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"Mutarelli, M."
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VarGenius executes cohort-level DNA-seq variant calling and annotation and allows to manage the resulting data through a PostgreSQL database
2018
Background
Targeted resequencing has become the most used and cost-effective approach for identifying causative mutations of Mendelian diseases both for diagnostics and research purposes. Due to very rapid technological progress, NGS laboratories are expanding their capabilities to address the increasing number of analyses. Several open source tools are available to build a generic variant calling pipeline, but a tool able to simultaneously execute multiple analyses, organize, and categorize the samples is still missing.
Results
Here we describe VarGenius, a Linux based command line software able to execute customizable pipelines for the analysis of multiple targeted resequencing data using parallel computing. VarGenius provides a database to store the output of the analysis (calling quality statistics, variant annotations, internal allelic variant frequencies) and sample information (personal data, genotypes, phenotypes). VarGenius can also perform the “joint analysis” of hundreds of samples with a single command, drastically reducing the time for the configuration and execution of the analysis.
VarGenius executes the standard pipeline of the Genome Analysis Tool-Kit (GATK) best practices (GBP) for germinal variant calling, annotates the variants using Annovar, and generates a user-friendly output displaying the results through a web page.
VarGenius has been tested on a parallel computing cluster with 52 machines with 120GB of RAM each. Under this configuration, a 50 M whole exome sequencing (WES) analysis for a family was executed in about 7 h (trio or quartet); a joint analysis of 30 WES in about 24 h and the parallel analysis of 34 single samples from a 1 M panel in about 2 h.
Conclusions
We developed VarGenius, a “master” tool that faces the increasing demand of heterogeneous NGS analyses and allows maximum flexibility for downstream analyses. It paves the way to a different kind of analysis, centered on cohorts rather than on singleton. Patient and variant information are stored into the database and any output file can be accessed programmatically. VarGenius can be used for routine analyses by biomedical researchers with basic Linux skills providing additional flexibility for computational biologists to develop their own algorithms for the comparison and analysis of data.
The software is freely available at:
https://github.com/frankMusacchia/VarGenius
Journal Article
PML-RARA-associated cooperating mutations belong to a transcriptional network that is deregulated in myeloid leukemias
2017
It has been shown that individual acute myeloid leukemia (AML) patients are characterized by one of few initiating DNA mutations and 5–10 cooperating mutations not yet defined among hundreds identified by massive sequencing of AML genomes. We report an
in vivo
insertional-mutagenesis screen for genes cooperating with one AML initiating mutations (PML-RARA, oncogene of acute promyelocytic leukemia, APL), which allowed identification of hundreds of genetic cooperators. The cooperators are mutated at low frequency in APL or AML patients but are always abnormally expressed in a cohort of 182 APLs and AMLs analyzed. These deregulations appear non-randomly distributed and present in all samples, regardless of their associated genomic mutations. Reverse-engineering approaches showed that these cooperators belong to a single transcriptional gene network, enriched in genes mutated in AMLs, where perturbation of single genes modifies expression of others. Their gene-ontology analysis showed enrichment of genes directly involved in cell proliferation control. Therefore, the pool of PML-RARA cooperating mutations appears large and heterogeneous, but functionally equivalent and deregulated in the majority of APLs and AMLs. Our data suggest that the high heterogeneity of DNA mutations in APLs and AMLs can be reduced to patterns of gene expression deregulation of a single ‘mutated’ gene network.
Journal Article
Myopalladin promotes muscle growth through modulation of the serum response factor pathway
2020
Background Myopalladin (MYPN) is a striated muscle‐specific, immunoglobulin‐containing protein located in the Z‐line and I‐band of the sarcomere as well as the nucleus. Heterozygous MYPN gene mutations are associated with hypertrophic, dilated, and restrictive cardiomyopathy, and homozygous loss‐of‐function truncating mutations have recently been identified in patients with cap myopathy, nemaline myopathy, and congenital myopathy with hanging big toe. Methods Constitutive MYPN knockout (MKO) mice were generated, and the role of MYPN in skeletal muscle was studied through molecular, cellular, biochemical, structural, biomechanical, and physiological studies in vivo and in vitro. Results MKO mice were 13% smaller compared with wild‐type controls and exhibited a 48% reduction in myofibre cross‐sectional area (CSA) and significantly increased fibre number. Similarly, reduced myotube width was observed in MKO primary myoblast cultures. Biomechanical studies showed reduced isometric force and power output in MKO mice as a result of the reduced CSA, whereas the force developed by each myosin molecular motor was unaffected. While the performance by treadmill running was similar in MKO and wild‐type mice, MKO mice showed progressively decreased exercise capability, Z‐line damage, and signs of muscle regeneration following consecutive days of downhill running. Additionally, MKO muscle exhibited progressive Z‐line widening starting from 8 months of age. RNA‐sequencing analysis revealed down‐regulation of serum response factor (SRF)‐target genes in muscles from postnatal MKO mice, important for muscle growth and differentiation. The SRF pathway is regulated by actin dynamics as binding of globular actin to the SRF‐cofactor myocardin‐related transcription factor A (MRTF‐A) prevents its translocation to the nucleus where it binds and activates SRF. MYPN was found to bind and bundle filamentous actin as well as interact with MRTF‐A. In particular, while MYPN reduced actin polymerization, it strongly inhibited actin depolymerization and consequently increased MRTF‐A‐mediated activation of SRF signalling in myogenic cells. Reduced myotube width in MKO primary myoblast cultures was rescued by transduction with constitutive active SRF, demonstrating that MYPN promotes skeletal muscle growth through activation of the SRF pathway. Conclusions Myopalladin plays a critical role in the control of skeletal muscle growth through its effect on actin dynamics and consequently the SRF pathway. In addition, MYPN is important for the maintenance of Z‐line integrity during exercise and aging. These results suggest that muscle weakness in patients with biallelic MYPN mutations may be associated with reduced myofibre CSA and SRF signalling and that the disease phenotype may be aggravated by exercise.
Journal Article
Altered PTPRD DNA Methylation Associates with Restricted Adipogenesis in Healthy First-Degree Relatives of Type 2 Diabetes Subjects
by
Carissimo, Annamaria
,
Spinelli, Rosa
,
Mirra, Paola
in
adipose tissue
,
differentiation
,
DNA methylation
2020
First-degree relatives (FDR) of individuals with Type 2 diabetes (T2D) feature restricted adipogenesis, which render them more vulnerable to T2D. Epigenetics may contribute to these abnormalities.
FDR pre-adipocyte
and Transcriptome were investigated by MeDIP- and RNA-Seq, respectively.
analysis revealed 2841 differentially methylated regions (DMR) in FDR. Most DMR localized into gene-body and were hypomethylated. The strongest hypomethylation signal was identified in an intronic-DMR at the
gene.
hypomethylation in FDR was confirmed by bisulphite sequencing and was responsible for its upregulation. Interestingly,
-overexpression in 3T3-L1 pre-adipocytes inhibited adipogenesis. Notably, the validated
-associated DMR was significantly hypomethylated in peripheral blood leukocytes from the same FDR individuals. Finally,
methylation pattern was also replicated in obese individuals.
Our findings indicated a previously unrecognized role of
in restraining adipogenesis. This abnormality may contribute to increase FDR proclivity toward T2D.
Journal Article
Retinal dystrophy in an individual carrying a de novo missense variant of SMARCA4
by
Brunetti‐Pierri, Raffaella
,
Brunetti‐Pierri, Nicola
,
Nigro, Vincenzo
in
Abnormalities
,
Abnormalities, Multiple - genetics
,
Abnormalities, Multiple - pathology
2019
Background Coffin–Siris syndrome (CSS) is characterized by intellectual disability, dysmorphic facial features, growth deficiency, microcephaly, and abnormalities of the fifth fingers/toes. CSS is caused by mutations in several genes of the BRG1‐associated factor pathway including SMARCA4. Methods Whole‐exome sequencing was performed on a 14‐year‐old female individual who presented with mild intellectual disability and dysmorphic features, tooth abnormalities, and short stature. She had brachydactyly but no aplasia or hypoplasia of the distal phalanx or nail of the fifth digit. She was also found to have retinal dystrophy that has not been previously reported in CSS. Results The individual presented herein was found to harbor a previously unreported de novo variant in SMARCA4. Conclusion This case expands the phenotypic spectrum of CSS manifestations. We report an individual harboring a previously unreported de novo variant in SMARCA4, who presented with mild dysmorphic features and retinopathy, which expand the phenotypic spectrum of Coffin‐Siris syndrome manifestations.
Journal Article
Global analysis of estrogen receptor beta binding to breast cancer cell genome reveals an extensive interplay with estrogen receptor alpha for target gene regulation
by
Ravo, Maria
,
Schroth, Gary P
,
Giurato, Giorgio
in
Animal Genetics and Genomics
,
Binding Sites - genetics
,
Biomedical and Life Sciences
2011
Background
Estrogen receptors alpha (ERα) and beta (ERβ) are transcription factors (TFs) that mediate estrogen signaling and define the hormone-responsive phenotype of breast cancer (BC). The two receptors can be found co-expressed and play specific, often opposite, roles, with ERβ being able to modulate the effects of ERα on gene transcription and cell proliferation. ERβ is frequently lost in BC, where its presence generally correlates with a better prognosis of the disease. The identification of the genomic targets of ERβ in hormone-responsive BC cells is thus a critical step to elucidate the roles of this receptor in estrogen signaling and tumor cell biology.
Results
Expression of full-length ERβ in hormone-responsive, ERα-positive MCF-7 cells resulted in a marked reduction in cell proliferation in response to estrogen and marked effects on the cell transcriptome. By ChIP-Seq we identified 9702 ERβ and 6024 ERα binding sites in estrogen-stimulated cells, comprising sites occupied by either ERβ, ERα or both ER subtypes. A search for TF binding matrices revealed that the majority of the binding sites identified comprise one or more Estrogen Response Element and the remaining show binding matrixes for other TFs known to mediate ER interaction with chromatin by tethering, including AP2, E2F and SP1. Of 921 genes differentially regulated by estrogen in ERβ+
vs
ERβ- cells, 424 showed one or more ERβ site within 10 kb. These putative primary ERβ target genes control cell proliferation, death, differentiation, motility and adhesion, signal transduction and transcription, key cellular processes that might explain the biological and clinical phenotype of tumors expressing this ER subtype. ERβ binding in close proximity of several miRNA genes and in the mitochondrial genome, suggests the possible involvement of this receptor in small non-coding RNA biogenesis and mitochondrial genome functions.
Conclusions
Results indicate that the vast majority of the genomic targets of ERβ can bind also ERα, suggesting that the overall action of ERβ on the genome of hormone-responsive BC cells depends mainly on the relative concentration of both ERs in the cell.
Journal Article
Efficacy of anti-amyloid-ß monoclonal antibody therapy in early Alzheimer’s disease: a systematic review and meta-analysis
by
Romeiro, Pedro H. C. L
,
Caramelli, Paulo
,
Dantas, Julyana M
in
Alzheimer's disease
,
Clinical trials
,
Dementia
2024
BackgroundStudies targeting amyloid-ß in patients with Alzheimer’s disease (AD) have conflicting results and early initiation of therapy may yield better outcomes.MethodsWe systematically searched PubMed, Embase, Cochrane Library, and Clinicaltrials.gov for randomized trials comparing monoclonal antibodies (mAbs) with placebo in MCI or mild dementia due to AD.ResultsNineteen studies comprising 15,275 patients were included. In patients with early AD, mAbs reduced the rate of decline, in both the Clinical Dementia Rating Scale, the sum of boxes (CDR-SB; MD −0.30; 95% CI −0.42,−0.19; p < 0.01), and the Alzheimer’s Disease Assessment Scale, cognitive subscore (ADAS-cog; SMD −0.80; 95% CI −10.25,−0.35; p < 0.01). The results were similar between clinical stages for CDR-SB (MCI, MD −0.19; 95% CI −0.35,−0.03; p = 0.02; mild dementia, MD −0.45; 95% CI −0.65,−0.25; p < 0.01; subgroup differences, p = 0.13), as well as for ADAS-Cog (MCI, SMD −0.83; 95% CI −1.49,−0.17; p = 0.01; mild dementia, SMD −0.69; 95% CI −1.32 to −0.05; p = 0.03; subgroup differences, p = 0.47). The risk of amyloid-related imaging abnormalities (ARIA) was significantly higher in patients taking mAbs, including ARIA-edema (RR 7.7; 95% CI 4.60 to 13.00; p < 0.01), ARIA-hemorrhage (RR 1.8; 95% CI 1.22 to 2.59; p < 0.01), and symptomatic or serious ARIA (RR 14.1; 95% CI 7.30 to 27.14; p < 0.01).ConclusionAnti-amyloid-ß mAbs attenuate cognitive and functional decline compared with placebo in early AD; whether the magnitude of this effect is clinically important remains uncertain, especially relative to the safety profile of these medications. Starting immunotherapy in patients with MCI was not significantly different than starting in the mild dementia stage.PROSPERO registryCRD42023430698
Journal Article
Phrenic paresis and respiratory insufficiency associated with cervical spondylotic myelopathy
by
Concei o Souza, G. E.
,
Taricco, M. A.
,
Fregni, F.
in
Cervical Vertebrae - pathology
,
Cervical Vertebrae - surgery
,
Humans
2004
Cervical spondylotic myelopathy is a common disease caused by chronic segmental compression of the spinal cord. Despite the fact that the columns of the nuclei of the phrenic nerve are located between the 3rd and 5th cervical nerve segments, phrenic nerve paresis is not usually clinically significant. We present one case of cervical spondylotic myelopathy with bilateral phrenic paresis in whom magnetic resonance imaging and surgical findings confirmed intrinsic cord disease as being the cause of this syndrome. This case report suggests that one pathophysiology of clinical phrenic nerve paresis may be segmental damage to the anterior horns caused by cervical spondylosis.
Journal Article