scholarly journals Comprehensive Genomic Analysis Reveals the Prognostic Role of LRRK2 Copy-Number Variations in Human Malignancies

Genes ◽  
2020 ◽  
Vol 11 (8) ◽  
pp. 846
Author(s):  
Gianluca Lopez ◽  
Giulia Lazzeri ◽  
Alessandra Rappa ◽  
Giuseppe Isimbaldi ◽  
Fulvia Milena Cribiù ◽  
...  

Genetic alterations of leucine-rich repeat kinase 2 (LRRK2), one of the most important contributors to familial Parkinson’s disease (PD), have been hypothesized to play a role in cancer development due to demographical and preclinical data. Here, we sought to define the prevalence and prognostic significance of LRRK2 somatic mutations across all types of human malignancies by querying the publicly available online genomic database cBioPortal. Ninety-six different studies with 14,041 cases were included in the analysis, and 761/14,041 (5.4%) showed genetic alterations in LRRK2. Among these, 585 (76.9%) were point mutations, indels or fusions, 168 (22.1%) were copy number variations (CNVs), and 8 (1.0%) showed both types of alterations. One case showed the somatic mutation R1441C. A significant difference in terms of overall survival (OS) was noted between cases harboring somatic LRRK2 whole deletions, amplifications, and CNV-unaltered cases (median OS: 20.09, 57.40, and 106.57 months, respectively; p = 0.0008). These results suggest that both LRRK2 amplifications and whole gene deletions could play a role in cancer development, paving the way for future research in terms of potential treatment with LRRK2 small molecule inhibitors for LRRK2-amplified cases.

2009 ◽  
Vol 27 (7) ◽  
pp. 1026-1033 ◽  
Author(s):  
Isabelle Janoueix-Lerosey ◽  
Gudrun Schleiermacher ◽  
Evi Michels ◽  
Véronique Mosseri ◽  
Agnès Ribeiro ◽  
...  

Purpose For a comprehensive overview of the genetic alterations of neuroblastoma, their association and clinical significance, we conducted a whole-genome DNA copy number analysis. Patients and Methods A series of 493 neuroblastoma (NB) samples was investigated by array-based comparative genomic hybridization in two consecutive steps (224, then 269 patients). Results Genomic analysis identified several types of profiles. Tumors presenting exclusively whole-chromosome copy number variations were associated with excellent survival. No disease-related death was observed in this group. In contrast, tumors with any type of segmental chromosome alterations characterized patients with a high risk of relapse. Patients with both numerical and segmental abnormalities clearly shared the higher risk of relapse of segmental-only patients. In a multivariate analysis, taking into account the genomic profile, but also previously described individual genetic and clinical markers with prognostic significance, the presence of segmental alterations with (HR, 7.3; 95% CI, 3.7 to 14.5; P < .001) or without MYCN amplification (HR, 4.5; 95% CI, 2.4 to 8.4; P < .001) was the strongest predictor of relapse; the other significant variables were age older than 18 months (HR, 1.8; 95% CI, 1.2 to 2.8; P = .004) and stage 4 (HR, 1.8; 95% CI, 1.2 to 2.7; P = .005). Finally, within tumors showing segmental alterations, stage 4, age, MYCN amplification, 1p and 11q deletions, and 1q gain were independent predictors of decreased overall survival. Conclusion The analysis of the overall genomic pattern, which probably unravels particular genomic instability mechanisms rather than the analysis of individual markers, is essential to predict relapse in NB patients. It adds critical prognostic information to conventional markers and should be included in future treatment stratification.


2019 ◽  
pp. 1-25 ◽  
Author(s):  
Xiaolan Feng ◽  
Erin Pleasance ◽  
Eric Y. Zhao ◽  
Tony Ng ◽  
Jasleen K. Grewal ◽  
...  

PURPOSE This study investigated therapeutic potential of integrated genome and transcriptome profiling of metastatic sarcoma, a rare but extremely heterogeneous group of aggressive mesenchymal malignancies with few systemic therapeutic options. METHODS Forty-three adult patients with advanced or metastatic non-GI stromal tumor sarcomas of various histology subtypes who were enrolled in the Personalized OncoGenomics program at BC Cancer were included in this study. Fresh tumor tissues along with blood samples underwent whole-genome and transcriptome sequencing. RESULTS The most frequent genomic alterations in this cohort are large-scale structural variation and somatic copy number variation. Outlier RNA expression as well as somatic copy number variations, structural variations, and small mutations together suggest the presence of one or more potential therapeutic targets in the majority of patients in our cohort. Point mutations or deletions in known targetable cancer genes are rare; for example, tuberous sclerosis complex 2 provides a rationale for targeting the mammalian target of rapamycin pathway, resulting in a few patients with exceptional clinical benefit from everolimus. In addition, we observed recurrent 17p11-12 amplifications, which seem to be a sarcoma-specific event. This may suggest that this region harbors an oncogene(s) that is significant for sarcoma tumorigenesis. Furthermore, some sarcoma tumors carrying a distinct mutational signature suggestive of homologous recombination deficiency seem to demonstrate sensitivity to double-strand DNA–damaging agents. CONCLUSION Integrated large-scale genomic analysis may provide insights into potential therapeutic targets as well as novel biologic features of metastatic sarcomas that could fuel future experimental and clinical research and help design biomarker-driven basket clinical trials for novel therapeutic strategies.


2020 ◽  
Vol 28 (2) ◽  
pp. 123-131
Author(s):  
Valeriu Moldovan ◽  
Elena Moldovan

AbstractMultiplex Ligation-dependent Probe Amplification is a technique proposed for the detection of deletions or duplications that may lead to copy number variations in genomic DNA, mainly due to its higher resolution, and shorter overall diagnosis time, when compared with techniques traditionally used, namely karyotyping, fluorescence in situ hybridization, and array comparative genomic hybridization. Multiplex Ligation-dependent Probe Amplification is a fast (about 2 days), useful and cost-effective technique, being suitable for the diagnosis of hereditary conditions caused by complete or partial gene deletions or duplications, as these conditions are either more difficult or impossible to be diagnosed by other techniques, such as PCR, Real-Time PCR, or sequencing (Sanger or Next Generation). Due to its numerous advantages over conventional cytogenetic analysis techniques, Multiplex Ligation-dependent Probe Amplification could be used in the near future as the main technique for the molecular investigation of genetic conditions caused by copy number variations, in both rare and complex genetic disorders.


Cancers ◽  
2019 ◽  
Vol 11 (5) ◽  
pp. 665 ◽  
Author(s):  
Marguerite Tyran ◽  
Nadine Carbuccia ◽  
Séverine Garnier ◽  
Arnaud Guille ◽  
José Adelaïde ◽  
...  

Improving the systemic treatment of brain metastases (BM) in primary breast cancer (PBC) is impaired by the lack of genomic characterization of BM. To estimate the concordance of DNA copy-number-alterations (CNAs), mutations, and actionable genetic alterations (AGAs) between paired samples, we performed whole-genome array-comparative-genomic-hybridization, and targeted-next-generation-sequencing on 14 clinical PBC–BM pairs. We found more CNAs, more mutations, and higher tumor mutational burden, and more AGAs in BM than in PBC; 92% of the pairs harbored at least one AGA in the BM not observed in the paired PBC. This concerned various therapeutic classes, including tyrosine-kinase-receptor-inhibitors, phosphatidylinositol 3-kinase/AKT/ mammalian Target of Rapamycin (PI3K/AKT/MTOR)-inhibitors, poly ADP ribose polymerase (PARP)-inhibitors, or cyclin-dependent kinase (CDK)-inhibitors. With regards to the PARP-inhibitors, the homologous recombination defect score was positive in 79% of BM, compared to 43% of PBC, discordant in 7 out of 14 pairs, and positive in the BM in 5 out of 14 cases. CDK-inhibitors were associated with the largest percentage of discordant AGA appearing in the BM. When considering the AGA with the highest clinical-evidence level, for each sample, 50% of the pairs harbored an AGA in the BM not detected or not retained from the analysis of the paired PBC. Thus, the profiling of BM provided a more reliable opportunity, than that of PBC, for diagnostic decision-making based on genomic analysis. Patients with BM deserve an investigation of several targeted therapies.


2020 ◽  
Vol 26 (14) ◽  
pp. 3629-3640 ◽  
Author(s):  
Julian Marcon ◽  
Renzo G. DiNatale ◽  
Alejandro Sanchez ◽  
Ritesh R. Kotecha ◽  
Sounak Gupta ◽  
...  

2019 ◽  
Vol 21 (Supplement_3) ◽  
pp. iii6-iii6
Author(s):  
R Rudà ◽  
F Bruno ◽  
F De Bacco ◽  
F Orzan ◽  
P Cassoni ◽  
...  

Abstract BACKGROUND Liquid biopsy (LB) by cerebrospinal fluid (CSF) can be useful to identify circulating tumour DNA (ctDNA), thus offering information about the heterogeneity of the neoplastic genome. The aim of our study is to assess the effectiveness of LB of the CSF in detecting ctDNA which mirrors the genetic profile of the tumoural tissue, and to investigate the clinical and radiological aspects influencing the availability of ctDNA. MATERIAL AND METHODS Tumoral tissue and CSF samples of 13 GBM patients undergoing surgery was collected. CSF was withdrawn from the very proximity of the tumoural surface before the excision. DNA extracted from tissue samples was analysed by qPCR to identify typical genetic alterations such as copy number variations (EGFR, PDGFRA, CDK4, MDM2, CDKN2A), and point mutations (TP53, PTEN, IDH, NRAS, PI3K1, pTERT). CtDNA extracted from CSF was analysed by droplet digital PCR to assess the presence of the alterations found in the matching tissue. Both contrast-enhanced (CE) and FLAIR volumes of the lesions were measured in the pre-surgical MRI. Linear and logarithmic regressions were employed for the statistical analysis. RESULTS From June 2016 to February 2017 we prospectively collected 13 GBM patients. Median age was 73 years. All lesions showed CE at the MRI; other radiological findings included necrosis (84.6%), oedema (76.9%), cortical, ventricular or meningeal involvement (76.9%, 30.8%, and 15.4%). Median volumes of CE and FLAIR lesions were 28.6 and 25.5 cm3, with a median FLAIR/CE ratio of 72.9. Surgery was subtotal (<95%) in all patients. All GBM tissues were tested for the following alterations: EGFR, PDGFRA, CDK4, MDM2, CDKN2A; 76.9% were tested for TP53, PTEN, and IDH mutations; 38.5% for NRAS and pTERT mutations; 30.8% for PI3KR1 mutation. MGMT methylation was assessed in 12 cases (92.3%) and found in 7 (58.3%). Median CSF volume, ctDNA quantity and concentration were 0.45 mL, 59.64 ng, and 0.42 ng/μL. Processable DNA was found in 11 CSF specimens (84.6%), in 8 of which (61.5%) it carried the same alteration expressed by the tumoural cells of the matched tissue, while in 3 cases (23.1%) it seemed to have a different genetic profile; finally, in 2 cases it was not possible to detect any circulating DNA in the CSF. Preliminary data on 13 patients suggest that the ctDNA concentration in the CSF could be related to the FLAIR/CE ratio as measured in the MRI before surgery (p = 0.02). Other correlations between the molecular and the radiological features are still being exploring. CONCLUSION Our study confirms that LB of CSF can detect ctDNA carrying the same molecular profile harboured in the tumour. Therefore, it seems to be an accurate method to identify markers useful for the diagnosis and the monitoring of the disease. Additionally, our ongoing study is trying to demonstrate a potential correlation between radiological features of the tumour and availability of ctDNA in CSF.


2019 ◽  
Vol 159 (2) ◽  
pp. 66-73 ◽  
Author(s):  
Takahiro Kinoshita ◽  
Masashi Mikami ◽  
Tadayuki Ayabe ◽  
Keiko Matsubara ◽  
Hiromi Ono ◽  
...  

The genomic region at 15q11.2q13 represents a hotspot for copy-number variations (CNVs) due to nonallelic homologous recombination. Previous studies have suggested that the development of 15q11.2q13 deletions in sperm may be affected by seasonal factors because patients with Prader-Willi syndrome resulting from 15q11.2q13 deletions on paternally derived chromosomes showed autumn-dominant birth seasonality. The present study aimed to determine the frequency of 15q11.2q13 CNVs in sperm of healthy men and clarify the effects of various environmental factors, i.e., age, smoking status, alcohol intake, and season, on the frequency. Thirty volunteers were asked to provide semen samples and clinical information once in each season of a year. The rates of 15q11.2q13 CNVs were examined using 2-color FISH. The results were statistically analyzed using a generalized estimating equation with negative binomial distribution and a log link function. Consequently, informative data were obtained from 83 samples of 26 individuals. The rates of deletions and duplications ranged from 0.04 to 0.48% and from 0.08 to 0.30%, respectively. The rates were not correlated with the age, smoking status, or alcohol intake. Sperm produced in winter showed 1.2 to 1.4-fold high rates for both deletions and duplications as compared with sperm produced in the other seasons; however, there was no significant difference. These results demonstrate high and variable CNV rates at 15q11.2q13 in sperm of healthy men. These CNVs appear to occur independent of the age, smoking status, or alcohol intake, while the effect of season remains inconclusive. Our results merit further validation.


Blood ◽  
2015 ◽  
Vol 126 (23) ◽  
pp. 2841-2841 ◽  
Author(s):  
Yosaku Watatani ◽  
Yasunobu Nagata ◽  
Vera Grossmann ◽  
Yusuke Okuno ◽  
Tetsuichi Yoshizato ◽  
...  

Abstract Myelodysplastic syndromes (MDS) and related disorders are a heterogeneous group of chronic myeloid neoplasms with a high propensity to acute myeloid leukemia. A cardinal feature of MDS, as revealed by the recent genetic studies, is a high frequency of mutations and copy number variations (CNVs) affecting epigenetic regulators, such as TET2, IDH1/2, DNMT3A, ASXL1, EZH2, and other genes, underscoring a major role of deregulated epigenetic regulation in MDS pathogenesis. Meanwhile, these mutations/deletions have different impacts on the phenotype and the clinical outcome of MDS, suggesting that it should be important to understand the underlying mechanism for abnormal epigenetic regulation for better classification and management of MDS. SETD2 and ASH1L are structurally related proteins that belong to the histone methyltransferase family of proteins commonly engaged in methylation of histone H3K36. Both genes have been reported to undergo frequent somatic mutations and copy number alterations, and also show abnormal gene expression in a variety of non-hematological cancers. Moreover, germline mutation of SETD2 has been implicated in overgrowth syndromes susceptible to various cancers. However, the role of alterations in these genes has not been examined in hematological malignancies including myelodysplasia. In this study, we interrogated somatic mutations and copy number variations, among a total of 1116 cases with MDS and myelodysplastic/myeloproliferative neoplasms (MDS/MPN), who had been analyzed by target deep sequencing (n=944), and single nucleotide polymorphism-array karyotyping (SNP-A) (n=222). Gene expression was analyzed in MDS cases and healthy controls, using publically available gene expression datasets. SETD2 mutations were found in 6 cases, including 2 with nonsense and 4 with missense mutations, and an additional 10 cases had gene deletions spanning 1.8-176 Mb regions commonly affecting the SETD2 locus in chromosome 3p21.31, where SETD2 represented the most frequently deleted gene within the commonly deleted region. SETD2 deletion significantly correlated with reduced SETD2 expression. Moreover, MDS cases showed a significantly higher SETD2 expression than healthy controls. In total, 16 cases had either mutations or deletions of the SETD2 gene, of which 70% (7 out of 10 cases with detailed diagnostic information) were RAEB-1/2 cases. SETD2 -mutated/deleted cases had frequent mutations in TP53 (n=4), SRSF2 (n=3), and ASXL1 (n=3) and showed a significantly poor prognosis compared to those without mutations/deletions (HR=3.82, 95%CI; 1.42-10.32, P=0.004). ASH1L, on the other hand, was mutated and amplified in 7 and 13 cases, respectively, of which a single case carried both mutation and amplification with the mutated allele being selectively amplified. All the mutations were missense variants, of which 3 were clustered between S1201 and S1209. MDS cases showed significantly higher expression of ASH1L compared to healthy controls, suggesting the role of ASH1L overexpression in MDS development. Frequent mutations in TET2 (n=8) and SF3B1 (n=6) were noted among the 19 cases with ASH1L lesions. RAEB-1/2 cases were less frequent (n=11) compared to SETD2-mutated/deleted cases. ASH1L mutations did not significantly affect overall survival compared to ASH1L-intact cases. Gene Set Expression Analysis (Broad Institute) on suppressed SETD2 and accelerated ASH1L demonstrated 2 distinct expression signatures most likely due to the differentially methylated H3K36. We described recurrent mutations and CNVs affecting two histone methyltransferase genes, which are thought to represent novel driver genes in MDS involved in epigenetic regulations. Given that SETD2 overexpression and reduced ASH1L expression are found in as many as 89% of MDS cases, deregulation of both genes might play a more role than expected from the incidence of mutations and CNVs alone. Although commonly involved in histone H3K36 methylation, both methyltransferases have distinct impacts on the pathogenesis and clinical outcome of MDS in terms of the mode of genetic alterations and their functional consequences: SETD2 was frequently affected by truncating mutations and gene deletions, whereas ASH1L underwent gene amplification without no truncating mutations, suggesting different gene targets for both methyltransferases, which should be further clarified through functional studies. Disclosures Alpermann: MLL Munich Leukemia Laboratory: Employment. Nadarajah:MLL Munich Leukemia Laboratory: Employment. Haferlach:MLL Munich Leukemia Laboratory: Employment, Equity Ownership. Kern:MLL Munich Leukemia Laboratory: Employment, Equity Ownership. Shih:Novartis: Research Funding.


Blood ◽  
2016 ◽  
Vol 128 (22) ◽  
pp. 4071-4071
Author(s):  
Anne Benard ◽  
Ilse Zondervan ◽  
Jan Schouten ◽  
Karel de Groot ◽  
Farzaneh Ghazavi ◽  
...  

Abstract Background: Recurrent and clonal genetic alterations are characteristic of different subtypes of pediatric acute lymphoblastic leukemia (ALL) and several of them are strong independent predictors of patient outcome. Multiplex Ligation-dependent Probe Amplification (MLPA) has become one of the standard methods for detection of common copy number alterations (CNAs), including IKZF1 deletions, which are associated with a poor outcome. However, standard MLPA assays only accommodate a maximum of 60 MLPA probes. In order to increase the number of target sequences in one assay, a next generation sequencing (NGS)-based MLPA variant has been developed. This digitalMLPA assay is based on the well-known MLPA procedure but can include up to 1000 probes in a single reaction, uses minute amounts of DNA (≥20ng) and can be analysed on all Illumina NGS platforms. Methods: A digitalMLPA assay was designed and optimised to detect CNAs of 55 key target genes and regions in childhood ALL, including deletions of B-cell differentiation and cell cycle control genes (PAX5, IKZF1/2/3, EBF1, RB1, CDKN2A/B, ETV6, and BTG1), iAMP21 and rearrangements of the PAR1 region, T-cell ALL associated aberrations (STIL-TAL1, LEF1, CASP8AP2, MYB, EZH2, MLLT3, NUP214-ABL1, PTEN, LMO1/2, NF1, SUZ12, PTPN2, PHF6), ERG and TP53 deletions. Several genetic alterations of potential prognostic and/or therapeutic relevance in ALL have also been included (NOTCH1, CD200/BTLA, VPREB1, TBL1XR1, PDGFRB-EBF1, IGHM, NR3C1/2, CREBBP, CTCF, ADD3, EPHA1, FHIT, SPRED1 and TOX). All target genes are covered by at least 3 digitalMLPA probes (~450 probes in total). Moreover, a set of 200 probes was designed for genome-wide detection of gross ploidy changes (high hyper- or hypodiploidy) and to determine the extent of CNAs, while also acting as reference probes for data normalization. Performance of all probes has been extensively tested on genomic DNA from healthy individuals and positive cell lines. Only probes with a standard deviation <0.12 were included. All probes were also tested under various experimental conditions, such as different salt, probe and polymerase concentrations. A series of 76 pediatric ALL patient samples (including both B-ALL and T-ALL samples), previously characterized for specific genetic aberrations by array CGH (aCGH) and/or SNP array, has been analysed single-blinded using the digitalMLPA assay. Results were compared to those obtained from standard MLPA assays (P335 ALL-IKZF1 and P327 iAMP21-ERG), which contain probes with different ligation sites for the respective genes. A dilution series of three B-ALL patient samples was analysed to determine the detection limit for subclonal aberrations. Results: All aberrations previously identified by other methods in 67 pediatric ALL samples, were also identified using the digitalMLPA assay. These included whole chromosome gains and losses, whole gene deletions or gains, iAMP21, fusion genes (STIL-TAL1, NUP214-ABL1 and PDGFRB-EBF1) and intragenic gene deletions (IKZF1, ERG, CDKN2A/B, ETV6, PAX5 RUNX1, RB1, LEF1, NR3C1, RAG2, VPREB1, MLLT3, BTG1 and PTEN). Of interest was a case of high hyperdiploidy, which was correctly identified by digitalMLPA, while by aCGH analysis this case was misinterpreted as having multiple deletions. Among several other intragenic deletions, a heterozygous deletion of ERG exons 5-9 was observed in one patient. In addition, several cases of homozygous single-exon deletions were observed (e.g. IKZF1 exon 8, LEF1exon 3) and confirmed by aCGH. These findings should be further investigated with respect to their clinical impact. Results from the dilution series indicated that subclonal aberrations can be reliably detected by this digitalMLPA assay if present in at least 20- 30% of tumour cells. Conclusions: This study demonstrates that digitalMLPA is a reliable technique that can be used to genetically characterize clinical samples of ALL patients. Experiments can be performed on small amounts of DNA in a high-throughput and cost-effective fashion. Because of the targeted approach, data analysis will be much easier as compared to array or other sequencing platforms. These results merit further consideration of (digital)MLPA as a valuable alternative for genetic work-up of newly diagnosed ALL patients. Disclosures No relevant conflicts of interest to declare.


2016 ◽  
Vol 34 (2_suppl) ◽  
pp. 281-281 ◽  
Author(s):  
Ratish Gambhira ◽  
Elisa M. Ledet ◽  
Aryeneesh Dotiwala ◽  
Diptasri Mandal ◽  
A. Oliver Sartor

281 Background: Cell-free DNA (cfDNA) present in the plasma of advanced cancer patients can reflect tumor related genetic alterations. Recent data suggests copy number variations (CNVs) in AR-associated and DNA repair pathway genes play a potential role in prostate cancer progression. Here, we performed sequencing of cfDNA from 13 mCRPC patients to evaluate its potential in elucidating tumor related genetic variations. The long-term goal of our project is to correlate cfDNA derived genetic alterations with prostate cancer progression and/or therapeutic resistance/responses. Methods: cfDNA was isolated from 13 advanced mCRPC patient plasma samples using the Qiagen circulating nucleic acid kit. 100ng of cfDNA was utilized for library construction; and the libraries were paired-end sequenced on the Illumina HiSeq 2000. The resulting data was analyzed using the GATK best practices bioinformatics pipeline and the visualized using the SNP & Variation Suite v8.x. Results: The bioanalyzer profiles of cfDNA derived from mCRPC patients is highly fragmented with an average fragment size of 306-605bp. Although, several CNVs were found across the genome, we focused analysis on CNVs related to AR associated and DNA repair genes. Our preliminary analysis of cfDNA, despite low sequencing depth, shows full or partial amplifications in AR (13/13), and other genes including FOXA1, NCOR1, NCOR2 and/or PIK3CA (7/13) and NCOR2 (10/13). For DNA repair genes partial/full amplifications were present in BRAC1, BRAC2, ATM, CDK12, MLH1 and/or MSH2 (7/13). Deletions are less reliably detected in the highly fragmented cfDNA. The majority of these CNVs have been reported in the WGS studies from metastatic CRPC tissue derived genomic DNA (cBioPortal). We are currently validating cfDNA genomic alterations by comparing it to germ line DNA derived via qPCR. Conclusions: Our preliminary study indicates that AR and DNA repair related genetic alterations could be found in the cfDNA derived from metastatic CRPC patients. This warrants more detailed examination of these cfDNA genetic alterations for identifying clinically relevant issues in mCRPC patients.


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