Gut Microbiome as a Potential Marker of Hematologic Recovery Following Induction Therapy in Acute Myeloid Leukemia Patients

IF 3.1 2区 医学 Q2 ONCOLOGY Cancer Medicine Pub Date : 2025-01-27 DOI:10.1002/cam4.70501
Valentina Salvestrini, Gabriele Conti, Federica D'Amico, Gianluca Cristiano, Marco Candela, Michele Cavo, Silvia Turroni, Antonio Curti
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Abstract

Background

The management of acute myeloid leukemia (AML) is hindered by treatment-related toxicities and complications, particularly cytopenia, which remains a leading cause of mortality. Given the pivotal role of the gut microbiota (GM) in hemopoiesis and immune regulation, we investigated its impact on hematologic recovery during AML induction therapy.

Methods

We profiled the GM of 27 newly diagnosed adult AML patients using 16S rRNA amplicon sequencing and correlated it with key clinical parameters before and after induction therapy.

Results

Our investigation revealed intriguing associations between the GM composition and crucial recovery indicators, including platelet, lymphocyte, and neutrophil counts, and identified early GM signatures predictive of improved hematologic recovery. Remarkably, patients demonstrating superior recovery had higher alpha diversity and enrichment in health-associated taxa belonging to the genera Faecalibacterium, Ruminococcus, Blautia, and Butyricimonas at diagnosis.

Conclusions

Despite certain study limitations, our findings suggest that evaluating GM features could serve as a potential marker for hematologic recovery. This preliminary work opens avenues for personalized risk assessment and interventions, possibly involving GM modulation tools, to optimize recovery in AML patients undergoing induction therapy and potentially enhancing overall outcomes in individuals with hematologic diseases.

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肠道微生物组是急性髓性白血病患者接受诱导疗法后血液学恢复的潜在标志物
背景:急性髓性白血病(AML)的治疗受到治疗相关毒性和并发症的阻碍,特别是细胞减少症,这仍然是导致死亡的主要原因。鉴于肠道微生物群(GM)在造血和免疫调节中的关键作用,我们研究了其在AML诱导治疗期间对血液学恢复的影响。方法:采用16S rRNA扩增子测序技术对27例新诊断的成年AML患者进行基因分析,并将其与诱导治疗前后的关键临床参数进行相关性分析。结果:我们的研究揭示了GM成分与关键恢复指标(包括血小板、淋巴细胞和中性粒细胞计数)之间的有趣关联,并确定了早期GM特征预测血液恢复的改善。值得注意的是,表现出良好恢复的患者在诊断时具有更高的α多样性和属于Faecalibacterium, Ruminococcus, Blautia和Butyricimonas的健康相关分类群的富集。结论:尽管有一定的研究局限性,我们的研究结果表明,评估GM特征可以作为血液学恢复的潜在标志。这项初步工作为个性化风险评估和干预开辟了道路,可能涉及转基因调节工具,以优化接受诱导治疗的AML患者的康复,并有可能提高血液病患者的总体预后。
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来源期刊
Cancer Medicine
Cancer Medicine ONCOLOGY-
CiteScore
5.50
自引率
2.50%
发文量
907
审稿时长
19 weeks
期刊介绍: Cancer Medicine is a peer-reviewed, open access, interdisciplinary journal providing rapid publication of research from global biomedical researchers across the cancer sciences. The journal will consider submissions from all oncologic specialties, including, but not limited to, the following areas: Clinical Cancer Research Translational research ∙ clinical trials ∙ chemotherapy ∙ radiation therapy ∙ surgical therapy ∙ clinical observations ∙ clinical guidelines ∙ genetic consultation ∙ ethical considerations Cancer Biology: Molecular biology ∙ cellular biology ∙ molecular genetics ∙ genomics ∙ immunology ∙ epigenetics ∙ metabolic studies ∙ proteomics ∙ cytopathology ∙ carcinogenesis ∙ drug discovery and delivery. Cancer Prevention: Behavioral science ∙ psychosocial studies ∙ screening ∙ nutrition ∙ epidemiology and prevention ∙ community outreach. Bioinformatics: Gene expressions profiles ∙ gene regulation networks ∙ genome bioinformatics ∙ pathwayanalysis ∙ prognostic biomarkers. Cancer Medicine publishes original research articles, systematic reviews, meta-analyses, and research methods papers, along with invited editorials and commentaries. Original research papers must report well-conducted research with conclusions supported by the data presented in the paper.
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