | | |
Collapse
|
11
|
Neumeister VM, Lostritto K, Siddiqui S, Anagnostou V, Vassilakopoulou M, Zarrella EA, Molinaro AM, Hicks DG, Rimm DL. P1-07-03: Preanalytical Variables Affect Protein Expression in Formalin Fixed Paraffin Embedded Tissue – Assessment of Intrinsic Controls To Define Tissue Quality for Immunohistochemical Analysis. Cancer Res 2011. [DOI: 10.1158/0008-5472.sabcs11-p1-07-03] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Abstract
Background: Recently it has been shown that biospecimen handling and pre-analytical variables can dramatically affect biomarker assays of protein expression in tumor tissue. Phospho-proteins and even labile unmodified proteins have been suggested to show significant loss of expression due to prolonged time to formalin fixation. Here we assess 4 clinically relevant proteins (ER, PR, HER2 and Ki67) and 20 other proteins for changes as a function to the key preanalytic variables of ischemic time. The ultimate goal of our effort is to find a method to monitor the degradative effect of these variables by construction of a Tissue Quality Index (TQI).
Materials and Methods: Two different breast cancer cohorts were used in order to analyze the biomarkers and their change according to time to formalin fixation. The first cohort consists of 93 breast cancer specimens in 2 fold redundancy on a TMA with cell lines and controls. The time to formalin fixation for each breast cancer specimen was recorded and ranges from 25 to 415 minutes. The second cohort consists of 25 matched pairs of breast cancer biopsies and resections. The time to formalin fixation for the biopsies is minimal while the time to fixation for the resections, though not recorded, averages between 1 and 3 hours. Protein expression was measured using the AQUA method of quantitative immunofluorescence.
Results: ER alpha, PR, HER2 and Ki67 were each analyzed on the time to fixation array with 2 different antibodies commonly used in the clinical setting. Correlation of AQUA scores of these markers with time to formalin fixation revealed a trend towards loss of protein expression as a linear function of time to fixation without reaching statistical significance. Analysis of these 4 proteins on the matched pairs of biopsies and resections showed that tumor heterogeneity predominated over the effects of ischemic time. Toward identification of markers for a TQI, 20 biomarkers were analyzed on the time to fixation array. Both HIF1alpha and AKAP13 show a significant increase as a function of time to fixation, whereas pMAPK, histone 4 and pTyrosine 4G10 revealed a significant loss of expression. These trends were confirmed in the matched pair validation set with the execption of histone 4. A TQI is being built from these variables.
Conclusions: Ischemic time is a critical pre-analytical variable that impacts measurement of protein expression in tumor tissue. The 4 standard markers used clinically in breast cancer appear to show only moderate effects that appear less critical to measurement accuracy than the issue of tumor heterogeneity. We identified 4 proteins which show a significant change with increasing time to formalin fixation and should allow construction of a TQI for assessment of pre-analytic antigenic degradation.
Citation Information: Cancer Res 2011;71(24 Suppl):Abstract nr P1-07-03.
Collapse
Affiliation(s)
- VM Neumeister
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - K Lostritto
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - S Siddiqui
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - V Anagnostou
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - M Vassilakopoulou
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - EA Zarrella
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - AM Molinaro
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - DG Hicks
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| | - DL Rimm
- 1Yale University School of Medicine, New Haven, CT; Rochester University, School of Medicine, Rochester, NY
| |
Collapse
|