确定与免疫性血小板减少症儿童出血风险相关的微生物群和免疫宿主因子

IF 9.9 1区 医学 Q1 HEMATOLOGY
Shelly Saini, Parastoo Sabaeifard, Laura Coughlin, Nicole Poulides, Shuheng Gan, Xiaowei Zhan, Mary Dang, Andrew Y. Koh, Ayesha Zia
{"title":"确定与免疫性血小板减少症儿童出血风险相关的微生物群和免疫宿主因子","authors":"Shelly Saini,&nbsp;Parastoo Sabaeifard,&nbsp;Laura Coughlin,&nbsp;Nicole Poulides,&nbsp;Shuheng Gan,&nbsp;Xiaowei Zhan,&nbsp;Mary Dang,&nbsp;Andrew Y. Koh,&nbsp;Ayesha Zia","doi":"10.1002/ajh.27669","DOIUrl":null,"url":null,"abstract":"<p>The hallmark of immune thrombocytopenia (ITP) is a decrease in the number of platelets in the blood, leading to excessive bruising and bleeding. While most clinically significant bleeding events in ITP occur at platelet counts &lt; 30,000/uL, patients with comparable platelet counts may have variable bleeding phenotypes. Inflammation has been shown to promote thrombosis through increasing pro-coagulant factors and inhibiting anticoagulant pathways. The gut microbiome is critical in host immune system education and thrombotic pathways, but its role in bleeding risk in ITP has not been studied. For example, lipopolysaccharide (LPS), the outer membrane glycoprotein found in gram-negative bacteria, increases coagulability by activating the toll-like receptor-4 (TLR4)-induced coagulation pathway [<span>1</span>]. In contrast, the gut microbiota-derived metabolite butyrate induces immune tolerance, mitigates inflammation, and minimizes LPS translocation in the intestines [<span>1</span>]. Systemic cytokine production correlates with specific gut microbiota, as evidenced by lower TNF- levels in humans with high levels of \n <i>Bifidobacterium adolescentis</i>\n bacteria [<span>1</span>]. We aimed to investigate the role of the microbiome and cytokine production in ITP patients with mild versus moderate–severe bleeding phenotype. We hypothesized that children with ITP with a moderate–severe bleeding phenotype would have increased levels of gut microbiota associated with mitigating local and systemic inflammation and increased anti-inflammatory systemic cytokines, as inflammation has been shown to promote thrombosis.</p><p>Our prospective IRB-approved cohort study included patients &lt; 18 years of age with acute ITP within 3 months of diagnosis and with platelet counts ≤ 30,000/uL at diagnosis at the University of Texas Southwestern (UTSW) Medical Center and Children's Health. Fecal and blood samples were obtained in inpatient and outpatient settings and stored de-identified with study-specific sample IDs. Stool samples were obtained within 36 h of inpatient IVIG or steroid initiation and prior to outpatient steroid treatment. 16S rRNA genes (variable region 4, V4) were amplified, sequenced, and analyzed from each sample. Alpha diversity metrics (Simpson diversity, Shannon diversity, Chao1 and Faith richness) were calculated. Output matrices were further analyzed by principal coordinate analysis (PCoA) using weighted UniFrac and Bray–Curtis, along with linear discriminant analysis (LDA) effect size (LEfSe) to identify differences in relative abundance at taxonomic levels. Blood samples were loaded into the MAGPIX system (Luminex corporation, Austin, Texas, USA) for cytokine analysis in the UTSW Genomics and Microarray Core Facility.</p><p>We assigned study participants to two groups, mild or moderate–severe, using the Buchanan-Adix bleeding score, with mild participants having a score ≤ 3a and moderate–severe a score ≥ 3b [<span>2</span>]. Score cutoffs were decided based on the most recent American Society of Hematology guidelines for the treatment of ITP [<span>2</span>]. Sample sizes for blood and stool samples were estimated based on previous research comparing cytokine and microbiota data between healthy controls and ITP participants to achieve a power of 80% [<span>3, 4</span>]. Clinical information obtained includes age, gender, ethnicity, antibiotic use within 1 month of diagnosis, ITP treatment, preceding viral infection, history of autoimmune disease, and bleed location.</p><p>Thirty-eight patients with ITP were evaluated for inclusion in this study. Eight patients were excluded, two of whom had past oncologic diagnoses, one with ITP &gt; 6 months past diagnosis; five refused to participate. Thirty participants with a median age of 5.5 years (IQR 2–9.5) were included, and blood samples were collected from each participant. 11 (36.7%) were diagnosed with mild phenotype and 19 (63%) with moderate–severe phenotype. The median platelet count in the moderate–severe group was 4 (IQR 4–6), and 6 (IQR 4–15) in the mild group (<i>p</i> = 0.32, Table S1). The median hematocrit in the moderate–severe group was 35.20 (IQR 29.8–37.9) and 33.6 (IQR 30.7–35.8) in the mild group (<i>p</i> = 0.99). The most common presenting bleeding location was mucosal and cutaneous in the moderate–severe group and cutaneous in the mild group. 19 (100%) participants in the moderate–severe group required acute treatment with steroids and/or IVIG, while 2 (18.2%) in the mild group did. Antibiotic use with amoxicillin was seen in 2 (10.5%) participants in the moderate–severe group and 1 (9.1%) in the mild group. No patients had a history of or were diagnosed with an autoimmune disorder during the study.</p><p>Stool samples were received for 15 participants, 3 in the mild group and 12 in the severe group. To assess the composition of the gut microbiome of ITP patients, we performed 16S ribosomal RNA (rRNA) gene sequencing analysis (V4 region) on collected stool samples. Alpha diversity (Chao1, Faith, Shannon, and Simpson), the microbial diversity within an individual patient, was not significantly different when comparing mild versus moderate–severe patients (Figure S1A). Beta diversity (Bray-Curtis and weighted Unifrac), that is, the gut microbiome diversity between the two groups, was also not significantly different (Figure S1B). Bacteroidota (particularly the family Prevotellaceae) were enriched in mild patients (Figure 1A), and in contrast, Proteobacteria and the family Enterococcaceae were enriched in the moderate–severe group (Figure 1B). Gut microbiota families Erysipelotrichaceae, Ruminococaceae, and Oscillospiraceae were significantly enriched (≥ two-fold increase in LDA score, <i>p</i> &lt; 0.05 Kruskal–Wallis) in moderate–severe versus mild patients. Mild phenotype patients had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa compared to moderate–severe counterparts (Figure 1C).</p><p>Systemic cytokine profiling revealed a significant increase in IL-1ar in the moderate–severe group compared to those with mild phenotype (<i>p</i> = 0.045, Mann Whitney). In contrast, IL-1β, G-CSF, and IFN-γ were significantly enriched in the moderate–severe group (Figure 1D). Further, a positive correlation between <i>Ruminococcus</i> gut microbiota and IL-1ar cytokine levels was identified (<i>p</i> = 0.086, Spearman correlation).</p><p>Our study revealed alterations in microbial composition and cytokine profiles between participants with mild and moderate–severe bleeding phenotypes. We found increased abundance of <i>Ruminococcus</i> microbiota in moderate–severe bleeders, while mild bleeders had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa. Increased IL-1ra was seen in moderate–severe bleeders and was positively correlated with <i>Ruminococcus</i> taxa. These differences may play a role in modulating bleeding risk in ITP patients.</p><p>Interestingly, <i>Ruminococcus</i> gut microbiota were enriched in moderate–severe bleeders. In a recent study, <i>Ruminococcus</i> was found to be decreased in radiation proctitis patients without hematochezia versus with hematochezia, showing a possible role in increasing bleeding risk [<span>5</span>]. <i>Ruminococcus</i> species are known to produce short-chain fatty acid butyrate, which is shown to inhibit the growth of pro-inflammatory gut microbiota and enhance intestinal barrier integrity [<span>1</span>]. In contrast, increased platelet activation and adhesion have been associated with acute inflammatory conditions leading to a higher incidence of thrombosis during inflammation. As such, increased <i>Ruminococcus</i> in moderate–severe bleeders may be associated with a dampened inflammatory response and thus increased bleeding risk at platelet counts similar to those of mild bleeders.</p><p>Mild bleeders had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa in their gut microbiome, all of which are Gram-negative bacteria that contain LPS on their outer membrane. In ulcerative colitis patients, those with mild UC had more <i>Megamonas</i> taxa than those with moderate to severe ulcerative colitis, indicating a possible role in modulating bleeding and disease severity [<span>6</span>]. Neither bacteria produce butyrate, which minimizes LPS translocation in the intestines by improving intestinal barrier integrity [<span>1</span>]. An increase in the Megamonas and Fusobacterium taxa in mild bleeders may be linked to increased clot-forming potential from LPS-induced coagulability and heightened inflammation due to lower butyrate levels leading to decreased bleeding risk compared to moderate–severe bleeders who have higher Gram-positive, butyrate-forming <i>Ruminococcus</i>.</p><p>Moderate–severe bleeders also exhibited increased levels of IL-1ra. Cytokines IL-1ra, IL-4, IL-10, IL-11, and IL-13 have been shown to be anti-inflammatory. We also observed a significant increase in IL-1β in moderate–severe bleeders, which is considered a pro-inflammatory cytokine, and significant increases in G-CSF and IFN-γ, the latter of which can exhibit pro-inflammatory or anti-inflammatory properties in a context-dependent fashion. While we did not see a significant increase in other anti-inflammatory cytokines, we noted a positive correlation between IL-1ra and the butyrate-producing <i>Ruminococcus</i>, suggesting a potential role in reducing inflammation in moderate–severe bleeders and concomitantly increasing bleeding risk.</p><p>Our study has many strengths, including our exclusive focus on bleeding phenotypes in the pediatric ITP population, a largely under-studied area. Viral infections and antibiotic use have been shown to alter the gut microbiome and affect inflammation; however, only a small group of participants had antibiotic use within a month of sample collection, and antibiotic use appears at similar percentages in both cohorts, making it a non-differential classification or bias. IVIG is also known to affect cytokine levels; thus, treatment in the moderate–severe group prior to sample collection could have influenced cytokine values. While our study is overall powered, the limited availability of stool samples in mild bleeders is a limitation. A larger sample size would be beneficial to increase power in future studies and validate the observations of this pilot study.</p><p>In summary, patients with moderate–severe bleeding phenotypes are enriched in anti-inflammatory bacteria and cytokines, such as <i>Ruminococcus</i> spp. and IL-1ra. These bacteria can produce metabolites, specifically short-chain fatty acids such as butyrate, which mitigate inflammation in preclinical models. Mild bleeders, however, have increased pro-inflammatory bacteria. An increase in other anti-inflammatory cytokines in moderate–severe bleeders or any pro-inflammatory cytokines in mild bleeders was not observed, setting the stage for a future study to validate our findings and establish causality. These results show the potential use of the microbiome composition as a biomarker for predicting bleeding severity in ITP and may provide a means for disease prognostication.</p><p>Shelly Saini, Andrew Y. Koh, and Ayesha Zia conceptualized, designed, and performed research. Parastoo Sabaeifard, Laura Coughlin, Nicole Poulides, Shuheng Gan, and Xiaowei Zhan analyzed the data. Shelly Saini, Andrew Y. Koh, and Ayesha Zia wrote, and all others critically edited the manuscript.</p><p>A.Y.K. received research funding from Novartis. A.Y.K. is a co-founder of Aumenta Biosciences.</p><p>IRB approval was obtained from the University of Texas Southwestern Medical Center IRB.</p><p>Informed consent was obtained for all patients.</p>","PeriodicalId":7724,"journal":{"name":"American Journal of Hematology","volume":"100 6","pages":"1090-1093"},"PeriodicalIF":9.9000,"publicationDate":"2025-03-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ajh.27669","citationCount":"0","resultStr":"{\"title\":\"Identifying Microbiota and Immune Host Factors Associated With Bleeding Risk in Children With Immune Thrombocytopenia\",\"authors\":\"Shelly Saini,&nbsp;Parastoo Sabaeifard,&nbsp;Laura Coughlin,&nbsp;Nicole Poulides,&nbsp;Shuheng Gan,&nbsp;Xiaowei Zhan,&nbsp;Mary Dang,&nbsp;Andrew Y. Koh,&nbsp;Ayesha Zia\",\"doi\":\"10.1002/ajh.27669\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p>The hallmark of immune thrombocytopenia (ITP) is a decrease in the number of platelets in the blood, leading to excessive bruising and bleeding. While most clinically significant bleeding events in ITP occur at platelet counts &lt; 30,000/uL, patients with comparable platelet counts may have variable bleeding phenotypes. Inflammation has been shown to promote thrombosis through increasing pro-coagulant factors and inhibiting anticoagulant pathways. The gut microbiome is critical in host immune system education and thrombotic pathways, but its role in bleeding risk in ITP has not been studied. For example, lipopolysaccharide (LPS), the outer membrane glycoprotein found in gram-negative bacteria, increases coagulability by activating the toll-like receptor-4 (TLR4)-induced coagulation pathway [<span>1</span>]. In contrast, the gut microbiota-derived metabolite butyrate induces immune tolerance, mitigates inflammation, and minimizes LPS translocation in the intestines [<span>1</span>]. Systemic cytokine production correlates with specific gut microbiota, as evidenced by lower TNF- levels in humans with high levels of \\n <i>Bifidobacterium adolescentis</i>\\n bacteria [<span>1</span>]. We aimed to investigate the role of the microbiome and cytokine production in ITP patients with mild versus moderate–severe bleeding phenotype. We hypothesized that children with ITP with a moderate–severe bleeding phenotype would have increased levels of gut microbiota associated with mitigating local and systemic inflammation and increased anti-inflammatory systemic cytokines, as inflammation has been shown to promote thrombosis.</p><p>Our prospective IRB-approved cohort study included patients &lt; 18 years of age with acute ITP within 3 months of diagnosis and with platelet counts ≤ 30,000/uL at diagnosis at the University of Texas Southwestern (UTSW) Medical Center and Children's Health. Fecal and blood samples were obtained in inpatient and outpatient settings and stored de-identified with study-specific sample IDs. Stool samples were obtained within 36 h of inpatient IVIG or steroid initiation and prior to outpatient steroid treatment. 16S rRNA genes (variable region 4, V4) were amplified, sequenced, and analyzed from each sample. Alpha diversity metrics (Simpson diversity, Shannon diversity, Chao1 and Faith richness) were calculated. Output matrices were further analyzed by principal coordinate analysis (PCoA) using weighted UniFrac and Bray–Curtis, along with linear discriminant analysis (LDA) effect size (LEfSe) to identify differences in relative abundance at taxonomic levels. Blood samples were loaded into the MAGPIX system (Luminex corporation, Austin, Texas, USA) for cytokine analysis in the UTSW Genomics and Microarray Core Facility.</p><p>We assigned study participants to two groups, mild or moderate–severe, using the Buchanan-Adix bleeding score, with mild participants having a score ≤ 3a and moderate–severe a score ≥ 3b [<span>2</span>]. Score cutoffs were decided based on the most recent American Society of Hematology guidelines for the treatment of ITP [<span>2</span>]. Sample sizes for blood and stool samples were estimated based on previous research comparing cytokine and microbiota data between healthy controls and ITP participants to achieve a power of 80% [<span>3, 4</span>]. Clinical information obtained includes age, gender, ethnicity, antibiotic use within 1 month of diagnosis, ITP treatment, preceding viral infection, history of autoimmune disease, and bleed location.</p><p>Thirty-eight patients with ITP were evaluated for inclusion in this study. Eight patients were excluded, two of whom had past oncologic diagnoses, one with ITP &gt; 6 months past diagnosis; five refused to participate. Thirty participants with a median age of 5.5 years (IQR 2–9.5) were included, and blood samples were collected from each participant. 11 (36.7%) were diagnosed with mild phenotype and 19 (63%) with moderate–severe phenotype. The median platelet count in the moderate–severe group was 4 (IQR 4–6), and 6 (IQR 4–15) in the mild group (<i>p</i> = 0.32, Table S1). The median hematocrit in the moderate–severe group was 35.20 (IQR 29.8–37.9) and 33.6 (IQR 30.7–35.8) in the mild group (<i>p</i> = 0.99). The most common presenting bleeding location was mucosal and cutaneous in the moderate–severe group and cutaneous in the mild group. 19 (100%) participants in the moderate–severe group required acute treatment with steroids and/or IVIG, while 2 (18.2%) in the mild group did. Antibiotic use with amoxicillin was seen in 2 (10.5%) participants in the moderate–severe group and 1 (9.1%) in the mild group. No patients had a history of or were diagnosed with an autoimmune disorder during the study.</p><p>Stool samples were received for 15 participants, 3 in the mild group and 12 in the severe group. To assess the composition of the gut microbiome of ITP patients, we performed 16S ribosomal RNA (rRNA) gene sequencing analysis (V4 region) on collected stool samples. Alpha diversity (Chao1, Faith, Shannon, and Simpson), the microbial diversity within an individual patient, was not significantly different when comparing mild versus moderate–severe patients (Figure S1A). Beta diversity (Bray-Curtis and weighted Unifrac), that is, the gut microbiome diversity between the two groups, was also not significantly different (Figure S1B). Bacteroidota (particularly the family Prevotellaceae) were enriched in mild patients (Figure 1A), and in contrast, Proteobacteria and the family Enterococcaceae were enriched in the moderate–severe group (Figure 1B). Gut microbiota families Erysipelotrichaceae, Ruminococaceae, and Oscillospiraceae were significantly enriched (≥ two-fold increase in LDA score, <i>p</i> &lt; 0.05 Kruskal–Wallis) in moderate–severe versus mild patients. Mild phenotype patients had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa compared to moderate–severe counterparts (Figure 1C).</p><p>Systemic cytokine profiling revealed a significant increase in IL-1ar in the moderate–severe group compared to those with mild phenotype (<i>p</i> = 0.045, Mann Whitney). In contrast, IL-1β, G-CSF, and IFN-γ were significantly enriched in the moderate–severe group (Figure 1D). Further, a positive correlation between <i>Ruminococcus</i> gut microbiota and IL-1ar cytokine levels was identified (<i>p</i> = 0.086, Spearman correlation).</p><p>Our study revealed alterations in microbial composition and cytokine profiles between participants with mild and moderate–severe bleeding phenotypes. We found increased abundance of <i>Ruminococcus</i> microbiota in moderate–severe bleeders, while mild bleeders had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa. Increased IL-1ra was seen in moderate–severe bleeders and was positively correlated with <i>Ruminococcus</i> taxa. These differences may play a role in modulating bleeding risk in ITP patients.</p><p>Interestingly, <i>Ruminococcus</i> gut microbiota were enriched in moderate–severe bleeders. In a recent study, <i>Ruminococcus</i> was found to be decreased in radiation proctitis patients without hematochezia versus with hematochezia, showing a possible role in increasing bleeding risk [<span>5</span>]. <i>Ruminococcus</i> species are known to produce short-chain fatty acid butyrate, which is shown to inhibit the growth of pro-inflammatory gut microbiota and enhance intestinal barrier integrity [<span>1</span>]. In contrast, increased platelet activation and adhesion have been associated with acute inflammatory conditions leading to a higher incidence of thrombosis during inflammation. As such, increased <i>Ruminococcus</i> in moderate–severe bleeders may be associated with a dampened inflammatory response and thus increased bleeding risk at platelet counts similar to those of mild bleeders.</p><p>Mild bleeders had increased <i>Megamonas</i> and <i>Fusobacterium</i> taxa in their gut microbiome, all of which are Gram-negative bacteria that contain LPS on their outer membrane. In ulcerative colitis patients, those with mild UC had more <i>Megamonas</i> taxa than those with moderate to severe ulcerative colitis, indicating a possible role in modulating bleeding and disease severity [<span>6</span>]. Neither bacteria produce butyrate, which minimizes LPS translocation in the intestines by improving intestinal barrier integrity [<span>1</span>]. An increase in the Megamonas and Fusobacterium taxa in mild bleeders may be linked to increased clot-forming potential from LPS-induced coagulability and heightened inflammation due to lower butyrate levels leading to decreased bleeding risk compared to moderate–severe bleeders who have higher Gram-positive, butyrate-forming <i>Ruminococcus</i>.</p><p>Moderate–severe bleeders also exhibited increased levels of IL-1ra. Cytokines IL-1ra, IL-4, IL-10, IL-11, and IL-13 have been shown to be anti-inflammatory. We also observed a significant increase in IL-1β in moderate–severe bleeders, which is considered a pro-inflammatory cytokine, and significant increases in G-CSF and IFN-γ, the latter of which can exhibit pro-inflammatory or anti-inflammatory properties in a context-dependent fashion. While we did not see a significant increase in other anti-inflammatory cytokines, we noted a positive correlation between IL-1ra and the butyrate-producing <i>Ruminococcus</i>, suggesting a potential role in reducing inflammation in moderate–severe bleeders and concomitantly increasing bleeding risk.</p><p>Our study has many strengths, including our exclusive focus on bleeding phenotypes in the pediatric ITP population, a largely under-studied area. Viral infections and antibiotic use have been shown to alter the gut microbiome and affect inflammation; however, only a small group of participants had antibiotic use within a month of sample collection, and antibiotic use appears at similar percentages in both cohorts, making it a non-differential classification or bias. IVIG is also known to affect cytokine levels; thus, treatment in the moderate–severe group prior to sample collection could have influenced cytokine values. While our study is overall powered, the limited availability of stool samples in mild bleeders is a limitation. A larger sample size would be beneficial to increase power in future studies and validate the observations of this pilot study.</p><p>In summary, patients with moderate–severe bleeding phenotypes are enriched in anti-inflammatory bacteria and cytokines, such as <i>Ruminococcus</i> spp. and IL-1ra. These bacteria can produce metabolites, specifically short-chain fatty acids such as butyrate, which mitigate inflammation in preclinical models. Mild bleeders, however, have increased pro-inflammatory bacteria. An increase in other anti-inflammatory cytokines in moderate–severe bleeders or any pro-inflammatory cytokines in mild bleeders was not observed, setting the stage for a future study to validate our findings and establish causality. These results show the potential use of the microbiome composition as a biomarker for predicting bleeding severity in ITP and may provide a means for disease prognostication.</p><p>Shelly Saini, Andrew Y. Koh, and Ayesha Zia conceptualized, designed, and performed research. Parastoo Sabaeifard, Laura Coughlin, Nicole Poulides, Shuheng Gan, and Xiaowei Zhan analyzed the data. Shelly Saini, Andrew Y. Koh, and Ayesha Zia wrote, and all others critically edited the manuscript.</p><p>A.Y.K. received research funding from Novartis. A.Y.K. is a co-founder of Aumenta Biosciences.</p><p>IRB approval was obtained from the University of Texas Southwestern Medical Center IRB.</p><p>Informed consent was obtained for all patients.</p>\",\"PeriodicalId\":7724,\"journal\":{\"name\":\"American Journal of Hematology\",\"volume\":\"100 6\",\"pages\":\"1090-1093\"},\"PeriodicalIF\":9.9000,\"publicationDate\":\"2025-03-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://onlinelibrary.wiley.com/doi/epdf/10.1002/ajh.27669\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"American Journal of Hematology\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://onlinelibrary.wiley.com/doi/10.1002/ajh.27669\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"HEMATOLOGY\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"American Journal of Hematology","FirstCategoryId":"3","ListUrlMain":"https://onlinelibrary.wiley.com/doi/10.1002/ajh.27669","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"HEMATOLOGY","Score":null,"Total":0}
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摘要

α多样性(Chao1, Faith, Shannon, and Simpson),即单个患者内的微生物多样性,在比较轻度和中重度患者时没有显著差异(图S1A)。β多样性(Bray-Curtis和加权Unifrac),即两组之间的肠道微生物群多样性,也没有显著差异(图S1B)。在轻度患者中,拟杆菌门(尤其是Prevotellaceae家族)富集(图1A),相反,在中度重度组中,Proteobacteria和Enterococcaceae家族富集(图1B)。与轻度患者相比,中重度患者肠道菌群丹毒菌科、瘤胃菌科和Oscillospiraceae显著丰富(LDA评分≥2倍,p &lt; 0.05 Kruskal-Wallis)。与中度重度患者相比,轻度表型患者的巨单胞菌和梭杆菌群增加(图1C)。轻度与中重度出血儿童ITP患者的肠道微生物组和细胞因子谱。(A)门和(B)科水平的肠道菌群相对丰度。(C)通过线性判别分析结合直方图投影的效应大小测量(LEfSe)分析轻度和重度出血ITP患者的差异分类丰度。所有列出的细菌群(纲、目、科、属或种)在各自的组(轻度和重度)中均显著富集(p &lt; 0.05, Kruskal-Wallis检验)。(D)采用多重ELISA (Luminex)对患者血浆样本进行全身细胞因子分析:IL-1β、IL-1ra、IL-2、IL-4、IL-5、IL-6、IL-9、IL-10、IL-15、eotaxin、碱性FGF (FGF-2)、G-CSF、GM-CSF、IFN-、IP-10、VEGF。IL-15、IP10及PDGF-Bb、VEGF均低于检测限,未纳入图中。点代表个体患者的值。柱状图表示平均值±SEM。统计分析采用曼-惠特尼检验。系统细胞因子分析显示,与轻度表型组相比,中度重度组IL-1ar显著增加(p = 0.045, Mann Whitney)。相比之下,IL-1β、G-CSF和IFN-γ在中重度组显著富集(图1D)。此外,发现瘤胃球菌肠道菌群与IL-1ar细胞因子水平呈正相关(p = 0.086, Spearman相关)。我们的研究揭示了轻度和中重度出血表型参与者之间微生物组成和细胞因子谱的变化。我们发现中重度出血患者的瘤胃球菌菌群丰度增加,而轻度出血患者的巨单胞菌和梭杆菌群增加。中重度出血患者IL-1ra升高,与瘤胃球菌群呈正相关。这些差异可能在ITP患者的出血风险调节中发挥作用。有趣的是,中重度出血患者肠道菌群富集了瘤胃球菌。在最近的一项研究中,发现无便血的放射性直肠炎患者与有便血的患者相比,瘤胃球菌减少,这可能与出血风险增加有关。已知Ruminococcus可以产生短链脂肪酸丁酸盐,这被证明可以抑制促炎肠道微生物群的生长并增强肠道屏障的完整性[1]。相反,血小板活化和粘附的增加与急性炎症有关,导致炎症期间血栓形成的发生率更高。因此,中重度出血患者鲁米诺球菌的增加可能与炎症反应减弱有关,因此血小板计数与轻度出血患者相似,出血风险增加。轻度出血患者的肠道微生物群中巨单胞菌和梭杆菌群增加,这些细菌都是革兰氏阴性细菌,它们的外膜上含有LPS。在溃疡性结肠炎患者中,轻度UC患者比中度至重度溃疡性结肠炎患者有更多的巨单胞菌群,这表明巨单胞菌可能在调节出血和疾病严重程度方面发挥作用。这两种细菌都不会产生丁酸盐,从而通过改善肠道屏障的完整性来减少LPS在肠道中的易位。轻度出血患者中巨单胞菌和梭杆菌群的增加可能与lps诱导的凝血能力增加和由于丁酸盐水平较低导致出血风险降低而导致出血风险降低有关,而中度重度出血患者中有较高的革兰氏阳性、形成丁酸盐的Ruminococcus。中重度出血患者也表现出IL-1ra水平升高。细胞因子IL-1ra、IL-4、IL-10、IL-11和IL-13已被证明具有抗炎作用。 我们还观察到,在中重度出血患者中IL-1β显著增加,这被认为是一种促炎细胞因子,而G-CSF和IFN-γ显著增加,后者可以以上下文依赖的方式表现出促炎或抗炎特性。虽然我们没有看到其他抗炎细胞因子的显著增加,但我们注意到IL-1ra与产生丁酸的瘤胃球菌之间存在正相关,这表明IL-1ra在减少中重度出血患者的炎症和同时增加出血风险方面具有潜在作用。我们的研究有很多优势,包括我们对儿科ITP人群出血表型的独家关注,这是一个很大程度上研究不足的领域。病毒感染和抗生素的使用已被证明会改变肠道微生物群并影响炎症;然而,只有一小部分参与者在样本收集的一个月内使用了抗生素,并且抗生素的使用在两个队列中呈现出相似的百分比,使其成为非差异分类或偏差。IVIG也会影响细胞因子水平;因此,在样本收集之前对中重度组进行治疗可能会影响细胞因子值。虽然我们的研究是全面有力的,但在轻度出血患者中,粪便样本的有限可用性是一个限制。更大的样本量将有利于增加未来研究的效力,并验证本初步研究的观察结果。综上所述,中重度出血表型患者体内富含抗炎细菌和细胞因子,如Ruminococcus spp.和IL-1ra。这些细菌可以产生代谢物,特别是短链脂肪酸,如丁酸盐,在临床前模型中可以减轻炎症。然而,轻度出血会增加促炎细菌。在中重度出血患者中没有观察到其他抗炎细胞因子的增加,在轻度出血患者中没有观察到任何促炎细胞因子的增加,这为未来的研究奠定了基础,以验证我们的发现并确定因果关系。这些结果表明微生物组组成作为预测ITP出血严重程度的生物标志物的潜在用途,并可能为疾病预测提供一种手段。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Identifying Microbiota and Immune Host Factors Associated With Bleeding Risk in Children With Immune Thrombocytopenia

Identifying Microbiota and Immune Host Factors Associated With Bleeding Risk in Children With Immune Thrombocytopenia

The hallmark of immune thrombocytopenia (ITP) is a decrease in the number of platelets in the blood, leading to excessive bruising and bleeding. While most clinically significant bleeding events in ITP occur at platelet counts < 30,000/uL, patients with comparable platelet counts may have variable bleeding phenotypes. Inflammation has been shown to promote thrombosis through increasing pro-coagulant factors and inhibiting anticoagulant pathways. The gut microbiome is critical in host immune system education and thrombotic pathways, but its role in bleeding risk in ITP has not been studied. For example, lipopolysaccharide (LPS), the outer membrane glycoprotein found in gram-negative bacteria, increases coagulability by activating the toll-like receptor-4 (TLR4)-induced coagulation pathway [1]. In contrast, the gut microbiota-derived metabolite butyrate induces immune tolerance, mitigates inflammation, and minimizes LPS translocation in the intestines [1]. Systemic cytokine production correlates with specific gut microbiota, as evidenced by lower TNF- levels in humans with high levels of Bifidobacterium adolescentis bacteria [1]. We aimed to investigate the role of the microbiome and cytokine production in ITP patients with mild versus moderate–severe bleeding phenotype. We hypothesized that children with ITP with a moderate–severe bleeding phenotype would have increased levels of gut microbiota associated with mitigating local and systemic inflammation and increased anti-inflammatory systemic cytokines, as inflammation has been shown to promote thrombosis.

Our prospective IRB-approved cohort study included patients < 18 years of age with acute ITP within 3 months of diagnosis and with platelet counts ≤ 30,000/uL at diagnosis at the University of Texas Southwestern (UTSW) Medical Center and Children's Health. Fecal and blood samples were obtained in inpatient and outpatient settings and stored de-identified with study-specific sample IDs. Stool samples were obtained within 36 h of inpatient IVIG or steroid initiation and prior to outpatient steroid treatment. 16S rRNA genes (variable region 4, V4) were amplified, sequenced, and analyzed from each sample. Alpha diversity metrics (Simpson diversity, Shannon diversity, Chao1 and Faith richness) were calculated. Output matrices were further analyzed by principal coordinate analysis (PCoA) using weighted UniFrac and Bray–Curtis, along with linear discriminant analysis (LDA) effect size (LEfSe) to identify differences in relative abundance at taxonomic levels. Blood samples were loaded into the MAGPIX system (Luminex corporation, Austin, Texas, USA) for cytokine analysis in the UTSW Genomics and Microarray Core Facility.

We assigned study participants to two groups, mild or moderate–severe, using the Buchanan-Adix bleeding score, with mild participants having a score ≤ 3a and moderate–severe a score ≥ 3b [2]. Score cutoffs were decided based on the most recent American Society of Hematology guidelines for the treatment of ITP [2]. Sample sizes for blood and stool samples were estimated based on previous research comparing cytokine and microbiota data between healthy controls and ITP participants to achieve a power of 80% [3, 4]. Clinical information obtained includes age, gender, ethnicity, antibiotic use within 1 month of diagnosis, ITP treatment, preceding viral infection, history of autoimmune disease, and bleed location.

Thirty-eight patients with ITP were evaluated for inclusion in this study. Eight patients were excluded, two of whom had past oncologic diagnoses, one with ITP > 6 months past diagnosis; five refused to participate. Thirty participants with a median age of 5.5 years (IQR 2–9.5) were included, and blood samples were collected from each participant. 11 (36.7%) were diagnosed with mild phenotype and 19 (63%) with moderate–severe phenotype. The median platelet count in the moderate–severe group was 4 (IQR 4–6), and 6 (IQR 4–15) in the mild group (p = 0.32, Table S1). The median hematocrit in the moderate–severe group was 35.20 (IQR 29.8–37.9) and 33.6 (IQR 30.7–35.8) in the mild group (p = 0.99). The most common presenting bleeding location was mucosal and cutaneous in the moderate–severe group and cutaneous in the mild group. 19 (100%) participants in the moderate–severe group required acute treatment with steroids and/or IVIG, while 2 (18.2%) in the mild group did. Antibiotic use with amoxicillin was seen in 2 (10.5%) participants in the moderate–severe group and 1 (9.1%) in the mild group. No patients had a history of or were diagnosed with an autoimmune disorder during the study.

Stool samples were received for 15 participants, 3 in the mild group and 12 in the severe group. To assess the composition of the gut microbiome of ITP patients, we performed 16S ribosomal RNA (rRNA) gene sequencing analysis (V4 region) on collected stool samples. Alpha diversity (Chao1, Faith, Shannon, and Simpson), the microbial diversity within an individual patient, was not significantly different when comparing mild versus moderate–severe patients (Figure S1A). Beta diversity (Bray-Curtis and weighted Unifrac), that is, the gut microbiome diversity between the two groups, was also not significantly different (Figure S1B). Bacteroidota (particularly the family Prevotellaceae) were enriched in mild patients (Figure 1A), and in contrast, Proteobacteria and the family Enterococcaceae were enriched in the moderate–severe group (Figure 1B). Gut microbiota families Erysipelotrichaceae, Ruminococaceae, and Oscillospiraceae were significantly enriched (≥ two-fold increase in LDA score, p < 0.05 Kruskal–Wallis) in moderate–severe versus mild patients. Mild phenotype patients had increased Megamonas and Fusobacterium taxa compared to moderate–severe counterparts (Figure 1C).

Systemic cytokine profiling revealed a significant increase in IL-1ar in the moderate–severe group compared to those with mild phenotype (p = 0.045, Mann Whitney). In contrast, IL-1β, G-CSF, and IFN-γ were significantly enriched in the moderate–severe group (Figure 1D). Further, a positive correlation between Ruminococcus gut microbiota and IL-1ar cytokine levels was identified (p = 0.086, Spearman correlation).

Our study revealed alterations in microbial composition and cytokine profiles between participants with mild and moderate–severe bleeding phenotypes. We found increased abundance of Ruminococcus microbiota in moderate–severe bleeders, while mild bleeders had increased Megamonas and Fusobacterium taxa. Increased IL-1ra was seen in moderate–severe bleeders and was positively correlated with Ruminococcus taxa. These differences may play a role in modulating bleeding risk in ITP patients.

Interestingly, Ruminococcus gut microbiota were enriched in moderate–severe bleeders. In a recent study, Ruminococcus was found to be decreased in radiation proctitis patients without hematochezia versus with hematochezia, showing a possible role in increasing bleeding risk [5]. Ruminococcus species are known to produce short-chain fatty acid butyrate, which is shown to inhibit the growth of pro-inflammatory gut microbiota and enhance intestinal barrier integrity [1]. In contrast, increased platelet activation and adhesion have been associated with acute inflammatory conditions leading to a higher incidence of thrombosis during inflammation. As such, increased Ruminococcus in moderate–severe bleeders may be associated with a dampened inflammatory response and thus increased bleeding risk at platelet counts similar to those of mild bleeders.

Mild bleeders had increased Megamonas and Fusobacterium taxa in their gut microbiome, all of which are Gram-negative bacteria that contain LPS on their outer membrane. In ulcerative colitis patients, those with mild UC had more Megamonas taxa than those with moderate to severe ulcerative colitis, indicating a possible role in modulating bleeding and disease severity [6]. Neither bacteria produce butyrate, which minimizes LPS translocation in the intestines by improving intestinal barrier integrity [1]. An increase in the Megamonas and Fusobacterium taxa in mild bleeders may be linked to increased clot-forming potential from LPS-induced coagulability and heightened inflammation due to lower butyrate levels leading to decreased bleeding risk compared to moderate–severe bleeders who have higher Gram-positive, butyrate-forming Ruminococcus.

Moderate–severe bleeders also exhibited increased levels of IL-1ra. Cytokines IL-1ra, IL-4, IL-10, IL-11, and IL-13 have been shown to be anti-inflammatory. We also observed a significant increase in IL-1β in moderate–severe bleeders, which is considered a pro-inflammatory cytokine, and significant increases in G-CSF and IFN-γ, the latter of which can exhibit pro-inflammatory or anti-inflammatory properties in a context-dependent fashion. While we did not see a significant increase in other anti-inflammatory cytokines, we noted a positive correlation between IL-1ra and the butyrate-producing Ruminococcus, suggesting a potential role in reducing inflammation in moderate–severe bleeders and concomitantly increasing bleeding risk.

Our study has many strengths, including our exclusive focus on bleeding phenotypes in the pediatric ITP population, a largely under-studied area. Viral infections and antibiotic use have been shown to alter the gut microbiome and affect inflammation; however, only a small group of participants had antibiotic use within a month of sample collection, and antibiotic use appears at similar percentages in both cohorts, making it a non-differential classification or bias. IVIG is also known to affect cytokine levels; thus, treatment in the moderate–severe group prior to sample collection could have influenced cytokine values. While our study is overall powered, the limited availability of stool samples in mild bleeders is a limitation. A larger sample size would be beneficial to increase power in future studies and validate the observations of this pilot study.

In summary, patients with moderate–severe bleeding phenotypes are enriched in anti-inflammatory bacteria and cytokines, such as Ruminococcus spp. and IL-1ra. These bacteria can produce metabolites, specifically short-chain fatty acids such as butyrate, which mitigate inflammation in preclinical models. Mild bleeders, however, have increased pro-inflammatory bacteria. An increase in other anti-inflammatory cytokines in moderate–severe bleeders or any pro-inflammatory cytokines in mild bleeders was not observed, setting the stage for a future study to validate our findings and establish causality. These results show the potential use of the microbiome composition as a biomarker for predicting bleeding severity in ITP and may provide a means for disease prognostication.

Shelly Saini, Andrew Y. Koh, and Ayesha Zia conceptualized, designed, and performed research. Parastoo Sabaeifard, Laura Coughlin, Nicole Poulides, Shuheng Gan, and Xiaowei Zhan analyzed the data. Shelly Saini, Andrew Y. Koh, and Ayesha Zia wrote, and all others critically edited the manuscript.

A.Y.K. received research funding from Novartis. A.Y.K. is a co-founder of Aumenta Biosciences.

IRB approval was obtained from the University of Texas Southwestern Medical Center IRB.

Informed consent was obtained for all patients.

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来源期刊
CiteScore
15.70
自引率
3.90%
发文量
363
审稿时长
3-6 weeks
期刊介绍: The American Journal of Hematology offers extensive coverage of experimental and clinical aspects of blood diseases in humans and animal models. The journal publishes original contributions in both non-malignant and malignant hematological diseases, encompassing clinical and basic studies in areas such as hemostasis, thrombosis, immunology, blood banking, and stem cell biology. Clinical translational reports highlighting innovative therapeutic approaches for the diagnosis and treatment of hematological diseases are actively encouraged.The American Journal of Hematology features regular original laboratory and clinical research articles, brief research reports, critical reviews, images in hematology, as well as letters and correspondence.
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