Deep learning with biopsy whole slide images for pretreatment prediction of pathological complete response to neoadjuvant chemotherapy in breast cancer：A multicenter study

IntroductionPredicting pathological complete response (pCR) for patients receiving neoadjuvant chemotherapy (NAC) is crucial in establishing individualized treatment. Whole-slide images (WSIs) of tumor tissues reflect the histopathologic information of the tumor, which is important for therapeutic response effectiveness. In this study, we aimed to investigate whether predictive information for pCR could be detected from WSIs.Materials and methodsWe retrospectively collected data from four cohorts of 874 patients diagnosed with biopsy-proven breast cancer. A deep learning pathological model (DLPM) was constructed to predict pCR using biopsy WSIs in the primary cohort, and it was then validated in three external cohorts. The DLPM could generate a deep learning pathological score (DLPs) for each patient; stromal tumor-infiltrating lymphocytes (TILs) were selected for comparison with DLPs.ResultsThe WSI feature-based DLPM showed good predictive performance with the highest area under the curve (AUC) of 0.72 among the cohorts. Alternatively, the combination of the DLPM and clinical characteristics offered a better prediction performance (AUC >0.70) in all cohorts. We also evaluated the performance of DLPM in three different breast subtypes with the best prediction for the triple-negative breast cancer (TNBC) subtype (AUC: 0.73). Moreover, DLPM combined with clinical characteristics and stromal TILs achieved the highest AUC in the primary cohort (AUC: 0.82) and validation cohort 1 (AUC: 0.80).ConclusionOur study suggested that WSIs integrated with deep learning could potentially predict pCR to NAC in breast cancer. The predictive performance will be improved by combining clinical characteristics. DLPs from DLPM can provide more information compared to stromal TILs for pCR prediction.     

Locally advanced cervical carcinoma patients treated with chemoradiation followed by radical surgery: clinical response and oncological outcomes according to histotype after propensity score analysis

IntroductionThe aims of this study were to analyze the pathological response, and survival outcomes of adenocarcinoma/adenosquamous (AC/ASC) versus squamous cell carcinoma (SCC) in patients with locally advanced cervical cancer (LACC) managed by chemoradiotherapy followed by radical surgery.MethodsRetrospective, multicenter, observational study, including patients with SCC and AC/ACS LACC patients treated with preoperative CT/RT followed by tailored radical surgery (RS) between 06/2002 and 05/2017. Clinical-pathological characteristics were compared between patients with SCC versus AC/ASC. A 1:3 ratio propensity score (PS) matching was applied to remove the variables imbalance between the two groups.ResultsAfter PS, 320 patients were included, of which 240 (75.0%) in the SCC group, and 80 (25.0%) in the AC/ASC group. Clinico-pathological and surgical baseline characteristics were balanced between the two study groups. Percentage of pathologic complete response was 47.5% in SCC patients versus 22.4% of AC/ASC ones (p < 0.001). With a median follow-up of 51 months (range:1–199), there were 54/240 (22.5%) recurrences in SCC versus 28/80 (35.0%) in AC/ASC patients (p = 0.027). AC/ASC patients experienced worse disease free (DFS), and overall survival (OS) compared to SCC patients (p = 0.019, and p = 0.048, respectively). In multivariate analysis, AC/ACS histotype, and FIGO stage were associated with worse DFS and OS.ConclusionIn LACC patients treated with CT/RT followed by RS, AC/ASC histology was associated with lower pathological complete response to CT/RT, and higher risk of recurrence and death compared with SCC patients. This highlights the need for specific therapeutic strategies based on molecular characterization to identify targets and develop novel treatments.     

Primary epidural lumbar Ewing sarcoma presenting as cauda equina syndrome in an adult patient who underwent surgical decompression: A case report

Ewing sarcoma (ES) is a rare primary neoplasm in the lumbar adult spine and may mimic a benign tumor. In this case, after a patient's three-month history of lower back pain and rapidly progressing leg numbness and weakness, magnetic resonance imaging (MRI) showed a mass in the third lumbar vertebra. At a two-month follow-up, imaging showed a fracture, compression and lesion enlargement. Decompression and fixation confirmed ES, and the patient began combined radiotherapy and chemotherapy. Two months postoperatively, residual ES was suspected on MRI. The patient underwent a second surgery, and histopathology confirmed necrosis. A six-month follow-up after the first surgery showed no tumor recurrence. This case supports the inclusion of ES in the differential diagnosis of pathologic spinal fracture. Early decompression and spinal fixation are critical for preserving neurologic and spinal functions in ES complicated by a compression fracture. Combined adjuvant radiotherapy and chemotherapy remain the standard therapeutic strategy.     

增强CT评价肝细胞癌凋亡相关蛋白表达的价值探讨

目的:探讨增强CT评价肝细胞癌(hepatocellular carcinoma,HCC)组织中凋亡相关蛋白fas,bax,bc1-2表达的价值。方法:对38例共40个经病理证实且行动、静脉双期CT增强扫描的HCC病灶进行分析,用免疫组化SP法检测癌组织中第Ⅷ因子相关抗原(FactorⅧrelated antigen,FⅧRA),fas,bax,bc1-2和bc1-x1的表达情况,并结合其病理分级将CT增强表现特征与免疫组化的结果进行对照分析。结果:fas,bax,bc1-2和bc1-x1的阳性表达率分别为20%(8/40)、25%(10/40)、27.5%(11/40)和50%(20/40),bax和bc1-2,以及bc1-2和bc1-x1之间分别具有一定的相关性(P<0.05)。bc1-x1的表达与CT显示的病灶大小、以及病理分级具有一定的关系(P<0.05),病理分级与CT显示的边界类型以及瘤内的液化坏死有关(P<0.05)。结论:fas,bax,bc1-2和bc1-x1等蛋白在HCC组织中呈现不同程度的表达,通过CT反映调亡相关蛋白表达的价值有限。     

缺血再灌注脑组织病理形态及脂质过氧化的动态观察

目的:探讨缺血再灌注脑组织病理形态及丙二醛含量变化的关系.方法:阻断双侧颈总动脉和椎动脉结合低血压法复制兔脑完全性缺血再灌注模型,观察心脉龙对脑组织病理形态变化及脂质过氧化的影响.结果:心脉龙能抑制膜脂质过氧化作用,且缺血再灌注脑组织丙二醛含量变化与其病理形态改变具有一致性.结论:动态观察血液丙二醛,可作为评价脑缺血性疾病治疗和预后的检测指标.     

深插胃镜诊断十二指肠乳头以下病变的临床价值

目的 探讨深插胃镜对十二指肠乳头以下病变的诊断价值。方法 回顾性分析行胃镜检查[深插至十二指肠空肠曲(屈氏韧带附近)]的320例患者的临床资料、操作方法及检查结果。结果 320例患者中，深插至十二指肠升部成功率为93．12％，其中最多可以观察到十二指肠空肠以下8～10cm，所用时间约3～15min，发现十二指肠降部及以下病变85例。结论 深插胃镜对十二指肠乳头以下部位病变具有较好的诊断及治疗价值。     

密盖息治疗49例恶性骨转移瘤疗效观察

目的:观察密盖息(鲑鱼降钙素)的治疗骨转移瘤疼痛和血清钙的临床疗效。方法:单用组用密盖息100IU,肌肉注射,每日2次,共7d。联合化疗组化疗后加密盖息100IU肌肉注射,每日2次,每次7d。治疗结束进行疗效评价。结果:单用组骨痛完全缓解66.7%(12/18)。联合化疗组骨痛完全缓解率87.1%(27/31)。单用组血钙降至正常,占77.8%(14/18),联合化疗组血钙完全降至正常占100%(31/31)。副作用是暂时性的心动过速、皮肤潮红、头晕、恶心呕吐,无需特殊处理,自行缓解。结论:密盖息治疗骨转移瘤有止痛、降低血钙作用良好,副作用小,可以在临床上安全使用。     

肺癌的纤支镜检查与影像学征象对照观察的临床研究

目的 联合应用影像学(胸部X线和CT)提高纤支镜对肺癌的诊断。方法选择我院纤支镜后组织病理学确诊的肺癌177例，全部病例在做纤支镜前1周内进行胸部X线或CT检查，并将影像学征象与纤支镜下表现及其病理学类型进行对照分析。结果中央型肺癌165例，周围型肺癌12例；纤支镜下主要表现有：外向型生长98例，浸润型生长63例，仅见间接征象5例，未见异常12例；组织病理学类型：鳞癌117例，腺癌29例，小细胞癌24例，其它肿瘤7例；影像学征象表现有：肺部肿块影116例，阻塞性肺炎表现为主27例，以局限性肺不张表现为主19例，片状模糊的阴影12例，两肺多发结节影3例。结论 纤支镜和影像学征象对肺癌的诊断各有特点，两者联合应用，可取长补短，提高肺癌的诊断。     

适应性反应对中医药研究的启示

适应性反应是近年医学研究的热点问题之一,利用适应性反应已作为疾病防治的新战略,其核心和精髓是充分调动和激发机体内源性保护机制,增加机体适应性和抗损伤能力,维持机体自稳态.适应性反应的研究表明了机体自身存在着很强的内源性保护机制,其本质是适应性反应诱导了内源性保护物质(保护性蛋白等)的产生,而用药物等途径则可模拟或增强适应性保护作用.适应性反应与中医学的天人相应、正气学说、扶正固本、藏象学说、治未病思想、适应原中药、针灸经络等理论有诸多联系,对中医药研究有一定的启示,对于揭示中医学的科学内涵和实质、发展和弘扬中医理论及促进中西医结合均具有一定参考意义.     

The nature of breast dense core granules: uranaffin reactivity

In this study breast tissue that contained ultrastructural dense core granules has been examined from 24 patients. The possible neuroendocrine characteristics of the granules were studied using the uranaffin reaction and an ultrastructural argyrophil stain. The tissue included 15 breast carcinomas and nine benign samples. Two types of breast dense core granules can be distinguished on the basis of intracellular distribution patterns and histochemical reactivity. Type I dense core granules are the most common and they were found subluminally distributed in non-pathological tissues and benign lesions as well as carcinomas. They were uranaffin-negative and are unlikely to be of endocrine nature. Type II dense core granules were found only in four carcinomas, where they occurred abundantly throughout the cytoplasm. These granules were uranaffin-positive and argyrophilic and thus exhibited characteristics consistent with neuroendocrine structure.