👤 Dongying Bai

Obesity and Alzheimer’s disease (AD) are epidemiologically associated. The locus coeruleus (LC)—the brain’s primary and most significant source of norepinephrine—is one of the earliest sites of neurodegeneration in AD. The LC participates in feeding behavior through connections with the hypothalamus. The cellular composition of the LC has been characterized at single-cell resolution. However, the constituent cellular signatures of genes related to energy homeostasis—such as the melanocortin pathway genes—in the LC are unclear. We performed single-nucleus RNA sequencing and spatial transcriptomics (Visium) in the human LC, and HiPlex RNAscope in the LC of mice. The melanocortin pathway gene The online version contains supplementary material available at 10.1186/s40478-026-02287-x. Show less

Early-life stress (ELS) is a key risk factor for adolescent depression. Si-Ni-San (SNS), a classic traditional Chinese medicine formula, has shown antidepressant potential, yet its effects on the dorsal raphe nucleus (DRN)-nucleus accumbens (NAc) serotonergic circuit remain unclear. This study aimed to investigate whether SNS alleviates adolescent depression by restoring DRN-NAc serotonergic circuit function and to identify the serotonin receptor mediating its synaptic effects in the NAc. Firstly, the antidepressant efficacy of SNS was evaluated in a mouse model of ELS. Subsequently, its underlying mechanism was explored through integrated neurophysiological, molecular, and pharmacological analyses. Depressive- and anxiety-like behaviors were assessed using behavioral tests (sucrose preference, tail suspension, forced swim, open field, and elevated plus maze). In vivo electrophysiolog was employed to monitor DRN neuronal activity. Chemogenetic manipulation was employed to regulate the DRN-NAc serotonergic circuit, while 5-HT4R function was assessed through pharmacological intervention and viral knockdown. Synaptic and molecular mechanisms were examined using Western blotting, qPCR, ELISA, and immunofluorescence. SNS alleviated depressive-like behaviors, enhanced neural activity and low-frequency oscillations in the DRN, and restored 5-hydroxytryptamine (5-HT) levels in the NAc. Mechanistically, SNS upregulated tryptophan hydroxylase 2 (TPH2) while downregulating indoleamine 2,3-dioxygenase 1 (IDO1), thus promoting 5-HT synthesis. Critically, the antidepressant effects of SNS were blocked by either chemogenetic inhibition of the DRN-NAc serotonergic circuit or pharmacological blockade of 5-HT4R in the NAc. Meanwhile, the knockdown of 5-HT4R abolished the ameliorative effects of SNS on depressive-like behaviors and associated synaptic remodeling, including the upregulation of brain-derived neurotrophic factor, postsynaptic density protein 95, and mushroom spine density. These results demonstrate that SNS alleviates depressive-like behaviors in adolescent male mice by restoring DRN-NAc serotonergic circuit function, enhancing 5-HT bioavailability, and promoting 5-HT4R-dependent synaptic plasticity in the NAc, revealing a circuit- and receptor-specific therapeutic mechanism. Show less

Perineural invasion (PNI) represents a uniquely distinctive pathway for tumor metastasis, but its underlying molecular mechanisms and therapy remain unclear. Bioinformatics analysis and transcriptomic sequencing were first employed to investigate the involvement of the BDNF/TrkB axis in the ESCC PNI, which was validated with ESCC cells co-cultured with a dorsal root ganglia system (ESCC/DRG model), a mouse PNI model, and ESCC tissues, mainly using microscopic imaging, IVIS Spectrum The BDNF/TrkB axis is closely associated with the PNI in ESCC. This pathway plays a pivotal role in driving PNI progression via Akt signaling. Deguelin was identified as an effective inhibitor of PNI in ESCC. Mechanistically, BDNF was revealed to be a key binding target of Deguelin, which disrupts PNI development by modulating the BDNF/TrkB/Akt axis. Notably, overexpression of BDNF can counteract Deguelin's inhibitory effects on ESCC growth and PNI progression. The BDNF/TrkB axis promotes the progression of ESCC PNI, and Deguelin inhibits ESCC PNI by targeting this axis, enhancing the understanding of PNI's molecular mechanisms and offering new therapeutic options. Show less

Chronic toxoplasmosis has been increasingly associated with behavior disorders, including depression-like behaviors, while the underlying mechanisms remain poorly understood. In this study, we demonstrated that chronic toxoplasmosis induced depression-like behaviors in mice, which were observed together with neuroinflammation, neuronal injury, and suppression of the BDNF-TrkB pathway. Treatment with the TrkB agonist 7,8-DHF alleviated these behavioral deficits by restoring BDNF-TrkB signaling, preserving neuronal function, and reducing neuroinflammation through inhibition of NF-κB and MAPK pathways. Additionally, 7,8-DHF also reduced astrocyte overactivation and protected blood-brain barrier structure integrity. These findings highlight that disruption of BDNF-TrkB signaling contributes to T. gondii-induced behavioral abnormalities and that targeting this pathway may represent a promising therapeutic strategy against neuroinflammation and neuronal damage associated with chronic infection. Show less

Neuroinflammation driven by dysfunctional microglial responses represents a critical early pathogenic process, particularly in the context of Alzheimer's disease (AD). The natural flavonoid fisetin possesses anti-inflammatory characteristics; however, the exact mechanisms via which it mitigates microglial dysfunction in AD are not fully elucidated. This work employed a combination of in vivo and in vitro approaches, utilizing male APP/PS1 mice and ADDL-stimulated primary microglia. Behavioral tests, immunohistochemistry, molecular profiling, and mitochondrial function assays were conducted. This research combines network pharmacology, molecular docking, and cellular thermal shift assays (CETSA) to offer predictive insights. Fisetin treatment improved cognitive performance in APP/PS1 mice, concurrently reducing amyloid pathology and plaque-associated microglial clustering. In primary microglia, fisetin potently inhibited ADDL-induced pro-inflammatory activation, mitochondrial ROS overproduction, and membrane depolarization. PI3K was identified as a signaling node potentially involved in fisetin-mediated regulation of microglial inflammatory responses. Accordingly, fisetin constrained microglial inflammatory signaling, at least in part through modulation of the PI3K-Akt-NF-κB axis, thereby limiting NF-κB nuclear translocation and pro-inflammatory cytokine release in both the mouse hippocampus and cultured primary microglia. Furthermore, conditioned medium from fisetin-treated microglia alleviated neuronal damage and restored the expression of BDNF and PSD95 in primary neurons. The collective findings, along with experimental studies utilizing the PI3K inhibitor (LY294002), indicate that PI3K may act as a molecular target of fisetin, underscoring its potential therapeutic significance in regulating early inflammatory processes in AD. Show less

Formononetin (FMN) is known for its significant neuroprotective effects, this study aims to investigate the antidepressant potential and underlying mechanisms of FMN. Antidepressant efficacy was evaluated in corticosterone (CORT)-induced depression models. In vivo, CORT-exposed mice received FMN to assess behavioral and hippocampal changes (dendritic spine density, synaptic markers: MAP-2/GAP-43). In silico, network pharmacology and molecular docking predicted FMN's binding affinity and enriched pathways. In vitro, HT22 cells pretreated with FMN (10 μM, 6 h) were subjected to CORT injury, with mechanistic validation via ERα antagonist (MPP) and ERK inhibitor (PD98059). FMN alleviated depressive-like behaviors and preserved hippocampal integrity in mice. Bioinformatics analysis revealed FMN's strong binding to ER subtypes and enrichment in estrogen/MAPK pathways. In vitro, FMN pretreatment activated the ERK-CREB-BDNF axis in CORT-injured HT22 cells, enhancing neuronal survival and synaptic function. The activation was ERα/ERK-dependent, as evidenced by the abolition of protective effects following pharmacological inhibition with MPP (ERα antagonist) or PD98059 (ERK inhibitor). Concomitantly, in vivo FMN treatment restored hippocampal p-ERK/ERK ratios in mice, directly corroborating the ERK-CREB-BDNF pathway activation and highlighting its efficacy in reversing CORT-induced signaling deficits. FMN exerts antidepressant effects via ERα-mediated neurotrophic signaling (ERK-CREB-BDNF), offering a mechanistic foundation for natural antidepressant development. Show less

Cerebral infarction (CI) is characterised by a high incidence, significant disability, and increased mortality. Tongqiao Huoxue Decoction (TQHXD), a classical formula, is designed to promote blood circulation and eliminate stasis. We investigated the effects of TQHXD on PC12 cells subjected to oxygen-glucose deprivation (OGD). The results demonstrated that during the early phase of OGD, TQHXD enhanced anaerobic glycolytic flux and increased ATP production, thereby compensating for energy deficits. Concurrently, lactate acts as a signalling molecule that binds to hydroxycarboxylic acid receptor 1 (HCAR1) and activates brain-derived neurotrophic factor (BDNF) and tropomyosin receptor kinase B (TrkB), which protect PC12 cells from OGD-induced damage and reduce neuronal apoptosis. In the late phase of OGD, TQHXD facilitated the utilisation of lactate as an energy substrate in PC12 cells, generating ATP via lactate dehydrogenase B (LDHB), maintaining cellular energy homeostasis, protecting neurones, and reducing apoptosis. TQHXD modulates glycolysis and lactate metabolism, offering a potential therapeutic strategy for cerebral infarction and a possible sequential intervention approach for targeted therapy. Show less

Cancer-associated fibroblasts (CAFs) drive immunosuppression in hepatocellular carcinoma (HCC). However, their metabolic regulation remains poorly defined. We investigated the role of nicotinamide N-methyltransferase (NNMT) in CAFs. High NNMT expression in CAF tissues was confirmed by western blotting and immunofluorescence staining. Primary CAFs from HCC patients, single-cell RNA-seq (GSE149614), patient-derived organoids (PDOs), and fibroblast-specific NNMT-knockout mice were integrated by metabolomic analyses. NNMT in CAFs binds EZH2 and impedes its nuclear translocation, thereby reducing H3K27me3 enrichment at the promoter of angiopoietin-like 4 (ANGPTL4) to increase ANGPTL4 secretion. Secreted ANGPTL4 engages GLUT1 in HCC cells, activating aerobic glycolysis and increasing histone H3K18la levels. This epigenetic reprogramming transcriptionally upregulates PD-L1 expression, thereby facilitating tumor immune evasion. Additionally, CAF-derived ANGPTL4 promotes angiogenesis in HCC. Therapeutically, targeting the NNMT-ANGPTL4 axis restored CD8 We identified an NNMT-ANGPTL4-driven metabolic-epigenetic cascade in CAFs that induces PD-L1-mediated immune evasion, providing a therapeutic strategy to overcome resistance to immunotherapy in patients with HCC. Show less

Protein feed resource shortage is a major constraint to the sustainable development of the livestock industry and a bottleneck problem hindering the growth of the Tibetan pig industry in China's Qinghai-Tibet Plateau region. Walnut meal, rich in protein, holds promise as a substitute for soybean meal. However, the effects and underlying mechanisms of walnut meal substitution on Tibetan pigs in Diqing remain unclear. The study showed that substituting 50% of soybean meal with walnut meal in the diet of Diqing Tibetan pigs significantly reduced backfat thickness and increased intramuscular fat content ( This study reveals that walnut meal can serve as a substitute for soybean meal, and a 50% substitution ratio is conducive to intramuscular fat deposition in Diqing Tibetan pigs. The findings provide valuable insights for the development and application of unconventional protein feed resources, and offer new perspectives for the production of marbled pork. Show less

Exosomes are crucial mediators of intercellular communication. As a key component of milk, milk-derived exosomes are abundant in genetic cargo, particularly microRNAs (miRNAs), indicating their potential role in regulating mammary gland physiology. Therefore, this study aimed to investigate the specificity of miRNAs in milk-derived exosomes and their regulatory roles in lipid synthesis in bovine mammary epithelial cells (BMECs). Based on 17,838 DHI records showing a significantly higher milk fat percentage (MFP) in late lactation (4.24% ± 1.07%), 10 high- (5.96% ± 0.26%, HMF) and 10 low-MFP (1.68% ± 0.23%, LMF) cows were selected during this stage for milk-derived exosome isolation and miRNA profiling. Exosomes isolated via differential ultracentrifugation were verified as 50-150 nm vesicles expressing CD9, CD81, and TSG101. miRNA sequencing identified 1,320 differentially expressed miRNAs (496 upregulated and 824 downregulated) between the HMF_EXO and LMF_EXO groups. Uptake assays confirmed that BMECs internalized these exosomes, and qRT-PCR validation showed that miR-423-5p and miR-125b were significantly upregulated and downregulated in HMF_EXO- and LMF_EXO-treated BMECs, respectively. Functionally, exosomal miR-423-5p promoted intracellular lipid accumulation and TG synthesis in BMECs by targeting APOA5, whereas miR-125b inhibited lipolysis and fatty acid oxidation by repressing SLC27A1. This study demonstrates that milk-derived exosomal miRNAs represent a novel mechanism for regulating milk fat synthesis. Specifically, miR-423-5p and miR-125b directly modulated lipid metabolism in BMECs via the miR-423-5p/APOA5 and miR-125b/SLC27A1 pathways. These findings provide new insights into the molecular regulation of milk fat synthesis and highlight the importance of exosome-mediated intercellular communication in the lactating mammary gland. Show less

Hypertriglyceridemia (HTG) and mixed dyslipidemia are significant risk factors for cardiovascular diseases. Despite the widespread use of traditional therapies, many patients continue to experience elevated triglycerides and residual cardiovascular risk. Small interfering RNA (siRNA) therapies represent a novel approach to lipid-lowering treatment. A systematic review and meta-analysis were conducted on randomized controlled trials comparing siRNA versus placebo for hypertriglyceridemia or mixed dyslipidemia. The search included PubMed, Cochrane Library, Web of Science, and Embase databases from inception to 1 October 2025, limited to English-language publications. Data extraction was performed independently by two authors. Eight RCTs involving 2,671 participants met the inclusion criteria. siRNA therapies significantly reduced triglycerides (TG) (MD, -52%; 95%, -57.9 to -46.2), non-high-density lipoprotein cholesterol (non-HDL-C) (MD, -21.9%; 95%, -26 to -17.7), very low-density lipoprotein cholesterol (VLDL-C) (MD, -49.5%; 95%, -60.1 to -38.9), apolipoprotein B (apoB) (MD, -12.6%; 95%, -16.4 to -8.8), and remnant cholesterol (MD, -64.8%; 95%, -81.7 to -47.9)compared with placebo. The reduction in TG was particularly notable. Subgroup analysis revealed that ANGPTL3-targeted therapies resulted in more substantial reductions in low-density lipoprotein cholesterol (MD, -13.2%; 95% CI, -20.1 to -6.2), while APOC3-targeted therapies had a neutral effect on LDL-C levels (MD, 0.6%; 95% CI, -5.7-6.9) ( siRNA therapies demonstrate significant efficacy in reducing triglycerides and improving lipid profiles in patients with HTG and mixed dyslipidemia. APOC3-targeted treatments primarily reduce triglycerides while increasing HDL-C, whereas ANGPTL3-targeted therapies offer broader lipid modulation, including substantial reductions in LDL-C. Both therapies demonstrate favorable safety profiles. Show less

Atherosclerotic plaque instability is a direct cause of cardiovascular and cerebrovascular events. In this study, a mitochondria-targeted liposome (LIP), modified with triphenylphosphonium (TPP) to enable specific mitochondrial delivery, was innovatively constructed to encapsulate a PCSK9 inhibitor (TPP-LIP@PCSK9). The aim was to explore a novel strategy for stabilizing plaques by restoring mitochondrial function in endothelial cells. Characterization results showed that TPP-LIP@PCSK9 possesses favorable nano-characteristics, and its targeting capability was confirmed through mitochondrial co-localization experiments. In an Apoe Show less

Diabetes constitutes a risk factor for atherosclerotic calcification, which is highly associated with phenotypic switching in vascular smooth muscle cells (VSMCs). Protein cysteine S-nitrosylation plays a crucial role in multiple cardiovascular diseases. The objective of this study is to examine whether diabetic atherosclerotic calcification is regulated by S-nitrosylation of AMP-activated protein kinase (AMPK), a regulator of VSMC phenotype switching. The atherosclerotic plaque was induced by feeding Apoe In cultured VSMCs, high glucose (HG), but not high osmotic pressure, triggered nitrosative stress, reduced AMPKβ1 protein levels, increased AMPKβ1 S-nitrosylation and ubiquitination, and led to calcification. These effects were abolished by mutating AMPKβ1 at cysteine 173 or 223. Furthermore, mutations of AMPKβ1 at Cys173/223 to alanine restored AMPKβ1 protein levels and suppressed the AKT/Runx2 pathway in HG-treated VSMCs. In vivo, enforced expression of mutated AMPKβ1 (Cys173Ala plus Cys223Ala), but not overexpression of wild-type AMPKβ1, significantly prevented atherosclerotic calcification in diabetic Apoe Nitrosative stress contributes to atherosclerotic calcification in diabetes through AMPKβ S-nitrosylation. In perspective, it is advisable to consider inhibiting AMPKβ S-nitrosylation in diabetic patients with atherosclerosis. Show less

Atherosclerosis is attributable to a series of diabetes-related complications. CAV1 (caveolin 1)-mediated low-density lipoprotein (LDL) particle transcytosis across endothelial cells (ECs) is the initial step of atherosclerosis. MAP1LC3/LC3-interacting regions in the intramembrane domain (IMD) of CAV1 were buried in the caveolae and were not accessible for LC3B interaction, protecting CAV1 from autophagic degradation. However, the CSD domain of CAV1, exposed in the cytosol, directly interacted with a CBM domain of LC3B and inhibited autophagy. Therefore, the peptide IMD-CBM was constructed to induce the selective autophagic degradation of CAV1 and suppress LDL transcytosis in diabetic atherosclerosis. EC-specific expression of IMD-CBM was achieved using adenovirus. IMD-CBM directly interacted with CAV1 and LC3B in ECs, leading to the selective autophagic degradation of CAV1, activation of autophagy, and subsequent inhibition of LDL transcytosis. IMD-CBM promoted the autophagic degradation of CAV1 and consequently reduced the area of atherosclerotic plaques in Show less

The hepatocytes orchestrate anabolic and catabolic pathways by dynamically modulating mitochondria–endoplasmic reticulum contacts (MERCs) in response to dietary fluctuations. While MERCs exhibit pronounced dietary sensitivity, the underlying regulatory mechanisms remain poorly elucidated. Here, a bimolecular fluorescence complementation-based proximity labeling strategy was utilized to identify the MERCs proteomes in hepatocytes under various nutritional conditions. As a result, many previously uncharacterized MERCs proteins were identified to be sensitive to nutritional state, suggesting that these proteins might play important roles in regulating hepatic metabolism. We further demonstrated that FADS3 accumulates at MERCs under starvation. FADS3 was proved to play important role for the maintenance of MERCs in both cell lines and mice liver. Deficiency of FADS3 in mice liver induces altered sphingolipid metabolism under starvation. Our study provided comprehensive insights into the composition and dynamics of mitochondria-ER contacts in hepatocytes under various metabolic conditions, and also revealed key regulatory proteins linking mitochondria-ER contacts and metabolic adaptation. [Image: see text] The online version contains supplementary material available at 10.1186/s12964-026-02679-5. Show less

ObjectiveColorectal cancer (CRC) patients with high microsatellite instability (MSI-H) and mismatch repair deficiency (dMMR) had heterogeneous pathology and distinct prognoses. This study aimed to examine the difference in the gene expression profile of dMMR/MSI-H CRC patients with different disease stages and explore the different molecular mechanisms of disease progression.MethodsA total of 47 patients with dMMR/MSI-H CRC were enrolled and retrospectively studied, including 27 stage II and 20 stage IV patients. Each patient had paired tumor tissue and white blood cell samples, which were analyzed by next-generation sequencing (NGS) of 416 cancer-relevant genes. Pathway enrichment analysis was then performed to analyze the disease stage-specific signaling pathways.ResultsA total of 2878 mutation sites, spanning 378 mutated genes, were detected from the 47 dMMR/MSI-H CRC patients. The mutation frequencies of SMARCA4, EPHA3, MTHFR, RAD50, and PDGFRB were significantly higher in stage II patients than in stage IV patients ( Show less

Chemotherapy-induced myelosuppression (MYE) remains a major dose-limiting toxicity that severely compromises treatment efficacy and patient outcomes, while effective therapeutic agents are still lacking. This study aimed to evaluate the therapeutic effects of 20(S)-protopanaxadiol-human serum albumin nanoparticles (20(S)-PPD-HSA NPs) on cyclophosphamide-induced MYE and to elucidate the underlying mechanisms. 20(S)-PPD-HSA NPs were characterized by electron microscopy, particle size, zeta potential, drug loading, and encapsulation efficiency. A cyclophosphamide-induced MYE mouse model was established. Hematopoietic recovery was evaluated via blood counts, ELISA for granulocyte colony-stimulating factor (G-CSF), and flow cytometry for Lin The 20(S)-PPD-HSA NPs exhibited a uniform nanostructure and excellent drug delivery performance. In vivo, the 20(S)-PPD-HSA NPs significantly alleviated cyclophosphamide-induced hematopoietic dysfunction, restored the structure of bone marrow and spleen tissues, and markedly increased the number of LSK cells, with their therapeutic effect being independent of elevated G-CSF levels. Further studies demonstrated that the 20(S)-PPD-HSA NPs activated the FGFR1/ERK signaling pathway, an effect that was partially blocked by FGFR1 or ERK inhibitors. In vitro, 20(S)-PPD-HSA NPs promoted the proliferation of OP9 cells and murine splenic stromal cells, inhibited apoptosis, DNA damage, and cellular senescence, and upregulated SCF and SDF-1 expression via activation of the FGFR1/ERK pathway. Co-culture experiments further confirmed that the NPs improved the hematopoietic microenvironment and enhanced the stromal cells' hematopoietic support function. 20(S)-PPD-HSA NPs effectively enhanced medullary and extramedullary hematopoietic functions in cyclophosphamide-induced MYE mice by activating the FGFR1/ERK pathway, independent of increased G-CSF levels. These findings highlight 20(S)-PPD-HSA NPs as a promising therapeutic strategy for chemotherapy-induced myelosuppression. Show less

Interleukin-27 (IL-27) is an immunoregulatory cytokine, but its role in B-cell haematopoiesis and B-cell acute lymphoblastic leukaemia (B-ALL) within the bone marrow (BM) niche remains unclear. IL-27 was delivered in vivo using adeno-associated virus. B-cell reconstitution, mixed BM chimeras, and an N-myc-driven B-ALL model were analysed by flow cytometry, transcriptional profiling, and survival studies. Group comparisons were assessed using Student's t-test, and survival was evaluated by Kaplan-Meier analysis with log-rank tests. Sustained IL-27 expression selectively impaired B-cell reconstitution while preserving overall haematopoietic recovery, with marked reductions in CLPs and early B-cell subsets. IL-27 directly inhibited early B-lineage differentiation and concurrently remodelled the BM microenvironment by downregulating VCAM-1, ICAM-2, CXCL12, and IGF-1. These niche alterations were associated with reduced BM-resident B-ALL burden, enhanced chemotherapy efficacy, and improved survival in B-ALL-bearing mice. IL-27 showed no direct cytotoxicity toward B-ALL cells, supporting an indirect, niche-mediated mechanism. IL-27 constrains B-cell haematopoiesis and B-ALL progression through coordinated progenitor inhibition and BM niche remodelling, revealing a cytokine-driven strategy with the potential to enhance leukaemia therapy. This work was supported by the National Key R&D Program of China (Grant No. 2021YFA1100800 to A.-B.L.) and the National Natural Science Foundation of China (Grant No. 82100180). Show less

Massive open online courses (MOOCs) have transformed global education, yet their long-term effectiveness and evolving learner engagement remain underexplored. This study aims to comprehensively evaluate a nursing MOOC over six years, examining learner engagement, identifying distinct learner profiles, and assessing changes across different developmental stages to inform future MOOC design. A retrospective study was conducted on 4171 completers of the Medical Nursing MOOC on a Chinese MOOC platform, covering eleven semesters from 2018 to 2023. Latent profile analysis (LPA) categorized learners based on unit test scores, and profile distributions were compared across the MOOC's developmental stages. The Medical Nursing MOOC attracted 69,642 registrants with a 5.99% completion rate. Among the 4171 individuals who completed the course, latent profile analysis identified six distinct learner types, demonstrating significant differences in overall learning effect (H = 2823.604, P < 0.001). The chi-squared analysis revealed significant differences between the proportions of the six profiles regarding MOOC developmental stages (χ Findings highlight the evolving role of MOOCs in nursing education. Despite challenges in long-term engagement, the increasing proportion of highly engaged learners and declining dropout rates indicate growing effectiveness and sustainability. These insights provide evidence-based guidance for optimizing MOOC design and implementation. Show less

Parents of children with congenital heart disease (CHD) face chronic stress impairing family functioning and well-being. As a key protective factor, family resilience aids their adaptation. However, existing research predominantly measures general family resilience, neglecting heterogeneous resilience patterns and subgroup profiles. Our study uses person-centered Latent Profile Analysis (LPA) to identify latent family resilience classes in Chinese culture to provide tailored support. This study adopted a cross-sectional survey design. From October 2024 to July 2025, convenience sampling was used to recruit 426 eligible parents of children with CHD from two tertiary hospitals in Yunnan Province, China. Data were collected using the General Information Questionnaire, Family Hardiness Index (FHI), Simplified Coping Style Questionnaire (SCSQ), and Social Support Rating Scale (SSRS). LPA was applied to classify the family resilience levels of these parents. Subsequently, univariate and multivariate ordinal logistic regression analyses were conducted to explore the factors associated with different latent classes of family resilience. A total of 400 valid questionnaires were collected, with an effective response rate of 93.9%. The mean total score for family resilience in parents of children with CHD was 58.13 ± 5.79, suggesting a moderate overall level of family resilience in this group. The family resilience of parents of children with CHD was classified into three latent profiles: “High family resilience responsibility-anchored type” ( Parents of children with CHD demonstrate heterogeneity in family resilience. Healthcare professionals should pay attention to the family resilience differences among parents of children with CHD and implement targeted intervention measures based on the characteristics of different subgroups, thereby enhancing parents’ family resilience and further promoting family well-being. The online version contains supplementary material available at 10.1186/s12889-025-26143-0. Show less

To develop a deep-learning model for segmenting and classifying adrenal nodules as either lipid-poor adenoma (LPA) or nodular hyperplasia (NH) on contrast-enhanced computed tomography (CECT) images. This retrospective dual-center study included 164 patients (median age 51.0 years; 93 females) with pathologically confirmed LPA or NH. The model was trained on 128 patients from the internal center and validated on 36 external cases. Radiologists annotated adrenal glands and nodules on 1-mm portal-venous phase CT images. We proposed Mamba-USeg, a novel state-space models (SSMs)-based multi-class segmentation method that performs simultaneous segmentation and classification. Performance was evaluated using the mean Dice similarity coefficient (mDSC) for segmentation and sensitivity/specificity for classification, with comparisons made against MultiResUNet and CPFNet. From per-slice segmentation, the model yielded an mDSC of 0.855 for the adrenal gland; for nodule segmentation, it achieved mDSCs of 0.869 (LPA) and 0.863 (NH), significantly outperforming two previous models-MultiResUNet (LPA, p < 0.001; NH, p = 0.014) and CPFNet (LPA, p = 0.003; NH, p = 0.023). Classification performance from per slice demonstrated sensitivity of 95.3% (95% confidence interval [CI] 91.3-96.6%) and specificity of 92.7% (95% CI: 91.9-93.6%) for LPA, and sensitivity of 94.2% (95% CI: 89.7-97.7%) and specificity of 91.5% (95% CI: 90.4-92.4%) for NH. The classification accuracy for patients from external sources was 91.7% (95% CI: 76.8-98.9%). The proposed multi-class segmentation model can accurately segment and differentiate between LPA and NH on CECT images, demonstrating superior performance to existing methods. Question Accurate differentiation between LPA and NH on imaging remains clinically challenging yet critically important for guiding appropriate treatment approaches. Findings Mamba-Useg, a multi-class segmentation model utilizing pixel-level analysis and majority voting strategies, can accurately segment and classify adrenal nodules as LPA or NH. Clinical relevance The proposed multi-class segmentation model can simultaneously segment and classify adrenal nodules, outperforming previous models in accuracy; it significantly aids clinical decision-making and thereby reduces unnecessary surgeries in adrenal hyperplasia patients. Show less

Organic and organic-inorganic hybrid materials exhibiting room-temperature phosphorescence (RTP) and long persistent luminescence (LPL) materials have attracted growing attention for various time-resolved optoelectronic applications. To date, realizing intrinsically distinct RTP and LPL emissions within a single material system remains elusive, yet it is crucial for unlocking multifunctional applications such as multilevel optical encryption. Here, a Mn Show less

Sevoflurane, a widely used volatile anesthetic, has raised concerns regarding its potential developmental toxicity, particularly due to its extensive application in non-obstetric surgeries and fetal intervention procedures during pregnancy. However, its effects on heart development and function remain unclear. Using zebrafish larvae as a model, we investigated the effects of prolonged sevoflurane exposure (0.04-0.08%) from 10 to 72 h post-fertilization (hpf). Under these conditions, treated larvae exhibited dose-dependent developmental abnormalities, including reduced body length, pericardial edema, and impaired heart tube looping. Cardiac function analysis revealed significant decreases in ejection fraction, stroke volume, heart rate, and cardiac output, indicating impaired cardiac contractility and pumping efficiency. These functional impairments were accompanied by structural changes including ventricular wall thinning and chamber dilation, along with upregulation of cardiac stress markers (nppa, nppb) - characteristic features of dilated cardiomyopathy (DCM). Molecular analysis demonstrated downregulation of sarcomeric (tnnt2a, mybpc3) and calcium-handling (atp2a2a, slc8a1a) genes, suggesting disruption of sarcomere integrity and calcium homeostasis. Additionally, sevoflurane exposure elevated inflammatory cytokines (il-6, tnf-α, il-1β) and promoted leukocyte infiltration into cardiac tissue. RNA sequencing analysis implicated dysregulation of Apelin signaling pathway, with reduced prkaa2 (AMPKα2) expression and phosphorylation observed in both zebrafish and H9C2 cardiomyocytes. Critically, pharmacological activation of AMPK using A-769662 effectively mitigated sevoflurane-induced cardiotoxicity, identifying AMPKα2 as a potential therapeutic target. Collectively, these findings delineate the molecular mechanisms underlying sevoflurane-induced developmental cardiotoxicity following prolonged exposure in zebrafish and suggest that targeting AMPKα2 signaling merits investigation as a potential strategy to mitigate anesthetic-related cardiac developmental risks. Show less

Hepatic intercellular communication is the driving force for the progression of chronic Hepatitis B virus (CHB)-associated hepatopathologies, with the dynamic molecular mechanisms largely unknown. Combining scRNA-seq and spatial transcriptomic analysis, the kinetic landscape of the liver microenvironment across time and space in AAV-HBV mice, which develop from inflammation to ultimately hepatocellular carcinoma is generated. Kupffer cells (KCs), originally resided within the peri-portal area, are persistently recruited to the HBV-enriched peri-central region via increased CXCL9 produced by endothelial cells, facilitating the interaction between KCs and HBV Show less

Colorectal cancer (CRC) is a highly aggressive malignancy prone to liver metastasis, which significantly worsens prognosis of patients. Autophagy supports tumor cell survival by meeting metabolic demands and evading programmed cell death. This study aimed to develop a prognostic risk signature for CRC patients by integrating autophagy- and metastasis-related genes and to investigate its association with the tumor immune microenvironment and implications for immunotherapy. Weighted gene co-expression network analysis (WGCNA) identified candidate genes related to autophagy and liver metastasis. Univariate Cox and LASSO regression analyses were employed to develop a risk signature in the TCGA cohort, which was subsequently validated using an independent GEO cohort. Functional enrichment, immune infiltration, the heterogeneity and dynamics of macrophages and A prognostic risk signature incorporating six biomarkers ( In our study, we developed and validated a novel autophagy- and liver metastasis-associated prognostic signature for CRC. The risk signature effectively predicts alterations in the tumor immune microenvironment, immunotherapy, chemotherapy sensitivity and intercellular communication across different risk groups. Importantly, our findings reveal that autophagy and liver metastasis synergistically foster an immunosuppressive microenvironment, highlighting a potential target for therapeutic intervention. Show less

Defects in mitochondrial energy metabolism in injured tubular epithelial cells (TECs) are a well-recognized hallmark of kidney injury pathogenesis; however, the key target leading to this defect during the acute kidney injury (AKI)-to-chronic kidney disease (CKD) transition remains elusive. Here, we found that during the AKI-to-CKD transition, the increased WW domain containing E3 ubiquitin protein ligase 2 (WWP2) was shuttled to the mitochondria and disabled TEC mitochondrial energy metabolism by ubiquitinating and degrading complex II subunit succinate dehydrogenase complex subunit C (SDHC), leading to oxidative phosphorylation (OXPHOS) disability and aggravated TEC maladaptive repair. Preemptive and late depletion of Wwp2 both ameliorated unilateral ischemia-reperfusion (UIR) injury-induced AKI-to-CKD transition, and tubular-specific Wwp2 depletion resulted in the same protective phenotype. Furthermore, Sdhc knockdown abolished the protective effects of Wwp2 deletion in UIR mice. Conversely, SDHC overexpression attenuated OXPHOS impairment and TEC injury following WWP2 overexpression. Finally, we leveraged high-throughput virtual screening, enzyme activity assays, and binding affinity assays to identify two candidate WWP2 inhibitors. Both inhibitors significantly improved TEC maladaptive repair and deferred the AKI-to-CKD transition. Overall, we identified WWP2 as a critical regulator of mitochondrial OXPHOS integrity in maladaptive repairing TECs and identified two WWP2 inhibitors as potential drug candidates for interrupting the AKI-to-CKD transition. Show less

Lysosomes regulate cellular metabolism to maintain cell survival, but the mechanisms whereby they determine neuronal cell fate after acute metabolic stress are unknown. Neuron-enriched lysosomal membrane protein LAMP2A is involved in selective chaperone-mediated autophagy and exosome loading. This study demonstrates that abnormalities in the neuronal LAMP2A-lysosomal pathway cause neurological deficits following ischemic stroke and that this is an early inducer of the PANoptosis-like molecular pathway and neuroinflammation, simultaneously inducing upregulation of FADD, RIPK3, and MLKL after ischemia. Quantitative proteomic and pharmacological analysis showed that after acute metabolic stress, the neuronal LAMP2A pathway induced acute synaptic degeneration and PANoptosis-like responses involving downregulation of protein kinase A (PKA) signaling. LAMP2A directed post-stroke lysosomal degradation of adenylyl cyclases (ADCY), including ADCY1 and ADCY3 in cortical neurons. Post-stroke treatment with cAMP mimetic or ADCY activator salvaged cortical neurons from PANoptosis-like responses and neuroinflammation, suggesting that the neuronal ADCY-cAMP-PKA axis is an upstream arrester of the pathophysiological process following an ischemic stroke. This study demonstrates that the neuronal LAMP2A-lysosmal pathway drives intricate acute neurodegenerative and neuroinflammatory responses after brain metabolic stress by downregulating the ADCY-PKA signaling cascade, and highlights the therapeutic potential of PKA signal inducers for improving stroke outcomes. Show less

We aimed to discover the biomarkers associated with UI and their correlation with immune cell infiltration. The GSE165004 data set was extracted from the Gene Expression Omnibus and IRGs were obtained from Immport and InnateDB databases. Differential expression analysis, WGCNA, and three machine learning algorithms (LASSO, SVM, and random forest) were used to determine the immune-related hub biomarkers for UI. The diagnostic performance of these markers was evaluated in GSE165004 and validation set (GSE16532). Furthermore, single-sample GSEA was employed to analyze the infiltration level of immune cells and Spearman analysis was conducted to assess the correlation between biomarker and immune cells. The functional enrichment and potential drugs for each biomarker were explored. The biomarker genes were validated in clinical samples by real time PCR assay. Six shared genes (ANXA2, CD300E, IL27RA, SEMA3F, GIPR, and WFDC2) were identified as diagnostic biomarkers by integration analysis. ROC analysis revealed that these markers had diagnostic value for UI both in training and validation sets. Moreover, these biomarkers are closely associated with immune cells, such as natural killer T cells and effector memory CD8 T cells. GSEA analysis showed that these genes were mainly involved in chromosome and mitochondria-related biological functions. Drug prediction indicated that all genes targeted Benzo(a)pyrene. All the biomarker genes, expect for GIPR were differentially expressed in endometrium tissues of UI patients, compared with controls. This study identified immune-related diagnostic biomarkers in UI, providing new insights into understanding the molecular mechanisms and therapeutic targets of UI. Show less

This study investigates the relationships between melanocortin-4 receptor (MC4R) rs17782313 gene polymorphisms, low-fat diet, aerobic exercise, and the reduction in blood lipid levels in individuals with obesity. A total of 240 adults living with obesity were enrolled to take part in a 12-week program that combined exercises with dietary interventions. Measurements taken included body weight, body mass index (BMI), plasma lipids, fasting insulin (FIN), and insulin resistance (Homeostasis Model Assessment, HOMA-IR). All participants underwent exercise intervention and genotyping. Our findings revealed significant interactions between genotype, sex, and diet in modulating lipid metabolism. Specifically, after the exercise intervention, the mean reduction in BMI in was: CC+CT with low-fat diet: -2.56 ± 1.98 kg/m The CC+CT genotype group, particularly males on a low-fat diet, showed robust improvements in TG, LDL-C, and insulin resistance markers. However, HDL-C responses were inconsistent across subgroups. Notably, males with the CC+CT allele exhibited the most pronounced benefits in LDL-C reduction and HOMA-IR improvement with a low-fat diet. Show less