Systems Biology

Terminal differentiation and persistence of effector regulatory T cells essential for preventing intestinal inflammation

Wed, 2025-02-05 06:00

Nat Immunol. 2025 Feb 4. doi: 10.1038/s41590-024-02075-6. Online ahead of print.

ABSTRACT

Regulatory T (Treg) cells are a specialized CD4+ T cell lineage with essential anti-inflammatory functions. Analysis of Treg cell adaptations to non-lymphoid tissues that enable their specialized immunosuppressive and tissue-supportive functions raises questions about the underlying mechanisms of these adaptations and whether they represent stable differentiation or reversible activation states. Here, we characterize distinct colonic effector Treg cell transcriptional programs. Attenuated T cell receptor (TCR) signaling and acquisition of substantial TCR-independent functionality seems to facilitate the terminal differentiation of a population of colonic effector Treg cells that are distinguished by stable expression of the immunomodulatory cytokine IL-10. Functional studies show that this subset of effector Treg cells, but not their expression of IL-10, is indispensable for colonic health. These findings identify core features of the terminal differentiation of effector Treg cells in non-lymphoid tissues and their function.

PMID:39905200 | DOI:10.1038/s41590-024-02075-6

Categories: Literature Watch

MASLD as a non-communicable disease

Wed, 2025-02-05 06:00

Nat Rev Gastroenterol Hepatol. 2025 Feb 4. doi: 10.1038/s41575-025-01039-x. Online ahead of print.

NO ABSTRACT

PMID:39905174 | DOI:10.1038/s41575-025-01039-x

Categories: Literature Watch

Phospho-seq: integrated, multi-modal profiling of intracellular protein dynamics in single cells

Wed, 2025-02-05 06:00

Nat Commun. 2025 Feb 4;16(1):1346. doi: 10.1038/s41467-025-56590-7.

ABSTRACT

Cell signaling plays a critical role in neurodevelopment, regulating cellular behavior and fate. While multimodal single-cell sequencing technologies are rapidly advancing, scalable and flexible profiling of cell signaling states alongside other molecular modalities remains challenging. Here we present Phospho-seq, an integrated approach that aims to quantify cytoplasmic and nuclear proteins, including those with post-translational modifications, and to connect their activity with cis-regulatory elements and transcriptional targets. We utilize a simplified benchtop antibody conjugation method to create large custom neuro-focused antibody panels for simultaneous protein and scATAC-seq profiling on whole cells, alongside both experimental and computational strategies to incorporate transcriptomic measurements. We apply our workflow to cell lines, induced pluripotent stem cells, and months-old retinal and brain organoids to demonstrate its broad applicability. We show that Phospho-seq can provide insights into cellular states and trajectories, shed light on gene regulatory relationships, and help explore the causes and effects of diverse cell signaling in neurodevelopment.

PMID:39905064 | DOI:10.1038/s41467-025-56590-7

Categories: Literature Watch

Ion suppression correction and normalization for non-targeted metabolomics

Wed, 2025-02-05 06:00

Nat Commun. 2025 Feb 4;16(1):1347. doi: 10.1038/s41467-025-56646-8.

ABSTRACT

Ion suppression is a major problem in mass spectrometry (MS)-based metabolomics; it can dramatically decrease measurement accuracy, precision, and sensitivity. Here we report a method, the IROA TruQuant Workflow, that uses a stable isotope-labeled internal standard (IROA-IS) library plus companion algorithms to: 1) measure and correct for ion suppression, and 2) perform Dual MSTUS normalization of MS metabolomic data. We evaluate the method across ion chromatography (IC), hydrophilic interaction liquid chromatography (HILIC), and reversed-phase liquid chromatography (RPLC)-MS systems in both positive and negative ionization modes, with clean and unclean ion sources, and across different biological matrices. Across the broad range of conditions tested, all detected metabolites exhibit ion suppression ranging from 1% to >90% and coefficients of variation ranging from 1% to 20%, but the Workflow and companion algorithms are highly effective at nulling out that suppression and error. To demonstrate a routine application of the Workflow, we employ the Workflow to study ovarian cancer cell response to the enzyme-drug L-asparaginase (ASNase). The IROA-normalized data reveal significant alterations in peptide metabolism, which have not been reported previously. Overall, the Workflow corrects ion suppression across diverse analytical conditions and produces robust normalization of non-targeted metabolomic data.

PMID:39905052 | DOI:10.1038/s41467-025-56646-8

Categories: Literature Watch

Atlas of multilineage stem cell differentiation reveals TMEM88 as a developmental regulator of blood pressure

Wed, 2025-02-05 06:00

Nat Commun. 2025 Feb 4;16(1):1356. doi: 10.1038/s41467-025-56533-2.

ABSTRACT

Pluripotent stem cells provide a scalable approach to analyse molecular regulation of cell differentiation across developmental lineages. Here, we engineer barcoded induced pluripotent stem cells to generate an atlas of multilineage differentiation from pluripotency, encompassing an eight-day time course with modulation of WNT, BMP, and VEGF signalling pathways. Annotation of in vitro cell types with reference to in vivo development reveals diverse mesendoderm lineage cell types including lateral plate and paraxial mesoderm, neural crest, and primitive gut. Interrogation of temporal and signalling-specific gene expression in this atlas, evaluated against cell type-specific gene expression in human complex trait data highlights the WNT-inhibitor gene TMEM88 as a regulator of mesendodermal lineages influencing cardiovascular and anthropometric traits. Genetic TMEM88 loss of function models show impaired differentiation of endodermal and mesodermal derivatives in vitro and dysregulated arterial blood pressure in vivo. Together, this study provides an atlas of multilineage stem cell differentiation and analysis pipelines to dissect genetic determinants of mammalian developmental physiology.

PMID:39904980 | DOI:10.1038/s41467-025-56533-2

Categories: Literature Watch

Regulation of senescence-associated secretory phenotypes in osteoarthritis by cytosolic UDP-GlcNAc retention and O-GlcNAcylation

Wed, 2025-02-05 06:00

Nat Commun. 2025 Feb 4;16(1):1094. doi: 10.1038/s41467-024-55085-1.

ABSTRACT

UDP-GlcNAc serves as a building block for glycosaminoglycan (GAG) chains in cartilage proteoglycans and simultaneously acts as a substrate for O-GlcNAcylation. Here, we show that transporters for UDP-GlcNAc to the endoplasmic reticulum (ER) and Golgi are significantly downregulated in osteoarthritic cartilage, leading to increased cytosolic UDP-GlcNAc and O-GlcNAcylation in chondrocytes. Mechanistically, upregulated O-GlcNAcylation governs the senescence-associated secretory phenotype (SASP) by stabilizing GATA4 via O-GlcNAcylation at S406, which compromises its degradation by p62-mediated selective autophagy. Elevated O-GlcNAcylation in the superficial layer of osteoarthritic cartilage coincides with increased GATA4 levels. The topical deletion of Gata4 in this cartilage layer ameliorates post-traumatic osteoarthritis (OA) in mice while inhibiting O-GlcNAc transferase mitigates OA by decreasing GATA4 levels. Excessive glucosamine-induced O-GlcNAcylation stabilizes GATA4 in chondrocytes and exacerbates post-traumatic OA in mice. Our findings elucidate the role of UDP-GlcNAc compartmentalization in regulating secretory pathways associated with chronic joint inflammation, providing a senostatic strategy for the treatment of OA.

PMID:39904978 | DOI:10.1038/s41467-024-55085-1

Categories: Literature Watch

Whole organism and tissue-specific analysis of pexophagy in <em>Drosophila</em>

Tue, 2025-02-04 06:00

Open Biol. 2025 Feb;15(2):240291. doi: 10.1098/rsob.240291. Epub 2025 Feb 5.

ABSTRACT

Peroxisomes are essential organelles involved in critical metabolic processes in animals such as fatty acid oxidation, ether phospholipid production and reactive oxygen species detoxification. We have generated transgenic Drosophila melanogaster models expressing fluorescent reporters for the selective autophagy of peroxisomes, a process known as pexophagy. We show that these reporters are colocalized with a peroxisomal marker and that they can reflect pexophagy induction by iron chelation and inhibition by depletion of the core autophagy protein Atg5. Using light sheet microscopy, we have been able to obtain a global overview of pexophagy levels across the entire organism at different stages of development. Tissue-specific control of pexophagy is exemplified by areas of peroxisome abundance but minimal pexophagy, observed in clusters of oenocytes surrounded by epithelial cells where pexophagy is much more evident. Enhancement of pexophagy was achieved by feeding flies with the iron chelator deferiprone, in line with past results using mammalian cells. Specific drivers were used to visualize pexophagy in neurons, and to demonstrate that specific depletion in the larval central nervous system of Hsc70-5, the Drosophila homologue of the chaperone HSPA9/mortalin, led to a substantial elevation in pexophagy.

PMID:39904371 | DOI:10.1098/rsob.240291

Categories: Literature Watch

NLRP3-mediated glutaminolysis controls microglial phagocytosis to promote Alzheimer's disease progression

Tue, 2025-02-04 06:00

Immunity. 2025 Jan 31:S1074-7613(25)00032-9. doi: 10.1016/j.immuni.2025.01.007. Online ahead of print.

ABSTRACT

Activation of the NLRP3 inflammasome has been implicated in the pathogenesis of Alzheimer's disease (AD) via the release of IL-1β and ASC specks. However, whether NLRP3 is involved in pathways beyond this remained unknown. Here, we found that Aβ deposition in vivo directly triggered NLRP3 activation in APP/PS1 mice, which model many features of AD. Loss of NLRP3 increased glutamine- and glutamate-related metabolism and increased expression of microglial Slc1a3, which was associated with enhanced mitochondrial and metabolic activity. The generation of α-ketoglutarate during this process impacted cellular function, including increased clearance of Aβ peptides as well as epigenetic and gene transcription changes. This pathway was conserved between murine and human cells. Critically, we could mimic this effect pharmacologically using NLRP3-specific inhibitors, but only with chronic NLRP3 inhibition. Together, these data demonstrate an additional role for NLRP3, where it can modulate mitochondrial and metabolic function, with important downstream consequences for the progression of AD.

PMID:39904338 | DOI:10.1016/j.immuni.2025.01.007

Categories: Literature Watch

A paradoxical population structure of var DBLα types in Africa

Tue, 2025-02-04 06:00

PLoS Pathog. 2025 Feb 4;21(2):e1012813. doi: 10.1371/journal.ppat.1012813. eCollection 2025 Feb.

ABSTRACT

The var multigene family encodes Plasmodium falciparum erythrocyte membrane protein 1 (PfEMP1), central to host-parasite interactions. Genome structure studies have identified three major groups of var genes by specific upstream sequences (upsA, B, or C). Var with these ups groups have different chromosomal locations, transcriptional directions, and associations with disease severity. Here we explore temporal and spatial diversity of a region of var genes encoding the DBLα domain of PfEMP1 in Africa. By applying a novel ups classification algorithm (cUps) to publicly-available DBLα sequence datasets, we categorised DBLα according to association with the three ups groups, thereby avoiding the need to sequence complete genes. Data from deep sequencing of DBLα types in a local population in northern Ghana surveyed seven times from 2012 to 2017 found variants with rare-to-moderate-to-extreme frequencies, and the common variants were temporally stable in this local endemic area. Furthermore, we observed that every isolate repertoire, whether mono- or multiclonal, comprised DBLα types occurring with these frequency ranges implying a common genome structure. When comparing African countries of Ghana, Gabon, Malawi, and Uganda, we report that some DBLα types were consistently found at high frequencies in multiple African countries while others were common only at the country level. The implication of these local and pan-Africa population patterns is discussed in terms of advantage to the parasite with regards to within-host adaptation and resilience to malaria control.

PMID:39903780 | DOI:10.1371/journal.ppat.1012813

Categories: Literature Watch

Diagnosis and management of concurrent metastatic melanoma and chronic myelomonocytic leukemia

Tue, 2025-02-04 06:00

Melanoma Res. 2025 Feb 4. doi: 10.1097/CMR.0000000000001025. Online ahead of print.

ABSTRACT

While the association between chronic lymphocytic leukemia (CLL) and a higher incidence of melanoma is well documented, the diagnosis of concurrent high-risk chronic myelomonocytic leukemia (CMML) and metastatic melanoma (MM) has not previously been described. Moreover, the treatment of MM and CMML differ greatly in the mechanism of action of their corresponding antineoplastic therapies: treatment of MM frequently involves immune checkpoint inhibitors (ICI), while patients with CMML receive myelosuppressive agents. Simultaneous management of these malignancies can be nuanced due to the potential impact of one treatment's constituents on the activity of the other and the broad and nonoverlapping array of potential adverse effects of these agents. Here, we describe the clinical course of a patient who was diagnosed with concurrent MM and CMML and our approach to the challenging balance of delivering ICI concurrently with the hypomethylating agent azacitidine and the BCL-2 inhibitor venetoclax.

PMID:39903257 | DOI:10.1097/CMR.0000000000001025

Categories: Literature Watch

Single-cell transcriptomics reveals a compartmentalized antiviral interferon response in the nasal epithelium of mice

Tue, 2025-02-04 06:00

J Virol. 2025 Feb 4:e0141324. doi: 10.1128/jvi.01413-24. Online ahead of print.

ABSTRACT

Type III interferons (IFNs) primarily act on epithelial cells and protect against virus infection of the mucosa, whereas type I IFNs act more systemically. To date, it has been unknown which epithelial subtypes in the upper airways, the primary site for initial infection for most respiratory viruses, primarily rely on type III IFN or type I IFNs for antiviral protection. To address this question, we performed a single-cell transcriptomics analysis of the epithelial IFN-mediated response focusing on the upper airways of mice. This work identified nine distinct cell types derived from the olfactory epithelium and thirteen distinct cell types from the respiratory epithelium. Interestingly, type I IFNs induced a stronger antiviral transcriptional response than type III IFN in respiratory epithelial cells, whereas in olfactory epithelial cells, including sustentacular (SUS) and Bowman's gland cells (BGC), type III IFN was more dominant compared to type I IFN. SUS and BGC, which provide structural support and maintain the integrity of olfactory sensory neurons, were highly susceptible to infection with a mouse-adapted variant of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2 MA20) but were protected against infection if the animals were prophylactically treated with type III IFN. These findings demonstrate a high degree of cell type heterogeneity in terms of interferon-mediated antiviral responses and reveal a potent role for type III IFNs in protecting the olfactory epithelium.IMPORTANCESARS-CoV-2 infects SUS and BGC in the olfactory epithelium, causing an impairment of structural support and integrity of olfactory sensory neurons that can result in severe olfactory dysfunctions. We observed an unexpected compartmentalization of the IFN-mediated transcriptional response within the airway epithelium, and we found that olfactory epithelial cells preferentially respond to type III IFN, which resulted in robust antiviral protection of SUS and BGC. Given the proximity of the olfactory epithelium to the central nervous system, we hypothesize that evolution favored a type III IFN-biased antiviral immune response in this tissue to limit inflammatory responses in the brain. Cell type-specific antiviral responses in the upper airways, triggered by the different types of IFNs, should be investigated in more detail and carefully taken into consideration during the development of IFN-based antivirals for clinical use.

PMID:39902863 | DOI:10.1128/jvi.01413-24

Categories: Literature Watch

The histone methyltransferase DOT1B is dispensable for stage differentiation and macrophage infection of <em>Leishmania mexicana</em>

Tue, 2025-02-04 06:00

Front Cell Infect Microbiol. 2025 Jan 20;14:1502339. doi: 10.3389/fcimb.2024.1502339. eCollection 2024.

ABSTRACT

Conserved histone methyltransferases of the DOT1 family are involved in replication regulation, cell cycle progression, stage differentiation, and gene regulation in trypanosomatids. However, the specific functions of these enzymes depend on the host evasion strategies of the parasites. In this study, we investigated the role of DOT1B in Leishmania mexicana, focusing on life cycle progression and infectivity. In contrast to Trypanosoma brucei, in which DOT1B is essential for the differentiation of mammal-infective bloodstream forms to insect procyclic forms, L. mexicana DOT1B (LmxDOT1B) is not critical for the differentiation of promastigotes to amastigotes in vitro. Additionally, there are no significant differences in the ability to infect or differentiate in macrophages or sand fly vectors between the LmxDOT1B-depleted and control strains. These findings highlight the divergence of the function of DOT1B in these related parasites, suggesting genus-specific adaptations in the use of histone modifications for life cycle progression and host adaptation processes.

PMID:39902184 | PMC:PMC11788152 | DOI:10.3389/fcimb.2024.1502339

Categories: Literature Watch

A practical guide to FAIR data management in the age of multi-OMICS and AI

Tue, 2025-02-04 06:00

Front Immunol. 2025 Jan 20;15:1439434. doi: 10.3389/fimmu.2024.1439434. eCollection 2024.

ABSTRACT

Multi-cellular biological systems, including the immune system, are highly complex, dynamic, and adaptable. Systems biologists aim to understand such complexity at a quantitative level. However, these ambitious efforts are often limited by access to a variety of high-density intra-, extra- and multi-cellular measurements resolved in time and space and across a variety of perturbations. The advent of automation, OMICs and single-cell technologies now allows high dimensional multi-modal data acquisition from the same biological samples multiplexed at scale (multi-OMICs). As a result, systems biologists -theoretically- have access to more data than ever. However, the mathematical frameworks and computational tools needed to analyze and interpret such data are often still nascent, limiting the biological insights that can be obtained without years of computational method development and validation. More pressingly, much of the data sits in silos in formats that are incomprehensible to other scientists or machines limiting its value to the vaster scientific community, especially the computational biologists tasked with analyzing these vast amounts of data in more nuanced ways. With the rapid development and increasing interest in using artificial intelligence (AI) for the life sciences, improving how biologic data is organized and shared is more pressing than ever for scientific progress. Here, we outline a practical approach to multi-modal data management and FAIR sharing, which are in line with the latest US and EU funders' data sharing policies. This framework can help extend the longevity and utility of data by allowing facile use and reuse, accelerating scientific discovery in the biomedical sciences.

PMID:39902035 | PMC:PMC11788310 | DOI:10.3389/fimmu.2024.1439434

Categories: Literature Watch

Susceptibility of Brca1<sup>(L63X/+)</sup> rat to ovarian reserve dissipation by chemotherapeutic agents to breast cancer

Tue, 2025-02-04 06:00

Cancer Sci. 2025 Feb 3. doi: 10.1111/cas.16412. Online ahead of print.

ABSTRACT

BRCA1 is one of the causative genes for hereditary breast and ovarian cancer syndrome with a high risk of early-onset breast cancer. Whereas olaparib (OLA), an inhibitor of poly-ADP-ribose polymerase, has been applied as adjuvant therapy to those cancer patients, its effect on ovarian reproductive function remains unelucidated. Recently, a rat model (MUT; Brca1(L63X/+) mutation) mimicking a human BRCA1 pathogenic variant has been established. Using this model, we evaluated the effects of OLA on ovarian reproductive function in comparison with the wild-type (WT) rats. MUT showed a significantly reduced number of primordial follicles and subfertility in accordance with aging. Oxidative stress was significantly elevated in the young MUT granulosa cells (GCs) accompanied by increased mTOR but decreased PTEN signals. OLA administration in MUT further decreased primordial follicles, with gene set enrichment analysis, indicating upregulated DNA repair pathways. Furthermore, a combination of OLA and cyclophosphamide (CPA) induced empty primordial follicles, recognized as CPA-induced severe ovarian toxicity. Whereas OLA + CPA caused greater reduction in primordial follicles both in MUT and WT in comparison with CPA alone, MUT ovaries were more susceptible to oxidative stress, potentially depleting primordial follicles via activation of GCs and inducing oocyte death due to accumulated DNA damage by OLA treatment. Our findings in this preclinical model underscore the importance of evaluating ovarian reserve prior to chemotherapy by performing reproductive consultation with female patients with BRCA1 pathogenic variants.

PMID:39901592 | DOI:10.1111/cas.16412

Categories: Literature Watch

Mechanistic investigation and the optimal dose based on baicalin in the treatment of ulcerative colitis-A preclinical systematic review and meta-analysis

Mon, 2025-02-03 06:00

BMC Gastroenterol. 2025 Feb 3;25(1):50. doi: 10.1186/s12876-025-03629-0.

ABSTRACT

BACKGROUND: Ulcerative colitis (UC) is a type of inflammatory bowel disease, and current treatments often fall short, necessitating new therapeutic options. Baicalin shows therapeutic promise in UC animal models, but a systematic review is needed.

METHODS: A systematic search was conducted across databases including PubMed, EBSCO, Web of Science, and Science Direct, up to March 2024, identifying randomized controlled trials (RCTs) examining baicalin's impact on UC in animal models. Seventeen studies were selected through manual screening. Meta-analyses and subgroup analyses utilized Rev Man 5.3 and Stata 15.0 software to assess symptom improvement.

RESULTS: From 1304 citations, 17 were analyzed. Baicalin significantly modulated various biomarkers: HCS (SMD = -3.91), DAI (MD = -2.75), spleen index (MD = -12.76), MDA (SMD = -3.88), IL-6 (SMD = -10.59), IL-1β (SMD = -3.98), TNF-α (SMD = -8.05), NF-κB (SMD = -5.46), TLR4 (MD = -0.38), RORγ (MD = -0.89), MCP-1 (MD = -153.25), MPO (SMD = -7.34), Caspase-9 (MD = -0.93), Caspase-3 (MD = -0.45), FasL (MD = -1.20)) and enhanced BWC (MD = 0.06), CL (MD = 1.39), ZO-1 (MD = 0.44), SOD (SMD = 3.04), IL-10 mRNA (MD = 3.14), and FOXP3 (MD = 0.45) levels. Baicalin's actions may involve the PI3K/AKT, TLR4/NF-κB, IKK/IKB, Bcl-2/Bax, Th17/Treg, and TLRs/MyD88 pathways. Optimal therapeutic outcomes were predicted at dosages of 60-150 mg/kg over 10-14 weeks.

CONCLUSION: Baicalin demonstrates a multifaceted therapeutic potential in UC, attributed to its anti-inflammatory, antioxidant, anti-apoptotic, and intestinal barrier repair properties. While higher doses and longer treatments appear beneficial, further research, particularly human clinical trials, is necessary to verify its effectiveness and safety in people.

PMID:39901089 | DOI:10.1186/s12876-025-03629-0

Categories: Literature Watch

SAMPL-seq reveals micron-scale spatial hubs in the human gut microbiome

Mon, 2025-02-03 06:00

Nat Microbiol. 2025 Feb;10(2):527-540. doi: 10.1038/s41564-024-01914-4. Epub 2025 Feb 3.

ABSTRACT

The local arrangement of microbes can profoundly impact community assembly, function and stability. However, our understanding of the spatial organization of the human gut microbiome at the micron scale is limited. Here we describe a high-throughput and streamlined method called Split-And-pool Metagenomic Plot-sampling sequencing (SAMPL-seq) to capture spatial co-localization in a complex microbial consortium. The method obtains microbial composition of micron-scale subcommunities through split-and-pool barcoding. SAMPL-seq analysis of the healthy human gut microbiome identified bacterial taxa pairs that consistently co-occurred both over time and across multiple individuals. These co-localized microbes organize into spatially distinct groups or 'spatial hubs' dominated by Bacteroidaceae, Ruminococcaceae and Lachnospiraceae families. Using inulin as a dietary perturbation, we observed reversible spatial rearrangement of the gut microbiome where specific taxa form new local partnerships. Spatial metagenomics using SAMPL-seq can unlock insights into microbiomes at the micron scale.

PMID:39901058 | DOI:10.1038/s41564-024-01914-4

Categories: Literature Watch

Author Correction: Multiplexed inhibition of immunosuppressive genes with Cas13d for combinatorial cancer immunotherapy

Mon, 2025-02-03 06:00

Nat Biotechnol. 2025 Feb 3. doi: 10.1038/s41587-025-02576-1. Online ahead of print.

NO ABSTRACT

PMID:39901026 | DOI:10.1038/s41587-025-02576-1

Categories: Literature Watch

A barley pan-transcriptome reveals layers of genotype-dependent transcriptional complexity

Mon, 2025-02-03 06:00

Nat Genet. 2025 Feb 3. doi: 10.1038/s41588-024-02069-y. Online ahead of print.

ABSTRACT

A pan-transcriptome describes the transcriptional and post-transcriptional consequences of genome diversity from multiple individuals within a species. We developed a barley pan-transcriptome using 20 inbred genotypes representing domesticated barley diversity by generating and analyzing short- and long-read RNA-sequencing datasets from multiple tissues. To overcome single reference bias in transcript quantification, we constructed genotype-specific reference transcript datasets (RTDs) and integrated these into a linear pan-genome framework to create a pan-RTD, allowing transcript categorization as core, shell or cloud. Focusing on the core (expressed in all genotypes), we observed significant transcript abundance variation among tissues and between genotypes driven partly by RNA processing, gene copy number, structural rearrangements and conservation of promotor motifs. Network analyses revealed conserved co-expression module::tissue correlations and frequent functional diversification. To complement the pan-transcriptome, we constructed a comprehensive cultivar (cv.) Morex gene-expression atlas and illustrate how these combined datasets can be used to guide biological inquiry.

PMID:39901014 | DOI:10.1038/s41588-024-02069-y

Categories: Literature Watch

A ribosome-associating chaperone mediates GTP-driven vectorial folding of nascent eEF1A

Mon, 2025-02-03 06:00

Nat Commun. 2025 Feb 3;16(1):1277. doi: 10.1038/s41467-025-56489-3.

ABSTRACT

Eukaryotic translation elongation factor 1A (eEF1A) is a highly abundant, multi-domain GTPase. Post-translational steps essential for eEF1A biogenesis are carried out by bespoke chaperones but co-translational mechanisms tailored to eEF1A folding remain unexplored. Here, we use AlphaPulldown to identify Ypl225w (also known as Chp1, Chaperone 1 for eEF1A) as a conserved yeast protein predicted to stabilize the N-terminal, GTP-binding (G) domain of eEF1A against its misfolding propensity, as predicted by computational simulations and validated by microscopy analysis of ypl225wΔ cells. Proteomics and biochemical reconstitution reveal that Ypl225w functions as a co-translational chaperone by forming dual interactions with the eEF1A G domain nascent chain and the UBA domain of ribosome-bound nascent polypeptide-associated complex (NAC). Lastly, we show that Ypl225w primes eEF1A nascent chains for binding to GTP as part of a folding mechanism tightly coupled to chaperone recycling. Our work shows that an ATP-independent chaperone can drive vectorial folding of nascent chains by co-opting G protein nucleotide binding.

PMID:39900909 | DOI:10.1038/s41467-025-56489-3

Categories: Literature Watch

Annotation-free deep learning for predicting gene mutations from whole slide images of acute myeloid leukemia

Mon, 2025-02-03 06:00

NPJ Precis Oncol. 2025 Feb 3;9(1):35. doi: 10.1038/s41698-025-00804-0.

ABSTRACT

The rapid development of deep learning has revolutionized medical image processing, including analyzing whole slide images (WSIs). Despite the demonstrated potential for characterizing gene mutations directly from WSIs in certain cancers, challenges remain due to image resolution and reliance on manual annotations for acute myeloid leukemia (AML). We, therefore, propose a deep learning model based on multiple instance learning (MIL) with ensemble techniques to predict gene mutations from AML WSIs. Our model predicts NPM1 mutations and FLT3-ITD without requiring patch-level or cell-level annotations. Using a dataset of 572 WSIs, the largest database with both WSI and genetic mutation information, our model achieved an AUC of 0.90 ± 0.08 for NPM1 and 0.80 ± 0.10 for FLT3-ITD in the testing cohort. Additionally, we found that blasts are pivotal indicators for gene mutation predictions, with their proportions varying between mutated and standard WSIs, highlighting the clinical potential of AML WSI analysis.

PMID:39900774 | DOI:10.1038/s41698-025-00804-0

Categories: Literature Watch

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