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Exosome-derived ANXA9 functions as an oncogene in breast cancer 外泌体衍生的ANXA9在乳腺癌中起致癌基因的作用
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-06-09 DOI: 10.1002/cjp2.334
Cuiping Lu, Ying Zhan, Yunshan Jiang, Jianrong Liao, Zidan Qiu

Breast cancer (BCA) is one of the most prevalent cancers among women. Emerging evidence has revealed that Annexin A-9 (ANXA9) plays a crucial function in the development of some cancers. Notably, ANXA9 has been reported to be a new prognostic biomarker for gastric and colorectal cancers. However, its expression and biological function in BCA have not yet been investigated. Using online bioinformatics tools such as TIMER, GEPIA, HPA, and UALCAN, we predicted ANXA9 expression and its correlation with the clinicopathological characteristics of BCA patients. RT-qPCR and western blot were utilized to measure ANXA9 mRNA and ANXA9 protein expression in BCA patient tissues and cells. BCA-derived exosomes were identified by transmission electron microscopy. Functional assays were employed to evaluate the biological role of ANXA9 in BCA cell proliferation, migration, invasion, and apoptosis. A tumor xenograft in vivo model was utilized to assess the role of ANXA9 in tumor growth in mice. Bioinformatics and functional screening analysis revealed that ANXA9 was highly expressed in BCA patient tissues, with median ANXA9 expression 1.5- to 2-fold higher than in normal tissues (p < 0.05). RT-qPCR confirmed that ANXA9 expression in BCA tissues was around 1.5-fold higher than the adjacent normal tissues (p < 0.001). ANXA9 expression in different subtypes of BCA also showed a difference, and ANXA9 was found to be mostly significantly upregulated in luminal BCA relative to normal tissues or other histological subtypes (p < 0.001). Moreover, ANXA9 expression was elevated in different races, ages, clinical stages, node metastasis status, and menopause status groups relative to the normal group (p < 0.001). Furthermore, ANXA9 was found to be secreted by BCA tissue-derived exosomes and its expression was upregulated 1- to 7-fold in BCA cells treated with exosomes (p < 0.001), while its expression in MCF10A cells was not significantly altered by treatment with exosomes (p > 0.05). ANXA9 silencing induced a significant decrease of around 30% in the colony number of BCA cells (p < 0.01). The number of migrated and invaded BCA cells also decreased by around 65 and 68%, respectively, after silencing ANXA9 (p < 0.01). Tumor size was significantly reduced (nearly half) in the LV-sh-ANXA9 group relative to the LV-NC group in the xenograft model (p < 0.01), suggesting that ANXA9 silencing repressed tumor progression in BCA progression in vitro and in vivo. In conclusion, exosome-derived ANXA9 functions as an oncogene that facilitates the proliferation, migration, and invasiveness of BCA cells and enhances tumor growth in BCA development, which may provide a new prognostic and therapeutic biomarker for BCA patients.

癌症(BCA)是女性中最常见的癌症之一。新出现的证据表明,膜联蛋白A-9(ANXA9)在某些癌症的发展中起着至关重要的作用。值得注意的是,ANXA9已被报道为胃癌和结直肠癌的一种新的预后生物标志物。然而,它在BCA中的表达和生物学功能尚未得到研究。使用TIMER、GEPIA、HPA和UALCAN等在线生物信息学工具,我们预测了ANXA9的表达及其与BCA患者临床病理特征的相关性。采用RT-qPCR和蛋白质印迹法检测BCA患者组织和细胞中ANXA9mRNA和ANXA9蛋白的表达。通过透射电子显微镜鉴定BCA衍生的外泌体。采用功能测定法评估ANXA9在BCA细胞增殖、迁移、侵袭和凋亡中的生物学作用。利用体内肿瘤异种移植物模型来评估ANXA9在小鼠肿瘤生长中的作用。生物信息学和功能筛选分析显示ANXA9在BCA患者组织中高度表达,ANXA9的中值表达是正常组织的1.5至2倍(p <; 0.05)。RT-qPCR证实ANXA9在BCA组织中的表达比邻近的正常组织高约1.5倍(p <; 0.001)。ANXA9在BCA的不同亚型中的表达也显示出差异,并且发现ANXA9相对于正常组织或其他组织学亚型在管腔BCA中大多显著上调(p <; 此外,与正常组相比,不同种族、年龄、临床分期、淋巴结转移状态和更年期状态组的ANXA9表达均升高(p <; 0.001)。此外,发现ANXA9由BCA组织衍生的外泌体分泌,并且在用外泌体处理的BCA细胞中其表达上调1至7倍(p <; 0.001),而其在MCF10A细胞中的表达通过外泌体处理没有显著改变(p >; 0.05)。ANXA9沉默诱导BCA细胞集落数量显著减少约30%(p <; 0.01)。在沉默ANXA9后,迁移和侵袭的BCA细胞的数量也分别减少了约65%和68%(p <; 0.01)。与异种移植物模型中的LV-NC组相比,LV-sh-ANXA9组的肿瘤大小显著减小(几乎一半)(p <; 0.01),表明ANXA9沉默抑制了体外和体内BCA进展中的肿瘤进展。总之,外泌体衍生的ANXA9作为一种致癌基因发挥作用,促进BCA细胞的增殖、迁移和侵袭,并在BCA发展过程中增强肿瘤生长,这可能为BCA患者提供一种新的预后和治疗生物标志物。
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引用次数: 1
Post-operative mortality and recurrence patterns in pancreatic cancer according to KRAS mutation and CDKN2A, p53, and SMAD4 expression 胰腺癌术后死亡率和复发模式与KRAS突变和CDKN2A、p53和SMAD4表达的关系
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-06-08 DOI: 10.1002/cjp2.323
Yohei Masugi, Manabu Takamatsu, Mariko Tanaka, Kensuke Hara, Yosuke Inoue, Tsuyoshi Hamada, Tatsunori Suzuki, Junichi Arita, Yuki Hirose, Yoshikuni Kawaguchi, Yousuke Nakai, Atsushi Oba, Naoki Sasahira, Gaku Shimane, Tsuyoshi Takeda, Keisuke Tateishi, Sho Uemura, Mitsuhiro Fujishiro, Kiyoshi Hasegawa, Minoru Kitago, Yu Takahashi, Tetsuo Ushiku, Kengo Takeuchi, Michiie Sakamoto, for the GTK Pancreatic Cancer Study Group in Japan

Alterations in KRAS, CDKN2A (p16), TP53, and SMAD4 genes have been major drivers of pancreatic carcinogenesis. The clinical course of patients with pancreatic cancer in relation to these driver alterations has not been fully characterised in large populations. We hypothesised that pancreatic carcinomas with different combinations of KRAS mutation and aberrant expression of CDKN2A, p53, and SMAD4 might show distinctive recurrence patterns and post-operative survival outcomes. To test this hypothesis, we utilised a multi-institutional cohort of 1,146 resected pancreatic carcinomas and assessed KRAS mutations by droplet digital polymerase chain reaction and CDKN2A, p53, and SMAD4 expression by immunohistochemistry. Multivariable hazard ratios (HRs) and 95% confidence intervals (CIs) for disease-free survival (DFS) and overall survival (OS) were computed according to each molecular alteration and the number of altered genes using the Cox regression models. Multivariable competing risks regression analyses were conducted to assess the associations of the number of altered genes with specific patterns of recurrence. Loss of SMAD4 expression was associated with short DFS (multivariable HR, 1.24; 95% CI, 1.09–1.43) and OS times (multivariable HR, 1.27; 95% CI, 1.10–1.46). Compared to cases with 0–2 altered genes, cases with three and four altered genes had multivariable HRs for OS of 1.28 (95% CI, 1.09–1.51) and 1.47 (95% CI, 1.22–1.78), respectively (ptrend < 0.001). Patients with an increasing number of altered genes were more likely to have short DFS time (ptrend = 0.003) and to develop liver metastasis (ptrend = 0.006) rather than recurrence at local or other distant sites. In conclusion, loss of SMAD4 expression and an increasing number of altered genes were associated with unfavourable outcomes in pancreatic cancer patients. This study suggests that the accumulation of the four major driver alterations can confer a high metastatic potential to the liver, thereby impairing post-operative survival among patients with pancreatic cancer.

KRAS、CDKN2A (p16)、TP53和SMAD4基因的改变是胰腺癌发生的主要驱动因素。胰腺癌患者的临床病程与这些驱动改变的关系尚未在大量人群中得到充分表征。我们假设不同KRAS突变组合和CDKN2A、p53和SMAD4异常表达的胰腺癌可能表现出不同的复发模式和术后生存结果。为了验证这一假设,我们利用了1146例切除胰腺癌的多机构队列,并通过液滴数字聚合酶链反应评估KRAS突变,通过免疫组织化学评估CDKN2A、p53和SMAD4的表达。使用Cox回归模型,根据每个分子改变和改变基因的数量计算无病生存(DFS)和总生存(OS)的多变量风险比(hr)和95%置信区间(CIs)。进行了多变量竞争风险回归分析,以评估改变基因数量与特定复发模式的关联。SMAD4表达缺失与短DFS相关(多变量HR, 1.24;95% CI, 1.09-1.43)和OS时间(多变量HR, 1.27;95% ci, 1.10-1.46)。与0-2个基因改变的病例相比,3个和4个基因改变的病例的OS多变量hr分别为1.28 (95% CI, 1.09-1.51)和1.47 (95% CI, 1.22-1.78) (ptrend < 0.001)。改变基因数量增加的患者更有可能有较短的DFS时间(ptrend = 0.003)和发生肝转移(ptrend = 0.006),而不是在局部或其他远处部位复发。总之,SMAD4表达的缺失和改变基因数量的增加与胰腺癌患者的不良预后相关。这项研究表明,这四种主要驱动改变的积累可以赋予肝脏高转移潜力,从而损害胰腺癌患者的术后生存。
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引用次数: 0
Dual epigenetic changes in diabetes mellitus-associated pancreatic ductal adenocarcinoma correlate with downregulation of E-cadherin and worsened prognosis 糖尿病相关胰腺导管腺癌的双表观遗传改变与e -钙粘蛋白下调和预后恶化相关
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-05-28 DOI: 10.1002/cjp2.326
Yutaro Hara, Hiroki Mizukami, Keisuke Yamazaki, Takahiro Yamada, Akiko Igawa, Yuki Takeuchi, Takanori Sasaki, Hanae Kushibiki, Kotaro Murakami, Kazuhiro Kudoh, Keinosuke Ishido, Kenichi Hakamada

Diabetes mellitus (DM) is a risk factor for pancreatic ductal adenocarcinoma (PDAC) that promotes the promoter methylation of CDH1. It is still unclear whether DM can exert other epigenetic effects, such as altering microRNA (miR) expression, in PDAC. The expression of miR-100-5p is known to be changed in DM patients and can suppress the expression of E-cadherin. In this study, the correlation between DM status and dual epigenetic changes was evaluated in PDAC specimens from patients who underwent radical surgical resection. A total of 132 consecutive patients with PDAC were clinicopathologically evaluated. E-cadherin and nuclear β-catenin expression was measured using immunohistochemistry. DNA and miRs were extracted from the main tumor site on formalin-fixed paraffin-embedded tissue sections. TaqMan miR assays were applied to assess miR-100-5p expression. Bisulfite modification was conducted on the extracted DNA, which was then subjected to methylation-specific polymerase chain reaction. Immunohistochemistry revealed that decreased E-cadherin expression and increased nuclear β-catenin expression were significantly associated with DM and poor tumor cell differentiation. The presence of long-duration DM (≥3 years)  was a significant factor contributing to CDH1 promoter methylation (p < 0.01), while miR-100-5p expression was proportionally correlated with the preoperative HbA1c level (R = 0.34, p < 0.01), but not the duration of DM. The subjects with high miR-100-5p expression and CDH1 promoter methylation showed the highest level of vessel invasion and prevalence of tumor size ≥30 mm. PDAC subjects with dual epigenetic changes showed poorer overall survival (OS) than those with a single epigenetic change. miR-100-5p expression ≥4.13 and CDH1 promoter methylation independently predicted poor OS and disease-free survival (DFS) in the multivariate analysis. OS and DFS worsened in DM subjects with both HbA1c ≥ 6.5% and DM duration ≥3 years. Thus, DM is associated with two modes of epigenetic change by independent mechanisms and worsens prognosis.

糖尿病(DM)是胰腺导管腺癌(PDAC)的危险因素,可促进CDH1启动子甲基化。目前尚不清楚DM是否可以在PDAC中发挥其他表观遗传作用,例如改变microRNA (miR)的表达。已知miR-100-5p在DM患者中表达改变,可抑制E-cadherin的表达。在本研究中,对接受根治性手术切除的患者的PDAC标本中DM状态与双表观遗传改变的相关性进行了评估。对132例PDAC患者进行临床病理评估。免疫组化法检测E-cadherin和细胞核β-catenin的表达。在福尔马林固定石蜡包埋组织切片上提取肿瘤主要部位的DNA和mir。应用TaqMan miR检测检测miR-100-5p的表达。对提取的DNA进行亚硫酸氢盐修饰,然后进行甲基化特异性聚合酶链反应。免疫组化显示,E-cadherin表达降低和细胞核β-catenin表达升高与DM和肿瘤细胞分化不良有显著相关性。长期DM(≥3年)的存在是CDH1启动子甲基化的重要因素(p <miR-100-5p表达与术前HbA1c水平成比例相关(R = 0.34, p < 0.01),但与DM持续时间无关。miR-100-5p高表达和CDH1启动子甲基化的受试者血管侵犯水平最高,肿瘤大小≥30 mm的患病率最高。具有双重表观遗传改变的PDAC受试者的总生存率(OS)低于具有单一表观遗传改变的PDAC受试者。在多变量分析中,miR-100-5p表达≥4.13和CDH1启动子甲基化独立预测不良OS和无病生存期(DFS)。当糖化血红蛋白≥6.5%、糖尿病病程≥3年时,糖尿病患者的OS和DFS均恶化。因此,糖尿病通过独立的机制与两种模式的表观遗传改变相关,并使预后恶化。
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引用次数: 1
KLF2 inhibits colorectal cancer progression and metastasis by inducing ferroptosis via the PI3K/AKT signaling pathway KLF2通过PI3K/AKT信号通路诱导铁下垂,抑制结直肠癌的进展和转移
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-05-06 DOI: 10.1002/cjp2.325
Jia Li, Ji Ling Jiang, Yi Mei Chen, Wei Qi Lu

Krüppel-like factor 2 (KLF2) belongs to the zinc finger family and is thought to be a tumor suppressor gene due to its low expression in various cancer types. However, its functional role and molecular pathway involvement in colorectal cancer (CRC) are not well defined. Herein, we investigated the potential mechanism of KLF2 in CRC cell invasion, migration, and epithelial–mesenchymal transition (EMT). We utilized the TCGA and GEPIA databases to analyze the expression of KLF2 in CRC patients and its correlation with different CRC stages and CRC prognosis. RT-PCR, western blot, and immunohistochemistry assays were used to measure KLF2 expression. Gain-of-function assays were performed to evaluate the role of KLF2 in CRC progression. Moreover, mechanistic experiments were conducted to investigate the molecular mechanism and involved signaling pathways regulated by KLF2. Additionally, we also conducted a xenograft tumor assay to evaluate the role of KLF2 in tumorigenesis. KLF2 expression was low in CRC patient tissues and cell lines, and low expression of KLF2 was associated with poor CRC prognosis. Remarkably, overexpressing KLF2 significantly inhibited the invasion, migration, and EMT capabilities of CRC cells, and tumor growth in xenografts. Mechanistically, KLF2 overexpression induced ferroptosis in CRC cells by regulating glutathione peroxidase 4 expression. Moreover, this KLF2-dependent ferroptosis in CRC cells was mediated by inhibiting the PI3K/AKT signaling pathway that resulted in the suppression of invasion, migration, and EMT of CRC cells. We report for the first time that KLF2 acts as a tumor suppressor in CRC by inducing ferroptosis via inhibiting the PI3K/AKT signaling pathway, thus providing a new direction for CRC prognosis assessment and targeted therapy.

kr ppel样因子2 (KLF2)属于锌指家族,由于其在各种癌症类型中的低表达而被认为是一种肿瘤抑制基因。然而,其在结直肠癌(CRC)中的功能作用和参与的分子途径尚未明确。在此,我们研究了KLF2在结直肠癌细胞侵袭、迁移和上皮-间质转化(EMT)中的潜在机制。我们利用TCGA和GEPIA数据库分析了KLF2在结直肠癌患者中的表达及其与结直肠癌不同分期和预后的相关性。RT-PCR、western blot和免疫组化检测KLF2表达。通过功能增益分析来评估KLF2在结直肠癌进展中的作用。此外,通过机制实验探讨了KLF2调控的分子机制和相关信号通路。此外,我们还进行了一项异种移植肿瘤试验,以评估KLF2在肿瘤发生中的作用。KLF2在结直肠癌患者组织和细胞系中低表达,低表达与结直肠癌预后不良相关。值得注意的是,过表达KLF2显著抑制CRC细胞的侵袭、迁移和EMT能力,以及异种移植物中的肿瘤生长。机制上,KLF2过表达通过调节谷胱甘肽过氧化物酶4的表达诱导结直肠癌细胞铁凋亡。此外,这种依赖klf2的CRC细胞铁凋亡是通过抑制PI3K/AKT信号通路介导的,从而抑制CRC细胞的侵袭、迁移和EMT。我们首次报道了KLF2在CRC中发挥抑瘤作用,通过抑制PI3K/AKT信号通路诱导铁凋亡,从而为CRC预后评估和靶向治疗提供了新的方向。
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引用次数: 3
NTRK gene aberrations in triple-negative breast cancer: detection challenges using IHC, FISH, RT-PCR, and NGS 三阴性乳腺癌中NTRK基因畸变:IHC、FISH、RT-PCR和NGS检测的挑战
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-05-04 DOI: 10.1002/cjp2.324
Federica Zito Marino, Simona Buono, Marco Montella, Rosa Giannatiempo, Francesco Messina, Giovanni Casaretta, Grazia Arpino, Giulia Vita, Francesco Fiorentino, Luigi Insabato, Alessandro Sgambato, Michele Orditura, Renato Franco, Marina Accardo

Triple-negative breast cancer (TNBC) is usually an aggressive disease with a poor prognosis and limited treatment options. The neurotrophic tyrosine receptor kinase (NTRK) gene fusions are cancer type-agnostic emerging biomarkers approved by the Food and Drug Administration (FDA), USA, for the selection of patients for targeted therapy. The main aim of our study was to investigate the frequency of NTRK aberrations, i.e. fusions, gene copy number gain, and amplification, in a series of TNBC using different methods. A total of 83 TNBCs were analyzed using pan-TRK immunohistochemistry (IHC), fluorescence in situ hybridization (FISH), real-time polymerase chain reaction (RT-PCR), and RNA-based next-generation sequencing (NGS). Of 83 cases, 16 showed pan-TRK positivity although no cases had NTRK-fusions. Indeed, FISH showed four cases carrying an atypical NTRK1 pattern consisting of one fusion signal and one/more single green signals, but all cases were negative for fusion by NGS and RT-PCR testing. In addition, FISH analysis showed six cases with NTRK1 amplification, one case with NTRK2 copy number gain, and five cases with NTRK3 copy number gain, all negative for pan-TRK IHC. Our data demonstrate that IHC has a high false-positive rate for the detection of fusions and molecular testing is mandatory; there is no need to perform additional molecular tests in cases negativity for NTRK by IHC. In conclusion, the NTRK genes are not involved in fusions in TNBC, but both copy number gain and amplification are frequent events, suggesting a possible predictive role for other NTRK aberrations.

癌症三阴性(TNBC)通常是一种侵袭性疾病,预后不良,治疗选择有限。神经营养酪氨酸受体激酶(NTRK)基因融合是癌症类型不可知的新兴生物标志物,经美国食品药品监督管理局(FDA)批准,用于选择患者进行靶向治疗。我们研究的主要目的是使用不同的方法研究一系列TNBC中NTRK畸变的频率,即融合、基因拷贝数增益和扩增。使用泛TRK免疫组织化学(IHC)、荧光原位杂交(FISH)、实时聚合酶链式反应(RT-PCR)和基于RNA的下一代测序(NGS)分析了总共83个TNBC。在83例病例中,16例显示出泛TRK阳性,尽管没有病例出现NTRK融合。事实上,FISH显示四个病例携带非典型NTRK1模式,该模式由一个融合信号和一个/多个单一绿色信号组成,但所有病例通过NGS和RT-PCR检测的融合均为阴性。此外,FISH分析显示6例NTRK1扩增,1例NTRK2拷贝数增加,5例NTRK3拷贝数增加。我们的数据表明,IHC在融合检测中有很高的假阳性率,分子检测是强制性的;在IHC对NTRK呈阴性的情况下,不需要进行额外的分子测试。总之,NTRK基因不参与TNBC中的融合,但拷贝数增加和扩增都是经常发生的事件,这表明其他NTRK畸变可能具有预测作用。
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引用次数: 1
Defining triple-negative breast cancer with neuroendocrine differentiation (TNBC-NED) 用神经内分泌分化(TNBC-NED)定义三阴性乳腺癌
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-04-20 DOI: 10.1002/cjp2.318
Sean M Hacking, Evgeny Yakirevich, Yihong Wang

Primary breast neuroendocrine (NE) neoplasms are uncommon, and definitions harbor controversy. We retrospectively collected 73 triple-negative breast cancers (TNBC) and evaluated NE biomarker expression along with p53 aberrant staining (which correlates with TP53 gene mutation) and Rb protein loss by immunohistochemistry. In the study cohort, we found 11 (15%) cases of TNBC with neuroendocrine differentiation (TNBC-NED) showing positivity for one or more NE markers (synaptophysin/chromogranin/insulinoma-associated protein 1 [INSM1]). We also identified one separate small cell neuroendocrine carcinoma. Histologic types for these 11 TNBC-NED cases were as follows: 8 invasive ductal carcinoma (IDC) not otherwise specified (NOS), 2 IDC with apocrine features, 1 IDC with solid papillary features. INSM1 had the highest positivity and was seen in all 11 carcinomas. Seven (64%) cases showed p53 aberrant staining, 6 (55%) had Rb protein loss, while 6 (55%) had p53/Rb co-aberrant staining/protein loss. TNBC-NED was associated with Rb protein loss (p < 0.001), as well as p53/Rb co-aberrant staining/protein loss (p < 0.001). In 61 cases negative for NE markers, 37 (61%) showed p53 aberrant staining, while 5 (8%) had Rb protein loss. We also analyzed genomic and transcriptomic data from The Cancer Genome Atlas (TCGA) PanCancer Atlas of 171 basal/TNBC patients. Transcriptomic analysis revealed mRNA expression of RB1 to be correlated negatively with SYN1 mRNA expression (p = 0.0400) and INSM1 mRNA expression (p = 0.0106) in this cohort. We would like to highlight the importance of these findings. TNBC-NED is currently diagnosed as TNBC, and although it overlaps morphologically with TNBC without NED, the unique p53/Rb signature highlights a genetic overlap with NE carcinomas of the breast.

原发性乳腺神经内分泌(NE)肿瘤并不常见,其定义也存在争议。我们回顾性收集了73例三阴性乳腺癌(TNBC),并通过免疫组织化学方法评估NE生物标志物表达、p53异常染色(与TP53基因突变相关)和Rb蛋白丢失。在研究队列中,我们发现11例(15%)伴有神经内分泌分化(TNBC- ned)的TNBC患者一种或多种NE标记物(突触素/嗜铬粒蛋白/胰岛素瘤相关蛋白1 [INSM1])呈阳性。我们还发现了一个单独的小细胞神经内分泌癌。这11例TNBC-NED的组织学类型如下:8例浸润性导管癌(invasive ductal carcinoma, IDC)无特异性(NOS), 2例具有大汗腺特征,1例具有实性乳头状特征。INSM1阳性最高,在所有11种癌中均可见。p53异常染色7例(64%),Rb蛋白缺失6例(55%),p53/Rb共异常染色/蛋白缺失6例(55%)。TNBC-NED与Rb蛋白丢失(p < 0.001)以及p53/Rb共异常染色/蛋白丢失(p < 0.001)相关。在61例NE标记物阴性的病例中,37例(61%)出现p53异常染色,5例(8%)出现Rb蛋白丢失。我们还分析了171名基础/TNBC患者的癌症基因组图谱(TCGA)胰腺癌图谱的基因组和转录组数据。转录组学分析显示,RB1 mRNA表达与该队列中SYN1 mRNA表达(p = 0.0400)和INSM1 mRNA表达(p = 0.0106)呈负相关。我们要强调这些发现的重要性。TNBC-NED目前被诊断为TNBC,尽管它在形态学上与没有NED的TNBC重叠,但独特的p53/Rb特征突出了与乳腺NE癌的遗传重叠。
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引用次数: 1
Cell-by-cell quantification of the androgen receptor in benign and malignant prostate leads to a better understanding of changes linked to cancer initiation and progression 良性和恶性前列腺中雄激素受体的逐细胞定量可以更好地理解与癌症发生和进展相关的变化
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-04-18 DOI: 10.1002/cjp2.319
Seta Derderian, Tarik Benidir, Eleonora Scarlata, Turki Altaylouni, Lucie Hamel, Fatima Zahra Zouanat, Fadi Brimo, Armen Aprikian, Simone Chevalier

The androgen receptor (AR) plays a crucial role in the development and homeostasis of the prostate and is a key therapeutic target in prostate cancer (PCa). The gold standard therapy for advanced PCa is androgen deprivation therapy (ADT), which targets androgen production and AR signaling. However, resistance to ADT develops via AR-dependent and AR-independent mechanisms. As reports on AR expression patterns in PCa have been conflicting, we performed cell-by-cell AR quantification by immunohistochemistry in the benign and malignant prostate to monitor changes with disease development, progression, and hormonal treatment. Prostates from radical prostatectomy (RP) cases, both hormone-naïve and hormone-treated, prostate tissues from patients on palliative ADT, and bone metastases were included. In the normal prostate, AR is expressed in >99% of luminal cells, 51% of basal cells, and 61% of fibroblasts. An increase in the percentage of AR negative (%AR−) cancer cells along with a gradual loss of fibroblastic AR were observed with increasing Gleason grade and hormonal treatment. This was accompanied by a parallel increase in staining intensity of AR positive (AR+) cells under ADT. Staining AR with N- and C-terminal antibodies yielded similar results. The combination of %AR− cancer cells, %AR− fibroblasts, and AR intensity score led to the definition of an AR index, which was predictive of biochemical recurrence in the RP cohort and further stratified patients of intermediate risk. Lastly, androgen receptor variant 7 (ARV7)+ cells and AR− cells expressing neuroendocrine and stem markers were interspersed among a majority of AR+ cells in ADT cases. Altogether, the comprehensive quantification of AR expression in the prostate reveals concomitant changes in tumor cell subtypes and fibroblasts, emphasizing the significance of AR− cells with disease progression and palliative ADT.

雄激素受体(AR)在前列腺的发育和体内平衡中起着至关重要的作用,是前列腺癌(PCa)的关键治疗靶点。晚期前列腺癌的金标准疗法是雄激素剥夺疗法(ADT),其目标是雄激素产生和AR信号传导。然而,对ADT的抗性通过ar依赖性和ar非依赖性机制产生。由于前列腺癌中AR表达模式的报道一直存在矛盾,我们通过免疫组织化学对良性和恶性前列腺细胞进行了AR量化,以监测疾病发展、进展和激素治疗的变化。包括根治性前列腺切除术(RP)患者的前列腺组织,hormone-naïve和激素治疗,姑息性ADT患者的前列腺组织,以及骨转移。在正常前列腺中,AR在99%的管腔细胞、51%的基底细胞和61%的成纤维细胞中表达。随着Gleason分级和激素治疗的增加,观察到AR阴性(%AR -)癌细胞的百分比增加,同时纤维母细胞AR逐渐消失。这与ADT作用下AR阳性(AR+)细胞的染色强度平行增加。用N端和c端抗体染色AR也得到类似的结果。结合%AR -癌细胞、%AR -成纤维细胞和AR强度评分,定义了AR指数,该指数可预测RP队列的生化复发,并进一步分层中危患者。最后,在ADT病例中,表达神经内分泌和干细胞标志物的雄激素受体变异7 (ARV7)+细胞和AR -细胞散布在大多数AR+细胞中。总之,前列腺中AR表达的全面量化揭示了肿瘤细胞亚型和成纤维细胞的伴随变化,强调了AR−细胞在疾病进展和姑息性ADT中的重要性。
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引用次数: 0
Explainability and causability in digital pathology 数字病理学的可解释性和因果性
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-04-12 DOI: 10.1002/cjp2.322
Markus Plass, Michaela Kargl, Tim-Rasmus Kiehl, Peter Regitnig, Christian Geißler, Theodore Evans, Norman Zerbe, Rita Carvalho, Andreas Holzinger, Heimo Müller

The current move towards digital pathology enables pathologists to use artificial intelligence (AI)-based computer programmes for the advanced analysis of whole slide images. However, currently, the best-performing AI algorithms for image analysis are deemed black boxes since it remains – even to their developers – often unclear why the algorithm delivered a particular result. Especially in medicine, a better understanding of algorithmic decisions is essential to avoid mistakes and adverse effects on patients. This review article aims to provide medical experts with insights on the issue of explainability in digital pathology. A short introduction to the relevant underlying core concepts of machine learning shall nurture the reader's understanding of why explainability is a specific issue in this field. Addressing this issue of explainability, the rapidly evolving research field of explainable AI (XAI) has developed many techniques and methods to make black-box machine-learning systems more transparent. These XAI methods are a first step towards making black-box AI systems understandable by humans. However, we argue that an explanation interface must complement these explainable models to make their results useful to human stakeholders and achieve a high level of causability, i.e. a high level of causal understanding by the user. This is especially relevant in the medical field since explainability and causability play a crucial role also for compliance with regulatory requirements. We conclude by promoting the need for novel user interfaces for AI applications in pathology, which enable contextual understanding and allow the medical expert to ask interactive ‘what-if’-questions. In pathology, such user interfaces will not only be important to achieve a high level of causability. They will also be crucial for keeping the human-in-the-loop and bringing medical experts' experience and conceptual knowledge to AI processes.

目前数字病理学的发展使病理学家能够使用基于人工智能(AI)的计算机程序对整个幻灯片图像进行高级分析。然而,目前,用于图像分析的表现最好的人工智能算法被认为是黑盒子,因为它仍然——甚至对它们的开发人员来说——通常不清楚为什么算法会产生特定的结果。特别是在医学领域,更好地理解算法决策对于避免错误和对患者的不利影响至关重要。这篇综述文章旨在为医学专家提供关于数字病理学可解释性问题的见解。对机器学习相关核心概念的简短介绍将有助于读者理解为什么可解释性是该领域的一个特定问题。为了解决这个可解释性问题,快速发展的可解释人工智能(XAI)研究领域开发了许多技术和方法,使黑箱机器学习系统更加透明。这些XAI方法是使黑盒AI系统被人类理解的第一步。然而,我们认为解释界面必须补充这些可解释模型,使其结果对人类利益相关者有用,并实现高水平的因果关系,即用户对因果关系的高水平理解。这在医疗领域尤其重要,因为可解释性和因果性对于遵守监管要求也起着至关重要的作用。最后,我们提出了人工智能在病理学中的应用需要新颖的用户界面,这可以使上下文理解,并允许医学专家提出交互式的“假设”问题。在病理学中,这样的用户界面不仅对实现高水平的因果关系很重要。它们对于保持人类的参与以及将医学专家的经验和概念知识引入人工智能过程也至关重要。
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引用次数: 4
Altered cytoplasmic and nuclear ADP-ribosylation levels analyzed with an improved ADP-ribose binder are a prognostic factor in renal cell carcinoma 用改进的adp -核糖结合物分析细胞质和细胞核adp -核糖基化水平的改变是肾细胞癌的预后因素
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-03-31 DOI: 10.1002/cjp2.320
Peter Schraml, Fabio Aimi, Martin Zoche, Domingo Aguilera-Garcia, Fabian Arnold, Holger Moch, Michael O Hottiger

ADP-ribosylation (ADPR) of proteins is catalyzed by ADP-ribosyltransferases, which are targeted by inhibitors (i.e. poly(ADP-ribose) polymerase inhibitors [PARPi]). Although renal cell carcinoma (RCC) cells are sensitive in vitro to PARPi, studies on the association between ADPR levels and somatic loss of function mutations in DNA damage repair genes are currently missing. Here we observed, in two clear cell RCC (ccRCC) patient cohorts (n = 257 and n = 241) stained with an engineered ADP-ribose binding macrodomain (eAf1521), that decreased cytoplasmic ADPR (cyADPR) levels significantly correlated with late tumor stage, high-ISUP (the International Society of Urological Pathology) grade, presence of necrosis, dense lymphocyte infiltration, and worse patient survival (p < 0.01 each). cyADPR proved to be an independent prognostic factor (p = 0.001). Comparably, absence of nuclear ADPR staining in ccRCC correlated with absence of PARP1 staining (p < 0.01) and worse patient outcome (p < 0.05). In papillary RCC the absence of cyADPR was also significantly associated with tumor progression and worse patient outcome (p < 0.05 each). To interrogate whether the ADPR status could be associated with genetic alterations in DNA repair, chromatin remodeling, and histone modulation, we performed DNA sequence analysis and identified a significant association of increased ARID1A mutations in ccRCCcyADPR+++/PARP1+ compared with ccRCCcyADPR−/PARP1− (31% versus 4%; p < 0.05). Collectively, our data suggest the prognostic value of nuclear and cytoplasmic ADPR levels in RCC that might be further influenced by genetic alterations.

蛋白质的adp -核糖基化(ADPR)是由adp -核糖基转移酶催化的,而这些转移酶是抑制剂(即聚(adp -核糖)聚合酶抑制剂[PARPi])的靶标。尽管肾细胞癌(RCC)细胞在体外对PARPi敏感,但目前缺乏关于ADPR水平与DNA损伤修复基因的体细胞功能缺失突变之间关系的研究。我们观察到,在两个透明细胞RCC (ccRCC)患者队列(n = 257和n = 241)中,用工程化adp -核糖结合大结构域(eAf1521)染色,胞质ADPR (cyADPR)水平的降低与肿瘤晚期、高isup(国际泌尿病理学学会)分级、坏死的存在、密集淋巴细胞浸润和较差的患者生存率显著相关(p < 0.01)。cyADPR被证明是一个独立的预后因素(p = 0.001)。相比之下,ccRCC中细胞核ADPR染色缺失与PARP1染色缺失相关(p < 0.01),患者预后更差(p < 0.05)。在乳头状RCC中,cyADPR缺失也与肿瘤进展和较差的患者预后显著相关(p < 0.05)。为了探究ADPR状态是否与DNA修复、染色质重塑和组蛋白调节中的遗传改变有关,我们进行了DNA序列分析,并发现与ccRCCcyADPR++ /PARP1+相比,ccRCCcyADPR - /PARP1 -中ARID1A突变增加的显著关联(31%对4%;p < 0.05)。总的来说,我们的数据表明,核和细胞质ADPR水平在RCC中的预后价值可能进一步受到遗传改变的影响。
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引用次数: 0
KRAS mutations and endometriosis burden of disease KRAS突变与子宫内膜异位症的疾病负担
IF 4.1 2区 医学 Q1 PATHOLOGY Pub Date : 2023-03-28 DOI: 10.1002/cjp2.317
Natasha L Orr, Arianne Albert, Yang Doris Liu, Amy Lum, JooYoon Hong, Catalina L Ionescu, Janine Senz, Tayyebeh M Nazeran, Anna F Lee, Heather Noga, Kate Lawrenson, Catherine Allaire, Christina Williams, Mohamed A Bedaiwy, Michael S Anglesio, Paul J Yong

The clinical phenotype of somatic mutations in endometriosis is unknown. The objective was to determine whether somatic KRAS mutations were associated with greater disease burden in endometriosis (i.e. more severe subtypes and higher stage). This prospective longitudinal cohort study included 122 subjects undergoing endometriosis surgery at a tertiary referral center between 2013 and 2017, with 5–9 years of follow-up. Somatic activating KRAS codon 12 mutations were detected in endometriosis lesions using droplet digital PCR. KRAS mutation status for each subject was coded as present (KRAS mutation in at least one endometriosis sample in a subject) or absent. Standardized clinical phenotyping for each subject was carried out via linkage to a prospective registry. Primary outcome was anatomic disease burden, based on distribution of subtypes (deep infiltrating endometriosis, ovarian endometrioma, and superficial peritoneal endometriosis) and surgical staging (Stages I–IV). Secondary outcomes were markers of surgical difficulty, demographics, pain scores, and risk of re-operation. KRAS mutation presence was higher in subjects with deep infiltrating endometriosis or endometrioma lesions only (57.9%; 11/19) and subjects with mixed subtypes (60.6%; 40/66), compared with those with superficial endometriosis only (35.1%; 13/37) (p = 0.04). KRAS mutation was present in 27.6% (8/29) of Stage I cases, in comparison to 65.0% (13/20) of Stage II, 63.0% (17/27) of Stage III, and 58.1% (25/43) of Stage IV cases (p = 0.02). KRAS mutation was also associated with greater surgical difficulty (ureterolysis) (relative risk [RR] = 1.47, 95% CI: 1.02–2.11) and non-Caucasian ethnicity (RR = 0.64, 95% CI: 0.47–0.89). Pain severities did not differ based on KRAS mutation status, at either baseline or follow-up. Re-operation rates were low overall, occurring in 17.2% with KRAS mutation compared with 10.3% without (RR = 1.66, 95% CI: 0.66–4.21). In conclusion, KRAS mutations were associated with greater anatomic severity of endometriosis, resulting in increased surgical difficulty. Somatic cancer-driver mutations may inform a future molecular classification of endometriosis.

子宫内膜异位症中体细胞突变的临床表型尚不清楚。目的是确定体细胞KRAS突变是否与子宫内膜异位症中更大的疾病负担相关(即更严重的亚型和更高的分期)。这项前瞻性纵向队列研究纳入了2013年至2017年在三级转诊中心接受子宫内膜异位症手术的122名受试者,随访5-9年。应用微滴数字PCR检测子宫内膜异位症病变中体细胞活化KRAS密码子12突变。每个受试者的KRAS突变状态被编码为存在(每位受试者中至少有一个子宫内膜异位症样本中存在KRAS突变)或不存在。通过与前瞻性注册表的联系,对每个受试者进行标准化临床表型分析。主要结局是解剖性疾病负担,基于亚型分布(深浸润性子宫内膜异位症、卵巢子宫内膜异位症和浅表性腹膜子宫内膜异位症)和手术分期(I-IV期)。次要结局是手术难度、人口统计学、疼痛评分和再手术风险的标志。KRAS突变仅在深浸润性子宫内膜异位症或子宫内膜瘤病变中较高(57.9%;11/19)和混合亚型受试者(60.6%;40/66),而仅浅表性子宫内膜异位症(35.1%;13/37), p = 0.04。KRAS突变在I期患者中占27.6%(8/29),而在II期患者中占65.0%(13/20),在III期患者中占63.0%(17/27),在IV期患者中占58.1% (25/43)(p = 0.02)。KRAS突变还与手术难度较大(输尿管溶解)(相对危险度[RR] = 1.47, 95% CI: 1.02-2.11)和非高加索人种(RR = 0.64, 95% CI: 0.47-0.89)相关。无论是基线还是随访,KRAS突变状态对疼痛的严重程度都没有影响。总体而言,KRAS突变患者的再手术率较低,为17.2%,未突变患者为10.3% (RR = 1.66, 95% CI: 0.66-4.21)。总之,KRAS突变与子宫内膜异位症的解剖严重程度相关,导致手术难度增加。体细胞癌驱动突变可能为子宫内膜异位症的未来分子分类提供信息。
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引用次数: 1
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Journal of Pathology Clinical Research
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