Comparative Analyses of Signature Genes in Acute Rejection and Operational Tolerance
IMMUNE NETWORK
Authors: Choi, Jeong-Woo; Kim, Yong-Hee; Oh, Ji Won
Abstract
Using biomarkers as prediction tools or therapeutic targets can be a valuable strategy in transplantation. Recent studies identified biomarkers of acute rejection (AR) and operational tolerance (TOL) through the application of meta-analysis. In this study, we comparatively analyzed the signature genes in acute rejection and operational tolerance seen in human allogeneic transplantations using massive bioinformatical meta-analysis. To identify the signature genes in opposite immunological conditions, AR and TOL, we first collected the 1,252 gene expression data specifically intended for those circumstances. Then we excluded based on biological cut-values, Principal Component Analysis (PCA) as well as Multi-Dimensional Scaling (MDS). Using differentially expressed genes (DEGs) from meta analysis, we then applied a ranked scoring system to identify the signature genes of AR and TOL. We identified 53 up-regulated and 32 down-regulated signature genes in acute rejection condition. Among them, ISG20, CXCL9, CXCL10, CCL19, FCER1G, PMSE1, UBD are highly expressed in AR condition. In operational tolerance, we identified 110 up-regulated and 48 down-regulated signature genes. TCL1A, BLNK, MS4A1, EBF1, IGHM are up-regulated in TOL condition. These genes are highly representative of AR or TOL across the different organs such as liver, kidney and heart. Since immune response is the sum of complex biological and molecular dynamics, these signature genes as well as pathway analysis using a systems biology approach could be used to catch the insights of the certain pathways that would be overlooked with the conventional gene-level comparative analysis.
Phenotyping and Target Expression Profiling of CD34(+)/CD38(-) and CD34(+)/CD38(+)Stem- and Progenitor cells in Acute Lymphoblastic Leukemia
NEOPLASIA
Authors: Blatt, Katharina; Menzl, Ingeborg; Eisenwort, Gregor; Cerny-Reiterer, Sabine; Herrmann, Harald; Herndlhofer, Susanne; Stefanzl, Gabriele; Sadovnik, Irina; Berger, Daniela; Keller, Alexandra; Hauswirth, Alexander; Hoermann, Gregor; Willmann, Michael; Rulicke, Thomas; Sill, Heinz; Sperr, Wolfgang R.; Mannhalter, Christine; Melo, Junia V.; Jager, Ulrich; Sexl, Veronika; Valent, Peter
Abstract
Leukemic stem cells (LSCs) are an emerging target of curative anti-leukemia therapy. In acute lymphoblastic leukemia (ALL), LSCs frequently express CD34 and often lack CD38. However, little is known about markers and targets expressed in ALL LSCs. We have examined marker-and target expression profiles in CD34(+)/CD38(-) LSCs in patients with Ph+ ALL (n = 22) and Ph-ALL (n = 27) by multi-color flow cytometry and qPCR. ALL LSCs expressed CD19 (B4), CD44 (Pgp-1), CD123 (IL-3RA), and CD184 (CXCR4) in all patients tested. Moreover, in various subgroups of patients, LSCs also displayed CD20 (MS4A1) (10/41 = 24%), CD22 (12/20 = 60%), CD33 Siglec-3) (20/48 = 42%), CD52 (CAMPATH-1) (17/40 = 43%), IL-1RAP (13/29 = 45%), and/or CD135 (FLT3) (4/20 = 20%). CD25 (IL-2RA) and CD26 (DPPIV) were expressed on LSCs in Ph+ ALL exhibiting BCR/ABL1(p210), whereas in Ph+ ALL with BCR/ABL1(p190), LSCs variably expressed CD25 but did not express CD26. In Ph-ALL, CD34(+)/CD38(-) LSCs expressed IL-1RAP in 6/18 patients (33%), but did not express CD25 or CD26. Normal stem cells stained negative for CD25, CD26 and IL-1RAP, and expressed only low amounts of CD52. In xenotransplantation experiments, CD34(+)/CD38(-) and CD34(+)/CD38(+) cells engrafted NSG mice after 12-20 weeks, and targeting with antibodies against CD33 and CD52 resulted in reduced engraftment. Together, LSCs in Ph+ and Ph-ALL display unique marker-and target expression profiles. In Ph+ ALL with BCR/ABL1(p210), the LSCphenotype closely resembles the marker-profile of CD34(+)/CD38(-) LSCs in chronic myeloid leukemia, confirming the close biologic relationship of these neoplasms. Targeting of LSCs with specific antibodies or related immunotherapies may facilitate LSC eradication in ALL.