Pathway analysis of primary central nervous system lymphoma

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Pathway analysis of primary central nervous system lymphoma by Han W. Tun, David Personett, Karen A. Baskerville, David M. Menke, Kurt A. Jaeckle, Pamela Kreinest, Brandy Edenfield, Abba C. Zubair, Brian P. O'Neill, Weil R. Lai, Peter J. Park, and Michael McKinney Blood Volume 111(6):3200-3210 March 15, 2008 ©2008 by American Society of Hematology

Unsupervised clustering of genome-wide expression profiles of PCNSL and non-CNS nodal and extranodal DLBCL. The gene list used was approximately 11 500 in number (genes present on at least 35 of the 43 arrays). Unsupervised clustering of genome-wide expression profiles of PCNSL and non-CNS nodal and extranodal DLBCL. The gene list used was approximately 11 500 in number (genes present on at least 35 of the 43 arrays). The metric used was “standard correlation” in GeneSpring. Because the 2-color array method involved a reference standard, the colors do not represent actual gene expression levels in the tumor samples but rather the ratio of the tumor mRNA to the reference mRNA. The LOWESS method of normalization was used. To the right of the cluster are shown 10 genes of interest enlarged from the cluster; the colored bars correspond to the 3 phenotypes identified at the bottom of the cluster (“Brain,” “Extranodal,” and “Nodal”; left to right). SPP1 (osteopontin), CHI3L1 (chitinase-3 like 1), IRF4 (MUM1), S-100B (S-100 calcium binding protein beta), SERPINA3 (serine proteinase inhibitor, clade A, member 3), CRYAB (crystallin alpha B), LUM (lumican), COL1A2 (collagen type 1 alpha 2), COL6A1 (collagen type 6 alpha 1), and LAMA4 (laminin alpha 4). Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology

Validation of selected genes using quantitative RT-PCR. Validation of selected genes using quantitative RT-PCR. The blue squares represent CNS/nodal sample ratios; the red inverted triangles are the CNS/extranodal sample ratios. The ratios obtained using quantitative RT-PCR are plotted along the y-axis, whereas the ratios calculated from the microarray data are plotted on the x-axis. The genes analyzed were ATP5J, BCL-6, CD10, CD44, CHI3L1, COX6B1, IRF4, SPP1, TFPI2, and GAPDH. The correlation coefficient shown is that calculated without the non-CNS outlier at the right (CHI3L1 CNS/nodal ratio). The correlation remains significant when including this outlier (R = 0.79; P < .02). Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology

Expression of selected gene sets. Expression of selected gene sets. (A) Expression of a set of 244 ECM and adhesion-related genes that distinguish PCNSL from non-CNS DLBCL. LOWESS normalization was performed using genes present on at least 35 of the 43 arrays. The colored points are normalized gene ratios for these approximately 11 500 genes, whereas the black points are the ECM and adhesion-related genes. (B) Expression of a set of 92 cytokine genes that distinguish PCNSL and nodal DLBCL. LOWESS normalization was performed using genes present on at least 35 of the 43 arrays. The colored points are normalized gene ratios for these approximately 11 500 genes, whereas the black points are the cytokine-related genes. (C) Expression of a set of 159 apoptosis-related genes that distinguish PCNSL from extranodal DLBCL. LOWESS normalization was performed using genes present on at least 35 of the 43 arrays. The colored points are normalized gene ratios for these approximately 11 500 genes, whereas the black points are the apoptosis-related genes. The range of colors in these panels reflects range of gene levels in the CNS phenotype in panel A, or the Nodal and Extranodal phenotype in panels B and C, respectively. Specifically, the gene level refers to the ratio formed by dividing the gene level in the tumor by the level of the universal reference. Red indicates levels more than 1.0, whereas green indicates fractions less than 1.0. Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology

Clustering results using FDA genes separating 2 classes: CNS versus non-CNS. Clustering results using FDA genes separating 2 classes: CNS versus non-CNS. The left-hand plot shows the complete tree, whereas 4 regions within the tree are shown at right. Shades of red indicate ratios more than 1.0; shades of green indicate ratios less than 1.0; black indicates a ratio of 1.0. Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology

Osteopontin immunohistochemistry in DLBCL Osteopontin immunohistochemistry in DLBCL. The immunoperoxidase complexes were visualized with diaminobenzidine (brown), and the sections were counterstained with hematoxylin. Osteopontin immunohistochemistry in DLBCL. The immunoperoxidase complexes were visualized with diaminobenzidine (brown), and the sections were counterstained with hematoxylin. (A) PCNSL: original magnification ×200. Nearly every tumor cell of this brain biopsy is immunoreactive. (B) Nodal DLBCL: original magnification ×200. Essentially no tumor cell contains immunoreactivity. (C) Extranodal DLBCL (skin): original magnification ×200. Essentially no tumor cell contains immunoreactivity. (D) PCNSL: original magnification ×1000 oil. Cross section of a small vessel, probably a vein, surrounded by osteopontin-positive tumor cells. Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology

Chitinase-3-like 1 immunohistochemistry in DLBCL Chitinase-3-like 1 immunohistochemistry in DLBCL. The immunoperoxidase complexes were visualized with diaminobenzidine (brown), and the sections were counterstained with hematoxylin. Chitinase-3-like 1 immunohistochemistry in DLBCL. The immunoperoxidase complexes were visualized with diaminobenzidine (brown), and the sections were counterstained with hematoxylin. (A) PCNSL: original magnification ×200. Most tumor cells express moderate levels of CHI3L1 with a minority expressing strong levels. The largest profiles with heavy immunoreactivity are possibly astrocytes (see also panel D). (B) Nodal DLBCL: original magnification ×200. Most of the tumor cells contain low levels of immunoreactivity. The larger, strongly positive cells may be macrophages. (C) Extranodal DLBCL (spleen): original magnification ×200. (D) PCNSL: original magnification ×400. This is a higher power view of the PCNSL shown in panel A, showing astrocyte-like profiles with moderate to strong levels of immunoreactivity. Han W. Tun et al. Blood 2008;111:3200-3210 ©2008 by American Society of Hematology