Dravillas Caroline, Williams Nyelia, Husain Marium, Hoyd Rebecca, Hussein Ahmed, Meara Alexa, Lynn Mari, Bibi Amna, Conrad Bailey, Lepola Noah, Gray Shannon, Bodnar Michael, Arya Namrata, Roberts Scott, Hoang Phuong, Apparicio Jessica, Merrill Deanna, Wu Richard, Verschraegen Claire, Burd Christin E, Kendra Kari, Spakowicz Dan
Division of Medical Oncology, Department of Internal Medicine, The Ohio State University Comprehensive Cancer Center; Columbus, OH, USA.
The Ohio State University College of Medicine; Columbus, OH, USA.
medRxiv. 2025 Jan 31:2025.01.30.25321413. doi: 10.1101/2025.01.30.25321413.
Improved understanding of the factors that underlie immune checkpoint inhibitor (ICI) response and toxicity are needed as only half of patients with metastatic melanoma respond, and 10-40% experience immune-related adverse events (irAEs). Modifying the gut microbiome could positively affect response to ICIs and reduce toxicities. Here, we sought to determine if the pre-treatment gut microbiome predicts ICI response or toxicity in the setting of metastatic melanoma. Melanoma patients (n=88) over 18 years of age, planning to receive ICI therapy enrolled in a prospective observational cohort study at The Ohio State University Comprehensive Cancer Center Skin Cancer Clinic. Patients taking corticosteroids for indications other than adrenal physiologic replacement were excluded. Stools were collected at baseline, within 10 days of an irAE as determined by CTCAE v 5.0 criteria, and at 12 weeks. ICI response and progression-free survival (PFS) were evaluated q12 weeks using Response Evaluation Criteria in Solid Tumors (RECIST v1.1). Metagenomic whole-genome shotgun sequencing of the microbiome was classified using MetaPhlAn4/HUMAnN3 and differential abundance analyzed with ANCOM-BC2. Of the 88 patients enrolled, 41 had metastatic disease and complete data. There were 25 participants classified as responders, defined as having complete response or partial response according to RECIST criteria, or stable disease with 6-month PFS. Grade ≥ 1 irAEs were observed in 15/41 participants. The abundance of (q-value = 0.002) and (q-value = 0.003) were enriched in responders, (q-value= 0.001) and (q-value =0.002) in non-responders. , as well as several other , were associated with response and no irAE (response q-value = 0.02, no irAE q-value = 0.02). The association of response to ICIs with several taxa in the family , a prevalent microbial family in the gut, is consistent with prior research, which has found that this family may influence treatment outcomes through various mechanisms, such as immune regulation, metabolism, and pathogen exclusion. While no statistical relationship was observed between response and irAEs in this cohort, the microbes associated with both could serve as biomarkers. Future studies to assign causal roles for (specific microbes) in response and toxicity could identify mechanisms to improve patient outcomes.
由于只有一半的转移性黑色素瘤患者对免疫检查点抑制剂(ICI)有反应,且10%-40%的患者会出现免疫相关不良事件(irAE),因此需要更好地了解ICI反应和毒性的潜在因素。改变肠道微生物群可能会对ICI反应产生积极影响并降低毒性。在这里,我们试图确定治疗前的肠道微生物群是否能预测转移性黑色素瘤患者对ICI的反应或毒性。18岁以上计划接受ICI治疗的黑色素瘤患者(n=88)参加了俄亥俄州立大学综合癌症中心皮肤癌诊所的一项前瞻性观察队列研究。因肾上腺生理性替代以外的适应症服用皮质类固醇的患者被排除。在基线、根据CTCAE v 5.0标准确定的irAE发生后10天内以及12周时收集粪便。使用实体瘤疗效评价标准(RECIST v1.1)每12周评估一次ICI反应和无进展生存期(PFS)。使用MetaPhlAn4/HUMAnN3对微生物群的宏基因组全基因组鸟枪法测序进行分类,并使用ANCOM-BC2分析差异丰度。在纳入的88名患者中,41名患有转移性疾病并拥有完整数据。有25名参与者被归类为反应者,根据RECIST标准定义为完全缓解或部分缓解,或疾病稳定且无进展生存期达6个月。在41名参与者中,有15名观察到≥1级irAE。反应者中 (q值=0.002)和 (q值=0.003)的丰度增加,无反应者中 (q值=0.001)和 (q值=0.002)的丰度增加。 以及其他几种 与反应和无irAE相关(反应q值=0.02,无irAE q值=0.02)。肠道中普遍存在的微生物家族 中的几种分类群与ICI反应的关联与先前的研究一致,先前研究发现该家族可能通过免疫调节、代谢和病原体排除等多种机制影响治疗结果。虽然在该队列中未观察到反应与irAE之间的统计关系,但与两者相关的微生物都可作为生物标志物。未来研究确定(特定微生物)在反应和毒性中的因果作用,可能会发现改善患者预后的机制。