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Validation and regulation of medical neural networks. 医学神经网络的验证与调控。
Pub Date : 2001-01-01 DOI: 10.1089/10915360152745803
D. Rodvold
Using artificial neural networks (ANNs) in medical applications can be challenging because of the often-experimental nature of ANN construction and the "black box" label that is frequently attached to them. In the US, medical neural networks are regulated by the Food and Drug Administration. This article briefly discusses the documented FDA policy on neural networks and the various levels of formal acceptance that neural network development groups might pursue. To assist medical neural network developers in creating robust and verifiable software, this paper provides a development process model targeted specifically to ANNs for critical applications.
在医疗应用中使用人工神经网络(ANN)可能具有挑战性,因为ANN结构通常具有实验性质,并且经常附加在其上的“黑匣子”标签。在美国,医疗神经网络是由食品和药物管理局监管的。本文简要讨论了FDA关于神经网络的政策文件,以及神经网络开发小组可能追求的各种级别的正式接受。为了帮助医学神经网络开发人员创建鲁棒性和可验证的软件,本文提供了一个针对关键应用的人工神经网络的开发过程模型。
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引用次数: 8
Chromosome 9 and 17 aberrations and p53 gene deletion detected by fluorescence in situ hybridization in renal-cell carcinoma. 荧光原位杂交检测肾细胞癌9、17号染色体畸变及p53基因缺失。
Pub Date : 2001-01-01 DOI: 10.1089/109153601750124221
K. Yoshioka, S. Nakamura
BACKGROUND AND PURPOSE Nuclear grade and tumor stage have been reported as important prognostic factors for renal-cell carcinoma (RCC), but tumors of similar stage and grade can still exhibit wide variations in biologic behavior and clinical outcome. Fluorescence in situ hybridization (FISH) has recently been applied to RCC. This study was designed to investigate whether aberrations of some chromosomes or genes detected by FISH are related to the progression of RCC. MATERIALS AND METHODS We examined 52 patients with RCC, including 31 patients without metastasis (control group) and 21 patients with either concurrent or subsequent metastasis (metastatic group). Paraffin-embedded specimens of the primary tumors were analyzed by FISH for aberrations of chromosomes 9 and 17, as well as for p53 gene alterations. RESULTS The incidence of aberrations of chromosome 9 was higher in the metastatic group than in the control group. The p53 gene deletion rate was significantly higher in the metastatic group than in the control group. When the metastatic group was separated into concurrent and subsequent metastasis subgroups, chromosome 17 aberrations as well as p53 gene deletion were significantly more common in the subsequent metastasis group than in the control group. CONCLUSIONS Numerical aberrations of chromosome 17 as well as p53 gene deletion detected by FISH may be markers of chromosomal instability in RCC and are probably associated with an increased propensity to metastasize.
背景与目的核分级和肿瘤分期已被报道为肾细胞癌(RCC)的重要预后因素,但相似分期和分级的肿瘤在生物学行为和临床结果上仍可能表现出很大的差异。荧光原位杂交技术(FISH)最近被应用于RCC。本研究旨在探讨FISH检测到的某些染色体或基因的畸变是否与RCC的进展有关。材料与方法我们研究了52例RCC患者,其中31例无转移(对照组),21例并发或随后发生转移(转移组)。用FISH分析原发肿瘤石蜡包埋标本中9号和17号染色体的畸变以及p53基因的改变。结果转移组9号染色体畸变发生率高于对照组。转移组p53基因缺失率明显高于对照组。将转移组分为同时转移组和随后转移组,随后转移组中17号染色体畸变和p53基因缺失的发生率明显高于对照组。结论FISH检测到的17号染色体数值畸变和p53基因缺失可能是RCC染色体不稳定的标志,并可能与转移倾向增加有关。
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引用次数: 3
Immunohistochemical changes in prostate cancer after androgen deprivation therapy. 前列腺癌雄激素剥夺治疗后的免疫组织化学变化。
Pub Date : 2000-01-01
D G Bostwick

Androgen deprivation induces substantial changes in the phenotype of prostate cancer that are accompanied by alterations in protein expression. Immunohistochemical studies allow precise cellular localization of such expression, thereby providing an understanding of the biochemical alterations caused by therapy. Expression of proteins may be increased (e.g., multiple growth factors, heat shock protein), decreased (e.g., microvessel density, proliferation markers, certain integrins), or remain unchanged (e.g., prostate specific antigen, prostatic acid phosphatase, prostate-specific membrane antigen, and other secretory proteins). Variations in immunoreactivity may be of prognostic value in some patients. This report summarizes the existing literature regarding changes in tissue expression of proteins, as determined by immunohistochemistry, and the clinical implications of these changes.

雄激素剥夺引起前列腺癌表型的实质性变化,并伴有蛋白质表达的改变。免疫组织化学研究允许对这种表达进行精确的细胞定位,从而提供对治疗引起的生化改变的理解。蛋白质的表达可能增加(如多种生长因子、热休克蛋白),减少(如微血管密度、增殖标志物、某些整合素),或保持不变(如前列腺特异性抗原、前列腺酸性磷酸酶、前列腺特异性膜抗原和其他分泌蛋白)。免疫反应性的变化可能对某些患者有预后价值。本报告总结了现有的关于组织蛋白表达变化的文献,通过免疫组织化学测定,以及这些变化的临床意义。
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引用次数: 0
Difficulties in interpreting specimens after neoadjuvant hormonal therapy and radiation with illustration of neuroendocrine differentiation. 新辅助激素治疗和放射治疗后标本解释的困难与神经内分泌分化的说明。
Pub Date : 2000-01-01
F Civantos

Pattern and cellular changes attributable to neoadjuvant hormonal therapy (NHT) might cause the unwary pathologist to overgrade or fail to recognize a treated prostatic cancer. Overdiagnosis and overgrading of surgical resections and biopsies can be avoided if an appropriate history of therapy is conveyed with the surgical specimen and if the pathologist is aware of the altered morphology of prostatic cancer treated by NHT alone or NHT plus radiation. Study of three prostatectomy specimens with post-NHT predominance of neuroendocrine cells showed positive staining for prostate specific antigen (PSA) and prostatic acid phosphatase (PAP), as well as staining for chromogranin and synaptophysin in Paneth-like and small neuroendocrine cells. Difficult-to-interpret needle biopsies and transurethral resection (TUR) biopsies of prostate, where the urologic pathologist's suspicion of a radiation effect was confirmed by additional history, showed absence of the basal cell layer with 34 beta E12 keratin immunostaining in prostatic cancer glands, while basal cells were present in the nonneoplastic glands with radiation-induced atypia. Postradiation salvage prostatectomy specimens showed greater apoptosis after combined NHT and radiation than after radiation without NHT. Changes attributable to radiation and radiation plus NHT are illustrated.

新辅助激素治疗(NHT)的模式和细胞变化可能导致粗心的病理学家高估或未能识别治疗后的前列腺癌。如果手术标本中有适当的治疗史,并且病理学家知道NHT单独或NHT加放疗治疗后前列腺癌的形态学改变,则可以避免对手术切除和活检的过度诊断和高估。对3例nht后神经内分泌细胞优势的前列腺切除术标本的研究显示,前列腺特异性抗原(PSA)和前列腺酸性磷酸酶(PAP)染色阳性,paneth样细胞和小神经内分泌细胞染色嗜铬粒蛋白和突触素阳性。难以解释的前列腺穿刺活检和经尿道切除(TUR)活检显示,前列腺癌腺体中34 β E12角蛋白免疫染色缺乏基底细胞层,而非肿瘤腺体中存在基底细胞,具有辐射诱导的异型性。放疗后补救性前列腺切除术标本显示,NHT联合放疗后的细胞凋亡高于不加NHT的放疗后。说明了可归因于辐射和辐射加NHT的变化。
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引用次数: 0
Significance of the Gleason scoring system after neoadjuvant hormonal therapy. 新辅助激素治疗后Gleason评分系统的意义。
Pub Date : 2000-01-01
G Bentley, J Dey, W A Sakr, D P Wood, J E Pontes, D J Grignon

Neoadjuvant hormonal therapy (NHT) induces morphologic changes in prostate adenocarcinoma that result in the assignment of higher Gleason scores on average than in pretreatment biopsy specimens. This outcome has led to the recommendation that the Gleason scoring system not be applied to prostate adenocarcinoma specimens after NHT. We reviewed the radical prostatectomy specimens of 116 patients who had received NHT. Gleason scores were assigned on the post-treatment specimens by applying the usual criteria; in addition, an estimated pretreatment Gleason score was assigned on the basis of knowledge of the morphologic alterations associated with NHT. Finally, an estimate of the degree of therapy effect was assigned: little or no evidence of hormonal effect (grade 1) to marked therapy-related changes (grade 3). Both the post-treatment and the estimated pretreatment Gleason score correlated significantly with biochemical progression (P = 0.03 and P = 0.03, respectively; log-rank test). The degree of therapy effect did not correlate with progression (P = 0.46; log-rank test). This limited analysis suggests that despite the morphologic alterations induced by NHT, post-treatment Gleason score remains a significant prognostic measure. Further studies in more uniformly treated populations are required to confirm this observation.

新辅助激素治疗(NHT)诱导前列腺腺癌的形态学改变,导致Gleason评分平均高于预处理活检标本。这一结果导致建议Gleason评分系统不应用于NHT后的前列腺癌标本。我们回顾了116例接受NHT的根治性前列腺切除术患者的标本。应用常规标准对治疗后标本进行Gleason评分;此外,根据与NHT相关的形态学改变的知识,分配预估的预处理Gleason评分。最后,对治疗效果的程度进行估计:很少或没有激素作用(1级)的证据表明治疗相关的显著变化(3级)。治疗后和估计的预处理Gleason评分与生化进展显著相关(P = 0.03和P = 0.03分别;生存率较)。治疗效果与进展无相关性(P = 0.46;生存率较)。这一有限的分析表明,尽管NHT引起了形态学改变,治疗后Gleason评分仍然是一个重要的预后指标。要证实这一观察结果,还需要在更统一治疗的人群中进行进一步的研究。
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引用次数: 0
Urinary incontinence after treatment for localized prostate cancer. 局部前列腺癌治疗后尿失禁。
Pub Date : 2000-01-01
R J Krane

The incidence of incontinence after radical prostatectomy has ranged from 0 to 57% depending on the series and the type of incontinence considered. When total incontinence (not minimal stress incontinence) is reported, the average incidence is no more than 5%. This figure will increase with age, and in most series, approximately 10% of patients around the age of 70 will have total incontinence postoperatively. Preservation of continence after radical prostatectomy depends largely on the preservation of the distal urethral smooth-muscle sphincteric mechanism, which begins at the pelvic floor and ends at the prostatourethral junction. Newer techniques that attempt to increase postoperative continence include not cutting the puboprostatic ligaments and attempting to preserve as much striated muscle as possible along the length of the remaining urethra. Patients who are incontinent for 6 months after the surgery with no evidence of improvement will probably not become continent on their own. Therefore, some type of therapy should be considered. The options are periurethral injection of a bulking agent, implantation of an artificial sphincter, and, most recently, a bulbourethral sling procedure.

根治性前列腺切除术后尿失禁的发生率从0%到57%不等,这取决于所考虑的尿失禁的系列和类型。当完全性尿失禁(不是最小压力性尿失禁)被报道时,平均发生率不超过5%。这个数字会随着年龄的增长而增加,在大多数系列中,大约10%的70岁左右的患者术后会出现完全失禁。根治性前列腺切除术后尿失禁的保存在很大程度上取决于远端尿道平滑肌括约肌机制的保存,该机制始于骨盆底,止于前列腺尿道连接处。尝试增加术后尿失禁的新技术包括不切除耻骨前列腺韧带,并尝试保留沿剩余尿道长度尽可能多的横纹肌。术后6个月无改善迹象的失禁患者可能不会自行失禁。因此,应该考虑某种类型的治疗。可选择的方法有尿道周围注射填充剂,人工括约肌植入,以及最近的球尿道悬吊术。
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引用次数: 0
Gene therapy as translational research. 基因治疗的转化研究。
Pub Date : 2000-01-01 DOI: 10.1089/10915360050138558
S. Asano
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引用次数: 2
Adenovirus-mediated p53 gene therapy for human cancer. 腺病毒介导的p53基因治疗人类癌症。
Pub Date : 2000-01-01 DOI: 10.1089/10915360050138585
T. Fujiwara, M. Kataoka, N. Tanaka
Recent advances in molecular biology have fostered remarkable insights into the molecular basis of neoplasms. Considerable evidence has accumulated that among the mechanisms of human cancer development are overexpression of dominant oncogenes, expression of mutant oncogenes, or specific chromosomal deletions or mutations that induce inactivation of tumor-suppressor genes. This understanding of cancer pathogenesis suggests that restoration of the function of critical gene products could halt or reverse these abnormalities, thus having a therapeutic effect. The p53 tumor suppressor gene has been implicated in many inherited and sporadic forms of malignancies in humans. Preclinical experiments have demonstrated that restoration of wildtype p53 function in the cancer cell by gene transfer is sufficient to cause antitumor effects such as cell-cycle arrest and induction of apoptosis. This approach has entered clinical testing and provided intriguing information about the intratumoral administration of an adenovirus vector expressing the wildtype p53 gene in non-small-cell lung cancer. The clinical study has also provided evidence of the bystander phenomenon, which is important for potential clinical efficacy. This article reviews recent highlights in this rapidly evolving field: p53 gene therapy for human cancer.
分子生物学的最新进展促进了对肿瘤分子基础的深刻认识。大量证据表明,人类癌症发展的机制包括显性癌基因的过度表达、突变癌基因的表达或特异性染色体缺失或突变,这些缺失或突变导致肿瘤抑制基因失活。这种对癌症发病机制的理解表明,恢复关键基因产物的功能可以阻止或逆转这些异常,从而具有治疗效果。p53肿瘤抑制基因与人类许多遗传性和散发性恶性肿瘤有关。临床前实验表明,通过基因转移恢复癌细胞中野生型p53的功能足以引起细胞周期阻滞和诱导细胞凋亡等抗肿瘤作用。该方法已进入临床试验,并提供了在非小细胞肺癌中表达野生型p53基因的腺病毒载体瘤内给药的有趣信息。临床研究也提供了旁观者现象的证据,这对潜在的临床疗效有重要意义。本文回顾了这个快速发展领域的最新亮点:p53基因治疗人类癌症。
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引用次数: 17
Update on transrectal ultrasound-guided needle biopsy of the prostate. 经直肠超声引导前列腺穿刺活检的最新进展。
Pub Date : 2000-01-01
M S Cookson

Over the past decade, the sextant biopsy technique has emerged as the standard of care in the detection of prostate cancer. This technique is easy to learn and well tolerated by patients and has a major complication rate of <1%. However, limitations in cancer detection have been appreciated, particularly a false-negative rate approaching 25%. This high failure rate has led investigators to refine biopsy techniques to improve cancer detection. Intuitively, increasing the total number of cores should improve cancer detection. However, the optimal core number has yet to be defined. Confounding factors include variability of prostate size, tumor volume, and tumor location. Currently, a new standard is emerging prescribing a minimum of eight cores, of which at least three are directed at the lateral aspect of the peripheral zone. These additional biopsies appear to enhance cancer detection by about 15%. The improved yield is most pronounced among patients with a serum prostate specific antigen concentration between 4 and 10 ng/mL and larger gland volume (>50 cc). These additional biopsies may decrease the need for repeat biopsies. In the meantime, strategies are being developed for the optimal technique of repeat biopsies among patients with persistent clinical suspicion in the setting of a prior negative biopsy. Currently, recommendations include increasing the biopsy number to a minimum of 10 cores, including sampling of the lateral peripheral and transition zones.

在过去的十年中,六分仪活检技术已经成为前列腺癌检测的标准。该技术易于学习,患者耐受性良好,主要并发症发生率为50cc)。这些额外的活组织检查可能减少重复活组织检查的需要。与此同时,正在制定策略,以便在先前活检阴性的情况下,对持续存在临床怀疑的患者进行重复活检的最佳技术。目前,建议将活检次数增加到至少10芯,包括外周和过渡区取样。
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引用次数: 0
Neoadjuvant hormone therapy: the Canadian trials. 新辅助激素治疗:加拿大试验。
Pub Date : 2000-01-01
L Klotz, M Gleave, S L Goldenberg

The Canadian Urologic Oncology Group has carried out three studies of neoadjuvant hormonal therapy (NHT) in prostate cancer. The first, a study of 3 months of cyproterone acetate (CPA) 100 mg TID in patients undergoing external-beam radiation therapy, showed a benefit with respect to time to biochemical progression. There are no survival or clinical progression data available from this study. The second study involved 3 months of CPA prior to radical prostatectomy compared with radical prostatectomy alone and enrolled 200 patients. The probability of biochemical progression at 36 months was similar in the two groups (CPA 40%; surgery alone 30%; P = 0.3233). More recently, we have carried out a randomized trial of 3 v 8 months of leuprolide plus flutamide prior to radical prostatectomy in 547 patients. Patients were stratified by clinical stage, Gleason grade, and serum prostate specific antigen (PSA) concentration. In the 3- and 8-month groups, presurgery PSA concentrations were <0.1 ng/mL in 35% v 73%, and >0.3 ng/mL in 37% v 10%, respectively. In the 3- and 8-month groups, the positive margin rates were 17% and 5% and the organ-confined rates 71% and 91% (P < 0.01). One-year follow-up is now available on the entire cohort. Data regarding time to biochemical and clinical progression and overall and disease-specific survival will be required to determine whether this change in the pathologic findings translates into a patient benefit.

加拿大泌尿肿瘤学小组已经开展了前列腺癌新辅助激素治疗(NHT)的三项研究。第一项研究是在接受外束放射治疗的患者中使用醋酸环丙孕酮(CPA) 100 mg TID治疗3个月,结果显示在生化进展时间方面有益处。该研究没有生存或临床进展数据。第二项研究涉及根治性前列腺切除术前3个月的CPA与单独根治性前列腺切除术的比较,共纳入200例患者。两组在36个月时生化进展的概率相似(CPA 40%;单纯手术30%;P = 0.3233)。最近,我们在547例患者中进行了一项随机试验,在根治性前列腺切除术前分别使用3个月和8个月的莱uprolide加氟他胺。根据临床分期、Gleason分级和血清前列腺特异性抗原(PSA)浓度对患者进行分层。在3个月和8个月组中,手术前PSA浓度分别为0.3 ng/mL (37% vs 10%)。3个月和8个月组阳性切缘率分别为17%和5%,器官受限率分别为71%和91% (P < 0.01)。现在可以对整个队列进行为期一年的随访。需要有关生化和临床进展时间以及总体和疾病特异性生存期的数据来确定病理发现的这种变化是否转化为患者获益。
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引用次数: 0
期刊
Molecular urology
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