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PMID: 24895374 Published · epublish English Journal Article

Tumor microenvironment of metastasis and risk of distant metastasis of breast cancer.

Journal of the National Cancer Institute ·Vol. 106 ·No. 8 ·2014-08-00

Rohan TE, Xue X, Lin HM, D'Alfonso TM, Ginter PS, Oktay MH, Robinson BD, Ginsberg M, Gertler FB, Glass AG, Sparano JA, Condeelis JS, Jones JG

Abstract

Tumor microenvironment of metastasis (TMEM), consisting of direct contact between a macrophage, an endothelial cell, and a tumor cell, has been associated with metastasis in both rodent mammary tumors and human breast cancer. We prospectively examined the association between TMEM score and risk of distant metastasis and compared risk associated with TMEM score with that associated with IHC4. We conducted a case-control study nested within a cohort of 3760 patients with invasive ductal breast carcinoma diagnosed between 1980 and 2000 and followed through 2010. Case patients were women who developed a subsequent distant metastasis; control subjects were matched (1:1) on age at and calendar year of primary diagnosis. TMEM was assessed by triple immunostain and IHC4 by standard methods; slides were read by pathologists blinded to outcome. Odds ratios (ORs) and 95% confidence intervals (CIs) were estimated using logistic regression, adjusted for clinical variables. A Receiver Operating Characteristic analysis was performed, and the area under the curve was estimated. All statistical tests were two-sided. TMEM score was associated with increased risk of distant metastasis in estrogen receptor (ER)(+)/human epidermal growth factor receptor (HER2)(-) tumors (multivariable OR high vs low tertile = 2.70; 95% CI = 1.39 to 5.26; P trend = .004), whereas IHC4 score had a borderline positive association (OR10 unit increase = 1.06; 95% CI = 1.00 to 1.13); the association for TMEM score persisted after adjustment for IHC4 score. The area under the curve for TMEM, adjusted for clinical variables, was 0.78. Neither TMEM score nor IHC4 score was independently associated with metastatic risk overall or in the triple negative or HER2(+) subgroups. TMEM score predicted risk of distant metastasis in ER(+)/HER2(-) breast cancer independently of IHC4 score and classical clinicopathologic features.

MeSH Terms
Adult Aged Aged, 80 and over Breast Neoplasms/diagnosis,pathology,physiopathology Case-Control Studies Female Humans Logistic Models Middle Aged Neoplasm Recurrence, Local/diagnosis,pathology,physiopathology Odds Ratio Predictive Value of Tests Prognosis ROC Curve Receptor, ErbB-2/analysis Receptors, Estrogen/analysis Receptors, Progesterone/analysis Reproducibility of Results Risk Assessment Sensitivity and Specificity Tumor Microenvironment
Chemicals
Receptors, Estrogen Receptors, Progesterone ERBB2 protein, human Receptor, ErbB-2
Authors & Affiliations
13 authors, click to expand affiliations / ORCID
Rohan Thomas E
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ). thomas.rohan@einstein.yu.edu.
Xue Xiaonan
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Lin Hung-Mo
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
D'Alfonso Timothy M
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Ginter Paula S
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Oktay Maja H
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Robinson Brian D
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Ginsberg Mindy
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Gertler Frank B
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Glass Andrew G
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Sparano Joseph A
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Condeelis John S
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
Jones Joan G
Affiliation of authors: Department of Epidemiology and Population Health, Albert Einstein College of Medicine, Bronx, NY (TER, XX, MG); Department of Health Evidence and Policy, Icahn School of Medicine at Mount Sinai, New York, NY (H-ML); Department of Pathology and Laboratory Medicine, Weill Cornell Medical College, New York, NY (TMD'A, PSG, BDR); Department of Pathology, Montefiore Medical Center, Bronx, NY (MHO); Department of Biology, Massachusetts Institute of Technology, Cambridge, MA (FBG); Center for Health Research, Kaiser Permanente Northwest, Portland, OR (AGG); Department of Oncology, Montefiore Medical Center, Bronx, NY (JAS); Department of Anatomy and Structural Biology, Albert Einstein College of Medicine, Bronx, NY (JSC); Department of Pathology, Albert Einstein College of Medicine, Bronx, NY (JGJ).
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Article Info
Journal
Journal of the National Cancer Institute
Abbr.
J Natl Cancer Inst
ISSN
1460-2105
Published
2014-08-00
Epub
2014-00-03
Language
English
Region
United States
NLM ID
7503089
PMCID
PMC4133559
Subset
IM
Grants
NCI NIH HHS · P01 CA100324 · United States
NCI NIH HHS · P30 CA013330 · United States
NCI NIH HHS · R01 CA170507 · United States
NCATS NIH HHS · UL1 TR001073 · United States
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