首页> 外文期刊>International journal of immunopathology and pharmacology. >Peri-Tumoral Inflammatory Cell Infiltration in OSCC: A Reliable Marker of Local Recurrence and Prognosis? An Investigation Using Artificial Neural Networks
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Peri-Tumoral Inflammatory Cell Infiltration in OSCC: A Reliable Marker of Local Recurrence and Prognosis? An Investigation Using Artificial Neural Networks

机译:OSCC的肿瘤周围炎性细胞浸润:局部复发和预后的可靠标志?使用人工神经网络进行调查

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The presence of inflammatory reaction in peri-tumoural connective tissue is generally considered as a defense mechanism against cancer, but inflammation tissue in malignant transformation and early steps of oncogenesis has been recently proven to play a supporting and aggravating role in some carcinomas. Aims of this retrospective study were to evaluate in OSCCs the independent association of peri-tumoral inflammatory infiltrate (PTI) with local recurrence (LR) or survival outcome, and to verify whether PTI can be considered a marker of prognosis. Data from 211 cases of OSCC, only surgically treated between 1990 and 2000, were collected and retrospectively analyzed for PTI and the event LR (5 yrs follow-up at least) by means of univariate-multivariate and neural networks analyses. Patients (mean age 65.3 ± 12.4 yrs, M/F = 2.98) showed presence of PTI in 68.2% (144/211): (+) in 27.0%, (++) in 25.6%, (+++) 15.6%; PTI was found reduced in 24.7% of cases and absent in 7.1%. In overall PTI+ve group (n=144), 66 were TNM Stage I, 33 Stage II, 45 Stage III, none Stage IV. LR (mean 6 ± 4 months) was present in 87/211 (41.2%) patients, of which 43/144 (29.8%) in OSCCs with PTI [23 (+),. 13 (++) and 7 (+++)] vs. 44/67 (65.7%) in OSCC with PTI -/+ or PTI–ve ones. By univariate analysis, PTI+ve cases showed a significant lower risk to have LR (p<0.0001; OR= 0.2297; CI= 0.1277:0.4134) vs PTI -/+ or –ve ones, especially among cases with higher PTI value (+++) (OR= 0.1718; CI= 0.0749:03939). Multivariate analyses (Logit model and neural networks) confirmed the same datum: presence of PTI was an independent predictive variable accounting for a better tumoural outcome without LR (Logit and neural networks values: OR' 0.226; CI= 0.113:0.454; ROC Area = 0.66, respectively). In terms of prognostic significance, elevated PTI was found to have an independent association with the poorest overall survival rate (P = 0.056). Our findings strongly suggest the importance to investigate routinely PTI in OSCCs, as useful marker of tumoral behavior and prognosis, and warrant further studies on its specific cellular nature.
机译:肿瘤周围结缔组织中炎症反应的存在通常被认为是抵抗癌症的防御机制,但是最近已证明,在恶性转化和癌变早期阶段中的炎症组织在某些癌症中起辅助和加重作用。这项回顾性研究的目的是评估OSCC中肿瘤周围炎性浸润(PTI)与局部复发(LR)或生存结果的独立关联,并验证PTI是否可以被视为预后的标志。收集了1990年至2000年间仅接受手术治疗的211例OSCC患者的数据,并通过单变量,多变量和神经网络分析对PTI和LR事件(至少随访5年)进行了回顾性分析。患者(平均年龄65.3±12.4岁,M / F = 2.98)显示PTI的存在率为68.2%(144/211):(+)为27.0%,(++)为25.6%,(+++)15.6% ;发现PTI减少了24.7%,而没有7.1%。在整个PTI + ve组(n = 144)中,有66例为TNM阶段I,33阶段II,45阶段III,无IV阶段。 LR(平均6±4个月)存在于87/211(41.2%)患者中,其中43/144(29.8%)存在于PTI的OSCC中[23(+)]。 13(++)和7(+++)]与使用PTI-/ +或PTI–ve的OSCC中的44/67(65.7%)相比。通过单因素分析,与PTI-/ +或–ve相比,PTI + ve病例患LR的风险显着降低(p <0.0001; OR = 0.2297; CI = 0.1277:0.4134),尤其是在PTI值较高的病例中(+ ++)(OR = 0.1718; CI = 0.0749:03939)。多变量分析(Logit模型和神经网络)证实了相同的数据:PTI的存在是一个独立的预测变量,说明在没有LR的情况下肿瘤结局更好(Logit和神经网络值:OR'0.226; CI = 0.113:0.454; ROC面积=分别为0.66)。就预后意义而言,发现PTI升高与最差的总生存率有独立的关联(P = 0.056)。我们的发现强烈表明,必须定期研究OSCC中的PTI,将其作为肿瘤行为和预后的有用标志,并有必要对其特异性细胞性质进行进一步研究。

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