ROR1 Negative Chronic Lymphocytic Leukemia (CLL) Have a Distinctive Gene Expression Signature and May Represent an Indolent-Disease Subtype

Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 2932-2932 ◽  
Author(s):  
Emanuela M. Ghia ◽  
Laura Z. Rassenti ◽  
Liguang Chen ◽  
Bing Cui ◽  
Christopher Deboever ◽  
...  

Abstract ROR1 is a type-1 tyrosine kinase-like orphan-receptor that ordinarily is expressed during embryogenesis, but that also is found on leukemia cells of patients (pts) with chronic lymphocytic leukemia (CLL). We identified patients with CLL cells that had negligible expression of ROR1, despite otherwise satisfying all standard criteria for diagnosis of CLL by iwCLL criteria. We performed next-generation-sequencing on the transcriptomes of 12 CLL cases that had negligible expression of ROR1 and 12 cases that expressed levels of ROR1 comparable to that typically observed in CLL. Eight of the 12 ROR1-negative cases expressed unmutated immunoglobulin heavy-chain variable region genes (IGHV) and 4 used mutated IGHV. Similarly, 7 of the 12 ROR1-positive cases used unmutated IGHV and 5 had mutated IGHV. We identified 3,094 genes that were differentially expressed between the ROR1-positive and ROR1-negative samples out of 14,761 protein-coding genes tested (DESeq2, BH-adjusted p < 0.05). Subnetwork analyses revealed 55 subnetworks that were differentially expressed between ROR1-positive and ROR1-negative cases. ROR1-positive CLL cells had higher-level expression of subnetworks associated with protein-kinase activation or proliferation of tumor cells, but lower-level expression of subnetworks associated with induction of apoptosis or RNA degradation and/or processing, than did ROR1-negative CLL cells. ROR1 and AKT1 were included in 7 subnetworks associated with proliferation, hematologic cancer, or inhibition of cell death. Fourteen (25%) of the 55 differentially expressed subnetworks previously were identified as being differentially expressed between ROR1-positve leukemias of ROR1xTCL1 transgenic mice and ROR1-negative leukemias of Eµ-TCL1-transgenic mice (see Widhopf et al, Proc Natl Acad Sci USA, 2014, PMC3896194). Gene-set enrichment analysis (GSEA) of genes encoding proteins involved in targeted signaling pathways in the BIOCARTA and Reactome database revealed that the ROR1+ leukemias had higher expression levels of genes encoding proteins in the AKT pathway than did the ROR1-negative cases. Immunoblot analysis revealed higher levels of activated pAKT relative to total AKT in representative cases of ROR1-positive CLL (8.8 ± 2.8, N = 7) than that detected in ROR1-negative CLL samples (1.0 ± 0.4, N = 4, P<0.01) (the ratios of pAKT/AKT were normalized to the mean ratio observed for ROR1-negative CLL samples); this is comparable to what we observed for ROR1-positive leukemias of ROR1xTCL1 mice, which had higher levels of activated AKT than the ROR1-negative leukemias of Eµ-TCL1 transgenic mice (Widhopf et al, Proc Natl Acad Sci USA, 2014, PMC3896194). Despite the small size of these two cohorts, it is noteworthy that the median time from diagnosis to initial therapy of the 12 patients with ROR1-negative CLL (9.4 years) was significantly longer than that noted for the 12 ROR1-positive CLL cases (2.5 years, (p < 0.01) used in this comparative analysis. In summary, this study describes a potentially new subtype of ROR1-negative CLL that has a distinctive gene expression signature and apparently indolent clinical course. Disclosures Kipps: Pharmacyclics Abbvie Celgene Genentech Astra Zeneca Gilead Sciences: Other: Advisor.

Leukemia ◽  
2011 ◽  
Vol 25 (10) ◽  
pp. 1639-1645 ◽  
Author(s):  
T Herold ◽  
V Jurinovic ◽  
K H Metzeler ◽  
A-L Boulesteix ◽  
M Bergmann ◽  
...  

2019 ◽  
Vol 2019 ◽  
pp. 1-4
Author(s):  
Adrián Mosquera Orgueira ◽  
Beatriz Antelo Rodríguez ◽  
José Ángel Díaz Arias ◽  
Nicolás Díaz Varela ◽  
José Luis Bello López

Chronic lymphocytic leukemia (CLL) is a lymphoproliferative disorder characterized by its heterogeneous clinical evolution. Despite the discovery of the most frequent cytogenomic drivers of disease during the last decade, new efforts are needed in order to improve prognostication. In this study, we used gene expression data of CLL samples in order to discover novel transcriptomic patterns associated with patient survival. We observed that a 3-gene expression signature composed of SCGB2A1, KLF4, and PPP1R14B differentiate a group of circa 5% of cases with short survival. This effect was independent of the main cytogenetic markers of adverse prognosis. Finally, this finding was reproduced in an independent retrospective cohort. We believe that this small gene expression pattern will be useful for CLL prognostication and its association with CLL response to novel drugs should be explored in the future.


2009 ◽  
Vol 63 (9) ◽  
pp. 663-671 ◽  
Author(s):  
F. Carlucci ◽  
E. Marinello ◽  
V. Tommassini ◽  
B. Pisano ◽  
F. Rosi ◽  
...  

2001 ◽  
Vol 194 (11) ◽  
pp. 1639-1648 ◽  
Author(s):  
Andreas Rosenwald ◽  
Ash A. Alizadeh ◽  
George Widhopf ◽  
Richard Simon ◽  
R. Eric Davis ◽  
...  

The most common human leukemia is B cell chronic lymphocytic leukemia (CLL), a malignancy of mature B cells with a characteristic clinical presentation but a variable clinical course. The rearranged immunoglobulin (Ig) genes of CLL cells may be either germ-line in sequence or somatically mutated. Lack of Ig mutations defined a distinctly worse prognostic group of CLL patients raising the possibility that CLL comprises two distinct diseases. Using genomic-scale gene expression profiling, we show that CLL is characterized by a common gene expression “signature,” irrespective of Ig mutational status, suggesting that CLL cases share a common mechanism of transformation and/or cell of origin. Nonetheless, the expression of hundreds of other genes correlated with the Ig mutational status, including many genes that are modulated in expression during mitogenic B cell receptor signaling. These genes were used to build a CLL subtype predictor that may help in the clinical classification of patients with this disease.


2004 ◽  
Vol 22 (19) ◽  
pp. 3937-3949 ◽  
Author(s):  
Christian Haslinger ◽  
Norbert Schweifer ◽  
Stephan Stilgenbauer ◽  
Hartmut Döhner ◽  
Peter Lichter ◽  
...  

Purpose Genomic aberrations and mutational status of the immunoglobulin variable heavy chain (VH) gene have been shown to be among the most important predictors for outcome in patients with B-cell chronic lymphocytic leukemia (B-CLL). In this study, we report on differential gene expression patterns that are characteristic for genetically defined B-CLL subtypes. Materials and Methods One hundred genetically well-characterized B-CLL samples, together with 11 healthy control samples, were analyzed using oligonucleotide arrays, which test for the expression of some 12,000 human genes. Results Aiming at microarray-based subclassification, class predictors were constructed using sets of differentially expressed genes, which yielded in zero or low misclassification rates. Furthermore, a significant number of the differentially expressed genes clustered in chromosomal regions affected by the respective genomic losses/gains. Deletions affecting chromosome bands 11q22-q23 and 17p13 led to a reduced expression of the corresponding genes, such as ATM and p53, while trisomy 12 resulted in the upregulation of genes mapping to chromosome arm 12q. Using an unsupervised analysis algorithm, expression profiling allowed partitioning into predominantly VH-mutated versus unmutated patient groups; however, association of the expression profile with the VH mutational status could only be detected in male patients. Conclusion The finding that the most significantly differentially expressed genes are located in the corresponding aberrant chromosomal regions indicates that a gene dosage effect may exert a pathogenic role in B-CLL. The significant difference in the partitioning of male and female B-CLL samples suggests that the genomic signature for the VH mutational status might be sex-related.


Blood ◽  
2005 ◽  
Vol 106 (11) ◽  
pp. 2938-2938
Author(s):  
Frank Dicker ◽  
Susanne Schnittger ◽  
Claudia Schoch ◽  
Alexander Kohlmann ◽  
Wei-Min Liu ◽  
...  

Abstract The lack of somatic mutations of the immunoglobulin variable heavy chain (IgVH) gene has been established as poor prognostic marker for chronic lymphocytic leukemia (CLL) patients at early stage disease. Expression of the non receptor tyrosine kinase zeta chain associated protein (ZAP-70) was proposed as a surrogate marker for an unmutated IgVH, however, up to 30% discordant samples have been reported depending on the respective study. B cell receptor (BCR) mediated signaling is enhanced by ZAP-70 expression in CLL cells in vitro and ZAP-70 expression also tends to decrease the time from diagnosis to treatment irrespective of the IgVH status. Therefore, we wanted to identify differentially expressed genes between the ZAP-70 positive and negative CLLs by gene expression profiling of peripheral blood mononuclear cells (PBMCs) using Affymetrix microarrays (HG-U133 Plus 2.0). ZAP-70 expression was analyzed by quantitative real time PCR of CD19 purified (purity &gt; 99%) PBMCs (n=62) using a LightCycler instrument. Expression of ZAP-70 mRNA was normalized against the housekeeping gene ABL and a relative quantitation against Jurkat T cells as a calibrator was performed. Results are expressed as normalized ratio and a cut-off of 0.5 normalized ratio gave the best correlation to the IgVH status with 77% concordant samples between ZAP-70 expression and the IgVH status. The discordant samples consisted of 5 unmutated IgVHs in the ZAP-70 negative group and 9 mutated in the ZAP-70 positive group. In a second step PBMCs of the same samples were analyzed by gene expression profiling and differentially expressed genes were identified by t-test. Among the two best genes that could be used in a classification algorithm (SVM) to distinguish between the 2 subsets with 92% accuracy were ZAP-70 and B cell scaffold protein with ankyrin repeats (BANK1). The expression of BANK1 was increased 3–4-fold in the ZAP-70 negative compared to the ZAP-70 positive CLL subset (P = 0,001). In the literature, BANK1 has been identified in human BCR expressing B cells and seems to be B cell restricted. In B cells the scaffolding protein BANK1 enhances BCR-mediated Ca2+-signaling, a signaling pathway that is also enhanced by ZAP-70 expression in CLL B cells. Based on these data we show that increased BANK1 expression correlates with a ZAP-70 negative status in CLL B cells. The functional consequences of BANK1 expression in the ZAP-70 negative subset of CLL B cells, which are usually associated with a more favorable prognosis, still need to be established further.


Blood ◽  
2009 ◽  
Vol 114 (22) ◽  
pp. 4374-4374
Author(s):  
Michele Dal-Bo ◽  
Paola Secchiero ◽  
Massimo Degan ◽  
Riccardo Bomben ◽  
Dania Benedetti ◽  
...  

Abstract Abstract 4374 Introduction p53 plays a key role in determining the clinical features of B cell chronic lymphocytic leukemia (CLL). Disruption of p53 by point mutations, deletion at 17p13, or both, occurs in a fraction of cases at diagnosis and predicts poor survival and chemorefractoriness. In cells with functional p53, p53 activity is inhibited through interaction with MDM2. In fact, p53 can be activated upon exposure of cells to inhibitors of p53/MDM2 interaction, like Nutlins. Exposure of CLL cells to Nutlin-3 is effective in raising the levels of p53 protein with subsequent induction of cell cycle arrest and/or apoptosis, independently of the most relevant prognostic markers. The aim of the present study was to analyze the gene expression profile (GEP) induced by Nutlin-3 exposure in primary CLL cells from p53wt and p53del/mut cases. Patients and methods purified cells from 24 PB CLL samples, all characterized for IGHV mutational status, CD38 and ZAP-70 and p53 mutations (16 p53wt CLL, 8 p53del/mut CLL of which 6 with del17p13 and p53 mutations, 1 with del17p13 alone, and 1 with p53 mutations alone), were exposed to 10 mM Nutlin-3 for 24 hours. GEP was performed using a dual labelling strategy; the differential expression of the below reported genes were validated by quantitative real-time PCR. Results i) signature of Nutlin-3 exposure in p53wt CLL: 144 differentially expressed genes (143 up-regulated, 1 down-regulated) were correlated with response to Nutlin-3. Among the over-expressed genes, several genes were related to apoptosis (e.g. BAX, BBC3, E124, IKIP, FAS, LRDD, FLJ11259, TRIAP1, GADD45, TP53INP1, ISG20L1, ZMAT3, TNFRS10C, TNFRSF10B/TRAIL-R2), while other genes (e.g. MDM2, CDKN1A, PCNA) were up-regulated by Nutlin-3 as a part of a negative feed-back mechanism. Of note, this signature was not shared by 3/16 p53wt cases (identified as “non-responder” p53wt CLL) and 7/8 p53del/mut cases (identified as “non-responder” p53del/mut CLL); consistently, cells from these cases were also significantly resistant to the in-vitro cytotoxic effects of Nutlin-3; ii) signature of Nutlin-3 “non-responder” p53wt CLL: by comparing the constitutive GEP of 13 “responder” versus 3 “non-responder” p53wt CLL, we obtained 278 differentially expressed genes, 149 up-regulated and 129 down-regulated in “non-responder” p53wt CLL. Among up-regulated genes, we focused on MDM4/MDMX, a gene whose product was known to have an inhibitor activity of p53-dependent transcription and to form Nutlin-3 resistant complexes with p53. Among down-regulated genes, validations were made for BIRC4BP, whose product is known to act as an antagonist of the anti-apoptotic protein XIAP; iii) signature of Nutlin-3 “non-responder” p53del/mut CLL: by comparing the constitutive GEP of 13 “responder” versus 7 “non-responder” p53del/mut cases, we obtained 72 differentially expressed genes, 26 up-regulated and 46 down-regulated (31/46 located at the 17p segment) in “non-responder” p53del/mut CLL. Validations were made for several genes whose products display pro-apoptotic activities (e.g. PSMB6, RPL26 and ZBTB4, located at 17p segment, and GNAZ located at chromosome 22) among down-regulated genes, and ARHGDIA, whose gene product displays anti-apoptotic activities and mediates cellular resistance to chemotherapeutic agents, among up-regulated genes. Notably, CLL cells (n=43) displayed constitutively higher levels of MDM4/MDMX (p<0.0001) and ARHGDIA (p=0.0002) transcripts than purified normal B cells (n=15), irrespectively to the major biologic prognosticators. Conclusions specific gene-sets and GEP were documented to be associated with response or resistance to Nutlin-3 exposure in p53wt or p53del/mut CLL. These findings may help to identify novel molecular targets for CLL therapy. Disclosures: No relevant conflicts of interest to declare.


Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 1853-1853
Author(s):  
Emanuela M. Ghia ◽  
Michael Y. Choi ◽  
George F. Widhopf II ◽  
Laura Z. Rassenti ◽  
Thomas J. Kipps

Abstract An integrated analysis of transcriptomic signatures applied to almost 12,000 primary human tumors of 33 different cancer types from The Cancer Genome Atlas (TCGA) datasets defined a signature to quantify various degrees of stemness and assigned a stemness index to each tumor included in the analysis. Stemness indices were lowest in normal cells, increased in primary tumors, and were highest in metastatic disease, consistent with the notion that tumor progression generally involves oncogenic dedifferentiation. Higher values for stemness indices were associated with biological processes active in cancer stem cells, which had the highest levels of oncogenic dedifferentiation (Malta TM, et al, Cell 173:338, 2018). We examined whether such oncogenic dedifferentiation stemness indices could distinguish different prognostic subgroups of patients with chronic lymphocytic leukemia (CLL). For this, we performed gene set enrichment analysis (GSEA) on array-based transcriptomes (GSE49896 in Mraz M, et al, Blood 124(1):84, 2014) of 100 CLL samples, that expressed unmutated IGHV (U-IGHV) (N=44) or mutated IGHV (M-IGHV) (N=56). We found that the oncogenic dedifferentiation stemness signature was enriched in CLL cells with U-IGHV relative to that of cases with M-IGHV (FDR q = 0.03). Included in the oncogenic dedifferentiation stemness signature is ROR1, which encodes an oncoembryonic orphan receptor for Wnt5a that can contribute to tumor-cell survival, proclivity to relapse, and cancer metastases (Zhang S, et al, PNAS 111:17266, 2014 and Cui B, et al, Cancer Res 73(12):3649, 2013). Moreover, ROR1 may contribute to disease progression in CLL (Cui B, et al, Blood 128(25):2931, 2016). Hence, we interrogated whether ROR1 expression is associated with the oncogenic dedifferentiation stemness signature. We performed GSEA on the transcriptomes of: 98 CLL cases (Ferreira PG, et al, Genome Research 24:212, 2014) and 448 CLL cases available through GEO database (GSE13204) in Kohlmann A, et al, BJH 142:802, 2008, segregated based on ROR1 expression in ROR1Hi or ROR1Lo. We also performed GSEA on the transcriptome of: 90 CLL cases in GSE13204 dataset segregated into two groups representing the 10% of patients who had CLL cells with highest levels of ROR1 mRNA (ROR1>90%), and the 10% of patients who had CLL cells with lowest levels of ROR1 mRNA (ROR1<10%), 24 CLL cases with leukemic cells either expressing ROR1 (ROR1pos) or with low to negligible ROR1 (ROR1neg)CLL (Cui B, et al, Blood 128(25):2931, 2016), and isolated CD5+B220low splenic leukemia cells that developed in ROR1xTCL1 transgenic (Tg) mice or TCL1 Tg mice (Widhopf II GF, et al, PNAS 111(2):793, 2014). We found that the oncogenic dedifferentiation stemness signature was significantly enriched in ROR1HiCLL in the cohort of 98 CLL cases and in the cohort of 448 CLL cases (FDR q values of 0.02 and <0.001, respectively). In addition, the oncogenic dedifferentiation stemness signature was significantly enriched in ROR1>90% relative to ROR1<10% CLL, ROR1pos relative to ROR1neg CLL, and in the ROR1+ leukemia of ROR1xTCL1 Tg mice relative to ROR1Neg leukemia that develops in TCL1 mice (FDR q values of 0.01, 0.01 and <0.001, respectively). To explore whether ROR1 signaling is involved in inducing oncogenic dedifferentiation, we compared the transcriptomes of matched sets of CLL cells obtained from patients before and after treatment with cirmtuzumab, a humanized monoclonal antibody (mAb) that can inhibit ROR1-signaling (Choi MY, et al, Cell Stem Cell 22:951, 2018). GSEA showed that, compared with pre-treatment CLL cells, the post-treatment leukemia cells had a highly significant reversal of the oncogenic dedifferentiation stemness signatures (FDR q < 0.001). Collectively these findings indicate that oncogenic dedifferentiation stemness signature may be enriched in subgroups of CLL patients that have more aggressive disease and enhanced by ROR1 signaling. Moreover, treatment with agents such as cirmtuzumab that can inhibit ROR1-signaling may reverse the expression of genes associated with stemness and oncogenic dedifferentiation in patients with CLL. Disclosures Choi: Pharmacyclics: Consultancy, Research Funding, Speakers Bureau; Genentech: Speakers Bureau; Rigel: Consultancy; Gilead: Speakers Bureau; AbbVie, Inc: Consultancy, Speakers Bureau.


Sign in / Sign up

Export Citation Format

Share Document