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Integrating single-nucleus barcoding with spatial transcriptomics via Stamp-seq to reveal immunotherapy response-enhancing functional modules in NSCLC. 通过Stamp-seq整合单核条形码和空间转录组学,揭示非小细胞肺癌免疫治疗反应增强功能模块。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-02-05 DOI: 10.1038/s41421-025-00861-6
Yitong Pan, Huan Yan, Jinhuan Han, Rui Wu, Caiming Xu, Guang Lei, Xingyong Ma, Ying Guan, Zhao Li, Junyuan Deng, Keyu Li, Qingquan Wei, Guangxin Zhang, Lei Liu, Ajay Goel, Zhou Yang, Shaozhuo Jiao, Yongchang Zhang, Chenxi Tian

Deciphering the spatial organization of cell states is fundamental for understanding development, tissue homeostasis and disease. Emerging advances in spatial transcriptomic profiling techniques allow transcript localization but face limitations in unambiguous cell state assignments due to cellular boundary inference, low gene detection and prohibitive cost. Here, a method, Stamp-seq, is developed that leverages custom-fabricated high-density DNA sequencing chips to label single nuclei with restriction enzyme-cleavable spatial barcodes. Stamp-seq spatial barcodes are distributed at a density of 1.6 μm on the chip, allowing for single physical cell resolution with precise subtype classification and spatial mapping (with an average 4 μm localization error) and reduced cost. We utilize Stamp-seq to delineate chemoimmunotherapy-responsive cellular ecosystems in non-small cell lung carcinoma, including a distinct IGHG1+ plasma cell-enriched community. Through a novel application of Stamp-seq to spatially resolve BCR clonotypes, we elucidate the spatiotemporal trajectory of treatment-potentiating IGHG1+ plasma cells, which originate from tertiary lymphoid structures (TLSs) or the vasculature, migrate through antigen-presenting CAF (apCAF)-enriched survival niches, and ultimately contact tumor cells. We highlight the power of spatial cellular subtyping and molecular tracking using Stamp-seq and suggest that the IGHG1+ plasma cell niche is a better prognostic biomarker for the chemoimmunotherapy response.

破译细胞状态的空间组织是理解发育、组织稳态和疾病的基础。空间转录组分析技术的新进展允许转录本定位,但由于细胞边界推断,低基因检测和高昂的成本,在明确的细胞状态分配方面面临限制。本文开发了一种方法Stamp-seq,该方法利用定制的高密度DNA测序芯片,用限制性内切酶可切割的空间条形码标记单个细胞核。Stamp-seq空间条形码以1.6 μm的密度分布在芯片上,允许单个物理单元分辨率,精确的亚型分类和空间映射(平均定位误差为4 μm),并降低了成本。我们利用Stamp-seq来描述非小细胞肺癌的化学免疫治疗应答细胞生态系统,包括一个独特的IGHG1+浆细胞富集群落。通过Stamp-seq在空间上解析BCR克隆型的新应用,我们阐明了治疗增强的IGHG1+浆细胞的时空轨迹,这些细胞起源于三级淋巴样结构(TLSs)或脉管系统,通过抗原呈递CAF (apCAF)富集的生存生态位迁移,并最终接触肿瘤细胞。我们强调了使用Stamp-seq进行空间细胞分型和分子跟踪的能力,并建议IGHG1+浆细胞生态位是化疗免疫治疗反应的更好的预后生物标志物。
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引用次数: 0
Extra-helical allosteric binding site of apomorphine in ADGRG6. 阿帕吗啡在ADGRG6中的螺旋外变构结合位点。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-02-03 DOI: 10.1038/s41421-025-00866-1
Na Qiu, Wei Xu, Tuo Xu, Wenbin Xie, Youqi Jiang, Zhiwei Zhong, Limin Ma, Qiang Zhao, Beili Wu, Shuo Han
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引用次数: 0
Integrative clinico-molecular analysis reveals actionable subtypes and biomarkers in lung adenocarcinoma. 综合临床-分子分析揭示了肺腺癌的可操作亚型和生物标志物。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-28 DOI: 10.1038/s41421-025-00863-4
Jun Shang, He Jiang, Yueren Yan, Yue Zhao, Jingcheng Yang, Han Han, Hui Yuan, Leming Shi, Yuanting Zheng, Haiquan Chen

Deeper insights into omics in the clinical and tumor microenvironments of lung adenocarcinoma (LUAD) could reveal therapy-sensitive subtypes and novel treatments. From a cohort of 1008 samples from Chinese patients with LUAD with whole-genome and transcriptome sequencing data along with comprehensive longitudinal clinical and therapeutic information, we identified four prognostically distinct subtypes, namely, low proliferation and invasion (LPI), immune-desert (IMD), immune-enriched (IME), and high proliferation and invasion (HPI), based on the transcriptomic features linked to the radiological, pathological, and microenvironmental dimensions. Compared with chemotherapy, tyrosine kinase inhibitor (TKI) therapy demonstrated significantly superior efficacy for LPI and IMD, whereas no such difference was observed for HPI. VOPP1 and RRM2B amplification were closely associated with TKI resistance and sensitivity, respectively. VOPP1 knockdown restored sensitivity to TKI treatment, while RRM2B knockdown induced TKI resistance, and its overexpression restored sensitivity. Patients with RRM2B amplification had a 5-year survival rate of nearly 100%. Additionally, the IME subtype exhibited higher immune checkpoint activity and a higher frequency of DYNC2H1 mutation, with patients benefiting from immunotherapy. These findings provide critical insights into LUAD treatment optimization.

更深入地了解肺腺癌(LUAD)的临床和肿瘤微环境中的组学可以揭示治疗敏感亚型和新的治疗方法。从1008例中国LUAD患者的全基因组和转录组测序数据以及综合的纵向临床和治疗信息中,我们根据与放射学、病理和微环境维度相关的转录组特征,确定了四种预后不同的亚型,即低增殖和侵袭(LPI)、免疫荒漠(IMD)、免疫富集(IME)和高增殖和侵袭(HPI)。与化疗相比,酪氨酸激酶抑制剂(TKI)治疗对LPI和IMD的疗效显著优于化疗,而对HPI的疗效无明显差异。VOPP1和RRM2B扩增分别与TKI耐药和敏感性密切相关。VOPP1敲低恢复对TKI治疗的敏感性,RRM2B敲低诱导TKI耐药,其过表达恢复敏感性。RRM2B扩增患者的5年生存率接近100%。此外,IME亚型表现出更高的免疫检查点活性和更高的DYNC2H1突变频率,患者受益于免疫治疗。这些发现为LUAD治疗优化提供了重要的见解。
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引用次数: 0
IGF2BP3-dependent glutamine/BCAA metabolic rewiring rejuvenates aged human adipose-derived stem cells for enhanced tissue regeneration. igf2bp3依赖的谷氨酰胺/BCAA代谢重新连接使衰老的人类脂肪来源的干细胞恢复活力,以增强组织再生。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-20 DOI: 10.1038/s41421-025-00860-7
Zichao Li, Lin Feng, Xinxin Wei, Huichen Li, Yifu Zhu, Hongtao Wang, Jiaqi Liu, Liang Luo, Zhao Zheng, Baoqiang Song, Liangliang Shen, Dahai Hu

Aging impairs the regenerative capacity and differentiation potential of human adipose-derived stem cells (hASCs), but the mechanisms underlying their functional decline remain unclear. Through systematic functional assays and in vivo experiments, we first confirmed age-associated reductions in hASC self-renewal, lineage plasticity, and tissue repair efficacy. By integrating multiomics profiling and functional validation, we identified a metabolically active ACTA2+TAGLN+ subpopulation that was enriched mainly in infant-derived hASCs (I-hASCs) and characterized by increased catabolism of branched-chain amino acids (BCAAs) and glutamine. Mechanistically, the RNA-binding protein IGF2BP3, which is predominantly expressed in the ACTA2+TAGLN+ subpopulation, sustains hASC stemness by stabilizing BCAT1 and GLS mRNAs via METTL3-mediated m6A modification, thereby preserving redox homeostasis and mitochondrial energy production. Furthermore, age-related attenuation of the IGF2BP3-m6A-BCAT1/GLS axis contributed to metabolic reprogramming, driving senescence-associated functional collapse in elderly-derived hASCs (E-hASCs). Strikingly, rescue experiments demonstrated that genetic restoration of BCAT1/GLS or supplementation with BCAAs/glutamine significantly rejuvenated E-hASCs, restoring their proliferation, differentiation, and in vivo wound-healing capacities. These findings identify IGF2BP3 as a central regulator of hASC aging by linking m6A epitranscriptomic modifications to metabolic reprogramming and establish the IGF2BP3-m6A-BCAT1/GLS axis as a druggable node in aged hASCs. This study proposed two therapeutic strategies: nutrient supplementation to rescue metabolic deficits and m6A modulation to stabilize key mRNAs, providing a clinically feasible protocol to optimize elderly-derived hASCs for tissue regeneration.

衰老会损害人脂肪干细胞(hASCs)的再生能力和分化潜力,但其功能下降的机制尚不清楚。通过系统的功能分析和体内实验,我们首次证实了年龄相关的hASC自我更新、谱系可塑性和组织修复功效的降低。通过整合多组学分析和功能验证,我们确定了一个代谢活跃的ACTA2+TAGLN+亚群,该亚群主要富集于婴儿源性hASCs (I-hASCs)中,其特征是支链氨基酸(BCAAs)和谷氨酰胺的分解代谢增加。在机制上,rna结合蛋白IGF2BP3主要在ACTA2+TAGLN+亚群中表达,通过mettl3介导的m6A修饰稳定BCAT1和GLS mrna,从而维持hASC的干性,从而保持氧化还原稳态和线粒体能量产生。此外,IGF2BP3-m6A-BCAT1/GLS轴的年龄相关衰减有助于代谢重编程,驱动老年源性hASCs (E-hASCs)中与衰老相关的功能崩溃。引人注目的是,救援实验表明,BCAT1/GLS基因修复或补充BCAAs/谷氨酰胺可显著恢复E-hASCs的活力,恢复其增殖、分化和体内伤口愈合能力。这些发现通过将m6A表转录组修饰与代谢重编程联系起来,确定了IGF2BP3是hASC衰老的中心调节因子,并建立了IGF2BP3-m6A- bcat1 /GLS轴作为老年hASC的可药物节点。本研究提出了两种治疗策略:营养补充以挽救代谢缺陷和m6A调节以稳定关键mrna,为优化老年人来源的hASCs用于组织再生提供了临床可行的方案。
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引用次数: 0
Cell signaling and transcriptional regulation of osteoclast lineage commitment, differentiation, bone resorption and diseases. 细胞信号和转录调控的破骨细胞谱系承诺,分化,骨吸收和疾病。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-20 DOI: 10.1038/s41421-025-00853-6
Siyu Zhu, Ming-Qi Yan, Alasdair Masson, Wei Chen, Yi-Ping Li

Osteoclasts are bone-resorbing cells that play a central role in normal bone remodeling and contribute to bone loss associated with pathological conditions such as osteoporosis, osteoarthritis, rheumatoid arthritis, periodontal disease, and bone metastases of cancer. The commitment, differentiation, and function of osteoclasts depend on the establishment of specific gene expression patterns orchestrated through a network of transcription factors, which are sequentially activated by osteoclastogenic signals. This review provides an updated overview of the roles of key signaling pathways (e.g., RANKL signaling, NF-κB signaling and Gα13 signaling), transcription factors (e.g., PU.1, C/EBP-α, NFATc1 and IRF8), cytokines (e.g., TNF-α, IL-1β and IL-6), and epigenetic regulators (e.g., DNMT3a, EZH2 and ASXL1) in osteoclast lineage commitment, differentiation and bone resorption under both physiological and pathological inflammatory conditions, along with insights from corresponding mouse models. We described the mechanism by which osteoclast-mediated bone resorption occurs through extracellular acidification driven by osteoclast-specific proton pump subunits (e.g., ATP6i and ATP6v0d2), followed by matrix protein degradation mediated by cathepsin K and MMP-9. Additionally, this review examines the interplay among molecular mechanisms that regulate osteoclast differentiation and activation under pathological and inflammatory conditions, elucidates their roles in osteoclast hyperactivation-related human diseases, and provides a comprehensive framework for understanding these processes. Finally, it underscores potential novel therapeutic strategies for osteoclast-related skeletal lytic diseases and highlights perspectives for future investigations.

破骨细胞是骨吸收细胞,在正常骨重塑中起核心作用,并导致骨质疏松、骨关节炎、类风湿关节炎、牙周病和癌症骨转移等病理状况相关的骨质流失。破骨细胞的承诺、分化和功能依赖于通过转录因子网络编排的特定基因表达模式的建立,这些转录因子被破骨细胞信号依次激活。本综述提供了关键信号通路(如RANKL信号通路、NF-κB信号通路和g - 13信号通路)、转录因子(如PU.1、C/EBP-α、NFATc1和IRF8)、细胞因子(如TNF-α、IL-1β和IL-6)和表观遗传调节因子(如DNMT3a、EZH2和ASXL1)在生理和病理炎症条件下破骨细胞谱系承诺、分化和骨吸收中的作用的最新概述,以及相应小鼠模型的见解。我们描述了破骨细胞介导的骨吸收发生的机制,由破骨细胞特异性质子泵亚基(如ATP6i和ATP6v0d2)驱动的细胞外酸化,随后由组织蛋白酶K和MMP-9介导的基质蛋白降解。此外,本综述探讨了病理和炎症条件下调节破骨细胞分化和激活的分子机制之间的相互作用,阐明了它们在破骨细胞过度激活相关的人类疾病中的作用,并为理解这些过程提供了一个全面的框架。最后,它强调了破骨细胞相关的骨骼溶解性疾病的潜在新治疗策略,并强调了未来研究的前景。
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引用次数: 0
Post-transcriptional control of endogenous retroviruses by L1td1 suppresses totipotency acquisition in pluripotent stem cells. 内源性逆转录病毒通过L1td1转录后调控抑制多能干细胞的全能性获得。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-20 DOI: 10.1038/s41421-025-00864-3
Yi Wu, Yang Liu, Yile Huang, Zhihong Hao, Wenxin Li, Yukun Li, Maolei Zhang, Linpeng Li, Dajiang Qin, Keshi Chen, Xingguo Liu
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引用次数: 0
Spatiotemporal dynamics of mammalian wound healing. 哺乳动物伤口愈合的时空动态。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-14 DOI: 10.1038/s41421-025-00865-2
Julià Agramunt, Yuanbo Kang, Yuval Rinkevich

Mammalian wound healing is orchestrated by tightly regulated cellular and molecular programs across the hemostasis, inflammation, proliferation, and remodeling phases. Here, we propose the concept of spatiotemporal clocks as a unifying framework for understanding how transitions between phases are coordinated. We dissect the roles of distinct spatial domains: epidermis, dermis, fascia, wound edges, and wound center, and highlight the oscillatory molecular signals that govern their dynamic interactions. Special attention is given to wound-induced hair neogenesis (WIHN) as a model of regenerative potential. By integrating spatial and temporal dimensions, this framework unifies the multidimensional aspects of wound healing, laying a robust foundation for the development of innovative therapeutic strategies.

哺乳动物的伤口愈合是由严格调控的细胞和分子程序在止血、炎症、增殖和重塑阶段精心安排的。在这里,我们提出了时空时钟的概念,作为一个统一的框架来理解阶段之间的过渡是如何协调的。我们剖析了不同空间域的作用:表皮、真皮、筋膜、伤口边缘和伤口中心,并强调了控制它们动态相互作用的振荡分子信号。特别关注的是伤口诱导的头发新生(WIHN)作为再生潜力的模型。通过整合空间和时间维度,该框架统一了伤口愈合的多维方面,为创新治疗策略的发展奠定了坚实的基础。
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引用次数: 0
Lineage tracing reveals the origins and dynamics of macrophages in lung injury and repair. 谱系追踪揭示了巨噬细胞在肺损伤和修复中的起源和动态。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-14 DOI: 10.1038/s41421-025-00859-0
Hengwei Jin, Jialing Mou, Huan Zhu, Kuo Liu, Mingjun Zhang, Zhenqian Zhang, Stefan Pflanz, Karim Ei Kasmi, Zhaoyuan Liu, Florent Ginhoux, Kathy O Lui, Bin Zhou

Macrophages play a vital role in tissue repair and regeneration following injury. However, the cell fate, dynamic responses, and functions of macrophages from various origins during lung injury and repair are not fully understood. Here, we used genetic lineage tracing and scRNA-seq approaches to explore the temporal and spatial roles of tissue-resident and infiltrating macrophages during pulmonary fibrosis. We observed a sharp reduction in tissue-resident macrophages during the early inflammatory phase, with their numbers stabilizing during recovery. Monocytes contributed substantially to the macrophage population during the fibrotic phase, initially differentiating into interstitial macrophages and later transitioning into alveolar macrophages through a transient state. Genetic ablation of monocytes led to a reduction in the number of infiltrating macrophages and alleviated pulmonary fibrosis. Mechanistically, Notch signaling was negatively correlated with Wnt/β-catenin signaling in the regulation of monocyte recruitment and pulmonary fibrosis. Our study reveals the dynamic contributions and functions of macrophages from various sources in lung injury and regeneration.

巨噬细胞在损伤后的组织修复和再生中起重要作用。然而,各种来源巨噬细胞在肺损伤和修复过程中的细胞命运、动态反应和功能尚不完全清楚。在这里,我们使用遗传谱系追踪和scRNA-seq方法来探索组织驻留和浸润性巨噬细胞在肺纤维化过程中的时间和空间作用。我们观察到,在炎症早期,组织内巨噬细胞急剧减少,其数量在恢复期间趋于稳定。单核细胞在纤维化阶段对巨噬细胞群体的贡献很大,最初分化为间质巨噬细胞,随后通过短暂状态过渡为肺泡巨噬细胞。单核细胞基因消融导致浸润性巨噬细胞数量减少,减轻肺纤维化。在机制上,Notch信号与Wnt/β-catenin信号在单核细胞募集和肺纤维化的调节中呈负相关。我们的研究揭示了各种来源的巨噬细胞在肺损伤和再生中的动态贡献和功能。
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引用次数: 0
Prefrontal cortex-to-hypothalamic outputs orchestrate cue-potentiated palatable food consumption via AMPKβ2 signaling. 前额叶皮层到下丘脑的输出通过AMPKβ2信号协调线索增强的美味食物消费。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-06 DOI: 10.1038/s41421-025-00857-2
Jiakun Xiang, Minghong Shi, Jiajia Kang, Xingyuan Zhang, Jiankai Ling, Wei Zhan, Dianyi Li, Rongfeng K Hu, Zhi-Xiang Xu

Cognitive factors critically influence appetite and food consumption, contributing to the increasing incidence of obesity in modern obesogenic environments. However, the cellular and molecular mechanisms underlying this phenomenon remain poorly understood. Here, using calcium imaging in freely moving mice, we found that neurons in the prelimbic cortex (PrL) underwent activity-dependent plasticity in response to learned environmental cues paired with a high-fat diet (HFD). The activity of these neurons reliably predicted the duration of food consumption. Transcriptomic analyses further revealed significant alterations in ATP metabolic processes in the PrL following HFD-associated learning. Notably, the depletion of AMPKβ2, a subunit of AMPK that senses ATP dynamics, abolished PrL plasticity during HFD associative learning and prevented the cue-driven overconsumption of palatable food. At the circuitry level, the activity of PrLCaMKIIα+ neuronal projections to orexin neurons in the lateral hypothalamus was required for HFD overconsumption under conditioned contexts. Collectively, our findings elucidate a cellular and molecular framework in a cortical-hypothalamic pathway that regulates cue-evoked HFD overconsumption, highlighting AMPKβ2 as a promising therapeutic target for treating eating disorders.

认知因素严重影响食欲和食物消耗,导致现代致肥环境中肥胖发生率的增加。然而,这种现象背后的细胞和分子机制仍然知之甚少。在这里,我们使用钙成像技术在自由运动的小鼠中发现,在习得的环境提示和高脂肪饮食(HFD)的配合下,前边缘皮层(PrL)的神经元经历了活动依赖的可塑性。这些神经元的活动可靠地预测了食物消耗的持续时间。转录组学分析进一步揭示了hfd相关学习后PrL中ATP代谢过程的显著改变。值得注意的是,AMPKβ2 (AMPK的一个亚基,感知ATP动态)的消耗,在HFD联想学习过程中消除了PrL的可塑性,并阻止了线索驱动的美味食物的过度消耗。在回路水平上,PrLCaMKIIα+神经元向下丘脑外侧食欲素神经元的投射活动是条件条件下HFD过度消耗所必需的。总的来说,我们的研究结果阐明了皮质-下丘脑通路中的细胞和分子框架,该通路调节线索诱发的HFD过度消耗,突出了AMPKβ2作为治疗饮食失调的有希望的治疗靶点。
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引用次数: 0
tRNA m1A modification is essential for gut homeostasis and function of group 3 innate lymphoid cells. tRNA m1A修饰对3组先天淋巴样细胞的肠道稳态和功能至关重要。
IF 12.5 1区 生物学 Q1 CELL BIOLOGY Pub Date : 2026-01-03 DOI: 10.1038/s41421-025-00850-9
Jingyu Li, Zirun Tang, Yunzhu Chen, Xuemin Cai, Longyan Wu, Gaoyang Wang, Chen Kan, Bin Li, Bing Su, Huabin Li, Coco Chu, Hua-Bing Li

Group 3 innate lymphoid cells (ILC3s) play crucial roles in maintaining intestinal homeostasis and defending against bacterial infections. However, the epigenetic mechanisms that regulate ILC3 responses are not well understood. In this study, we show that Trmt61a, the methyltransferase responsible for the m1A58 tRNA modification, is predominantly expressed in ILC3s. We found that specific depletion of TRMT61A in ILC3s leads to dysregulated cell cycle and a reduction in cell numbers. Notably, mice with an ILC3-specific TRMT61A deficiency exhibit dysbiosis, but antibiotic treatment can restore colonic ILC3 levels. Furthermore, these mice exhibit increased susceptibility to experimental intestinal inflammation and enteric bacterial infection. Our findings uncover a previously unrecognized role for TRMT61A mediated m1A modification in the regulation of intestinal ILC3s, essential for protecting intestinal tissue during inflammation and enhancing innate immunity against enteric pathogens.

第3组先天淋巴样细胞(ILC3s)在维持肠道稳态和防御细菌感染中起着至关重要的作用。然而,调控ILC3反应的表观遗传机制尚不清楚。在这项研究中,我们发现负责m1A58 tRNA修饰的甲基转移酶Trmt61a主要在ILC3s中表达。我们发现,ilc3中TRMT61A的特异性缺失导致细胞周期失调和细胞数量减少。值得注意的是,具有ILC3特异性TRMT61A缺陷的小鼠表现出生态失调,但抗生素治疗可以恢复结肠ILC3水平。此外,这些小鼠对实验性肠道炎症和肠道细菌感染的易感性增加。我们的研究结果揭示了TRMT61A介导的m1A修饰在调节肠道ILC3s中的作用,这对于炎症期间保护肠道组织和增强对肠道病原体的先天免疫至关重要。
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引用次数: 0
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Cell Discovery
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