kidney tumors

肾脏肿瘤
  • 文章类型: Journal Article
    肾小球旁细胞瘤(JGCT)是一种罕见的肿瘤,肾间质瘤家族的一部分。尽管JGCT的病理生理和临床相关性是众所周知的,由于这些肿瘤是药物治疗难以治疗的早发性动脉高血压的重要原因,他们的分子背景是未知的,只有很少的小型研究调查他们的核型。在这里,我们描述了由经验丰富的泌尿生殖道病理学家诊断的JGCT的多机构队列,评估临床表现和结果,形态多样性和,重要的是,分子特征。从九个机构收集了十个JGCT,通过免疫组织化学进行研究,并提交全外显子组测序(WES)。我们的发现强调了JGCT的形态学异质性,可以模拟几个肾脏肿瘤实体。3例显示有关组织学特征,但是病人的过程并不显著,这表明仅形态学评估不能可靠地预测临床行为。在JGCT中检测到RASGTP酶中的功能增益变体,没有额外的复发基因组改变的证据。总之,我们提出了以WES为特征的最大的JGCT系列,强调MAPK-RAS途径的推定作用。
    Juxtaglomerular cell tumor (JGCT) is a rare neoplasm, part of the family of mesenchymal tumors of the kidney. Although the pathophysiological and clinical correlates of JGCT are well known, as these tumors are an important cause of early-onset arterial hypertension refractory to medical treatment, their molecular background is unknown, with only few small studies investigating their karyotype. Herein we describe a multi-institutional cohort of JGCTs diagnosed by experienced genitourinary pathologists, evaluating clinical presentation and outcome, morphologic diversity, and, importantly, the molecular features. Ten JGCTs were collected from 9 institutions, studied by immunohistochemistry, and submitted to whole exome sequencing. Our findings highlight the morphologic heterogeneity of JGCT, which can mimic several kidney tumor entities. Three cases showed concerning histologic features, but the patient course was unremarkable, which suggests that morphologic evaluation alone cannot reliably predict the clinical behavior. Gain-of-function variants in RAS GTPases were detected in JGCTs, with no evidence of additional recurrent genomic alterations. In conclusion, we present the largest series of JGCT characterized by whole exome sequencing, highlighting the putative role of the MAPK-RAS pathway.
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  • 文章类型: Review
    2022年WHO泌尿和男性生殖器肿瘤分类引入了几种新型肾脏实体,表现出具有特定突变背景的嗜酸性粒细胞/嗜酸性细胞特征。因此,分子技术,例如下一代测序(NGS),变得更常用于他们的评估。我们研究了12例肾脏低度嗜酸性细胞肿瘤(LOT)(来自11例患者),在一组210个嗜酸性粒细胞/嗜酸性细胞肾肿瘤中发现,在2019年10月至2023年5月期间在我们机构诊断,在此期间占所有嗜酸性粒细胞/嗜酸性细胞肾肿瘤的5.7%(12/210)。我们回顾了他们的临床病理,组织学,和免疫组织化学特征,以及它们的突变特征。我们还回顾了有关LOT的NGS衍生数据的文献,通过选择根据最初提出的标准进行LOT诊断的论文。中位年龄为65岁(平均:63.5;范围43-79),中位肿瘤大小为2.0cm(平均:2.2;范围:0.9-3.1)。所有肿瘤均为PAX8、CK7和GATA3阳性,CD117/KIT阴性或局灶性阳性。我们发现以下基因突变:MTOR((6/11),54.5%)),TSC1((2/11),18.2%)),1名同时患有NOTCH1和NOTCH4((1/11),9.1%))。在2/11(18.2%)患者中发现了野生型状态,并且一个肿瘤无法分析。对包括79个LOT的8项先前研究的回顾显示,调节哺乳动物雷帕霉素靶蛋白(mTOR)途径的基因中经常发生突变:MTOR(32/79(40.5%)),TSC1(21/79(26.6%)),和TSC2(9/79(11.4%))。其他突变基因包括PIK3CA,NF2和PTEN,通常不知道会影响mTOR途径,但可能充当上游和下游效应物。我们的研究表明,当应用适当的诊断标准时,LOT在常规实践中得到越来越多的诊断。我们还证实mTOR通路主要通过MTOR与该肿瘤的发病机制密切相关。TCS1和TSC2突变,但是其他基因也可能参与该途径的激活,尤其是在没有“规范”突变的LOT中。
    The 2022 WHO classification of urinary and male genital tumors introduced several novel kidney entities exhibiting eosinophilic/oncocytic features with specific mutational backgrounds. Thus, molecular techniques, such as next-generation sequencing (NGS), became more commonly used for their evaluation. We studied 12 low-grade oncocytic tumors (LOT) of the kidney (from 11 patients), identified in a cohort of 210 eosinophilic/oncocytic renal tumors, diagnosed in our institution between October 2019 and May 2023, which represented 5.7% (12/210) of all eosinophilic/oncocytic renal tumors during this period. We reviewed their clinicopathologic, histologic, and immunohistochemical features, as well as their mutational profiles. We also reviewed the literature on NGS-derived data of LOT, by selecting papers in which LOT diagnosis was rendered according to the criteria proposed initially. Median age was 65 years (mean: 63.5; range 43-79) and median tumor size was 2.0 cm (mean: 2.2; range: 0.9-3.1). All tumors were positive for PAX8, CK7, and GATA3, and negative or focally positive for CD117/KIT. We found the following gene mutations: MTOR ((6/11), 54.5%)), TSC1 ((2/11), 18.2%)), and 1 had both NOTCH1 and NOTCH4 ((1/11), 9.1%)). Wild-type status was found in 2/11 (18.2%) patients and one tumor was not analyzable. A review of 8 previous studies that included 79 LOTs revealed frequent mutations in the genes that regulate the mammalian target of rapamycin (mTOR) pathway: MTOR (32/79 (40.5%)), TSC1 (21/79 (26.6%)), and TSC2 (9/79 (11.4%)). Other mutated genes included PIK3CA, NF2, and PTEN, not typically known to affect the mTOR pathway, but potentially acting as upstream and downstream effectors. Our study shows that LOT is increasingly diagnosed in routine practice when applying the appropriate diagnostic criteria. We also confirm that the mTOR pathway is strongly implicated in the pathogenesis of this tumor mainly through MTOR, TCS1, and TSC2 mutations, but other genes could also be involved in the pathway activation, especially in LOTs without \"canonical\" mutations.
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  • 文章类型: Journal Article
    背景:肿瘤在新生儿时代是罕见的。先天性中胚层肾瘤(CMN)通常是出生时观察到的良性肾脏肿瘤,或者在生命的头几个月。也可以在产前鉴定,并与羊水过多有关,导致早产。在大多数情况下,有效的治疗是手术,包括全肾切除术。在文学中,很少有研究报告这种罕见疾病的新生儿管理,更少的是那些描述其罕见的并发症。
    方法:我们报告了两名受CMN影响的单中心新生儿。第一个病人是一个早产的女婴,出生在妊娠30+1周(WG)由于早产,产前(25WG)鉴定与羊水过多相关的腹内胎儿肿块。一旦获得临床稳定性,体重增加,仪器(计算机断层扫描,CT,显示4.8×3.3厘米的左肾新生)和病变的组织学/分子特征(经典CMN伴ETV6-NTRK3易位的肾针活检照片),左侧肾切除术在5周龄时进行.由于肠粘连形成,以下临床过程并发肠梗阻,然后是肠皮肤瘘,需要多种手术方法,包括短暂回肠和结肠造口术,在决定性的吻合干预之前。第二个病人是一个17天大的男性足月婴儿,由于产后可触及的左腹部肿块的证据(很快通过CT确定,在左肾小屋显示7.5×6.5厘米的新生),喂养困难和体重增加差。由于高血压和高钙血症的发展,需要静脉利尿剂治疗,在第26天进行肾切除术(具有ETV6-NTRK3融合的细胞CMN的组织学诊断)后消退。在两种情况下都没有添加化疗。两名患者均已纳入多学科随访,它们目前显示有规律的生长和神经运动发育,肾功能正常,无局部/全身复发或其他胃肠道/泌尿系疾病。
    结论:发现胎儿腹部肿块应提示CMN的怀疑,特别是如果它与羊水过多有关;它也应该提醒产科医生和新生儿专家早产的风险。虽然通常是良性疾病,CMN可能与新生儿全身代谢或术后并发症有关。高水平的外科专业知识,仔细的新生儿重症监护和组织病理学/细胞遗传学-分子定义是患者最佳管理的基石.这还应包括个性化的后续行动,旨在及早发现任何可能的复发或相关异常,并提高儿童及其家庭的生活质量。
    BACKGROUND: Tumors are rare in neonatal age. Congenital mesoblastic nephroma (CMN) is a usually benign renal tumor observed at birth, or in the first months of life. It may also be identified prenatally and associated with polyhydramnios leading to preterm delivery. Effective treatment is surgical in most cases, consisting in total nephrectomy. In literature, very few studies report on the neonatal management of such a rare disease, and even less are those describing its uncommon complications.
    METHODS: We report on two single-center newborns affected with CMN. The first patient is a preterm female baby, born at 30+ 1 weeks of gestation (WG) due to premature labor, with prenatal (25 WG) identification of an intra-abdominal fetal mass associated with polyhydramnios. Once obtained the clinical stability, weight gain, instrumental (computed tomography, CT, showing a 4.8 × 3.3 cm left renal neoformation) and histological/molecular characterization of the lesion (renal needle biopsy picture of classic CMN with ETV6-NTRK3 translocation), a left nephrectomy was performed at 5 weeks of chronological age. The following clinical course was complicated by intestinal obstruction due to bowel adherences formation, then by an enterocutaneous fistula, requiring multiple surgical approaches including transitory ileo- and colostomy, before the conclusive anastomoses intervention. The second patient is a 17-day-old male term baby, coming to our observation due to postnatal evidence of palpable left abdominal mass (soon defined through CT, showing a 7.5 × 6.5 cm neoformation in the left renal lodge), feeding difficulties and poor weight gain. An intravenous diuretic treatment was needed due to the developed hypertension and hypercalcemia, which regressed after the nephrectomy (histological diagnosis of cellular CMN with ETV6-NTRK3 fusion) performed at day 26. In neither case was chemotherapy added. Both patients have been included in multidisciplinary follow-up, they presently show regular growth and neuromotor development, normal renal function and no local/systemic recurrences or other gastrointestinal/urinary disorders.
    CONCLUSIONS: The finding of a fetal abdominal mass should prompt suspicion of CMN, especially if it is associated with polyhydramnios; it should also alert obstetricians and neonatologists to the risk of preterm delivery. Although being a usually benign condition, CMN may be associated with neonatal systemic-metabolic or postoperative complications. High-level surgical expertise, careful neonatological intensive care and histopathological/cytogenetic-molecular definition are the cornerstones for the optimal management of patients. This should also include an individualized follow-up, oriented to the early detection of any possible recurrences or associated anomalies and to a better quality of life of children and their families.
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  • 文章类型: Case Reports
    Wunderlich综合征(WS)是一种罕见的,潜在的危及生命的医疗状况,其特征是在没有已知创伤的情况下发生自发性肾脏或肾周出血。WS通常表现为伦克的三合会:急性侧腹疼痛,侧翼质量感觉,和低血容量性休克;然而,这种情况的表现可能因症状类型和持续时间而异。我们介绍了一名23岁以前健康的女性的案例,该女性因血管平滑肌脂肪瘤而向我们的急诊科咨询了异常的亚急性形式的WS(疼痛八天)。考虑到患者临床稳定,我们采取了保守的方法,并进行了连续计算机断层扫描的严格随访.
    Wunderlich syndrome (WS) is a rare, potentially life-threatening medical condition characterized by spontaneous renal or perinephric hemorrhage occurring in the absence of known trauma. WS usually presents as Lenk\'s triad: acute flank pain, flank mass sensation, and hypovolemic shock; however, the presentation of this condition can vary in terms of symptom type and duration. We present the case of a 23-year-old previously healthy woman who consulted our emergency department with an unusual subacute form of presentation of WS (eight days of pain) due to an angiomyolipoma. Considering that the patient was clinically stable, a conservative approach with strict follow-up with serial computed tomography scans was taken.
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  • 文章类型: Journal Article
    NF2抑癌基因的基因组改变(GA)与肾脏肿瘤的攻击行为有关。我们使用综合基因组谱分析(CGP)来评估NF2GA在肾肿瘤组织学亚型中的频率,以及在其他基因和生物标志物中共同发生的GA的频率。晚期肾脏肿瘤包括1875个透明细胞(ccRCC),405乳头状(pRCC),108发色细胞(chRCC),171肉瘤样(sRCC),61集流管(cdRCC),49髓质(mRCC),134未分类(uRCC),906肾盂尿路上皮癌(UC),147例Wilms肿瘤接受了基于杂交捕获的CGP,以评估所有类别的GA。192(4.9%)的肾脏肿瘤以NF2GA为特征,主要是结构变异突变(89%),其次是拷贝数改变(9%)。具有男性优势的NF2突变体(NF2mut)和NF2野生型(NF2wt)队列之间的性别和年龄相似。NF2GA频率在cdRCC中最高(30%),sRCC(21%),uRCC(15%),和pRCC(12%),而ccRCC最低(3%),UC(3%)肾母细胞瘤(1%),和chRCC(0%)。NF2突变状态与Ch22丢失相关(P<.001)。NF2mutRCC包含共同发生的GA,包括CDKN2A,CDKN2B,SETD2和BAP1。VHL,PBRM1,PTEN,和FGFR3GA在NF2wt肿瘤中的频率明显高于NF2mut肿瘤。MTOR途径GAs在NF2mut肿瘤中并不常见。没有NF2突变的RCC表现为MSI高或TMB高。sRCC与PD-L1高表达相关。与NF2wt组相比,NF2mut中的PD-L1SP142肿瘤(P=.04)和免疫细胞(P=.013)更频繁。在RCC的组织学亚型中,cdRCC,sRCC,pRCC,和uRCC富集在NF2GA中。CDKN2A/B中的并流GA,SETD2和BAP1可能代表潜在的治疗靶标。NF2mut队列中较高水平的PD-L1表达表明这些肿瘤可能对免疫检查点抑制剂疗法敏感。
    Genomic alterations (GA) in NF2 tumor-suppressor gene have been associated with aggressive behavior in kidney tumors. We used comprehensive genomic profiling (CGP) to evaluate the frequencies of NF2 GA in histologic subtypes of kidney tumors and co-occurring GA in other genes and biomarkers. Advanced kidney tumors included 1875 clear cell (ccRCC), 405 papillary (pRCC), 108 chromophobe (chRCC), 171 sarcomatoid (sRCC), 61 collecting duct (cdRCC), 49 medullary (mRCC), 134 unclassified (uRCC), 906 urothelial carcinoma of renal pelvis (UC), and 147 Wilms tumors underwent hybrid-capture based CGP to evaluate all classes of GA. 192 (4.9%) of kidney tumors featured NF2 GA which were predominantly structural variant mutations (89%), followed by copy number alterations (9%). Gender and age were similar between NF2-mutant (NF2mut) and NF2-wild type (NF2wt) cohorts with male preponderance. NF2 GA frequency was highest in cdRCC (30%), sRCC (21%), uRCC (15%), and pRCC (12%) while lowest in ccRCC (3%), UC (3%) Wilms tumor (1%), and chRCC (0%). NF2 mutational status was associated with loss of Ch 22 (P < .001). NF2mut RCC harbored co-occurring GA including CDKN2A, CDKN2B, SETD2, and BAP1. VHL, PBRM1, PTEN, and FGFR3 GA were significantly more frequent in NF2wt than in NF2mut tumors. MTOR pathway GAs were uncommon in NF2mut tumors. No NF2 mutated RCC featured MSI-high or high TMB. sRCC was associated with high PD-L1 expression. PD-L1 SP142 tumoral (P = .04) and immune cells (P = .013) were more frequent in NF2mut as compared to NF2wt group. Among histologic subtypes of RCC, cdRCC, sRCC, pRCC, and uRCC are enriched in NF2 GA. Co-occurrent GA in CDKN2A/B, SETD2, and BAP1 may represent potential therapeutic targets. Higher level of PD-L1 expression in NF2mut cohort suggests that these tumors might be sensitive to immune checkpoint inhibitor therapies.
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  • 文章类型: Case Reports
    与肾细胞癌相关的腹膜癌病是一种罕见的实体,通常与大的肾脏肿块有关,并且在局部肾肿瘤手术后非常罕见。我们的目的是回顾文献并分析腹腔镜局部肾部分切除术后腹膜癌发展的相关因素。
    我们介绍了两例腹腔镜肾部分切除术后腹膜癌的经验。我们回顾了文献,并分析了腹腔镜肾细胞癌部分手术后腹膜癌发展的相关因素。
    在2005-2018年间,我们的服务中有225例患者接受了腹腔镜肾部分切除术治疗局限性肾瘤变。两名患者在随访期间发展为腹膜癌,在手术后1.5年和7年。文献中很少描述肾瘤变术后腹膜癌的病例。更经常与大的肾脏肿块相关,诊断时多发转移,预后不良。手术过程中肿瘤细胞的播散,通过血行途径直接肿瘤扩展或转移,是这种情况发展的因素之一。
    腹腔镜肾部分切除术后的腹膜癌病是非常罕见的事件。然而,应该考虑到这一点,and,因为这是我们唯一能影响的因素,我们必须在手术期间最大限度地采取预防措施,遵循肿瘤学原则。
    Peritoneal carcinomatosis associated with renal cell carcinoma is an infrequent entity, usually associated with large renal masses, and with a very rare presentation after surgery of localized renal tumors. Our objective is to review the literature and analyze the factors involved in the development of peritoneal carcinomatosis after laparoscopic partial nephrectomy in localized tumors.
    We present our experience with two cases of peritoneal carcinomatosis after laparoscopic partial nephrectomy. We reviewed the literature and analyzed the factors associated with the development of peritoneal carcinomatosis after laparoscopic partial surgery in renal cell carcinoma.
    Between 2005-2018, 225 patients underwent laparoscopic partial nephrectomy for localized renal neoplasia in our service. Two patients developed peritoneal carcinomatosis during follow-up, at 1.5 and 7 years after surgery. Few cases of postoperative peritoneal carcinomatosis for renal neoplasia have been described in the literature, being more frequently associated with large renal masses, with multiple metastases at diagnosis, with a poor prognosis. The dissemination of tumor cells during surgery, direct tumor extension or metastasis by hematogenous route, are among the factors involved in the development of this condition.
    Peritoneal carcinomatosis after laparoscopic partial nephrectomy constitutes a very rare event. However, it should be taken into consideration, and, since it is the only factor we can influence, we must maximize precautions during the surgical act, following oncological principles.
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  • 文章类型: Journal Article
    在小鼠中,在乳腺脂肪垫中原位生长的MDA-MB-231人乳腺肿瘤异种移植物和在肾脏中原位生长的同基因RENCA肾肿瘤中,证明了有希望的微管蛋白结合剂(OXi6196)的血管破坏活性。为了提高水溶性,OXi6196被衍生为其相应的磷酸前药盐OXi6197,促进有效递送。OXi6197在水中稳定,但在碱性磷酸酶存在下迅速释放OXi6196。在低纳摩尔浓度下,OXi6196引起MDA-MB-231乳腺癌细胞的G2/M细胞周期停滞和凋亡,并且快速生长的HUVEC单层的形态发生了浓度依赖性变化。微管结构的丧失和丝状肌动蛋白捆绑成应力纤维的增加,随后细胞塌陷,观察到四舍五入和起泡。OXi6196(100nM)破坏了在Matrigel®上用HUVEC预先建立的毛细血管样内皮网络。当前药OXi6197给予小鼠携带原位MDA-MB-231-luc肿瘤时,动态生物发光成像(BLI)显示剂量依赖性血管关闭,剂量≥30mg/kg时2h内信号损失80%,剂量≥35mg/kg时6h后关闭90%,24小时后至少保持70%的抑郁。每周两次使用前药OXi6197(20mg/kg)治疗导致显著的肿瘤生长延迟,但没有总体生存益处。在原位RENCA-luc肿瘤中首次观察到类似的疗效,24小时后显示大量出血和坏死。在大多数原位RENCA肿瘤中,每周两次服用前药OXi6197(35mg/kg)会导致肿瘤生长延迟。免疫组织化学显示广泛的坏死,尽管有存活的外周组织。这些结果证明在与最有效的血管破坏剂(VDA)相当的剂量下有效的血管破坏,这提示了进一步开发的机会。
    The vascular disrupting activity of a promising tubulin-binding agent (OXi6196) was demonstrated in mice in MDA-MB-231 human breast tumor xenografts growing orthotopically in mammary fat pad and syngeneic RENCA kidney tumors growing orthotopically in the kidney. To enhance water solubility, OXi6196, was derivatized as its corresponding phosphate prodrug salt OXi6197, facilitating effective delivery. OXi6197 is stable in water, but rapidly releases OXi6196 in the presence of alkaline phosphatase. At low nanomolar concentrations OXi6196 caused G2/M cell cycle arrest and apoptosis in MDA-MB-231 breast cancer cells and monolayers of rapidly growing HUVECs underwent concentration-dependent changes in their morphology. Loss of the microtubule structure and increased bundling of filamentous actin into stress fibers followed by cell collapse, rounding and blebbing was observed. OXi6196 (100 nM) disrupted capillary-like endothelial networks pre-established with HUVECs on Matrigel®. When prodrug OXi6197 was administered to mice bearing orthotopic MDA-MB-231-luc tumors, dynamic bioluminescence imaging (BLI) revealed dose-dependent vascular shutdown with >80% signal loss within 2 h at doses ≥30 mg/kg and >90% shutdown after 6 h for doses ≥35 mg/kg, which remained depressed by at least 70% after 24 h. Twice weekly treatment with prodrug OXi6197 (20 mg/kg) caused a significant tumor growth delay, but no overall survival benefit. Similar efficacy was observed for the first time in orthotopic RENCA-luc tumors, which showed massive hemorrhage and necrosis after 24 h. Twice weekly dosing with prodrug OXi6197 (35 mg/kg) caused tumor growth delay in most orthotopic RENCA tumors. Immunohistochemistry revealed extensive necrosis, though with surviving peripheral tissues. These results demonstrate effective vascular disruption at doses comparable to the most effective vascular-disrupting agents (VDAs) suggesting opportunities for further development.
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  • 文章类型: English Abstract
    The literature review provides an analysis of a rare malignant tumor of the kidney: thyroid-like follicular carcinoma of the kidney (TLFCK). In morphology, this tumor is extremely similar to thyroid follicular carcinoma, but the immunophenotype of tumor cells is different. TLFCK has an indolent clinical course, rarely metastasizes, and even the development of metastases does not mean an unfavorable prognosis for the patient. The literature review presents the features of the clinical course of the disease, macroscopic, microscopic, immunohistochemical characteristics of the tumor and typical cytogenetic breakdowns. Particular attention is paid to the issues of differential diagnosis of the tumor with other pathological processes that may microscopically resemble TLFCK.
    В представленном обзоре литературы приводится анализ редкой злокачественной опухоли почки: тиреоидоподобной фолликулярной карциномы почки (ТПФКП). По морфологии эта опухоль чрезвычайно напоминает фолликулярную карциному щитовидной железы, но при этом иммунофенотип опухолевых клеток отличается. ТПФКП имеет индолентное клиническое течение, редко метастазирует, однако даже развитие метастазов не означает неблагоприятный прогноз для пациента. В обзоре литературы приводятся особенности клинического течения заболевания, макроскопические, микроскопические, иммуногистохимические характеристики опухоли и типичные цитогенетические поломки. Особое внимание уделено вопросам дифференциальной диагностики опухоли с другими патологическими процессами, которые микроскопически могут напоминать ТПФКП.
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  • 文章类型: Journal Article
    目的:临床医生依靠影像学特征,根据经过验证的评分系统计算肾脏肿块的复杂性。这些评分方法是劳动密集型的,并且受到观察者之间的差异。医学界越来越多地使用人工智能来解决此类问题。然而,开发可靠的算法通常是耗时且昂贵的。我们创建了一个国际社区驱动的竞赛(KiTS19),以开发和确定在对比CT中自动分割肾脏和肾脏肿瘤的最佳系统并报告结果。方法:一组由受过训练的个体手动注释的CT扫描的训练和测试集是从接受肾脏手术的连续患者中生成的,可获得临床和结局数据.KiTS19挑战赛是在grand-challenge.org上与国际会议一起举办的机器学习竞赛。团队被给予3个月的时间来使用完整注释的图像训练集开发他们的算法,并发布未注释的测试集2周,从中计算所有90个测试案例中肾脏和肿瘤区域之间的平均Sørensen-Dice系数。结果:有100个基于深度神经网络的有效提交,但预处理策略存在差异,建筑细节,和培训程序。获胜团队获得0.974个肾脏骰子和0.851个肿瘤骰子,综合得分为0.912。参与团队对肾脏的自动分割与专家手动分割相比具有可比性,但在分割肿瘤时可靠性较低。结论:当数据公开发布时,肾脏病变的自动语义分割可能具有相对较高的准确性,参与受到激励。我们希望我们的发现将鼓励进一步的研究,使人工智能有可能进入医疗领域。
    Purpose: Clinicians rely on imaging features to calculate complexity of renal masses based on validated scoring systems. These scoring methods are labor-intensive and are subjected to interobserver variability. Artificial intelligence has been increasingly utilized by the medical community to solve such issues. However, developing reliable algorithms is usually time-consuming and costly. We created an international community-driven competition (KiTS19) to develop and identify the best system for automatic segmentation of kidneys and kidney tumors in contrast CT and report the results. Methods: A training and test set of CT scans that was manually annotated by trained individuals were generated from consecutive patients undergoing renal surgery for whom demographic, clinical and outcome data were available. The KiTS19 Challenge was a machine learning competition hosted on grand-challenge.org in conjunction with an international conference. Teams were given 3 months to develop their algorithm using a full-annotated training set of images and an unannotated test set was released for 2 weeks from which average Sørensen-Dice coefficient between kidney and tumor regions were calculated across all 90 test cases. Results: There were 100 valid submissions that were based on deep neural networks but there were differences in pre-processing strategies, architectural details, and training procedures. The winning team scored a 0.974 kidney Dice and a 0.851 tumor Dice resulting in 0.912 composite score. Automatic segmentation of the kidney by the participating teams performed comparably to expert manual segmentation but was less reliable when segmenting the tumor. Conclusion: Rapid advancement in automated semantic segmentation of kidney lesions is possible with relatively high accuracy when the data is released publicly, and participation is incentivized. We hope that our findings will encourage further research that would enable the potential of adopting AI into the medical field.
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  • 文章类型: Journal Article
    肿瘤相关脉管系统的选择性破坏代表了一种有吸引力的治疗方法。我们已经进行了KGP265的首次体内评估,KGP265是一种基于苯并草的微管蛋白结合剂的水溶性前药,并在三种不同的肿瘤类型中发现了有希望的血管破坏活性。小鼠原位MDA-MB-231-luc乳腺肿瘤异种移植物的剂量递增表明,较高的剂量产生更有效的血管关闭,如动态生物发光成像(BLI)所示。在同基因原位4T1-luc乳腺和RENCA-luc肾肿瘤中,动态BLI和氧增强多光谱光声断层扫描(OE-MSOT)用于比较KGP265(7.5mg/kg)给药后的血管关闭.对气体呼吸攻击的BLI信号和血管氧合反应(ΔsO2)在2小时内均显着降低,表明血管破裂,持续超过24小时。相关组织学证实坏死和出血增加。每周两次剂量的KGP265导致MDA-MB-231和4T1乳腺肿瘤的生长明显延迟,无明显全身毒性。与卡铂联合使用比单独使用卡铂产生的肿瘤生长延迟明显更大。尽管观察到明显的卡铂相关毒性(全身体重减轻)。发现KGP265在低浓度下有效,产生长期的血管关闭和肿瘤生长延迟,从而为进一步发展提供了强有力的理由,特别是在联合疗法中。
    The selective disruption of tumor-associated vasculature represents an attractive therapeutic approach. We have undertaken the first in vivo evaluation of KGP265, a water-soluble prodrug of a benzosuberene-based tubulin-binding agent, and found promising vascular-disrupting activity in three distinct tumor types. Dose escalation in orthotopic MDA-MB-231-luc breast tumor xenografts in mice indicated that higher doses produced more effective vascular shutdown, as revealed by dynamic bioluminescence imaging (BLI). In syngeneic orthotopic 4T1-luc breast and RENCA-luc kidney tumors, dynamic BLI and oxygen enhanced multispectral optoacoustic tomography (OE-MSOT) were used to compare vascular shutdown following the administration of KGP265 (7.5 mg/kg). The BLI signal and vascular oxygenation response (ΔsO2) to a gas breathing challenge were both significantly reduced within 2 h, indicating vascular disruption, which continued over 24 h. A correlative histology confirmed increased necrosis and hemorrhage. Twice-weekly doses of KGP265 caused significant growth delay in both MDA-MB-231 and 4T1 breast tumors, with no obvious systemic toxicity. A combination with carboplatin produced significantly greater tumor growth delay than carboplatin alone, though significant carboplatin-associated toxicity was observed (whole-body weight loss). KGP265 was found to be effective at low concentrations, generating long-term vascular shutdown and tumor growth delay, thus providing strong rationale for further development, particularly in combination therapies.
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