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Prognostic Value of GPNMB, EGFR, p-PI3K, and Ki-67 in Patients with Esophageal Squamous Cell Carcinoma. Anal Cell Pathol (Amst) 2022; 2022:9303081. [PMID: 36090016 PMCID: PMC9452951 DOI: 10.1155/2022/9303081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Revised: 07/25/2022] [Accepted: 08/05/2022] [Indexed: 11/18/2022] Open
Abstract
Background. GPNMB is a newly discovered tumour-promoting factor that may promote tumour cell progression by activating the PI3K/AKT pathway by EGFR. However, there are insufficient studies about GPNMB in ESCC. This study investigated the relationship between GPNMB and EGFR/PI3K pathway genes in ESCC. Methods. The expression levels of GPNMB, EGFR, p-PI3K, and Ki-67 were examined using immunohistochemistry. Statistical analysis was done by SPSS 22.0 and R. Results. GPNMB mRNA expression is higher in ESCC compared with paracancerous tissues. The expression of EGFR, PIK3CA, PIK3CB, and AKT1 was increased in GPNMB upregulated samples. GPNMB expression was positively correlated with EGFR, p-PI3K, and Ki-67 expression. GPNMB was expressed higher in the AJCC III stage, lymph node metastasis, and moderately poorly differentiated patients. EGFR was higher expressed in patients with vascular invasion; p-PI3K expression in Kazak was higher than that in Han; Ki-67 expression was higher in
. Patients with high expression of GPNMB, p-PI3K, and Ki-67 had worse OS. p-PI3K, Ki-67, nerve invasion, and lymphatic metastasis were independent risk factors, and postoperative adjuvant therapy was a protective factor in ESCC. Conclusion. As a tumour-promoting factor, GPNMB is expected to be a potential target for ESCC.
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2
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Johansson A, Yiu-Lin Yu N, Iftimi A, Tobin NP, Van't Veer L, Nordenskjöld B, Benz CC, Fornander T, Perez-Tenorio G, Stål O, Esserman LJ, Yau C, Lindström LS. Clinical and Molecular Characteristics of ER-Positive Ultralow Risk Breast Cancer Tumors Identified by the 70-Gene Signature. Int J Cancer 2022; 150:2072-2082. [PMID: 35179782 PMCID: PMC9083187 DOI: 10.1002/ijc.33969] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 01/14/2022] [Accepted: 01/20/2022] [Indexed: 11/09/2022]
Abstract
The metastatic potential of estrogen receptor (ER)-positive breast cancers is heterogenous and distant recurrences occur months to decades after primary diagnosis. We have previously shown that patients with tumors classified as ultralow risk by the 70-gene signature have a minimal long-term risk of fatal breast cancer. Here, we evaluate the previously unexplored underlying clinical and molecular characteristics of ultralow risk tumors in 538 ER-positive patients from the Stockholm tamoxifen randomized trial (STO-3). Out of the 98 ultralow risk tumors, 89% were luminal A molecular subtype, whereas 26% of luminal A tumors were of ultralow risk. Compared with other ER-positive tumors, ultralow risk tumors were significantly (Fisher's test, P<0.05) more likely to be of smaller tumor size, lower grade, progesterone receptor (PR)-positive, human epidermal growth factor 2 (HER2)-negative and have low Ki-67 levels (proliferation-marker). Moreover, ultralow risk tumors showed significantly lower expression scores of multi-gene modules associated with the AKT/mTOR-pathway, proliferation (AURKA), HER2/ERBB2-signaling, IGF1-pathway, PTEN-loss, and immune response (IMMUNE1 and IMMUNE2), and higher expression scores of the PIK3CA-mutation-associated module. Furthermore, 706 genes were significantly (FDR<0.001) differentially expressed in ultralow risk tumors, including lower expression of genes involved in immune response, PI3K/Akt/mTOR-pathway, histones, cell cycle, DNA repair, apoptosis, and higher expression of genes coding for epithelial-to-mesenchymal transition, and homeobox proteins, among others. In conclusion, ultralow risk tumors, associated with minimal long-term risk of fatal disease, differ from other ER-positive tumors, including luminal A molecular subtype tumors. Identification of these characteristics is important to improve our prediction of non-fatal versus fatal breast cancer. This article is protected by copyright. All rights reserved.
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Affiliation(s)
- Annelie Johansson
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Nancy Yiu-Lin Yu
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
| | - Adina Iftimi
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
| | - Nicholas P Tobin
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Laura Van't Veer
- Department of Laboratory Medicine, University of California San Francisco, 94115, San Francisco, California, United States.,Department of Pathology, University of California San Francisco, 94115, San Francisco, California, United States
| | - Bo Nordenskjöld
- Department of Biomedical and Clinical Sciences and Department of Oncology, Linköping University, Linköping
| | - Christopher C Benz
- Department of Medicine, University of California San Francisco, 94115, San Francisco, California, United States.,Buck Institute for Research on Aging, 94945, Novato, California, United States
| | - Tommy Fornander
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Gizeh Perez-Tenorio
- Department of Biomedical and Clinical Sciences and Department of Oncology, Linköping University, Linköping
| | - Olle Stål
- Department of Biomedical and Clinical Sciences and Department of Oncology, Linköping University, Linköping
| | - Laura J Esserman
- Department of Surgery, University of California San Francisco, 94115, San Francisco, California, United States
| | - Christina Yau
- Buck Institute for Research on Aging, 94945, Novato, California, United States.,Department of Surgery, University of California San Francisco, 94115, San Francisco, California, United States
| | - Linda S Lindström
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
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3
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Dar H, Johansson A, Nordenskjöld A, Iftimi A, Yau C, Perez-Tenorio G, Benz C, Nordenskjöld B, Stål O, Esserman LJ, Fornander T, Lindström LS. Assessment of 25-Year Survival of Women With Estrogen Receptor-Positive/ERBB2-Negative Breast Cancer Treated With and Without Tamoxifen Therapy: A Secondary Analysis of Data From the Stockholm Tamoxifen Randomized Clinical Trial. JAMA Netw Open 2021; 4:e2114904. [PMID: 34190995 PMCID: PMC8246315 DOI: 10.1001/jamanetworkopen.2021.14904] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/13/2023] Open
Abstract
IMPORTANCE Clinically used breast cancer markers, such as tumor size, tumor grade, progesterone receptor (PR) status, and Ki-67 status, are known to be associated with short-term survival, but the association of these markers with long-term (25-year) survival is unclear. OBJECTIVE To assess the association of clinically used breast cancer markers with long-term survival and treatment benefit among postmenopausal women with lymph node-negative, estrogen receptor [ER]-positive and ERBB2-negative breast cancer who received tamoxifen therapy. DESIGN, SETTING, AND PARTICIPANTS This study was a secondary analysis of data from a subset of 565 women with ER-positive/ERBB2-negative breast cancer who participated in the Stockholm tamoxifen (STO-3) randomized clinical trial. The STO-3 clinical trial was conducted from 1976 to 1990 and comprised 1780 postmenopausal women with lymph node-negative breast cancer who were randomized to receive adjuvant tamoxifen therapy or no endocrine therapy. Complete 25-year follow-up data through December 31, 2016, were obtained from Swedish national registers. Immunohistochemical markers were reannotated in 2014. Data were analyzed from April to December 2020. INTERVENTIONS Patients in the original STO-3 clinical trial were randomized to receive 2 years of tamoxifen therapy vs no endocrine therapy. In 1983, patients who received tamoxifen therapy without cancer recurrence during the 2-year treatment and who consented to continued participation in the STO-3 study were further randomized to receive 3 additional years of tamoxifen therapy or no endocrine therapy. MAIN OUTCOMES AND MEASURES Distant recurrence-free interval (DRFI) by clinically used breast cancer markers was assessed using Kaplan-Meier and multivariable Cox proportional hazards analyses adjusted for age, period of primary diagnosis, tumor size (T1a and T1b [T1a/b], T1c, and T2), tumor grade (1-3), PR status (positive vs negative), Ki-67 status (low vs medium to high), and STO-3 clinical trial arm (tamoxifen treatment vs no adjuvant treatment). A recursive partitioning analysis was performed to evaluate which markers were able to best estimate long-term DRFI. RESULTS The study population comprised 565 postmenopausal women (mean [SD] age, 62.0 [5.3] years) with lymph node-negative, ER-positive/ERBB2-negative breast cancer. A statistically significant difference in long-term DRFI was observed by tumor size (88% for T1a/b vs 76% for T1c vs 63% for T2 tumors; log-rank P < .001) and tumor grade (81% for grade 1 vs 77% for grade 2 vs 65% for grade 3 tumors; log-rank P = .02) but not by PR status or Ki-67 status. Patients with smaller tumors (hazard ratio [HR], 0.31 [95% CI, 0.17-0.55] for T1a/b tumors and 0.58 [95% CI, 0.38-0.88] for T1c tumors) and grade 1 tumors (HR, 0.48; 95% CI, 0.24-0.95) experienced a significant reduction in the long-term risk of distant recurrence compared with patients with larger (T2) tumors and grade 3 tumors, respectively. A significant tamoxifen treatment benefit was observed among patients with larger tumors (HR, 0.53 [95% CI, 0.32-0.89] for T1c tumors and 0.34 [95% CI, 0.16-0.73] for T2 tumors), lower tumor grades (HR, 0.24 [95% CI, 0.07-0.82] for grade 1 tumors and 0.50 [95% CI, 0.31-0.80] for grade 2 tumors), and PR-positive status (HR, 0.38; 95% CI, 0.24-0.62). The recursive partitioning analysis revealed that tumor size was the most important characteristic associated with long-term survival, followed by clinical trial arm among patients with larger tumors. CONCLUSIONS AND RELEVANCE This secondary analysis of data from the STO-3 clinical trial indicated that, among the selected subgroup of patients, tumor size followed by tumor grade were the markers most significantly associated with long-term survival. Furthermore, a significant long-term tamoxifen treatment benefit was observed among patients with larger tumors, lower tumor grades, and PR-positive tumors.
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Affiliation(s)
- Huma Dar
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Annelie Johansson
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Anna Nordenskjöld
- Department of Oncology, Institute of Clinical Sciences, Sahlgrenska Academy, Gothenburg, Sweden
- Department of Medicine, Southern Älvsborg Hospital, Borås, Sweden
| | - Adina Iftimi
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
| | - Christina Yau
- Department of Surgery, University of California, San Francisco, San Francisco
| | - Gizeh Perez-Tenorio
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Oncology, Linköping University, Linköping, Sweden
| | - Christopher Benz
- Department of Medicine, University of California, San Francisco, San Francisco
| | - Bo Nordenskjöld
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Oncology, Linköping University, Linköping, Sweden
| | - Olle Stål
- Department of Biomedical and Clinical Sciences, Linköping University, Linköping, Sweden
- Department of Oncology, Linköping University, Linköping, Sweden
| | - Laura J. Esserman
- Department of Surgery, University of California, San Francisco, San Francisco
| | - Tommy Fornander
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
| | - Linda S. Lindström
- Department of Oncology and Pathology, Karolinska Institutet and University Hospital, Stockholm, Sweden
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4
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Sood A, Sui Y, McDonough E, Santamaría-Pang A, Al-Kofahi Y, Pang Z, Jahrling PB, Kuhn JH, Ginty F. Comparison of Multiplexed Immunofluorescence Imaging to Chromogenic Immunohistochemistry of Skin Biomarkers in Response to Monkeypox Virus Infection. Viruses 2020; 12:E787. [PMID: 32717786 PMCID: PMC7472296 DOI: 10.3390/v12080787] [Citation(s) in RCA: 19] [Impact Index Per Article: 4.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 07/15/2020] [Accepted: 07/19/2020] [Indexed: 12/17/2022] Open
Abstract
Over the last 15 years, advances in immunofluorescence-imaging based cycling methods, antibody conjugation methods, and automated image processing have facilitated the development of a high-resolution, multiplexed tissue immunofluorescence (MxIF) method with single cell-level quantitation termed Cell DIVETM. Originally developed for fixed oncology samples, here it was evaluated in highly fixed (up to 30 days), archived monkeypox virus-induced inflammatory skin lesions from a retrospective study in 11 rhesus monkeys to determine whether MxIF was comparable to manual H-scoring of chromogenic stains. Six protein markers related to immune and cellular response (CD68, CD3, Hsp70, Hsp90, ERK1/2, ERK1/2 pT202_pY204) were manually quantified (H-scores) by a pathologist from chromogenic IHC double stains on serial sections and compared to MxIF automated single cell quantification of the same markers that were multiplexed on a single tissue section. Overall, there was directional consistency between the H-score and the MxIF results for all markers except phosphorylated ERK1/2 (ERK1/2 pT202_pY204), which showed a decrease in the lesion compared to the adjacent non-lesioned skin by MxIF vs an increase via H-score. Improvements to automated segmentation using machine learning and adding additional cell markers for cell viability are future options for improvement. This method could be useful in infectious disease research as it conserves tissue, provides marker colocalization data on thousands of cells, allowing further cell level data mining as well as a reduction in user bias.
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Affiliation(s)
- Anup Sood
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Yunxia Sui
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Elizabeth McDonough
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Alberto Santamaría-Pang
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Yousef Al-Kofahi
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Zhengyu Pang
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
| | - Peter B. Jahrling
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, B-8200 Research Plaza, Frederick, MD 21702, USA;
| | - Jens H. Kuhn
- Integrated Research Facility at Fort Detrick, National Institute of Allergy and Infectious Diseases, National Institutes of Health, B-8200 Research Plaza, Frederick, MD 21702, USA;
| | - Fiona Ginty
- GE Research, 1 Research Circle, Niskayuna, NY 12309, USA; (A.S.); (Y.S.); (E.M.); (A.S.-P.); (Y.A.-K.); (Z.P.)
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5
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Allison KH, Hammond MEH, Dowsett M, McKernin SE, Carey LA, Fitzgibbons PL, Hayes DF, Lakhani SR, Chavez-MacGregor M, Perlmutter J, Perou CM, Regan MM, Rimm DL, Symmans WF, Torlakovic EE, Varella L, Viale G, Weisberg TF, McShane LM, Wolff AC. Estrogen and Progesterone Receptor Testing in Breast Cancer: American Society of Clinical Oncology/College of American Pathologists Guideline Update. Arch Pathol Lab Med 2020; 144:545-563. [PMID: 31928354 DOI: 10.5858/arpa.2019-0904-sa] [Citation(s) in RCA: 182] [Impact Index Per Article: 45.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
PURPOSE.— To update key recommendations of the American Society of Clinical Oncology/College of American Pathologists estrogen receptor (ER) and progesterone receptor (PgR) testing in breast cancer guideline. METHODS.— A multidisciplinary international Expert Panel was convened to update the clinical practice guideline recommendations informed by a systematic review of the medical literature. RECOMMENDATIONS.— The Expert Panel continues to recommend ER testing of invasive breast cancers by validated immunohistochemistry as the standard for predicting which patients may benefit from endocrine therapy, and no other assays are recommended for this purpose. Breast cancer samples with 1% to 100% of tumor nuclei positive should be interpreted as ER positive. However, the Expert Panel acknowledges that there are limited data on endocrine therapy benefit for cancers with 1% to 10% of cells staining ER positive. Samples with these results should be reported using a new reporting category, ER Low Positive, with a recommended comment. A sample is considered ER negative if < 1% or 0% of tumor cell nuclei are immunoreactive. Additional strategies recommended to promote optimal performance, interpretation, and reporting of cases with an initial low to no ER staining result include establishing a laboratory-specific standard operating procedure describing additional steps used by the laboratory to confirm/adjudicate results. The status of controls should be reported for cases with 0% to 10% staining. Similar principles apply to PgR testing, which is used primarily for prognostic purposes in the setting of an ER-positive cancer. Testing of ductal carcinoma in situ (DCIS) for ER is recommended to determine potential benefit of endocrine therapies to reduce risk of future breast cancer, while testing DCIS for PgR is considered optional. Additional information can be found at www.asco.org/breast-cancer-guidelines .
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Affiliation(s)
| | | | | | | | | | | | | | - Sunil R Lakhani
- University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Brisbane, Queensland, Australia
| | | | | | | | - Meredith M Regan
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Emina E Torlakovic
- Saskatchewan Health Authority, Saskatoon, Saskatchewan, Canada
- University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - Giuseppe Viale
- IEO, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
- University of Milan, Milan, Italy
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6
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Allison KH, Hammond MEH, Dowsett M, McKernin SE, Carey LA, Fitzgibbons PL, Hayes DF, Lakhani SR, Chavez-MacGregor M, Perlmutter J, Perou CM, Regan MM, Rimm DL, Symmans WF, Torlakovic EE, Varella L, Viale G, Weisberg TF, McShane LM, Wolff AC. Estrogen and Progesterone Receptor Testing in Breast Cancer: ASCO/CAP Guideline Update. J Clin Oncol 2020; 38:1346-1366. [PMID: 31928404 DOI: 10.1200/jco.19.02309] [Citation(s) in RCA: 654] [Impact Index Per Article: 163.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/03/2019] [Indexed: 12/13/2022] Open
Abstract
PURPOSE To update key recommendations of the American Society of Clinical Oncology/College of American Pathologists estrogen (ER) and progesterone receptor (PgR) testing in breast cancer guideline. METHODS A multidisciplinary international Expert Panel was convened to update the clinical practice guideline recommendations informed by a systematic review of the medical literature. RECOMMENDATIONS The Expert Panel continues to recommend ER testing of invasive breast cancers by validated immunohistochemistry as the standard for predicting which patients may benefit from endocrine therapy, and no other assays are recommended for this purpose. Breast cancer samples with 1% to 100% of tumor nuclei positive should be interpreted as ER positive. However, the Expert Panel acknowledges that there are limited data on endocrine therapy benefit for cancers with 1% to 10% of cells staining ER positive. Samples with these results should be reported using a new reporting category, ER Low Positive, with a recommended comment. A sample is considered ER negative if < 1% or 0% of tumor cell nuclei are immunoreactive. Additional strategies recommended to promote optimal performance, interpretation, and reporting of cases with an initial low to no ER staining result include establishing a laboratory-specific standard operating procedure describing additional steps used by the laboratory to confirm/adjudicate results. The status of controls should be reported for cases with 0% to 10% staining. Similar principles apply to PgR testing, which is used primarily for prognostic purposes in the setting of an ER-positive cancer. Testing of ductal carcinoma in situ (DCIS) for ER is recommended to determine potential benefit of endocrine therapies to reduce risk of future breast cancer, while testing DCIS for PgR is considered optional. Additional information can be found at www.asco.org/breast-cancer-guidelines.
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Affiliation(s)
| | | | | | | | | | | | | | - Sunil R Lakhani
- University of Queensland, Brisbane, Queensland, Australia
- Pathology Queensland, Brisbane, Queensland, Australia
| | | | | | | | - Meredith M Regan
- Dana-Farber Cancer Institute, Harvard Medical School, Boston, MA
| | | | | | - Emina E Torlakovic
- Saskatchewan Health Authority, Saskatoon, Saskatchewan, Canada
- University of Saskatchewan, Saskatoon, Saskatchewan, Canada
| | | | - Giuseppe Viale
- IEO, European Institute of Oncology, Istituto di Ricovero e Cura a Carattere Scientifico, Milan, Italy
- University of Milan, Milan, Italy
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7
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Lindström LS, Yau C, Czene K, Thompson CK, Hoadley KA, Van't Veer LJ, Balassanian R, Bishop JW, Carpenter PM, Chen YY, Datnow B, Hasteh F, Krings G, Lin F, Zhang Y, Nordenskjöld B, Stål O, Benz CC, Fornander T, Borowsky AD, Esserman LJ. Intratumor Heterogeneity of the Estrogen Receptor and the Long-term Risk of Fatal Breast Cancer. J Natl Cancer Inst 2019; 110:726-733. [PMID: 29361175 PMCID: PMC6037086 DOI: 10.1093/jnci/djx270] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2017] [Accepted: 11/22/2017] [Indexed: 01/11/2023] Open
Abstract
Background Breast cancer patients with estrogen receptor (ER)–positive disease have a continuous long-term risk for fatal breast cancer, but the biological factors influencing this risk are unknown. We aimed to determine whether high intratumor heterogeneity of ER predicts an increased long-term risk (25 years) of fatal breast cancer. Methods The STO-3 trial enrolled 1780 postmenopausal lymph node–negative breast cancer patients randomly assigned to receive adjuvant tamoxifen vs not. The fraction of cancer cells for each ER intensity level was scored by breast cancer pathologists, and intratumor heterogeneity of ER was calculated using Rao’s quadratic entropy and categorized into high and low heterogeneity using a predefined cutoff at the second tertile (67%). Long-term breast cancer-specific survival analyses by intra-tumor heterogeneity of ER were performed using Kaplan-Meier and multivariable Cox proportional hazard modeling adjusting for patient and tumor characteristics. Results A statistically significant difference in long-term survival by high vs low intratumor heterogeneity of ER was seen for all ER-positive patients (P < .001) and for patients with luminal A subtype tumors (P = .01). In multivariable analyses, patients with high intratumor heterogeneity of ER had a twofold increased long-term risk as compared with patients with low intratumor heterogeneity (ER-positive: hazard ratio [HR] = 1.98, 95% confidence interval [CI] = 1.31 to 3.00; luminal A subtype tumors: HR = 2.43, 95% CI = 1.18 to 4.99). Conclusions Patients with high intratumor heterogeneity of ER had an increased long-term risk of fatal breast cancer. Interestingly, a similar long-term risk increase was seen in patients with luminal A subtype tumors. Our findings suggest that intratumor heterogeneity of ER is an independent long-term prognosticator with potential to change clinical management, especially for patients with luminal A tumors.
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Affiliation(s)
- Linda S Lindström
- Department of Biosciences and Nutrition, Karolinska Institutet, Stockholm, Sweden
| | - Christina Yau
- Department of Surgery, University of California San Francisco, San Francisco, CA.,Buck Institute for Research on Aging, Novato, CA
| | - Kamila Czene
- Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden
| | - Carlie K Thompson
- Department of Surgery, University of California San Francisco, San Francisco, CA
| | - Katherine A Hoadley
- Department of Genetics, Lineberger Comprehensive Cancer Center, The University of North Carolina at Chapel Hill, Chapel Hill, NC
| | - Laura J Van't Veer
- Department of Pathology, University of California San Francisco, San Francisco, CA.,Department of Laboratory Medicine, University of California San Francisco, San Francisco, CA
| | - Ron Balassanian
- Department of Pathology, University of California San Francisco, San Francisco, CA
| | - John W Bishop
- Center for Comparative Medicine, Department of Pathology and Laboratory Medicine, University of California Davis, Davis, CA
| | - Philip M Carpenter
- Department of Pathology, Keck School of Medicine, University of Southern California, Los Angeles, CA.,Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine, CA
| | - Yunn-Yi Chen
- Department of Pathology, University of California San Francisco, San Francisco, CA
| | - Brian Datnow
- Department of Pathology and Laboratory Medicine, University of California San Diego, La Jolla, CA
| | - Farnaz Hasteh
- Department of Pathology and Laboratory Medicine, University of California San Diego, La Jolla, CA
| | - Gregor Krings
- Department of Pathology, University of California San Francisco, San Francisco, CA
| | - Fritz Lin
- Department of Pathology and Laboratory Medicine, University of California Irvine, Irvine, CA
| | - Yanhong Zhang
- Center for Comparative Medicine, Department of Pathology and Laboratory Medicine, University of California Davis, Davis, CA
| | - Bo Nordenskjöld
- Department of Clinical and Experimental Medicine and Department of Oncology, Linköping University, Linköping, Sweden
| | - Olle Stål
- Department of Clinical and Experimental Medicine and Department of Oncology, Linköping University, Linköping, Sweden
| | - Christopher C Benz
- Department of Surgery, University of California San Francisco, San Francisco, CA.,Buck Institute for Research on Aging, Novato, CA
| | - Tommy Fornander
- Department of Oncology-Pathology, Karolinska Institutet, Stockholm, Sweden
| | - Alexander D Borowsky
- Center for Comparative Medicine, Department of Pathology and Laboratory Medicine, University of California Davis, Davis, CA
| | - Laura J Esserman
- Department of Surgery, University of California San Francisco, San Francisco, CA
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8
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McCune JS, Quinones CM, Ritchie J, Carpenter PA, van Maarseveen E, Yeh RF, Anasetti C, Boelens JJ, Hamerschlak N, Hassan M, Kang HJ, Kanda Y, Paci A, Perales MA, Shaw PJ, Seewaldt VL, Savani BN, Hsieh A, Poon B, Mohty M, Pulsipher MA, Pasquini M, Dupuis LL. Harmonization of Busulfan Plasma Exposure Unit (BPEU): A Community-Initiated Consensus Statement. Biol Blood Marrow Transplant 2019; 25:1890-1897. [PMID: 31136799 DOI: 10.1016/j.bbmt.2019.05.021] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2019] [Revised: 04/26/2019] [Accepted: 05/21/2019] [Indexed: 12/12/2022]
Abstract
Busulfan therapeutic drug monitoring (TDM) is often used to achieve target plasma exposures. Variability in busulfan plasma exposure units (BPEU) is a potential source for misinterpretation of publications and protocols and is a barrier to data capture by hematopoietic cell transplantation (HCT) registry databases. We sought to harmonize to a single BPEU for international use. Using Delphi consensus methodology, iterative surveys were sent to an increasing number of relevant clinical stakeholders. In survey 1, 14 stakeholders were asked to identify ideal properties of a BPEU. In survey 2, 52 stakeholders were asked (1) to evaluate BPEU candidates according to ideal BPEU properties established by survey 1 and local position statements for TDM and (2) to identify potential facilitators and barriers to adoption of the harmonized BPEU. The most frequently used BPEU identified, in descending order, were area under the curve (AUC) in μM × min, AUC in mg × h/L, concentration at steady state (Css) in ng/mL, AUC in μM × h, and AUC in μg × h/L. All respondents conceptually agreed on the ideal properties of a BPEU and to adopt a harmonized BPEU. Respondents were equally divided between selecting AUC in μM × min versus mg × h/L for harmonization. AUC in mg × h/L was finally selected as the harmonized BPEU, because it satisfied most of the survey-determined ideal properties for the harmonized BPEU and is read easily understood in the clinical practice environment. Furthermore, 10 major professional societies have endorsed AUC in mg × h/L as the harmonized unit for reporting to HCT registry databases and for use in future protocols and publications.
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Affiliation(s)
- Jeannine S McCune
- Clinical Research Division, Fred Hutchinson Cancer Research Center and Department of Pharmaceutics, University of Washington, Seattle, WA, USA; Molecular Prevention, Intervention and Technology Division, Beckman Research Institute, City of Hope, Duarte, CA, USA.
| | - Christine M Quinones
- Molecular Prevention, Intervention and Technology Division, Beckman Research Institute at City of Hope, Duarte, CA, USA
| | - James Ritchie
- Pathology & Laboratory Medicine Department, Emory University, Atlanta, GA, USA
| | - Paul A Carpenter
- Clinical Research Division, Fred Hutchinson Cancer Research Center and Department of Pharmaceutics, University of Washington, Seattle, WA, USA
| | - Erik van Maarseveen
- Clinical Pharmacology, University Medical Center Utrecht, Utrecht, Princess Maxima Center for Pediatric Oncology, Utrecht and Drug Analysis and Toxicology division (KKGT) of the Dutch Foundation for Quality Assessment in Medical Laboratories (SKML), Utrecht, Netherlands
| | - Rosa F Yeh
- Pharmacokinetics Laboratory, Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Claudio Anasetti
- Department of Blood and Marrow Transplant, H. Lee Moffitt Cancer Center and Research Institute, Tampa, FL, USA; Molecular Prevention, Intervention and Technology Division, Beckman Research Institute, City of Hope, Duarte, CA, USA
| | - Jaap J Boelens
- Pediatric Blood and Marrow Transplantation Program, University Medical Center Utrecht, Utrecht, Princess Maxima Center for Pediatric Oncology, Utrecht, Netherlands; Stem Cell Transplantation and Cellular Therapies, MSK Kids, Memorial Sloan Kettering Cancer Center, New York, NY, USA
| | - Nelson Hamerschlak
- Hematology and Bone Marrow Transplantation Department, Hospital Israelita Albert Einstein, São Paulo Area, Brazil
| | - Moustapha Hassan
- Division of Experimental Cancer Medicine, Department of Laboratory Medicine at Karolinska Institutet and Division of Clinical Research Centrum at Karolinska University Hospital, Stockholm, Sweden
| | - Hyoung Jin Kang
- Department of Pediatrics, Seoul National Univeristy College of Medicine, Seoul National University Cancer Research Institute, Seoul National University Children's Hospital, Seoul, Korea
| | - Yoshinobu Kanda
- Division of Hematology, Department of Medicine, Jichi Medical University and Division of Hematology, Saitama Medical Center, Jichi Medical University, Japan
| | - Angelo Paci
- Department of Pharmacology, Institute Gustave Roussy Cancer Center, Grand Paris, School of Pharmacy - Paris Sud University, France
| | - Miguel-Angel Perales
- Adult Bone Marrow Transplant Service, Department of Medicine, Memorial Sloan Kettering Cancer Center and Department of Medicine, Weill Cornell Medical College New York, NY, USA
| | - Peter J Shaw
- BMT Services, The Children's Hospital at Westmead, Westmead, New South Wales, and Discipline of Child and Adolescent Health, University of Sydney, Australia
| | - Victoria L Seewaldt
- Molecular Prevention, Intervention and Technology Division, Beckman Research Institute at City of Hope, Duarte, CA, USA
| | - Bipin N Savani
- Division of Hematology/Oncology, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee
| | - Angela Hsieh
- Medical Content Manager at McKesson Specialty Health, Seattle, WA, USA
| | - Betsy Poon
- Department of Pharmacy, AdventHealth for Children, Orlando, FL, USA
| | - Mohamad Mohty
- Department of Hematology and Cell Therapy, Acute Leukemia Working Party EBMT Paris Office, Hôpital Saint-Antoine, Paris, France
| | - Michael A Pulsipher
- Division of Hematology, Oncology, and Blood and Marrow Transplantation, Children's Hospital Los Angeles, USC Keck School of Medicine, Los Angeles, CA, USA
| | - Marcelo Pasquini
- CIBMTR (Center for International Blood and Marrow Transplant Research), Department of Medicine, Medical College of Wisconsin, Milwaukee, WI, USA
| | - L Lee Dupuis
- Department of Pharmacy and Research Institute, The Hospital for Sick Children and Leslie Dan Faculty of Pharmacy, University of Toronto, Toronto, Canada
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Bhargava R, Madabhushi A. Emerging Themes in Image Informatics and Molecular Analysis for Digital Pathology. Annu Rev Biomed Eng 2017; 18:387-412. [PMID: 27420575 DOI: 10.1146/annurev-bioeng-112415-114722] [Citation(s) in RCA: 86] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022]
Abstract
Pathology is essential for research in disease and development, as well as for clinical decision making. For more than 100 years, pathology practice has involved analyzing images of stained, thin tissue sections by a trained human using an optical microscope. Technological advances are now driving major changes in this paradigm toward digital pathology (DP). The digital transformation of pathology goes beyond recording, archiving, and retrieving images, providing new computational tools to inform better decision making for precision medicine. First, we discuss some emerging innovations in both computational image analytics and imaging instrumentation in DP. Second, we discuss molecular contrast in pathology. Molecular DP has traditionally been an extension of pathology with molecularly specific dyes. Label-free, spectroscopic images are rapidly emerging as another important information source, and we describe the benefits and potential of this evolution. Third, we describe multimodal DP, which is enabled by computational algorithms and combines the best characteristics of structural and molecular pathology. Finally, we provide examples of application areas in telepathology, education, and precision medicine. We conclude by discussing challenges and emerging opportunities in this area.
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Affiliation(s)
- Rohit Bhargava
- Departments of Bioengineering, Chemical and Biomolecular Engineering, Electrical and Computer Engineering, Mechanical Science and Engineering, and Chemistry, and Beckman Institute for Advanced Science and Technology, University of Illinois at Urbana-Champaign, Urbana, Illinois 61801;
| | - Anant Madabhushi
- Center for Computational Imaging and Personalized Diagnostics; Departments of Biomedical Engineering, Urology, Pathology, Radiology, Radiation Oncology, General Medical Sciences, Electrical Engineering, and Computer Science; and Case Comprehensive Cancer Center, Case Western Reserve University, Cleveland, Ohio 44106;
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Elevated Foxp3/CD8 Ratio in Lung Adenocarcinoma Metastatic Lymph Nodes Resected by Transcervical Extended Mediastinal Lymphadenectomy. BIOMED RESEARCH INTERNATIONAL 2017; 2017:5185034. [PMID: 28831395 PMCID: PMC5558641 DOI: 10.1155/2017/5185034] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/07/2017] [Revised: 06/20/2017] [Accepted: 07/05/2017] [Indexed: 12/26/2022]
Abstract
A balance between tumor invasion and immune defence system is widely investigated. Objective. The aim of this study was to evaluate lymphocyte phenotype in lymph nodes (LNs) of patients with lung cancer in relation to the presence of metastases. Methods. We investigated 364 LNs resected by transcervical extended mediastinal lymphadenectomy (TEMLA) of 49 patients with squamous cell carcinoma (SCC) or adenocarcinoma (AD) with (A) and without metastases (B). Expression of CD4, CD8, CD25, CTLA-4, and Foxp3 was assessed by immunohistochemical staining. Results. We observed a strong nuclear staining for Foxp3 in lymphocytes and cancer cells and strong membranous/cytoplasmatic reaction for CD4 and CD8, but low for CD25 and CTLA-4. There were significantly higher proportions of CD8+ cells in AD (B) versus AD (A) LNs (80% versus 52.5%, p < 0.05). The Foxp3/CD8 ratio was higher in AD (A) versus AD (B) LNs (0.4 versus 0.25, p < 0.05). No significant differences in the cell markers expression in SCC LNs were found. Conclusion. Significant differences in lymphocyte phenotype in AD may indicate an exceptional biology of this type of lung cancer. TEMLA resected LNs may serve as valuable samples for evaluation of immune status in lung cancer patients.
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Penault-Llorca F, Radosevic-Robin N. Ki67 assessment in breast cancer: an update. Pathology 2017; 49:166-171. [PMID: 28065411 DOI: 10.1016/j.pathol.2016.11.006] [Citation(s) in RCA: 92] [Impact Index Per Article: 13.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2016] [Revised: 11/22/2016] [Accepted: 11/23/2016] [Indexed: 12/22/2022]
Abstract
Although immunohistochemical detection of the Ki67 antigen has been used for many years to assess cancer proliferation, this marker is still not recommended for routine use in clinical management of breast cancer. The major reason for this situation is a lack of a standardised procedure for Ki67 assessment as well as persistence of several issues of debate with regards to the Ki67 assay interpretation and the marker's clinical utility. Nowadays Ki67 assessment is principally used for estimation of prognosis and guiding the decision on adjuvant treatment choice, as well as for prediction of response to neoadjuvant treatment in ER+/HER2- breast cancer. In ER-/HER2+ and ER-/HER2- tumours, high post-neoadjuvant Ki67 index is associated with unfavourable prognosis. We review here the elements impacting analytical validity of the Ki67 immunohistochemical assay, the evidence of its clinical utility and the current recommendations for its use in breast cancer management.
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Affiliation(s)
- Frederique Penault-Llorca
- Department of Surgical Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, Clermont-Ferrand, France; Inserm/Univerisity of Auvergne UMR1240, Clermont-Ferrand, France; School of Medicine, University of Auvergne, Clermont-Ferrand, France.
| | - Nina Radosevic-Robin
- Department of Surgical Pathology and Biopathology, Jean Perrin Comprehensive Cancer Centre, Clermont-Ferrand, France; Inserm/Univerisity of Auvergne UMR1240, Clermont-Ferrand, France
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