prognosis predictor

  • 文章类型: Journal Article
    本研究旨在探讨泛免疫炎症值(PIV)的预后作用,并开发一种新的风险模型,以指导射频消融(RFA)治疗早期肝细胞癌(HCC)。
    接受RFA治疗的早期HCC患者随机分为训练队列A(n=65)和测试队列B(n=68)。在队列A中筛选各种免疫炎症生物标志物(IIB)。在队列B和C中评估和验证了PIV的预后作用。分别。在队列C中建立列线图风险模型,并在合并队列D中进行验证。在低和高风险组中评估RFA后辅助抗血管生成疗法加免疫检查点抑制剂(AA-ICI)的临床益处。
    PIV的截止点是120。高PIV是不利的无复发生存率(RFS)和总生存率(OS)的独立预测因子。在队列B(PRFS=0.016,POS=0.011)和C(PRFS<0.001,POS<0.001)中,高PIV患者的RFS和OS率均明显低于低PIV患者。基于PIV的列线图模型,在外部验证队列C中,肿瘤数量和BCLC分期在风险分层中表现良好。AA-ICI辅助治疗对高危患者的OS有额外益处(p=0.011).
    PIV是接受治愈性RFA的早期HCC患者RFS和OS的可行独立预后因素。提出的基于PIV的列线图风险模型可以帮助临床医生识别高危患者,并制定辅助系统治疗和疾病随访方案。
    关键发现高泛免疫炎症值(PIV)是接受根治性射频消融(RFA)的早期肝细胞癌(HCC)患者的不良无复发生存期(RFS)和总生存期(OS)的独立指标。佐剂抗血管生成靶向治疗加免疫检查点抑制剂(AA-ICI)治疗显示,对于基于PIV的列线图风险模型定义的高危患者,OS有额外的益处。肿瘤数量和BCLC分期。什么是已知的,什么是新的?炎症和宿主免疫力受损与肝癌的发生和进展有关。越来越多的证据表明,免疫炎症生物标志物(IIB)在接受RFA的早期HCC患者中具有预后作用。然而,在这种情况下,尚未确定PIV的预后潜力。在这里,首次报道,在接受根治性RFA治疗的早期HCC患者中,高PIV是导致RFS和OS不良的独立危险因素,并有助于区分低危和高危患者.RFA后辅助AA-ICI治疗有利于高危患者的OS。这意味着什么,现在应该改变什么?对于具有高风险因素的早期肝癌(高PIV,多个肿瘤病灶和更晚期的BCLC分期),有必要在治愈性RFA后进行强化随访和系统辅助治疗.
    UNASSIGNED: This study aimed to explore the prognostic role of pan-immune-inflammation value (PIV) and develop a new risk model to guide individualized adjuvant systemic treatment following radiofrequency ablation (RFA) for early-stage hepatocellular carcinoma (HCC).
    UNASSIGNED: Patients with early-stage HCC treated by RFA were randomly divided into training cohort A (n = 65) and testing cohort B (n = 68). Another 265 counterparts were enrolled into external validating cohort C. Various immune-inflammatory biomarkers (IIBs) were screened in cohort A. Prognostic role of PIV was evaluated and validated in cohort B and C, respectively. A nomogram risk model was built in cohort C and validated in pooled cohort D. Clinical benefits of adjuvant anti-angiogenesis therapy plus immune checkpoint inhibitor (AA-ICI) following RFA was assessed in low- and high-risk groups.
    UNASSIGNED: The cutoff point of PIV was 120. High PIV was an independent predictor of unfavorable recurrence-free survival (RFS) and overall survival (OS). RFS and OS rates of patients with high PIV were significantly lower than those with low PIV both in cohort B (PRFS=0.016, POS=0.011) and C (PRFS<0.001, POS<0.001). The nomogram model based on PIV, tumor number and BCLC staging performed well in risk stratification in external validating cohort C. Adjuvant AA-ICI treatment showed an added benefit in OS (p = 0.011) for high-risk patients.
    UNASSIGNED: PIV is a feasible independent prognostic factor for RFS and OS in early-stage HCC patients who received curative RFA. The proposed PIV-based nomogram risk model could help clinicians identify high-risk patients and tailor adjuvant systemic treatment and disease follow-up scheme.
    Key findingsHigh pan-immune-inflammation value (PIV) is an independent indicator of unfavorable recurrence-free survival (RFS) and overall survival (OS) for early-stage hepatocellular carcinoma (HCC) patients who received curative radiofrequency ablation (RFA).Adjuvant anti-angiogenesis target therapy plus immune checkpoint inhibitor (AA-ICI) treatment showed added benefit in OS for the high-risk patients defined by a nomogram risk model based on PIV, tumor number and BCLC staging.What is known and what is new?Inflammation and impaired host immunity are associated with carcinogenesis and progression of HCC. Increasing evidences showed that immune-inflammatory biomarkers (IIBs) had prognostic roles in early-stage HCC patients who received RFA. However, prognostic potential of PIV has not been determined in this setting.Herein, high PIV was first reported to be an independent risk factor of poor RFS and OS in early-stage HCC patients treated by curative RFA and helped to discriminate patients between low- and high-risk groups. Adjuvant AA-ICI treatment following RFA was beneficial to OS of patients in the high-risk group.What is the implication, and what should change now?For early-stage HCC with high-risk factors (high PIV, multiple tumor foci and more advanced BCLC stage), intensive follow-up and adjuvant systemic therapy following curative RFA were warranted.
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  • 文章类型: Journal Article
    UNASSIGNED: The identification of effective tumor markers is of paramount importance for the early diagnosis, treatment, and prognosis of esophageal squamous cell carcinoma (ESCC). The present study endeavors to identify efficacious serological markers that can differentiate patients with early-stage ESCC from those with benign esophageal lesions and healthy controls (HC). Cystatin-SN (CST1), an active cysteine protease inhibitor belonging to the Cystatin (CST) superfamily, is implicated in the pathogenesis of inflammation and tumorigenesis. The objective of this investigation is to assess the diagnostic, therapeutic, and prognostic potential of serum CST1 in ESCC.
    UNASSIGNED: In our prior RNA sequencing and screening endeavors, we have identified ten genes that are up-regulated in relation to esophageal cancer. Subsequently, we have verified the gene CST1 from the transcriptome data of the The Cancer Genome Atlas Program (TCGA) and Gene Expression Profiling Interactive Analysis (GEPIA) database. Following this, we conducted an enzyme-linked immunosorbent assay (ELISA) to ascertain the expression levels of CST1 in serum samples from clinical cohorts.
    UNASSIGNED: The study revealed a significant elevation in serum CST1 levels among patients with early-stage esophageal squamous cell carcinoma (ESCC) (7.41 ± 4.32 ng/ml) compared to those with esophageal benign lesions (4.67 ± 2.43 ng/ml) (p < 0.0001) and healthy controls (4.87 ± 2.77 ng/ml) (p < 0.0001). The diagnostic sensitivity of CST1 for ESCC was 75.68% (specificity 70.83%, AUC 0.775). Combination of CST1 and SCC-Ag exhibited the AUC up to 0.819. Additionally, serum CST1 levels exhibited a significant decrease at 1-2 weeks post-surgery (4.49 ± 3.31 ng/ml) compared to pre-surgery levels (7.68 ± 3.71 ng/ml) (p<0.0001). Survival analysis demonstrated a strong association between high (844/415-1543 d) or low (1490/645-1710 d) serum CST1 levels at diagnosis and overall survival time (p < 0.001). Furthermore, multivariate regression analysis confirmed CST1 (p=0.024, HR=2.023, 95%CI 1.099-3.725) as an independent prognostic factor.
    UNASSIGNED: Serum CST1 has the potential to function as a diagnostic indicator for distinguishing early-stage esophageal squamous cell carcinoma (ESCC) from individuals with benign esophageal lesions and healthy individuals. Additionally, it could serve as a prognostic predictor and therapeutic efficacy indicator for patients with ESCC.
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  • 文章类型: Journal Article
    已知微生物区系可以调节宿主对流感感染的反应,但机制在很大程度上仍然未知。肠道代谢产物是肠道微生物发挥抗流感作用的关键介质。将具有高流感抗性的小鼠的粪便代谢物转移到抗生素处理的受体小鼠中赋予对流感感染的抗性。通过比较具有高或低流感抗性的不同个体的代谢物,我们鉴定并验证了N-乙酰-D-葡糖胺(GlcNAc)和腺苷与流感耐药性呈强正相关,并在体内或体外发挥抗流感作用,分别。尤其是,GlcNAc通过增加NK细胞的比例和活性来介导抗流感作用。几种肠道微生物,包括梭菌属。,Phocaeicolasartorii,和阿克曼西亚粘虫,与流感抗性呈正相关,并且可以通过外源性补充来上调小鼠肠道中GlcNAc的水平。随后的研究证实,通过管饲法向小鼠施用三种细菌的组合导致与用GlcNAc观察到的类似的NK细胞应答调节。这项研究表明,肠道微生物产生的GlcNAc通过调节NK细胞保护宿主免受流感,有助于阐明肠道微生物介导宿主流感抗性的作用机制。
    Microbiota are known to modulate the host response to influenza infection, but the mechanisms remain largely unknown. Gut metabolites are the key mediators through which gut microbes play anti-influenza effect. Transferring fecal metabolites from mice with high influenza resistance into antibiotic-treated recipient mice conferred resistance to influenza infections. By comparing the metabolites of different individuals with high or low influenza resistance, we identified and validated N-acetyl-D-glucosamine (GlcNAc) and adenosine showed strong positive correlations with influenza resistance and exerted anti-influenza effects in vivo or in vitro, respectively. Especially, GlcNAc mediated the anti-influenza effect by increasing the proportion and activity of NK cells. Several gut microbes, including Clostridium sp., Phocaeicola sartorii, and Akkermansia muciniphila, were positively correlated with influenza resistance, and can upregulate the level of GlcNAc in the mouse gut by exogenous supplementation. Subsequent studies confirmed that administering a combination of the three bacteria to mice via gavage resulted in similar modulation of NK cell responses as observed with GlcNAc. This study demonstrates that gut microbe-produced GlcNAc protects the host against influenza by regulating NK cells, facilitating the elucidation of the action mechanism of gut microbes mediating host influenza resistance.
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  • 文章类型: Journal Article
    N4-乙酰胞苷(ac4C)是一种古老且保守的RNA修饰。以前,已经报道了ac4CmRNA修饰促进肿瘤细胞的增殖和转移。然而,目前尚不清楚ac4C相关mRNA修饰模式是否以及如何影响肝细胞癌(HCC)患者的预后.特此,我们构建了ac4Cscore模型,将患者分为两组,并研究了肿瘤潜在的内在和外在特征.AC4Cscore模型,包括COL15A1,G6PD和TP53I3,代表了HCC中ac4C相关的mRNA修饰模式。根据ac4Cscore,患者分为预后不同的高和低组.高组患者与晚期肿瘤分期有关,更高的TP53突变率,肿瘤干性较高,在DNA修复系统中激活更多的途径,较低的基质评分,更高的免疫评分和更高的T细胞浸润调节。而低组的患者与T细胞CD4记忆的丰度相关,不那么积极的免疫亚型和持久的治疗益处。我们还发现ac4Cscore是预测抗PD1免疫疗法和/或mTOR抑制剂治疗患者预后的新指标。我们的研究首次显示ac4C相关mRNA修饰模式与肿瘤内在和外在特征之间的关联。从而影响患者的预后。
    N4-acetylcytidine (ac4C) is an ancient and conserved RNA modification. Previously, ac4C mRNA modification has been reported promoting proliferation and metastasis of tumor cells. However, it remains unclear whether and how ac4C-related mRNA modification patterns influencing the prognosis of hepatocellular carcinoma (HCC) patients. Hereby, we constructed an ac4Cscore model and classified patients into two groups and investigated the potential intrinsic and extrinsic characteristics of tumor. The ac4Cscore model, including COL15A1, G6PD and TP53I3, represented ac4C-related mRNA modification patterns in HCC. According to ac4Cscore, patients were stratified to high and low groups with distinct prognosis. Patients subject to high group was related to advanced tumor stage, higher TP53 mutation rate, higher tumor stemness, more activated pathways in DNA-repair system, lower stromal score, higher immune score and higher infiltrating of T cells regulatory. While patients attributed to low group were correlated with abundance of T cells CD4 memory, less aggressive immune subtype and durable therapy benefit. We also found ac4Cscore as a novel marker to predict patients\' prognosis with anti-PD1 immunotherapy and/or mTOR inhibitor treatment. Our study for the first time showed the association between ac4C-related mRNA modification patterns and tumor intrinsic and extrinsic characteristics, thus influencing the prognosis of patients.
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  • 文章类型: Journal Article
    Objective: We aimed to investigate serum exosomal adenosylhomocysteinase (AHCY) expression in hepatitis B-induced liver cirrhosis (HBV-LC) patients and to determine the prognostic value of serum exosomal AHCY. Methods: We collected serum samples from 100 patients with chronic hepatitis B (CHB) and from 114 HBV-LC patients to test serum exosomal AHCY expression using ELISA. Results: Compared with the CHB and Grade A and B HBV-LC groups, the level of exosomal AHCY expression was significantly higher in the HBV-LC group [376.62 (291.50-448.02) vs. 248.12 (189.28-324.63), P > 0.001] and the Grade C HBV-LC group [408.70 (365.63-465.76) vs. 279.76 (215.16-336.07), P > 0.001], respectively. Serum exosomal AHCY expression and MELD score had a significant positive correlation (r = 0.844, P < 0.001). Survival curve analysis showed that patients with low exosomal AHCY expression had significantly longer survival than patients with high exosomal AHCY expression (P = 0.0038). The receiver operating characteristics (ROC) curve showed that the area under the curve (AUC) value for the mortality prediction ability of serum exosomal AHCY in HBV-LC patients was 0.921, which was higher than the values for the MELD score (AUC 0.815) and Child-Pugh classification (AUC 0.832), with a sensitivity and specificity of 93.41 and 76.00%, respectively. Conclusions: The serum exosomal AHCY level is a novel potential prognostic biomarker in HBV-LC patients, which may be great significance for the prognosis of HBV-LC patients.
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  • 文章类型: Journal Article
    We propose a novel prognostic biomarker-based strategy for increasing the efficacy of radiotherapy (RT) in head and neck squamous cell carcinoma (HNSCC).
    We identified genes associated with superoxide dismutase 2 (SOD2) and nuclear factor erythroid-2-related factor 2 (NRF2) from gene-expression data of The Cancer Genome Atlas (TCGA) by calculating Pearson correlation. Patients were divided into two groups using hierarchical clustering. Colony-formation assay was performed to determine radioresistance in HNSCC cell line CAL27. Pathway analysis was conducted using The Database for Annotation, Visualization and Integrated Discovery (DAVID).
    We developed a 49-gene signature with SOD2- and NRF2-associated genes. Using mRNA expression data for the 49-gene signature, we performed hierarchical clustering to stratify patients into two subtypes, subtype A and B. In the TCGA cohort, subgroup A demonstrated a better prognosis than subgroup B in patients who received RT. The signature robustness was evaluated in other independent cohorts. We showed through colony-formation assay that depletion of SOD2 or NRF2 leads to increased radiosensitivity.
    We identified and validated a robust gene signature of SOD2- and NRF2-associated genes in HNSCC and confirmed their link to radioresistance using in vitro assay, providing a novel biomarker for the evaluation of HNSCC prognosis.
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  • 文章类型: Journal Article
    Influenza is a severe respiratory illness that continually threatens global health. It has been widely known that gut microbiota modulates the host response to protect against influenza infection, but mechanistic details remain largely unknown. Here, we took advantage of the phenomenon of lethal dose 50 (LD50) and metagenomic sequencing analysis to identify specific anti-influenza gut microbes and analyze the underlying mechanism.
    Transferring fecal microbes from mice that survive virulent influenza H7N9 infection into antibiotic-treated mice confers resistance to infection. Some gut microbes exhibit differential features to lethal influenza infection depending on the infection outcome. Bifidobacterium pseudolongum and Bifidobacterium animalis levels are significantly elevated in surviving mice when compared to dead or mock-infected mice. Oral administration of B. animalis alone or the combination of both significantly reduces the severity of H7N9 infection in both antibiotic-treated and germ-free mice. Functional metagenomic analysis suggests that B. animalis mediates the anti-influenza effect via several specific metabolic molecules. In vivo tests confirm valine and coenzyme A produce an anti-influenza effect.
    These findings show that the severity of influenza infection is closely related to the heterogeneous responses of the gut microbiota. We demonstrate the anti-influenza effect of B. animalis, and also find that the gut population of endogenous B. animalis can expand to enhance host influenza resistance when lethal influenza infection occurs, representing a novel interaction between host and gut microbiota. Further, our data suggest the potential utility of Bifidobacterium in the prevention and as a prognostic predictor of influenza.
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  • 文章类型: Comparative Study
    Inflammation-based prognostic scores, such as the Glasgow Prognostic Score (GPS), modified Glasgow Prognostic Score (mGPS), Prognostic Index (PI), Prognostic Nutritional Index (PNI), neutrophil to lymphocyte ratio (NLR), platelet to lymphocyte ratio (PLR), lymphocyte to monocyte ratio (LMR) and systemic immune-inflammation index (SII), are correlated with the survival of hepatocellular carcinoma (HCC) patients, while remain unclear for recurrent HCC. This study aimed to compare the prognostic value of inflammation-based prognostic scores for post-recurrence survival (PRS) in patients with early recurrent HCC (ErHCC, within 2 years after hepatectomy).
    A total of 580 patients with ErHCC were enrolled retrospectively. The association between the independent baseline and the time-dependent variables and PRS was evaluated by cox regression. The prediction accuracy of the inflammation-based prognostic scores was assessed by time-dependent receiver operating characteristic (ROC) and Harrell\'s concordance index (C-index) analyses.
    The GPS, mGPS, PI, PNI, NLR, PLR, LMR and SII were all related to the PRS of ErHCC patients, while only the SII (P < .001) remained an independent predictor for PRS in multivariate analysis (hazard ratio: 1.92, 95% confidence interval: 1.33-2.79). Both the C-index of the SII (0.65) and the areas under the ROC curves showed that the SII score was superior to the other inflammation-based prognostic scores for predicting the PRS of ErHCC patients.
    The SII is a useful prognostic indicator for PRS in patients with ErHCC after hepatectomy and is superior to the other inflammation-based prognostic scores in terms of prognostic ability.
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  • 文章类型: Journal Article
    本研究的目的是确定炎症标志物之间的相关性,如中性粒细胞-淋巴细胞比率(NLR),血小板淋巴细胞比值(PLR)和C反应蛋白(CRP)与宫颈癌复发患者预后的关系.NLR之间的关联,对32例同步放化疗(CCRT)后接受化疗的复发性宫颈癌患者的PLR和CRP,临床特征和预后进行了检查。患者中位生存时间为198天(范围,42-1022天)。治疗前NLR和PLR与CCRT后宫颈癌复发显著相关(R=-0.538,P=0.002;R=-0.542,P=0.001)。单因素和多因素分析显示,治疗前PLR>322.0与CCRT后复发宫颈癌的不良预后显著相关(P=0.015和P=0.029)。这些发现表明,预处理PLR是CCRT后复发宫颈癌患者预后的重要预测指标。
    The aim of the present study was to identify the correlations between inflammation markers such as neutrophil-lymphocyte ratio (NLR), platelet-lymphocyte ratio (PLR) and C-reactive protein (CRP) and the prognosis in patients with recurrent cervical cancer. The associations among NLR, PLR and CRP and clinical characteristics and prognosis were examined in 32 patients receiving chemotherapy with recurrent cervical cancer following concurrent chemoradiation therapy (CCRT). The patient median survival time was 198 days (range, 42-1,022 days). Pretreatment NLR and PLR were significantly correlated with the recurrence of cervical cancer following CCRT (R=-0.538, P=0.002; and R=-0.542, P=0.001, respectively). Pretreatment PLR >322.0 was significantly associated with a poor prognosis for recurrent cervical cancer following CCRT by univariate and multivariate analyses (P=0.015 and P=0.029). These findings indicate that pretreatment PLR is an important predictor of prognosis in patients with recurrent cervical cancer following CCRT.
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