795 results on '"Copy number alterations"'
Search Results
2. Establishment and characterization of ovarian clear cell carcinoma patient-derived xenografts.
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Caumanns, Joseph J., Li, Shang, Meersma, Gert J., Duiker, Evelien W., van der Zee, Ate G. J., Wisman, G. Bea A., and de Jong, Steven
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MEDICAL sciences , *LIFE sciences , *IMMUNOSTAINING , *DNA methylation , *CYCLOPHILINS - Abstract
Interest in understanding the high chemoresistance and poor prognosis of advanced ovarian clear cell carcinoma (OCCC) is rising. Patient-derived xenografts (PDX) are widely used in vivo models because of their supposedly accurate morphologic and (epi)genetic representation of patient tumors. Here, we established five subcutaneous OCCC PDXs. The PDX.F1 engraftment success rate was over 30% with similar latency time and growth speed of PDX.F2. ARID1A, PTEN, ATM, BRCA1 and PIK3CA mutations were found in matched tumors and PDXs. ARID1A protein loss was further verified by immunohistochemical staining. Cyclophilin A staining depicted the replacement of human stroma by mouse stroma in PDX.F2, while PAS/PAS-D staining confirmed cellular glycogen accumulation in OCCC tumors and PDXs. SNP array and Infinium MethylationEPIC BeadChip array data analysis demonstrated the copy number alterations and DNA methylation signatures of genome-wide and tumor-driver genes in PDXs generally resembled their patients' tumors. Promoter CpG islands of a small number of genes, enriched in PRC2/histone methylation related gene-sets, gained methylation (△β-value > 0.4) in PDXs vs patient tumors. In conclusion, the high phenotypic and molecular similarity allows the established PDXs to serve as potential preclinical models for future translational research of OCCC. [ABSTRACT FROM AUTHOR]
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- 2025
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3. A Comparative Genomic Analysis of Parathyroid Adenomas and Carcinomas Harboring Heterozygous Germline CDC73 Mutations.
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Li, Yulong, Simonds, William F, and Chen, Haobin
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T-cell receptor genes ,SINGLE nucleotide polymorphisms ,SOMATIC mutation ,GENOMICS ,TUMOR antigens - Abstract
Context Parathyroid cancer has been linked to germline mutations of the Cell Division Cycle 73 (CDC73) gene. However, carriers harboring cancer-associated germline CDC73 mutations may develop only parathyroid adenoma or no parathyroid disease. This incomplete penetrance indicates that additional genomic events are required for parathyroid tumorigenesis. Objective (1) Determine the status of the second CDC73 allele in parathyroid tumors harboring germline CDC73 mutations and (2) compare the genomic landscapes between parathyroid carcinomas and adenomas. Design Whole-exome and RNA sequencing of 12 parathyroid tumors harboring germline CDC73 mutations (6 adenomas and 6 carcinomas) and their matched normal tissues. Results All 12 parathyroid tumors had gained 1 somatic event predicted to cause a complete inactivation of the second CDC73 allele. Several distinctive genomic features were identified in parathyroid carcinomas compared to adenomas, including more single nucleotide variants bearing the C > G transversion and APOBEC deamination signatures, frequent mutations of the genes involved in the PI-3K/mTOR signaling, a greater number of copy number variations, and substantially more genes with altered expression. Parathyroid carcinomas also share some genomic features with adenomas. For instance, both have recurrent somatic mutations and copy number loss that impact the genes involved in T-cell receptor signaling and tumor antigen presentation, suggesting a shared strategy to evade immune surveillance. Conclusion Biallelic inactivation of CDC73 is essential for parathyroid tumorigenesis in carriers harboring germline mutations of this gene. Despite sharing some genomic features with adenomas, parathyroid carcinomas have more distinctive alterations in the genome, some of which may be critical for cancer formation. [ABSTRACT FROM AUTHOR]
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- 2025
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4. Whole-genome Sequencing Analysis of Bile Tract Cancer Reveals Mutation Characteristics and Potential Biomarkers.
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TOSHIO KOKURYO, MASAKI SUNAGAWA, JUNPEI YAMAGUCHI, TAISUKE BABA, SHOJI KAWAKATSU, NOBUYUKI WATANABE, SHUNSUKE ONOE, TAKASHI MIZUNO, and TOMOKI EBATA
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SOMATIC mutation ,WHOLE genome sequencing ,GENETIC mutation ,SEQUENCE analysis ,TUMOR markers - Abstract
Background/Aim: Bile tract cancer (BTC) is a malignant tumor with a poor prognosis. Recent studies have reported the heterogeneity of the genomic background and gene alterations in BTC, but its genetic heterogeneity and molecular profiles remain poorly understood. Whole-genome sequencing may enable the identification of novel actionable gene mutations involved in BTC carcinogenesis, malignant progression, and treatment resistance. Patients and Methods: We performed whole-genome sequencing of six BTC samples to elucidate its genetic heterogeneity and identify novel actionable gene mutations. Somatic mutations, structural variations, copy number alterations, and their associations with clinical factors were analyzed. Results: The average number of somatic mutations detected in each case was 53,705, with SNVs accounting for most of these mutations (85.02%). None of the 331 mutations related to BTC in The Cancer Genome Atlas (TCGA) database were found in the mutations identified in our study. A higher prevalence of gene mutations was observed in samples without vascular invasion than in those with vascular invasion. Several genes with differences in mutation accumulation between groups were identified, including ADAMTS7, AHNAK2, and CAPN10. Conclusion: Our study provides novel insights into the genomic landscape of BTC and highlights the potential of whole-genome sequencing analysis to identify actionable gene mutations and understand the molecular mechanisms underlying this malignancy. The high mutational burden, structural variations, and copy number alterations observed in BTC samples in this study underscore the genetic complexity and heterogeneity of this disease. [ABSTRACT FROM AUTHOR]
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- 2025
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5. Characterization of RNF144B and PPP2R2A identified by a novel approach using TCGA data in ovarian cancer
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P. Manasa, S. Krishnapriya, C. Sidhanth, S. Vasudevan, Kanchan Murhekar, and T. S. Ganesan
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Ovarian cancer ,TCGA ,Copy number alterations ,Scoring system ,RNF144B ,PPP2R2A ,Medicine ,Science - Abstract
Abstract TCGA has identified predominant somatic copy number alterations (SCNA) affecting numerous genes in HGSOC. To identify cancer-driver genes from the regions of SCNA, we have devised a scoring system that integrates information from different genetic alterations. Applying this scoring system to the TCGA-HGSOC dataset (n = 316) we have identified several well-known and novel putative cancer genes in HGSOC. We functionally validated the roles of two previously unknown genes, RNF144B and PPP2R2A. RNF144B, an E3 ubiquitin-ligase is amplified and overexpressed in 16% of HGSOC (TCGA). Overexpression of RNF144B in ovarian cancer cells increased cell proliferation, colony formation, and migration. RNF144B was significantly overexpressed in 50% of primary tumors from patients with HGSOC compared to the ovary. Further, it had significantly reduced expression in tumors after chemotherapy. PPP2R2A, the regulatory subunit of PP2A is deleted and downregulated in 38% of HGSOCs (TCGA). Overexpression of PPP2R2A inhibited cell proliferation, colony-formation, migration, and invasion in ovarian cancer cells. In OVCAR-5, which expresses low levels of PPP2R2A, Niraparib inhibited cell proliferation. PPP2R2A was not expressed in 72% of HGSOCs. This report demonstrates this approach to identifying genes from the TCGA data. Further experiments are required to conclusively prove the role of these genes in the pathogenesis of ovarian cancer.
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- 2025
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6. Loss of chromosome cytoband 13q14.2 orchestrates breast cancer pathogenesis and drug response
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Parastoo Shahrouzi, Youness Azimzade, Wioletta Brankiewicz-Kopcinska, Sugandha Bhatia, David Kunke, Derek Richard, Xavier Tekpli, Vessela N. Kristensen, and Pascal H. G. Duijf
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Copy number alterations ,Chromosome 13q14.2 ,Breast cancer ,Biomarker ,Drug sensitivity ,Tumor microenvironment ,Neoplasms. Tumors. Oncology. Including cancer and carcinogens ,RC254-282 - Abstract
Abstract Breast cancer (BCa) is a major global health challenge. The BCa genome often carries extensive somatic copy number alterations (CNAs), including gains/amplifications and losses/deletions. These CNAs significantly affect tumor development, drug response and patient survival. However, how individual CNAs contribute is mostly elusive. We identified loss of chromosome 13q14.2 as a key CNA in BCa, occurring in up to 63% of patients, depending on the subtype, and correlating with poor survival. Through multi-omics and in vitro analyses, we uncover a paradoxical role of 13q14.2 loss, promoting both cell cycle and pro-apoptotic pathways in cancer cells, while also associating with increased NK cell and macrophage populations in the tumor microenvironment. Notably, 13q14.2 loss increases BCa susceptibility to BCL2 inhibitors, both in vitro and in patient-derived xenografts. Thus, 13q14.2 loss could serve as a biomarker for BCa prognosis and treatment, potentially improving outcomes for BCa patients. Graphical abstract
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- 2024
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7. Decoding the pathological and genomic profile of epithelial ovarian cancer
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Rim Rejaibi, Arnaud Guille, Maroua Manai, Jose Adelaide, Emilie Agavnian, Aida Jelassi, Raoudha Doghri, Emmanuelle Charafe-Jauffret, François Bertucci, Mohamed Manai, Karima Mrad, Lamia Charfi, and Renaud Sabatier
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Ovarian cancer ,Tissue micro-array ,Copy number alterations ,Survival. ,Medicine ,Science - Abstract
Abstract Ovarian cancer (OC) is one of the most common cancers in women, with a high mortality rate. Most of published studies have been focused on Caucasian populations, with the need to explore biological features and clinical outcomes of patients from other ethnicities. We described clinical outcome (progression-free survival and overall survival) and biomarkers associated with survival in a cohort of patients with OC from Tunisia. Using immunohistochemistry, we assessed the expression of 14 proteins known to be altered in OC in a cohort of 198 patients. We explored the correlation between protein expression and copy number alteration (CNA) profiles. FIGO stage, menopausal status and mismatch repair deficiency were associated with survival. ERBB2 amplification was correlated with high ERBB2 expression (OR = 69.32, p = 4.03 E-09), and high PDL1 expression was associated to CD274 amplification (OR = 4.97, p = 5.79 E-2). We identified a correlation between survival and exposure to two CNA signatures (MAPK pathway and BRCA-related homologous recombination deficiency). Moreover, Gama-H2AX protein expression was correlated with exposure to a genomic signature associated with homologous recombination deficiency. We observed that OC clinical and pathological characteristics of these patients from Tunisia were similar to those of Caucasian patients. We identified frequent CNA in this population that need to be confirmed in other sets from Africa.
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- 2024
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8. Loss of chromosome cytoband 13q14.2 orchestrates breast cancer pathogenesis and drug response.
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Shahrouzi, Parastoo, Azimzade, Youness, Brankiewicz-Kopcinska, Wioletta, Bhatia, Sugandha, Kunke, David, Richard, Derek, Tekpli, Xavier, Kristensen, Vessela N., and Duijf, Pascal H. G.
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CELL populations ,CELL cycle ,KILLER cells ,CARCINOGENESIS ,BREAST cancer - Abstract
Breast cancer (BCa) is a major global health challenge. The BCa genome often carries extensive somatic copy number alterations (CNAs), including gains/amplifications and losses/deletions. These CNAs significantly affect tumor development, drug response and patient survival. However, how individual CNAs contribute is mostly elusive. We identified loss of chromosome 13q14.2 as a key CNA in BCa, occurring in up to 63% of patients, depending on the subtype, and correlating with poor survival. Through multi-omics and in vitro analyses, we uncover a paradoxical role of 13q14.2 loss, promoting both cell cycle and pro-apoptotic pathways in cancer cells, while also associating with increased NK cell and macrophage populations in the tumor microenvironment. Notably, 13q14.2 loss increases BCa susceptibility to BCL2 inhibitors, both in vitro and in patient-derived xenografts. Thus, 13q14.2 loss could serve as a biomarker for BCa prognosis and treatment, potentially improving outcomes for BCa patients. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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9. Molecular Profiling Defines Three Subtypes of Synovial Sarcoma.
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Chen, Yi, Su, Yanhong, Cao, Xiaofang, Siavelis, Ioannis, Leo, Isabelle Rose, Zeng, Jianming, Tsagkozis, Panagiotis, Hesla, Asle C., Papakonstantinou, Andri, Liu, Xiao, Huang, Wen‐Kuan, Zhao, Binbin, Haglund, Cecilia, Ehnman, Monika, Johansson, Henrik, Lin, Yingbo, Lehtiö, Janne, Zhang, Yifan, Larsson, Olle, and Li, Xuexin
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SYNOVIOMA , *GENE expression , *GENE fusion , *RNA sequencing , *NEOADJUVANT chemotherapy - Abstract
Synovial Sarcomas (SS) are characterized by the presence of the SS18::SSX fusion gene, which protein product induce chromatin changes through remodeling of the BAF complex. To elucidate the genomic events that drive phenotypic diversity in SS, we performed RNA and targeted DNA sequencing on 91 tumors from 55 patients. Our results were verified by proteomic analysis, public gene expression cohorts and single‐cell RNA sequencing. Transcriptome profiling identified three distinct SS subtypes resembling the known histological subtypes: SS subtype I and was characterized by hyperproliferation, evasion of immune detection and a poor prognosis. SS subtype II and was dominated by a vascular‐stromal component and had a significantly better outcome. SS Subtype III was characterized by biphasic differentiation, increased genomic complexity and immune suppression mediated by checkpoint inhibition, and poor prognosis despite good responses to neoadjuvant therapy. Chromosomal abnormalities were an independent significant risk factor for metastasis. KRT8 was identified as a key component for epithelial differentiation in biphasic tumors, potentially controlled by OVOL1 regulation. Our findings explain the histological grounds for SS classification and indicate that a significantly larger proportion of patients have high risk tumors (corresponding to SS subtype I) than previously believed. [ABSTRACT FROM AUTHOR]
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- 2024
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10. Prognostic Relevance of Copy Number Losses in Ovarian Cancer.
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Jemma, Andrea, Ardizzoia, Alessandra, Redaelli, Serena, Bentivegna, Angela, Lavitrano, Marialuisa, and Conconi, Donatella
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CANCER stem cells , *OVARIAN cancer , *TUMOR markers , *GENE mapping , *PROGNOSIS - Abstract
Background/Objectives: Aneuploidy is a prevalent cancer feature that occurs in many solid tumors. For example, high-grade serous ovarian cancer shows a high level of copy number alterations and genomic rearrangements. This makes genomic variants appealing as diagnostic or prognostic biomarkers, as well as for their easy detection. In this study, we focused on copy number (CN) losses shared by ovarian cancer stem cells (CSCs) to identify chromosomal regions that may be important for CSC features and, in turn, for patients' prognosis. Methods: Array-CGH and bioinformatic analyses on three CSCs subpopulations were performed. Results: Pathway and gene ontology analyses on genes involved in copy number loss in all CSCs revealed a significant decrease in mRNA surveillance pathway, as well as miRNA-mediated gene silencing. Then, starting from these CN losses, we validated their potential prognostic relevance by analyzing the TCGA cohort. Notably, losses of 4q34.3-q35.2, 8p21.2-p21.1, and 18q12.2-q23 were linked to increased genomic instability. Loss of 18q12.2-q23 was also related to a higher tumor stage and poor prognosis. Finally, specific genes mapping in these regions, such as PPP2R2A and TPGS2A, emerged as potential biomarkers. Conclusions: Our findings highlight the importance of genomic alterations in ovarian cancer and their impact on tumor progression and patients' prognosis, offering advance in understanding of the application of numerical aberrations as prognostic ovarian cancer biomarkers. [ABSTRACT FROM AUTHOR]
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- 2024
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11. Genomic profiling of lymph node and distant metastases from papillary and poorly differentiated thyroid carcinomas.
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Máximo, Valdemar, Melo, Miguel, Sobrinho-Simões, Manuel, Soares, Paula, and Da Cruz Paula, Arnaud
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Purpose: To perform a molecular profiling of the metastases from papillary thyroid carcinomas (PTCs) and poorly differentiated thyroid carcinomas (PDTCs). Methods: We retrieved and analyzed the molecular and clinical features of 136 metastases from PTCs and 35 metastases from PDTCs subjected to targeted DNA sequencing, from cBioPortal. The clinicopathological data included the number and location of the metastases, and genomic data included mutations, translocations, copy number alterations and fraction of the genome altered (FGA). Results: Bone metastases from PTCs had a lower frequency of BRAF mutations than the lymph node metastases (LNMs) (43% vs 88%, p < 0.01), and a higher frequency of RBM10 and NRAS mutations than the LNMs (21% vs 3% for both, p < 0.05). The FGA of the bone metastases was higher than the FGA of the lung metastases (5.6% vs 1.3%, p < 0.05). The frequency of RET translocations was higher in the lung metastases from PTCs than the LNMs (15% vs 3%, p < 0.05). The LNMs from PTC patients harboring 4 or more distant metastases (DMs) had a higher frequency of TERT promoter mutations than the LNMs from patients harboring less than 4 DMs (96% vs 65%, p < 0.001). SDHA gene amplifications were enriched in the bone metastases from PDTCs and absent in the LNMs (38% vs 0%, p < 0.05). Conclusion: Metastases from PTCs and PDTCs harbor clinically relevant alterations affecting distinct body locations, such as NRAS and RBM10 mutations, RET translocations and SDHA amplifications that may be explored therapeutically. [ABSTRACT FROM AUTHOR]
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- 2024
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12. The Prognostic Value of Copy Number Variations and Gene Mutations in Glioblastoma: Insights from a Large-Scale Bioinformatic Study.
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Arafah, Abdallah
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DNA copy number variations ,GLIOBLASTOMA multiforme ,BRAIN tumors ,EPITHELIAL cells ,BIOINFORMATICS - Abstract
Glioblastoma is an aggressive and often fatal brain tumor characterized by poor prognosis and complex genetic underpinnings. Through extensive analysis of glioblastoma datasets on the cBioPortal, this study identifies critical gene mutations and copy number alterations (CNAs) that correlate strongly with patient survival rates. Key findings highlight significant CNAs in chromosomes 20, 19, 10, 1, and 7. Our deep dive into the genetic profiles of deceased patients revealed a notable enrichment of mutations in specific genes, including MUC19, which exhibits higher expression levels in the cerebral cortex--the brain region most frequently affected by glioblastoma. By mapping these genes on GeneMania, we uncovered their functions and potential implications in glioblastoma pathology, such as their involvement in mucus lining and epithelial barriers, focusing on MUC genes, which showed differential expression patterns correlating with patient outcomes. This bioinformatic exploration advances our understanding of glioblastoma's molecular landscape and sets the stage for targeted therapies that could improve prognosis and treatment strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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13. Increased mRNA expression of CDKN2A is a transcriptomic marker of clinically aggressive meningiomas.
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Wang, Justin Z, Patil, Vikas, Liu, Jeff, Dogan, Helin, Tabatabai, Ghazaleh, Yefet, Leeor S, Behling, Felix, Hoffman, Elgin, Bunda, Severa, Yakubov, Rebecca, Kaloti, Ramneet, Brandner, Sebastian, Gao, Andrew, Cohen-Gadol, Aaron, Barnholtz-Sloan, Jill, Skardelly, Marco, Tatagiba, Marcos, Raleigh, David R, Sahm, Felix, Boutros, Paul C, Aldape, Kenneth, International Consortium on Meningiomas (ICOM), Nassiri, Farshad, and Zadeh, Gelareh
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International Consortium on Meningiomas ,Humans ,Meningioma ,Meningeal Neoplasms ,Sequence Deletion ,Homozygote ,Genes ,p16 ,Cyclin-Dependent Kinase Inhibitor p16 ,DNA Copy Number Variations ,Transcriptome ,CDK inhibitor ,CDKN2A ,Copy number alterations ,Meningiomas ,Multiomic ,Retinoblastoma ,Cancer ,Human Genome ,Genetics ,Brain Disorders ,Biotechnology ,Clinical Sciences ,Neurosciences ,Neurology & Neurosurgery - Abstract
Homozygous deletion of CDKN2A/B was recently incorporated into the World Health Organization classification for grade 3 meningiomas. While this marker is overall rare in meningiomas, its relationship to other CDKN2A alterations on a transcriptomic, epigenomic, and copy number level has not yet been determined. We therefore utilized multidimensional molecular data of 1577 meningioma samples from 6 independent cohorts enriched for clinically aggressive meningiomas to comprehensively interrogate the spectrum of CDKN2A alterations through DNA methylation, copy number variation, transcriptomics, and proteomics using an integrated molecular approach. Homozygous CDKN2A/B deletions were identified in only 7.1% of cases but were associated with significantly poorer outcomes compared to tumors without these deletions. Heterozygous CDKN2A/B deletions were identified in 2.6% of cases and had similarly poor outcomes as those with homozygous deletions. Among tumors with intact CDKN2A/B (without a homozygous or heterozygous deletion), we found a distinct difference in outcome based on mRNA expression of CDKN2A, with meningiomas that had elevated mRNA expression (CDKN2Ahigh) having a significantly shorter time to recurrence. The expression of CDKN2A was independently prognostic after accounting for copy number loss and consistently increased with WHO grade and more aggressive molecular and methylation groups irrespective of cohort. Despite the discordant and mutually exclusive status of the CDKN2A gene in these groups, both CDKN2Ahigh meningiomas and meningiomas with CDKN2A deletions were enriched for similar cell cycle pathways but at different checkpoints. High mRNA expression of CDKN2A was also associated with gene hypermethylation, Rb-deficiency, and lack of response to CDK inhibition. p16 immunohistochemistry could not reliably differentiate between meningiomas with and without CDKN2A deletions but appeared to correlate better with mRNA expression. These findings support the role of CDKN2A mRNA expression as a biomarker of clinically aggressive meningiomas with potential therapeutic implications.
- Published
- 2023
14. Low-pass whole genome sequencing of circulating tumor cells to evaluate chromosomal instability in triple-negative breast cancer
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Serena Di Cosimo, Marco Silvestri, Cinzia De Marco, Alessia Calzoni, Maria Carmen De Santis, Maria Grazia Carnevale, Carolina Reduzzi, Massimo Cristofanilli, and Vera Cappelletti
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Chromosomal instability ,Large-scale transitions ,Circulating tumor cells ,Triple-negative breast cancer ,Copy number alterations ,Medicine ,Science - Abstract
Abstract Chromosomal Instability (CIN) is a common and evolving feature in breast cancer. Large-scale Transitions (LSTs), defined as chromosomal breakages leading to gains or losses of at least 10 Mb, have recently emerged as a metric of CIN due to their standardized definition across platforms. Herein, we report the feasibility of using low-pass Whole Genome Sequencing to assess LSTs, copy number alterations (CNAs) and their relationship in individual circulating tumor cells (CTCs) of triple-negative breast cancer (TNBC) patients. Initial assessment of LSTs in breast cancer cell lines consistently showed wide-ranging values (median 22, range 4–33, mean 21), indicating heterogeneous CIN. Subsequent analysis of CTCs revealed LST values (median 3, range 0–18, mean 5), particularly low during treatment, suggesting temporal changes in CIN levels. CNAs averaged 30 (range 5–49), with loss being predominant. As expected, CTCs with higher LSTs values exhibited increased CNAs. A CNA-based classifier of individual patient-derived CTCs, developed using machine learning, identified genes associated with both DNA proliferation and repair, such as RB1, MYC, and EXO1, as significant predictors of CIN. The model demonstrated a high predictive accuracy with an Area Under the Curve (AUC) of 0.89. Overall, these findings suggest that sequencing CTCs holds the potential to facilitate CIN evaluation and provide insights into its dynamic nature over time, with potential implications for monitoring TNBC progression through iterative assessments.
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- 2024
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15. Binary classification of copy number alteration profiles in liquid biopsy with potential clinical impact in advanced NSCLC
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Valeria Tosello, Angela Grassi, Dominic Rose, Loc Carlo Bao, Elisabetta Zulato, Chiara Dalle Fratte, Maurizio Polano, Paola Del Bianco, Giulia Pasello, Valentina Guarneri, Stefano Indraccolo, and Laura Bonanno
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Liquid biopsy ,Copy number alterations ,Tumor fraction ,Machine learning ,Immunotherapy ,Medicine ,Science - Abstract
Abstract Liquid biopsy has recently emerged as an important tool in clinical practice particularly for lung cancer patients. We retrospectively evaluated cell-free DNA analyses performed at our Institution by next generation sequencing methodology detecting the major classes of genetic alterations. Starting from the graphical representation of chromosomal alterations provided by the analysis software, we developed a support vector machine classifier to automatically classify chromosomal profiles as stable (SCP) or unstable (UCP). High concordance was found between our binary classification and tumor fraction evaluation performed using shallow whole genome sequencing. Among clinical features, UCP patients were more likely to have ≥ 3 metastatic sites and liver metastases. Longitudinal assessment of chromosomal profiles in 33 patients with lung cancer receiving immune checkpoint inhibitors (ICIs) showed that only patients that experienced early death or hyperprogressive disease retained or acquired an UCP within 3 weeks from the beginning of ICIs. UCP was not observed following ICIs among patients that experienced progressive disease or clinical benefit. In conclusion, our binary classification, applied to whole copy number alteration profiles, could be useful for clinical risk stratification during systemic treatment for non-small cell lung cancer patients.
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- 2024
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16. Large-scale copy number alterations are enriched for synthetic viability in BRCA1/BRCA2 tumors
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Yingjie Zhu, Xin Pei, Ardijana Novaj, Jeremy Setton, Daniel Bronder, Fatemeh Derakhshan, Pier Selenica, Niamh McDermott, Mehmet Orman, Sarina Plum, Shyamal Subramanyan, Sara H. Braverman, Biko McMillan, Sonali Sinha, Jennifer Ma, Andrea Gazzo, Atif Khan, Samuel Bakhoum, Simon N. Powell, Jorge S. Reis-Filho, and Nadeem Riaz
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BRCA1 ,BRCA2 ,Copy number alterations ,Gene expression ,Synthetic viability ,CRISPR-Cas9 knockout ,Medicine ,Genetics ,QH426-470 - Abstract
Abstract Background Pathogenic BRCA1 or BRCA2 germline mutations contribute to hereditary breast, ovarian, prostate, and pancreatic cancer. Paradoxically, bi-allelic inactivation of BRCA1 or BRCA2 (bBRCA1/2) is embryonically lethal and decreases cellular proliferation. The compensatory mechanisms that facilitate oncogenesis in bBRCA1/2 tumors remain unclear. Methods We identified recurrent genetic alterations enriched in human bBRCA1/2 tumors and experimentally validated if these improved proliferation in cellular models. We analyzed mutations and copy number alterations (CNAs) in bBRCA1/2 breast and ovarian cancer from the TCGA and ICGC. We used Fisher’s exact test to identify CNAs enriched in bBRCA1/2 tumors compared to control tumors that lacked evidence of homologous recombination deficiency. Genes located in CNA regions enriched in bBRCA1/2 tumors were further screened by gene expression and their effects on proliferation in genome-wide CRISPR/Cas9 screens. A set of candidate genes was functionally validated with in vitro clonogenic survival and functional assays to validate their influence on proliferation in the setting of bBRCA1/2 mutations. Results We found that bBRCA1/2 tumors harbor recurrent large-scale genomic deletions significantly more frequently than histologically matched controls (n = 238 cytobands in breast and ovarian cancers). Within the deleted regions, we identified 277 BRCA1-related genes and 218 BRCA2-related genes that had reduced expression and increased proliferation in bBRCA1/2 but not in wild-type cells in genome-wide CRISPR screens. In vitro validation of 20 candidate genes with clonogenic proliferation assays validated 9 genes, including RIC8A and ATMIN (ATM-Interacting protein). We identified loss of RIC8A, which occurs frequently in both bBRCA1/2 tumors and is synthetically viable with loss of both BRCA1 and BRCA2. Furthermore, we found that metastatic homologous recombination deficient cancers acquire loss-of-function mutations in RIC8A. Lastly, we identified that RIC8A does not rescue homologous recombination deficiency but may influence mitosis in bBRCA1/2 tumors, potentially leading to increased micronuclei formation. Conclusions This study provides a means to solve the tumor suppressor paradox by identifying synthetic viability interactions and causal driver genes affected by large-scale CNAs in human cancers.
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- 2024
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17. Altered methylation of imprinted genes in neuroblastoma: implications for prognostic refinement
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Medha Suman, Maja Löfgren, Susanne Fransson, Jewahri Idris Yousuf, Johanna Svensson, Anna Djos, Tommy Martinsson, Per Kogner, Teresia Kling, and Helena Carén
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Neuroblastoma ,Genomic imprinting ,DNA methylation ,Copy number alterations ,Medicine - Abstract
Abstract Background Neuroblastoma (NB) is a complex disease, and the current understanding of NB biology is limited. Deregulation in genomic imprinting is a common event in malignancy. Since imprinted genes play crucial roles in early fetal growth and development, their role in NB pathogenesis could be suggested. Methods We examined alterations in DNA methylation patterns of 369 NB tumours at 49 imprinted differentially methylated regions (DMRs) and assessed its association with overall survival probabilities and selected clinical and genomic features of the tumours. In addition, an integrated analysis of DNA methylation and allele-specific copy number alterations (CNAs) was performed, to understand the correlation between the two molecular events. Results Several imprinted regions with aberrant methylation patterns in NB were identified. Regions that underwent loss of methylation in > 30% of NB samples were DMRs annotated to the genes NDN, SNRPN, IGF2, MAGEL2 and HTR5A and regions with gain of methylation were NNAT, RB1 and GPR1. Methylation alterations at six of the 49 imprinted DMRs were statistically significantly associated with reduced overall survival: MIR886, RB1, NNAT/BLCAP, MAGEL2, MKRN3 and INPP5F. RB1, NNAT/BLCAP and MKRN3 were further able to stratify low-risk NB tumours i.e. tumours that lacked MYCN amplification and 11q deletion into risk groups. Methylation alterations at NNAT/BLCAP, MAGEL2 and MIR886 predicted risk independently of MYCN amplification or 11q deletion and age at diagnosis. Investigation of the allele-specific CNAs demonstrated that the imprinted regions that displayed most alterations in NB tumours harbor true epigenetic changes and are not result of the underlying CNAs. Conclusions Aberrant methylation in imprinted regions is frequently occurring in NB tumours and several of these regions have independent prognostic value. Thus, these could serve as potentially important clinical epigenetic markers to identify individuals with adverse prognosis. Incorporation of methylation status of these regions together with the established risk predictors may further refine the prognostication of NB patients.
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- 2024
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18. Low-pass whole genome sequencing of circulating tumor cells to evaluate chromosomal instability in triple-negative breast cancer.
- Author
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Di Cosimo, Serena, Silvestri, Marco, De Marco, Cinzia, Calzoni, Alessia, De Santis, Maria Carmen, Carnevale, Maria Grazia, Reduzzi, Carolina, Cristofanilli, Massimo, and Cappelletti, Vera
- Subjects
TRIPLE-negative breast cancer ,WHOLE genome sequencing ,BREAST cancer ,DNA repair ,MACHINE learning - Abstract
Chromosomal Instability (CIN) is a common and evolving feature in breast cancer. Large-scale Transitions (LSTs), defined as chromosomal breakages leading to gains or losses of at least 10 Mb, have recently emerged as a metric of CIN due to their standardized definition across platforms. Herein, we report the feasibility of using low-pass Whole Genome Sequencing to assess LSTs, copy number alterations (CNAs) and their relationship in individual circulating tumor cells (CTCs) of triple-negative breast cancer (TNBC) patients. Initial assessment of LSTs in breast cancer cell lines consistently showed wide-ranging values (median 22, range 4–33, mean 21), indicating heterogeneous CIN. Subsequent analysis of CTCs revealed LST values (median 3, range 0–18, mean 5), particularly low during treatment, suggesting temporal changes in CIN levels. CNAs averaged 30 (range 5–49), with loss being predominant. As expected, CTCs with higher LSTs values exhibited increased CNAs. A CNA-based classifier of individual patient-derived CTCs, developed using machine learning, identified genes associated with both DNA proliferation and repair, such as RB1, MYC, and EXO1, as significant predictors of CIN. The model demonstrated a high predictive accuracy with an Area Under the Curve (AUC) of 0.89. Overall, these findings suggest that sequencing CTCs holds the potential to facilitate CIN evaluation and provide insights into its dynamic nature over time, with potential implications for monitoring TNBC progression through iterative assessments. [ABSTRACT FROM AUTHOR]
- Published
- 2024
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19. Altered methylation of imprinted genes in neuroblastoma: implications for prognostic refinement.
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Suman, Medha, Löfgren, Maja, Fransson, Susanne, Yousuf, Jewahri Idris, Svensson, Johanna, Djos, Anna, Martinsson, Tommy, Kogner, Per, Kling, Teresia, and Carén, Helena
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GENOMIC imprinting ,DNA methylation ,DNA analysis ,OVERALL survival ,BIOMARKERS ,NEUROBLASTOMA - Abstract
Background: Neuroblastoma (NB) is a complex disease, and the current understanding of NB biology is limited. Deregulation in genomic imprinting is a common event in malignancy. Since imprinted genes play crucial roles in early fetal growth and development, their role in NB pathogenesis could be suggested. Methods: We examined alterations in DNA methylation patterns of 369 NB tumours at 49 imprinted differentially methylated regions (DMRs) and assessed its association with overall survival probabilities and selected clinical and genomic features of the tumours. In addition, an integrated analysis of DNA methylation and allele-specific copy number alterations (CNAs) was performed, to understand the correlation between the two molecular events. Results: Several imprinted regions with aberrant methylation patterns in NB were identified. Regions that underwent loss of methylation in > 30% of NB samples were DMRs annotated to the genes NDN, SNRPN, IGF2, MAGEL2 and HTR5A and regions with gain of methylation were NNAT, RB1 and GPR1. Methylation alterations at six of the 49 imprinted DMRs were statistically significantly associated with reduced overall survival: MIR886, RB1, NNAT/BLCAP, MAGEL2, MKRN3 and INPP5F. RB1, NNAT/BLCAP and MKRN3 were further able to stratify low-risk NB tumours i.e. tumours that lacked MYCN amplification and 11q deletion into risk groups. Methylation alterations at NNAT/BLCAP, MAGEL2 and MIR886 predicted risk independently of MYCN amplification or 11q deletion and age at diagnosis. Investigation of the allele-specific CNAs demonstrated that the imprinted regions that displayed most alterations in NB tumours harbor true epigenetic changes and are not result of the underlying CNAs. Conclusions: Aberrant methylation in imprinted regions is frequently occurring in NB tumours and several of these regions have independent prognostic value. Thus, these could serve as potentially important clinical epigenetic markers to identify individuals with adverse prognosis. Incorporation of methylation status of these regions together with the established risk predictors may further refine the prognostication of NB patients. [ABSTRACT FROM AUTHOR]
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- 2024
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20. Large-scale copy number alterations are enriched for synthetic viability in BRCA1/BRCA2 tumors.
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Zhu, Yingjie, Pei, Xin, Novaj, Ardijana, Setton, Jeremy, Bronder, Daniel, Derakhshan, Fatemeh, Selenica, Pier, McDermott, Niamh, Orman, Mehmet, Plum, Sarina, Subramanyan, Shyamal, Braverman, Sara H., McMillan, Biko, Sinha, Sonali, Ma, Jennifer, Gazzo, Andrea, Khan, Atif, Bakhoum, Samuel, Powell, Simon N., and Reis-Filho, Jorge S.
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HOMOLOGOUS recombination ,GENE expression ,CELL proliferation ,FISHER exact test ,DNA repair ,TUMOR suppressor genes - Abstract
Background: Pathogenic BRCA1 or BRCA2 germline mutations contribute to hereditary breast, ovarian, prostate, and pancreatic cancer. Paradoxically, bi-allelic inactivation of BRCA1 or BRCA2 (bBRCA1/2) is embryonically lethal and decreases cellular proliferation. The compensatory mechanisms that facilitate oncogenesis in bBRCA1/2 tumors remain unclear. Methods: We identified recurrent genetic alterations enriched in human bBRCA1/2 tumors and experimentally validated if these improved proliferation in cellular models. We analyzed mutations and copy number alterations (CNAs) in bBRCA1/2 breast and ovarian cancer from the TCGA and ICGC. We used Fisher's exact test to identify CNAs enriched in bBRCA1/2 tumors compared to control tumors that lacked evidence of homologous recombination deficiency. Genes located in CNA regions enriched in bBRCA1/2 tumors were further screened by gene expression and their effects on proliferation in genome-wide CRISPR/Cas9 screens. A set of candidate genes was functionally validated with in vitro clonogenic survival and functional assays to validate their influence on proliferation in the setting of bBRCA1/2 mutations. Results: We found that bBRCA1/2 tumors harbor recurrent large-scale genomic deletions significantly more frequently than histologically matched controls (n = 238 cytobands in breast and ovarian cancers). Within the deleted regions, we identified 277 BRCA1-related genes and 218 BRCA2-related genes that had reduced expression and increased proliferation in bBRCA1/2 but not in wild-type cells in genome-wide CRISPR screens. In vitro validation of 20 candidate genes with clonogenic proliferation assays validated 9 genes, including RIC8A and ATMIN (ATM-Interacting protein). We identified loss of RIC8A, which occurs frequently in both bBRCA1/2 tumors and is synthetically viable with loss of both BRCA1 and BRCA2. Furthermore, we found that metastatic homologous recombination deficient cancers acquire loss-of-function mutations in RIC8A. Lastly, we identified that RIC8A does not rescue homologous recombination deficiency but may influence mitosis in bBRCA1/2 tumors, potentially leading to increased micronuclei formation. Conclusions: This study provides a means to solve the tumor suppressor paradox by identifying synthetic viability interactions and causal driver genes affected by large-scale CNAs in human cancers. [ABSTRACT FROM AUTHOR]
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- 2024
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21. Binary classification of copy number alteration profiles in liquid biopsy with potential clinical impact in advanced NSCLC.
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Tosello, Valeria, Grassi, Angela, Rose, Dominic, Bao, Loc Carlo, Zulato, Elisabetta, Dalle Fratte, Chiara, Polano, Maurizio, Del Bianco, Paola, Pasello, Giulia, Guarneri, Valentina, Indraccolo, Stefano, and Bonanno, Laura
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NUCLEOTIDE sequencing ,NON-small-cell lung carcinoma ,WHOLE genome sequencing ,IMMUNE checkpoint inhibitors ,CELL-free DNA - Abstract
Liquid biopsy has recently emerged as an important tool in clinical practice particularly for lung cancer patients. We retrospectively evaluated cell-free DNA analyses performed at our Institution by next generation sequencing methodology detecting the major classes of genetic alterations. Starting from the graphical representation of chromosomal alterations provided by the analysis software, we developed a support vector machine classifier to automatically classify chromosomal profiles as stable (SCP) or unstable (UCP). High concordance was found between our binary classification and tumor fraction evaluation performed using shallow whole genome sequencing. Among clinical features, UCP patients were more likely to have ≥ 3 metastatic sites and liver metastases. Longitudinal assessment of chromosomal profiles in 33 patients with lung cancer receiving immune checkpoint inhibitors (ICIs) showed that only patients that experienced early death or hyperprogressive disease retained or acquired an UCP within 3 weeks from the beginning of ICIs. UCP was not observed following ICIs among patients that experienced progressive disease or clinical benefit. In conclusion, our binary classification, applied to whole copy number alteration profiles, could be useful for clinical risk stratification during systemic treatment for non-small cell lung cancer patients. [ABSTRACT FROM AUTHOR]
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- 2024
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22. Copy number alterations: a catastrophic orchestration of the breast cancer genome.
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Shahrouzi, Parastoo, Forouz, Farzaneh, Mathelier, Anthony, Kristensen, Vessela N., and Duijf, Pascal H.G.
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DELETION mutation , *BREAST cancer , *PROGNOSIS , *GENE amplification , *CELL proliferation - Abstract
Copy number alterations (CNAs) are prevalent across breast cancer (BCa) subtypes, with triple-negative BCa exhibiting the most heterogeneous CN profile, while luminal A/estrogen-receptor-positive tumors demonstrate the least heterogeneity. While chromosome arm-level CNAs impact 25% of the typical cancer genome, only 10% of the genome is affected by focal CNAs. The most frequent CNAs in BCa include losses of 8p, 13q, 16q, and 17p and gains of 1q and 8q. CNAs influence tumor biology, including cell proliferation, invasion, and metastasis. They can also serve as prognostic markers, with specific CNAs associated with disease aggressiveness and poor clinical outcomes. While CNAs offer promise as biomarkers for personalized treatments, challenges such as tumor heterogeneity and clonal evolution must be addressed. Technological advances and bioinformatics present opportunities for refining our understanding of CNAs and translating this knowledge into clinical practice. Breast cancer (BCa) is a prevalent malignancy that predominantly affects women around the world. Somatic copy number alterations (CNAs) are tumor-specific amplifications or deletions of DNA segments that often drive BCa development and therapy resistance. Hence, the complex patterns of CNAs complement BCa classification systems. In addition, understanding the precise contributions of CNAs is essential for tailoring personalized treatment approaches. This review highlights how tumor evolution drives the acquisition of CNAs, which in turn shape the genomic landscapes of BCas. It also discusses advanced methodologies for identifying recurrent CNAs, studying CNAs in BCa and their clinical impact. [ABSTRACT FROM AUTHOR]
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- 2024
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23. Prognostic relevance of surface expression of cytokine receptor-like factor 2 in pediatric B-lineage acute lymphoblastic leukemia.
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Singh, Jay, Benjamin, Mercilena, Pandey, Avanish, Kumari, Sarita, Ali, Mohammad, Palanichamy, Jayanth, Bakhshi, Sameer, Singh, Amitabh, Pushpam, Deepam, Kumar, Akash, Seth, Rachna, Singh, Inder, Tanwar, Pranay, Singh, Amar, Arora, Mohit, Chopra, Anita, and Sharma, Gunjan
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B-ALL ,CRLF2 ,Leukemia ,copy number alterations ,pediatric malignancies ,prognosis - Abstract
Overexpression of cytokine receptor-like factor 2 (CRLF2) resulting from its genomic rearrangement is the most frequent genetic alteration found in Philadelphia chromosome-like (Ph-like) B-cell acute lymphoblastic leukemia (B-ALL), a high-risk leukemia. Detection of CRLF2 expression by multiparameter flow cytometry has been proposed as a screening tool for the identification of Ph-like B-ALL. However, the prognostic relevance of flow cytometric expression of CRLF2 in pediatric B-ALL is not very clear. Additionally, its association with common copy number alterations (CNA) has not been studied in detail. Hence, in this study, we prospectively evaluated the flow cytometric expression of CRLF2 in 256 pediatric B-ALL patients and determined its association with molecular features such as common CNAs detected using Multiplex ligation-dependent probe amplification and mutations in CRLF2, JAK2 and IL7RA genes. Further, its association with clinicopathological features including patient outcome was assessed. We found that 8.59% (22/256) pediatric B-ALL patients were CRLF2-positive at diagnosis. Among CNAs, CRLF2 positivity was associated with presence of PAX5 alteration (P=0.041). JAK2 and IL-7R mutations were found in 9% and 13.6% CRLF2-positive patients, respectively. IGH::CRLF2 or P2RY8::CRLF2 fusions were each found in 1/22 individuals. CRLF2-positive patients were found to have inferior overall (hazard ratio (HR) =4.39, P=0.006) and event free survival (HR=2.62, P=0.045), independent to other clinical features. Furthermore, concomitant CNA of IKZF1 in CRLF2 positive patients was associated with a greater hazard for poor overall and event free survival, compared to patients without these alterations or presence of any one of them. Our findings demonstrate that the surface CRLF2 expression in association with IKZF1 copy number alteration can be used to risk stratify pediatric B-ALL patients.
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- 2023
24. Prognostic value of ultra-low-pass whole-genome sequencing of circulating tumor DNA in hepatocellular carcinoma under systemic treatment
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Miguel Sogbe, Idoia Bilbao, Francesco P. Marchese, Jon Zazpe, Annarosaria De Vito, Marta Pozuelo, Delia D’Avola, Mercedes Iñarrairaegui, Carmen Berasain, Maria Arechederra, Josepmaria Argemi, and Bruno Sangro
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liver cancer ,liquid biopsy ,copy number alterations ,prognosis ,biomarkers ,Diseases of the digestive system. Gastroenterology ,RC799-869 - Abstract
Background/Aims New prognostic markers are needed to identify patients with hepatocellular carcinoma (HCC) who carry a worse prognosis. Ultra-low-pass whole-genome sequencing (ULP-WGS) (≤0.5× coverage) of cell-free DNA (cfDNA) has emerged as a low-cost promising tool to assess both circulating tumor DNA (ctDNA) fraction and large structural genomic alterations. Here, we studied the performance of ULP-WGS of plasma cfDNA to infer prognosis in patients with HCC. Methods Plasma samples were obtained from patients with HCC prior to surgery, locoregional or systemic therapy, and were analyzed by ULP-WGS of cfDNA to an average genome-wide fold coverage of 0.3x. ctDNA and copy number alterations (CNA) were estimated using the software package ichorCNA. Results Samples were obtained from 73 HCC patients at different BCLC stages (BCLC 0/A: n=37, 50.7%; BCLC B/C: n=36, 49.3%). ctDNA was detected in 18 out of 31 patients who received systemic treatment. Patients with detectable ctDNA showed significantly worse overall survival (median, 13.96 months vs not reached). ctDNA remained an independent predictor of prognosis after adjustment by clinical-pathologic features and type of systemic treatment (hazard ratio 7.69; 95%, CI 2.09–28.27). Among ctDNA-positive patients under systemic treatments, the loss of large genomic regions in 5q and 16q arms was associated with worse prognosis after multivariate analysis. Conclusions ULP-WGS of cfDNA provides clinically relevant information about the tumor biology. The presence of ctDNA and the loss of 5q and 16q arms in ctDNA-positive patients are independent predictors of worse prognosis in patients with advanced HCC receiving systemic therapy.
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- 2024
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25. A case report of mucinous borderline ovarian tumor with recurrence as invasive carcinoma with high copy number alterations
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Wakazono, Emi, Taki, Mana, Watanabe, Koichi, Yamanoi, Koji, Murakami, Ryusuke, Kakiuchi, Nobuyuki, Yamaguchi, Ken, Hamanishi, Junzo, Minamiguchi, Sachiko, Ogawa, Seishi, and Mandai, Masaki
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- 2024
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26. Genetic alterations in mature B- and T-cell lymphomas – a practical guide to WHO-HAEM5.
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Fischer 4, Anja, Kurz 6, Katrin S., López PhD 1,2,3, Cristina, Ott 6, German, Rosenwald 5, Andreas, and Siebert 4, Reiner
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LYMPHOMAS , *MEDICAL technology , *CYTOGENETICS , *CHROMOSOMAL rearrangement , *DNA copy number variations - Abstract
The identification of recurrent genomic alterations in tumour cells has a significant role in the classification of mature B- and T-cell lymphomas. Following the development of new technologies, such as next generation sequencing and the improvement of classical technologies such as conventional and molecular cytogenetics, a huge catalogue of genomic alterations in lymphoid neoplasms has been established. These alterations are relevant to refine the taxonomy of the classification of lymphomas, to scrutinize the differential diagnosis within different lymphoma entities and to help assessing the prognosis and clinical management of the patients. Consequently, here we describe the key genetic alterations relevant in mature B- and T-cell lymphomas. [ABSTRACT FROM AUTHOR]
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- 2024
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27. Comprehensive Analysis of Clinically Relevant Copy Number Alterations (CNAs) Using a 523-Gene Next-Generation Sequencing Panel and NxClinical Software in Solid Tumors.
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Gupta, Vivek, Vashisht, Vishakha, Vashisht, Ashutosh, Mondal, Ashis K., Alptekin, Ahmet, Singh, Harmanpreet, and Kolhe, Ravindra
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NUCLEOTIDE sequencing , *MOLECULAR probes , *TUMORS , *PANCREATIC cancer , *COMPUTER software , *INDUCED ovulation - Abstract
Copy number alterations (CNAs) are significant in tumor initiation and progression. Identifying these aberrations is crucial for targeted therapies and personalized cancer diagnostics. Next-generation sequencing (NGS) methods present advantages in scalability and cost-effectiveness, surpassing limitations associated with reference assemblies and probe capacities in traditional laboratory approaches. This retrospective study evaluated CNAs in 50 FFPE tumor samples (breast cancer, ovarian carcinoma, pancreatic cancer, melanoma, and prostate carcinoma) using Illumina's TruSight Oncology 500 (TSO500) and the Affymetrix Oncoscan Molecular Inversion Probe (OS-MIP) (ThermoFisher Scientific, Waltham, MA, USA). NGS analysis with the NxClinical 6.2 software demonstrated a high sensitivity and specificity (100%) for CNA detection, with a complete concordance rate as compared to the OS-MIP. All 54 known CNAs were identified by NGS, with gains being the most prevalent (63%). Notable CNAs were observed in MYC (18%), TP53 (12%), BRAF (8%), PIK3CA, EGFR, and FGFR1 (6%) genes. The diagnostic parameters exhibited high accuracy, including a positive predictive value, negative predictive value, and overall diagnostic accuracy. This study underscores NxClinical as a reliable software for identifying clinically relevant gene alterations using NGS TSO500, offering valuable insights for personalized cancer treatment strategies based on CNA analysis. [ABSTRACT FROM AUTHOR]
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- 2024
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28. SCONCE2: jointly inferring single cell copy number profiles and tumor evolutionary distances
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Hui, Sandra and Nielsen, Rasmus
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Biological Sciences ,Bioinformatics and Computational Biology ,Genetics ,Human Genome ,Cancer ,Cancer Genomics ,Generic health relevance ,DNA Copy Number Variations ,Humans ,Neoplasms ,Phylogeny ,Polymorphism ,Single Nucleotide ,Copy number alterations ,Cancer genomics ,Single cell sequencing ,Tumor evolution ,Tumor phylogenies ,Mathematical Sciences ,Information and Computing Sciences ,Bioinformatics ,Biological sciences ,Information and computing sciences ,Mathematical sciences - Abstract
BackgroundSingle cell whole genome tumor sequencing can yield novel insights into the evolutionary history of somatic copy number alterations. Existing single cell copy number calling methods do not explicitly model the shared evolutionary process of multiple cells, and generally analyze cells independently. Additionally, existing methods for estimating tumor cell phylogenies using copy number profiles are sensitive to profile estimation errors.ResultsWe present SCONCE2, a method for jointly calling copy number alterations and estimating pairwise distances for single cell sequencing data. Using simulations, we show that SCONCE2 has higher accuracy in copy number calling and phylogeny estimation than competing methods. We apply SCONCE2 to previously published single cell sequencing data to illustrate the utility of the method.ConclusionsSCONCE2 jointly estimates copy number profiles and a distance metric for inferring tumor phylogenies in single cell whole genome tumor sequencing across multiple cells, enabling deeper understandings of tumor evolution.
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- 2022
29. Genomic profiling of primary and metastatic thyroid cancers.
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Máximo, Valdemar, Melo, Miguel, Yingjie Zhu, Gazzo, Andrea, Sobrinho Simões, Manuel, Da Cruz Paula, Arnaud, and Soares, Paula
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THYROID cancer , *ANAPLASTIC thyroid cancer , *LYMPHATIC metastasis , *MEDULLARY thyroid carcinoma , *BRAF genes , *METASTASIS , *SOMATIC mutation - Abstract
The genetic repertoire of primary thyroid cancers (TCs) is well documented, but there is a considerable lack of molecular profiling in metastatic TCs. Here, we retrieved and analyzed the molecular and clinical features of 475 primary and metastatic TCs subjected to targeted DNA sequencing, from the cBioPortal database. The cohort included primary and metastatic samples from 276 papillary thyroid carcinomas (PTCs), 5 follicular thyroid carcinomas, 22 Hürthle cell carcinomas (HCCs), 127 poorly differentiated thyroid carcinomas (PDTCs), 30 anaplastic thyroid carcinomas (ATCs) and 15 medullary thyroid carcinomas. The ATCs had the highest tumor mutational burden and the HCCs the highest fraction of the genome altered. Compared to primary PTCs, the metastases had a significantly higher frequency of genetic alterations affecting TERT (51% vs 77%, P < 0.001), CDKN2A (2% vs 10%, P < 0.01), RET (2% vs 7%, P < 0.05), CDKN2B (1% vs 6%, P < 0.05) and BCOR (0% vs 4%, P < 0.05). The distant metastases had a significantly lower frequency of BRAF (64% vs 85%, P < 0.01) and a significantly higher frequency of NRAS (13% vs 3%, P < 0.05) hotspot mutations than the lymph node metastases. Metastases from HCCs and PDTCs were found to be enriched for NF1 (29%) and TP53 (18%) biallelic alterations, respectively. The frequency of subclonal mutations in ATCs was significantly higher than in PTCs (43% vs 25%, P < 0.01) and PDTCs (43% vs 22%, P < 0.01). Metastatic TCs are enriched in clinically informative genetic alterations such as RET translocations, BRAF hotspot mutations and NF1 biallelic losses that may be explored therapeutically. [ABSTRACT FROM AUTHOR]
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- 2024
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30. Next-Generation Sequencing Detection of Copy Number Variants and Translocations
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Solomon, James P., Song, Wei, Allen, Timothy C., Series Editor, Crane, Genevieve M., editor, and Loghavi, Sanam, editor
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- 2023
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31. 3p Arm Loss and Survival in Head and Neck Cancer: An Analysis of TCGA Dataset
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Kim, Hugh Andrew Jinwook, Shaikh, Mushfiq Hassan, Lee, Mark, Zeng, Peter YF, Sorgini, Alana, Akintola, Temitope, Deng, Xiaoxiao, Jarycki, Laura, Khan, Halema, MacNeil, Danielle, Khan, Mohammed Imran, Mendez, Adrian, Yoo, John, Fung, Kevin, Lang, Pencilla, Palma, David A, Patel, Krupal, Mymryk, Joe S, Barrett, John W, Boutros, Paul C, Morris, Luc GT, and Nichols, Anthony C
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Biomedical and Clinical Sciences ,Oncology and Carcinogenesis ,Health Disparities ,Infectious Diseases ,Cancer Genomics ,Genetics ,Cancer ,Sexually Transmitted Infections ,Biotechnology ,Clinical Research ,Dental/Oral and Craniofacial Disease ,Rare Diseases ,Human Genome ,2.1 Biological and endogenous factors ,Good Health and Well Being ,head and neck cancer ,chromosome loss ,copy number alterations ,genomics ,mutational status ,Oncology and carcinogenesis - Abstract
Loss of the 3p chromosome arm has previously been reported to be a biomarker of poorer outcome in both human papillomavirus (HPV)-positive and HPV-negative head and neck cancer. However, the precise operational measurement of 3p arm loss is unclear and the mutational profile associated with the event has not been thoroughly characterized. We downloaded the clinical, single nucleotide variation (SNV), copy number aberration (CNA), RNA sequencing, and reverse phase protein assay (RPPA) data from The Cancer Genome Atlas (TCGA) and The Cancer Proteome Atlas HNSCC cohorts. Survival data and hypoxia scores were downloaded from published studies. In addition, we report the inclusion of an independent Memorial Sloan Kettering cohort. We assessed the frequency of loci deletions across the 3p arm separately in HPV-positive and -negative disease. We found that deletions on chromosome 3p were almost exclusively an all or none event in the HPV-negative cohort; patients either had 97% of the arm deleted. 3p arm loss, defined as >97% deletion in HPV-positive patients and >50% in HPV-negative patients, had no impact on survival (p > 0.05). However, HPV-negative tumors with 3p arm loss presented at a higher N-category and overall stage and developed more distant metastases (p < 0.05). They were enriched for SNVs in TP53, and depleted for point mutations in CASP8, HRAS, HLA-A, HUWE1, HLA-B, and COL22A1 (false discovery rate, FDR < 0.05). 3p arm loss was associated with CNAs across the whole genome (FDR < 0.1), and pathway analysis revealed low lymphoid-non-lymphoid cell interactions and cytokine signaling (FDR < 0.1). In the tumor microenvironment, 3p arm lost tumors had low immune cell infiltration (FDR < 0.1) and elevated hypoxia (FDR < 0.1). 3p arm lost tumors had lower abundance of proteins phospho-HER3 and ANXA1, and higher abundance of miRNAs hsa-miR-548k and hsa-miR-421, which were all associated with survival. There were no molecular differences by 3p arm status in HPV-positive patients, at least at our statistical power level. 3p arm loss is largely an all or none phenomenon in HPV-negative disease and does not predict poorer survival from the time of diagnosis in TCGA cohort. However, it produces tumors with distinct molecular characteristics and may represent a clinically useful biomarker to guide treatment decisions for HPV-negative patients.
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- 2021
32. Chromosome instability and aneuploidy in the mammalian brain.
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Albert, Olivia, Sun, Shixiang, Huttner, Anita, Zhang, Zhengdong, Suh, Yousin, Campisi, Judith, Vijg, Jan, and Montagna, Cristina
- Abstract
This review investigates the role of aneuploidy and chromosome instability (CIN) in the aging brain. Aneuploidy refers to an abnormal chromosomal count, deviating from the normal diploid set. It can manifest as either a deficiency or excess of chromosomes. CIN encompasses a broader range of chromosomal alterations, including aneuploidy as well as structural modifications in DNA. We provide an overview of the state-of-the-art methodologies utilized for studying aneuploidy and CIN in non-tumor somatic tissues devoid of clonally expanded populations of aneuploid cells. CIN and aneuploidy, well-established hallmarks of cancer cells, are also associated with the aging process. In non-transformed cells, aneuploidy can contribute to functional impairment and developmental disorders. Despite the importance of understanding the prevalence and specific consequences of aneuploidy and CIN in the aging brain, these aspects remain incompletely understood, emphasizing the need for further scientific investigations. This comprehensive review consolidates the present understanding, addresses discrepancies in the literature, and provides valuable insights for future research efforts. [ABSTRACT FROM AUTHOR]
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- 2023
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33. Prognostic Impact of Copy Number Alterations' Profile and AID/RAG Signatures in Acute Lymphoblastic Leukemia (ALL) with BCR::ABL and without Recurrent Genetic Aberrations (NEG ALL) Treated with Intensive Chemotherapy.
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Libura, Marta, Karabin, Karolina, Tyrna, Paweł, Czyż, Anna, Makuch-Łasica, Hanna, Jaźwiec, Bożena, Paluszewska, Monika, Piątkowska-Jakubas, Beata, Zawada, Magdalena, Gniot, Michał, Trubicka, Joanna, Szymańska, Magdalena, Borg, Katarzyna, Więsik, Marta, Czekalska, Sylwia, Florek, Izabela, Król, Maria, Paszkowska-Kowalewska, Małgorzata, Gil, Lidia, and Kapelko-Słowik, Katarzyna
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LYMPHOBLASTIC leukemia prognosis , *RESEARCH , *GENETIC mutation , *LYMPHOBLASTIC leukemia , *CANCER chemotherapy , *ONCOGENES , *RETROSPECTIVE studies , *HYDROLASES , *GENE expression , *TREATMENT effectiveness , *CANCER patients , *CHROMOSOME abnormalities , *RESEARCH funding , *DESCRIPTIVE statistics , *STATISTICAL correlation , *ADULTS - Abstract
Simple Summary: Adult ALL is a highly aggressive blood cancer. Two classes of genetic aberrations are responsible for ALL: primary aberrations followed by secondary aberrations. Currently, primary aberrations are used for estimating patients' risk in adult ALL. In this study, we reassessed the importance of primary and secondary copy number alterations (CNA) aberrations in intensively treated adult ALL patients in correlation to RAG/AID mutator enzyme expression. Primary aberrations alone specified the risk of 30% of patients. To define the prognosis of the remaining 70%, we identified high-risk and low-risk CNA profiles. We found the CNA profiles correlated with differential RAG/AID expression profiles. Furthermore, the outcome of CNAneg adult ALL was stratified by AID expression. Thus, we suggested mechanisms linking secondary aberrations with patients' outcomes and mutator enzymes. Finally, we propose a revised version of risk stratification in adult ALL patients which incorporates primary and secondary genetic lesions. Adult acute lymphoblastic leukemia (ALL) is associated with poor outcomes. ALL is initiated by primary aberrations, but secondary genetic lesions are necessary for overt ALL. In this study, we reassessed the value of primary and secondary aberrations in intensively treated ALL patients in relation to mutator enzyme expression. RT-PCR, genomic PCR, and sequencing were applied to evaluate primary aberrations, while qPCR was used to measure the expression of RAG and AID mutator enzymes in 166 adult ALL patients. Secondary copy number alterations (CNA) were studied in 94 cases by MLPA assay. Primary aberrations alone stratified 30% of the patients (27% high-risk, 3% low-risk cases). The remaining 70% intermediate-risk patients included BCR::ABL1pos subgroup and ALL lacking identified genetic markers (NEG ALL). We identified three CNA profiles: high-risk bad-CNA (CNAhigh/IKZF1pos), low-risk good-CNA (all other CNAs), and intermediate-risk CNAneg. Furthermore, based on RAG/AID expression, we report possible mechanisms underlying the CNA profiles associated with poor outcome: AID stratified outcome in CNAneg, which accompanied most likely a particular profile of single nucleotide variations, while RAG in CNApos increased the odds for CNAhigh/IKZF1pos development. Finally, we integrated primary genetic aberrations with CNA to propose a revised risk stratification code, which allowed us to stratify 75% of BCR::ABL1pos and NEG patients. [ABSTRACT FROM AUTHOR]
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- 2023
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34. Genomic aberrations as determinants of immune infiltrates in high grade serous ovarian carcinoma
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Al-Khalidi, Sarwah and Brenton, James
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616.99 ,Cancer ,Ovarian ,immune ,Immun-Oncology ,Oncology ,Genomic Aberration ,Copy number alterations - Abstract
Despite increasing reports indicating the prognostic significance of immune cell abundance in high grade serous ovarian cancer (HGSOC), mutational processes by which tumours gain immunogenicity or develop immune evasion are yet to be identified. Mutational processes that play a key role in HGSOC tumourigenesis leave imprints of copy-number aberrations (CNA) in the patient’s genome. These CNA can be summarised into seven copy number (CN) signatures, each associated with a specific mutational process. To identify mutational process associated with determining the immune response to HGSOC, I investigated the correlation between CN signatures and the density of key prognostic immune cells in a cohort of 172 HGSOC samples. The exposure to signatures in each sample was previously quantified. I first developed two multiplex IHC protocols against CD3, CD8, FOXP3 and CD20, and quantified the total, tumour and stroma densities of CD3+, CD8+, CD8−, FOXP3+ and CD20+cells in the patient cohort using HALO image analysis software. I also quantified the abundance of other immune cells in the samples using gene expression data. I used linear mixed modelling to fit the immune densities, and assessed the ability of CN signatures to predict the model. This revealed that the presence of CN signature 6, associated with high genomic CN states, is inversely correlated with all measures of immune cell densities, while the presence of homologous recombination deficiency (HRD)-associated CN signature 7 correlates positively with immune cell abundance (p > 0.05, ANOVA). Samples with a combination of absent CN signature 6 and present CN signature 7 had the highest abundance of immune infiltrates. These results indicate that the balance between high CN states and HRD is associated with determining the immune response in HGSOC. Feature expansion of the immune markers analysed using gene expression data and imaging mass cytometry will also be discussed.
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- 2020
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35. The intra-tumour heterogeneity landscape of human cancers
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Dentro, Stefan Christiaan, Adams, David, Van Loo, Peter, and Wedge, David
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616.99 ,Cancer ,Sequencing ,Copy Number Alterations ,Subclonal Architecture - Abstract
Tumours accumulate many somatic mutations in their lifetime. Some of these mutations, drivers, convey a selective advantage and can induce clonal expansions. Incomplete clonal expansions give rise to intra-tumour heterogeneity. Somatic mutations can be measured through massively parallel sequencing, where mutations that are supporting incomplete expansions will appear as subclonal. These mutations can be used as a marker of the existence of the expansion and allow for a window into the clonal and subclonal architecture of the tumour at diagnosis. During my Ph.D. I have developed computational methods to infer intra-tumour hetero- geneity from massively parallel sequencing data and applied these to the 2,778 tumour whole genome sequences in the International Cancer Genome Consortium Pan-Cancer Analysis of Whole Genomes initiative to paint the pan-cancer landscape of intra-tumour heterogeneity. I will first introduce the methods; a method to call somatic copy number alterations (Battenberg) and a method to infer subclones from single nucleotide variants (DPClust). Both are extensively validated on simulated and on real data, and I describe a rigorous quality control procedure. The methods are then applied to a single sample to showcase what can be learned about the life history of a cancer, before introducing additional computational methods for a pan-cancer study of heterogeneity. Finally, I describe the findings. I find that nearly all cancers, for which there is sufficient power, contain at least one subclone (96.7% of 1,801 primary tumours). The subclones contain driver mutations that are under positive selection, and known cancer genes contain subclonal driver mutations in low proportions. 9.5% of tumours contain only subclonal drivers that are clinically actionable, suggesting that heterogeneity could inform treatment choices. Finally, the analysis reveals that activity of smoking and UV-light associated mutational signatures goes down as the tumour evolves, while activity of the APOBEC associated signatures goes up.
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- 2020
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36. Deregulated miRNA Expression in Triple-Negative Breast Cancer of Ancestral Genomic-Characterized Latina Patients.
- Author
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Almohaywi, Maram, Sugita, Bruna M., Centa, Ariana, Fonseca, Aline S., Antunes, Valquiria C., Fadda, Paolo, Mannion, Ciaran M., Abijo, Tomilowo, Goldberg, Stuart L., Campbell, Michael C., Copeland, Robert L., Kanaan, Yasmine, and Cavalli, Luciane R.
- Subjects
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GENE expression , *TRIPLE-negative breast cancer , *HISPANIC American women , *CANCER relapse , *HISPANIC Americans - Abstract
Among patients with triple-negative breast cancer (TNBC), several studies have suggested that deregulated microRNA (miRNA) expression may be associated with a more aggressive phenotype. Although tumor molecular signatures may be race- and/or ethnicity-specific, there is limited information on the molecular profiles in women with TNBC of Hispanic and Latin American ancestry. We simultaneously profiled TNBC biopsies for the genome-wide copy number and miRNA global expression from 28 Latina women and identified a panel of 28 miRNAs associated with copy number alterations (CNAs). Four selected miRNAs (miR-141-3p, miR-150-5p, miR-182-5p, and miR-661) were validated in a subset of tumor and adjacent non-tumor tissue samples, with miR-182-5p being the most discriminatory among tissue groups (AUC value > 0.8). MiR-141-3p up-regulation was associated with increased cancer recurrence; miR-661 down-regulation with larger tumor size; and down-regulation of miR-150-5p with larger tumor size, high p53 expression, increased cancer recurrence, presence of distant metastasis, and deceased status. This study reinforces the importance of integration analysis of CNAs and miRNAs in TNBC, allowing for the identification of interactions among molecular mechanisms. Additionally, this study emphasizes the significance of considering the patients ancestral background when examining TNBC, as it can influence the relationship between intrinsic tumor molecular characteristics and clinical manifestations of the disease. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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37. A clinically applicable molecular classification of oncocytic cell thyroid nodules.
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de Koster, Elizabeth J., Corver, Willem E., de Geus-Oei, Lioe-Fee, Oyen, Wim J. G., Ruano, Dina, Schepers, Abbey, Snel, Marieke, van Wezel, Tom, Vriens, Dennis, and Morreau, Hans
- Subjects
- *
THYROID nodules , *X chromosome , *SINGLE nucleotide polymorphisms , *CHROMOSOMES , *MOLECULAR diagnosis , *THYROID cancer - Abstract
Whole chromosome instability with near-whole genome haploidization (GH) and subsequent endoreduplication is considered a main genomic driver in the tumorigenesis of oncocytic cell thyroid neoplasms (OCN). These copy number alterations (CNA) occur less frequently in oncocytic thyroid adenoma (OA) than in oncocytic carcinoma (OCA), suggesting a continuous process. The current study described the CNA patterns in a cohort of 30 benign and malignant OCN, observed using a next-generation sequencing (NGS) panel that assesses genome-wide loss of heterozygosity (LOH) and chromosomal imbalances using 1500 single-nucleotide polymorphisms (SNPs) across all autosomes and the X chromosome in DNA derived from cytological and histological samples. Observed CNA patterns were verified using multiparameter DNA flow cytometry with or without whole-genome SNP array analysis and lesser-allele intensity-ratio (LAIR) analysis. On CNA--LOH analysis using the NGS panel, GH-type CNA were observed in 4 of 11 (36%) OA and in 14 of 16 OCA (88%). Endoreduplication was suspected in 8 of 16 (50%) OCA, all with more extensive GH-type CNA (P < 0.001). Reciprocal chromosomal imbalance type CNA, characterized by (imbalanced) chromosomal copy number gains and associated with benign disease, were observed in 6 of 11 (55%) OA and one equivocal case of OCA. CNA patterns were different between the histopathological subgroups (P < 0.001). By applying the structured interpretation and considerations provided by the current study, CNA--LOH analysis using an NGS panel that is feasible for daily practice may be of great added value to the widespread application of molecular diagnostics in the diagnosis and risk stratification of OCN. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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38. Genetic Aspects of Conjunctival Melanoma: A Review.
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Chang, Emily, Demirci, Hakan, and Demirci, F. Yesim
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- *
GENETIC load , *GENETIC testing , *MUCOUS membranes , *MELANOMA , *BRAF genes , *GENETICS - Abstract
Conjunctival melanoma (CM) is a rare but aggressive cancer. Over the past decade, molecular studies using rapidly advancing technologies have increasingly improved our understanding of CM genetics. CMs are mainly characterized by dysregulated MAPK and PI3K/AKT/mTOR pathways, driven by commonly mutated (BRAF, NRAS, NF1) or less commonly mutated (KIT, PTEN) genes. Another group of genes frequently mutated in CMs include TERT and ATRX, with known roles in telomere maintenance and chromatin remodeling/epigenetic regulation. Uveal melanoma-related genes (BAP1, SF3B1, GNAQ/11) can also be mutated in CMs, albeit infrequently. Additional CM-related mutated genes have increasingly been identified using more comprehensive genetic analyses, awaiting further confirmation in additional/larger studies. As a tumor arising in a partly sun-exposed mucosal tissue, CM exhibits a distinct genomic profile, including the frequent presence of an ultraviolet (UV) signature (and high mutational load) and also the common occurrence of large structural variations (distributed across the genome) in addition to specific gene mutations. The knowledge gained from CM genetic studies to date has led to new therapeutic avenues, including the use of targeted and/or immuno-therapies with promising outcomes in several cases. Accordingly, the implementation of tumor genetic testing into the routine clinical care of CM patients holds promise to further improve and personalize their treatments. Likewise, a growing knowledge of poor prognosis-associated genetic changes in CMs (NRAS, TERT, and uveal melanoma signature mutations and chromosome 10q deletions) may ultimately guide future strategies for prognostic testing to further improve clinical outcomes (by tailoring surveillance and considering prophylactic treatments in patients with high-risk primary tumors). [ABSTRACT FROM AUTHOR]
- Published
- 2023
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39. The spectrum and significance of secondary (co‐occurring) genetic alterations in sarcomas: the hallmarks of sarcomagenesis.
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Dermawan, Josephine K and Rubin, Brian P
- Subjects
SOFT tissue tumors ,TUMOR suppressor genes ,SARCOMA ,EPIGENOMICS ,GENE fusion ,NUCLEOTIDE sequencing ,CELLULAR signal transduction - Abstract
Bone and soft tissue tumors are generally classified into complex karyotype sarcomas versus those with recurrent genetic alterations, often in the form of gene fusions. In this review, we provide an overview of important co‐occurring genomic alterations, organized by biological mechanisms and covering a spectrum of genomic alteration types: mutations (single‐nucleotide variations or indels) in oncogenes or tumor suppressor genes, copy number alterations, transcriptomic signatures, genomic complexity indices (e.g. CINSARC), and complex genomic structural variants. We discuss the biological and prognostic roles of these so‐called secondary or co‐occurring alterations, arguing that recognition and detection of these alterations may be significant for our understanding and management of mesenchymal tumors. On a related note, we also discuss major recurrent alterations in so‐called complex karyotype sarcomas. These secondary alterations are essential to sarcomagenesis via a variety of mechanisms, such as inactivation of tumor suppressors, activation of proliferative signal transduction, telomere maintenance, and aberrant regulation of epigenomic/chromatin remodeling players. The use of comprehensive genomic profiling, including targeted next‐generation sequencing panels or whole‐exome sequencing, may be incorporated into clinical workflows to offer more comprehensive, potentially clinically actionable information. © 2023 The Authors. The Journal of Pathology published by John Wiley & Sons Ltd on behalf of The Pathological Society of Great Britain and Ireland. [ABSTRACT FROM AUTHOR]
- Published
- 2023
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40. AhRR and PPP1R3C: Potential Prognostic Biomarkers for Serous Ovarian Cancer.
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Ardizzoia, Alessandra, Jemma, Andrea, Redaelli, Serena, Silva, Marco, Bentivegna, Angela, Lavitrano, Marialuisa, and Conconi, Donatella
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OVARIAN cancer , *PROGNOSIS , *CANCER stem cells , *GYNECOLOGIC cancer , *CANCER prognosis - Abstract
The lack of effective screening and successful treatment contributes to high ovarian cancer mortality, making it the second most common cause of gynecologic cancer death. Development of chemoresistance in up to 75% of patients is the cause of a poor treatment response and reduced survival. Therefore, identifying potential and effective biomarkers for its diagnosis and prognosis is a strong critical need. Copy number alterations are frequent in cancer, and relevant for molecular tumor stratification and patients' prognoses. In this study, array-CGH analysis was performed in three cell lines and derived cancer stem cells (CSCs) to identify genes potentially predictive for ovarian cancer patients' prognoses. Bioinformatic analyses of genes involved in copy number gains revealed that AhRR and PPP1R3C expression negatively correlated with ovarian cancer patients' overall and progression-free survival. These results, together with a significant association between AhRR and PPP1R3C expression and ovarian cancer stemness markers, suggested their potential role in CSCs. Furthermore, AhRR and PPP1R3C's increased expression was maintained in some CSC subpopulations, reinforcing their potential role in ovarian cancer. In conclusion, we reported for the first time, to the best of our knowledge, a prognostic role of AhRR and PPP1R3C expression in serous ovarian cancer. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
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41. Molecular characteristics of lung adenocarcinoma with respect to patient age at diagnosis.
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Staaf, Johan, Aine, Mattias, Nacer, Deborah F., Planck, Maria, and Arbajian, Elsa
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ADJUVANT chemotherapy ,BIOCOMPLEXITY ,ADENOCARCINOMA ,LUNGS ,PHENOTYPIC plasticity - Abstract
Lung cancer is primarily a disease of the elderly, with a median age at diagnosis around 70 years. In our study we sought to address the question of whether and how clinical characteristics, molecular alterations and molecular phenotypes differ between patient populations with early‐stage lung adenocarcinoma (AC) with respect to age at diagnosis. Patients were stratified based on age at diagnosis into five systematic age bins (<50, 50‐60, 60‐70, 70‐80 and ≥80 years). To assess clinicopathological variables on a population‐based level, we accessed data from the national quality registry for lung cancer in Sweden. In parallel, we used compiled datasets from public cohorts to investigate focal and genome‐wide DNA alterations, epigenetic alterations, immune composition and transcriptional patterns in relation to age at diagnosis. Gender, stage, WHO performance and likelihood of receiving chemotherapy as adjuvant treatment were linked to age at diagnosis. Associations between younger patient age and likelihood of harboring certain driver mutations (eg, in EGFR and ALK) were confirmed. We also found an association between age at diagnosis and certain mutational signatures. However, age did not seem to drive transcriptional, copy number, or epigenetic variation in the tumors. Based on our findings, age at diagnosis alone does not appear to provide an additional layer of biological complexity above that of proposed genetic and transcriptional phenotypes of AC. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
42. Copy number alteration is an independent prognostic biomarker in triple-negative breast cancer patients.
- Author
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Nagahashi, Masayuki, Ling, YiWei, Toshikawa, Chie, Hayashida, Tetsu, Kitagawa, Yuko, Futamura, Manabu, Kuwayama, Takashi, Nakamura, Seigo, Yamauchi, Hideko, Yamauchi, Teruo, Kaneko, Koji, Kanbayashi, Chizuko, Sato, Nobuaki, Tsuchida, Junko, Moro, Kazuki, Nakajima, Masato, Shimada, Yoshifumi, Ichikawa, Hiroshi, Lyle, Stephen, and Miyoshi, Yasuo
- Abstract
Background: Next-generation sequencing (NGS) has enabled comprehensive genomic profiling to identify gene alterations that play important roles in cancer biology. However, the clinical significance of these genomic alterations in triple-negative breast cancer (TNBC) patients has not yet been fully elucidated. The aim of this study was to clarify the clinical significance of genomic profiling data, including copy number alterations (CNA) and tumor mutation burden (TMB), in TNBC patients. Methods: A total of 47 patients with Stage I–III TNBC with genomic profiling of 435 known cancer genes by NGS were enrolled in this study. Disease-free survival (DFS) and overall survival (OS) were evaluated for their association to gene profiling data. Results: CNA-high patients showed significantly worse DFS and OS than CNA-low patients (p = 0.0009, p = 0.0041, respectively). TMB was not associated with DFS or OS in TNBC patients. Patients with TP53 alterations showed a tendency of worse DFS (p = 0.0953) and significantly worse OS (p = 0.0338) compared with patients without TP53 alterations. Multivariable analysis including CNA and other clinicopathological parameters revealed that CNA was an independent prognostic factor for DFS (p = 0.0104) and OS (p = 0.0306). Finally, multivariable analysis also revealed the combination of CNA-high and TP53 alterations is an independent prognostic factor for DFS (p = 0.0005) and OS (p = 0.0023). Conclusions: We revealed that CNA, but not TMB, is significantly associated with DFS and OS in TNBC patients. The combination of CNA-high and TP53 alterations may be a promising biomarker that can inform beyond standard clinicopathologic factors to identify a subgroup of TNBC patients with significantly worse prognosis. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
43. In silico Screening of Potential Biomarkers in Oral Cancer.
- Author
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Shetty, Shreya, Shraddha, A. V., and Adiga, Rama
- Subjects
ORAL cancer ,METASTASIS ,CANCER prognosis ,SQUAMOUS cell carcinoma ,GENE expression - Abstract
Background: Oral cancer is the third most common form of cancer in India caused by chewing betel, tobacco, and smoking. Early diagnosis is a key to control the malignancy. Widely used methods of histological detection often lack predictive power for prognosis. Furthermore, many variants of oral squamous cell carcinoma and metastasis of lymph node made diagnosis difficult. Analysis of differentially expressed gene and its association with oral cancer is a powerful approach to predicting a gene panel. Computational approaches have been the cornerstone for analyzing and generating survival plots of hub genes from cancer databases. Methods: This is an in silico gene expression and copy number alteration study using various tools GEPIA2 and TSVdb and literature review. Results: GEPIA2 database tools and PROGgene V2 were used to validate the messenger RNA expression levels of selected genes and generated the disease‑specific survival plot (P < 0.05). The candidate gene panel comprised of DACH1, RARB, HOXA5, IFI27, and NTM with predictive gene signature for diagnosis of oral cancer. The hazard ratio was found to be >1 for disease-free survival plot. Conclusions: Copy number alterations in cancer are the recent popular methods to study cancer. The in silico study identified the gene signature in head‑and‑neck squamous cell carcinoma which was statistically significant which may be potentially used for the diagnosis of oral squamous cell carcinoma. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
44. New developments in the pathology and molecular biology of retroperitoneal sarcomas.
- Author
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Watson, Sarah, Gruel, Nadege, and Le Loarer, François
- Subjects
MOLECULAR pathology ,MOLECULAR biology ,SARCOMA ,LIPOSARCOMA ,LEIOMYOSARCOMA ,TUMOR microenvironment - Abstract
Retroperitoneal sarcomas (RPS) refer to a heterogeneous group of malignancies of mesenchymal origin developing from retroperitoneal tissues and vessels. The most frequent RPS are well differentiated/dedifferentiated liposarcomas and leiomyosarcomas, but other rare histological subtypes can be observed. Over the last decade, significant advances have been made in the pathological and molecular characterization of sarcomas. These advances have led to major changes in their diagnostic management as well as in the development of new therapeutic strategies based on tumor biology and microenvironment. This review describes the current knowledge and recent findings in the pathology and molecular biology of the most frequent RPS subtypes. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
45. The MAL Family of Proteins: Normal Function, Expression in Cancer, and Potential Use as Cancer Biomarkers.
- Author
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Labat-de-Hoz, Leticia, Rubio-Ramos, Armando, Correas, Isabel, and Alonso, Miguel A.
- Subjects
- *
GRANULOCYTES , *MACROPHAGES , *GENE expression , *DNA methylation , *CANCER genes , *MESSENGER RNA , *TUMOR suppressor genes , *MEMBRANE proteins , *TUMOR markers - Abstract
Simple Summary: The use of biomarkers can provide information about the outcome of cancer patients, the type of tumor, its malignant potential and the risk of recurrence, and may also be useful for guiding the selection of the optimal clinical treatment for the patient. There is sparse published information about the expression of MAL gene family members in cancer and their use as cancer biomarkers. On the other hand, large-scale studies have generated datasets that are freely available from public resources and that allow the expression of almost every human gene in multiple types of cancer to be analyzed. This review uses these two sources to investigate the expression of the MAL gene family in cancer and to explore their potential biomedical applications as cancer biomarkers. The MAL family of integral membrane proteins consists of MAL, MAL2, MALL, PLLP, CMTM8, MYADM, and MYADML2. The best characterized members are elements of the machinery that controls specialized pathways of membrane traffic and cell signaling. This review aims to help answer the following questions about the MAL-family genes: (i) is their expression regulated in cancer and, if so, how? (ii) What role do they play in cancer? (iii) Might they have biomedical applications? Analysis of large-scale gene expression datasets indicated altered levels of MAL-family transcripts in specific cancer types. A comprehensive literature search provides evidence of MAL-family gene dysregulation and protein function repurposing in cancer. For MAL, and probably for other genes of the family, dysregulation is primarily a consequence of gene methylation, although copy number alterations also contribute to varying degrees. The scrutiny of the two sources of information, datasets and published studies, reveals potential prognostic applications of MAL-family members as cancer biomarkers—for instance, MAL2 in breast cancer, MAL2 and MALL in pancreatic cancer, and MAL and MYADM in lung cancer—and other biomedical uses. The availability of validated antibodies to some MAL-family proteins sanctions their use as cancer biomarkers in routine clinical practice. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
46. Copy Number Variation in Inflammatory Breast Cancer.
- Author
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Hazra, Aditi, O'Hara, Andrea, Polyak, Kornelia, Nakhlis, Faina, Harrison, Beth T., Giordano, Antonio, Overmoyer, Beth, and Lynce, Filipa
- Subjects
- *
BREAST , *EPIDERMAL growth factor receptors , *CHROMOSOME analysis , *BREAST cancer , *CIRCULATING tumor DNA , *ESTROGEN receptors , *BASE pairs , *FALSE discovery rate - Abstract
Identification of a unique genomic biomarker in de novo inflammatory breast cancer (IBC) may provide an insight into the biology of this aggressive disease. The goal of our study was to elucidate biomarkers associated with IBC. We examined breast biopsies collected from Dana–Farber Cancer Institute patients with IBC prior to initiating preoperative systemic treatment (30 samples were examined, of which 14 were eligible). Patients without available biopsies (n = 1), with insufficient tumor epithelial cells (n = 10), or insufficient DNA yield (n = 5) were excluded from the analysis. Molecular subtype and tumor grade were abstracted from a medical records' review. Ten IBC tumors were estrogen-receptor-positive (ER+) and human epidermal growth factor receptor 2 (HER2)-negative (n = 10 out of 14). Sufficient RNA and DNA were simultaneously extracted from 14 biopsy specimens using the Qiagen AllPrep Kit. RNA was amplified using the Sensation kit and profiled using the Affymetrix Human Transcriptome Array 2.0. DNA was profiled for genome-wide copy number variation (CNV) using the Affymetrix OncoScan Array and analyzed using the Nexus Chromosome Analysis Suite. Among the 14 eligible samples, we first confirmed biological concordance and quality control metrics using replicates and gene expression data. Second, we examined CNVs and gene expression change by IBC subtype. We identified significant CNVs in IBC patients after adjusting for multiple comparisons. Next, to assess whether the CNVs were unique to IBC, we compared the IBC CNV data to fresh-frozen non-IBC CNV data from The Cancer Genome Atlas (n = 388). On chromosome 7p11.2, we identified significant CN gain located at position 58,019,983-58,025,423 in 8 ER+ IBC samples compared to 338 non-IBC ER+ samples (region length: 5440 bp gain and 69,039 bp, False Discovery Rate (FDR) p-value = 3.12 × 10−10) and at position 57,950,944–58,025,423 in 3 TN-IBC samples compared to 50 non-IBC TN samples (74,479 base pair, gain, FDR p-value = 4.27 × 10−5; near the EGFR gene). We also observed significant CN loss on chromosome 21, located at position 9,648,315–9,764,385 (p-value = 4.27 × 10−5). Secondarily, differential gene expression in IBC patients with 7p11.2 CN gain compared to SUM149 were explored after FDR correction for multiple testing (p-value = 0.0016), but the results should be interpreted with caution due to the small sample size. Finally, the data presented are hypothesis-generating. Validation of CNVs that contribute to the unique presentation and biological features associated with IBC in larger datasets may lead to the optimization of treatment strategies. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
47. Somatic Copy Number Alteration in Circulating Tumor DNA for Monitoring of Pediatric Patients with Cancer.
- Author
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Ruas, Juliana Silveira, Silva, Felipe Luz Torres, Euzébio, Mayara Ferreira, Biazon, Tássia Oliveira, Daiggi, Camila Maia Martin, Nava, Daniel, Franco, Mayra Troiani, Cardinalli, Izilda Aparecida, Cassone, Alejandro Enzo, Pereira, Luiz Henrique, Seidinger, Ana Luiza, Maschietto, Mariana, and Jotta, Patricia Yoshioka
- Subjects
CIRCULATING tumor DNA ,CHILD patients ,CHILDHOOD cancer ,CANCER patients ,PATIENT monitoring ,NEUROBLASTOMA ,LEIOMYOSARCOMA - Abstract
Pediatric tumors share few recurrent mutations and are instead characterized by copy number alterations (CNAs). The cell-free DNA (cfDNA) is a prominent source for the detection of cancer-specific biomarkers in plasma. We profiled CNAs in the tumor tissues for further evaluation of alterations in 1q, MYCN and 17p in the circulating tumor DNA (ctDNA) in the peripheral blood at diagnosis and follow-up using digital PCR. We report that among the different kinds of tumors (neuroblastoma, Wilms tumor, Ewing sarcoma, rhabdomyosarcoma, leiomyosarcoma, osteosarcoma and benign teratoma), neuroblastoma presented the greatest amount of cfDNA, in correlation with tumor volume. Considering all tumors, cfDNA levels correlated with tumor stage, metastasis at diagnosis and metastasis developed during therapy. In the tumor tissue, at least one CNA (at CRABP2, TP53, surrogate markers for 1q and 17p, respectively, and MYCN) was observed in 89% of patients. At diagnosis, CNAs levels were concordant between tumor and ctDNA in 56% of the cases, and for the remaining 44%, 91.4% of the CNAs were present only in cfDNA and 8.6% only in the tumor. Within the cfDNA, we observed that 46% and 23% of the patients had MYCN and 1q gain, respectively. The use of specific CNAs as targets for liquid biopsy in pediatric patients with cancer can improve diagnosis and should be considered for monitoring of the disease response. [ABSTRACT FROM AUTHOR]
- Published
- 2023
- Full Text
- View/download PDF
48. SCONCE2: jointly inferring single cell copy number profiles and tumor evolutionary distances
- Author
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Sandra Hui and Rasmus Nielsen
- Subjects
Copy number alterations ,Cancer genomics ,Single cell sequencing ,Tumor evolution ,Tumor phylogenies ,Computer applications to medicine. Medical informatics ,R858-859.7 ,Biology (General) ,QH301-705.5 - Abstract
Abstract Background Single cell whole genome tumor sequencing can yield novel insights into the evolutionary history of somatic copy number alterations. Existing single cell copy number calling methods do not explicitly model the shared evolutionary process of multiple cells, and generally analyze cells independently. Additionally, existing methods for estimating tumor cell phylogenies using copy number profiles are sensitive to profile estimation errors. Results We present SCONCE2, a method for jointly calling copy number alterations and estimating pairwise distances for single cell sequencing data. Using simulations, we show that SCONCE2 has higher accuracy in copy number calling and phylogeny estimation than competing methods. We apply SCONCE2 to previously published single cell sequencing data to illustrate the utility of the method. Conclusions SCONCE2 jointly estimates copy number profiles and a distance metric for inferring tumor phylogenies in single cell whole genome tumor sequencing across multiple cells, enabling deeper understandings of tumor evolution.
- Published
- 2022
- Full Text
- View/download PDF
49. Mitochondrial DNA copy number alterations: Key players in the complexity of glioblastoma (Review).
- Author
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Mohamed Yusoff, Abdul Aziz, Mohd Khair, Siti Zulaikha Nashwa, and Abd Radzak, Siti Muslihah
- Subjects
- *
MITOCHONDRIAL DNA , *NEURAL stem cells , *BRAIN tumors , *TUMOR growth , *CENTRAL nervous system - Abstract
Renowned as a highly invasive and lethal tumor derived from neural stem cells in the central nervous system, glioblastoma (GBM) exhibits substantial histopathological variation and genomic complexity, which drive its rapid progression and therapeutic resistance. Alterations in mitochondrial DNA (mtDNA) copy number (CN) serve a crucial role in GBM development and progression, affecting various aspects of tumor biology, including energy production, oxidative stress regulation and cellular adaptability. Fluctuations in mtDNA levels, whether elevated or diminished, can impair mitochondrial function, potentially disrupting oxidative phosphorylation and amplifying reactive oxygen species generation, thereby fueling tumor growth and influencing treatment responses. Understanding the mechanisms of mtDNA-CN variations, and their interplay with genetic and environmental elements in the tumor microenvironment, is essential for advancing diagnostic and therapeutic strategies. Targeting mtDNA alterations could strengthen treatment efficacy, mitigate resistance and ultimately enhance the prognosis of patients with this aggressive brain tumor. The present review summarizes the existing literature on mtDNA alterations, specifically emphasizing variations in mtDNA-CN and their association with GBM by surveying articles published between 1996 and 2024, sourced from databases such as Scopus, PubMed and Google Scholar. In addition, the review provides a brief overview of mitochondrial genome architecture, knowledge regarding the regulation of mtDNA integrity and CN, and how mitochondria significantly impact GBM tumorigenesis. This review further presents information on therapeutic approaches for restoring mtDNA-CN that contribute to optimized mitochondrial function and improved health outcomes. [ABSTRACT FROM AUTHOR]
- Published
- 2025
- Full Text
- View/download PDF
50. CONET: copy number event tree model of evolutionary tumor history for single-cell data
- Author
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Magda Markowska, Tomasz Cąkała, BłaŻej Miasojedow, Bogac Aybey, Dilafruz Juraeva, Johanna Mazur, Edith Ross, Eike Staub, and Ewa Szczurek
- Subjects
Copy number alterations ,Tumor evolution ,Single-cell sequencing ,Probabilistic model ,MCMC sampling ,Biology (General) ,QH301-705.5 ,Genetics ,QH426-470 - Abstract
Abstract Copy number alterations constitute important phenomena in tumor evolution. Whole genome single-cell sequencing gives insight into copy number profiles of individual cells, but is highly noisy. Here, we propose CONET, a probabilistic model for joint inference of the evolutionary tree on copy number events and copy number calling. CONET employs an efficient, regularized MCMC procedure to search the space of possible model structures and parameters. We introduce a range of model priors and penalties for efficient regularization. CONET reveals copy number evolution in two breast cancer samples, and outperforms other methods in tree reconstruction, breakpoint identification and copy number calling.
- Published
- 2022
- Full Text
- View/download PDF
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