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Retraction: Acquired resistance to BRAFi reverses senescence-like phenotype in mutant BRAF melanoma. 撤回:获得性 BRAFi 抗性可逆转突变 BRAF 黑色素瘤的衰老样表型。
Q2 Medicine Pub Date : 2024-06-03 DOI: 10.18632/oncotarget.28580
Mohammad Krayem, Ahmad Najem, Fabrice Journe, Renato Morandini, François Sales, Ahmad Awada, Ghanem E Ghanem
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引用次数: 0
Synergistic cytotoxicity of histone deacetylase and poly-ADP ribose polymerase inhibitors and decitabine in pancreatic cancer cells: Implications for novel therapy. 组蛋白去乙酰化酶和聚-ADP核糖聚合酶抑制剂与地西他滨在胰腺癌细胞中的协同细胞毒性:对新型疗法的启示
Q2 Medicine Pub Date : 2024-06-03 DOI: 10.18632/oncotarget.28588
Benigno C Valdez, Apostolia M Tsimberidou, Bin Yuan, Yago Nieto, Mehmet A Baysal, Abhijit Chakraborty, Clark R Andersen, Borje S Andersson

Histone deacetylase inhibitors (HDACi) can modulate the acetylation status of proteins, influencing the genomic instability exhibited by cancer cells. Poly (ADP ribose) polymerase (PARP) inhibitors (PARPi) have a direct effect on protein poly (ADP-ribosyl)ation, which is important for DNA repair. Decitabine is a nucleoside cytidine analogue, which when phosphorylated gets incorporated into the growing DNA strand, inhibiting methylation and inducing DNA damage by inactivating and trapping DNA methyltransferase on the DNA, thereby activating transcriptionally silenced DNA loci. We explored various combinations of HDACi and PARPi +/- decitabine (hypomethylating agent) in pancreatic cancer cell lines BxPC-3 and PL45 (wild-type BRCA1 and BRCA2) and Capan-1 (mutated BRCA2). The combination of HDACi (panobinostat or vorinostat) with PARPi (talazoparib or olaparib) resulted in synergistic cytotoxicity in all cell lines tested. The addition of decitabine further increased the synergistic cytotoxicity noted with HDACi and PARPi, triggering apoptosis (evidenced by increased cleavage of caspase 3 and PARP1). The 3-drug combination treatments (vorinostat, talazoparib, and decitabine; vorinostat, olaparib, and decitabine; panobinostat, talazoparib, and decitabine; panobinostat, olaparib, and decitabine) induced more DNA damage (increased phosphorylation of histone 2AX) than the individual drugs and impaired the DNA repair pathways (decreased levels of ATM, BRCA1, and ATRX proteins). The 3-drug combinations also altered the epigenetic regulation of gene expression (NuRD complex subunits, reduced levels). This is the first study to demonstrate synergistic interactions between the aforementioned agents in pancreatic cancer cell lines and provides preclinical data to design individualized therapeutic approaches with the potential to improve pancreatic cancer treatment outcomes.

组蛋白去乙酰化酶抑制剂(HDACi)可以调节蛋白质的乙酰化状态,从而影响癌细胞表现出的基因组不稳定性。聚(ADP 核糖)聚合酶(PARP)抑制剂(PARPi)可直接影响蛋白质的聚(ADP-核糖)生成,这对 DNA 修复非常重要。地西他滨是一种核苷胞嘧啶类似物,当其磷酸化时,会与生长的 DNA 链结合,抑制甲基化,并通过使 DNA 上的 DNA 甲基转移酶失活和诱捕 DNA 甲基转移酶来诱导 DNA 损伤,从而激活转录沉默的 DNA 位点。我们在胰腺癌细胞系 BxPC-3 和 PL45(野生型 BRCA1 和 BRCA2)以及 Capan-1(突变型 BRCA2)中探索了 HDACi 和 PARPi +/- 地西他滨(低甲基化剂)的各种组合。HDACi(panobinostat 或 vorinostat)与 PARPi(talazoparib 或 olaparib)联用可对所有受试细胞株产生协同细胞毒性。加入地西他滨可进一步增强 HDACi 和 PARPi 的协同细胞毒性,引发细胞凋亡(表现为 caspase 3 和 PARP1 的裂解增加)。三药联合疗法(伏立诺司他、他拉唑帕利和地西他滨;伏立诺司他、奥拉帕利和地西他滨;帕诺比诺司他、他拉唑帕利和地西他滨;帕诺比诺司他、奥拉帕利和地西他滨)比单药诱导更多的DNA损伤(组蛋白2AX磷酸化增加),并损害DNA修复途径(ATM、BRCA1和ATRX蛋白水平降低)。3 种药物组合还改变了基因表达的表观遗传调控(NuRD 复合物亚基水平降低)。这是首次证明上述药物在胰腺癌细胞系中协同作用的研究,为设计个体化治疗方法提供了临床前数据,有望改善胰腺癌的治疗效果。
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引用次数: 0
The importance of integrated therapies on cancer: Silibinin, an old and new molecule. 综合疗法对癌症的重要性:新老分子 Silibinin。
Q2 Medicine Pub Date : 2024-05-23 DOI: 10.18632/oncotarget.28587
Elisa Roca, Giuseppe Colloca, Fiorella Lombardo, Andrea Bellieni, Alessandra Cucinella, Giorgio Madonia, Licia Martinelli, Maria Elisa Damiani, Ilaria Zampieri, Antonio Santo

In the landscape of cancer treatments, the efficacy of coadjuvant molecules remains a focus of attention for clinical research with the aim of reducing toxicity and achieving better outcomes. Most of the pathogenetic processes causing tumour development, neoplastic progression, ageing, and increased toxicity involve inflammation. Inflammatory mechanisms can progress through a variety of molecular patterns. As is well known, the ageing process is determined by pathological pathways very similar and often parallel to those that cause cancer development. Among these complex mechanisms, inflammation is currently much studied and is often referred to in the geriatric field as 'inflammaging'. In this context, treatments active in the management of inflammatory mechanisms could play a role as adjuvants to standard therapies. Among these emerging molecules, Silibinin has demonstrated its anti-inflammatory properties in different neoplastic types, also in combination with chemotherapeutic agents. Moreover, this molecule could represent a breakthrough in the management of age-related processes. Thus, Silibinin could be a valuable adjuvant to reduce drug-related toxicity and increase therapeutic potential. For this reason, the main aim of this review is to collect and analyse data presented in the literature on the use of Silibinin, to better understand the mechanisms of the functioning of this molecule and its possible therapeutic role.

在癌症治疗领域,辅助分子的疗效仍然是临床研究关注的焦点,其目的是减少毒性,取得更好的疗效。导致肿瘤发生、肿瘤进展、衰老和毒性增加的大多数致病过程都涉及炎症。炎症机制可通过各种分子模式发展。众所周知,老化过程是由病理途径决定的,这些途径与导致癌症发生的途径非常相似,而且往往是并行的。在这些复杂的机制中,炎症是目前研究较多的,在老年医学领域通常被称为 "炎症aging"。在这种情况下,积极控制炎症机制的治疗方法可以作为标准疗法的辅助手段发挥作用。在这些新出现的分子中,西利宾已在不同类型的肿瘤中证明了其抗炎特性,也可与化疗药物联合使用。此外,这种分子还可能在老年相关过程的管理方面带来突破。因此,西利宾可能是一种有价值的辅助剂,可降低药物相关毒性,提高治疗潜力。因此,本综述的主要目的是收集和分析文献中有关使用西利宾的数据,以更好地了解这种分子的作用机制及其可能的治疗作用。
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引用次数: 0
GZ17-6.02 kills PDX isolates of uveal melanoma. GZ17-6.02 能杀死葡萄膜黑色素瘤的 PDX 分离物。
Q2 Medicine Pub Date : 2024-05-17 DOI: 10.18632/oncotarget.28586
Laurence Booth, Jane L Roberts, Ivan Spasojevic, Kaitlyn C Baker, Andrew Poklepovic, Cameron West, John M Kirkwood, Paul Dent

GZ17-6.02 has undergone phase I evaluation in patients with solid tumors (NCT03775525). The RP2D is 375 mg PO BID, with an uveal melanoma patient exhibiting a 15% reduction in tumor mass for 5 months at this dose. Studies in this manuscript have defined the biology of GZ17-6.02 in PDX isolates of uveal melanoma cells. GZ17-6.02 killed uveal melanoma cells through multiple convergent signals including enhanced ATM-AMPK-mTORC1 activity, inactivation of YAP/TAZ and inactivation of eIF2α. GZ17-6.02 significantly enhanced the expression of BAP1, predictive to reduce metastasis, and reduced the levels of ERBB family RTKs, predicted to reduce growth. GZ17-6.02 interacted with doxorubicin or ERBB family inhibitors to significantly enhance tumor cell killing which was associated with greater levels of autophagosome formation and autophagic flux. Knock down of Beclin1, ATG5 or eIF2α were more protective than knock down of ATM, AMPKα, CD95 or FADD, however, over-expression of FLIP-s provided greater protection compared to knock down of CD95 or FADD. Expression of activated forms of mTOR and STAT3 significantly reduced tumor cell killing. GZ17-6.02 reduced the expression of PD-L1 in uveal melanoma cells to a similar extent as observed in cutaneous melanoma cells whereas it was less effective at enhancing the levels of MHCA. The components of GZ17-6.02 were detected in tumors using a syngeneic tumor model. Our data support future testing GZ17-6.02 in uveal melanoma as a single agent, in combination with ERBB family inhibitors, in combination with cytotoxic drugs, or with an anti-PD1 immunotherapy.

GZ17-6.02已在实体瘤患者中进行了I期评估(NCT03775525)。RP2D为375毫克,PO BID,一名葡萄膜黑色素瘤患者在服用该剂量5个月后,肿瘤体积减少了15%。本手稿中的研究确定了 GZ17-6.02 在葡萄膜黑色素瘤细胞 PDX 分离物中的生物学特性。GZ17-6.02通过多种信号(包括ATM-AMPK-mTORC1活性增强、YAP/TAZ失活和eIF2α失活)杀死葡萄膜黑色素瘤细胞。GZ17-6.02 能显著增强 BAP1 的表达,从而减少转移,并降低 ERBB 家族 RTKs 的水平,从而减少生长。GZ17-6.02与多柔比星或ERBB家族抑制剂相互作用,明显增强了对肿瘤细胞的杀伤力,这与更高水平的自噬体形成和自噬通量有关。与敲除 ATM、AMPKα、CD95 或 FADD 相比,敲除 Beclin1、ATG5 或 eIF2α 更能保护肿瘤细胞。表达活化形式的 mTOR 和 STAT3 会显著降低对肿瘤细胞的杀伤力。GZ17-6.02 可减少葡萄膜黑色素瘤细胞中 PD-L1 的表达,其程度与皮肤黑色素瘤细胞中观察到的相似,但在提高 MHCA 水平方面效果较差。通过共生肿瘤模型,在肿瘤中检测到了 GZ17-6.02 的成分。我们的数据支持将来在葡萄膜黑色素瘤中测试 GZ17-6.02 作为单药、与 ERBB 家族抑制剂联合、与细胞毒性药物联合或与抗 PD1 免疫疗法联合的效果。
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引用次数: 0
The anticancer potential of the CLK kinases inhibitors 1C8 and GPS167 revealed by their impact on the epithelial-mesenchymal transition and the antiviral immune response. CLK 激酶抑制剂 1C8 和 GPS167 对上皮-间质转化和抗病毒免疫反应的影响揭示了它们的抗癌潜力。
Q2 Medicine Pub Date : 2024-05-16 DOI: 10.18632/oncotarget.28585
Lulzim Shkreta, Johanne Toutant, Aurélie Delannoy, David Durantel, Anna Salvetti, Sophie Ehresmann, Martin Sauvageau, Julien A Delbrouck, Alice Gravel-Trudeau, Christian Comeau, Caroline Huard, Jasmin Coulombe-Huntington, Mike Tyers, David Grierson, Pierre-Luc Boudreault, Benoit Chabot

The diheteroarylamide-based compound 1C8 and the aminothiazole carboxamide-related compound GPS167 inhibit the CLK kinases, and affect the proliferation of a broad range of cancer cell lines. A chemogenomic screen previously performed with GPS167 revealed that the depletion of components associated with mitotic spindle assembly altered sensitivity to GPS167. Here, a similar screen performed with 1C8 also established the impact of components involved in mitotic spindle assembly. Accordingly, transcriptome analyses of cells treated with 1C8 and GPS167 indicated that the expression and RNA splicing of transcripts encoding mitotic spindle assembly components were affected. The functional relevance of the microtubule connection was confirmed by showing that subtoxic concentrations of drugs affecting mitotic spindle assembly increased sensitivity to GPS167. 1C8 and GPS167 impacted the expression and splicing of transcripts in pathways relevant to tumor progression, including MYC targets and the epithelial mesenchymal transition (EMT). Finally, 1C8 and GPS167 altered the expression and alternative splicing of transcripts involved in the antiviral immune response. Consistent with this observation, depleting the double-stranded RNA sensor DHX33 suppressed GPS167-mediated cytotoxicity on HCT116 cells. Our study uncovered molecular mechanisms through which 1C8 and GPS167 affect cancer cell proliferation as well as processes critical for metastasis.

二卤代芳基酰胺类化合物 1C8 和氨基噻唑羧酰胺相关化合物 GPS167 可抑制 CLK 激酶,并影响多种癌细胞株的增殖。之前对 GPS167 进行的化学基因组筛选显示,与有丝分裂纺锤体组装相关的成分的缺失会改变对 GPS167 的敏感性。在这里,用 1C8 进行的类似筛选也确定了参与有丝分裂纺锤体组装的成分的影响。因此,用 1C8 和 GPS167 处理的细胞的转录组分析表明,编码有丝分裂纺锤体组装成分的转录本的表达和 RNA 剪接受到了影响。影响有丝分裂纺锤体组装的药物的亚毒性浓度增加了对 GPS167 的敏感性,从而证实了微管连接的功能相关性。1C8和GPS167影响了与肿瘤进展相关的通路中转录本的表达和剪接,包括MYC靶标和上皮间质转化(EMT)。最后,1C8 和 GPS167 改变了参与抗病毒免疫反应的转录本的表达和替代剪接。与这一观察结果一致的是,消耗双链 RNA 传感器 DHX33 会抑制 GPS167 介导的对 HCT116 细胞的细胞毒性。我们的研究揭示了 1C8 和 GPS167 影响癌细胞增殖以及转移关键过程的分子机制。
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引用次数: 0
Retraction: Knockdown of TRIM65 inhibits lung cancer cell proliferation, migration and invasion: A therapeutic target in human lung cancer. 撤回:敲除 TRIM65 可抑制肺癌细胞的增殖、迁移和侵袭:人类肺癌的治疗靶点。
Q2 Medicine Pub Date : 2024-05-16 DOI: 10.18632/oncotarget.28571
Xiao-Lin Wang, Wei-Ping Shi, Hong-Can Shi, Shi-Chun Lu, Kang Wang, Chao Sun, Jian-Sheng He, Wei-Guo Jin, Xiao-Xia Lv, Hui Zou, Yu-Sheng Shu
{"title":"Retraction: Knockdown of TRIM65 inhibits lung cancer cell proliferation, migration and invasion: A therapeutic target in human lung cancer.","authors":"Xiao-Lin Wang, Wei-Ping Shi, Hong-Can Shi, Shi-Chun Lu, Kang Wang, Chao Sun, Jian-Sheng He, Wei-Guo Jin, Xiao-Xia Lv, Hui Zou, Yu-Sheng Shu","doi":"10.18632/oncotarget.28571","DOIUrl":"10.18632/oncotarget.28571","url":null,"abstract":"","PeriodicalId":19499,"journal":{"name":"Oncotarget","volume":"15 ","pages":"312"},"PeriodicalIF":0.0,"publicationDate":"2024-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11098030/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140945615","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Retraction: Chronically high level of tgfb1a induction causes both hepatocellular carcinoma and cholangiocarcinoma via a dominant Erk pathway in zebrafish. 撤回:在斑马鱼体内,长期高水平的 tgfb1a 诱导可通过 Erk 显性通路导致肝细胞癌和胆管癌。
Q2 Medicine Pub Date : 2024-05-14 DOI: 10.18632/oncotarget.28570
Chuan Yan, Qiqi Yang, Han-Ming Shen, Jan M Spitsbergen, Zhiyuan Gong
{"title":"Retraction: Chronically high level of <i>tgfb1a</i> induction causes both hepatocellular carcinoma and cholangiocarcinoma via a dominant Erk pathway in zebrafish.","authors":"Chuan Yan, Qiqi Yang, Han-Ming Shen, Jan M Spitsbergen, Zhiyuan Gong","doi":"10.18632/oncotarget.28570","DOIUrl":"10.18632/oncotarget.28570","url":null,"abstract":"","PeriodicalId":19499,"journal":{"name":"Oncotarget","volume":"15 ","pages":"301"},"PeriodicalIF":0.0,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11092149/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140922907","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cyclin D1 expression in penile cancer. 阴茎癌中细胞周期蛋白 D1 的表达。
Q2 Medicine Pub Date : 2024-05-14 DOI: 10.18632/oncotarget.28584
Wesliany Everton Duarte, Jaqueline Diniz Pinho, Syomara Pereira da Costa Melo, Denner Rodrigo Diniz Duarte, Juliana Martins da Guia Ribeiro do Carmo, André Salim Khayat, José Ribamar Rodrigues Calixto, Marcos Adriano Garcia Campos, Rita da Graça Carvalhal Frazão Correa, Antonio Machado Alencar Júnior, Antônio Augusto Lima Teixeira-Júnior, Gyl Eanes Barros Silva

The main goal of the present study was to analyze the expression profile of cyclin D1 in patients with PC, and to determine possible correlations with clinical and histopathological features. A survey was conducted with 100 patients diagnosed with PC, who were treated at two reference hospitals in São Luís, Maranhão, Brazil, between 2013 and 2017. A review of clinical, epidemiological, and histopathological data was performed, Human Papillomavírus (HPV) DNA was detected using polymerase chain reaction (PCR) and cyclin D1 expression analysis was performed using immunohistochemical techniques. The data revealed that the absence of cyclin D1 expression was significantly associated with HPV-positive histological subtypes (p = 0.001), while its expression was associated with high-grade tumors (p = 0.014), histological subtype (p = 0.001), presence of sarcomatoid transformation (p = 0.04), and perineural invasion (p = 0.023). Patients with cyclin D1 expression exhibited lower disease-free survival compared to the cyclin D1-negative group, although the difference was not statistically significant. The results suggest that cyclin D1 may be a potential biomarker for PC, especially for poorer prognosis.

本研究的主要目的是分析PC患者体内细胞周期蛋白D1的表达谱,并确定其与临床和组织病理学特征之间可能存在的相关性。研究人员对2013年至2017年期间在巴西马拉尼昂州圣路易斯市两家参考医院接受治疗的100名确诊为PC患者进行了调查。调查回顾了临床、流行病学和组织病理学数据,使用聚合酶链式反应(PCR)检测了人类乳头瘤病毒(HPV)DNA,并使用免疫组化技术分析了细胞周期蛋白D1的表达。数据显示,细胞周期蛋白 D1 的缺失与 HPV 阳性组织学亚型显著相关(p = 0.001),而其表达与高级别肿瘤(p = 0.014)、组织学亚型(p = 0.001)、肉瘤样转化(p = 0.04)和神经周围侵犯(p = 0.023)相关。与细胞周期蛋白D1阴性组相比,有细胞周期蛋白D1表达的患者无病生存率较低,但差异无统计学意义。结果表明,细胞周期蛋白D1可能是PC的潜在生物标志物,尤其是预后较差的PC。
{"title":"Cyclin D1 expression in penile cancer.","authors":"Wesliany Everton Duarte, Jaqueline Diniz Pinho, Syomara Pereira da Costa Melo, Denner Rodrigo Diniz Duarte, Juliana Martins da Guia Ribeiro do Carmo, André Salim Khayat, José Ribamar Rodrigues Calixto, Marcos Adriano Garcia Campos, Rita da Graça Carvalhal Frazão Correa, Antonio Machado Alencar Júnior, Antônio Augusto Lima Teixeira-Júnior, Gyl Eanes Barros Silva","doi":"10.18632/oncotarget.28584","DOIUrl":"10.18632/oncotarget.28584","url":null,"abstract":"<p><p>The main goal of the present study was to analyze the expression profile of cyclin D1 in patients with PC, and to determine possible correlations with clinical and histopathological features. A survey was conducted with 100 patients diagnosed with PC, who were treated at two reference hospitals in São Luís, Maranhão, Brazil, between 2013 and 2017. A review of clinical, epidemiological, and histopathological data was performed, Human Papillomavírus (HPV) DNA was detected using polymerase chain reaction (PCR) and cyclin D1 expression analysis was performed using immunohistochemical techniques. The data revealed that the absence of cyclin D1 expression was significantly associated with HPV-positive histological subtypes (<i>p</i> = 0.001), while its expression was associated with high-grade tumors (<i>p</i> = 0.014), histological subtype (<i>p</i> = 0.001), presence of sarcomatoid transformation (<i>p</i> = 0.04), and perineural invasion (<i>p</i> = 0.023). Patients with cyclin D1 expression exhibited lower disease-free survival compared to the cyclin D1-negative group, although the difference was not statistically significant. The results suggest that cyclin D1 may be a potential biomarker for PC, especially for poorer prognosis.</p>","PeriodicalId":19499,"journal":{"name":"Oncotarget","volume":"15 ","pages":"302-311"},"PeriodicalIF":0.0,"publicationDate":"2024-05-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11092173/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140922906","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Deep learning-based whole-body PSMA PET/CT attenuation correction utilizing Pix-2-Pix GAN. 利用 Pix-2-Pix GAN 进行基于深度学习的全身 PSMA PET/CT 衰减校正。
Q2 Medicine Pub Date : 2024-05-07 DOI: 10.18632/oncotarget.28583
Kevin C Ma, Esther Mena, Liza Lindenberg, Nathan S Lay, Phillip Eclarinal, Deborah E Citrin, Peter A Pinto, Bradford J Wood, William L Dahut, James L Gulley, Ravi A Madan, Peter L Choyke, Ismail Baris Turkbey, Stephanie A Harmon

Purpose: Sequential PET/CT studies oncology patients can undergo during their treatment follow-up course is limited by radiation dosage. We propose an artificial intelligence (AI) tool to produce attenuation-corrected PET (AC-PET) images from non-attenuation-corrected PET (NAC-PET) images to reduce need for low-dose CT scans.

Methods: A deep learning algorithm based on 2D Pix-2-Pix generative adversarial network (GAN) architecture was developed from paired AC-PET and NAC-PET images. 18F-DCFPyL PSMA PET-CT studies from 302 prostate cancer patients, split into training, validation, and testing cohorts (n = 183, 60, 59, respectively). Models were trained with two normalization strategies: Standard Uptake Value (SUV)-based and SUV-Nyul-based. Scan-level performance was evaluated by normalized mean square error (NMSE), mean absolute error (MAE), structural similarity index (SSIM), and peak signal-to-noise ratio (PSNR). Lesion-level analysis was performed in regions-of-interest prospectively from nuclear medicine physicians. SUV metrics were evaluated using intraclass correlation coefficient (ICC), repeatability coefficient (RC), and linear mixed-effects modeling.

Results: Median NMSE, MAE, SSIM, and PSNR were 13.26%, 3.59%, 0.891, and 26.82, respectively, in the independent test cohort. ICC for SUVmax and SUVmean were 0.88 and 0.89, which indicated a high correlation between original and AI-generated quantitative imaging markers. Lesion location, density (Hounsfield units), and lesion uptake were all shown to impact relative error in generated SUV metrics (all p < 0.05).

Conclusion: The Pix-2-Pix GAN model for generating AC-PET demonstrates SUV metrics that highly correlate with original images. AI-generated PET images show clinical potential for reducing the need for CT scans for attenuation correction while preserving quantitative markers and image quality.

目的:由于辐射剂量的限制,肿瘤患者在治疗随访过程中可以进行连续的 PET/CT 研究。我们提出了一种人工智能(AI)工具,从非衰减校正 PET(NAC-PET)图像生成衰减校正 PET(AC-PET)图像,以减少对低剂量 CT 扫描的需求:方法:根据成对的 AC-PET 和 NAC-PET 图像,开发了一种基于 2D Pix-2-Pix 生成式对抗网络 (GAN) 架构的深度学习算法。18F-DCFPyL PSMA PET-CT 研究来自 302 名前列腺癌患者,分为训练组、验证组和测试组(n = 183、60、59)。模型采用两种归一化策略进行训练:基于标准摄取值 (SUV) 的模型和基于 SUV-Nyul 的模型。扫描水平性能通过归一化均方误差(NMSE)、平均绝对误差(MAE)、结构相似性指数(SSIM)和峰值信噪比(PSNR)进行评估。病灶级分析是由核医学医生在感兴趣区进行的前瞻性分析。使用类内相关系数(ICC)、重复性系数(RC)和线性混合效应模型对 SUV 指标进行评估:独立测试队列的中位 NMSE、MAE、SSIM 和 PSNR 分别为 13.26%、3.59%、0.891 和 26.82。SUVmax和SUVmean的ICC分别为0.88和0.89,这表明原始和人工智能生成的定量成像标记之间具有很高的相关性。病变位置、密度(Hounsfield 单位)和病变摄取都会影响生成的 SUV 指标的相对误差(所有 p < 0.05):用于生成 AC-PET 的 Pix-2-Pix GAN 模型显示了与原始图像高度相关的 SUV 指标。人工智能生成的 PET 图像具有临床潜力,可减少 CT 扫描衰减校正的需要,同时保留定量标记和图像质量。
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引用次数: 0
Correction: Gap junction-mediated transfer of miR-145-5p from microvascular endothelial cells to colon cancer cells inhibits angiogenesis. 更正:缝隙连接介导的 miR-145-5p 从微血管内皮细胞转移到结肠癌细胞可抑制血管生成。
Q2 Medicine Pub Date : 2024-05-07 DOI: 10.18632/oncotarget.28528
Dominique Thuringer, Gaetan Jego, Kevin Berthenet, Arlette Hammann, Eric Solary, Carmen Garrido
{"title":"Correction: Gap junction-mediated transfer of miR-145-5p from microvascular endothelial cells to colon cancer cells inhibits angiogenesis.","authors":"Dominique Thuringer, Gaetan Jego, Kevin Berthenet, Arlette Hammann, Eric Solary, Carmen Garrido","doi":"10.18632/oncotarget.28528","DOIUrl":"10.18632/oncotarget.28528","url":null,"abstract":"","PeriodicalId":19499,"journal":{"name":"Oncotarget","volume":"15 ","pages":"285-287"},"PeriodicalIF":0.0,"publicationDate":"2024-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11075366/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140865426","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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