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The role of intratumoral microbiota in the occurrence and progression of tumors and its implications for guiding tumor treatment. 肿瘤内微生物群在肿瘤发生和发展中的作用及其对指导肿瘤治疗的意义。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-12-04 DOI: 10.1556/030.2025.02747
Li-Juan Wang, Yu-Kai Mo, Yong Cheng

In recent years, the presence of microbiota in tumors has been discovered through extensive research, overturning the longstanding belief that "tumors are sterile." Advanced techniques such as 16S rRNA gene sequencing, fecal microbiota transplantation, and the construction of mouse models specific to different tumor types have been utilized to validate the existence of microbiota within various tumors. The intratumoral microbiota significantly influences tumor development by modulating immune responses, mediating inflammatory reactions, and interfering with or enhancing immunotherapy or chemotherapy. For instance, Aspergillus sydowii in lung adenocarcinoma promotes immunosuppression via the Dectin-1/CARD9 pathway, while colibactin-producing Escherichia coli in colorectal cancer facilitates tumor progression through lipid metabolism dysregulation. Moreover, intratumoral microbiota can predict patient prognosis and guide personalized cancer treatment strategies, highlighting their potential as therapeutic targets. This review synthesizes current evidence on the roles of intratumoral microbiota across multiple cancer types and discusses their clinical implications.

近年来,通过广泛的研究发现肿瘤中存在微生物群,推翻了长期以来“肿瘤是无菌的”的观点。利用16S rRNA基因测序、粪便微生物群移植、构建针对不同肿瘤类型的小鼠模型等先进技术来验证各种肿瘤内微生物群的存在。肿瘤内微生物群通过调节免疫反应、介导炎症反应、干扰或增强免疫治疗或化疗来显著影响肿瘤的发展。例如,肺腺癌中的sydowii曲霉通过Dectin-1/CARD9途径促进免疫抑制,而结直肠癌中产生大肠杆菌素的大肠杆菌通过脂质代谢失调促进肿瘤进展。此外,肿瘤内微生物群可以预测患者预后并指导个性化的癌症治疗策略,突出了它们作为治疗靶点的潜力。本综述综合了肿瘤内微生物群在多种癌症类型中的作用的现有证据,并讨论了它们的临床意义。
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引用次数: 0
Antimicrobial susceptibilities and genomic characteristics of mupirocin resistant Staphylococcus aureus isolates from Tehran, Iran. 伊朗德黑兰耐多匹罗星金黄色葡萄球菌的抗微生物敏感性和基因组特征
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-11-24 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02614
Masoumeh Navidinia, Mehrdad Haghighi, Mohammad Javad Nasiri, Masoud Dadashi, Mehdi Goudarzi

The emergence of mupirocin-resistant Staphylococcus aureus strains poses a significant challenge to public health due to limited treatment options and the risk of multidrug resistance. This study aims to investigate the antibiotic susceptibility and molecular characteristics of mupirocin resistant S. aureus isolates. A total of 65 mupirocin-resistant isolates were included in the study. The isolates were characterized using antimicrobial susceptibility testing, biofilm formation assay, staphylococcal cassette chromosome mec typing, multilocus sequence typing, and polymerase chain reaction analysis to detect resistance (mecA, mecC, mupA, erm(A), erm(B), erm(C), tet(M), ant (4')-Ia, aac (6')-Ie/aph (2″), and aph (3')-IIIa) and toxin genes (eta, etb, pvl, and tst). Resistance to mupirocin was observed in 12.5% of the S. aureus isolates collected during the study period. Among the 65 mupirocin-resistant MRSA isolates, 75.4% were classified as HLMUPR and 24.6% as LMUPR. cMLSB and iMLSB phenotypes were identified in 41.5 and 36.9% of the isolates. Our results showed that 49.2, 30.8, and 15.4% of isolates were classified as strong, intermediate, and weak biofilm-forming strains, respectively. Our result revealed that about three-quarters of isolates harbored mecA (100%), tet(M) (76.9%), mupA (75.4%) resistance genes. MLST revealed that the 65 isolates belonged to seven clonal complexes, including CC8 (41.5%), followed by CC22 (20%), CC5 (10.8%), CC30 (10.8%), CC15 (7.7%), CC1 (4.6%) and CC80 (4.6%). The vast majority of S. aureus isolates belonged to CC8/ST239-MRSA (21.5%). Among the 32 strong biofilm producers, the majority (28.1%) belonged to CC8/ST8 MRSA clone. Our result revealed that 39.1% of PVL-positive strains belonged to CC/ST22. The fusidic acid resistance isolates belonged to CC/ST8-MRSA (7.7%), CC8/ST239-MRSA (12.3%), CC/ST22-MRSA (7.7%), and CC30/ST80-MRSA (1.5%) lineages. In conclusion, this study provides valuable insights into the characteristics of mupirocin-resistant S. aureus isolates from Tehran, Iran. The results highlight a high prevalence of HLMUPR in this research. Additionally, the study reveals a diverse genetic landscape, with isolates belonging to various clonal complexes, particularly CC8, CC22, and CC5. The high frequency of biofilm formation and resistance to other antibiotics underscores the need for ongoing surveillance and the development of more effective treatment strategies to combat these multidrug-resistant strains.

耐多匹罗辛金黄色葡萄球菌菌株的出现对公共卫生构成了重大挑战,因为治疗选择有限,而且存在多药耐药的风险。本研究旨在探讨耐多匹罗星金黄色葡萄球菌的药敏及分子特征。共有65株莫匹罗星耐药菌株纳入研究。采用抗菌药敏试验、生物膜形成试验、葡萄球菌卡式染色体mec分型、多位点序列分型和聚合酶链反应检测菌株耐药基因(mecA、mecC、mupA、erm(A)、erm(B)、erm(C)、tet(M)、ant(4’)-Ia、aac(6’)-Ie/aph(2″)和aph(3’)-IIIa)和毒素基因(eta、ethb、pvl和tst)。研究期间收集的金黄色葡萄球菌分离株中有12.5%对莫匹罗星耐药。65株对莫匹罗星耐药的MRSA分离株中,75.4%为HLMUPR, 24.6%为LMUPR。cMLSB和iMLSB表型分别为41.5%和36.9%。结果显示,49.2%、30.8%和15.4%的分离株被分类为强、中、弱生物膜形成菌。结果显示,约四分之三的分离株携带mecA(100%)、tet(M)(76.9%)和mupA(75.4%)耐药基因。MLST结果显示,65株分离株属于7个克隆复合物,其中CC8(41.5%)、CC22(20%)、CC5(10.8%)、CC30(10.8%)、CC15(7.7%)、CC1(4.6%)和CC80(4.6%)。绝大多数金黄色葡萄球菌分离株属于CC8/ST239-MRSA(21.5%)。在32个强生物膜生产者中,大多数(28.1%)属于CC8/ST8 MRSA克隆。结果显示,39.1%的pvl阳性菌株属于CC/ST22。耐氟西地酸菌株分别为CC/ST8-MRSA(7.7%)、CC8/ST239-MRSA(12.3%)、CC/ST22-MRSA(7.7%)和CC30/ST80-MRSA(1.5%)。总之,本研究为了解伊朗德黑兰对莫匹罗辛耐药金黄色葡萄球菌分离株的特征提供了有价值的见解。结果表明,在本研究中,HLMUPR的患病率较高。此外,该研究揭示了不同的遗传景观,分离物属于各种克隆复合物,特别是CC8, CC22和CC5。生物膜形成的高频率和对其他抗生素的耐药性强调需要持续监测和开发更有效的治疗策略来对抗这些多重耐药菌株。
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引用次数: 0
Intracellular Aspergillus niger conidia in alveolar macrophages: A diagnostic clue in a lung transplant recipient. 肺泡巨噬细胞内黑曲霉分生孢子:肺移植受者的诊断线索。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-11-21 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02772
Gergő Szűcs, Zsófia Tassó, Veronika Müller, Anikó Bohács, Noémi Eszes

Bronchoalveolar lavage (BAL) is a basic diagnostic method for the detection of fungal infections in lung transplant recipients. Aspergillus species are frequently identified, typically by the presence of septate hyphae; however, the visualization of conidia in cytologic preparations is rare. Aspergillosis caused by Aspergillus niger is an uncommon but recognized infectious complication in this patient population.We report on the case of a 60-year-old lung transplant recipient who underwent routine surveillance bronchoscopy eight weeks post-transplantation in August 2025. A substantial amount of adherent secretion was noted at the medial part of the right bronchial anastomosis. Surveillance BAL was performed from the right S8 segment, and cytospin preparations revealed intracellular Aspergillus conidia within alveolar macrophages. Galactomannan antigen assay was negative; however, fungal culture confirmed A. niger after five days.This case highlights the diagnostic value of identifying fungal conidia in BAL cytology, which may facilitate early recognition of invasive fungal infection or fungal colonization potentially leading to invasive disease or facilitate chronic lung allograft dysfunction (CLAD) development.

支气管肺泡灌洗(BAL)是检测肺移植受者真菌感染的基本诊断方法。曲霉的种类经常被识别,通常是通过分离菌丝的存在;然而,在细胞学准备中,分生孢子的可视化是罕见的。由黑曲霉引起的曲霉病是一种罕见但公认的感染并发症,在这一患者群体。我们报告一例60岁的肺移植受者,于2025年8月接受常规监测支气管镜检查。右侧支气管吻合口内侧可见大量黏附分泌物。从右侧S8段进行BAL监测,细胞自旋制剂显示肺泡巨噬细胞内存在分生曲霉。半乳甘露聚糖抗原检测阴性;但5天后,真菌培养证实为黑曲霉。本病例强调了在BAL细胞学中鉴定真菌分生孢子的诊断价值,这可能有助于早期识别侵袭性真菌感染或真菌定植可能导致侵袭性疾病或促进慢性肺同种异体移植功能障碍(chronic lung allograft dysfunction, CLAD)的发展。
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引用次数: 0
The impact of gut microbiota modulation on responses to immune checkpoint inhibitors in cancer. 肠道菌群调节对癌症免疫检查点抑制剂反应的影响。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-11-06 DOI: 10.1556/030.2025.02719
Zheying Ni, Dan Ye

The gut microbiota has emerged as a critical determinant of antitumor immunity and a potential modulator of responses to immune checkpoint inhibitors (ICIs). Although pre-clinical and clinical studies suggest that specific bacterial taxa may influence both efficacy and immune-related adverse events (irAEs). However, the magnitude and consistency of these associations remain unclear. A systematic search of PubMed, Embase, Web of Science, and the Cochrane Library was conducted through March 2025. Eligible studies evaluated baseline gut microbiota composition, fecal microbiota transplantation (FMT), probiotic/prebiotic interventions, or antibiotic exposure in cancer patients treated with ICIs. Pooled hazard ratios (HRs) for overall survival (OS) and progression-free survival (PFS), and odds ratios (ORs) for response rates and irAEs, were estimated using random-effects models. Across 38 studies involving 5,642 patients were included. Pooled analysis demonstrated that enrichment of Akkermansia muciniphila, Bifidobacterium longum and Faecalibacterium prausnitzii was significantly associated with improved OS (HR 0.62, 95% CI 0.51-0.76) and PFS (HR 0.69, 95% CI 0.55-0.83). Conversely, antibiotic exposure before or during ICI treatment was associated with worse OS (HR 1.84, 95% CI 1.45-2.34). Patients undergoing FMT from responders exhibited higher objective response rates (OR 2.91, 95% CI 1.48-5.73). Microbiota diversity indices were consistently higher in responders than in non-responders. Collectively, gut microbiota composition and its modulation significantly impact the therapeutic efficacy and toxicity profile of ICIs. These findings highlight the translational potential of microbiome-based biomarkers and interventions in optimizing immunotherapy.

肠道微生物群已成为抗肿瘤免疫的关键决定因素和对免疫检查点抑制剂(ICIs)反应的潜在调节剂。尽管临床前和临床研究表明,特定的细菌分类群可能影响疗效和免疫相关不良事件(irAEs)。然而,这些关联的程度和一致性仍不清楚。到2025年3月,对PubMed、Embase、Web of Science和Cochrane Library进行了系统搜索。符合条件的研究评估了接受ICIs治疗的癌症患者的基线肠道微生物群组成、粪便微生物群移植(FMT)、益生菌/益生元干预或抗生素暴露。使用随机效应模型估计总生存期(OS)和无进展生存期(PFS)的合并风险比(hr),以及缓解率和irae的优势比(ORs)。共有38项研究,涉及5642名患者。合并分析显示,嗜粘杆菌、长双歧杆菌和prausnitzii粪杆菌的富集与改善OS (HR 0.62, 95% CI 0.51-0.76)和PFS (HR 0.69, 95% CI 0.55-0.83)显著相关。相反,ICI治疗前或期间抗生素暴露与更差的OS相关(HR 1.84, 95% CI 1.45-2.34)。来自应答者的FMT患者表现出更高的客观缓解率(OR 2.91, 95% CI 1.48-5.73)。应答者的微生物群多样性指数始终高于无应答者。总的来说,肠道菌群组成及其调节显著影响ICIs的治疗效果和毒性特征。这些发现强调了基于微生物组的生物标志物和干预措施在优化免疫治疗方面的转化潜力。
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引用次数: 0
Detection of vancomycin and teicoplanin resistance in Staphylococcus isolates: Which method is more reliable? 葡萄球菌万古霉素和替柯普兰耐药检测:哪种方法更可靠?
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-31 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02670
Ruveyda Alacahan-Durer, Güner Söyledir

This study evaluated the reliability of different laboratory methods for detecting resistance to glycopeptide antibiotics-vancomycin and teicoplanin-in clinical Staphylococcus aureus and coagulase-negative staphylococci (CoNS) isolates. While automated systems are widely used in clinical microbiology laboratories due to their efficiency and ease of use, they may yield inaccurate results when assessing glycopeptide susceptibility. A total of 87 previously collected clinical isolates (22 S. aureus and 65 CoNS), initially identified as resistant to at least one of the vancomycin or teicoplanin by an automated system, were retrospectively analyzed. All isolates were stored at -80 °C and retested using three methods: the same automated system (following the manufacturer's protocol), the gradient diffusion method, and the reference broth microdilution (BMD) method. Interpretations were made according to European Committee on Antimicrobial Susceptibility Testing (EUCAST) breakpoints. Upon re-evaluation, all isolates were found to be susceptible to vancomycin and teicoplanin using the BMD method. The automated system yielded 100% concordance with BMD for vancomycin and 77% for teicoplanin, while the gradient method produced similar findings. Notably, five S. aureus isolates (23%) remained resistant to teicoplanin according to both the automated system and the gradient method but were susceptible by BMD. These results emphasize that automated systems, although practical, may lead to overestimation of glycopeptide resistance. Therefore, when resistance is suspected, especially to teicoplanin, confirmatory testing with the BMD reference method is essential to ensure accurate interpretation and avoid misclassification.

本研究评估了不同实验室方法检测临床金黄色葡萄球菌和凝固酶阴性葡萄球菌(con)分离株对糖肽类抗生素万古霉素和替柯planin耐药的可靠性。虽然自动化系统由于其效率和易用性被广泛应用于临床微生物实验室,但它们在评估糖肽敏感性时可能产生不准确的结果。回顾性分析先前收集的87株临床分离株(22株金黄色葡萄球菌和65株金黄色葡萄球菌),通过自动系统初步鉴定为对万古霉素或替可普宁至少一种耐药。所有分离株保存在-80°C,并使用三种方法重新检测:相同的自动化系统(遵循制造商的协议),梯度扩散法和参考肉汤微量稀释法(BMD)。根据欧洲抗菌药物敏感性试验委员会(EUCAST)的断点进行解释。经重新评估,所有分离株均对万古霉素和替柯planin敏感。自动系统与万古霉素的骨密度一致性为100%,替柯planin的骨密度一致性为77%,而梯度法也产生了类似的结果。值得注意的是,根据自动系统和梯度法,5株金黄色葡萄球菌(23%)仍对替柯planin耐药,但BMD对其敏感。这些结果强调,自动化系统,虽然实用,可能导致高估糖肽耐药。因此,当怀疑出现耐药性,特别是对替柯planin的耐药性时,必须采用BMD参考方法进行确认性检测,以确保准确解释并避免误分类。
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引用次数: 0
Changes in intestinal microbiota and abnormal amino acid metabolism lead to neurotransmitter disorders in patients with liver cirrhosis. 肝硬化患者肠道菌群变化和氨基酸代谢异常导致神经递质紊乱。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-31 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02693
Xiaohu Gao, Keju Zhou, Shaoshan Li

The 16S rRNA sequencing technology was used to investigate changes in the abundance of intestinal microbiota, metabolites of blood and fecal samples were analyzed and their relationships with neurotransmitters were evaluated in patients with liver cirrhosis after hepatitis B infection. The liver function phenotypes correlated with Phylum Proteobacteria, Class Clostridia and Gamma Proteobacteria, Family Enterobacteriaceae, Ruminococcaceae, Streptococcaceae, Lachnospiraceae and Lactobacillaceae, Genus Faecalibacterium, Streptococcus, species Escherichia coli, etc. Genus Streptococcus has a good diagnostic value for patients with liver cirrhosis in the COM (Compensated liver disease) group, with an AUC of 0.81 (95% CI: 0.70-0.92), while Genus Streptococcus, Veillonella, Faecalibacterium, Blautia, and Bacteroides have a better diagnostic value for patients with liver cirrhosis in the DECOM (Decompensated liver disease) group (including DECOM1 and DECOM2), with the combined AUC reaching 0.93 (95% CI: 0.88-0.98). The level of ammonia in the DECOM2 group was significantly higher than that of the COM group (P < 0.01). Patients with post-hepatitis B cirrhosis have intestinal flora disorder, which leads to abnormal amino acid metabolism and further leads to neurotransmitter disorder in patients with cirrhosis and accelerates the disease progression. Probiotics can reduce the serum ammonia level in patients with cirrhosis and may prevent the occurrence of hepatic encephalopathy.

采用16S rRNA测序技术研究乙肝感染后肝硬化患者肠道菌群丰度变化,分析血液和粪便代谢物及其与神经递质的关系。肝功能表型与变形菌门、梭状芽胞杆菌纲和γ变形菌纲、肠杆菌科、瘤胃球菌科、链球菌科、毛螺杆菌科和乳酸杆菌科、粪杆菌属、链球菌、大肠杆菌等相关。链球菌属对代偿性肝病(COM)组肝硬化患者有较好的诊断价值,AUC为0.81 (95% CI: 0.70-0.92),而链球菌属、Veillonella、Faecalibacterium、Blautia、Bacteroides对DECOM(失代偿性肝病)组(包括DECOM1和DECOM2)肝硬化患者有较好的诊断价值,合计AUC达到0.93 (95% CI: 0.88-0.98)。DECOM2组氨氮水平显著高于COM组(P < 0.01)。乙型肝炎后肝硬化患者存在肠道菌群紊乱,导致肝硬化患者氨基酸代谢异常,进而导致神经递质紊乱,加速疾病进展。益生菌可降低肝硬化患者血清氨水平,并可预防肝性脑病的发生。
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引用次数: 0
Rapid detection of anidulafungin and fluconazole susceptibility profiles of clinical Candida strains by MALDI-TOF MS. MALDI-TOF质谱法快速检测临床念珠菌菌株阿尼杜冯宁和氟康唑的药敏谱。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-31 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02678
Ilke Toker Onder, Alpaslan Alp, Sevtap Arikan-Akdagli

Invasive fungal infections caused by resistant Candida species are a global public health problem. Increasing antifungal resistance makes antifungal susceptibility tests (AFST) crucial, necessitating rapid methods. This study aims to determine the fluconazole and anidulafungin susceptibility profiles of clinical Candida strains using matrix assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF MS) and compare the results with the European Committee on Antimicrobial Susceptibility Testing (EUCAST) reference broth microdilution method to assess the accuracy and reproducibility of MALDI-TOF MS in evaluating in vitro antifungal susceptibility. The susceptibilities of 40 Candida glabrata isolates for anidulafungin and fluconazole, and 40 Candida albicans and 40 Candida parapsilosis isolates for fluconazole were tested. Candida isolates were incubated for 3 h at two different antifungal concentrations ("maximum" and "breakpoint" concentrations) and a drug-free control (Anidulafungin: 16, 0.06, and 0 mg L-1; Fluconazole: 256, 16, and 0 mg L-1). MALDI-TOF MS spectra from these concentrations were used to create composite correlation index (CCI) matrices for each isolate. The strains with the "mean CCI of the breakpoint/maximum concentration" of which was higher than the "mean CCI of the breakpoint/null concentration" were classified as susceptible. Classifications defined by the MS-AFST method were compared to those based on the EUCAST broth microdilution method. The overall agreement between MS-AFST and EUCAST AFST ranged from 60% to 85%, highest for C. glabrata and anidulafungin. The reproducibility of the MS-AFST assay ranged from 45% to 75%, highest for C. parapsilosis and fluconazole. The study suggests that the MALDI-TOF MS method for assessing antifungal susceptibility in Candida strains is promising but requires further improvements for enhancing the accuracy and reproducibility.

耐药念珠菌引起的侵袭性真菌感染是一个全球性的公共卫生问题。抗真菌耐药性的增加使得抗真菌药敏试验(AFST)至关重要,需要快速的方法。本研究旨在利用基质辅助激光解吸/电离飞行时间质谱法(MALDI-TOF MS)测定临床念珠菌菌株的氟康唑和抗磺胺类药物的药敏谱,并将结果与欧洲药敏试验委员会(EUCAST)参考微稀释法进行比较,以评估MALDI-TOF MS评价体外抗真菌药敏的准确性和重复性。对40株光秃念珠菌、40株白色念珠菌和40株副假丝菌对氟康唑的敏感性进行了检测。念珠菌分离株在两种不同的抗真菌浓度(“最大”和“断点”浓度)和无药物对照(阿尼杜拉芬宁:16、0.06和0 mg L-1;氟康唑:256、16和0 mg L-1)下孵育3小时。利用这些浓度的MALDI-TOF质谱为每个分离物建立复合相关指数(CCI)矩阵。“断点/最大浓度的平均CCI”高于“断点/零浓度的平均CCI”的菌株为易感菌株。将MS-AFST法定义的分类与EUCAST肉汤微量稀释法的分类进行比较。MS-AFST与EUCAST AFST之间的总体一致性在60% ~ 85%之间,其中光棘草和anidulafungin的一致性最高。MS-AFST分析的重现性在45% ~ 75%之间,以假梭菌和氟康唑的重现性最高。该研究表明,MALDI-TOF质谱法评价念珠菌菌株的抗真菌敏感性是有希望的,但需要进一步改进以提高准确性和重复性。
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引用次数: 0
Artificial intelligence in gut microbiome research: Toward predictive diagnostics for neurodegenerative disorders. 肠道微生物组研究中的人工智能:神经退行性疾病的预测性诊断。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-28 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02725
Reetesh Kumar, Rupak Nagraik, Sorabh Lakhanpal, Mosleh Mohammad Abomughaid, Niraj Kumar Jha, Rohan Gupta

The human gut microbiota plays a pivotal role in maintaining host immunity, regulating metabolism, and sustaining neurophysiological homeostasis. Increasing evidence implicates gut dysbiosis in the onset and progression of neurodegenerative disorders (NDDs), including Alzheimer's and Parkinson's disease, primarily through the gut-brain axis. Recent advances in high-throughput sequencing and multi-omics technologies, such as metagenomics, metabolomics, and metaproteomics have generated vast datasets, yet their clinical translation remains hindered by data heterogeneity, analytical complexity, and the absence of standardized workflows. Disjointed findings across studies underscore the urgent need for reproducible pipelines and integrative computational strategies. This review presents a comprehensive framework that leverages artificial intelligence (AI) and machine learning (ML) for systematic microbiome investigation in NDDs. We highlight how multi-omics integration with AI improves the resolution of host-microbiome interactions, while standardized preprocessing workflows ensure reproducibility and comparability across datasets. The role of explainable AI is emphasized in enhancing interpretability, improving biomarker discovery, and fostering trust in predictive models. We further examine the emerging field of pharmacomicrobiomics, where ML-driven approaches support the development of precision therapies tailored to microbiome-drug interactions in neurodegeneration. Sophisticated models, including random forests (RF), neural networks, and transfer learning, are critically assessed for predictive diagnostics, therapeutic target identification, and cross-cohort generalizability. Finally, the review proposes a roadmap to address current barriers, particularly challenges of heterogeneity and reproducibility, and advocates for validated pipelines and interdisciplinary collaboration. Collectively, AI-driven multi-omics strategies hold transformative potential for advancing microbiome-based precision medicine in NDDs.

人体肠道菌群在维持宿主免疫、调节代谢和维持神经生理稳态方面起着关键作用。越来越多的证据表明,包括阿尔茨海默病和帕金森病在内的神经退行性疾病(ndd)的发病和进展中,肠道生态失调主要通过肠-脑轴进行。高通量测序和多组学技术的最新进展,如宏基因组学、代谢组学和宏蛋白质组学,已经产生了大量的数据集,但它们的临床转化仍然受到数据异质性、分析复杂性和缺乏标准化工作流程的阻碍。跨研究的脱节的发现强调了对可再生管道和综合计算策略的迫切需要。本文综述了利用人工智能(AI)和机器学习(ML)进行ndd系统微生物组调查的综合框架。我们强调了与人工智能的多组学集成如何提高宿主-微生物组相互作用的分辨率,而标准化的预处理工作流程确保了数据集的可重复性和可比性。可解释的人工智能在增强可解释性、改善生物标志物发现和培养对预测模型的信任方面的作用被强调。我们进一步研究了药物组微生物学的新兴领域,其中ml驱动的方法支持针对神经退行性疾病中微生物-药物相互作用量身定制的精确疗法的开发。包括随机森林(RF)、神经网络和迁移学习在内的复杂模型被严格评估用于预测诊断、治疗靶点识别和跨队列推广。最后,该综述提出了解决当前障碍的路线图,特别是异质性和可重复性的挑战,并倡导验证管道和跨学科合作。总的来说,人工智能驱动的多组学策略对于推进ndd中基于微生物组的精准医学具有变革性潜力。
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引用次数: 0
Antimicrobial resistance in major bacterial and fungal pathogens in hospital-acquired infections from a tertiary care hospital in Lodhran, Pakistan. 巴基斯坦洛德兰一家三级保健医院医院获得性感染中主要细菌和真菌病原体的抗微生物药物耐药性
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-23 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02715
Aabid Nehvi, Sampana Fatima, Abdullah Subhani, Mohsin Iqbal, Abdul Ghani Rahimoon, Muhammad Salman, Abdelrhman H Mohamed

The distribution of antimicrobial resistance in major pathogens was analyzed in a tertiary care hospital of Lodhran, Pakistan. Altogether, 1910 patients diagnosed and treated at Shahida Islam Medical Complex Hospital from December 2023 to August 2025 were selected. The antimicrobial resistance of major bacterial and fungal pathogens was quantified, and logistic regression analysis was used to identify the risk factors for infection. Methicillin-resistant Staphylococcus aureus (MRSA) isolates retained susceptibility to vancomycin (58.3%), while ceftazidime/avibactam showed activity against Escherichia coli (80%), Klebsiella pneumoniae (82%), and Pseudomonas aeruginosa (78%). Vancomycin-resistant Enterococcus (VRE) demonstrated resistance to nearly all antibiotics. PCR confirmed TEM and SHV in 23/51 (45%) of E. coli isolates, while in K. pneumoniae TEM and SHV were each detected in 20/35 (56%). Among P. aeruginosa isolates, VIM, NDM, and OXA-48 were each present in 14/37 (37%). The mecA was found in 47/49 (95%) of S. aureus isolates (MRSA), vanA in 34/49 (70%) of S. aureus (VRSA), and vanA in 34/43 (80%) of Enterococcus isolates (VRE). MLST analysis of representative multidrug-resistant isolates identified ST131 (1/3, 33%) among E. coli, ST11 (1/3, 33%) and ST258 (1/3, 33%) among K. pneumoniae, ST175 (1/3, 33%) and ST233 (1/3, 33%) among P. aeruginosa, ST5 (1/3, 33%) and ST22 (1/3, 33%) among S. aureus, and ST17 (1/3, 33%) among Enterococcus spp. PCA revealed distinct clustering of species, with Gram-negatives overlapping, Gram-positives forming separate groups, and fungi clustering independently. Logistic regression identified age ≥65, ICU admission, comorbidities, prior antibiotic exposure, invasive procedures, and immunosuppressive therapy as significant AMR risk factors, while infection control and stewardship reduced risk (P < 0.05). This study demonstrates a high burden of antimicrobial resistance, primarily mediated by TEM and SHV β-lactamases in E. coli and K. pneumoniae, and by VIM, NDM, and OXA-48 carbapenemases in P. aeruginosa. Additionally, MRSA, VRSA, and VRE showed multidrug resistance. Effective infection control and antibiotic stewardship remain critical to limit the spread of resistant pathogens and to reduce hospital-acquired AMR risk.

分析了巴基斯坦洛德兰一家三级医院主要病原菌的耐药性分布。总共选出了2023年12月至2025年8月期间在沙希达伊斯兰综合医疗医院诊断和治疗的1910名患者。对主要细菌和真菌病原菌的耐药性进行量化,并采用logistic回归分析确定感染的危险因素。耐甲氧西林金黄色葡萄球菌(MRSA)对万古霉素保持敏感性(58.3%),而头孢他啶/阿维巴坦对大肠埃希菌(80%)、肺炎克雷伯菌(82%)和铜绿假单胞菌(78%)具有活性。万古霉素耐药肠球菌(VRE)显示出对几乎所有抗生素的耐药性。大肠杆菌分离株中有23/51(45%)检出TEM和SHV,肺炎克雷伯菌分离株中有20/35(56%)检出TEM和SHV。在铜绿假单胞菌分离株中,VIM、NDM和OXA-48各占14/37(37%)。金黄色葡萄球菌(MRSA) 47/49株(95%)存在mecA,金黄色葡萄球菌(VRSA) 34/49株(70%)存在vanA,肠球菌(VRE) 34/43株(80%)存在vanA。对代表性多药耐药菌株进行MLST分析,发现大肠杆菌中ST131(1/3, 33%),肺炎克雷伯菌中ST11(1/3, 33%)和ST258(1/3, 33%),铜绿假单胞菌中ST175(1/3, 33%)和ST233(1/3, 33%),金黄色葡萄球菌中ST5(1/3, 33%)和ST22(1/3, 33%),肠球菌中ST17(1/3, 33%)。主成分分析显示菌种聚类明显,革兰氏阴性重叠,革兰氏阳性形成单独的组,真菌独立聚类。Logistic回归发现年龄≥65岁、ICU住院、合并症、既往抗生素暴露、侵入性手术和免疫抑制治疗是显著的AMR危险因素,而感染控制和管理可降低风险(P < 0.05)。该研究表明,大肠杆菌和肺炎凯氏菌的TEM和SHV β-内酰胺酶以及铜绿假单胞菌的VIM、NDM和OXA-48碳青霉烯酶介导了高负荷的抗微生物药物耐药性。此外,MRSA、VRSA和VRE均出现多药耐药。有效的感染控制和抗生素管理对于限制耐药病原体的传播和减少医院获得性抗生素耐药性风险仍然至关重要。
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引用次数: 0
Rebuilding the gut ecosystem: Emerging strategies targeting the microbiota in antibiotic-associated diarrhea. 重建肠道生态系统:针对抗生素相关性腹泻中微生物群的新兴策略。
IF 1.6 4区 医学 Q4 IMMUNOLOGY Pub Date : 2025-10-21 Print Date: 2025-11-27 DOI: 10.1556/030.2025.02690
Xubin Qi, Yu Li, Yaqin Zhu, Rui Shen, Zhuoxin Xie

Antibiotic-associated diarrhea (AAD) is a prevalent iatrogenic complication of antibiotic therapy, primarily triggered by dysbiosis and loss of intestinal homeostasis. The traditional interventions, such as empirical probiotic use, have shown a modest and a heterogeneous efficacy. This review integrates the current mechanistic understanding of AAD through the lens of the microbiota-mucosal-immune axis and provides a comprehensive overview of emerging therapeutic strategies. By integrating evidence from metagenomics, metabolomics, and immunology, we highlight next-generation approaches, including rationally engineered probiotics, standardized fecal microbiota transplantation (FMT), and synthetic-biology-derived interventions. Recent progress in multi-omics technologies and machine learning has enabled patient-stratified modulation of the gut microbiota, moving beyond empirical supplementation toward precision ecological reprogramming. These advanced therapies demonstrate superior outcomes in restoring microbial diversity, strengthening epithelial barrier function, and re-establishing immunological homeostasis. Ultimately, the management of AAD requires a systems-biology strategy that leverages real-time microbiome analytics for targeted, accurate, and sustainable restoration of gut health.

抗生素相关性腹泻(AAD)是一种常见的抗生素治疗医源性并发症,主要由生态失调和肠道内平衡丧失引起。传统的干预措施,如经验益生菌的使用,已经显示出适度和异质性的功效。这篇综述通过微生物-粘膜-免疫轴的视角整合了目前对AAD的机制理解,并提供了新兴治疗策略的全面概述。通过整合宏基因组学、代谢组学和免疫学的证据,我们强调了下一代方法,包括合理设计的益生菌、标准化的粪便微生物群移植(FMT)和合成生物学衍生的干预措施。多组学技术和机器学习的最新进展使肠道微生物群的患者分层调节成为可能,超越了经验补充,走向精确的生态重编程。这些先进的治疗方法在恢复微生物多样性、加强上皮屏障功能和重建免疫稳态方面表现出优异的效果。最终,AAD的管理需要一种系统生物学策略,利用实时微生物组分析来有针对性、准确和可持续地恢复肠道健康。
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引用次数: 0
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Acta microbiologica et immunologica Hungarica
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