Pub Date : 2025-03-13DOI: 10.1186/s12915-025-02183-1
Jerome Jatzlau, Sophie-Nhi Do, Rebeca A Mees, Paul-Lennard Mendez, Rameez Jabeer Khan, Lukas Maas, Lidia Ruiz, Pau Martin-Malpartida, Maria J Macias, Petra Knaus
Background: Receptor-activated SMADs trimerize with SMAD4 to regulate context-dependent target gene expression. However, the presence of a single SMAD1/5/8 binding motif in cis-regulatory elements alone does not trigger transcription in native contexts. We hypothesize that binding to composite motifs in which at least two SMAD binding sites are in close proximity would be enough to induce transcription as this scenario allows the simultaneous interaction of at least two SMAD proteins, thereby increasing specificity and affinity.
Results: Using more than 65 distinct firefly luciferase constructs, we delineated the minimal requirements for BMP-induced gene activation. We propose a model in which two SMAD-MH1 domains bind a SMAD-composite motif in a back-to-back fashion with a 5-bp distance between the SMAD-motifs on opposing DNA strands. However screening of SMAD1-bound regions across a variety of cell types highlights that these composite motifs are extremely uncommon, explaining below 1% of SMAD1 binding events.
Conclusions: Deviations from these minimal requirements prevent transcription and underline the need for co-transcription factors to achieve gene activation.
{"title":"Rare but specific: 5-bp composite motifs define SMAD binding in BMP signaling.","authors":"Jerome Jatzlau, Sophie-Nhi Do, Rebeca A Mees, Paul-Lennard Mendez, Rameez Jabeer Khan, Lukas Maas, Lidia Ruiz, Pau Martin-Malpartida, Maria J Macias, Petra Knaus","doi":"10.1186/s12915-025-02183-1","DOIUrl":"10.1186/s12915-025-02183-1","url":null,"abstract":"<p><strong>Background: </strong>Receptor-activated SMADs trimerize with SMAD4 to regulate context-dependent target gene expression. However, the presence of a single SMAD1/5/8 binding motif in cis-regulatory elements alone does not trigger transcription in native contexts. We hypothesize that binding to composite motifs in which at least two SMAD binding sites are in close proximity would be enough to induce transcription as this scenario allows the simultaneous interaction of at least two SMAD proteins, thereby increasing specificity and affinity.</p><p><strong>Results: </strong>Using more than 65 distinct firefly luciferase constructs, we delineated the minimal requirements for BMP-induced gene activation. We propose a model in which two SMAD-MH1 domains bind a SMAD-composite motif in a back-to-back fashion with a 5-bp distance between the SMAD-motifs on opposing DNA strands. However screening of SMAD1-bound regions across a variety of cell types highlights that these composite motifs are extremely uncommon, explaining below 1% of SMAD1 binding events.</p><p><strong>Conclusions: </strong>Deviations from these minimal requirements prevent transcription and underline the need for co-transcription factors to achieve gene activation.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"79"},"PeriodicalIF":4.4,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907993/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143623575","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-13DOI: 10.1186/s12915-025-02184-0
Qijian Qin, Pingzhen Wei, Sayed Usman, Chukwuemeka Samson Ahamefule, Cheng Jin, Bin Wang, Kaizhou Yan, Daan M F van Aalten, Wenxia Fang
Background: Aspergillus fumigatus, the primary etiological agent of invasive aspergillosis, causes over 1.8 million deaths annually. Targeting cell wall biosynthetic pathways offers a promising antifungal strategy. Gfa1, a rate-limiting enzyme in UDP-GlcNAc synthesis, plays a pivotal role in the hexosamine biosynthetic pathway (HBP).
Results: Deletion of gfa1 (Δgfa1) results in auxotrophy for glucosamine (GlcN) or N-acetylglucosamine (GlcNAc). Under full recovery (FR) conditions, where minimal medium is supplemented with 5 mM GlcN as the sole carbon source, the Δgfa1 mutant shows growth comparable to the wild-type (WT). However, when supplemented with 5 mM GlcN and 55 mM glucose, growth is partially repressed, likely due to carbon catabolite repression, a condition termed partial repression (PR). Under PR conditions, Δgfa1 exhibits compromised growth, reduced conidiation, defective germination, impaired cell wall integrity, and increased sensitivity to endoplasmic reticulum (ER) stress and high temperatures. Additionally, Δgfa1 demonstrates disruptions in protein homeostasis and iron metabolism. Transcriptomic analysis of the mutant under PR conditions reveals significant alterations in carbohydrate and amino acid metabolism, unfolded protein response (UPR) processes, and iron assimilation. Importantly, Gfa1 is essential for A. fumigatus virulence, as demonstrated in Caenorhabditis elegans and Galleria mellonella infection models.
Conclusions: These findings underscore the critical role of Gfa1 in fungal pathogenicity and suggest its potential as a therapeutic target for combating A. fumigatus infections.
{"title":"Gfa1 (glutamine fructose-6-phosphate aminotransferase) is essential for Aspergillus fumigatus growth and virulence.","authors":"Qijian Qin, Pingzhen Wei, Sayed Usman, Chukwuemeka Samson Ahamefule, Cheng Jin, Bin Wang, Kaizhou Yan, Daan M F van Aalten, Wenxia Fang","doi":"10.1186/s12915-025-02184-0","DOIUrl":"10.1186/s12915-025-02184-0","url":null,"abstract":"<p><strong>Background: </strong>Aspergillus fumigatus, the primary etiological agent of invasive aspergillosis, causes over 1.8 million deaths annually. Targeting cell wall biosynthetic pathways offers a promising antifungal strategy. Gfa1, a rate-limiting enzyme in UDP-GlcNAc synthesis, plays a pivotal role in the hexosamine biosynthetic pathway (HBP).</p><p><strong>Results: </strong>Deletion of gfa1 (Δgfa1) results in auxotrophy for glucosamine (GlcN) or N-acetylglucosamine (GlcNAc). Under full recovery (FR) conditions, where minimal medium is supplemented with 5 mM GlcN as the sole carbon source, the Δgfa1 mutant shows growth comparable to the wild-type (WT). However, when supplemented with 5 mM GlcN and 55 mM glucose, growth is partially repressed, likely due to carbon catabolite repression, a condition termed partial repression (PR). Under PR conditions, Δgfa1 exhibits compromised growth, reduced conidiation, defective germination, impaired cell wall integrity, and increased sensitivity to endoplasmic reticulum (ER) stress and high temperatures. Additionally, Δgfa1 demonstrates disruptions in protein homeostasis and iron metabolism. Transcriptomic analysis of the mutant under PR conditions reveals significant alterations in carbohydrate and amino acid metabolism, unfolded protein response (UPR) processes, and iron assimilation. Importantly, Gfa1 is essential for A. fumigatus virulence, as demonstrated in Caenorhabditis elegans and Galleria mellonella infection models.</p><p><strong>Conclusions: </strong>These findings underscore the critical role of Gfa1 in fungal pathogenicity and suggest its potential as a therapeutic target for combating A. fumigatus infections.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"80"},"PeriodicalIF":4.4,"publicationDate":"2025-03-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11907850/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143623572","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-12DOI: 10.1186/s12915-025-02187-x
Marta Kaminska, Urszula Kałucka, Janka Babickova, Małgorzata Benedyk-Machaczka, Eleni Skandalou, Melissa M Grant, Hans-Peter Marti, Piotr Mydel
Background: Uremic impairment of wound healing is a well-established phenomenon, however the etiology of this condition continues to be a medical enigma. Carbamylation, posttranslational modification (PTM) occurring with high frequency in uremic milieu, is known to have impact on structural and functional properties of proteins and peptides. Herein we show that carbamylation of the members of kinin-kallikrein system, that play an essential role in wound healing process, results in its aberrant functionality and impedes the complex process of tissue regeneration in uremic patients.
Results: Through enzymatic assays we demonstrate that carbamylation of kininogen results in aberrant bradykinin generation. We confirmed that bradykinin is efficiently carbamylated in uremic conditions and, alternatively, by activated neutrophiles. Moreover, this modification affects proteolytic cleavage of the peptide, potentially leading to the accumulation of the carbamylated form. Modified peptide demonstrated lower affinity toward its receptors. Carbamylation diminished bradykinin's ability to stimulate expression of the B1 receptor and cytokines essential in wound healing process. Carbamylated bradykinin was significantly less potent in promoting angiogenesis and keratinocyte motility as compared to the native form. In the in vivo murine model of wound healing, we observed impaired collagen fiber production and delayed re-epithelialisation in the presence of carbamylated form.
Conclusions: Carbamylation-driven impairment of wound healing is a mechanistic link to wound persistence in uremia. Importantly, production of carbamylated bradykinin in localized inflammatory milieus could be a significant contributor to delayed wound healing and formation of chronic wounds in diabetes or psoriasis.
{"title":"Bradykinin's carbamylation as a mechanistic link to impaired wound healing in patients with kidney dysfunction.","authors":"Marta Kaminska, Urszula Kałucka, Janka Babickova, Małgorzata Benedyk-Machaczka, Eleni Skandalou, Melissa M Grant, Hans-Peter Marti, Piotr Mydel","doi":"10.1186/s12915-025-02187-x","DOIUrl":"10.1186/s12915-025-02187-x","url":null,"abstract":"<p><strong>Background: </strong>Uremic impairment of wound healing is a well-established phenomenon, however the etiology of this condition continues to be a medical enigma. Carbamylation, posttranslational modification (PTM) occurring with high frequency in uremic milieu, is known to have impact on structural and functional properties of proteins and peptides. Herein we show that carbamylation of the members of kinin-kallikrein system, that play an essential role in wound healing process, results in its aberrant functionality and impedes the complex process of tissue regeneration in uremic patients.</p><p><strong>Results: </strong>Through enzymatic assays we demonstrate that carbamylation of kininogen results in aberrant bradykinin generation. We confirmed that bradykinin is efficiently carbamylated in uremic conditions and, alternatively, by activated neutrophiles. Moreover, this modification affects proteolytic cleavage of the peptide, potentially leading to the accumulation of the carbamylated form. Modified peptide demonstrated lower affinity toward its receptors. Carbamylation diminished bradykinin's ability to stimulate expression of the B<sub>1</sub> receptor and cytokines essential in wound healing process. Carbamylated bradykinin was significantly less potent in promoting angiogenesis and keratinocyte motility as compared to the native form. In the in vivo murine model of wound healing, we observed impaired collagen fiber production and delayed re-epithelialisation in the presence of carbamylated form.</p><p><strong>Conclusions: </strong>Carbamylation-driven impairment of wound healing is a mechanistic link to wound persistence in uremia. Importantly, production of carbamylated bradykinin in localized inflammatory milieus could be a significant contributor to delayed wound healing and formation of chronic wounds in diabetes or psoriasis.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"76"},"PeriodicalIF":4.4,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11905624/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143613481","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-12DOI: 10.1186/s12915-025-02186-y
Jie Su, Yanyan Yang, Daqing Wang, Hong Su, Feifei Zhao, Chuanqiang Zhang, Min Zhang, Xiunan Li, Tingyi He, Xihe Li, Ying Tian, Biao Song, Chao Chen, Yongli Song, Guifang Cao
Background: Testes development is a fundamental process in sexual development and reproduction. The testes undergo dramatic structural changes during development, including the proliferation and differentiation of somatic cells such as Sertoli cells, Leydig cells, and myoid cells, as well as the maturation of spermatogonia. However, little is known about the onset of spermatogenesis and cell proliferation and maturation in the spermatogonial niche in large animals.
Results: We used single-cell RNA sequencing (scRNA-seq) to profile nearly 100,000 cells from Hu sheep testes across seven developmental stages (birth, prepuberty, puberty, and adulthood). We constructed single-cell transcriptomic atlases and identified distinct spermatogonial subtypes, revealing dynamic gene expression patterns during spermatogenesis. Notably, we observed that two distinct Sertoli cell states converge into a mature population during puberty. Additionally, we identified a common prepubertal progenitor for Leydig and myoid cells, with Leydig cells transitioning through progenitor and immature stages before reaching maturity.
Conclusions: Our study provides a comprehensive atlas of Hu sheep testes development, revealing key insights into the dynamic changes and regulatory mechanisms of spermatogenesis and somatic cell maturation from birth to adulthood. These findings offer new perspectives on testicular development in large mammals and support future research on reproductive biology and breeding strategies.
{"title":"A dynamic transcriptional cell atlas of testes development after birth in Hu sheep.","authors":"Jie Su, Yanyan Yang, Daqing Wang, Hong Su, Feifei Zhao, Chuanqiang Zhang, Min Zhang, Xiunan Li, Tingyi He, Xihe Li, Ying Tian, Biao Song, Chao Chen, Yongli Song, Guifang Cao","doi":"10.1186/s12915-025-02186-y","DOIUrl":"10.1186/s12915-025-02186-y","url":null,"abstract":"<p><strong>Background: </strong>Testes development is a fundamental process in sexual development and reproduction. The testes undergo dramatic structural changes during development, including the proliferation and differentiation of somatic cells such as Sertoli cells, Leydig cells, and myoid cells, as well as the maturation of spermatogonia. However, little is known about the onset of spermatogenesis and cell proliferation and maturation in the spermatogonial niche in large animals.</p><p><strong>Results: </strong>We used single-cell RNA sequencing (scRNA-seq) to profile nearly 100,000 cells from Hu sheep testes across seven developmental stages (birth, prepuberty, puberty, and adulthood). We constructed single-cell transcriptomic atlases and identified distinct spermatogonial subtypes, revealing dynamic gene expression patterns during spermatogenesis. Notably, we observed that two distinct Sertoli cell states converge into a mature population during puberty. Additionally, we identified a common prepubertal progenitor for Leydig and myoid cells, with Leydig cells transitioning through progenitor and immature stages before reaching maturity.</p><p><strong>Conclusions: </strong>Our study provides a comprehensive atlas of Hu sheep testes development, revealing key insights into the dynamic changes and regulatory mechanisms of spermatogenesis and somatic cell maturation from birth to adulthood. These findings offer new perspectives on testicular development in large mammals and support future research on reproductive biology and breeding strategies.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"78"},"PeriodicalIF":4.4,"publicationDate":"2025-03-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11905504/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143613479","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-11DOI: 10.1186/s12915-025-02169-z
Alicja Witwicka, Federico López-Osorio, Andres Arce, Richard J Gill, Yannick Wurm
Background: Beneficial insects, including pollinators, encounter various pesticide exposure conditions, from brief high-concentration acute exposure to continuous low-level chronic exposure. To effectively assess the environmental risks of pesticides, it is critical to understand how different exposure schemes influence their effects. Unfortunately, this knowledge remains limited. To clarify whether different exposure schemes disrupt the physiology of pollinators in a similar manner, we exposed bumble bees to acute or chronic treatments of three different pesticides: acetamiprid, clothianidin, or sulfoxaflor. Genome-wide gene expression profiling enabled us to compare the effects of these treatments on the brain in a high-resolution manner.
Results: There were two main findings: First, acute and chronic exposure schemes largely affected non-overlapping sets of genes. Second, different pesticides under the same exposure scheme showed more comparable effects than the same pesticide under different exposure schemes. Each exposure scheme induced a distinct gene expression profile. Acute exposure mainly caused upregulation of genes linked to the stress response mechanisms, like peroxidase and detoxification genes, while chronic exposure predominantly affected immunity and energy metabolism.
Conclusions: Our findings show that the mode of exposure is critical in determining the molecular effects of pesticides. These results signal the need for safety testing practices to better consider mode-of-exposure dependent effects and suggest that transcriptomics can support such improvements.
{"title":"Acute and chronic pesticide exposure trigger fundamentally different molecular responses in bumble bee brains.","authors":"Alicja Witwicka, Federico López-Osorio, Andres Arce, Richard J Gill, Yannick Wurm","doi":"10.1186/s12915-025-02169-z","DOIUrl":"10.1186/s12915-025-02169-z","url":null,"abstract":"<p><strong>Background: </strong>Beneficial insects, including pollinators, encounter various pesticide exposure conditions, from brief high-concentration acute exposure to continuous low-level chronic exposure. To effectively assess the environmental risks of pesticides, it is critical to understand how different exposure schemes influence their effects. Unfortunately, this knowledge remains limited. To clarify whether different exposure schemes disrupt the physiology of pollinators in a similar manner, we exposed bumble bees to acute or chronic treatments of three different pesticides: acetamiprid, clothianidin, or sulfoxaflor. Genome-wide gene expression profiling enabled us to compare the effects of these treatments on the brain in a high-resolution manner.</p><p><strong>Results: </strong>There were two main findings: First, acute and chronic exposure schemes largely affected non-overlapping sets of genes. Second, different pesticides under the same exposure scheme showed more comparable effects than the same pesticide under different exposure schemes. Each exposure scheme induced a distinct gene expression profile. Acute exposure mainly caused upregulation of genes linked to the stress response mechanisms, like peroxidase and detoxification genes, while chronic exposure predominantly affected immunity and energy metabolism.</p><p><strong>Conclusions: </strong>Our findings show that the mode of exposure is critical in determining the molecular effects of pesticides. These results signal the need for safety testing practices to better consider mode-of-exposure dependent effects and suggest that transcriptomics can support such improvements.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"72"},"PeriodicalIF":4.4,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11900027/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603961","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-11DOI: 10.1186/s12915-025-02180-4
Robert Mukiibi, Serena Ferraresso, Rafaella Franch, Luca Peruzza, Giulia Dalla Rovere, Massimiliano Babbucci, Daniela Bertotto, Anna Toffan, Francesco Pascoli, Sara Faggion, Carolina Peñaloza, Costas S Tsigenopoulos, Ross D Houston, Luca Bargelloni, Diego Robledo
Background: Viral nervous necrosis (VNN) is an important viral disease threatening global aquaculture sustainability and affecting over 50 farmed and ecologically important fish species. A major QTL for resistance to VNN has been previously detected in European sea bass, but the underlying causal gene(s) and mutation(s) remain unknown. To identify the mechanisms and genetic factors underpinning resistance to VNN in European sea bass, we employed integrative analyses of multiple functional genomics assays in European sea bass.
Results: The estimated heritability of VNN resistance was high (h2 ~ 0.40), and a major QTL explaining up to 38% of the genetic variance of the trait was confirmed on chromosome 3, with individuals with the resistant QTL genotype showing a 90% survivability against a VNN outbreak. Whole-genome resequencing analyses narrowed the location of this QTL to a small region containing 4 copies of interferon alpha inducible protein 27-like 2A (IFI27L2A) genes, and one copy of the interferon alpha inducible protein 27-like 2 (IFI27L2) gene. RNA sequencing revealed a clear association between the QTL genotype and the expression of two of the IFI27L2A genes, and the IFI27L2 gene. Integration with chromatin accessibility and histone modification data pinpointed two SNPs in active regulatory regions of two of these genes (IFI27L2A and IFI27L2), and transcription factor binding site gains for the resistant alleles were predicted. These alleles, particularly the SNP variant CHR3:10,077,301, exhibited higher frequencies (0.55 to 0.77) in Eastern Mediterranean Sea bass populations, which show considerably higher levels of resistance to VNN, as compared to susceptible West Mediterranean and Atlantic populations (0.15-0.25).
Conclusions: The SNP variant CHR3:10,077,301, through modulation of IFI27L2 and IFI27L2A genes, is likely the causative mutation underlying resistance to VNN in European sea bass. This is one of the first causative mutations discovered for disease resistance traits in fish and paves the way for marker-assisted selection as well as biotechnological approaches to enhance resistance to VNN in European sea bass and other susceptible species.
{"title":"Integrated functional genomic analysis identifies regulatory variants underlying a major QTL for disease resistance in European sea bass.","authors":"Robert Mukiibi, Serena Ferraresso, Rafaella Franch, Luca Peruzza, Giulia Dalla Rovere, Massimiliano Babbucci, Daniela Bertotto, Anna Toffan, Francesco Pascoli, Sara Faggion, Carolina Peñaloza, Costas S Tsigenopoulos, Ross D Houston, Luca Bargelloni, Diego Robledo","doi":"10.1186/s12915-025-02180-4","DOIUrl":"10.1186/s12915-025-02180-4","url":null,"abstract":"<p><strong>Background: </strong>Viral nervous necrosis (VNN) is an important viral disease threatening global aquaculture sustainability and affecting over 50 farmed and ecologically important fish species. A major QTL for resistance to VNN has been previously detected in European sea bass, but the underlying causal gene(s) and mutation(s) remain unknown. To identify the mechanisms and genetic factors underpinning resistance to VNN in European sea bass, we employed integrative analyses of multiple functional genomics assays in European sea bass.</p><p><strong>Results: </strong>The estimated heritability of VNN resistance was high (h<sup>2</sup> ~ 0.40), and a major QTL explaining up to 38% of the genetic variance of the trait was confirmed on chromosome 3, with individuals with the resistant QTL genotype showing a 90% survivability against a VNN outbreak. Whole-genome resequencing analyses narrowed the location of this QTL to a small region containing 4 copies of interferon alpha inducible protein 27-like 2A (IFI27L2A) genes, and one copy of the interferon alpha inducible protein 27-like 2 (IFI27L2) gene. RNA sequencing revealed a clear association between the QTL genotype and the expression of two of the IFI27L2A genes, and the IFI27L2 gene. Integration with chromatin accessibility and histone modification data pinpointed two SNPs in active regulatory regions of two of these genes (IFI27L2A and IFI27L2), and transcription factor binding site gains for the resistant alleles were predicted. These alleles, particularly the SNP variant CHR3:10,077,301, exhibited higher frequencies (0.55 to 0.77) in Eastern Mediterranean Sea bass populations, which show considerably higher levels of resistance to VNN, as compared to susceptible West Mediterranean and Atlantic populations (0.15-0.25).</p><p><strong>Conclusions: </strong>The SNP variant CHR3:10,077,301, through modulation of IFI27L2 and IFI27L2A genes, is likely the causative mutation underlying resistance to VNN in European sea bass. This is one of the first causative mutations discovered for disease resistance traits in fish and paves the way for marker-assisted selection as well as biotechnological approaches to enhance resistance to VNN in European sea bass and other susceptible species.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"75"},"PeriodicalIF":4.4,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11899128/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603963","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-11DOI: 10.1186/s12915-025-02177-z
Zhecheng Zhou, Jinhang Wei, Mingzhe Liu, Linlin Zhuo, Xiangzheng Fu, Quan Zou
Background: Single-cell RNA sequencing (scRNA-seq) is now essential for cellular-level gene expression studies and deciphering complex gene regulatory mechanisms. Deep learning methods, when combined with scRNA-seq technology, transform gene regulation research into graph link prediction tasks. However, these methods struggle to mitigate the impact of noisy data in gene regulatory networks (GRNs) and address the significant imbalance between positive and negative links.
Results: Consequently, we introduce the AnomalGRN model, focusing on heterogeneity and sparsification to elucidate complex regulatory mechanisms within GRNs. Initially, we consider gene pairs as nodes to construct new networks, thereby converting gene regulation prediction into a node prediction task. Considering the imbalance between positive and negative links in GRNs, we further adapt this issue into a graph anomaly detection (GAD) task, marking the first application of anomaly detection to GRN analysis. Introducing the cosine metric rule enables the AnomalGRN model to differentiate between homogeneity and heterogeneity among nodes in the reconstructed GRNs. The adoption of graph structure sparsification technology reduces noisy data impact and optimizes node representation.
Conclusions:
{"title":"AnomalGRN: deciphering single-cell gene regulation network with graph anomaly detection.","authors":"Zhecheng Zhou, Jinhang Wei, Mingzhe Liu, Linlin Zhuo, Xiangzheng Fu, Quan Zou","doi":"10.1186/s12915-025-02177-z","DOIUrl":"10.1186/s12915-025-02177-z","url":null,"abstract":"<p><strong>Background: </strong>Single-cell RNA sequencing (scRNA-seq) is now essential for cellular-level gene expression studies and deciphering complex gene regulatory mechanisms. Deep learning methods, when combined with scRNA-seq technology, transform gene regulation research into graph link prediction tasks. However, these methods struggle to mitigate the impact of noisy data in gene regulatory networks (GRNs) and address the significant imbalance between positive and negative links.</p><p><strong>Results: </strong>Consequently, we introduce the AnomalGRN model, focusing on heterogeneity and sparsification to elucidate complex regulatory mechanisms within GRNs. Initially, we consider gene pairs as nodes to construct new networks, thereby converting gene regulation prediction into a node prediction task. Considering the imbalance between positive and negative links in GRNs, we further adapt this issue into a graph anomaly detection (GAD) task, marking the first application of anomaly detection to GRN analysis. Introducing the cosine metric rule enables the AnomalGRN model to differentiate between homogeneity and heterogeneity among nodes in the reconstructed GRNs. The adoption of graph structure sparsification technology reduces noisy data impact and optimizes node representation.</p><p><strong>Conclusions: </strong></p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"73"},"PeriodicalIF":4.4,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11900578/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603962","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-11DOI: 10.1186/s12915-025-02182-2
Xiaoyong Pan, Yi Fang, Xiaojian Liu, Xiaoyu Guo, Hong-Bin Shen
Background: RNA-binding proteins (RBPs) play crucial roles in many biological processes, and computationally identifying RNA-RBP interactions provides insights into the biological mechanism of diseases associated with RBPs.
Results: To make the RBP-specific deep learning-based RBP binding sites prediction methods easily accessible, we developed an updated easy-to-use webserver, RBPsuite 2.0, with an updated web interface for predicting RBP binding sites from linear and circular RNA sequences. RBPsuite 2.0 has a higher coverage on the number of supported RBPs and species compared to the original RBPsuite, supporting an increased number of RBPs from 154 to 353 and expanding the supported species from one to seven. Additionally, RBPsuite 2.0 replaces the CRIP built into RBPsuite 1.0 with iDeepC, a more accurate RBP binding site predictor for circular RNAs. Furthermore, RBPsuite 2.0 estimates the contribution score of individual nucleotides on the input sequences as potential binding motifs and links to the UCSC browser track for better visualization of the prediction results.
Conclusions: RBPsuite 2.0 is an updated, more comprehensive webserver for predicting RBP binding sites in both linear and circular RNA sequences. It supports more RBPs and species and provides more accurate predictions for circular RNAs. The tool is freely available at http://www.csbio.sjtu.edu.cn/bioinf/RBPsuite/ .
{"title":"RBPsuite 2.0: an updated RNA-protein binding site prediction suite with high coverage on species and proteins based on deep learning.","authors":"Xiaoyong Pan, Yi Fang, Xiaojian Liu, Xiaoyu Guo, Hong-Bin Shen","doi":"10.1186/s12915-025-02182-2","DOIUrl":"10.1186/s12915-025-02182-2","url":null,"abstract":"<p><strong>Background: </strong>RNA-binding proteins (RBPs) play crucial roles in many biological processes, and computationally identifying RNA-RBP interactions provides insights into the biological mechanism of diseases associated with RBPs.</p><p><strong>Results: </strong>To make the RBP-specific deep learning-based RBP binding sites prediction methods easily accessible, we developed an updated easy-to-use webserver, RBPsuite 2.0, with an updated web interface for predicting RBP binding sites from linear and circular RNA sequences. RBPsuite 2.0 has a higher coverage on the number of supported RBPs and species compared to the original RBPsuite, supporting an increased number of RBPs from 154 to 353 and expanding the supported species from one to seven. Additionally, RBPsuite 2.0 replaces the CRIP built into RBPsuite 1.0 with iDeepC, a more accurate RBP binding site predictor for circular RNAs. Furthermore, RBPsuite 2.0 estimates the contribution score of individual nucleotides on the input sequences as potential binding motifs and links to the UCSC browser track for better visualization of the prediction results.</p><p><strong>Conclusions: </strong>RBPsuite 2.0 is an updated, more comprehensive webserver for predicting RBP binding sites in both linear and circular RNA sequences. It supports more RBPs and species and provides more accurate predictions for circular RNAs. The tool is freely available at http://www.csbio.sjtu.edu.cn/bioinf/RBPsuite/ .</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"74"},"PeriodicalIF":4.4,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11899677/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143603964","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2025-03-06DOI: 10.1186/s12915-025-02162-6
Nicole Vüllings, Alina Airich, Ekaterina Seib, Tobias Troost, Thomas Klein
Background: Notch signalling plays a crucial role in many developmental, homoeostatic and pathological processes in metazoans. The pathway is activated by binding of the ligand to the Notch receptor, which changes the conformation of the receptor by exerting a pulling force. The pulling force is generated by the endocytosis of the interacting ligand into the signal-sending cell. Endocytosis of ligands requires the action of the E3 ligases Mindbomb1 (Mib1) and Neuralized (Neur) that ubiquitylate lysines (Ks) of their intracellular domains. It has been shown that human MIB1 binds JAGGED1 (JAG1) via a bipartite binding motif in its ICD. This interaction is required for the activation of JAG1. However, it is not known whether this bipartite binding mode is of general importance. It is also not rigorously tested whether it occurs in vivo. Moreover, it is not known whether Mib1 ubiquitylates specific Ks in the ICD of ligands, or is rather non-selective.
Results: We therefore investigated how Mib1 interacts with the Notch ligand Delta of Drosophila in an in vivo trans-activation assay and determined the Ks which are required for signalling. We show that the activation of Dl by Mib1 follows similar rules as has been found for mammalian MIB1 and JAG1. We present evidence that a combination of six Ks of the ICD is required for the full signalling activity of Dl by Mib1, with K742 being the most important one.
Conclusions: Altogether, our analysis further reveals the rules of Mib1-mediated DSL-ligand-dependent Notch-signalling.
{"title":"Another tail of two sites: activation of the Notch ligand Delta by Mindbomb1.","authors":"Nicole Vüllings, Alina Airich, Ekaterina Seib, Tobias Troost, Thomas Klein","doi":"10.1186/s12915-025-02162-6","DOIUrl":"10.1186/s12915-025-02162-6","url":null,"abstract":"<p><strong>Background: </strong>Notch signalling plays a crucial role in many developmental, homoeostatic and pathological processes in metazoans. The pathway is activated by binding of the ligand to the Notch receptor, which changes the conformation of the receptor by exerting a pulling force. The pulling force is generated by the endocytosis of the interacting ligand into the signal-sending cell. Endocytosis of ligands requires the action of the E3 ligases Mindbomb1 (Mib1) and Neuralized (Neur) that ubiquitylate lysines (Ks) of their intracellular domains. It has been shown that human MIB1 binds JAGGED1 (JAG1) via a bipartite binding motif in its ICD. This interaction is required for the activation of JAG1. However, it is not known whether this bipartite binding mode is of general importance. It is also not rigorously tested whether it occurs in vivo. Moreover, it is not known whether Mib1 ubiquitylates specific Ks in the ICD of ligands, or is rather non-selective.</p><p><strong>Results: </strong>We therefore investigated how Mib1 interacts with the Notch ligand Delta of Drosophila in an in vivo trans-activation assay and determined the Ks which are required for signalling. We show that the activation of Dl by Mib1 follows similar rules as has been found for mammalian MIB1 and JAG1. We present evidence that a combination of six Ks of the ICD is required for the full signalling activity of Dl by Mib1, with K742 being the most important one.</p><p><strong>Conclusions: </strong>Altogether, our analysis further reveals the rules of Mib1-mediated DSL-ligand-dependent Notch-signalling.</p>","PeriodicalId":9339,"journal":{"name":"BMC Biology","volume":"23 1","pages":"71"},"PeriodicalIF":4.4,"publicationDate":"2025-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11887331/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143572137","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}