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Targeting TUT1 Depletes Tri-snRNP Pools to Suppress Splicing and Inhibit Pancreatic Cancer Cell Survival
IF 11.2 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-24 DOI: 10.1158/0008-5472.can-24-2563
Ziwei Guo, Junran Huang, Zhi J. Lu, Yongsheng Shi, Charles J. David, Mo Chen
Pancreatic ductal adenocarcinoma (PDAC) is highly aggressive and lacks effective therapeutic options. Cancer cells frequently become more dependent on splicing factors than normal cells due to increased rates of transcription. Terminal uridylyltransferase 1 (TUT1) is a specific terminal uridylyltransferase for U6 small nuclear RNA (snRNA), which plays a catalytic role in the spliceosome. Here, we found that TUT1 was required for the survival of PDAC cells but not for normal pancreatic cells. In PDAC cells, the uridylylation activity of TUT1 promoted tri-snRNP assembly by facilitating the binding of LSM proteins to U6 snRNA and subsequent tri-snRNP assembly. PDAC cells required higher amounts of tri-snRNP to efficiently splice pre-mRNA with weak splice sites to support the high transcriptional output. Depletion of TUT1 in PDAC cells resulted in inefficient splicing of exons in a group of highly expressed RNAs containing weak splice sites, thereby resulting in the collapse of an mRNA processing circuit and consequently dysregulating splicing required by PDAC cells. Overall, this study unveiled an interesting function of TUT1 in regulating splicing by modulating tri-snRNP levels and demonstrated a distinct mechanism underlying splicing addiction in pancreatic cancer cells.
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引用次数: 0
Mutant KRAS and CK2 Cooperatively Stimulate SLC16A3 Activity to Drive Intrahepatic Cholangiocarcinoma Progression
IF 11.2 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-24 DOI: 10.1158/0008-5472.can-24-2097
Ran Chen, Cuihong Ma, Haoran Qian, Xinyu Xie, Yuxue Zhang, Dayun Lu, Shunjie Hu, Mao Zhang, Fen Liu, Yunhao Zou, Qiang Gao, Hu Zhou, Hailong Liu, Moubin Lin, Gaoxiang Ge, Daming Gao
Intrahepatic cholangiocarcinoma (iCCA) is a lethal malignancy affecting the liver and biliary system. Enhanced understanding of the pathogenic mechanisms underlying iCCA tumorigenesis and the discovery of appropriate therapeutic targets are imperative to improve patient outcomes. Here, we investigated the functions and regulations of solute carrier family 16 member 3 (SLC16A3), which has been reported to be a biomarker of poor prognosis in iCCA. High SLC16A3 expression was enriched in KRAS-mutated iCCA tumors, and mutant KRAS elevated SLC16A3 expression via the PI3K/AKT/mTORC1/HIF1α pathway. SLC16A3 not only enhanced glycolysis but also induced epigenetic reprogramming to regulate iCCA progression. Phosphorylation of SLC16A3 at S436 (p-S436) was vital for its oncogenic function and was linked to iCCA progression. Casein kinase 2 (CK2) directly phosphorylated SLC16A3 at S436, and CK2 inhibition with CX-4945 (silmitasertib) reduced the growth of KRAS-mutated iCCA tumor xenografts and patient-derived organoids. Together, this study provides valuable insights into the diverse functions of SLC16A3 in iCCA and comprehensively elucidates the upstream regulatory mechanisms, providing potential therapeutic strategies for iCCA patients with KRAS mutations.
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引用次数: 0
Accumulation of CD38 in Hybrid Epithelial/Mesenchymal Cells Promotes Immune Remodeling and Metastasis in Breast Cancer
IF 11.2 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-24 DOI: 10.1158/0008-5472.can-24-0400
Tanvi H. Visal, Recep Bayraktar, Petra den Hollander, Michael A. Attathikhun, Tieling Zhou, Jing Wang, Li Shen, Corina-Elena Minciuna, Meng Chen, Elizve Barrientos-Toro, Harsh Batra, Maria Gabriela Raso, Fei Yang, Edwin R. Parra, Aysegul A. Sahin, George A. Calin, Sendurai A. Mani
Triple-negative breast cancer (TNBC) is a highly metastatic subtype of breast cancer. The epithelial-to-mesenchymal transition is a nonbinary process in the metastatic cascade that generates tumor cells with both epithelial and mesenchymal traits known as hybrid EM cells. Recent studies have elucidated the enhanced metastatic potential of cancers featuring the hybrid EM phenotype, highlighting the need to uncover molecular drivers and targetable vulnerabilities of the hybrid EM state. Here, we discovered that hybrid EM breast tumors are enriched in CD38, an immunosuppressive molecule associated with worse clinical outcomes in liquid malignancies. Altering CD38 expression in tumor cell impacted migratory, invasive, and metastatic capabilities of hybrid EM cells. Abrogation of CD38 expression stimulated an antitumor immune response, thereby preventing the generation of an immunosuppressive microenvironment in hybrid EM tumors. CD38 levels positively correlated with PD-L1 expression in samples from patients with TNBC. Moreover, targeting CD38 potentiated the activity of anti–PD-L1, eliciting strong antitumor immunity, with reduced tumor growth in hybrid EM models. Overall, this research exposes upregulation of CD38 as a specific survival strategy utilized by hybrid EM breast tumors to suppress immune cell activity and sustain metastasis, with strong implications in other carcinomas that have hybrid EM properties. Significance: Hybrid cells co-featuring epithelial and mesenchymal traits in triple-negative breast cancer express elevated levels of CD38 to induce immunosuppression and metastasis, indicating CD38 inhibition as potential strategy for treating breast cancer.
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引用次数: 0
SNHG17 Reprograms Energy Metabolism of Breast Cancer by Activating Mitochondrial DNAs Transcription. SNHG17通过激活线粒体dna转录重编程乳腺癌的能量代谢。
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-22 DOI: 10.1158/0008-5472.CAN-24-1271
Lin Gao, Jingyi Huang, Jinquan Xia, Pan Zhao, Shaowei Dong, Wei Jiang, Qianqian Zhou, Zhenglei Xu, Hui Luo, Wenbin Zhou, Jichao Sun, Guangsuo Wang, Qingshan Geng, Jigang Wang, Chang Zou

In most solid tumors, cellular energy metabolism is primarily dominated by aerobic glycolysis, which fulfills the high demand for biomacromolecules at the expense of reduced ATP production efficiency. Elucidation of the mechanisms by which rapidly proliferating malignant cells acquire sufficient energy in this state of inefficient ATP production from glycolysis could enable development of metabolism targeted therapeutic strategies. In this study, we observed a significant association between elevated expression levels of the long non-coding RNA (lncRNA) SNHG17 and unfavorable prognosis in breast cancer (BCa). SNHG17 promoted BCa cell proliferation by augmenting mitochondrial ATP production. Mechanistically, SNHG17 directly interacted with the p65 subunit of NF-κB and phosphorylated p65 at the threonine 505 site. SNHG17 bound to p65 at its truncated loop2 site, recruited p65 to mitochondria, and co-regulated the transcriptional activation of mitochondrial DNA to promote ATP production. Accordingly, targeting SNHG17 with an anti-sense oligonucleotide (ASO) significantly reduced BCa tumor growth both in vitro and in vivo. Overall, these results established a role for SNHG17 in promoting BCa progression by increasing ATP production and provided insight into the reprogramming of energy metabolism in solid tumors.

在大多数实体肿瘤中,细胞能量代谢主要以有氧糖酵解为主,以降低ATP的产生效率为代价来满足生物大分子的高需求。阐明快速增殖的恶性细胞在糖酵解产生低效率ATP的状态下获得足够能量的机制,可以促进代谢靶向治疗策略的发展。在本研究中,我们观察到长链非编码RNA (lncRNA) SNHG17的表达水平升高与乳腺癌(BCa)的不良预后之间存在显著关联。SNHG17通过增加线粒体ATP的产生促进BCa细胞增殖。机制上,SNHG17直接与NF-κB的p65亚基相互作用,并在苏氨酸505位点磷酸化p65。SNHG17在截断的loop2位点与p65结合,将p65招募到线粒体,共同调控线粒体DNA的转录激活,促进ATP的产生。因此,用反义寡核苷酸(ASO)靶向SNHG17,在体外和体内均可显著降低BCa肿瘤的生长。总体而言,这些结果确定了SNHG17通过增加ATP产生促进BCa进展的作用,并为实体肿瘤中能量代谢的重编程提供了见解。
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引用次数: 0
Targeting ARPC1B Overcomes Immune Checkpoint Inhibitor Resistance in Glioblastoma by Reversing Pro-tumorigenic Macrophage Polarization. 靶向ARPC1B通过逆转致瘤前巨噬细胞极化克服胶质母细胞瘤免疫检查点抑制剂耐药性
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-22 DOI: 10.1158/0008-5472.CAN-24-2286
Tianqi Liu, Tao Sun, Xin Chen, Jianqi Wu, Xiaoqian Sun, Xing Liu, Haixu Yan, Qiang Fu, Zirong Fan, Xiangyu Wang, Peng Cheng, Wen Cheng, Anhua Wu

Immunotherapy has elicited significant improvements in outcomes for patients with several tumor types. However, the immunosuppressive microenvironment in glioblastoma restricts the therapeutic efficacy of immune checkpoint blockade (ICB). In this study, we investigated which components of the immune microenvironment contribute to ICB failure in glioblastoma to elucidate the underlying causes of immunotherapeutic resistance. Macrophages were identified as a main contributor to ICB resistance. Expression of ARPC1B, a regulatory subunit of the Arp2/3 complex, was elevated in glioblastoma and correlated with macrophage enrichment and prognosis. ARPC1B in tumor cells increased STAT1 expression and subsequent IL10 production, which induced a pro-tumorigenic macrophage state. Mechanistically, ARPC1B inhibited the ubiquitination and degradation of STAT1 by preventing the E3 ubiquitin ligase NEDD4L from binding to STAT1 and by supporting the interaction between STAT1 and the deubiquitinase USP7. Inhibiting ARPC1B reshaped the immunosuppressive microenvironment and increased the efficacy of ICB in glioblastoma models. This study highlights the important role of ARPC1B in macrophage-mediated immunosuppression and proposes a combination treatment regimen for glioblastoma immunotherapy.

免疫疗法对几种肿瘤患者的预后有显著改善。然而,胶质母细胞瘤的免疫抑制微环境限制了免疫检查点阻断(ICB)的治疗效果。在这项研究中,我们研究了免疫微环境的哪些组成部分导致了胶质母细胞瘤的ICB失败,以阐明免疫治疗耐药的潜在原因。巨噬细胞被认为是ICB耐药的主要因素。Arp2/3复合物的调控亚基ARPC1B在胶质母细胞瘤中表达升高,并与巨噬细胞富集和预后相关。肿瘤细胞中的ARPC1B增加STAT1的表达和随后IL10的产生,从而诱导致瘤性巨噬细胞状态。在机制上,ARPC1B通过阻止E3泛素连接酶NEDD4L与STAT1结合以及支持STAT1与去泛素酶USP7之间的相互作用来抑制STAT1的泛素化和降解。在胶质母细胞瘤模型中,抑制ARPC1B重塑了免疫抑制微环境,提高了ICB的疗效。本研究强调了ARPC1B在巨噬细胞介导的免疫抑制中的重要作用,并提出了胶质母细胞瘤免疫治疗的联合治疗方案。
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引用次数: 0
SMAD4 and KRAS Status Shape Cancer Cell-Stromal Crosstalk and Therapeutic Response in Pancreatic Cancer. SMAD4和KRAS状态影响胰腺癌细胞间质串扰和治疗反应。
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-22 DOI: 10.1158/0008-5472.CAN-24-2330
Eloise G Lloyd, Muntadher Jihad, Judhell S Manansala, Wenlong Li, Priscilla S W Cheng, Gianluca Mucciolo, Marta Zaccaria, Sara Pinto Teles, Joaquín Araos Henríquez, Sneha Harish, Rebecca Brais, Sally Ashworth, Weike Luo, Paul M Johnson, Lisa Veghini, Mireia Vallespinos, Vincenzo Corbo, Giulia Biffi

Pancreatic ductal adenocarcinoma (PDAC) contains an extensive stroma that modulates response to therapy, contributing to the dismal prognosis associated with this cancer. Evidence suggests that PDAC stromal composition is shaped by mutations within malignant cells, but most previous work has focused on pre-clinical models driven by KrasG12D and mutant Trp53. Elucidation of the contribution of additional known oncogenic drivers, including KrasG12V mutation and Smad4 loss, is needed to increase understanding of malignant cell-stroma crosstalk in PDAC. Here, we used single-cell RNA-sequencing to analyze the cellular landscape of Trp53-mutant mouse models driven by KrasG12D or KrasG12V in which Smad4 was wild-type or deleted. KrasG12D Smad4-deleted PDAC developed a fibro-inflammatory rich stroma with increased malignant JAK/STAT cell signaling and enhanced therapeutic response to JAK/STAT inhibition. SMAD4 loss in KrasG12V PDAC differently altered the tumor microenvironment compared to KrasG12D PDAC, and the malignant compartment lacked JAK/STAT signaling dependency. Thus, malignant cell genotype impacts cancer cell and stromal cell phenotypes in PDAC, directly affecting therapeutic efficacy.

胰腺导管腺癌(PDAC)含有广泛的间质,可调节对治疗的反应,导致与该癌症相关的预后不佳。有证据表明,PDAC基质成分是由恶性细胞内的突变形成的,但大多数先前的工作都集中在由KrasG12D和突变体Trp53驱动的临床前模型上。需要阐明其他已知的致癌驱动因素,包括KrasG12V突变和Smad4丢失,以增加对PDAC中恶性细胞间质串扰的理解。在这里,我们使用单细胞rna测序分析了KrasG12D或KrasG12V驱动的trp53突变小鼠模型的细胞景观,其中Smad4是野生型或缺失的。KrasG12D smad4缺失的PDAC形成富含纤维炎症的基质,恶性JAK/STAT细胞信号传导增加,对JAK/STAT抑制的治疗反应增强。与KrasG12D PDAC相比,KrasG12V PDAC中SMAD4缺失对肿瘤微环境的改变不同,并且恶性隔室缺乏JAK/STAT信号依赖性。因此,恶性细胞基因型影响PDAC中癌细胞和基质细胞表型,直接影响治疗效果。
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引用次数: 0
A Multipotent PROX1+ Tumor Stem/Progenitor Cell Population Emerges During Intestinal Tumorigenesis and Mediates Radioresistance in Colorectal Cancer. 多能PROX1+肿瘤干细胞/祖细胞群在肠道肿瘤发生过程中出现并介导结直肠癌的放射耐药。
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-22 DOI: 10.1158/0008-5472.CAN-23-1851
Pauliina Kallio, Cinzia Bessone, Fatemeh Seyednasrollah, Jefim Brodkin, Marika Lassila, Jenny Högström, Alejandra González-Loyola, Tatiana V Petrova, Caj Haglund, Kari Alitalo

Colorectal carcinoma (CRC) progression is associated with an increase in PROX1+ tumor cells, which exhibit features of CRC stem cells and contribute to metastasis. Here, we aimed to provide a better understanding to the function of PROX1+ cells in CRC, investigating their progeny and their role in therapy resistance. PROX1+ cells in intestinal adenomas of ApcMin/+ mice expressed intestinal epithelial and CRC stem cell markers, and cells with high PROX1 expression could both self-renew tumor stem/progenitor cells and contribute to differentiated tumor cells. Most PROX1-lineage traced tumor cells were stem/progenitor cells, which can supply cells to multiple intestinal tumor cell lineages, whereas most lineage-traced LGR5+ tumor cells were enterocytes, indicating that PROX1+ and LGR5+ tumor stem cells have distinct differentiation programs. Although the PROX1+ tumor cells proliferated slower than PROX1- cells, irradiation increased the proportion of PROX1+ cells in human CRC cell lines, patient-derived organoids, and tumor xenografts. Furthermore, transcripts related to DNA damage repair (DDR) were enriched in PROX1+ vs. PROX1- cells in adenomas and in CRC tumor cells from patients. Experiments with PROX1 silencing and overexpression indicated that PROX1 expression enhances CRC cell colony formation following irradiation. PROX1 interacted with DDR proteins, including components of non-homologous end-joining (NHEJ) and base excision repair, and inhibition of NHEJ repair led to a decreased proportion of PROX1+ cells following irradiation. In conclusion, PROX1+ cells are irradiation-resistant tumor stem/progenitor cells capable of self-renewal and differentiation. DDR inhibitors could represent a strategy to target the treatment-resistant PROX1+ tumor stem cells.

结直肠癌(CRC)的进展与PROX1+肿瘤细胞的增加有关,PROX1+肿瘤细胞表现出CRC干细胞的特征并有助于转移。在这里,我们旨在更好地了解PROX1+细胞在结直肠癌中的功能,研究它们的后代及其在治疗耐药中的作用。ApcMin/+小鼠肠腺瘤中的PROX1+细胞表达肠上皮细胞和结直肠癌干细胞标记物,高PROX1表达的细胞既能自我更新肿瘤干细胞/祖细胞,又能促进肿瘤细胞分化。大多数PROX1谱系追踪的肿瘤细胞为干细胞/祖细胞,可以为多种肠道肿瘤细胞系提供细胞,而大多数LGR5+谱系追踪的肿瘤细胞为肠细胞,表明PROX1+和LGR5+肿瘤干细胞具有不同的分化程序。虽然PROX1+肿瘤细胞的增殖速度比PROX1-细胞慢,但照射增加了PROX1+细胞在人CRC细胞系、患者源性类器官和肿瘤异种移植中的比例。此外,在腺瘤和结直肠癌患者的肿瘤细胞中,与DNA损伤修复(DDR)相关的转录物在PROX1+和PROX1-细胞中富集。PROX1沉默和过表达的实验表明,PROX1的表达增强了辐射后CRC细胞集落的形成。PROX1与DDR蛋白相互作用,包括非同源末端连接(non-homologous end-joining, NHEJ)和碱基切除修复的成分,NHEJ修复的抑制导致辐照后PROX1+细胞比例下降。综上所述,PROX1+细胞是具有自我更新和分化能力的抗辐照肿瘤干细胞/祖细胞。DDR抑制剂可能代表了一种针对治疗耐药的PROX1+肿瘤干细胞的策略。
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引用次数: 0
Comparison of Lean, Obese, and Weight Loss Models Reveals TREM2 Deficiency Attenuates Breast Cancer Growth Uniquely in Lean Mice and Alters Clonal T Cell Populations 瘦、肥胖和减肥模型的比较显示TREM2缺乏在瘦小鼠中独特地减弱乳腺癌生长并改变克隆T细胞群
IF 11.2 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-22 DOI: 10.1158/0008-5472.can-24-3511
Elysa W. Pierro, Matthew A. Cottam, Hanbing An, Brian D. Lehmann, Jennifer A. Pietenpol, Kathryn E. Wellen, Liza Makowski, Jeffrey C. Rathmell, Barbara Fingleton, Alyssa H. Hasty
Obesity is an established risk factor for breast cancer development and poor prognosis. The adipose environment surrounding breast tumors, which is inflamed in obesity, has been implicated in tumor progression, and TREM2, a transmembrane receptor expressed on macrophages in adipose tissue and tumors, is an emerging therapeutic target for cancer. A better understanding of the mechanisms for the obesity-breast cancer association and the potential benefits of weight loss could help inform treatment strategies. Here, we utilized lean, obese, and weight loss mouse models to examine the impacts of TREM2 deficiency (Trem2+/+ and Trem2-/-) on postmenopausal breast cancer depending on weight history conditions. Trem2 deficiency constrained tumor growth in lean, but not obese or weight loss, mice. Single-cell RNA sequencing, in conjunction with VDJ sequencing of tumor and tumor-adjacent mammary adipose tissue (mATTum-adj) immune cells, revealed differences in the immune landscapes across the different models. Tumors of lean Trem2-/- mice exhibited a shift in clonal CD8+ T cells from an exhausted to an effector memory state, accompanied increased clonality of CD4+ Th1 cells, that was not observed in any other diet-genotype group. Notably, identical T cell clonotypes were identified in the tumor and mATTum-adj of the same mouse. Finally, anti-PD-1 therapy restricted tumor growth in lean and weight loss, but not obese, mice. These findings indicate that weight history could impact the efficacy of TREM2 inhibition in postmenopausal breast cancer. The reported immunological interactions between tumors and the surrounding adipose tissue highlight significant differences under obese and weight loss conditions.
肥胖是乳腺癌发展和预后不良的一个确定的危险因素。肥胖导致乳腺肿瘤周围的脂肪环境发炎,这与肿瘤的进展有关,而TREM2是脂肪组织和肿瘤中巨噬细胞上表达的跨膜受体,是一个新兴的癌症治疗靶点。更好地了解肥胖与乳腺癌关联的机制以及减肥的潜在益处可以帮助制定治疗策略。在这里,我们利用瘦、肥胖和体重减轻的小鼠模型来研究TREM2缺乏(TREM2 +/+和TREM2 -/-)对绝经后乳腺癌的影响,这取决于体重史条件。Trem2缺乏抑制了瘦小鼠的肿瘤生长,但没有抑制肥胖或减肥小鼠的肿瘤生长。单细胞RNA测序,结合肿瘤和肿瘤邻近乳腺脂肪组织(mATTum-adj)免疫细胞的VDJ测序,揭示了不同模型之间免疫景观的差异。瘦Trem2-/-小鼠的肿瘤表现出克隆性CD8+ T细胞从衰竭状态向效应记忆状态的转变,并伴有CD4+ Th1细胞克隆性的增加,这在任何其他饮食基因型组中都没有观察到。值得注意的是,在同一只小鼠的肿瘤和mATTum-adj中发现了相同的T细胞克隆型。最后,抗pd -1治疗抑制了瘦小鼠和减肥小鼠的肿瘤生长,但对肥胖小鼠没有影响。这些发现表明,体重史可能影响TREM2抑制绝经后乳腺癌的疗效。肿瘤和周围脂肪组织之间的免疫相互作用在肥胖和减肥条件下突出了显著差异。
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引用次数: 0
BEEx Is an Open-Source Tool That Evaluates Batch Effects in Medical Images to Enable Multicenter Studies. BEEx是一个开源工具,用于评估医学图像中的批处理效果,以实现多中心研究。
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-15 DOI: 10.1158/0008-5472.CAN-23-3846
Yuxin Wu, Xiongjun Xu, Yuan Cheng, Xiuming Zhang, Fanxi Liu, Zhenhui Li, Lei Hu, Anant Madabhushi, Peng Gao, Zaiyi Liu, Cheng Lu

The batch effect is a nonbiological variation that arises from technical differences across different batches of data during the data generation process for acquisition-related reasons, such as collection of images at different sites or using different scanners. This phenomenon can affect the robustness and generalizability of computational pathology- or radiology-based cancer diagnostic models, especially in multicenter studies. To address this issue, we developed an open-source platform, Batch Effect Explorer (BEEx), that is designed to qualitatively and quantitatively determine whether batch effects exist among medical image datasets from different sites. A suite of tools was incorporated into BEEx that provide visualization and quantitative metrics based on intensity, gradient, and texture features to allow users to determine whether there are any image variables or combinations of variables that can distinguish datasets from different sites in an unsupervised manner. BEEx was designed to support various medical imaging techniques, including microscopy and radiology. Four use cases clearly demonstrated the ability of BEEx to identify batch effects and validated the effectiveness of rectification methods for batch effect reduction. Overall, BEEx is a scalable and versatile framework designed to read, process, and analyze a wide range of medical images to facilitate the identification and mitigation of batch effects, which can enhance the reliability and validity of image-based studies. Significance: BEEx is a prescreening tool for image-based analyses that allows researchers to evaluate batch effects in multicenter studies and determine their origin and magnitude to facilitate development of accurate AI-based cancer models.

批处理效应是一种非生物变异,它是由于与获取相关的原因(例如在不同地点收集图像或使用不同的扫描仪)在数据生成过程中不同批次数据之间的技术差异而产生的。这种现象会影响基于计算病理学或放射学的癌症诊断模型的稳健性和泛化性,特别是在多中心研究中。为了解决这个问题,我们开发了一个开源平台,Batch Effect Explorer (BEEx),旨在定性和定量地确定来自不同站点的医学图像数据集之间是否存在批处理效果。BEEx集成了一套工具,提供基于强度、梯度和纹理特征的可视化和定量指标,允许用户确定是否存在任何图像变量或变量组合,可以以无监督的方式区分来自不同站点的数据集。BEEx旨在支持各种医学成像技术,包括显微镜和放射学。四个用例清楚地展示了BEEx识别批量影响的能力,并验证了减少批量影响的纠正方法的有效性。总的来说,BEEx是一个可扩展和通用的框架,旨在读取、处理和分析广泛的医学图像,以促进识别和减轻批效应,这可以增强基于图像的研究的可靠性和有效性。
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引用次数: 0
Therapeutic Targeting and Structural Characterization of a Sotorasib-Modified KRAS G12C-MHC I Complex Demonstrate the Antitumor Efficacy of Hapten-Based Strategies. sotorasib修饰的KRAS G12C-MHC I复合物的治疗靶向和结构表征证明了基于半抗原的抗肿瘤策略的有效性。
IF 12.5 1区 医学 Q1 ONCOLOGY Pub Date : 2025-01-15 DOI: 10.1158/0008-5472.CAN-24-2450
Apurva Pandey, Peter J Rohweder, Lieza M Chan, Chayanid Ongpipattanakul, Dong Hee Chung, Bryce Paolella, Fiona M Quimby, Ngoc Nguyen, Kliment A Verba, Michael J Evans, Charles S Craik

Antibody-based therapies have emerged as a powerful strategy for the management of diverse cancers. Unfortunately, tumor-specific antigens remain challenging to identify and target. Recent work established that inhibitor-modified peptide adducts derived from KRAS G12C are competent for antigen presentation via MHC I and can be targeted by antibody-based therapeutics, offering a means to directly target an intracellular oncoprotein at the cell surface with combination therapies. Here, we validated the antigen display of "haptenated" KRAS G12C peptide fragments on tumors in mouse models treated with the FDA-approved KRAS G12C covalent inhibitor sotorasib using PET/CT imaging of an 89Zr-labeled P1B7 IgG antibody, which selectively binds sotorasib-modified KRAS G12C-MHC I complexes. Targeting this peptide-MHC I complex with radioligand therapy using 225Ac- or 177Lu-P1B7 IgG effectively inhibited tumor growth in combination with sotorasib. Elucidation of the 3.1 Å cryo-EM structure of P1B7 bound to a haptenated KRAS G12C peptide-MHC I complex confirmed that the sotorasib-modified KRAS G12C peptide is presented via a canonical binding pose and showed that P1B7 binds the complex in a T-cell receptor-like manner. Together, these findings demonstrate the potential value of targeting unique oncoprotein-derived, haptenated MHC I complexes with radioligand therapeutics and provide a structural framework for developing next generation antibodies. Significance: Radioligand therapy using an antibody targeting KRAS-derived, sotorasib-modified MHC I complexes elicits antitumor effects superior to those of sotorasib alone and provides a potential strategy to repurpose sotorasib as a hapten to overcome resistance.

基于抗体的疗法已经成为治疗多种癌症的一种强有力的策略。不幸的是,肿瘤特异性抗原的识别和靶向仍然具有挑战性。最近的研究表明,来自KRAS G12C的抑制剂修饰肽加合物能够通过MHC I进行抗原呈递,并且可以被基于抗体的治疗方法靶向,提供了一种通过联合治疗直接靶向细胞表面细胞内癌蛋白的方法。在这里,我们通过PET/CT成像验证了经fda批准的KRAS G12C共价抑制剂Sotorasib治疗的小鼠模型肿瘤上“半抗原化”KRAS G12C肽片段的抗原显示,该抗体使用89zr标记的P1B7 IgG抗体,该抗体选择性地结合Sotorasib修饰的KRAS G12C MHC I复合物。使用225Ac-或177Lu-P1B7 IgG联合Sotorasib靶向肽- mhc I复合物的放射配体治疗可有效抑制肿瘤生长。P1B7结合于偶联KRAS G12C肽- mhc I复合物的3.1 Å冷冻电镜结构的阐明证实了sotorasib修饰的KRAS G12C肽是通过典型结合姿态呈现的,并表明P1B7以t细胞受体样方式结合该复合物。总之,这些发现证明了放射配体疗法靶向独特的癌蛋白衍生的半抗原MHC I复合物的潜在价值,并为开发下一代抗体提供了结构框架。
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引用次数: 0
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Cancer research
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