Figure 1 - uploaded by J. Silvio Gutkind
Content may be subject to copyright.
Whole genome sequencing of tumor Met2 and paired germline DNA revealed extensive somatic alterations in tumor DNA. (A) A CIRCOS plot shows non-synonymous somatic mutations, copy number changes, lesser allele fraction, loss of heterozygosity (LOH), and abnormal junctions in the Met2 tumor genome. (B,C) Chromothripsis was evident by massive complex rearrangements detected at chromosomes 4q and 13p by whole genome sequencing. In the junction plots, black, green, and red lines represent deletions, tandem duplication, and inversion respectively. Each dot in the copy number and LAF plots represents a 2 kilobases DNA fragment, and red and green lines mark the average segmental copy number and LAF respectively. LAF, lesser allele fraction. doi: 10.1371/journal.pone.0077731.g001

Whole genome sequencing of tumor Met2 and paired germline DNA revealed extensive somatic alterations in tumor DNA. (A) A CIRCOS plot shows non-synonymous somatic mutations, copy number changes, lesser allele fraction, loss of heterozygosity (LOH), and abnormal junctions in the Met2 tumor genome. (B,C) Chromothripsis was evident by massive complex rearrangements detected at chromosomes 4q and 13p by whole genome sequencing. In the junction plots, black, green, and red lines represent deletions, tandem duplication, and inversion respectively. Each dot in the copy number and LAF plots represents a 2 kilobases DNA fragment, and red and green lines mark the average segmental copy number and LAF respectively. LAF, lesser allele fraction. doi: 10.1371/journal.pone.0077731.g001

Source publication
Article
Full-text available
Neuroblastoma is one of the most genomically heterogeneous childhood malignances studied to date, and the molecular events that occur during the course of the disease are not fully understood. Genomic studies in neuroblastoma have showed only a few recurrent mutations and a low somatic mutation burden. However, none of these studies has examined th...

Contexts in source publication

Context 1
... we used ultra-deep sequencing to examine these somatic mutations in additional 5 tumor samples (a bone marrow metastasis at diagnosis and 4 different samples from the primary tumor removed by surgical resection) from the same patient. Finally, we performed transcriptome sequencing on the liver and bone marrow metastases and one of the primary tumors to identify potential driver oncogenes that have been present and expressed throughout the history of the tumor ( Figure S1). These massively parallel sequencing experiments revealed an accumulation of de novo mutations and an activating mutation of LPAR1 in this patient with metastatic neuroblastoma. ...
Context 2
... of variants from tumor and germline, we identified 61 non-synonymous mutations out of 8508 high- quality somatic small variants in the tumor (somatic scores ≥-10). Forty-four of the 61 non-synonymous mutations were confirmed experimentally using orthogonal re-sequencing methods including Sanger or semiconductor sequencing ( Figure 1A and Table S2), corresponding to an accuracy of 72% and a mutation rate of 0.85 per mega bases for somatic non-synonymous mutations, similar to what was reported in neuroblastoma [15,17]. Out of the 44 mutant genes, only 1 gene (NEB) was reported to be mutated in other neuroblastoma in a published whole genome sequencing study confirming a low frequency of recurrent mutations in this cancer [15]. ...
Context 3
... addition to the small variants, structural variant analysis of whole genome sequencing demonstrated extensive chromosomal structural and copy number alterations involving virtually every chromosome resulting in aneuploid (near- tetraploid) in Met2 ( Figure 1A). These changes consisted of gain and loss in the regions commonly seen in neuroblastoma including loss of heterozygosity (LOH) on chromosomes 1p, 3, 11, 14, and 19; gain of 1q, 2, 6, 7, 8, 12, 13, 17, 18, 20, and 22 [26]. ...
Context 4
... changes consisted of gain and loss in the regions commonly seen in neuroblastoma including loss of heterozygosity (LOH) on chromosomes 1p, 3, 11, 14, and 19; gain of 1q, 2, 6, 7, 8, 12, 13, 17, 18, 20, and 22 [26]. Chromothripsis [27] was also detected in this tumor, supported by complex massive rearrangements with only 2 major copy number states on chromosome arms 4p and 13q (135 and 24 high-confidence structural junctions in 8.5Mb and 1.5 Mb respectively) ( Figure 1B and C, Table S3). This was in keeping with a recent observation of chromothripsis in 18% of patients with high-stage neuroblastoma [15]. ...
Context 5
... the heterogeneous nature of neuroblastoma genome and the rarity of the recurrent mutations will make it challenging to identify druggable targets in an individual patient for treatment. Here, we demonstrated a systematic approach to identify driver oncogenes by sequencing both tumor genomic DNA and transcriptome in multiple tumor samples from the same patient ( Figure S1). Mutations in tumor suppressor genes usually result in loss of expression such as in nonsense-mediated decay of their mutation-harboring messenger RNAs. ...

Citations

... Besides the different expression levels and signaling transduction patterns of LPAR1 in different tumors, another significant reason for the controversy around LPAR1's function or failed clinical trials of LPAR1 antagonists is the mutations of LPAR1 in cancer tissues. A study on metastatic neuroblastoma revealed an accumulation of de novo mutations, including a mutation of LAPR1, and identified that cells expressing the LPAR1 R163W mutant showed significantly increased motility [33]. Several missense mutations of LPAR1 were also found in rat cancer tissues [34]. ...
Article
Full-text available
Neuroblastoma is the most common extracranial solid tumor in children. Tumor metastasis in high-risk NB patients is an essential problem that impairs the survival of patients. In this study, we aimed to use a comprehensive bioinformatics analysis to identify differentially expressed genes between NB and control cells, and to explore novel prognostic markers or treatment targets in tumors. In this way, FN1, PIK3R5, LPAR6 and LPAR1 were screened out via KEGG, GO and PPI network analysis, and we verified the expression and function of LPAR1 experimentally. Our research verified the decreased expression of LPAR1 in NB cells, and the tumor migration inhibitory effects of LPA on NB cells via LPAR1. Moreover, knockdown of LPAR1 promoted NB cell migration and abolished the migration-inhibitory effects mediated by LPA-LPAR1. The tumor-suppressing effects of the LPA-LPAR1 axis suggest that LPAR1 might be a potential target for future treatment of NB.
... 16 These IFDs do not lead to an absence of protein, but rather result in a shorter protein product. In neuroblastoma, both ATRX MEDs and point mutations have been reported, and these aberrations are strongly associated with ALT development 5,6,[16][17][18][19][20][21][22][23][24][25][26][27][28][29][30][31][32][33][34] . ATRX aberrations are also present in various other pediatric 25,31, and adult cancers. ...
Article
Full-text available
Neuroblastoma is the most common extracranial solid tumor in children. The chromatin remodeler ATRX is frequently mutated in high-risk patients with a poor prognosis. Although many studies have reported ATRX aberrations and the associated clinical characteristics in neuroblastoma, a comprehensive overview is currently lacking. In this study, we extensively characterize the mutational spectrum of ATRX aberrations in neuroblastoma tumors reported in the literature and present an overview of patient and tumor characteristics. We collected the data of a total of 127 neuroblastoma patients and three cell lines with ATRX aberrations originating from 20 papers. We subdivide the ATRX aberrations in nonsense, missense, and multi-exon deletions (MEDs) and show that 68% of them are MEDs. 75% of these MEDs are predicted to be in-frame. Furthermore, we identify a missense mutational hotspot region in the helicase domain. We also confirm, for all three ATRX mutation types separately, that they are more often identified in patients diagnosed at an older age, but still ~40% of the patients is ≤5 years at diagnosis. Surprisingly, we found that 11q deletions are enriched in neuroblastomas with ATRX deletions compared to a reference cohort, but not in neuroblastomas with ATRX point mutations. Taken together our data emphasizes a distinct ATRX mutation spectrum in neuroblastoma, which should be considered when studying molecular phenotypes and therapeutic strategies.
... Accumulating evidence has demonstrated that NUFIP-1 appears to be related to tumorigenesis. Large-scale transcriptome sequencing of metastatic neuroblastoma showed a mutation of NUFIP1 gene in tumor cells, in which the expression score of NUFIP-1 mutant alleles was greater than 30%, hinting that these mutant genes might have potential carcinogenic effects [138]. Identification of the fusion genes in children with acute lymphoblastic leukemia found that the fusion gene ETV6-NUFIP1 might be involved in the development of this disease [139]. ...
Article
Full-text available
Protein homeostasis is well accepted as the prerequisite for proper operation of various life activities. As the main apparatus of protein translation, ribosomes play an indispensable role in the maintenance of protein homeostasis. Nevertheless, upon stimulation of various internal and external factors, malfunction of ribosomes may be evident with the excessive production of aberrant proteins, accumulation of which can result in deleterious effects on cellular fate and even cell death. Ribosomopathies are characterized as a series of diseases caused by abnormalities of ribosomal compositions and functions. Correspondingly, cell evolves several ribosome quality control mechanisms in maintaining the quantity and quality of intracellular ribosomes, namely ribosome quality control system (RQCS). Of note, RQCS can tightly monitor the entire process from ribosome biogenesis to its degradation, with the capacity of coping with ribosomal dysfunction, including misassembled ribosomes and incorrectly synthesized ribosomal proteins. In the current literature review, we mainly introduce the RQCS and elaborate on the underlying pathogenesis of several ribosomopathies. With the in-depth understanding of ribosomal dysfunction and molecular basis of RQCS, therapeutic strategy by specifically targeting RQCS remains a promising option in treating patients with ribosomopathies and other ribosome-associated human diseases.
... LPAR1 and 3 (lisophosphatidic receptors 1 and 3) are related to cancer invasiveness. [169][170][171][172] Silymarin has the ability to downregulate LPAR1. 173 ...
Article
Full-text available
The flavonoid silymarin extracted from the seeds of Sylibum marianum is a mixture of 6 flavolignan isomers. The 3 more important isomers are silybin (or silibinin), silydianin, and silychristin. Silybin is functionally the most active of these compounds. This group of flavonoids has been extensively studied and they have been used as hepato-protective substances for the mushroom Amanita phalloides intoxication and mainly chronic liver diseases such as alcoholic cirrhosis and nonalcoholic fatty liver. Hepatitis C progression is not, or slightly, modified by silymarin. Recently, it has also been proposed for SARS COVID-19 infection therapy. The biochemical and molecular mechanisms of action of these substances in cancer are subjects of ongoing research. Paradoxically, many of its identified actions such as antioxidant, promoter of ribosomal synthesis, and mitochondrial membrane stabilization, may seem protumoral at first sight, however, silymarin compounds have clear anticancer effects. Some of them are: decreasing migration through multiple targeting, decreasing hypoxia inducible factor-1α expression, inducing apoptosis in some malignant cells, and inhibiting promitotic signaling among others. Interestingly, the antitumoral activity of silymarin compounds is limited to malignant cells while the nonmalignant cells seem not to be affected. Furthermore, there is a long history of silymarin use in human diseases without toxicity after prolonged administration. The ample distribution and easy accessibility to milk thistle-the source of silymarin compounds, its over the counter availability, the fact that it is a weed, some controversial issues regarding bioavailability, and being a nutraceutical rather than a drug, has somehow led medical professionals to view its anticancer effects with skepticism. This is a fundamental reason why it never achieved bedside status in cancer treatment. However, in spite of all the antitumoral effects, silymarin actually has dual effects and in some cases such as pancreatic cancer it can promote stemness. This review deals with recent investigations to elucidate the molecular actions of this flavonoid in cancer, and to consider the possibility of repurposing it. Particular attention is dedicated to silymarin's dual role in cancer and to some controversies of its real effectiveness.
... 是基因编码的一种核质 RNA 结合蛋白,该蛋白含有一个 C2H2 锌指结构域和一个核定位信号 [52] ,因其在大 脑中优势表达及其在中枢神经系统发育中的潜在作用而受到广泛关注 [53] . NUFIP1 缺失患者神经异常症状提 示它在正常神经元发育中具有重要作用 [54] . 研究发现,NUFIP1 通过与脆性 X 智力低下蛋白(fragile X mental retardation protein, FMRP)相互作用参与调节突触部位的局部蛋白质合成 [55] . ...
... 有学者对转移性神经母细胞瘤进行大规模转 录组测序证实,肿瘤细胞中存在 NUFIP1 基因突变. 且在测序数据中检测到突变等位基因的表达分数>30%, 提示这些突变基因可能具有潜在致癌效应 [54] . 对墨西哥儿童急性淋巴细胞白血病融合基因的鉴定研究中发 现,融合基因 ETV6-NUFIP1 可能参与了这种疾病的发病机制 [52] . ...
Article
Full-text available
The intracellular protein constantly remains in the dynamic process of synthesis and degradation, and its homeostasis appears to be closely related to the cellular function. A variety of protein quality control (PQC) mechanisms exist to monitor abnormalities occurred during protein synthesis and degradation, thereby ensuring proteome integrity and cellular fitness. The ribosome is the most abundant organelle in cells, and it is the major site for protein synthesis, for which each stage from biosynthesis to degradation is tightly controlled by various quality control mechanisms. Ribosome-associated quality control (RQC) and ribophagy are identified as two major ribosome-associated PQC mechanisms that synergistically involve in the maintenance of translational function and protein homeostasis. Also, they represent key players in adjusting ribosome content and translational activity for the changing environment, in turn facilitating cell survival under stress conditions. The dysregulation of RQC and ribophagy malfunction can substantially alter cellular fate and render cell death, resulting in the onset and development of various ribosomopathies, including congenital diseases, neurological diseases, and malignant tumors. Targeting ribosomal dysfunction by restoring effective ribosome-associated PQC may serve as potential remedy in treating ribosomopathies. The current review focuses on ribosomal-associated PQC with in-depth discussion regarding to the key roles of these pathways for the maintenance of protein homeostasis as well as their potential effects on the development of various human diseases.
... Deshpande et al. reported that NUFIP1 had something to do with genome stability maintenance [56] which may help cancer cells survive the pressure from environment. Mutated genes NUFIP1 had a higher level of expression in metastasis tumor than primary tumor in neuroblastoma indicating its oncogenic driver role [57]. However, the potential role of NUFIP1 in the process of cervical cancer development remains to be revealed. ...
Article
Full-text available
Abstract Background It has been demonstrated by studies globally that RNA binding proteins (RBPs) took part in the development of cervical cancer (CC). Few studies concentrated on the correlation between RBPs and overall survival of CC patients. We retrieved significant DEGs (differently expressed genes, RNA binding proteins) correlated to the process of cervical cancer development. Methods Expressions level of genes in cervical cancer and normal tissue samples were obtained from GTEx and TCGA database. Differently expressed RNA binding proteins (DEGs) were retrieved by Wilcoxon sum-rank test. ClusterProfiler package worked in R software was used to perform GO and KEGG enrichment analyses. Univariate proportional hazard cox regression and multivariate proportional hazard cox regressions were applied to identify DEGs equipped with prognostic value and other clinical independent risk factors. ROC curve was drawn for comparing the survival predict feasibility of risk score with other risk factors in CC patients. Nomogram was drawn to exhibit the prediction model and validated by C-index and calibration curve. Correlations between differentially expressed RNA binding proteins (DEGs) and other clinical features were investigated by t test or Cruskal Wallis analysis. Correlation between Immune and DEGs in cervical cancer was investigated by ssGSEA. Results 347 differentially expressed RBPs (DEGs) were retrieved from cervical cancer tissue and normal tissue samples. GO enrichment analysis showed that these DEGs involved in RNA splicing, catabolic process and metabolism. Cox regression model showed that there were ten DEGs significantly associated with overall survival of cervical cancer patients. WDR43 (HR = 0.423, P = 0.008), RBM38 (HR = 0.533, P
... Homozygous loss of NUFIP1 may contribute to psychomotor delays (18), and NUFIP1 gene polymorphisms have been associated with osteoporosis and obesity-related traits (19). Mutations in NUFIP1 have been detected in neuroblastoma (20), and a fusion of NUFIP1 with ETV-6 has been identified in acute lymphoblastic leukemia (21). However, the roles of NUFIP1 in solid tumors, including CRC, have not been evaluated. ...
Article
Full-text available
NUFIP1 is an RNA-binding protein that interacts with fragile X mental retardation protein (FMRP) in the messenger ribonucleoprotein particle (mRNP). We previously showed that NUFIP1 was upregulated in colorectal cancer (CRC), but how the protein may contribute to the disease and patient prognosis is unknown. Here we combine database analysis, microarray, quantitative PCR, and immunohistochemistry of patients’ samples to confirm our previous findings on NUFIP1 overexpression in CRC, and to reveal that increased expression of NUFIP1 in CRC tissues correlated with worse overall, recurrence-free, event-free and disease-free survival in patients, as well as with more advanced CRC clinicopathological stage. Loss of function analysis demonstrated that NUFIP1 knockdown suppressed cell growth in vitro and in vivo, inhibited cell viability and survival, and induced cell cycle arrest and apoptosis in vitro, as well as up-regulated Bax and down-regulated Bcl-2 protein expression. In addition, as a natural anticancer triterpene from various fruits and vegetables, ursolic acid (UA) treatment suppressed cell proliferation, down-regulated NUFIP1 protein expression, and further enhanced the effects of NUFIP1 knockdown in CRC cells in vitro. NUFIP1 knockdown up-regulated the expression of 136 proteins, down-regulated the expression of 41 proteins, and enriched multiple signaling pathways including the senescence-associated heterochromatin foci (SAHF) pathway. Furthermore, NUFIP1 knockdown enhanced the expression of senescence-associated-β-galactosidase (SA-β-gal), the SAHF markers HP1γ and trimethylation (H3k9me3), and the senescence-related protein HMGA2, as well as both p53 and its downstream p21 protein expression. Our findings suggest that NUFIP1 is overexpressed in CRC and correlates with disease progression and poor patient survival. NUFIP1 may exert oncogenic effects partly by altering senescence. UA may show potential to treat CRC by down-regulating NUFIP1.
... Pointed out that changes in the expression levels of GATA2 and its family in NB may be related to the pathogenesis of neuroblastoma [50]. Wei and others pointed out that in the transcriptome sequencing of three tumors including NB, LPAR1, GATA2, and NUFIP1 had high expression levels of mutant alleles, indicating that these mutant genes may have carcinogenic effects [51]. These results indicate that GATA2 may be a potential marker for early cancer detection and prognosis. ...
Article
Full-text available
Neuroblastoma (NB) is the most common extracranial solid tumor in children. Under various treatments, some patients still have a poor prognosis. Hence, it is necessary to find new valid targets for NB therapy. In this study, a comprehensive bioinformatic analysis was used to identify differentially expressed genes (DEGs) between NB and control cells, and to select hub genes associated with NB. GSE66586 and GSE78061 datasets were downloaded from the Gene Expression Omnibus (GEO) database and DEGs were selected. Then, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses were applied to the selected DEGs. The STRING database and Cytoscape software were used to construct protein-protein interaction (PPI) networks and perform modular analysis of the DEGs. The R2 database was used for prognostic analysis. We identified a total of 238 DEGs from two microarray databases. GO enrichment analysis shows that these DEGs are mainly concentrated in the regulation of cell growth, cell migration, cell fate determination, and cell maturation. KEGG pathway analysis showed that these DEGs are mainly involved in focal adhesion, the TNF signaling pathway, cancer-related pathways, and signaling pathways regulating stem cell pluripotency. We identified the 15 most closely related DEGs from the PPI network, and performed R2 database prognostic analysis to select five hub genes - CTGF, EDN1, GATA2, LOX, and SERPINE1. This study distinguished hub genes and related signaling pathways that can potentially serve as diagnostic indicators and therapeutic biomarkers for NB, thereby improving understanding of the molecular mechanisms involved in NB.
... Homozygous loss of NUFIP1 may contribute to psychomotor delays [18], and NUFIP1 gene polymorphisms have been associated with osteoporosis and obesity-related traits [19]. Mutations in NUFIP1 have been detected in neuroblastoma [20], and a fusion of NUFIP1 with ETV-6 has been identi ed in acute lymphoblastic leukemia [21]. However, the roles of NUFIP1 in solid tumors, including CRC, have not been evaluated. ...
Preprint
Full-text available
Background: NUFIP1 is an RNA-binding protein that interacts with fragile X mental retardation protein (FMRP) in the messenger ribonucleoprotein particle (mRNP). We previously showed that NUFIP1 was upregulated in colorectal cancer (CRC), but how the protein may contribute to the disease and patient prognosis is unknown. Methods: Here we combine database analysis, microarray, quantitative PCR, and immunohistochemistry of patients' samples to confirm our previous findings on NUFIP1 overexpression in CRC, and to reveal that increased expression of NUFIP1 in CRC tissues correlated with worse overall, recurrence-free, event-free and disease-free survival in patients, as well as with more advanced CRC clinicopathological stage. Results: Loss of function analysis demonstrated that NUFIP1 knockdown suppressed cell growth in vitro and in vivo, inhibited cell viability and survival, and induced cell cycle arrest and apoptosis in vitro. In addition, as a natural anticancer triterpene from various fruits and vegetables, ursolic acid (UA) treatment suppressed cell proliferation, down-regulated NUFIP1 protein expression, and further enhanced the effects of NUFIP1 knockdown in CRC cells in vitro. NUFIP1 knockdown up-regulated the expression of 136 proteins, down-regulated the expression of 41 proteins, and enriched multiple signaling pathways including the senescence-associated heterochromatin foci (SAHF) pathway. Furthermore, NUFIP1 knockdown enhanced the expression of senescence-associated-β-galactosidase (SA-β-gal), the SAHF markers HP1γ and trimethylation (H3k9me3), and the senescence-related protein HMGA2. Conclusion: Our findings suggest that NUFIP1 is overexpressed in CRC and correlates with disease progression and poor patient survival. NUFIP1 may exert oncogenic effects partly by altering senescence. UA may show potential to treat CRC by down-regulating NUFIP1.
... 37,38 In recent years, with the development of high-throughput sequencing, disease-causing genes and genes polymorphism was effectively found to be closely related to some tumor types. [39][40][41] Further functional analysis of cancerrelated genes not only uncovers the molecular mechanisms underlying in cancers, but also plays a role in adjuvant predicting the clinical implications of patients with cancer. ...
Article
Full-text available
Background In our previous study, serine protease inhibitor Kazal-type 5 (SPINK5), which encodes the product of serine protease inhibitor lymphoepithelial Kazal-type-related inhibitor (LEKTI) was found to be down-regulated in head and neck squamous cell carcinoma (HNSCC) using oligonucleotide microarrays. However, the function and clinical implications of SPINK5/LEKTI remain obscure in HNSCC. Methods The endogenous expression level of SPINK5/LEKTI was further verified in 9 HNSCC cell lines and HNSCCs by means of reverse transcription-polymerase chain reaction, real-time PCR, Western blotting and immunohistochemistry. The biological function of SPINK5/LEKTI was investigated in vitro and in vivo experiments. Kaplan–Meier survival analysis and Cox proportional hazards regression model were used to determine the correlation between SPINK5/LEKTI expression and clinical outcome. Results Down-regulation expression of SPINK5/LEKTI was found in six out of nine HNSCC cell lines and in 85.7% HNSCC specimens (P<0.0001). Upon silencing of SPINK5/LEKTI, the cell proliferation, plate colony formation and cell invasion of WU-HN6 cells were significantly increased, while exogenous overexpression of SPINK5/LEKTI, the proliferation, plate colony and invasion of WU-HN13 and HN30 cells were remarkably inhibited with the arrest of G1 cell cycle (P=0.0001, P=0.003, respectively). HNSCC patients with lower LEKTI levels had significantly inferior overall survival compared to those patients with higher LEKTI (P=0.0017) by Kaplan–Meier survival analysis. Univariate and multivariate Cox proportional hazards regression model analysis revealed that LEKTI expression was an independent prognostic predictor for HNSCC patients (HR=0.114, 95% CI:0.044–0.292, P<0.001). Conclusion Our results demonstrate that SPINK5/LEKTI might be a tumor suppressor in HNSCCs and serve as an independent prognostic predictor for HNSCC patients.