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.     

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。     

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。     

乳腺癌新辅助化疗后动态增强MRI表现与病理反应性相关性研究

目的探讨乳腺癌新辅助化疗后动态增强MRI（DCE—MRI）表现的形态学和时间信号强度曲线（TIC）类型与病理学反应性的关系。方法45例乳腺癌患者经新辅助化疗结束后行乳腺DCE—MR检查及手术治疗。应用AW4．2图像工作站观察残余肿瘤强化的形态和TIC类型（共3型）。由病理科医师对乳腺癌化疗后手术标本的病理反应性进行评估，分为1～5级，5级为病理完全缓解，4级和5级为组织学显著反应。分析病理反应性级别与DCE—MRI残余强化的TIC类型、形态的关系，统计方法采用精确概率法。结果45例中病理反应性5级7例，4级16例，3级16例，1和2级共6例。20例I型曲线中组织学显著反应者占70．0％（14／20），而6例Ⅲ型曲线均为组织学反应不显著者。TIC类型在不同的病理反应级别分布差异有统计学意义（P=0．001）。组织学显著反应且有残余强化者共18例，其中非肿块性强化11例。残余强化的肿块（非肿块）形态表现在不同病理反应性分级中分布差异有统计学意义（P=0．012）。结论乳腺癌新辅助化疗后DCE—MRI的形态及血液动力学表现特点与化疗后病理反应性相关。非肿块性强化和I型TIC与组织学显著反应有关。     

子宫颈癌226例临床病理分析

目的：探讨宫颈癌的临床、病理特点、诊治方法及预后因素。方法：收集1996年1月至2001年1月226例宫颈癌患者进行回顾性分析。结果：平均患病年龄为48．18岁。130例患者为阴道流血，70例为阴道流液，25例下腹疼痛，l例精神减退、贫血、浮肿。病理分期：Ⅰ期病例数为169例(75％)；Ⅱ期病例数为3l例(13．72％)；Ⅲ期病例数为23例(10．18％)；Ⅳ期病例数为3例(1．1％)。比较2l例宫颈鳞癌与宫颈腺癌的转移，显示后者的腹主动脉旁淋巴结转移、肾上腺转移、子宫转移、胸水形成明显高于前者。结论：重视宫颈癌发病相关因素及临床症状，争取早期诊断，严格手术病理分期，选择适当治疗方案。     

慢性HBV感染患者HBsAg亚型分析

对包括慢性肝炎、肝炎肝硬变和原发性肝癌在内的１００例慢性ＨＢＶ感染者作了ＨＢｓＡｇ亚型分析。结果显示，在这组病例中ａｄｒ亚型占６１％，ａｄｗ占３３％，ａｙｒ占２％，ａｄｗｒ占４％。ａｄｒ亚型有随年龄增长更占优势的趋向。ａｄｒ和ａｄｗｒ亚型感染者ＨＢｓＡｇ滴度较ａｄｗ组显著增高，且ｅ抗原阳性率亦较高。上述发现提示，具有ａｄｒ和ａｄｗｒ亚型的ＨＢＶ株可能具有较强的复制活性，不易被清除，从而导致受感染者