scholarly journals Identification of Clinically Relevant Subgroups of Chronic Lymphocytic Leukemia Through Discovery of Abnormal Molecular Pathways

2021 ◽  
Vol 12 ◽  
Author(s):  
Petr Taus ◽  
Sarka Pospisilova ◽  
Karla Plevova

Chronic lymphocytic leukemia (CLL) is the most common form of adult leukemia in the Western world with a highly variable clinical course. Its striking genetic heterogeneity is not yet fully understood. Although the CLL genetic landscape has been well-described, patient stratification based on mutation profiles remains elusive mainly due to the heterogeneity of data. Here we attempted to decrease the heterogeneity of somatic mutation data by mapping mutated genes in the respective biological processes. From the sequencing data gathered by the International Cancer Genome Consortium for 506 CLL patients, we generated pathway mutation scores, applied ensemble clustering on them, and extracted abnormal molecular pathways with a machine learning approach. We identified four clusters differing in pathway mutational profiles and time to first treatment. Interestingly, common CLL drivers such as ATM or TP53 were associated with particular subtypes, while others like NOTCH1 or SF3B1 were not. This study provides an important step in understanding mutational patterns in CLL.

Blood ◽  
2018 ◽  
Vol 132 (Supplement 1) ◽  
pp. 3113-3113
Author(s):  
Elena Vendramini ◽  
Riccardo Bomben ◽  
Federico Pozzo ◽  
Dania Benedetti ◽  
Maria Francesca Rossi ◽  
...  

Abstract Background Extensive sequencing data highlighted the recurrence of mutations resulting in constitutive MAP kinase signaling in chronic lymphocytic leukemia (CLL), and proposed these mutations as late drivers of CLL progression (X.S. Puente, Nature, 2015; D.A. Landau, Nature, 2015). Although some preliminary studies suggested KRAS, NRAS and BRAF mutations as possibly associated with trisomy 12 (TRI12) and/or unmutated (UM) IGHV genes (C.D. Herling, Blood, 2016; K. Takahashi, Blood, 2018), dedicated analysis of these aspects is still missing. Aim To correlate the occurrence of KRAS, NRAS and BRAF mutations with specific clinico-biological features in CLL. Methods The study included 534 primary CLL purposely enriched with 300 TRI12 cases: 190 cases with TRI12 as sole chromosomal aberration (TRI12only) and 110 cases harboring TRI12 plus other chromosomal aberrations (TRI12plus). The cohort was also enriched in cases with NOTCH1 aberrations (n=214) to evaluate their possible role in RAS-RAF mutations incidence. Amplicon-based targeted next-generation sequencing assay was performed using Miseq Illumina on DNA from purified CLL samples. Analyzed amplicons mapped in the hotspot regions of KRAS, NRAS (exons 2, 3 and 4) and BRAF (exons 11 and 15) genes. Variant allele frequency (VAF) was obtained by Miseq report. CLL cases were characterized for IGHV mutational status, main cytogenetic abnormalities, NOTCH1 and TP53 aberrations. Time to first treatment (TTFT) data were correlated with molecular findings. Results We found 90 missense point mutations (Fig.1) in 64 CLL cases, with prevalence of KRAS (44 mutations in 38 patients), followed by BRAF (31 mutations in 24 patients) and NRAS (15 mutations in 13 patients). Nearly all mutations have been previously associated with gain-of-function phenotype and increased RAS/ERK downstream signaling. The co-occurrence of 2 mutated genes (mainly KRAS and BRAF) were observed in 11 patients. Mutations were mainly subclonal (median VAF 6.15%, range 1.3%-61.6%) with only one third of mutations (27/90) above 15% VAF. A high association between the presence of KRAS/NRAS/BRAF mutations and UM IGHV and the presence of TRI12 was observed. Overall, 87.3% of KRAS/NRAS/BRAF mutated cases had a UM IGHV (p<0.0001) and 79.7% were TRI12 CLL (p<0.0001) (Fig.2). Moreover, in the context of the UM IGHV CLL group (332 cases), TRI12 CLL had a 4-fold higher KRAS/NRAS/BRAF mutation frequency (46/182, 25.3%) than non-TRI12 (9/150, 6%; p<0.0001). Indeed, we found 29/182 (15.9%) KRAS, 9/182 (4.9%) NRAS and 17/182 (9.3%) BRAF mutated cases in the TRI12 group vs. 4/150 (2.7%) KRAS, 3/150 (2%) NRAS and 3/150 (2%) BRAF mutated cases in the non-TRI12 group. The KRAS/NRAS/BRAF mutation frequency was even higher when considering the TRI12only group in the context of UM IGHV (38/133, 28.6%). Conversely, CLL cases with del(13q) as sole chromosomal aberration (n=94) showed the lowest frequency of KRAS/NRAS/BRAF mutations (2/94, 2.1% in the whole cohort and 2/53, 3.8% in the context of UM IGHV cases). Furthermore, a higher prevalence of KRAS/NRAS/BRAF mutations was found in NOTCH1 wild type (wt) (22.1%) when compared to NOTCH1 mutated (11.2%) cases, in the context of the UM IGHV group (p=0.008), pointing to a mutual exclusivity of these mutations in the pathogenesis of disease. No other significant associations with clinical variables as RAI stage at diagnosis, presence of TP53 mutations or gender were observed. We finally evaluated if KRAS/NRAS/BRAF mutations had an impact on TTFT in the context of UM IGHV/TRI12only/NOTCH1wt, that showed the highest incidence of mutations (26/70, 37%). Both KRAS mutations alone (p=0.005) and KRAS/NRAS mutations (p=0.04) were associated with shorter TTFT (Fig.3). Conclusions Taken together our data show that KRAS, NRAS and BRAF mutations are almost exclusively found in UM IGHV/TRI12/NOTCH1wt CLL and, in the context of this CLL group the presence of KRAS and NRAS mutations is associated with unfavorable prognosis. The high incidence of KRAS, NRAS and BRAF activating mutations in TRI12 CLL together with the observation of higher level of ERK phosphorylation (S. Decker, Blood, 2012) and higher sensitivity to MEK/ERK inhibitors (S. Dietrich, J Clin Invest, 2018) described in the TRI12, reinforce the evidence of an essential role for MEK/ERK signaling in TRI12 CLL, pointing to this pathway as the most appropriate therapeutic target. Disclosures Zaja: Novartis: Honoraria, Research Funding; Janssen: Honoraria; Abbvie: Honoraria; Celgene: Honoraria, Research Funding; Amgen: Honoraria; Takeda: Honoraria; Sandoz: Honoraria.


2011 ◽  
Vol 129 (3) ◽  
pp. 171-175 ◽  
Author(s):  
Daniel Mazza Matos ◽  
Roberto Passetto Falcão

Monoclonal B-cell lymphocytosis (MBL) is a recently described medical condition that displays biological similarities to the most common subtype of adult leukemia in the Western world, i.e. chronic lymphocytic leukemia (CLL). Diagnostic criteria have been published with the aim of differentiating between these two entities. The overall prevalence of MBL is at least 100 times higher than that of CLL, which indirectly suggests that MBL is not necessarily a pre-leukemic condition, although in some circumstances, CLL cases can really be preceded by MBL. In view of this high prevalence rate, general clinicians and even non-hematological specialists have a high chance of being faced with individuals with MBL in their routine clinical practice. MBL is classified as "clinical MBL", "population-screening MBL" and "atypical MBL" and the clinical management of affected individuals depends greatly on this differentiation. The present review provides a guide to diagnosing and following up MBL patients.


2014 ◽  
Vol 2014 ◽  
pp. 1-4
Author(s):  
Patrycja Zielinska ◽  
Miroslaw Markiewicz ◽  
Monika Dzierzak-Mietla ◽  
Anna Koclega ◽  
Grzegorz Helbig ◽  
...  

Chronic lymphocytic leukemia (CLL) is the most common adult leukemia in the Western world. Host immune surveillance caused mainly by the disease itself is speculated to be responsible for high incidence of secondary neoplasms. However, the simultaneous occurrence of CLL and myeloproliferative disorder in the same patient is extremely rare. In the present report, a case of an 81-year-old man who was diagnosed with chronic lymphocytic leukemia and concomitant essential thrombocythemia is presented. We describe the morphologic, immunophenotypic, cytogenetic, and molecular findings in this patient. We also review the current literature.


2020 ◽  
Vol 21 (20) ◽  
pp. 7663
Author(s):  
Katarzyna Szoltysek ◽  
Carmela Ciardullo ◽  
Peixun Zhou ◽  
Anna Walaszczyk ◽  
Elaine Willmore ◽  
...  

Chronic lymphocytic leukemia (CLL) is the most common adult leukemia in the Western World and it is characterized by a marked degree of clinical heterogeneity. An impaired balance between pro- and anti-apoptotic stimuli determines chemorefractoriness and outcome. The low proliferation rate of CLL cells indicates that one of the primary mechanisms involved in disease development may be an apoptotic failure. Here, we study the clinical and functional significance of DRAK2, a novel stress response kinase that plays a critical role in apoptosis, T-cell biology, and B-cell activation in CLL. We have analyzed CLL patient samples and showed that low expression levels of DRAK2 were significantly associated with unfavorable outcome in our CLL cohort. DRAK2 expression levels showed a positive correlation with the expression of DAPK1, and TGFBR1. Consistent with clinical data, the downregulation of DRAK2 in MEC-1 CLL cells strongly increased cell viability and proliferation. Further, our transcriptome data from MEC-1 cells highlighted MAPK, NF-κB, and Akt and as critical signaling hubs upon DRAK2 knockdown. Taken together, our results indicate DRAK2 as a novel marker of CLL survival that plays key regulatory roles in CLL prognosis.


2020 ◽  
Vol 27 (3) ◽  
Author(s):  
I. Landego ◽  
D. Hewitt ◽  
I. Hibbert ◽  
D. Dhaliwal ◽  
W. Pieterse ◽  
...  

Chronic lymphocytic leukemia (CLL) is the most common adult leukemia in the western world. Unfortunately these patients are often immunosuppressed and at increased risk of infection and secondary malignancy. Previous meta-analysis has found that patients with CLL are at a four-fold increase of melanoma compared to the general population. Recent advancements in our understanding of the programmed death (PD) receptor pathway have led to the advent of immunotherapies to target cancer cells. The use of PD-1 inhibitors is now considered first line treatment for BRAF wild-type metastatic melanoma. Interestingly, early pre-clinical data suggest that inhibition of this pathway may also be used in the treatment of CLL, however clinical trials now published were not successful. In this case series we highlight two cases where patients with CLL and concurrent malignant melanoma undergo treatment with PD-1 inhibitors, and were found to have reductions in their WBC counts but these were not sustained. These cases further illustrate that treatment of CLL with PD-1 inhibitors are ineffective treatment alone.


2021 ◽  
Vol 10 (4) ◽  
pp. 867
Author(s):  
Katarzyna Skorka ◽  
Paulina Wlasiuk ◽  
Agnieszka Karczmarczyk ◽  
Krzysztof Giannopoulos

Functional toll-like receptors (TLRs) could modulate anti-tumor effects by activating inflammatory cytokines and the cytotoxic T-cells response. However, excessive TLR expression could promote tumor progression, since TLR-induced inflammation might stimulate cancer cells expansion into the microenvironment. Myd88 is involved in activation NF-κB through TLRs downstream signaling, hence in the current study we provided, for the first time, a complex characterization of expression of TLR2, TLR4, TLR7, TLR9, and MYD88 as well as their splicing forms in two distinct compartments of the microenvironment of chronic lymphocytic leukemia (CLL): peripheral blood and bone marrow. We found correlations between MYD88 and TLRs expressions in both compartments, indicating their relevant cooperation in CLL. The MYD88 expression was higher in CLL patients compared to healthy volunteers (HVs) (0.1780 vs. 0.128, p < 0.0001). The TLRs expression was aberrant in CLL compared to HVs. Analysis of survival curves revealed a shorter time to first treatment in the group of patients with low level of TLR4(3) expression compared to high level of TLR4(3) expression in bone marrow (13 months vs. 48 months, p = 0.0207). We suggest that TLRs expression is differentially regulated in CLL but is similarly shared between two distinct compartments of the microenvironment.


Cancers ◽  
2020 ◽  
Vol 12 (11) ◽  
pp. 3259
Author(s):  
Luca Laurenti ◽  
Dimitar G. Efremov

Chronic lymphocytic leukemia (CLL) is a common B cell malignancy and is the most common type of adult leukemia in western countries [...]


2011 ◽  
Vol 29 (31) ◽  
pp. 4088-4095 ◽  
Author(s):  
William G. Wierda ◽  
Susan O'Brien ◽  
Xuemei Wang ◽  
Stefan Faderl ◽  
Alessandra Ferrajoli ◽  
...  

Purpose The clinical course for patients with chronic lymphocytic leukemia (CLL) is diverse; some patients have indolent disease, never needing treatment, whereas others have aggressive disease requiring early treatment. We continue to use criteria for active disease to initiate therapy. Multivariable analysis was performed to identify prognostic factors independently associated with time to first treatment for patients with CLL. Patients and Methods Traditional laboratory, clinical prognostic, and newer prognostic factors such as fluorescent in situ hybridization (FISH), IGHV mutation status, and ZAP-70 expression evaluated at first patient visit to MD Anderson Cancer Center were correlated by multivariable analysis with time to first treatment. This multivariable model was used to develop a nomogram—a weighted tool to calculate 2- and 4-year probability of treatment and estimate median time to first treatment. Results There were 930 previously untreated patients who had traditional and new prognostic factors evaluated; they did not have active CLL requiring initiation of treatment within 3 months of first visit and were observed for time to first treatment. The following were independently associated with shorter time to first treatment: three involved lymph node sites, increased size of cervical lymph nodes, presence of 17p deletion or 11q deletion by FISH, increased serum lactate dehydrogenase, and unmutated IGHV mutation status. Conclusion We developed a multivariable model that incorporates traditional and newer prognostic factors to identify patients at high risk for progression to treatment. This model may be useful to identify patients for early interventional trials.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 3283-3283
Author(s):  
Barbara Kantorova ◽  
Jitka Malcikova ◽  
Veronika Navrkalova ◽  
Jana Smardova ◽  
Kamila Brazdilova ◽  
...  

Abstract Introduction A presence of activating mutations in NOTCH1 gene has been recently associated with reduced survival and chemo-immunotherapy resistance in chronic lymphocytic leukemia (CLL). However, a prognostic significance of the NOTCH1 mutations with respect to TP53mutation status has not been fully explained yet. Methods An examined cohort included 409 patients with CLL enriched for high risk cases; in 121 patients consecutive samples were investigated. To determine the TP53 mutation status, a functional analysis of separated alleles in yeast (FASAY, exons 4-10) combined with direct sequencing was performed; the ambiguous cases were retested using an ultra-deep next generation sequencing (MiSeq platform; Illumina). The presence of NOTCH1 hotspot mutation (c.7544_7545delCT) was analyzed using direct sequencing complemented by allele-specific PCR in the selected samples. In several patients harboring concurrent NOTCH1 and TP53 mutations, single separated cancer cells were examined using multiplex PCR followed by direct sequencing. A correlation between mutation presence and patient overall survival, time to first treatment and other molecular and cytogenetic prognostic markers was assessed using Log-rank (Mantel-cox) test and Fisher's exact test, respectively. Results The NOTCH1 and TP53 mutations were detected in 16% (65/409) and 27% (110/409) of the examined patients, respectively; a coexistence of these mutations in the same blood samples was observed in 11% (19/175) of the mutated patients. The detected increased mutation frequency attributes to more unfavorable profile of the analyzed cohort; in the TP53-mutated patients missense substitutions predominated (75% of TP53 mutations). As expected, a significantly reduced overall survival in comparison to the wild-type cases (147 months) was observed in the NOTCH1-mutated (115 months; P = 0.0018), TP53-mutated (79 months; P < 0.0001) and NOTCH1-TP53-mutated patients (101 months; P = 0.0282). Since both NOTCH1 and TP53 mutations were strongly associated with an unmutated IGHV gene status (P < 0.0001 and P = 0.0007), we reanalyzed the IGHV-unmutated patients only and interestingly, the impact of simultaneous NOTCH1 and TP53 mutation presence on patient survival was missed in this case (P = 0.1478). On the other hand, in the NOTCH1 and/or TP53-mutated patients significantly reduced time to first treatment was identified as compared to the wild-type cases (41 months vs. 25 months in NOTCH1-mutated, P = 0.0075; 17 months in TP53-mutated, P < 0.0001; and 18 months in NOTCH1-TP53-mutated patients, P = 0.0003). The similar results were observed also in the subgroup of the IGHV-unmutated patients, with the exception of patients carrying sole NOTCH1 mutation (P = 0.2969). Moreover, in the NOTCH1-TP53-mutated patients an increased frequency of del(17p)(13.1) was found in comparison to the TP53-mutated patients only (72% vs. 56%); this cytogenetic defect was not detected in the patients with sole NOTCH1 mutation. Our results might indicate, that NOTCH1 mutation could preferentially co-selected with particular, less prognostic negative type of TP53 defects. Notably, in our cohort the NOTCH1 mutation predominated in the patients harboring truncating TP53 mutations localized in a C-terminal part of the TP53 gene behind the DNA-binding domain (P = 0.0128). Moreover, in one of the NOTCH1-TP53-mutated patients the analysis of separated cancer cells revealed a simultaneous presence of NOTCH1 mutation and TP53 in-frame deletion in the same CLL cell. In contrast, in the other examined NOTCH1-TP53-mutated patient the concurrent NOTCH1 mutation and TP53 missense substitution (with presumed negative impact on patient prognosis) were found in different CLL cells. Conclusions The parallel presence of NOTCH1 hotspot mutation might be detected in a significant proportion of TP53-mutated patients and it seems to be associated with less prognostic unfavorable TP53 mutations. Nevertheless, these preliminary data should be further confirmed in a large cohort of patients. This study was supported by projects VaVPI MSMT CR CZ.1.05/1.1.00/02.0068 of CEITEC, IGA MZ CR NT13493-4/2012, NT13519-4/2012 and CZ.1.07/2.3.00/30.0009. Disclosures Brychtova: Roche: Travel grants Other. Doubek:Roche: Travel grants Other.


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