recurrence and metastasis

复发和转移
  • 文章类型: Journal Article
    嗅觉神经母细胞瘤很少分泌促肾上腺皮质激素,导致异位促肾上腺皮质激素综合征。然而,患病率,定时,嗅觉神经母细胞瘤患者异位促肾上腺皮质激素综合征的触发因素仍不清楚。本研究旨在调查这些因素并进行文献综述。包括在我们机构接受手术的15例嗅觉神经母细胞瘤患者。通过使用免疫组织化学评估促肾上腺皮质激素的表达来评估异位促肾上腺皮质激素综合征的患病率。此外,回顾了先前报告中26例发生异位促肾上腺皮质激素综合征的嗅觉神经母细胞瘤患者。在15名患者中,三个(20%)在初次手术时显示促肾上腺皮质激素阳性肿瘤细胞,和两个(13%)发生异位促肾上腺皮质激素综合征。嗅觉神经母细胞瘤初始治疗后,发生异位促肾上腺皮质激素综合征的时间为2.5年和10年。在文献综述的基础上,9例复发性和转移性嗅神经母细胞瘤患者在初次手术后出现异位促肾上腺皮质激素综合征,谁,三个人在发生异位促肾上腺皮质激素综合征后确诊疾病,三个在疾病进展期间发展,两个在接受化疗后发展,一个是在做活组织检查后出现的.初次治疗后,异位促肾上腺皮质激素综合征的发生时间为2.5-15年。我们的研究表明,承认嗅觉神经母细胞瘤可以表现为异位促肾上腺皮质激素综合征,具有一定的低患病率是至关重要的。此外,我们的研究推测肿瘤刺激,如活检或化疗,以及疾病进展,可引发异位促肾上腺皮质激素综合征的发病。因此,嗅觉神经母细胞瘤可发展为异位促肾上腺皮质激素综合征,即使在最初的治疗后很久。
    Olfactory neuroblastomas rarely secrete adrenocorticotropic hormone, leading to ectopic adrenocorticotropic hormone syndrome. However, the prevalence, timing, and triggers of ectopic adrenocorticotropic hormone syndrome in patients with olfactory neuroblastomas remain unclear. This study aimed to investigate these factors and conduct a literature review. Fifteen patients with olfactory neuroblastomas who underwent surgery at our institution were included. The prevalence of ectopic adrenocorticotropic hormone syndrome development was assessed by evaluating adrenocorticotropic hormone expression using immunohistochemistry. Furthermore, 26 patients with olfactory neuroblastomas who developed ectopic adrenocorticotropic hormone syndrome from previous reports were reviewed. Among the 15 patients, three (20%) showed adrenocorticotropic hormone-positive tumor cells at the time of initial surgery, and two (13%) developed ectopic adrenocorticotropic hormone syndrome. The timing of developing ectopic adrenocorticotropic hormone syndrome was 2.5 and 10 years following the initial treatment of olfactory neuroblastoma. Based on the literature review, nine patients with recurrent and metastatic olfactory neuroblastoma developed ectopic adrenocorticotropic hormone syndrome after the initial surgery, of whom, three had confirmed disease after developing ectopic adrenocorticotropic hormone syndrome, three developed during disease progression, two developed after receiving chemotherapy, and one developed after undergoing a biopsy. The timing of ectopic adrenocorticotropic hormone syndrome was 2.5-15 years after initial treatment. Our study revealed that acknowledging olfactory neuroblastomas can manifest as ectopic adrenocorticotropic hormone syndrome with a certain low prevalence is crucial. Moreover, our study speculated that tumor stimulation, such as biopsy or chemotherapy, as well as disease progression, could trigger ectopic adrenocorticotropic hormone syndrome onset. Thus, olfactory neuroblastomas can develop into ectopic adrenocorticotropic hormone syndrome, even long after the initial treatment.
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  • 文章类型: Case Reports
    伴有骨髓转移的鼻咽癌呈现出罕见且具有挑战性的临床情景,与预后极差相关。虽然在这种情况下,标准治疗方案的疗效和耐受性有限,个性化的方法越来越必要。我们介绍了一名64岁男性,被诊断为复发性非角质化未分化鼻咽癌并伴有广泛的骨髓转移(rTxN0M1)。治疗开始于基于免疫疗法的联合治疗,由pembrolizumab和低剂量顺铂组成,这导致了最初的反应。随后,有一个过渡到标准剂量nab-紫杉醇-顺铂化疗联合pembrolizumab,其次是pembrolizumab+fruquintinib维持治疗.患者通过肿瘤标志物的重新规范化实现了持续的反应,影像学发现,骨活检,导致完全缓解。该病例强调了通过结合免疫疗法的个体化治疗方法成功治疗鼻咽癌广泛的骨髓转移。
    Nasopharyngeal carcinoma with bone marrow metastasis presents a rare and challenging clinical scenario associated with exceedingly poor prognosis. While standard treatment regimens offer limited efficacy and tolerability in such cases, individualized approaches are increasingly necessary. We present the case of a 64-year-old male diagnosed with recurrent nonkeratinizing undifferentiated nasopharyngeal carcinoma with extensive bone marrow metastasis (rTxN0M1). Treatment was initiated with immunotherapy-based combination therapy, consisting of pembrolizumab and low-dose cisplatin, which resulted in an initial response. Subsequently, there was a transition to standard-dose nab-paclitaxel-cisplatin chemotherapy in combination with pembrolizumab, followed by maintenance therapy with pembrolizumab plus fruquintinib. The patient achieved a sustained response with renormalization of tumor markers, imaging findings, and bone biopsies, resulting in complete remission. This case highlights the successful management of nasopharyngeal carcinoma with extensive bone marrow metastasis through an individualized treatment approach incorporating immunotherapy.
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  • 文章类型: Journal Article
    目的:本研究评估了68Ga-FAPI-04PET/CT与18F-FDGPET/CT在原发性,经常性,和转移性卵巢癌。
    方法:招募了79名进行68Ga-FAPI-04和18F-FDGPET/CT的卵巢癌患者。目标背景比(TBR),最大标准化摄取值(SUVmax),阳性病变的数量,视觉评估,腹膜癌指数(PCI)评分,分期/重新分期,从相应的PET/CT比较治疗策略。此外,我们分析并对比了两种扫描的诊断效能.
    结果:在所有患者中,评估6个用于初始评估,评估73个用于复发和转移检测。对于所有病变,68Ga-FAPI-04PET/CT表现出比18F-FDGPET/CT更大的TBR。68Ga-FAPI-04PET/CT对腹膜转移的敏感性更高,包括基于患者和基于病变的分析(95.00%vs.83.33%,P=0.065;90.16%vs.60.66%,P<0.001)和更高的PCI评分[中位PCI:6(4,12)与4(2,8),P<0.001]。根据视觉评估,68Ga-FAPI-04PET在55.93%(33/59)的腹膜转移患者中显示较大程度的转移。68Ga-FAPI-04在7例患者中被升级(8.86%,7/79)和两种扫描的差异导致11例患者的治疗策略发生变化(13.92%,11/79).
    结论:68Ga-FAPI-04PET/CT在识别转移灶方面优于18F-FDGPET/CT,可以作为治疗卵巢癌患者的潜在补充。
    OBJECTIVE: This study assesses the diagnostic performance of 68Ga-FAPI-04 PET/CT compared to 18F-FDG PET/CT in primary, recurrent, and metastatic ovarian cancer.
    METHODS: Seventy-nine ovarian cancer patients who performed 68Ga-FAPI-04 and 18F-FDG PET/CT were recruited. The target-to-background ratio (TBR), maximum standardized uptake value (SUVmax), the number of positive lesions, visual assessment, the peritoneal cancer index (PCI) score, staging/restaging, and treatment strategies were compared from the corresponding PET/CT. Additionally, we analyzed and contrasted the diagnostic efficacy in both scans.
    RESULTS: Among all patients, 6 were assessed for initial assessment and 73 for recurrence and metastasis detection. For all lesions, 68Ga-FAPI-04 PET/CT demonstrated greater TBR than 18F-FDG PET/CT. 68Ga-FAPI-04 PET/CT demonstrated higher sensitivity for peritoneal metastases including patient-based and lesion-based analysis (95.00% vs. 83.33%, P = 0.065; 90.16% vs. 60.66%, P < 0.001) and a higher PCI score [median PCI: 6 (4, 12) vs. 4 (2, 8), P < 0.001]. According to the visual assessment, 68Ga-FAPI-04 PET revealed larger extent metastases in 55.93% (33/59) of the patients with peritoneal metastases. 68Ga-FAPI-04 was upstaged in 7 patients (8.86%, 7/79) and discrepancies in both scans caused treatment strategies to change in 11 patients (13.92%, 11/79).
    CONCLUSIONS: 68Ga-FAPI-04 PET/CT outperforms 18F-FDG PET/CT in identifying metastases and can be a potential supplement for managing ovarian cancer patients.
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  • 文章类型: Journal Article
    这项回顾性研究分析了PD-1抑制剂联合白蛋白结合紫杉醇和顺铂(TP方案)治疗复发性和转移性下咽/喉鳞状细胞癌(RMHSCC/RMLSCC)的疗效。
    纳入2020年8月1日至2023年8月15日在中山大学肿瘤中心诊断和治疗的经组织学证实的RMHSCC/RMLSCC患者。所有患者均接受PD-1抑制剂联合白蛋白结合型紫杉醇(260mg/m2)和顺铂(60mg/m2)治疗3-4个周期。主要终点是总生存期(OS)和无进展生存期(PFS)。
    共50例RMHSCC/RMLSCC患者接受TP+PD-1抑制剂治疗,客观缓解率(ORR)为56.0%(28/50)。1年和2年OS率分别为80.2%(95%CI:69.3%-92.9%)和68.6%(95%CI:52.6%-89.5%),分别,而1年和2年PFS率分别为44.7%(95%CI:31.9%-62.5%)和26.0%(95%CI:12.6%-53.4%),分别。治疗相关的不良事件主要包括皮疹,骨髓抑制,胃肠道反应,和甲状腺功能减退。
    在用TP+PD-1抑制剂治疗RMHSCC/RMLSCC时,在保证治疗方案安全性的前提下,可以提高患者的生存率。
    UNASSIGNED: This retrospective study analyzed the efficacy of PD-1 inhibitors combined with albumin-bound paclitaxel and cisplatin (TP regimen) in the treatment of recurrent and metastatic hypopharyngeal/laryngeal squamous cell carcinoma (RMHSCC/RMLSCC).
    UNASSIGNED: Patients diagnosed and treated at the Sun Yat-sen University Cancer Center from August 1, 2020, to August 15, 2023, with histologically confirmed RMHSCC/RMLSCC were included. All patients received PD-1 inhibitors combined with albumin-bound paclitaxel (260mg/m2) and cisplatin (60mg/m2) for 3-4 cycles. The primary endpoints were overall survival (OS) and progression-free survival (PFS).
    UNASSIGNED: A total of 50 patients with RMHSCC/RMLSCC who received TP+PD-1 inhibitor therapy were included, with an objective response rate (ORR) of 56.0% (28/50). The 1-year and 2-year OS rates were 80.2% (95% CI: 69.3%-92.9%) and 68.6% (95% CI: 52.6%-89.5%), respectively, while the 1-year and 2-year PFS rates were 44.7% (95% CI: 31.9%-62.5%) and 26.0% (95% CI: 12.6%-53.4%), respectively. Treatment-related adverse events mainly included rash, myelosuppression, gastrointestinal reactions, and hypothyroidism.
    UNASSIGNED: In the treatment of RMHSCC/RMLSCC with TP + PD-1 inhibitors, survival rates of patients can be improved while ensuring the safety of the treatment regimen.
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  • 文章类型: Journal Article
    我们以前的工作开发了声响应细菌,这使得能够通过超声波精确调节转基因表达。然而,为了引导声波精确地照射它们,仍然很难可视化这些细菌。这里,我们开发了超声可见的工程细菌,并在其表面上用阿霉素(DOX)对其进行化学修饰。这些工程细菌(Ec@DIG-GVs)可以产生气体囊泡(GVs),为远程热疗高强度聚焦超声(hHIFU)诱导干扰素(IFN)-γ基因表达提供实时成像指导。IFN-γ的产生可以杀死肿瘤细胞,诱导巨噬细胞极化从M2到M1表型,促进树突状细胞的成熟。DOX可以在酸性肿瘤微环境中释放,导致肿瘤细胞的免疫原性细胞死亡。IFN-γ和DOX的同时作用激活肿瘤特异性T细胞反应,产生协同抗肿瘤功效。我们的研究为细菌介导的肿瘤化学免疫疗法提供了有希望的策略。
    Our previous work developed acoustic response bacteria, which enable the precise tuning of transgene expression through ultrasound. However, it is still difficult to visualize these bacteria in order to guide the sound wave to precisely irradiate them. Here, we develop ultrasound-visible engineered bacteria and chemically modify them with doxorubicin (DOX) on their surfaces. These engineered bacteria (Ec@DIG-GVs) can produce gas vesicles (GVs), providing a real-time imaging guide for remote hyperthermia high-intensity focused ultrasound (hHIFU) to induce the expression of the interferon (IFN)-γ gene. The production of IFN-γ can kill tumor cells, induce macrophage polarization from the M2 to the M1 phenotype, and promote the maturation of dendritic cells. DOX can be released in the acidic tumor microenvironment, resulting in immunogenic cell death of tumor cells. The concurrent effects of IFN-γ and DOX activate a tumor-specific T cell response, producing the synergistic anti-tumor efficacy. Our study provides a promising strategy for bacteria-mediated tumor chemo-immunotherapy.
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  • 文章类型: Journal Article
    这项研究确定了Ki-67表达的临界值,并讨论了Ki-67与组织学分级之间的相互作用,进一步探讨Ki-67在激素受体阳性和人表皮生长因子受体2阴性(HR+/HER2-)乳腺癌中的预后作用。
    我们通过免疫组织化学(IHC)评估了2015年至2019年在宁夏医科大学总医院诊断的956例HR/HER2乳腺癌患者的Ki-67表达,无病生存期(DFS)定义为从术后到首次局部复发的时间,远处转移或疾病死亡。通过住院或门诊病历和电话进行随访。
    22.5%用作HR+/HER2-乳腺癌中Ki-67低/高表达的截止值。与14%的值相比,这是目前临床上常用的,两个值的一致性中等(Kappa=0.484,P<0.001)。Ki-67的表达随品级增加而增加。(中值:G1:10%;G2:20%;G3:40%。平均值:G1:13%;G2:23%;G3:39%,P<0.001)。生存分析基于所有患者,中位时间为51个月(24-89个月),63例随访中复发或转移,其中21例Ki-67低表达,42例高表达。Ki-67≥22.5%的患者早期复发和转移的风险高于Ki-67<22.5%的患者2.969。有4例局部复发,7例区域淋巴结转移,所有患者中有52例远处转移,常见的远处转移是骨,肝脏,和肺,罕见的转移是肾上腺,骨髓,和心包.
    在HR+/HER2-乳腺癌中,Ki-67>22.5%的患者预后较差,更容易出现早期复发和转移.
    UNASSIGNED: This study determined the cut-off value of Ki-67 expression and discussed the interaction between Ki-67 and histological grade, further explored the prognostic role of Ki-67 in hormone receptor-positive and human epidermal growth factor receptor 2 negative (HR+/HER2-) breast cancer;.
    UNASSIGNED: We assessed the Ki-67 expression of 956 patients with HR+/HER2 breast cancer diagnosed in the General Hospital of Ningxia Medical University from 2015 to 2019 by immunohistochemistry (IHC), The disease-free survival (DFS) was defined as the time from postoperative to the first local recurrence, distant metastasis or death of the disease. The follow-up by means of inpatient or outpatient medical records and telephone.
    UNASSIGNED: 22.5% was used as the cut-off for low/high Ki-67 expression in HR+/HER2- breast cancer. Compared with the value of 14%, which is commonly used in clinic at present, the consistency of the two values is moderate (Kappa = 0.484, P<0.001). The expression of Ki-67 was increased with the grade. (Median: G1:10%; G2:20%; G3:40%. Mean: G1:13%; G2:23%; G3:39%, P <0.001). Survival analysis was based on all patients for a median of 51 months (24-89 months), 63 cases had recurrence or metastasis during the follow-up, which 21 cases had low expression of Ki-67 and 42 cases had high expression. The patients with Ki-67 ≥ 22.5% had a 2.969 higher risk of early recurrence and metastasis than the patients with Ki-67 < 22.5%. There were 4 cases of local recurrence, 7 cases of regional lymph node metastasis, and 52 cases of distant metastasis in all patients, the common distant metastases were bone, liver, and lung, and rare metastases were adrenal gland, bone marrow, and pericardium.
    UNASSIGNED: In HR+/HER2- breast cancer, patients with Ki-67 > 22.5% have a worse prognosis and are more likely to have early recurrence and metastasis.
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  • 文章类型: Journal Article
    目的:回顾性分析放疗联合化疗治疗复发性肾盂输尿管转移性癌的安全性和有效性。
    方法:109例患者纳入本研究,其中放化疗组44例,化疗组65例。使用倾向评分匹配(PSM)以1:1匹配来平衡两组的基线特征。采用Kaplan-Meier法计算PFS和OS。采用Cox回归模型进行多因素分析。通过CTCAEv5.0评估副作用。结果:中位随访时间为14.5个月。多因素分析显示放疗是影响OS的独立预后因素(HR:0.327,95%CI0.157~0.680,P=0.003)。匹配后,两组都有40名患者,放化疗组的中位PFS和OS长于化疗组(PFS:10.4vs.6.7个月,P=0.035;操作系统:43.5vs.18.8个月,P<0.001)。此外,在放化疗组,一线化疗失败前接受放疗的患者PFS长于化疗失败后接受放疗的患者(中位PFS:15.7vs.6个月,P=0.003)。两组之间3-4级毒性的发生率没有显着差异(52.3%vs.50.8%,P=0.878)。
    结论:对于复发性转移性肾盂和输尿管癌患者,放疗联合化疗耐受性好,有望带来长期生存效益,早期介入放疗的好处可能更明显。
    OBJECTIVE: To retrospectively investigate the safety and efficacy of radiotherapy combined with chemotherapy for recurrent metastatic renal pelvic and ureteral carcinoma.
    METHODS: 109 patients were enrolled in this study, including 44 patients in the radiochemotherapy group and 65 patients in the chemotherapy group. Propensity score matching (PSM) was used to balance the baseline characteristics of the two groups by 1:1 matching. Kaplan-Meier method was used to calculate PFS and OS. Cox regression model was used for multivariate analysis. The side effects were evaluated by CTCAE v5.0 RESULTS: The median follow-up time was 14.5 months. Multivariate analysis showed that radiotherapy was a good independent prognostic factor for OS (HR: 0.327, 95% CI 0.157-0.680, P = 0.003). After matching, there were 40 patients in both groups, and the median PFS and OS in the radiochemotherapy group were longer than those in the chemotherapy group (PFS: 10.4 vs. 6.7 months, P = 0.035; OS: 43.5 vs. 18.8 months, P < 0.001). In addition, in the radiochemotherapy group, patients treated with radiotherapy before first-line chemotherapy failure had a longer PFS than those treated with radiotherapy after chemotherapy failure (median PFS: 15.7 vs. 6 months, P = 0.003). There was no significant difference in the incidence of grade 3-4 toxicities between the two groups (52.3% vs. 50.8%, P = 0.878).
    CONCLUSIONS: For patients with recurrent metastatic renal pelvic and ureteral carcinoma, radiotherapy combined with chemotherapy is well tolerable and expected to bring long-term survival benefits, and the benefits of early interventional radiotherapy may be more obvious.
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  • 文章类型: Journal Article
    肝细胞癌(HCC)是世界范围内常见的恶性肿瘤。尽管近年来治疗策略有所改善,HCC的长期预后远不能令人满意,主要原因是术后复发率和转移率高。血管肿瘤血栓,包括微血管侵犯(MVI)和门静脉癌栓(PVTT),影响肝切除和肝移植的效果。如果术前发现血管侵犯,尤其是MVI的风险,选择更合理的手术方式,以降低术后复发和转移的风险。然而,缺乏可靠的预测方法,MVI/PVTT的形成机制尚不清楚。目前,没有研究探索从单个循环肿瘤细胞(CTC)的HCC形成肿瘤血栓的可能性,也没有任何相关研究来描述作为MVI/PVTT重要组成部分的HCCCTC的可能主导作用和分子机制。在这项研究中,我们回顾了目前对MVI的理解和可能的机制,讨论CTCs在MVI形成中的作用以及与循环中免疫细胞的相互作用。总之,我们讨论了潜在治疗靶点的意义和HCC临床治疗的前景。
    Hepatocellular carcinoma (HCC) is a common malignant tumor worldwide. Although the treatment strategies have been improved in recent years, the long-term prognosis of HCC is far from satisfactory mainly due to high postoperative recurrence and metastasis rate. Vascular tumor thrombus, including microvascular invasion (MVI) and portal vein tumor thrombus (PVTT), affects the outcome of hepatectomy and liver transplantation. If vascular invasion could be found preoperatively, especially the risk of MVI, more reasonable surgical selection will be chosen to reduce the risk of postoperative recurrence and metastasis. However, there is a lack of reliable prediction methods, and the formation mechanism of MVI/PVTT is still unclear. At present, there is no study to explore the possibility of tumor thrombus formation from a single circulating tumor cell (CTC) of HCC, nor any related study to describe the possible leading role and molecular mechanism of HCC CTCs as an important component of MVI/PVTT. In this study, we review the current understanding of MVI and possible mechanisms, discuss the function of CTCs in the formation of MVI and interaction with immune cells in the circulation. In conclusion, we discuss implications for potential therapeutic targets and the prospect of clinical treatment of HCC.
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  • 文章类型: Journal Article
    血管外皮细胞瘤(HPCs)是罕见的血管肿瘤,头颈部血管外皮细胞瘤(HNHPC)占所有HPCs的11%至16%,可能发生在任何年龄。然而,根据最近的一项研究,HNHPC最常见于中年人,女性患者略有优势。在目前的情况下,我们报道了HNHPC的成功治疗。
    Hemangiopericytomas (HPCs) are rare vascular tumors, and head and neck hemangiopericytoma (HNHPC) accounts for 11% to 16% of all HPCs, possibly occurring at any age. However, according to a recent study, HNHPC was most frequently observed in middle-aged adults and had a slight predominance of female patients. In the present case, we report the successful treatment of HNHPC.
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  • 文章类型: Meta-Analysis
    背景。局部复发和远处转移是癌症患者死亡的主要原因。在识别患者复发和转移的标志物时,仅考虑物种丰度变化会阻碍寻找解决方案。假说。考虑微生物丰度变化和微生物相互作用有助于鉴定肿瘤复发和转移的微生物标志物。瞄准.这项研究旨在同时考虑微生物丰度变化和微生物相互作用,以确定多种癌症类型复发和转移的微生物标志物。方法。从癌症基因组图谱(TCGA)中收集了一千一百六个非RM(初次手术后3年内无复发和转移的患者)组织样品和912个RM(初次手术后3年内有复发或转移的患者)组织样品,代表11种癌症类型。结果。在11种癌症中,肿瘤组织细菌组成显着差异。其中,四种癌症的组织微生物组,头颈部鳞状细胞癌(HNSC),肺鳞状细胞癌(LUSC),胃腺癌(STAD)和子宫内膜癌(UCEC),在预测患者复发和转移方面表现相对较好,受试者工作特征曲线下面积(AUC)分别为0.78、0.74、0.91和0.93。考虑到四种癌症的物种丰度变化和微生物相互作用,九个属的组合(Niastella,Schlesneria,硫代碱弧菌,不动杆菌,Sphaerotilus,硫单胞菌,Lawsonia,放线杆菌和螺旋体)在预测患者生存率方面表现最佳。结论。一起来看,我们的结果暗示,综合考虑微生物丰度变化和微生物相互作用有助于挖掘携带预后信息的细菌标记。
    Background. Local recurrence and distant metastasis are the main causes of death in patients with cancer. Only considering species abundance changes when identifying markers of recurrence and metastasis in patients hinders finding solutions.Hypothesis. Consideration of microbial abundance changes and microbial interactions facilitates the identification of microbial markers of tumour recurrence and metastasis.Aim. This study aims to simultaneously consider microbial abundance changes and microbial interactions to identify microbial markers of recurrence and metastasis in multiple cancer types.Method. One thousand one hundred and six non-RM (patients without recurrence and metastasis within 3 years after initial surgery) tissue samples and 912 RM (patients with recurrence or metastasis within 3 years after initial surgery) tissue samples representing 11 cancer types were collected from The Cancer Genome Atlas (TCGA).Results. Tumour tissue bacterial composition differed significantly among 11 cancers. Among them, the tissue microbiome of four cancers, head and neck squamous cell carcinoma (HNSC), lung squamous cell carcinoma (LUSC), stomach adenocarcinoma (STAD) and uterine corpus endometrial carcinoma (UCEC), showed relatively good performance in predicting recurrence and metastasis in patients, with areas under the receiver operating characteristic curve (AUCs) of 0.78, 0.74, 0.91 and 0.93, respectively. Considering both species abundance changes and microbial interactions for the four cancers, a combination of nine genera (Niastella, Schlesneria, Thioalkalivibrio, Phaeobacter, Sphaerotilus, Thiomonas, Lawsonia, Actinobacillus and Spiroplasma) performed best in predicting patient survival.Conclusion. Taken together, our results imply that comprehensive consideration of microbial abundance changes and microbial interactions is helpful for mining bacterial markers that carry prognostic information.
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