Experimental Pathology and Therapeutics Group, IPO Porto Research Center (CI-IPOP), Portuguese Oncology Institute (IPO Porto), 4200-072 Porto, Portugal.
RISE@CI-IPOP (Health Research Network), Portuguese Oncology Institute of Porto (IPO Porto), 4200-072 Porto, Portugal.
Theranostics. 2022 Mar 28;12(7):3150-3177. doi: 10.7150/thno.67409. eCollection 2022.
Bladder cancer (BC) management demands the introduction of novel molecular targets for precision medicine. Cell surface glycoprotein CD44 has been widely studied as a potential biomarker of BC aggressiveness and cancer stem cells. However, significant alternative splicing and multiple glycosylation generate a myriad of glycoproteoforms with potentially distinct functional roles. The lack of tools for precise molecular characterization has led to conflicting results, delaying clinical applications. Addressing these limitations, we have interrogated the transcriptome and glycoproteome of a large BC patient cohort for splicing signatures. gene and its splicing variants were assessed by Real Time-Polymerase Chain Reaction (RT-PCR) and RNAseq in tumor tissues. The co-localization of CD44 and short -glycans was evaluated by proximity ligation assay (PLA), immunohistochemistry and double-immunofluorescence. An innovative glycoproteogenomics approach, integrating transcriptomics-customized datasets and glycomics for protein annotation from nanoLC-ESI-MS/MS experiments, was developed and implemented to identify CD44 variants and associated glycosignatures. The impact of CD44 silencing on proliferation and invasion of BC cell lines and glycoengineered cells was determined by BrdU ELISA and Matrigel invasion assays, respectively. Antibody phosphoarrays were used to investigate the role of CD44 and its glycoforms in the activation of relevant oncogenic signaling pathways. Transcriptomics analysis revealed remarkable CD44 isoforms heterogeneity in bladder cancer tissues, as well as associations between short CD44 standard splicing isoform (CD44s), invasion and poor prognosis. We further demonstrated that targeting short -glycoforms such as the Tn and sialyl-Tn antigens was key to overcome the lack of cancer specificity presented by CD44. Glycoproteogenomics allowed, for the first time, the comprehensive characterization of CD44 splicing code at the protein level. The concept was applied to invasive human BC cell lines, glycoengineered cells, and tumor tissues, enabling unequivocal CD44s identification as well as associated glycoforms. Finally, we confirmed the link between CD44 and invasion in CD44s-enriched cells by small interfering RNA (siRNA) knockdown, supporting findings from BC tissues. The key role played by short-chain -glycans in CD44-mediated invasion was also demonstrated through glycoengineered cell models. Overall, CD44s emerged as biomarker of poor prognosis and CD44-Tn/ Sialyl-Tn (STn) as promising molecular signatures for targeted interventions. This study materializes the concept of glycoproteogenomics and provides a key vision to address the cancer splicing code at the protein level, which may now be expanded to better understand CD44 functional role in health and disease.
膀胱癌(BC)的管理需要引入新的分子靶点,以实现精准医学。细胞表面糖蛋白 CD44 已被广泛研究为 BC 侵袭性和癌症干细胞的潜在生物标志物。然而,显著的剪接和多种糖基化产生了具有潜在不同功能作用的众多糖蛋白形式。缺乏精确分子表征的工具导致了相互矛盾的结果,从而延迟了临床应用。为了解决这些限制,我们对大量 BC 患者队列的转录组和糖蛋白组进行了剪接特征分析。通过实时聚合酶链反应(RT-PCR)和肿瘤组织中的 RNAseq 评估基因及其剪接变体。通过邻近连接分析(PLA)、免疫组织化学和双免疫荧光评估 CD44 和短聚糖的共定位。开发并实施了一种创新的糖蛋白组学方法,该方法整合了转录组学-定制数据集和纳升 LC-ESI-MS/MS 实验的糖基化蛋白注释,以鉴定 CD44 变体和相关糖签名。通过 BrdU ELISA 和 Matrigel 侵袭实验分别确定 CD44 沉默对 BC 细胞系和糖工程化细胞增殖和侵袭的影响。抗体磷酸化阵列用于研究 CD44 及其糖型在激活相关致癌信号通路中的作用。转录组学分析显示,膀胱癌组织中 CD44 异构体存在显著异质性,短 CD44 标准剪接异构体(CD44s)与侵袭和预后不良有关。我们进一步证明,靶向短聚糖,如 Tn 和唾液酸化-Tn 抗原,是克服 CD44 缺乏癌症特异性的关键。糖蛋白组学首次允许在蛋白质水平上全面表征 CD44 剪接密码。该概念应用于侵袭性人膀胱癌细胞系、糖工程化细胞和肿瘤组织,能够明确鉴定 CD44s 及其相关糖型。最后,我们通过小干扰 RNA(siRNA)敲低证实了 CD44s 富集细胞中 CD44 与侵袭之间的联系,支持了来自 BC 组织的研究结果。通过糖工程化细胞模型还证明了短链聚糖在 CD44 介导的侵袭中的关键作用。总体而言,CD44s 是预后不良的标志物,CD44-Tn/唾液酸化-Tn(STn)是有前途的靶向干预分子特征。本研究体现了糖蛋白组学的概念,并提供了一个关键的视角来解决蛋白质水平上的癌症剪接密码,这可能会进一步扩展以更好地了解 CD44 在健康和疾病中的功能作用。