Biology subjects

Abad, A.

Publications and source records attributed to Abad, A..

7 recordsLinked to original sources

bioRxiv2024

Uncovering functional lncRNAs by scRNA-seq with ELATUS

Long non-coding RNAs (lncRNAs) play fundamental roles in cellular processes and pathologies, regulating gene expression at multiple levels. Despite being highly cell type-specific, their study at single-cell (sc) level has been challenging due to their less accurate annotation and low expression compared to protein-coding genes. To identify the important, albeit widely overlooked, specific lncRNAs from scRNA-seq data, here, we develop a computational framework, ELATUS, based on the pseudoaligner Kallisto that enhances the detection of functional lncRNAs previously undetected and exhibits higher concordance with the ATAC-seq profiles in single-cell multiome data. Importantly, we then independently confirmed the expression patterns of cell type-specific lncRNAs exclusively detected with ELATUS and unveiled biologically important lncRNAs, such as AL121895.1, a previously undocumented cis-repressor lncRNA, whose role in breast cancer progression was unnoticed by traditional methodologies. Our results emphasize the necessity for an alternative scRNA-seq workflow tailored to lncRNAs that sheds light on the multifaceted roles of lncRNAs.

bioinformatics↗

bioRxiv2023

Mapping responses to focal injections of bicuculline in the lateral parafacial region identifies core regions for maximal generation of active expiration

The lateral parafacial area (pFL) is a crucial region involved in respiratory control, particularly in generating active expiration through an expiratory oscillatory network. Active expiration involves rhythmic abdominal (ABD) muscle contractions during late- expiration, increasing ventilation during elevated respiratory demands. The precise anatomical location of the expiratory oscillator within the ventral medullas rostro-caudal axis is debated. While some studies point to the caudal tip of the facial nucleus (VIIc) as the oscillators core, others suggest more rostral areas. Our study employed bicuculline (a GABA-A receptor antagonist) injections at various pFL sites (-0.2 to +0.8mm from VIIc) to investigate the impact of GABAergic disinhibition on respiration. These injections consistently elicited ABD recruitment, but the response strength varied along the rostro-caudal zone. Remarkably, the most robust and enduring changes in tidal volume, minute ventilation and combined respiratory responses occurred at more rostral pFL locations (+0.6/+0.8 mm from VIIc). Multivariate analysis of the respiratory cycle further differentiated between locations, revealing the core site for active expiration generation with this experimental approach. Our study advances our understanding of neural mechanisms governing active expiration and emphasizes the significance of investigating the rostral pFL region.

neuroscience↗

bioRxiv2022

A transcriptional program shared across lineages underlies cell differentiation during metazoan development

BackgroundDuring development, most cells undergo striking changes in order to develop into functional tissues. All along this process, the identity of each tissue arises from the particular combination of regulatory transcription factors that specifically control the expression of relevant genes for growth, pattern formation and differentiation. In this scenario, regulation of gene expression turns out to be essential to determine cell fate and tissue specificity. ResultsTo characterize the dynamic transcriptional profiles during cellular differentiation, we tracked down the transcriptome of committed cells in different Drosophila melanogaster tissues and compartments at a number of developmental stages. We found that during fly development, temporal transcriptional changes shared across lineages are much larger than spatial lineage-specific transcriptional changes, and that cellular differentiation is dominated by a transcriptional program, common to multiple lineages, that governs the transition from undifferentiated to fully differentiated cells independently from the differentiation end point. The program is under weak epigenetic regulation, and it is characterized by downregulation of genes associated with cell cycle, and concomitant activation of genes involved in oxidative metabolism. Largely orthogonal to this program, tissue specific transcriptional programs, defined by a comparatively small number of genes are responsible for lineage specification. Transcriptome comparisons with worm, mouse and human, reveal that this transcriptional differentiation program is broadly conserved within metazoans. ConclusionsOur data provides a novel perspective to metazoan development, and strongly suggest a model, in which the main transcriptional drive during cell type and tissue differentiation is the transition from precursor undifferentiated to terminally differentiated cells, irrespective of cell type.

genomics↗

bioRxiv2021

Alu-mediated weak CEBPA binding and slow B cell transdifferentiation in human

Many developmental and differentiation processes take substantially longer in human than in mouse. To investigate the molecular mechanisms underlying this phenomenon, here we have specifically focused on the transdifferentiation from B cells to macrophages. The process is triggered by exactly the same molecular mechanism -- the induction by the transcription factor (TF) CEBPA -- but takes three days in mouse and seven in human (1, 2). In mouse, the speed of this process is known to be associated with Myc expression (3). We found that in this species, CEBPA binds strongly to the Myc promoter, efficiently down-regulating Myc. In human, in contrast, CEBPA does not bind this promoter, and MYC is indirectly and more slowly down-regulated. Attenuation of CEBPA binding is not specific to the MYC promoter, but a general trait of the human genome across multiple biological conditions. We traced back weak CEBPA binding to the primate-specific Alu repeat expansion. Many Alu repeats carry strong CEBPA binding motifs, which sequester CEBPA, and attenuate CEBPA binding genome-wide. We observed similar CEBPA and MYC dynamics in natural processes regulated by CEBPA, suggesting that CEBPA attenuation could underlie the longer duration in human processes controlled by this factor. Our work highlights the highly complex mode in which biological information is encoded in genome sequences, evolutionarily connecting, in an unexpected way, lineage-specific transposable element expansions to species-specific changes in developmental tempos.

bioinformatics↗

bioRxiv2020

Dynamics of gene expression and chromatin marking during cell state transition

We have monitored the transcriptomic and epigenomic status of cells at twelve time-points during the transdifferentiation of human pre-B cells into macrophages. Using this data, we have investigated some fundamental questions regarding the role of chromatin in gene expression. We have found that, over time, genes are characterized by a limited number of chromatin states (combinations of histone modifications), and that, consistently, chromatin changes over genes tend to occur in a coordinated manner. We have observed strong association between these changes and gene expression only at the time of initial gene activation. Activation is preceded by H3K4me1 and H3K4me2, and followed in a precise order by most other histone modifications. Further changes in gene expression, comparable or even stronger than those at initial activation, occur without associated changes in histone modifications. The data generated here constitutes, thus, a unique resource to investigate transcriptomic and epigenomic dynamics during a differentiation process.

genomics↗

bioRxiv2019

bsAS, an antisense long non-coding RNA, controls cell fate through regulation of blistered/DSRF isoform expression

SummaryNatural Antisense Transcripts (NATs) are long non-coding RNAs (lncRNAs) that overlap coding genes in the opposite strand. NATs roles have been related to gene regulation through different mechanisms, including post-transcriptional RNA processing. With the aim to identify NATs with potential regulatory function during fly development, we generated RNA-Seq data in eye-antenna, leg, and wing at third instar larvae. Among the candidate NATs, we found bsAS, antisense to bs/DSRF, a gene involved in wing development and neural processes. Through the analysis of the RNA-Seq data, we found that these two different functions are carried out by the two different protein isoforms encoded in the bs gene. We also found that the usage of these isoforms is regulated by bsAS. This regulation is essential for the correct determination of cell fate during Drosophila development, as bsAS knockouts show highly aberrant phenotypes. bs regulation by bsAS is mediated by the specific physical interaction of the bsAS promoter with the promoters of bs, and it likely involves a mechanism, where expression of bsAS leads to the collision of RNA polymerases acting in opposite directions, preventing the elongation of the longer isoforms of bs, the ones carrying the neural related functions. Evolutionary analysis suggests that the bsAS NAT emerged simultaneously to the long-short isoform structure of bs, preceding the emergence of wings in insects, and maybe related to regulation of neural differentiation.

molecular biology↗

bioRxiv2018

Recapitulation of human germline coding variation in an ultra-mutated infant leukemia

BackgroundMixed lineage leukemia/Histone-lysine N-methyltransferase 2A gene rearrangements occur in 80% of infant acute lymphoblastic leukemia, but the role of cooperating events is unknown. While infant leukemias typically carry few somatic lesions, we identified a case with over 100 somatic point mutations per megabase and here report unique genomic-features of this case.\n\nResultsThe patient presented at 82 days of age, one of the earliest manifestations of cancer hypermutation recorded. The transcriptional profile showed global similarities to canonical cases. Coding lesions were predominantly clonal and almost entirely targeting alleles reported in human genetic variation databases with a notable exception in the mismatch repair gene, MSH2. There were no rare germline alleles or somatic mutations affecting proof-reading polymerase genes POLE or POLD1, however there was a predicted damaging mutation in the error prone replicative polymerase, POLK. The patients diagnostic leukemia transcriptome was depleted of rare and low-frequency germline alleles due to loss-of-heterozygosity, while somatic point mutations targeted low-frequency and common human alleles in proportions that offset this discrepancy. Somatic signatures of ultra-mutations were highly correlated with germline single nucleotide polymorphic sites indicating a common role for 5-methylcytosine deamination, DNA mismatch repair and DNA adducts.\n\nConclusionsThese data suggest similar molecular processes shaping population-scale human genome variation also underlies the rapid evolution of an infant ultra-mutated leukemia.

cancer biology↗