4.7 Article

RNA sequencing reveals PNN and KCNQ1OT1 as predictive biomarkers of clinical outcome in stage III colorectal cancer patients treated with adjuvant chemotherapy

期刊

INTERNATIONAL JOURNAL OF CANCER
卷 145, 期 9, 页码 2580-2593

出版社

WILEY
DOI: 10.1002/ijc.32326

关键词

colorectal cancer; adjuvant chemotherapy; RNA sequencing; predictive biomarkers; PNN; KCNQ1OT

类别

向作者/读者索取更多资源

Five-year overall survival of stage III colorectal cancer (CRC) patients treated with standard adjuvant chemotherapy (ACHT) is highly variable. Genomic biomarkers and/or transcriptomic profiles identified lack of adequate validation. Aim of our study was to identify and validate molecular biomarkers predictive of ACHT response in stage III CRC patients by a transcriptomic approach. From a series of CRC patients who received ACHT, two stage III extreme cohorts (unfavorable vs. favorable prognosis) were selected. RNA-sequencing was performed from fresh frozen explants. Tumors were characterized for somatic mutations. Validation was performed in stage III CRC patients extracted from two GEO datasets. According to disease-free survival (DFS), 108 differentially expressed genes (104/4 up/downregulated in the unfavorable prognosis group) were identified. Among 104 upregulated genes, 42 belonged to olfactory signaling pathways, 62 were classified as pseudogenes (n = 17), uncharacterized noncoding RNA (n = 10), immune response genes (n = 4), microRNA (n = 1), cancer-related genes (n = 14) and cancer-unrelated genes (n = 16). Three out of four down-regulated genes were cancer-related. Mutational status (i.e., RAS, BRAF, PIK3CA) did not differ among the cohorts. In the validation cohort, multivariate analysis showed high PNN and KCNQ1OT1 expression predictive of shorter DFS in ACHT treated patients (p = 0.018 and p = 0.014, respectively); no difference was observed in untreated patients. This is the first study that identifies by a transcriptomic approach and validates PNN and KCNQ1OT1 as molecular biomarkers predictive of chemotherapy response in stage III CRC patients. After a further validation in an independent cohort, PNN and KCNQ1OT1 evaluation could be proposed to prospectively identify stage III CRC patients benefiting from ACHT.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.7
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

Article Biochemistry & Molecular Biology

Nanopore sequencing from liquid biopsy: analysis of copy number variations from cell-free DNA of lung cancer patients

Filippo Martignano, Uday Munagala, Stefania Crucitta, Alessandra Mingrino, Roberto Semeraro, Marzia Del Re, Iacopo Petrini, Alberto Magi, Silvestro G. Conticello

Summary: Liquid biopsy, particularly analyzing cell-free DNA, is crucial in precision oncology. Nanopore sequencing provides a cost-effective and rapid alternative for detecting copy number variations in plasma DNA, making it accessible for both research and clinical purposes.

MOLECULAR CANCER (2021)

Article Genetics & Heredity

Evaluation of Germline Structural Variant Calling Methods for Nanopore Sequencing Data

Davide Bolognini, Alberto Magi

Summary: This research evaluates the performance of five long-read SV callers across four long-read aligners using both real and synthetic nanopore datasets. It focuses on the effects of read alignment, sequencing coverage, and variant allele depth on the detection and genotyping of SVs of different types and size ranges. Insights into precision and recall of SV callsets generated by integrating various long-read aligners and SV callers are provided.

FRONTIERS IN GENETICS (2021)

Article Pathology

Third-Generation Cytogenetic Analysis Diagnostic Application of Long-Read Sequencing

Pamela Magini, Alessandra Mingrino, Barbara Gega, Gianluca Mattei, Roberto Semeraro, Davide Bolognini, Patrizia Mongelli, Laura Desiderio, Maria Carla Pittalis, Tommaso Pippucci, Alberto Magi

Summary: Copy number variants (CNVs) play important roles in genetic syndromes. Traditional and molecular karyotyping are time-consuming diagnostic tests. Nanopore sequencing offers a faster alternative with the same resolution for detecting CNVs.

JOURNAL OF MOLECULAR DIAGNOSTICS (2022)

Article Biochemistry & Molecular Biology

Bridging between Mouse and Human Enhancer-Promoter Long-Range Interactions in Neural Stem Cells, to Understand Enhancer Function in Neurodevelopmental Disease

Romina D'Aurizio, Orazio Catona, Mattia Pitasi, Yang Eric Li, Bing Ren, Silvia Kirsten Nicolis

Summary: Non-coding variation in complex human disease has been confirmed to be important, especially variations in regulatory elements that affect the expression of disease-related genes. Enhancers connect to their target gene promoters through long-range physical interactions, and human regions syntenic with mouse DNA regions involved in these interactions have been identified. These findings provide a valuable resource for further exploration of neural diseases.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2022)

Article Cell Biology

Differentiation of crescent-forming kidney progenitor cells into podocytes attenuates severe glomerulonephritis in mice

Maria Elena Melica, Giulia Antonelli, Roberto Semeraro, Maria Lucia Angelotti, Gianmarco Lugli, Samuela Landini, Fiammetta Ravaglia, Gilda La Regina, Carolina Conte, Letizia De Chiara, Anna Julie Peired, Benedetta Mazzinghi, Marta Donati, Alice Molli, Stefanie Steiger, Alberto Magi, Niccolo Bartalucci, Valentina Raglianti, Francesco Guzzi, Laura Maggi, Francesco Annunziato, Alexa Burger, Elena Lazzeri, Hans-Joachim Anders, Laura Lasagni, Paola Romagnani

Summary: Crescentic glomerulonephritis is a disease characterized by vascular necrosis and hyperplasia of epithelial cells, resulting in the formation of crescents. Little is known about the molecular mechanisms driving this process. Research on mouse models showed that crescents are derived from the clonal expansion of immature parietal epithelial cells. Treatment with panobinostat, a histone deacetylase inhibitor, attenuated crescentic glomerulonephritis and restored kidney function by inducing differentiation of immature hyperplastic parietal epithelial cells into podocytes.

SCIENCE TRANSLATIONAL MEDICINE (2022)

Article Multidisciplinary Sciences

Tubular cell polyploidy protects from lethal acute kidney injury but promotes consequent chronic kidney disease

Letizia De Chiara, Carolina Conte, Roberto Semeraro, Paula Diaz-Bulnes, Maria Lucia Angelotti, Benedetta Mazzinghi, Alice Molli, Giulia Antonelli, Samuela Landini, Maria Elena Melica, Anna Julie Peired, Laura Maggi, Marta Donati, Gilda La Regina, Marco Allinovi, Fiammetta Ravaglia, Daniele Guasti, Daniele Bani, Luigi Cirillo, Francesca Becherucci, Francesco Guzzi, Alberto Magi, Francesco Annunziato, Laura Lasagni, Hans-Joachim Anders, Elena Lazzeri, Paola Romagnani

Summary: In this study, the distribution of polyploid tubular cells (TC) during acute kidney injury (AKI) was characterized using DNA content analysis and single cell RNA-sequencing. It was found that YAP1-driven TC polyploidization outside the site of injury is a mechanism to sustain residual kidney function during early AKI. However, polyploid TC senescence promotes interstitial fibrosis and CKD in AKI survivors. Targeting TC polyploidization after the early AKI phase prevents AKI-CKD transition without affecting AKI lethality. Senolytic treatment blocks repeated TC polyploidization cycles and prevents CKD.

NATURE COMMUNICATIONS (2022)

Review Genetics & Heredity

From multitude to singularity: An up-to-date overview of scRNA-seq data generation and analysis

Giulia Carangelo, Alberto Magi, Roberto Semeraro

Summary: Single cell RNA sequencing (scRNA-seq) is a common and powerful technology in biomedical research, allowing for the analysis of the entire transcriptome of individual cells and revealing the heterogeneity of complex clinical samples. With advancements in technology and computation, scRNA-seq has become an important tool in biomedical research.

FRONTIERS IN GENETICS (2022)

Review Oncology

Artificial Intelligence Predictive Models of Response to Cytotoxic Chemotherapy Alone or Combined to Targeted Therapy for Metastatic Colorectal Cancer Patients: A Systematic Review and Meta-Analysis

Valentina Russo, Eleonora Lallo, Armelle Munnia, Miriana Spedicato, Luca Messerini, Romina D'Aurizio, Elia Giuseppe Ceroni, Giulia Brunelli, Antonio Galvano, Antonio Russo, Ida Landini, Stefania Nobili, Marcello Ceppi, Marco Bruzzone, Fabio Cianchi, Fabio Staderini, Mario Roselli, Silvia Riondino, Patrizia Ferroni, Fiorella Guadagni, Enrico Mini, Marco Peluso

Summary: Metastatic colorectal cancer (mCRC) has a high incidence and mortality rate. Innovative biomarkers have been developed for predicting treatment response. By analyzing specific narrative publications, this study examines the ability of learning methods to build predictive models for mCRC patients, either for chemotherapy alone or combined with targeted therapy. The results show promising outcomes in predicting treatment response or toxic side-effects. Radiomics and molecular biomarkers are able to accurately identify responders and non-responders in the majority of patients.

CANCERS (2022)

Article Biochemistry & Molecular Biology

Hooked Up from a Distance: Charting Genome-Wide Long-Range Interaction Maps in Neural Cells Chromatin to Identify Novel Candidate Genes for Neurodevelopmental Disorders

Sara Mercurio, Giorgia Pozzolini, Roberta Baldi, Sara E. Barila, Mattia Pitasi, Orazio Catona, Romina D'Aurizio, Silvia K. Nicolis

Summary: New sequencing technologies have revealed the regulatory roles of DNA sequence variants in neurodevelopmental disorders. By generating genome-wide long-range interaction maps, it is possible to identify enhancer-gene connections that are far from the nearest promoter and associate these with DNA sequence variants linked to NDD. This approach not only confirms known disease-causing genes, but also identifies new candidate genes that were previously unknown.

INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES (2023)

Article Biotechnology & Applied Microbiology

β3-adrenergic receptor on tumor-infiltrating lymphocytes sustains IFN-γ-dependent PD-L1 expression and impairs anti-tumor immunity in neuroblastoma

Gennaro Bruno, Nicoletta Nastasi, Angela Subbiani, Alessia Boaretto, Sara Ciullini Mannurita, Gianluca Mattei, Patrizia Nardini, Chiara Della Bella, Alberto Magi, Alessandro Pini, Emanuela De Marco, Annalisa Tondo, Claudio Favre, Maura Calvani

Summary: Neuroblastoma is a heterogeneous extracranial tumor that occurs in childhood and has the ability to secrete catecholamines. In a murine model of neuroblastoma, modulation of the beta 3-adrenergic receptor resulted in reactivation of the immune response against the tumor. This modulation affected the PD-1/PD-L1 signaling axis and immune-related pathways.

CANCER GENE THERAPY (2023)

Article Biology

High-resolution Nanopore methylome-maps reveal random hyper-methylation at CpG-poor regions as driver of chemoresistance in leukemias

Alberto Magi, Gianluca Mattei, Alessandra Mingrino, Chiara Caprioli, Chiara Ronchini, GianMaria Frige, Roberto Semeraro, Davide Bolognini, Alessandro Rambaldi, Anna Candoni, Emanuela Colombo, Luca Mazzarella, Pier Giuseppe Pelicci

Summary: DNA methylation patterns in sparse CpG regions drive chemoresistance in Acute Myeloid Leukemia patients.

COMMUNICATIONS BIOLOGY (2023)

Article Psychiatry

Heterozygosity for neuronal ceroid lipofuscinosis predisposes to bipolar disorder

Flavia Privitera, Maria A. Trusso, Floriana Valentino, Gabriella Doddato, Chiara Fallerini, Giulia Brunelli, Romina D'Aurizio, Simone Furini, Arianna Goracci, Andrea Fagiolini, Francesca Mari, Alessandra Renieri, Francesca Ariani

Summary: This study focuses on a large family with 12 members affected by bipolar disorder. Through whole-exome sequencing, certain genes, including CLN6 and ZNF92, were identified as having variations associated with the disorder. The findings suggest that heterozygous carriers of CLN6 may develop bipolar disorder later in life if combined with additional variants in ZNF92.

BRAZILIAN JOURNAL OF PSYCHIATRY (2023)

Meeting Abstract Immunology

PD-1 defines subsets of CD4+ and CD8+ T cells driving chronic inflammation in juvenile idiopathic arthritis

A. Vanni, A. Mazzoni, R. Semeraro, M. Capone, P. Maschmeyer, G. Lamacchia, L. Salvati, A. Carnasciali, P. Farahvachi, T. Giani, G. Simonini, G. Filocamo, M. Romano, F. Liotta, M-F Mashreghi, L. Cosmi, R. Cimaz, A. Magi, L. Maggi, F. Annunziato

EUROPEAN JOURNAL OF IMMUNOLOGY (2022)

Meeting Abstract Biochemistry & Molecular Biology

Molecular karyotyping with Nanopore sequencing

Pamela Magini, Alessandra Mingrino, Barbara Gega, Davide Bolognini, Gianluca Mattei, Roberto Semeraro, Patrizia Mongelli, Laura Desiderio, Maria C. Pittalis, Tommaso Pippucci, Alberto Magi

EUROPEAN JOURNAL OF HUMAN GENETICS (2022)

Meeting Abstract Biochemistry & Molecular Biology

Whole genome sequencing in neurodegenerative diseases: novel variants using different bioinformatics tools

Roberta Croce, Lucia Corrado, Nadia Barizzone, Alice Di Pierro, Loredana Marialuisa Genovese, Filippo Geraci, Eleonora Mangano, Romina D'Aurizio, Roberta Bordoni, Davide Cora, Francesco Favero, Miriam Zuccala, Cristoforo Comi, Fabiola De Marchi, Luca Magistrelli, Giovanni Manzini, Gianluca De Bellis, Alfredo Brusco, Marco Severgnini, Marco Pellegrini, Letizia Mazzini, Sandra D'Alfonso

EUROPEAN JOURNAL OF HUMAN GENETICS (2022)

Article Oncology

Anal cancer screening results from 18-to-34-year-old men who have sex with men living with HIV

Yuxin Liu, Swati Bhardwaj, Keith Sigel, John Winters, Joseph Terlizzi, Michael M. Gaisa

Summary: This study investigated the prevalence and severity of anal HPV disease among MSM LWH under the age of 35, finding a high prevalence of HPV infection and precancer but no cases of invasive anal cancer. This supports the adoption of age-based anal cancer screening for this population.

INTERNATIONAL JOURNAL OF CANCER (2024)