scholarly journals A Three-Gene Expression Signature Identifies a Cluster of Patients with Short Survival in Chronic Lymphocytic Leukemia

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.

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 ◽  
...  

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.


Blood ◽  
2006 ◽  
Vol 107 (5) ◽  
pp. 2090-2093 ◽  
Author(s):  
Dirk Kienle ◽  
Axel Benner ◽  
Alexander Kröber ◽  
Dirk Winkler ◽  
Daniel Mertens ◽  
...  

The mutation status and usage of specific VH genes such as V3-21 and V1-69 are potentially independent pathogenic and prognostic factors in chronic lymphocytic leukemia (CLL). To investigate the role of antigenic stimulation, we analyzed the expression of genes involved in B-cell receptor (BCR) signaling/activation, cell cycle, and apoptosis control in CLL using these specific VH genes compared to VH mutated (VH-MUT) and VH unmutated (VH-UM) CLL not using these VH genes. V3-21 cases showed characteristic expression differences compared to VH-MUT (up: ZAP70 [or ZAP-70]; down: CCND2, P27) and VH-UM (down: PI3K, CCND2, P27, CDK4, BAX) involving several BCR-related genes. Similarly, there was a marked difference between VH unmutated cases using the V1-69 gene and VH-UM (up: FOS; down: BLNK, SYK, CDK4, TP53). Therefore, usage of specific VH genes appears to have a strong influence on the gene expression pattern pointing to antigen recognition and ongoing BCR stimulation as a pathogenic factor in these CLL subgroups.


Pancreas ◽  
2020 ◽  
Vol Publish Ahead of Print ◽  
Author(s):  
Yixing Wu ◽  
Huatian Huang ◽  
Beatrice Fervers ◽  
Lingeng Lu

Blood ◽  
2005 ◽  
Vol 106 (2) ◽  
pp. 681-689 ◽  
Author(s):  
Susann Fält ◽  
Mats Merup ◽  
Gerard Tobin ◽  
Ulf Thunberg ◽  
Gösta Gahrton ◽  
...  

Abstract The usage of the immunoglobulin (Ig) VH3-21 gene is associated with poor prognosis in B-cell chronic lymphocytic leukemia (B-CLL) despite VH gene mutation status. Many VH3-21+ patients also display restricted heavy- and light-chain Ig gene rearrangements, implying a role of antigen selection in disease development. To explore the specific phenotypic/genotypic features among VH3-21+ B-CLLs, we compared gene expression patterns in 15 VH3-21+ and 24 non-VH3-21 patients (11 with unmutated and 13 with mutated VH genes) using Affymetrix microarray analysis (∼12 500 genes). A distinct expression profile was identified for VH3-21+ patients in contrast to the Ig-unmutated and -mutated groups. By applying different algorithms, the data enabled an efficient class discrimination of the VH3-21+ subset based on 27 or 57 genes. A set of genes was sorted out which, using different analytical methods, consistently gave a distinction between VH3-21+ and non-VH3-21 samples. Several of these genes are involved in regulation of DNA replication/cell-cycle control, transcription and protein kinase activity, which may render the VH3-21+ cells with a higher proliferative drive. However, no clear evidence of increased B-cell receptor signaling was found in the VH3-21+ group. Altogether, our identification of a specific VH3-21 profile may provide insights into the pathogenesis of the VH3-21+ subgroup. (Blood. 2005;106:681-689)


2010 ◽  
Vol 28 (16) ◽  
pp. 2660-2667 ◽  
Author(s):  
Ju-Seog Lee ◽  
Sun-Hee Leem ◽  
Sang-Yeop Lee ◽  
Sang-Cheol Kim ◽  
Eun-Sung Park ◽  
...  

Purpose In approximately 20% of patients with superficial bladder tumors, the tumors progress to invasive tumors after treatment. Current methods of predicting the clinical behavior of these tumors prospectively are unreliable. We aim to identify a molecular signature that can reliably identify patients with high-risk superficial tumors that are likely to progress to invasive tumors. Patients and Methods Gene expression data were collected from tumor specimens from 165 patients with bladder cancer. Various statistical methods, including leave-one-out cross-validation methods, were applied to identify a gene expression signature that could predict the likelihood of progression to invasive tumors and to test the robustness of the expression signature in an independent cohort. The robustness of the gene expression signature was validated in an independent (n = 353) cohort. Results Supervised analysis of gene expression data revealed a gene expression signature that is strongly associated with invasive bladder tumors. A molecular classifier based on this gene expression signature correctly predicted the likelihood of progression of superficial tumor to invasive tumor. Conclusion We present a molecular signature that can predict, at diagnosis, the likelihood of bladder cancer progression and, possibly, lead to improvements in patient therapy.


2020 ◽  
Vol 38 (15_suppl) ◽  
pp. 3082-3082
Author(s):  
Damian Tobias Rieke ◽  
Konrad Friedrich Klinghammer ◽  
Benedikt Obermayer ◽  
Eric Blanc ◽  
Clemens Messerschmidt ◽  
...  

3082 Background: KEAP1 and STK11 mutations are associated with resistance to immune checkpoint inhibition (ICI) in non-small cell lung cancer (NSCLC). Mechanisms are currently unknown. Methods: We examined mutation, methylation, copy number and gene expression data from the cancer genome atlas (TCGA) lung adenocarcinoma (LUAD), lung squamous cell carcinoma (LSCC), head and neck squamous cell carcinoma (HNSCC) and cervical carcinoma (CESC) data sets as well as public single cell gene expression data from a HNSCC cohort. Pathway annotations were performed using gene set enrichment analysis. A previously published cohort of NSCLC patients treated with ICI was analyzed for the predictive value of NFE2L2 mutations on PFS. Results: Annotation of STK11 and KEAP1 mutant LUAD revealed identical gene set enrichment for mitochondrial metabolism and downregulation of the STING-pathway, immune checkpoints, and interferon signaling. A STK11/KEAP1-mutation derived gene expression signature was established in LUAD and found to be driven by NFE2L2-regulated genes. This gene expression signature was independently predictive of immune desertion in LSCC, CESC and HNSCC and associated with STING-pathway downregulation in single cell sequencing analyses in HNSCC. KEAP1 and STK11 mutations were less frequent in LSCC, CESC and HNSCC but NFE2L2 mutations were identified in 15, 6 and 5%, respectively. NFE2L2 mutant SCC exhibited upregulation of the 15-gene- signature as well as immune desertion. In NSCLC, NFE2L2 mutations were associated with significantly worse PFS with ICI. Conclusions: Alterations of KEAP1, STK11, NFE2L2 and other related genes are linked to NFE2L2 target gene upregulation and immune desertion in LUAD, CESC, LSCC and HNSCC alike. The NFE2L2 pathway should be investigated clinically as a putative negative predictive biomarker for ICI and a potential therapeutic target.


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