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Pan-cancer multi-omics profiling of OAS3 reveals its immunological and prognostic associations across human cancers. OAS3的泛癌症多组学分析揭示了其在人类癌症中的免疫学和预后关联。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20805
Xi Zhang, Hongyan Zhang, Liang Zhong, Wei Yang, Chunhui Yang, Yuqing Pan, Beizhong Liu

Background: The enzyme 2'-5'-oligoadenylate synthetase 3 (OAS3) plays a well-established role in antiviral immunity, but its involvement in cancer biology remains poorly understood. This study aimed to comprehensively investigate the expression patterns, mutation characteristics, prognostic significance, functional roles, and therapeutic potential of OAS3 across multiple cancer types.

Methods: Utilizing multi-omics data from public cancer databases, we analyzed OAS3 expression patterns, survival correlations, immune interactions, pathway enrichment, genomic associations, mutation profiles, and functional validation of OAS3 knockdown in THP-1 cells for apoptosis assays.

Results: OAS3 expression was significantly upregulated in 32 cancer types, highlighting its context-dependent roles as an oncogene. The expression patterns of OAS3 were found to be stage-specific and cancer-specific across multiple tumor types. Survival analysis revealed that high OAS3 expression was significantly associated with unfavorable prognosis in several cancers. Further analyses demonstrated that OAS3 expression was correlated with immune-related genes, immune checkpoints, tumor stemness, and immune cell infiltration across multiple tumor types. Moreover, gene set enrichment profiling revealed significant involvement of OAS3 in interferon response and immune regulation, with prominent enrichment in Janus kinase-signal transducer and activator of transcription (JAK-STAT) and Notch signaling pathways. Mutation analysis highlighted high mutation frequencies of OAS3 in several cancer types, especially in endometrial cancer and melanoma. Comprehensive molecular profiling further identified significant associations between OAS3 expression levels and key genomic features (tumor mutation burden, homologous recombination deficiency and RNA modification-related proteins). Besides, OAS3's expression was associated with key processes such as cell cycle regulation and immune evasion, further underscoring its potential as a therapeutic target in lung and breast cancers. Finally, we found that OAS3 was observably related with some mutation types (CEBPA, FLT3 internal tandem duplication, NRAS, and EVI1 expression) in patients with acute myeloid leukemia (LAML). Functional validation through RNA interference demonstrated that OAS3 knockdown significantly induced apoptosis in THP-1 cells.

Conclusion: This study demonstrates that OAS3 acts as a pivotal modulator in the complex network of cancer progression, highlighting its dual role in both tumorigenesis and immune response regulation.

背景:酶2'-5'-寡聚腺苷酸合成酶3 (OAS3)在抗病毒免疫中起着公认的作用,但其在癌症生物学中的作用仍然知之甚少。本研究旨在全面探讨OAS3在多种癌症类型中的表达模式、突变特征、预后意义、功能作用和治疗潜力。方法:利用来自公共癌症数据库的多组学数据,我们分析了THP-1细胞中OAS3的表达模式、生存相关性、免疫相互作用、途径富集、基因组关联、突变谱和OAS3敲低的功能验证,用于凋亡实验。结果:OAS3在32种癌症类型中的表达显著上调,突出了其作为癌基因的环境依赖性作用。OAS3的表达模式在多种肿瘤类型中具有分期特异性和癌症特异性。生存分析显示,在几种癌症中,OAS3的高表达与不良预后显著相关。进一步分析表明,OAS3的表达与多种肿瘤类型的免疫相关基因、免疫检查点、肿瘤干性和免疫细胞浸润相关。此外,基因集富集分析显示OAS3显著参与干扰素应答和免疫调节,在Janus激酶信号传导和转录激活因子(JAK-STAT)和Notch信号通路中富集。突变分析强调了OAS3在几种癌症类型中的高突变频率,特别是在子宫内膜癌和黑色素瘤中。综合分子分析进一步确定了OAS3表达水平与关键基因组特征(肿瘤突变负担、同源重组缺陷和RNA修饰相关蛋白)之间的显著关联。此外,OAS3的表达与细胞周期调节和免疫逃避等关键过程相关,进一步强调了其作为肺癌和乳腺癌治疗靶点的潜力。最后,我们发现OAS3与急性髓系白血病(LAML)患者的一些突变类型(CEBPA、FLT3内部串联重复、NRAS和EVI1表达)有明显的相关性。通过RNA干扰功能验证表明,OAS3敲低可显著诱导THP-1细胞凋亡。结论:本研究表明OAS3在复杂的肿瘤进展网络中起着关键的调节作用,突出了其在肿瘤发生和免疫反应调节中的双重作用。
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引用次数: 0
Interactions between dense seasonal macroalgal mats and oysters on natural and constructed shellfish reefs. 天然和人工贝类礁上密集的季节性大藻垫与牡蛎的相互作用。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20682
Carter S Smith, Michelle C Brodeur, Stephanie R Valdez, F Joel Fodrie, Y Stacy Zhang

Oysters are important coastal foundation species that provide valuable hard substrate for the recruitment of epibiotic organisms in environments otherwise dominated by soft sediment. Yet, their interactions with epibionts are relatively understudied. Despite the proliferation of macroalgal mats across the Southeastern United States in winter months, the relationship between oysters (Crassostrea virginica) and seasonal macroalgae is poorly understood. We conducted an observational field survey and two manipulative field experiments to document seasonal macroalgal dynamics on intertidal oyster reefs and to better understand the interaction between the oysters and algae. We found that algal mats in North Carolina were primarily composed of two genera, Ulva and Ectocarpus, which together reached extremely high cover (up to 100%) over large areas of reef. Macroalgae appeared in January and declined in May, with peak cover in February and March. Algal cover was significantly higher on constructed oyster reefs vs. natural oyster reefs. Our field experiments showed that algal cover was significantly higher on dead oyster mimics vs. live oysters, suggesting that the primary mechanism of algal facilitation is associated with the provisioning of hard substrate rather than fertilization. Reciprocally, we found no significant effects of macroalgae on oyster abundance or growth, likely due to relatively low algal cover in the experimental treatments. With a predicted proliferation of macroalgae under global change, our study highlights the important role that intertidal oyster reefs play in providing substrate for macroalgae, but more research on this key species interaction in intertidal areas of the Southeastern United States is needed.

牡蛎是重要的海岸基础物种,在软沉积物为主的环境中为表层生物的招募提供了有价值的硬基质。然而,它们与表观生物的相互作用研究相对较少。尽管在冬季,美国东南部的大型藻垫大量繁殖,但牡蛎(Crassostrea virginica)和季节性大型藻之间的关系却知之甚少。为了更好地了解牡蛎和藻类之间的相互作用,我们进行了一次野外观测和两次野外操作实验,记录了潮间带牡蛎礁上的季节性大藻动态。我们发现北卡罗来纳州的藻垫主要由两个属组成,Ulva和Ectocarpus,它们在大面积的珊瑚礁上达到了极高的覆盖率(高达100%)。大藻在1月出现,5月减少,2月和3月达到覆盖高峰。人工牡蛎礁上的藻类覆盖明显高于天然牡蛎礁。我们的野外实验表明,藻类覆盖在模拟死牡蛎上明显高于模拟活牡蛎,这表明藻类促进的主要机制与提供硬基质有关,而不是与受精有关。相反,我们发现大型藻类对牡蛎丰度或生长没有显著影响,可能是由于实验处理中藻类覆盖率相对较低。随着全球变化对大型藻类增殖的预测,我们的研究强调了潮间带牡蛎礁在为大型藻类提供基质方面的重要作用,但需要对美国东南部潮间带地区的这一关键物种相互作用进行更多的研究。
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引用次数: 0
Epigenetic activation of SLC7A11 defines a ferroptosis-immune axis and enables robust DNA methylation-based diagnosis of lung squamous cell carcinoma. SLC7A11的表观遗传激活定义了一个铁中毒免疫轴,并使基于DNA甲基化的肺鳞状细胞癌诊断成为可能。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20686
Hui-Ping Lu, Kesong Nong, Lingling Pang, Yulu Tang, Qi Li, Zhendong Chen, Li Xiao, Liangqin Zhu, Dongming Li, Yiyang Chen, Guoqiang Chen, Jingwen Ling, Jiandi Li, Gang Chen, Yi-Wu Dang

Background: Lung squamous cell carcinoma (LUSC) currently lacks reliable biomarkers for early diagnosis and precision therapy. While Solute Carrier Family 7 Member 11 (SLC7A11) plays key roles in ferroptosis resistance, redox homeostasis and tumor progression, its epigenetic regulation, diagnostic potential, and immunological functions in LUSC remain poorly understood.

Methods: Multi-omics data from The Cancer Genome Atlas (TCGA), Clinical Proteomic Tumor Analysis Consortium (CPTAC), Gene Expression Omnibus (GEO) and an in-house cohorts of 173 LUSC patients were integrated to characterize SLC7A11 DNA methylation, mRNA, and protein levels. Four methylation probes were utilized to construct diagnostic models, including Generalized Linear Model (GLM), Least Absolute Shrinkage and Selection Operator (LASSO), Random Forest (RF), and Extreme Gradient Boosting (XGB). These models were validated internally (via 10-fold cross-validation and bootsrtapping) and externally using the GSE121849 dataset. Model interpretability was examined through SHapley Additive exPlanations (SHAP). Additionally, immune infiltration, pathway enrichment and drug sensitivity analyses were performed to explore ferroptosis-associated and immunity-related mechanisms.

Results: SLC7A11 exhibited LUSC-specific epigenetic activation, characterized by promoter hypomethylation, mRNA upregulation, and protein overexpression across cohorts. The four-probe GLM diagnostic model achieved superior performance (AUC = 0.985 in TCGA; AUC = 1.000 in GSE121849), with SHAP identifying cg02102889 (TSS1500) as the most influential probe. While SLC7A11 expression and methylation were not significantly associated with survival in the overall cohort, high SLC7A11 predicted poorer outcomes in female patients and those with pathologic T3 & T4 stage disease. Mechanistically, SLC7A11-high tumors displayed ferroptosis-resistant and immunosuppressive phenotypes, including increased Programmed Death-Ligand 1 (PD-L1) expression and enrichment of regulatory T cells and M2 macrophages. Drug sensitivity profiling suggested resistance to Reactive Oxygen Species (ROS) inducers and Histone Deacetylase (HDAC) inhibitors, but enhanced sensitivity to recombinant tumor necrosis factor-related apoptosis-inducing ligand (rTRAIL) and 17-Allylamino-17-demethoxygeldanamycin.

Conclusion: SLC7A11 undergoes epigenetic activation in LUSC and enables a robust four-probe, methylation-based diagnostic model. Its expression is linked to ferroptosis resistance, immune evasion, and therapeutic response, supporting SLC7A11 as a promising biomarker for early diagnosis and personalized treatment in LUSC.

背景:肺鳞状细胞癌(LUSC)目前缺乏可靠的早期诊断和精确治疗的生物标志物。尽管溶质载体家族7成员11 (SLC7A11)在铁凋亡抵抗、氧化还原稳态和肿瘤进展中发挥关键作用,但其在LUSC中的表观遗传调控、诊断潜力和免疫功能仍知之甚少。方法:整合来自癌症基因组图谱(TCGA)、临床蛋白质组学肿瘤分析联盟(CPTAC)、基因表达综合(GEO)和173名LUSC患者的内部队列的多组学数据,以表征SLC7A11 DNA甲基化、mRNA和蛋白质水平。使用四种甲基化探针构建诊断模型,包括广义线性模型(GLM)、最小绝对收缩和选择算子(LASSO)、随机森林(RF)和极端梯度增强(XGB)。这些模型在内部(通过10倍交叉验证和引导)和外部使用GSE121849数据集进行验证。通过SHapley加性解释(SHAP)检验模型的可解释性。此外,通过免疫浸润、途径富集和药物敏感性分析来探索铁中毒相关和免疫相关的机制。结果:SLC7A11表现出lusc特异性表观遗传激活,其特征是启动子低甲基化、mRNA上调和蛋白质过表达。四探针GLM诊断模型在TCGA中AUC = 0.985,在GSE121849中AUC = 1.000,其中SHAP识别出cg02102889 (TSS1500)为最具影响力的探针。虽然SLC7A11的表达和甲基化与整个队列的生存没有显著相关,但高SLC7A11预测女性患者和病态性T3和T4期疾病患者的预后较差。在机制上,slc7a11含量高的肿瘤表现出抗铁性和免疫抑制表型,包括程序性死亡配体1 (PD-L1)表达增加以及调节性T细胞和M2巨噬细胞的富集。药物敏感性分析显示对活性氧(ROS)诱导剂和组蛋白去乙酰化酶(HDAC)抑制剂有耐药性,但对重组肿瘤坏死因子相关凋亡诱导配体(rTRAIL)和17-烯丙基氨基-17-去甲氧基格尔达霉素的敏感性增强。结论:SLC7A11在LUSC中经历表观遗传激活,并实现了一个强大的四探针、基于甲基化的诊断模型。它的表达与铁下垂抵抗、免疫逃避和治疗反应有关,支持SLC7A11作为LUSC早期诊断和个性化治疗的有希望的生物标志物。
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引用次数: 0
In vitro polyploid induction in Allium grayi Regel using colchicine. 秋水仙碱体外诱导灰葱多倍体的研究。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20790
Ting-Syuan Chen, Wei-Hung Zhang, Si-Yu Liu, Cheng-Ying Hung, Chien-Yuan Kao

Allium grayi Regel is a seasonally limited small perennial herb of the subfamily Allioideae, and is endemic to Matsu, Taiwan. The species possesses nutritious, ornamental value, and biological pharmacological activity. This study evaluated for the first time to induce polyploidy using the dissected bulb of A. grayi as explants in vitro, with the expectation of increasing the bulb size. Sterile bulbs were divided into four equal parts and pre-cultured under different durations before being soaked in a one g/L colchicine solution for 12 or 24 hours. Survival, regeneration, variation, and tetraploid induction rates were recorded, while ploidy levels were determined by flow cytometry and stomatal traits were measured microscopically. The results showed that pre-cultured treatment after dissecting the sterile bulbs increased the variation rate of the plants, with the group that was left static for 10 days before immersing in a one g/L colchicine liquid medium for 24 hours showing the best results. The variation rate reached 100%, and the induction rate of tetraploid plants reached 20% by flow cytometry examination. Among 123 regenerated shoots, 13 were chimeras and three stable tetraploid lines were established, all exhibiting larger stomata and lower stomatal density than diploids. These tetraploid lines provide great potential for future breeding and improvement of Matsu native shallot cultivars.

Allium grayi Regel是Allioideae亚科的一种季节性限制的多年生小草本植物,是台湾马祖特有的。该物种具有营养价值、观赏价值和生物药理活性。本研究首次评价了以灰参解剖鳞茎为外植体体外诱导多倍体的方法,并期望增加鳞茎的大小。将无菌球茎分成四等份,在不同时间下进行预培养,然后在1 g/L秋水仙碱溶液中浸泡12或24小时。记录存活、再生、变异和四倍体诱导率,用流式细胞术测定倍体水平,并在显微镜下测量气孔性状。结果表明,无菌球茎解剖后的预培养处理增加了植株的变异率,其中静置10天,然后在1 g/L秋水仙碱液体培养基中浸泡24小时的组效果最好。经流式细胞术检测,变异率达100%,四倍体植株诱导率达20%。在123个再生芽中,嵌合体13个,建立了3个稳定的四倍体系,均表现出比二倍体更大的气孔和更低的气孔密度。这些四倍体品系为今后马祖本地大葱品种的选育和改良提供了巨大的潜力。
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引用次数: 0
Jellyfish mucus-derived organic matter as a source of labile nutrients for the ambient microbial community. 水母黏液衍生的有机物作为环境微生物群落的不稳定营养物质的来源。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-12 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20784
Nathan Hubot, Sarah L C Giering, Neža Orel, Katja Klun, Gerhard J Herndl, Felix Hohaus, Cathy H Lucas, Tinkara Tinta

Jellyfish are increasingly recognized as a significant contributor to marine organic matter (OM) on a global scale, with implications for ecosystem dynamics. While the role of jellyfish detritus in microbial nutrient cycling has been explored, the contribution of OM released by live jellyfish-primarily as mucus (hereinafter referred to as mucus-associated OM, or MAOM)-remains understudied. This study investigates the release of organic and inorganic nutrients through MAOM from live jellyfish and their effects on ambient microbial communities in the northern Adriatic Sea using a series of leaching and short-term microcosm experiments. Our results show that per gram of MAOM dry weight from the jellyfish Aurelia spp, approximatively 2 µmol of phosphate, 4 µmol of dissolved inorganic nitrogen, 18 µmol dissolved organic nitrogen, 134 µmol of dissolved organic carbon and 15 µmol of dissolved free amino acids can be released in the ambient seawater in 24 h. Almost half of the OM is released as dissolved OM (DOM), of which a substantial part is low molecular weight (<1 kDa) molecules. During the first 20 h, the DOM fraction of MAOM was rapidly consumed by the ambient microbial community without a corresponding increase in biomass, likely due to nitrogen limitation. In the subsequent 22 h, microbial growth accelerated to 0.19 ± 0.03 h-1 until phosphate became limiting, leading to a sharp decline in microbial production. Our metagenomics analysis revealed that the MAOM-degrading microbial community, dominated by Gammaproteobacteria opportunistic copiotrophs, exhibited increased functional capacity for nutrient assimilation and OM degradation, particularly in the transport and metabolism of amino acids (particularly glycine and taurine) and phosphorus. These traits mirror those found in detritus-degrading microbial communities, suggesting that jellyfish blooms promote the emergence of specialized microbial consortia with shared metabolic capabilities. Taken together, our findings highlight that live jellyfish, through the release of OM, play an active and previously underappreciated role in shaping ambient microbial community dynamics and nutrient fluxes in marine systems affected by jellyfish blooms.

在全球范围内,水母越来越被认为是海洋有机物(OM)的重要贡献者,对生态系统动力学具有重要意义。虽然已经探索了水母碎屑在微生物营养循环中的作用,但活水母释放的OM的贡献-主要是粘液(以下简称粘液相关OM,或MAOM)-仍未得到充分研究。本研究通过一系列的浸出和短期的微观环境实验,研究了亚得里亚海北部活水母通过MAOM释放有机和无机营养物质及其对环境微生物群落的影响。我们的结果表明,每克MAOM干重的水母水母spp,近似地2µ磷酸的摩尔,4µ摩尔溶解无机氮、18µ摩尔溶解有机氮、134µ摩尔的溶解有机碳和15µ摩尔溶解自由氨基酸可以在周围的海水被释放在24 h。几乎一半的OM释放溶解OM (DOM),其中相当一部分是低分子量(1直到磷酸盐成为限制,导致微生物产量急剧下降。我们的宏基因组学分析显示,以伽马变形杆菌为主导的mamaproteobacteria opportunistic coiotrophs的mamaproteobacteria降解maom的微生物群落,在营养物质同化和OM降解方面表现出更高的功能能力,特别是在氨基酸(特别是甘氨酸和牛磺酸)和磷的运输和代谢方面。这些特征反映了在碎屑降解微生物群落中发现的特征,这表明水母的繁殖促进了具有共同代谢能力的专门微生物群落的出现。综上所述,我们的研究结果强调了活的水母通过释放OM,在水母繁殖影响的海洋系统中,在塑造环境微生物群落动态和营养通量方面发挥了积极的作用,这在以前被低估了。
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引用次数: 0
Psychological health outcomes of traditional Chinese exercises in older adults: a meta-analysis of randomized controlled trials. 老年人传统中国运动的心理健康结果:随机对照试验的荟萃分析
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20773
Di Geng, Xiaogang Li, Yan Shi

Background: In recent years, an increasing number of systematic reviews and meta-analyses have examined the health benefits of traditional Chinese exercises (TCEs). However, most of the reviews and meta-analyses have just focused on their effects on physical function in older adults. This study conducts a meta-analysis of existing randomized controlled trials (RCTs) to investigate the effects of TCEs on psychological health outcomes.

Methods: Five Chinese and English databases were searched from their inception to July 2, 2025. RCTs were included if they used TCE interventions to improve psychological health outcomes in older adults, such as depression, anxiety, subjective well-being, general self-efficacy, and self-esteem. Study screening and data extraction were performed independently by two reviewers at all stages. Meta-analyses were conducted using Rev Man 5.4 and Stata 17.0. Pre-determined subgroups included the type of TCEs, mode of the intervention, duration of the intervention, frequency of exercise, duration of the single exercise session, and type of control condition.

Result: This study included 42 RCTs involving 4,317 participants. The meta-analysis revealed that, compared to control groups, TCEs are more effective in improving depression (SMD = -0.51, 95% CI [-0.72 to -0.29], p < 0.00001), anxiety (SMD = -0.39, 95% CI [-0.63 to -0.15], p = 0.002), and subjective well-being among older adults (SMD = 1.07, 95% CI [0.18-1.96], p = 0.02). TCEs also showed positive effects on general self-efficacy (SMD = 0.63, 95% CI [-0.05 to 1.31], p = 0.07) and self-esteem (SMD = 0.54, 95% CI [-0.06 to 1.13], p = 0.08), although these effects are not statistically significant. Despite the high heterogeneity in some outcomes, the studies with heterogeneity did not have a significant effect on the results. None of the included studies reported any injuries or adverse events among the participants.

Conclusion: TCEs represent an effective and safe intervention that can significantly reduce depressive and anxiety symptoms among older adults, while also enhancing their subjective well-being. When implementing TCE interventions, it is recommended to adopt a group-based exercise class, with sessions lasting 30 to 50 minutes, conducted 3 to 5 times per week, for a minimum duration of 24 weeks.

Registration: PROSPERO (No. CRD420251067843).

背景:近年来,越来越多的系统综述和荟萃分析研究了中国传统运动(TCEs)的健康益处。然而,大多数评论和荟萃分析只关注它们对老年人身体功能的影响。本研究对现有随机对照试验(RCTs)进行荟萃分析,探讨tce对心理健康结局的影响。方法:检索自建库至2025年7月2日的5个中英文数据库。如果rct使用TCE干预来改善老年人的心理健康结果,如抑郁、焦虑、主观幸福感、一般自我效能和自尊,则纳入rct。研究筛选和数据提取在所有阶段由两名评论者独立完成。meta分析采用Rev Man 5.4和Stata 17.0进行。预先确定的亚组包括tce类型、干预模式、干预持续时间、运动频率、单次运动持续时间和控制条件类型。结果:本研究纳入42项随机对照试验,涉及4,317名受试者。荟萃分析显示,与对照组相比,tce在改善老年人抑郁(SMD = -0.51, 95% CI [-0.72 ~ -0.29], p p = 0.002)和主观幸福感(SMD = 1.07, 95% CI [0.18 ~ 1.96], p = 0.02)方面更有效。tce对一般自我效能(SMD = 0.63, 95% CI [-0.05 ~ 1.31], p = 0.07)和自尊(SMD = 0.54, 95% CI [-0.06 ~ 1.13], p = 0.08)也有积极影响,但这些影响没有统计学意义。尽管部分结果存在高异质性,但异质性研究对结果没有显著影响。纳入的研究中没有报告参与者中有任何伤害或不良事件。结论:tce是一种有效、安全的干预措施,可以显著减少老年人的抑郁和焦虑症状,同时提高老年人的主观幸福感。在实施TCE干预措施时,建议采用以小组为基础的运动课程,每次30至50分钟,每周进行3至5次,持续时间至少为24周。登记:普洛斯彼罗(普洛斯彼罗)CRD420251067843)。
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引用次数: 0
Chinese thyroid imaging reporting and data system with redefined marked hypoechogenicity for thyroid malignancy risk stratification demonstrates improved diagnostic accuracy. 中国甲状腺影像学报告和数据系统重新定义了甲状腺恶性危险分层的标记低回声,提高了诊断准确性。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20817
Yingxue Bai, Mingxin Yu, Size Wu

Purpose: Using ultrasound to distinguish between benign and malignant thyroid nodules can be challenging. The purpose of this study was to evaluate the diagnostic performance of a modified Chinese Thyroid Imaging Reporting and Data System (C-TIRADS) that incorporates a redefined criterion for marked hypoechogenicity in stratifying the malignancy risk of thyroid nodules.

Methods: In this retrospective study, we analyzed patients with thyroid nodules who underwent ultrasound examination and subsequent biopsy or treatment at a tertiary hospital between January 2022 and December 2023. Interobserver agreement in identifying marked hypoechogenicity between two reviewers was assessed using kappa statistics. Using histopathology as the reference standard, the diagnostic performance of three classification systems, including the classical C-TIRADS, the modified C-TIRADS, and the 2021 K-TIRADS, was compared in terms of sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, and the area under the receiver operating characteristic curve (AUC).

Results: The study included 1,219 patients with 1,721 thyroid nodules. After redefining marked hypoechogenicity, interobserver agreement (kappa) improved from 0.652 to 0.722. Compared to the original criterion, the redefined marked hypoechogenicity demonstrated significantly higher sensitivity (74.5% vs. 15.1%), accuracy (86.8% vs. 70.8%), and AUC (0.836 vs. 0.563) (all p < 0.05), with only a marginal reduction in specificity (92.6% vs. 97.4%, p > 0.05). The malignancy rates for the modified C-TIRADS categories were as follows: 12.0% (4a), 60.6% (4b), 85.8% (4c), and 93.3% (5). The optimal diagnostic thresholds were category 4b for both classical and modified C-TIRADS and category 4 for K-TIRADS. The modified C-TIRADS achieved superior accuracy (90.2% vs. 88.2% vs. 81.3%) and AUC (0.908 vs. 0.870 vs. 0.857) compared to the classical C-TIRADS and K-TIRADS, respectively (all pairwise p < 0.05).

Conclusion: The modified C-TIRADS, incorporating a redefined criterion of marked hypoechogenicity, shows improved diagnostic performance in stratifying the malignancy risk of thyroid nodules and provides risk assessments that align more closely with the expected probabilities outlined in the (classical) C-TIRADS guidelines.

目的:利用超声鉴别甲状腺结节的良恶性是非常有挑战性的。本研究的目的是评估改进后的中国甲状腺影像学报告和数据系统(C-TIRADS)的诊断性能,该系统纳入了一个重新定义的标准,用于区分甲状腺结节的恶性风险。方法:在这项回顾性研究中,我们分析了2022年1月至2023年12月在一家三级医院接受超声检查并随后活检或治疗的甲状腺结节患者。使用kappa统计评估两名评论者在识别显著低回声性方面的观察者间一致性。以组织病理学为参考标准,比较经典C-TIRADS、改良C-TIRADS和2021 K-TIRADS三种分类系统在敏感性、特异性、阳性预测值(PPV)、阴性预测值(NPV)、准确度和受试者工作特征曲线下面积(AUC)等方面的诊断性能。结果:该研究纳入1219例患者,共1721例甲状腺结节。重新定义标记低回声后,观察者间一致性(kappa)从0.652提高到0.722。与原始标准相比,重新定义的标记低回声性显示出更高的敏感性(74.5%对15.1%)、准确性(86.8%对70.8%)和AUC(0.836对0.563)(均p比97.4%,p < 0.05)。改良C-TIRADS分类的恶性率分别为12.0% (4a)、60.6% (4b)、85.8% (4c)和93.3%(5)。经典C-TIRADS和改良C-TIRADS的最佳诊断阈值为4b类,K-TIRADS的最佳诊断阈值为4类。与经典C-TIRADS和K-TIRADS相比,改良C-TIRADS的准确率(90.2% vs. 88.2% vs. 81.3%)和AUC (0.908 vs. 0.870 vs. 0.857)均优于经典C-TIRADS(均为两两p)。修改后的C-TIRADS纳入了重新定义的明显低回声性标准,在甲状腺结节恶性风险分层方面显示出更好的诊断性能,并提供了与(经典)C-TIRADS指南中概述的预期概率更接近的风险评估。
{"title":"Chinese thyroid imaging reporting and data system with redefined marked hypoechogenicity for thyroid malignancy risk stratification demonstrates improved diagnostic accuracy.","authors":"Yingxue Bai, Mingxin Yu, Size Wu","doi":"10.7717/peerj.20817","DOIUrl":"10.7717/peerj.20817","url":null,"abstract":"<p><strong>Purpose: </strong>Using ultrasound to distinguish between benign and malignant thyroid nodules can be challenging. The purpose of this study was to evaluate the diagnostic performance of a modified Chinese Thyroid Imaging Reporting and Data System (C-TIRADS) that incorporates a redefined criterion for marked hypoechogenicity in stratifying the malignancy risk of thyroid nodules.</p><p><strong>Methods: </strong>In this retrospective study, we analyzed patients with thyroid nodules who underwent ultrasound examination and subsequent biopsy or treatment at a tertiary hospital between January 2022 and December 2023. Interobserver agreement in identifying marked hypoechogenicity between two reviewers was assessed using kappa statistics. Using histopathology as the reference standard, the diagnostic performance of three classification systems, including the classical C-TIRADS, the modified C-TIRADS, and the 2021 K-TIRADS, was compared in terms of sensitivity, specificity, positive predictive value (PPV), negative predictive value (NPV), accuracy, and the area under the receiver operating characteristic curve (AUC).</p><p><strong>Results: </strong>The study included 1,219 patients with 1,721 thyroid nodules. After redefining marked hypoechogenicity, interobserver agreement (kappa) improved from 0.652 to 0.722. Compared to the original criterion, the redefined marked hypoechogenicity demonstrated significantly higher sensitivity (74.5% <i>vs.</i> 15.1%), accuracy (86.8% <i>vs.</i> 70.8%), and AUC (0.836 <i>vs.</i> 0.563) (all <i>p</i> < 0.05), with only a marginal reduction in specificity (92.6% <i>vs.</i> 97.4%, <i>p</i> > 0.05). The malignancy rates for the modified C-TIRADS categories were as follows: 12.0% (4a), 60.6% (4b), 85.8% (4c), and 93.3% (5). The optimal diagnostic thresholds were category 4b for both classical and modified C-TIRADS and category 4 for K-TIRADS. The modified C-TIRADS achieved superior accuracy (90.2% <i>vs.</i> 88.2% <i>vs.</i> 81.3%) and AUC (0.908 <i>vs.</i> 0.870 <i>vs.</i> 0.857) compared to the classical C-TIRADS and K-TIRADS, respectively (all pairwise <i>p</i> < 0.05).</p><p><strong>Conclusion: </strong>The modified C-TIRADS, incorporating a redefined criterion of marked hypoechogenicity, shows improved diagnostic performance in stratifying the malignancy risk of thyroid nodules and provides risk assessments that align more closely with the expected probabilities outlined in the (classical) C-TIRADS guidelines.</p>","PeriodicalId":19799,"journal":{"name":"PeerJ","volume":"14 ","pages":"e20817"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12906256/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202421","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of different cultivation methods on the rhizosphere microbial community and secondary metabolites of Houttuynia cordata Thunb. 不同栽培方法对鱼腥草根际微生物群落及次生代谢产物的影响。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20797
Fangmei Song, Die Fu, Anping Wang, Zhannan Yang, Tianhua Yu

This study aimed to investigate the effects of three distinct cultivation methods on the plant-soil system of Houttuynia cordata Thunb. specifically focusing on how they shape the rhizosphere microbial community and influence the accumulation of it is phenolic compounds. This study employed high-throughput sequencing of bacterial 16S rDNA and fungal ITS rDNA to assess the impact of three cultivation methods including in situ cultivation (ISC), indoor cultivation (IC), and tissue culture (TC) on the diversity and community structure of H. cordata rhizosphere soil microbes. Additionally, we explored the environmental drivers of phenotypic variations in secondary metabolite composition. Soil pH, urease (URA), total potassium (TK), and total nitrogen (TN) were significantly correlated with the accumulation of quercitrin, kaempferol-3-O-glucorhamnoside, isoquercitrin, and chlorogenic acid in H. cordata. Moreover, these environmental factors significantly influenced the rhizosphere microbial taxa Saitozyma, Lysobacter, Gemmata, and Penicillium. IC presents a sustainable approach for H. cordata cultivation, enhancing rhizosphere soil fertility and health. Furthermore, pH, URA, TK, and TN serve as key environmental drivers of secondary metabolite variation. These findings provide a foundation for establishing quality evaluation standards for H. cordata ensuring stable pharmacological efficacy, and facilitating further functional applications.

研究了三种不同栽培方式对鱼腥草植物-土壤系统的影响。特别关注它们如何塑造根际微生物群落并影响其积累的是酚类化合物。本研究采用细菌16S rDNA和真菌ITS rDNA的高通量测序,评估了原位培养(ISC)、室内培养(IC)和组织培养(TC)三种培养方法对棉籽根际土壤微生物多样性和群落结构的影响。此外,我们探索了次生代谢物组成表型变化的环境驱动因素。土壤pH、脲酶(URA)、全钾(TK)和全氮(TN)与槲皮素、山奈酚-3- o -葡萄糖苷、异槲皮素和绿原酸的积累呈显著相关。此外,这些环境因子对根际微生物类群齐藤菌、溶菌菌、芽孢菌和青霉有显著影响。菊苣是一种可持续种植的方法,可提高根际土壤肥力和健康。此外,pH、URA、TK和TN是次生代谢物变化的关键环境驱动因素。研究结果为建立鱼肝草质量评价标准奠定了基础,保证了鱼肝草稳定的药理作用,促进了鱼肝草进一步的功能应用。
{"title":"Effects of different cultivation methods on the rhizosphere microbial community and secondary metabolites of <i>Houttuynia cordata</i> Thunb.","authors":"Fangmei Song, Die Fu, Anping Wang, Zhannan Yang, Tianhua Yu","doi":"10.7717/peerj.20797","DOIUrl":"10.7717/peerj.20797","url":null,"abstract":"<p><p>This study aimed to investigate the effects of three distinct cultivation methods on the plant-soil system of <i>Houttuynia cordata</i> Thunb. specifically focusing on how they shape the rhizosphere microbial community and influence the accumulation of it is phenolic compounds. This study employed high-throughput sequencing of bacterial 16S rDNA and fungal ITS rDNA to assess the impact of three cultivation methods including <i>in situ</i> cultivation (ISC), indoor cultivation (IC), and tissue culture (TC) on the diversity and community structure of <i>H. cordata</i> rhizosphere soil microbes. Additionally, we explored the environmental drivers of phenotypic variations in secondary metabolite composition. Soil pH, urease (URA), total potassium (TK), and total nitrogen (TN) were significantly correlated with the accumulation of quercitrin, kaempferol-3-O-glucorhamnoside, isoquercitrin, and chlorogenic acid in <i>H. cordata</i>. Moreover, these environmental factors significantly influenced the rhizosphere microbial taxa <i>Saitozyma</i>, <i>Lysobacter</i>, <i>Gemmata</i>, and <i>Penicillium</i>. IC presents a sustainable approach for <i>H. cordata</i> cultivation, enhancing rhizosphere soil fertility and health. Furthermore, pH, URA, TK, and TN serve as key environmental drivers of secondary metabolite variation. These findings provide a foundation for establishing quality evaluation standards for <i>H. cordata</i> ensuring stable pharmacological efficacy, and facilitating further functional applications.</p>","PeriodicalId":19799,"journal":{"name":"PeerJ","volume":"14 ","pages":"e20797"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12906257/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146201990","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Prediction of lymph node metastasis in T1 colorectal cancer based on machine learning. 基于机器学习的T1型结直肠癌淋巴结转移预测。
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20500
Suyujie Shi, Xiongwu Li, Linjun Li, Haowen Zhong, Ruoyan Wang, Zhenyu Zhang, Chuyi Liao, Yun Mao, Meijie Yang, Yaying Yang

Background: Colorectal cancer (CRC) ranks as the third most frequently diagnosed cancer. Early diagnosis and precise risk assessment for lymph node metastasis (LNM) of T1 CRC, characterized by tumor confined to the mucosa and submucosa, essential for enhancing patient outcomes and informing therapeutic strategies. This project aims to use machine learning in refining clinical decision-making processes for T1 CRC patients, thereby laying the groundwork for more personalized and efficacious treatment protocols.

Methods: In this study, we analyzed data from 210 patients with T1 CRC who underwent surgical resection at the First Affiliated Hospital of Chongqing Medical University from 2017 to 2023. The datasets encompassed clinical, endoscopic, and pathological parameters, which were examined to identify potential predictors of LNM. A range of machine learning algorithms, including boosted trees, decision trees, logistic regression, multilayer perceptron (MLP), naïve Bayes, k-nearest neighbors (K-NN), random forest and support vector machine (SVM), were leveraged to construct a predictive model for LNM in T1 CRC.

Results: Our research demonstrated that the random forest algorithm outperformed other models in predictive performance for the risk of LNM. Furthermore, the model identified seven key risk factors associated with LNM. We found four novel LNM predictive indicators for T1 CRC: tumor submucosal invasion area, percentage of tumors with invasive carcinoma, poorly differentiated tumor cell clusters, and serrated lesions.

Conclusion: This study developed a risk predictive model for LNM in T1 CRC patients by utilizing eight machine learning algorithms. Four novel predictive indicators were identified, improving the accuracy of LNM prediction.

背景:结直肠癌(Colorectal cancer, CRC)是第三大最常诊断的癌症。T1型结直肠癌淋巴结转移(LNM)以肿瘤局限于粘膜和粘膜下层为特征,早期诊断和精确风险评估对提高患者预后和指导治疗策略至关重要。本项目旨在利用机器学习优化T1 CRC患者的临床决策过程,从而为更个性化和有效的治疗方案奠定基础。方法:在本研究中,我们分析了2017年至2023年在重庆医科大学第一附属医院接受手术切除的210例T1型结直肠癌患者的数据。数据集包括临床、内镜和病理参数,这些参数被检查以确定LNM的潜在预测因素。利用一系列机器学习算法,包括提升树、决策树、逻辑回归、多层感知器(MLP)、naïve贝叶斯、k-近邻(K-NN)、随机森林和支持向量机(SVM),构建T1 CRC中LNM的预测模型。结果:我们的研究表明,随机森林算法在预测LNM风险方面优于其他模型。此外,该模型确定了与LNM相关的七个关键风险因素。我们发现了四个新的LNM预测T1 CRC的指标:肿瘤粘膜下浸润面积、浸润性癌的肿瘤百分比、低分化肿瘤细胞群和锯齿状病变。结论:本研究利用8种机器学习算法建立了T1期CRC患者LNM的风险预测模型。确定了4个新的预测指标,提高了LNM预测的准确性。
{"title":"Prediction of lymph node metastasis in T1 colorectal cancer based on machine learning.","authors":"Suyujie Shi, Xiongwu Li, Linjun Li, Haowen Zhong, Ruoyan Wang, Zhenyu Zhang, Chuyi Liao, Yun Mao, Meijie Yang, Yaying Yang","doi":"10.7717/peerj.20500","DOIUrl":"10.7717/peerj.20500","url":null,"abstract":"<p><strong>Background: </strong>Colorectal cancer (CRC) ranks as the third most frequently diagnosed cancer. Early diagnosis and precise risk assessment for lymph node metastasis (LNM) of T1 CRC, characterized by tumor confined to the mucosa and submucosa, essential for enhancing patient outcomes and informing therapeutic strategies. This project aims to use machine learning in refining clinical decision-making processes for T1 CRC patients, thereby laying the groundwork for more personalized and efficacious treatment protocols.</p><p><strong>Methods: </strong>In this study, we analyzed data from 210 patients with T1 CRC who underwent surgical resection at the First Affiliated Hospital of Chongqing Medical University from 2017 to 2023. The datasets encompassed clinical, endoscopic, and pathological parameters, which were examined to identify potential predictors of LNM. A range of machine learning algorithms, including boosted trees, decision trees, logistic regression, multilayer perceptron (MLP), naïve Bayes, k-nearest neighbors (K-NN), random forest and support vector machine (SVM), were leveraged to construct a predictive model for LNM in T1 CRC.</p><p><strong>Results: </strong>Our research demonstrated that the random forest algorithm outperformed other models in predictive performance for the risk of LNM. Furthermore, the model identified seven key risk factors associated with LNM. We found four novel LNM predictive indicators for T1 CRC: tumor submucosal invasion area, percentage of tumors with invasive carcinoma, poorly differentiated tumor cell clusters, and serrated lesions.</p><p><strong>Conclusion: </strong>This study developed a risk predictive model for LNM in T1 CRC patients by utilizing eight machine learning algorithms. Four novel predictive indicators were identified, improving the accuracy of LNM prediction.</p>","PeriodicalId":19799,"journal":{"name":"PeerJ","volume":"14 ","pages":"e20500"},"PeriodicalIF":2.4,"publicationDate":"2026-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12906262/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146202273","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Effects of an 8-week liquid protein supplementation on resistance training adaptations in untrained healthy college students. 8周补充液体蛋白对未训练的健康大学生抗阻训练适应性的影响
IF 2.4 3区 生物学 Q2 MULTIDISCIPLINARY SCIENCES Pub Date : 2026-02-11 eCollection Date: 2026-01-01 DOI: 10.7717/peerj.20778
Qisijing Liu, Yi Guo, Dancai Fan, Bo Peng, Jin Wang, Ze Chen, Wentao Gu, Jian Wu, Zhenhua Niu, Shuo Wang, Yanrong Zhao

This study investigates the effects of 8 weeks of liquid protein supplementation on resistance-training adaptations in healthy, untrained college students. Thirty untrained male participants were randomized into two groups: a protein supplement (resistance training exercise (RTE) + protein) and a control (RTE). Both groups underwent resistance training exercises (RTE) three times per week for 8 weeks. The RTE + protein consumed a protein liquid supplement post-exercise, while the RTE consumed water. The results showed a higher degree of change in chest circumference (mean difference = 6.10 cm vs 3.36 cm), maximal bench press strength (mean difference = 16.00 kg vs 8.93 kg, P = 0.007) and maximal squat strength (mean difference = 42.33 kg and 27.32 kg, P = 0.018) in the RTE + protein group compared to the RTE group. Both groups demonstrated increases in thigh circumference, muscle mass, and maximal bench press and deep squat repetitions, but no significant differences were observed between the two groups. These findings suggest that post-exercise protein liquid supplementation can enhance the benefits of RTE on muscle strength and body circumference in young untrained adults. The study highlights the importance of post-exercise protein supplementation for beginners seeking to improve muscle performance, and future research should explore the long-term effects and optimal dosages of protein supplementation in different forms. This trial was registered with ChiCTR under the registration number ChiCTR2300076750.

本研究调查了8周补充液体蛋白对未接受训练的健康大学生抗阻训练适应性的影响。30名未经训练的男性参与者被随机分为两组:蛋白质补充组(抗阻训练运动(RTE) +蛋白质)和对照组(RTE)。两组均进行阻力训练(RTE),每周三次,持续8周。RTE +蛋白质组在运动后补充了蛋白质液体,而RTE组则补充了水。结果显示,与RTE组相比,RTE +蛋白质组胸围(平均差值为6.10 cm vs 3.36 cm)、最大卧推力量(平均差值为16.00 kg vs 8.93 kg, P = 0.007)和最大深蹲力量(平均差值为42.33 kg和27.32 kg, P = 0.018)的变化程度更高。两组都表现出大腿围、肌肉量、最大卧推和深蹲重复次数的增加,但两组之间没有显著差异。这些研究结果表明,运动后补充蛋白液体可以增强RTE对未经训练的年轻成年人肌肉力量和身体围度的益处。这项研究强调了运动后补充蛋白质对寻求改善肌肉表现的初学者的重要性,未来的研究应该探索不同形式的蛋白质补充的长期效果和最佳剂量。该试验已在ChiCTR注册,注册号为ChiCTR2300076750。
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