Neoadjuvant chemotherapy

新辅助化疗
  • 文章类型: Journal Article
    背景:MicroRNA-1(miR-1)是一种肿瘤抑制因子,可以抑制几种癌症类型的细胞增殖和侵袭。此外,miR-1与药物敏感性相关。循环miRNA已被证明是具有预测和预后价值的潜在生物标志物。然而,乳腺癌(BC)患者血清中miR-1表达的研究相对较少,尤其是在接受新辅助化疗(NAC)的患者中。
    方法:在化疗前采集80例患者的血清样本,RT-PCR检测血清中miR-1的表达。血清miR-1表达与临床病理因素的相关性研究,包括病理完全缓解(pCR),通过卡方检验和逻辑回归分析。还进行了KEGG和GSEA分析以确定所涉及的生物过程和信号传导途径。
    结果:与miR-1低组相比,miR-1高组包括更多达到pCR的患者(p<0.001)。较高的血清miR-1水平与ER(R=0.368,p<0.001)和PR(R=0.238,p=0.033)水平降低密切相关。用于预测pCR的miR-1的单变量模型根据ROC曲线实现了0.705的AUC。根据相互作用分析,miR-1与Ki67相互作用以预测NAC反应。根据Kaplan-Meier的情节,在NAC队列中,高血清miR-1水平与更好的无病生存期(DFS)相关.KEGG分析和GSEA结果表明miR-1可能与PPAR通路和糖酵解有关。
    结论:总之,我们的数据提示,在接受NAC治疗的BC患者中,miR-1可能是pCR和生存结局的潜在生物标志物.
    BACKGROUND: MicroRNA-1 (miR-1) is a tumour suppressor that can inhibit cell proliferation and invasion in several cancer types. In addition, miR-1 was found to be associated with drug sensitivity. Circulating miRNAs have been proven to be potential biomarkers with predictive and prognostic value. However, studies of miR-1 expression in the serum of breast cancer (BC) patients are relatively scarce, especially in patients receiving neoadjuvant chemotherapy (NAC).
    METHODS: Serum samples from 80 patients were collected before chemotherapy, and RT-PCR was performed to detect the serum expression of miR-1. The correlation between miR-1 expression in serum and clinicopathological factors, including pathological complete response (pCR), was analyzed by the chi-squared test and logistic regression. KEGG and GSEA analysis were also performed to determine the biological processes and signalling pathways involved.
    RESULTS: The miR-1 high group included more patients who achieved a pCR than did the miR-1 low group (p < 0.001). Higher serum miR-1 levels showed a strong correlation with decreased ER (R = 0.368, p < 0.001) and PR (R = 0.238, p = 0.033) levels. The univariate model of miR-1 for predicting pCR achieved an AUC of 0.705 according to the ROC curve. According to the interaction analysis, miR-1 interacted with Ki67 to predict the NAC response. According to the Kaplan-Meier plot, a high serum miR-1 level was related to better disease-free survival (DFS) in the NAC cohort. KEGG analysis and GSEA results indicated that miR-1 may be related to the PPAR signalling pathway and glycolysis.
    CONCLUSIONS: In summary, our data suggested that miR-1 could be a potential biomarker for pCR and survival outcomes in patients with BC treated with NAC.
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  • 文章类型: Journal Article
    以紫杉醇和蒽环类为基础的化疗是乳腺癌的标准治疗选择之一。然而,只有约6-30%的乳腺癌患者达到病理完全缓解(pCR),造成这种差异的机制尚不清楚。在这项研究中,随机森林算法用于筛选特征基因,采用人工神经网络(ANN)算法构建预测乳腺癌新辅助化疗疗效的ANN模型。此外,数字病理学,细胞学,用分子生物学实验验证新辅助化疗疗效与免疫生态学的关系。发现紫杉醇和阿霉素,蒽环类药物,可以诱导乳腺癌细胞典型的焦亡和起泡,伴有gasderminE(GSDME)裂解。紫杉醇与LDH释放和膜联蛋白V/PI倍增阳性细胞群,伴随着与损伤相关的分子模式的释放增加,HMGB1和ATP。细胞共培养实验还表明,紫杉醇处理后,巨噬细胞的吞噬作用增强,IFN-γ和IL-2分泌水平增加。机械上,GSDME可能通过caspase-9/caspase-3通路介导紫杉醇和多柔比星诱导的乳腺癌细胞焦凋亡,激活抗肿瘤免疫,并促进以紫杉醇和蒽环类药物为基础的新辅助化疗的疗效。本研究对乳腺癌的精准治疗具有实际指导意义,也可以为理解与化疗敏感性相关的分子机制提供思路。
    Paclitaxel and anthracycline-based chemotherapy is one of the standard treatment options for breast cancer. However, only about 6-30% of breast cancer patients achieved a pathological complete response (pCR), and the mechanism responsible for the difference is still unclear. In this study, random forest algorithm was used to screen feature genes, and artificial neural network (ANN) algorithm was used to construct an ANN model for predicting the efficacy of neoadjuvant chemotherapy for breast cancer. Furthermore, digital pathology, cytology, and molecular biology experiments were used to verify the relationship between the efficacy of neoadjuvant chemotherapy and immune ecology. It was found that paclitaxel and doxorubicin, an anthracycline, could induce typical pyroptosis and bubbling in breast cancer cells, accompanied by gasdermin E (GSDME) cleavage. Paclitaxel with LDH release and Annexin V/PI doubule positive cell populations, and accompanied by the increased release of damage-associated molecular patterns, HMGB1 and ATP. Cell coculture experiments also demonstrated enhanced phagocytosis of macrophages and increased the levels of IFN-γ and IL-2 secretion after paclitaxel treatment. Mechanistically, GSDME may mediate paclitaxel and doxorubicin-induced pyroptosis in breast cancer cells through the caspase-9/caspase-3 pathway, activate anti-tumor immunity, and promote the efficacy of paclitaxel and anthracycline-based neoadjuvant chemotherapy. This study has practical guiding significance for the precision treatment of breast cancer, and can also provide ideas for understanding molecular mechanisms related to the chemotherapy sensitivity.
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  • 文章类型: Journal Article
    背景:为了评估分数阶微积分(FROC)的可行性和诊断性能,连续时间随机游走(CTRW),扩散峰度成像(DKI),体素内不相干运动(IVIM),单指数(MEM)和拉伸指数模型(SEM)用于预测食管鳞状细胞癌(ESCC)患者对新辅助化疗(NACT)的反应。
    方法:本研究前瞻性纳入2019年7月至2023年1月期间连续接受ESCC患者的基线和随访MR成像和病理证实的cT1-4aN+M0或T3-4aN0M0,并在新辅助化疗(NACT)后接受根治性切除术。根据肿瘤消退分级(TRG)将患者分为pCR(TRG0)和非pCR(TRG123)组。前-,建立后处理和Delta治疗模型。根据不同的特征类别生成了18个预测模型,基于六个模型,通过五折交叉验证。通过使用DeLong方法比较模型的曲线下面积(AUC)。
    结果:总体而言,90名患者(71名男性,19名妇女;平均年龄,64岁±6[SD])接受NACT,并接受基线和NACT后食管MRI,pCR组29例,非pCR组61例。在18个预测模型中,前-,Post-,和Delta-CTRW模型显示出良好的预测功效(AUC=0.722、0.833和0.790)。此外,后FROC模型(AUC=0.907)也表现出良好的诊断性能。
    结论:我们的研究表明,CTRW模型,以及后FROC模型,对ESCC患者NACT疗效预测的未来具有重要意义。
    BACKGROUND: To assess the feasibility and diagnostic performance of the fractional order calculus (FROC), continuous-time random-walk (CTRW), diffusion kurtosis imaging (DKI), intravoxel incoherent motion (IVIM), mono-exponential (MEM) and stretched exponential models (SEM) for predicting response to neoadjuvant chemotherapy (NACT) in patients with esophageal squamous cell carcinoma (ESCC).
    METHODS: This study prospectively included consecutive ESCC patients with baseline and follow up MR imaging and pathologically confirmed cT1-4aN + M0 or T3-4aN0M0 and underwent radical resection after neoadjuvant chemotherapy (NACT) between July 2019 and January 2023. Patients were divided into pCR (TRG 0) and non-pCR (TRG1 + 2 + 3) groups according to tumor regression grading (TRG). The Pre-, Post- and Delta-treatment models were built. 18 predictive models were generated according to different feature categories, based on six models by five-fold cross-validation. Areas under the curve (AUCs) of the models were compared by using DeLong method.
    RESULTS: Overall, 90 patients (71 men, 19 women; mean age, 64 years ± 6 [SD]) received NACT and underwent baseline and Post-NACT esophageal MRI, with 29 patients in the pCR group and 61 patients in the non-pCR group. Among 18 predictive models, The Pre-, Post-, and Delta-CTRW model showed good predictive efficacy (AUC = 0.722, 0.833 and 0.790). Additionally, the Post-FROC model (AUC = 0.907) also exhibited good diagnostic performance.
    CONCLUSIONS: Our study indicates that the CTRW model, along with the Post-FROC model, holds significant promise for the future of NACT efficacy prediction in ESCC patients.
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  • 文章类型: Journal Article
    背景:肌肉减少性肥胖(SO)影响各种恶性肿瘤的预后。然而,其在接受新辅助化疗(NAC)治疗局部进展期胃癌(LAGC)患者中的临床意义尚不清楚.这项研究调查了NAC前后SO对术后发病率和生存率的影响。
    方法:来自207例LAGC患者的数据,在2010年1月至2019年10月期间接受NAC后接受根治性胃切除术的患者进行了回顾性分析.使用计算机断层扫描在NAC前后测量骨骼肌质量和内脏脂肪面积,以定义肌肉减少症和肥胖。共存的定义为SO。
    结果:在患者中,52(25.1%)和38(18.4%)在NAC前后发展了SO,分别。术前(34.6%)和术后(47.4%)NACSO与术后发病率最高相关;然而,仅NAC后SO是术后发病率的独立危险因素[风险比(HR)=9.550,95%置信区间(CI)=2.818-32.369;P<.001].NAC前的SO与较差的3年总体独立相关[46.2%与61.3%;HR=1.258(95%CI=1.023-1.547);P=.049]且无复发[39.3%vs.55.4%;HR1.285(95%CI1.045-1.579);P=0.017]生存率。
    结论:Pre-NACSO是接受NAC的LAGC患者的独立预后因素;NAC后SO独立预测术后发病率。
    BACKGROUND: Sarcopenic obesity (SO) affects outcomes in various malignancies. However, its clinical significance in patients undergoing neoadjuvant chemotherapy (NAC) for locally advanced gastric cancer (LAGC) remains unclear. This study investigated the impact of pre- and post-NAC SO on postoperative morbidity and survival.
    METHODS: Data from 207 patients with LAGC, who underwent NAC followed by radical gastrectomy between January 2010 and October 2019, were reviewed. Skeletal muscle mass and visceral fat area were measured pre- and post-NAC using computed tomography to define sarcopenia and obesity, the coexistence of which was defined as SO.
    RESULTS: Among the patients, 52 (25.1%) and 38 (18.4%) developed SO before and after NAC, respectively. Both pre- (34.6%) and post- (47.4%) NAC SO were associated with the highest postoperative morbidity rates; however, only post-NAC SO was an independent risk factor for postoperative morbidity [hazard ratio (HR) = 9.550, 95% confidence interval (CI) = 2.818-32.369; P < .001]. Pre-NAC SO was independently associated with poorer 3-year overall [46.2% vs. 61.3%; HR = 1.258 (95% CI = 1.023-1.547); P = .049] and recurrence-free [39.3% vs. 55.4%; HR 1.285 (95% CI 1.045-1.579); P = .017] survival.
    CONCLUSIONS: Pre-NAC SO was an independent prognostic factor in patients with LAGC undergoing NAC; post-NAC SO independently predicted postoperative morbidity.
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  • 文章类型: Journal Article
    目的:探讨膝关节周围局限性骨肉瘤患者新辅助化疗前后的血脂变化。
    方法:在对2007年1月至2020年7月期间742例患者的数据进行回顾性筛选后,纳入了50例年龄在13至39岁的EnnekingII期疾病患者。血清脂质水平,包括总胆固醇(TC),甘油三酯(TG),高密度脂蛋白胆固醇(HDL-C),低密度脂蛋白胆固醇(LDL-C),脂蛋白-α[Lp(a)],和载脂蛋白A1,B,和E(ApoA1,ApoB,和ApoE),收集新辅助化疗前后的临床病理特征。
    结果:TC的平均水平,TG,和ApoB在新辅助化疗后显著增加(16%,38%,20%,分别,vs.预处理值;P<0.01)。LDL-C和ApoE的平均水平也分别高出19%和16%,分别为(P<0.05)。在治疗前的脂质分布和对化疗的组织学反应之间没有发现相关性。Lp(a)的增加与Ki-67指数密切相关(R=0.31,P=0.023)。此外,在化疗后TG降低和LDL-C升高的患者中观察到无病生存期(DFS)更长的趋势,尽管这种差异没有统计学意义(分别为P=0.23和P=0.24)。
    结论:局部骨肉瘤患者新辅助化疗后血脂显著升高。治疗前血脂水平对新辅助化疗的组织学反应无预后意义。血清Lp(a)的升高可能在骨肉瘤中具有潜在的预后作用。化疗后LDL-C升高或TG降低的患者似乎表现出有利的DFS趋势。
    OBJECTIVE: To investigate the serum lipid profiles of patients with localized osteosarcoma around the knee joint before and after neoadjuvant chemotherapy.
    METHODS: After retrospectively screening the data of 742 patients between January 2007 and July 2020, 50 patients aged 13 to 39 years with Enneking stage II disease were included in the study. Serum lipid levels, including total cholesterol (TC), triglycerides (TG), high-density lipoprotein cholesterol (HDL-C), low-density lipoprotein cholesterol (LDL-C), lipoprotein-α [Lp(a)], and apolipoprotein A1, B, and E (ApoA1, ApoB, and ApoE), and clinicopathological characteristics were collected before and after neoadjuvant chemotherapy.
    RESULTS: The mean levels of TC, TG, and ApoB were significantly increased following neoadjuvant chemotherapy (16%, 38%, and 20%, respectively, vs. pretreatment values; P<0.01). The mean levels of LDL-C and ApoE were also 19% and 16% higher, respectively (P<0.05). No correlation was found between the pretreatment lipid profile and the histologic response to chemotherapy. An increase in Lp(a) was strongly correlated with the Ki-67 index (R=0.31, P=0.023). Moreover, a trend toward longer disease-free survival (DFS) was observed in patients with decreased TG and increased LDL-C following chemotherapy, although this difference was not statistically significant (P=0.23 and P=0.24, respectively).
    CONCLUSIONS: Significant elevations in serum lipids were observed after neoadjuvant chemotherapy in patients with localized osteosarcoma. There was no prognostic significance of pretreatment serum lipid levels on histologic response to neoadjuvant chemotherapy. The scale of increase in serum Lp(a) might have a potential prognostic role in osteosarcoma. Patients with increased LDL-C or reduced TG after chemotherapy seem to exhibit a trend toward favorable DFS.
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  • 文章类型: Journal Article
    探讨接受新辅助化疗的局部晚期乳腺癌(LABC)患者血脂比值与生存结果之间的关系。
    这项回顾性研究包括接受新辅助化疗的LABC患者。在基线时前瞻性地测量血清脂质水平。甘油三酯与总胆固醇(TG/TC)的关系,评估甘油三酯与高密度脂蛋白(TG/HDL)和甘油三酯与低密度脂蛋白(TG/LDL)的比值与预后的关系。
    高TG/TC患者(调整后的危险比[aHR]=2.47,95%CI:1.10,5.56,p=0.029),TG/HDL(aHR=2.73,95%CI:1.16,6.41,p=0.021)和TG/LDL(aHR=2.50,95%CI:1.11,5.65,p=0.027)比率更可能出现无病生存(DFS)事件。亚组分析表明,在HER2状态阴性或复发风险较高的患者中,血脂比率对预后的影响更为明显(例如,临床III期,Ki67>30%)。此外,较高的脂质比率往往表明早期DFS事件(0〜2年)(TG/TCp=0.021,TG/HDLp=0.046,TG/LDLp<0.001),TG/LDL比率显示出最佳的预测功效(TG/TCvs.TG/HDL与TG/LDL,1年AUC:0.724vs.0.676vs.0.846,2年AUC:0.653vs.0.638vs.0.708)。
    基线血清TG/TC,TG/HDL和TG/LDL比值是接受新辅助治疗的LABC患者的独立预后因素。然而,它们在预测早期DFS事件中的效用值得进一步调查。
    NCT05621564。
    UNASSIGNED: To investigate the association between lipid ratios and survival outcomes in patients with locally advanced breast cancer (LABC) undergoing neoadjuvant chemotherapy.
    UNASSIGNED: This retrospective study included patients with LABC receiving neoadjuvant chemotherapy. Serum lipid levels were prospectively measured at baseline. Associations of triglyceride to total cholesterol (TG/TC), triglyceride to high-density lipoprotein (TG/HDL) and triglyceride to low-density lipoprotein (TG/LDL) ratios with prognosis were evaluated.
    UNASSIGNED: Patients with high TG/TC (adjusted hazard ratio [aHR] = 2.47, 95% CI: 1.10, 5.56, p = 0.029), TG/HDL (aHR = 2.73, 95% CI: 1.16, 6.41, p = 0.021) and TG/LDL (aHR = 2.50, 95% CI: 1.11, 5.65, p = 0.027) ratios were more likely to experience disease-free survival (DFS) events. Subgroup analysis suggested that the prognostic impact of lipid ratios was more pronounced in patients with negative HER2 status or those at a high risk of recurrence (e.g. clinical stage III, Ki67 > 30%). Additionally, higher lipid ratios tended to indicate early DFS events (0 ~ 2 years) (TG/TC p = 0.021, TG/HDL p = 0.046, TG/LDL p < 0.001), and the TG/LDL ratio demonstrated the best predictive efficacy (TG/TC vs. TG/HDL vs. TG/LDL, 1-year AUC: 0.724 vs. 0.676 vs. 0.846, 2-year AUC: 0.653 vs. 0.638 vs. 0.708).
    UNASSIGNED: Baseline serum TG/TC, TG/HDL and TG/LDL ratios were independent prognostic factors in patients with LABC undergoing neoadjuvant therapy. However, their utility in predicting the early DFS events warrants further investigation.
    UNASSIGNED: NCT05621564.
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  • 文章类型: Journal Article
    破译化疗诱导的肿瘤微环境(TME)中调节性T细胞(Tregs)的调节是至关重要的。这可能有助于提高新辅助化学免疫疗法在可切除的非小细胞肺癌(NSCLC)中的疗效。我们回顾性收集II-IIINSCLC患者的标本,构成两个队列:新辅助化疗(NAC)队列(N=141)活检(N=58)和术后标本(N=141),和仅手术队列(N=122)作为对照组。然后,细胞密度(Dens),入渗评分(InS),和Treg细胞接近度评分(TrPS)使用一组多重荧光染色(Foxp3,CD4,CD8,CK,CD31,符合SMA)。随后,分析了Tregs与癌微血管(CMV)和癌相关成纤维细胞(CAFs)的相关性.接受NAC治疗的患者在配对(P<0.001)和非配对分析(P=0.022)中都有较高的Treg密度。此外,接受NAC治疗的患者表现出更高的浸润评分(配对,P<0.001;未配对,P=0.014)和更多的CD8+T细胞周围的Tregs(配对/未配对,两者P<0.001)。亚组分析表明,直径≤5cm的肿瘤表现出Dens(Treg)和InS(Treg)的增加,和吉西他滨,培美曲塞和紫杉醇增强NAC后的Dens(Treg)和TrPS(CD8)。多变量分析确定Dens(Tregs),InS(Tregs)和TrPS(CD8)与更好的化疗反应显着相关[OR=8.54,95CI(1.69,43.14),P=0.009;OR=7.14,95CI(1.70,30.08),P=0.024;OR=5.50,95CI(1.09,27.75),P=0.039,分别]和阳性无复发生存率[HR=3.23,95CI(1.47,7.10),P=0.004;HR=2.70;95CI(1.27,5.72);P=0.010;HR=2.55,95CI(1.21,5.39),P=0.014,分别]。此外,TrPS(CD8)和TrPS(CD4)与CMV和CAFs呈负相关。这些发现加深了我们对化疗的免疫调节作用的理解,并强调化疗后Tregs的空间景观变化应考虑到个性化免疫治疗。旨在最终改善NSCLC患者的临床预后。
    It is crucial to decipher the modulation of regulatory T cells (Tregs) in tumor microenvironment (TME) induced by chemotherapy, which may contribute to improving the efficacy of neoadjuvant chemoimmunotherapy in resectable non-small cell lung cancer (NSCLC). We retrospectively collected specimens from patients with II-III NSCLC, constituting two cohorts: a neoadjuvant chemotherapy (NAC) cohort (N = 141) with biopsy (N = 58) and postoperative specimens (N = 141), and a surgery-only cohort (N = 122) as the control group. Then, the cell density (Dens), infiltration score (InS), and Treg-cell proximity score (TrPS) were conducted using a panel of multiplex fluorescence staining (Foxp3, CD4, CD8, CK, CD31, ɑSMA). Subsequently, the association of Tregs with cancer microvessels (CMVs) and cancer-associated fibroblasts (CAFs) was analyzed. Patients with NAC treatment have a higher density of Tregs in both paired (P < 0.001) and unpaired analysis (P = 0.022). Additionally, patients with NAC treatment showed higher infiltration score (paired, P < 0.001; unpaired, P = 0.014) and more CD8+T cells around Tregs (paired/unpaired, both P < 0.001). Subgroup analysis indicated that tumors with a diameter of ≤ 5 cm exhibited increase in both Dens(Treg) and InS(Treg), and gemcitabine, pemetrexed and taxel enhanced Dens(Treg) and TrPS(CD8) following NAC. Multivariate analysis identified that the Dens(Tregs), InS(Tregs) and TrPS(CD8) were significantly associated with better chemotherapy response [OR = 8.54, 95%CI (1.69, 43.14), P = 0.009; OR = 7.14, 95%CI (1.70, 30.08), P = 0.024; OR = 5.50, 95%CI (1.09, 27.75), P = 0.039, respectively] and positive recurrence-free survival [HR = 3.23, 95%CI (1.47, 7.10), P = 0.004; HR = 2.70; 95%CI (1.27, 5.72); P = 0.010; HR = 2.55, 95%CI (1.21, 5.39), P = 0.014, respectively]. Moreover, TrPS(CD8) and TrPS(CD4) were negatively correlated with the CMVs and CAFs. These discoveries have deepened our comprehension of the immune-modulating impact of chemotherapy and underscored that the modified spatial landscape of Tregs after chemotherapy should be taken into account for personalized immunotherapy, aiming to ultimately improve clinical outcomes in patients with NSCLC.
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  • 文章类型: Journal Article
    背景:先前的研究表明,新辅助化疗(NAC)中添加铂类药物可改善三阴性乳腺癌(TNBC)患者的预后。然而,尚无研究评估紫杉烷和洛铂联合用药的疗效和安全性.在这项研究中,我们进行了一项随机对照II期临床研究,以比较紫杉烷联合洛铂或蒽环类药物的疗效和安全性.
    方法:我们将I-III期TNBC患者随机分为A组和B组。B组接受了六个周期的紫杉烷与蒽环类和环磷酰胺(TEC)的组合,或八个周期的蒽环类和环磷酰胺的组合,并连续使用紫杉烷(EC-T)。两个手臂都在NAC后接受了手术。主要终点是病理完全缓解(pCR)。次要终点是无事件生存期(EFS),总生存期(OS),和安全。
    结果:共评估了103例患者(A组51例,B组52例)。A臂的pCR率明显高于B臂(41.2%vs.21.2%,P=0.028)。淋巴结阳性和中性粒细胞与淋巴细胞比率(NLR)低的患者比淋巴结阴性和NLR高的患者从A组中受益更多(分别为P交互作用=0.001,P交互作用=0.012)。两组之间的EFS(P=0.895)或OS(P=0.633)没有显着差异。A组3/4级贫血患病率较高(P=0.015),B组3/4级中性粒细胞减少症患病率较高(P=0.044).
    结论:新佐剂紫杉烷联合洛铂的疗效优于紫杉烷联合蒽环类,两种方案的毒性特征相似.该试验可能为今后NAC治疗TNBC的更好的联合免疫治疗策略提供参考。
    BACKGROUND: Previous studies have shown that the addition of platinum to neoadjuvant chemotherapy (NAC) improved outcomes for patients with triple-negative breast cancer (TNBC). However, no studies have assessed the efficacy and safety of the combination of taxane and lobaplatin. In this study, we conducted a randomized controlled phase II clinical study to compare the efficacy and safety of taxane combined with lobaplatin or anthracycline.
    METHODS: We randomly allocated patients with stage I-III TNBC into Arm A and Arm B. Arm A received six cycles of taxane combined with lobaplatin (TL). Arm B received six cycles of taxane combined with anthracycline and cyclophosphamide (TEC) or eight cycles of anthracycline combined with cyclophosphamide and sequential use of taxane (EC-T). Both Arms underwent surgery after NAC. The primary endpoint was the pathologic complete response (pCR). Secondary endpoints were event-free survival (EFS), overall survival (OS), and safety.
    RESULTS: A total of 103 patients (51 in Arm A and 52 in Arm B) were assessed. The pCR rate of Arm A was significantly higher than that of Arm B (41.2% vs. 21.2%, P = 0.028). Patients with positive lymph nodes and low neutrophil-to-lymphocyte ratio (NLR) benefited significantly more from Arm A than those with negative lymph nodes and high NLR (Pinteraction = 0.001, Pinteraction = 0.012, respectively). There was no significant difference in EFS (P = 0.895) or OS (P = 0.633) between the two arms. The prevalence of grade-3/4 anemia was higher in Arm A (P = 0.015), and the prevalence of grade-3/4 neutropenia was higher in Arm B (P = 0.044).
    CONCLUSIONS: Neoadjuvant taxane plus lobaplatin has shown better efficacy than taxane plus anthracycline, and both regimens have similar toxicity profiles. This trial may provide a reference for a better combination strategy of immunotherapy in NAC for TNBC in the future.
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  • 文章类型: Journal Article
    目的:确定MRI是否可以预测卵巢癌(OC)患者直肠乙状结肠切除术(RR)的必要性,并比较新辅助化疗(NACT)MRI前后的预测准确性。
    方法:对82位OC的MRI进行回顾性分析,包括六个肠征(长度,横轴,厚度,周长,肌层受累,和粘膜下水肿)和四个肠旁体征(阴道,准晶,输尿管,和骶直肠生殖器隔膜受累)。测量反映肌层受累程度的参数。根据手术和术后结局将患者分为非RR组和RR组。通过多变量逻辑回归分析确定了需要RR的独立预测因素。
    结果:对82例患者进行了影像学评估(67例无NACT,15例NACT)。粘膜下水肿和肌层受累(OR分别为13.33和8.40)是需要RR的独立预测因子,敏感性为83.3%和94.4%,特异性为93.9%和81.6%,分别。在反映肌层受累程度的参数中,周长≥3/12的预测精度最高,将特异性从仅肌层受累的81.6%增加到98.0%,灵敏度仅略有下降(从94.4%降至88.9%)。NACT前和NACT后MRI的预测敏感性分别为100.0%和12.5%,分别,特异性分别为85.7%和100.0%,分别。
    结论:直肠乙状肌受累及其周围的MRI分析有助于预测OC患者RR的必要性,NACT前MRI可能更适合评估。
    我们分析了OC患者的术前盆腔MRI。我们的研究结果表明,MRI对识别需要RR达到ODS的患者具有预测潜力。
    结论:必须确定RR的需求,以优化OC患者的治疗。肌层受累围≥3/12有助于预测RR。在预测RR方面,NACT前MRI可能优于NACT后MRI。
    OBJECTIVE: To determine whether MRI can predict the necessity of rectosigmoid resection (RR) for optimal debulking surgery (ODS) in ovarian cancer (OC) patients and to compare the predictive accuracy of pre- and post-neoadjuvant chemotherapy (NACT) MRI.
    METHODS: The MRI of 82 OC were retrospectively analyzed, including six bowel signs (length, transverse axis, thickness, circumference, muscularis involvement, and submucosal edema) and four para-intestinal signs (vaginal, parametrial, ureteral, and sacro-recto-genital septum involvement). The parameters reflecting the degree of muscularis involvement were measured. Patients were divided into non-RR and RR groups based on the operation and postoperative outcomes. The independent predictors of the need for RR were identified by multivariate logistic regression analysis.
    RESULTS: Imaging for 82 patients was evaluated (67 without and 15 with NACT). Submucosal edema and muscularis involvement (OR 13.33 and 8.40, respectively) were independent predictors of the need for RR, with sensitivities of 83.3% and 94.4% and specificities of 93.9% and 81.6%, respectively. Among the parameters reflecting the degree of muscularis involvement, circumference ≥ 3/12 had the highest prediction accuracy, increasing the specificity from 81.6% for muscularis involvement only to 98.0%, with only a slight decrease in sensitivity (from 94.4% to 88.9%). The predictive sensitivities of pre-NACT and post-NACT MRI were 100.0% and 12.5%, respectively, and the specificities were 85.7% and 100.0%, respectively.
    CONCLUSIONS: MRI analysis of rectosigmoid muscularis involvement and its circumference can help predict the necessity of RR in OC patients, and pre-NACT MRI may be more suitable for evaluation.
    UNASSIGNED: We analyzed preoperative pelvic MRI in OC patients. Our findings suggest that MRI has predictive potential for identifying patients who require RR to achieve ODS.
    CONCLUSIONS: The need for RR must be determined to optimize treatment for OC patients. Muscularis involvement circumference ≥ 3/12 could help predict RR. Pre-NACT MRI may be superior to post-NACT MRI in predicting RR.
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  • 文章类型: Journal Article
    这项研究旨在创建和评估机器学习模型,以使用基线和重新统计计算机断层扫描(CT)预测晚期胃癌(AGC)新辅助治疗后的淋巴结转移。在这项回顾性分析中,我们评估了来自两个机构的158例切除胃癌患者的CT图像和病理数据。如果患者经组织学证实患有胃癌,则有资格入选。他们接受了新辅助化疗,切除至少15个淋巴结.所有患者均接受基线和术前腹部CT检查,并有完整的临床病理报告。他们分为两个队列:(a)用于模型创建的主要队列(n=125)和(b)用于评估模型预测淋巴结转移存在的能力的测试队列(n=33)。将放射组学模型对淋巴结转移的诊断能力与放射科医生的传统CT形态学诊断进行了比较。基于基线和术前CT图像的影像组学模型在训练组(AUC0.846)和测试队列(AUC0.843)中产生了令人鼓舞的结果。在训练组中,敏感性和特异性分别为81.3%和77.8%,分别,而在测试队列中,分别为84%和75%。放射科医生的诊断敏感性和特异性分别为70%和42.2%(使用基线CT)和46.3%和62.2%(使用术前CT)。特别是,影像组学模型诊断N0例(无淋巴结转移)的特异性高于常规CT。基于CT的影像组学模型可以比传统CT成像更准确地评估新辅助化疗后AGC患者的淋巴结转移。
    This study aims to create and assess machine learning models for predicting lymph node metastases following neoadjuvant treatment in advanced gastric cancer (AGC) using baseline and restaging computed tomography (CT). We evaluated CT images and pathological data from 158 patients with resected stomach cancer from two institutions in this retrospective analysis. Patients were eligible for inclusion if they had histologically proven gastric cancer. They had received neoadjuvant chemotherapy, with at least 15 lymph nodes removed. All patients received baseline and preoperative abdominal CT and had complete clinicopathological reports. They were divided into two cohorts: (a) the primary cohort (n = 125) for model creation and (b) the testing cohort (n = 33) for evaluating models\' capacity to predict the existence of lymph node metastases. The diagnostic ability of the radiomics-model for lymph node metastasis was compared to traditional CT morphological diagnosis by radiologist. The radiomics model based on the baseline and preoperative CT images produced encouraging results in the training group (AUC 0.846) and testing cohort (AUC 0.843). In the training cohort, the sensitivity and specificity were 81.3% and 77.8%, respectively, whereas in the testing cohort, they were 84% and 75%. The diagnostic sensitivity and specificity of the radiologist were 70% and 42.2% (using baseline CT) and 46.3% and 62.2% (using preoperative CT). In particular, the specificity of radiomics model was higher than that of conventional CT in diagnosing N0 cases (no lymph node metastasis). The CT-based radiomics model could assess lymph node metastasis more accurately than traditional CT imaging in AGC patients following neoadjuvant chemotherapy.
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