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Pathogenic Germline Variants in Uveal Melanoma Driver and BAP1-Associated Genes in Finnish Patients with Uveal Melanoma. 芬兰葡萄膜黑色素瘤患者中葡萄膜黑色素瘤驱动基因和 BAP1 相关基因的致病性基因变异。
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-09-30 DOI: 10.1111/pcmr.13198
Pauliina E Repo, Eveliina Jakkula, Juho Hiltunen, Heidi Putkuri, Aleksandra Staskiewicz-Tuikkanen, Reetta-Stiina Järvinen, Martin Täll, Virpi Raivio, Rana'a T Al-Jamal, Tero T Kivelä, Joni A Turunen

Uveal melanoma (UM) is a rare yet aggressive eye cancer causing over 50% mortality from metastasis. Familial UM, amounting to 1%-6% of patients in Finland and the United States, mostly lack identified genetic cause, while 8% show associations with other cancer syndromes. We searched novel genetic associations for predisposition to UM, additional to already studied BAP1 and MBD4, by using targeted amplicon sequencing of 19 genes associated with UM, BAP1, or renal cell carcinoma in 270 consecutively enrolled Finnish patients with UM. Key UM drivers GNAQ, GNA11, CYSLTR2, PLCB4, EIF1AX, and SF3B1 lacked pathogenic germline variants. One patient carried the pathogenic BRCA1 variant c.3626del p.(Leu1209*), and one harbored a novel truncating MET variant c.252C > G p.(Tyr84*), classified as likely pathogenic. FLCN and BRCA2, previously identified with pathogenic variants in patients with UM, did not have such variants in our cohort. Two patients were heterozygous for a pathogenic recessive BLM variant c.2824-2A > T. None of the carriers of identified variants had familial UM. We identified BRCA1 and MET as genes with pathogenic germline variants in Finnish UM patients, each with a frequency of 0.4% (95% confidence interval, 0-2).

葡萄膜黑色素瘤(UM)是一种罕见的侵袭性眼癌,因转移导致的死亡率超过 50%。在芬兰和美国,家族性葡萄膜黑色素瘤患者占 1%-6%,其中大部分缺乏已确定的遗传原因,而 8%的患者与其他癌症综合征有关联。除已研究过的 BAP1 和 MBD4 外,我们还对连续登记的 270 名芬兰 UM 患者中与 UM、BAP1 或肾细胞癌相关的 19 个基因进行了靶向扩增片段测序,以寻找与 UM 易感性相关的新基因。UM的关键驱动基因GNAQ、GNA11、CYSLTR2、PLCB4、EIF1AX和SF3B1缺乏致病性种系变异。一名患者携带致病性 BRCA1 变异 c.3626del p.(Leu1209*),一名患者携带新型截短 MET 变异 c.252C > G p.(Tyr84*),被归类为可能致病。FLCN 和 BRCA2 以前曾在 UM 患者中发现致病变异,但在我们的队列中没有发现此类变异。两名患者是致病性隐性 BLM 变异 c.2824-2A > T 的杂合子。已发现变异的携带者中没有人患有家族性 UM。我们发现BRCA1和MET是芬兰UM患者中存在致病性种系变异的基因,其频率分别为0.4%(95%置信区间,0-2)。
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引用次数: 0
Germline Variants in Patients Affected by Both Uveal and Cutaneous Melanoma. 葡萄膜黑色素瘤和皮肤黑色素瘤患者的基因变异
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-09-24 DOI: 10.1111/pcmr.13199
Peter A Johansson, Jane M Palmer, Lindsay McGrath, Sunil Warrier, Hayley R Hamilton, Timothy Beckman, Matthew G D'Mellow, Kelly M Brooks, William Glasson, Nicholas K Hayward, Antonia L Pritchard

Uveal melanoma (UM) and nonacral cutaneous melanoma (CM) are distinct entities with varied genetic landscapes despite both arising from melanocytes. There are, however, similarities in that they most frequently affect people of European ancestry, and high penetrance germline variants in BAP1, POT1 and CDKN2A have been shown to predispose to both UM and CM. This study aims to further explore germline variants in patients affected by both UM and CM, shedding light on the underlying genetic mechanism causing these diseases. Using exome sequencing we analysed germline DNA samples from a cohort of 83 Australian patients diagnosed with both UM and CM. Eight (10%) patients were identified that carried pathogenic mutations in known melanoma predisposition genes POT1, MITF, OCA2, SLC45A2 and TYR. Three (4%) patients carried pathogenic variants in genes previously linked with other cancer syndromes (ATR, BRIP1 and MSH6) and another three cases carried monoallelic pathogenic variants in recessive cancer genes (xeroderma pigmentosum and Fanconi anaemia), indicating that reduced penetrance of phenotype in these individuals may contribute to the development of both UM and CM. These findings highlight the need for further studies characterising the role of these genes in melanoma susceptibility.

葡萄膜黑色素瘤(UM)和非骶尾部皮肤黑色素瘤(CM)尽管都是由黑色素细胞引起的,但它们的遗传特征各不相同。不过,它们也有相似之处,即它们最常影响欧洲血统的人,而且 BAP1、POT1 和 CDKN2A 的高穿透性种系变异已被证明易导致 UM 和 CM。本研究旨在进一步探索 UM 和 CM 患者的种系变异,揭示导致这些疾病的潜在遗传机制。通过外显子组测序,我们分析了澳大利亚 83 名被诊断为 UM 和 CM 患者的种系 DNA 样本。结果发现,8 名患者(10%)携带已知黑色素瘤易感基因 POT1、MITF、OCA2、SLC45A2 和 TYR 的致病突变。3例(4%)患者携带以前与其他癌症综合征相关的基因(ATR、BRIP1和MSH6)的致病变异,另有3例携带隐性癌症基因(色素沉着病和范可尼贫血症)的单偶致病变异,这表明这些人的表型穿透性降低可能会导致UM和CM的发生。这些发现凸显了进一步研究这些基因在黑色素瘤易感性中的作用的必要性。
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引用次数: 0
Segregation Between an Ornamental and a Disease Driver Gene Provides Insights Into Pigment Cell Regulation 观赏基因与疾病驱动基因之间的分离为色素细胞调控提供了启示
IF 4.3 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-09-18 DOI: 10.1111/pcmr.13196
Erika Soria, Qiusheng Lu, Will Boswell, Kang Du, Yanting Xing, Mikki Boswell, Korri S. Weldon, Zhao Lai, Markita Savage, Manfred Schartl, Yuan Lu
Genetic interactions are adaptive within a species. Hybridization can disrupt such species‐specific genetic interactions and creates novel interactions that alter the hybrid progeny overall fitness. Hybrid incompatibility, which refers to degenerative genetic interactions that decrease the overall hybrid survival and sterility, is one of the results from combining two diverged genomes in hybrids. The discovery of spontaneous lethal tumorigenesis and underlying genetic interactions in select hybrids between diverged Xiphophorus species showed that lethal pathological process can result from degenerative genetic interactions. Such genetic interactions leading to lethal phenotype are thought to shield gene flow between diverged species. However, hybrids between certain Xiphophorus species do not develop such tumors. Here we report the identification of a locus residing in the genome of one Xiphophorus species that represses an oncogene from a different species. Our finding provides insights into normal and pathological pigment cell development, regulation and a molecular mechanism in hybrid incompatibility.
在一个物种内,基因相互作用具有适应性。杂交会破坏这种物种特有的基因相互作用,并产生新的相互作用,从而改变杂交后代的整体适应性。杂交不亲和指的是退化性基因相互作用,会降低杂交后代的整体存活率和不育性,是两种不同基因组结合杂交的结果之一。在不同的 Xiphophorus 品种之间的杂交种中发现的自发致死性肿瘤发生和潜在的基因相互作用表明,退化性基因相互作用可能导致致死性病理过程。这种导致致死表型的基因交互作用被认为会阻碍不同物种之间的基因流动。然而,某些 Xiphophorus 物种之间的杂交种不会出现这种肿瘤。在这里,我们报告了在一个 Xiphophorus 物种的基因组中发现了一个位点,该位点能抑制来自不同物种的癌基因。我们的发现为正常和病理色素细胞的发育、调控以及杂交不相容的分子机制提供了启示。
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引用次数: 0
An In Vivo Study of LNS8801, a GPER Agonist, in a Spontaneous Melanoma-Prone Mouse Model, TGS. GPER 激动剂 LNS8801 在自发性黑色素瘤小鼠模型中的体内研究,TGS.
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-09-16 DOI: 10.1111/pcmr.13197
Christina Marinaro, John Sauer, Christopher A Natale, Todd Ridky, Suzie Chen

Melanoma is the most aggressive and deadly form of skin cancer that arises from the transformation of melanocytes, the pigment producing cells of the skin. In the year 2024 there will be approximately 10,000 new cases of melanoma diagnosed and approximately 8,000 deaths attributed to melanoma in the United States. In this study we treated a group of male and female transgenic mice that spontaneously develop metastatic melanoma, TGS, with a G-protein-coupled estrogen receptor agonist LNS8801 to assess the efficacy on disease progression. A second group of male and female TGS mice was also exposed to UVB irradiation to mimic exposure to sunlight. Over the course of the 32-week experiment, visible images were taken by the small animal imaging IVIS system to track tumor progression, and blood and tissue samples were collected for molecular analyses. Results showed that sex-biased effects were observed in the efficacy of LNS8801 and that LNS8801 shows a UV-protective influence in both male and female TGS mice.

黑色素瘤是最具侵袭性和致命性的皮肤癌,它是由皮肤产生色素的细胞--黑色素细胞转化而来。到 2024 年,美国将新增约 10,000 例黑色素瘤确诊病例,约有 8,000 人死于黑色素瘤。在这项研究中,我们用 G 蛋白偶联雌激素受体激动剂 LNS8801 治疗了一组自发发生转移性黑色素瘤的雌雄转基因小鼠 TGS,以评估其对疾病进展的疗效。第二组雄性和雌性 TGS 小鼠也接受了 UVB 照射,以模拟日光照射。在为期32周的实验过程中,小动物成像IVIS系统拍摄了可见光图像以跟踪肿瘤进展,并采集了血液和组织样本进行分子分析。结果表明,LNS8801的药效具有性别差异,LNS8801对雄性和雌性TGS小鼠均有紫外线保护作用。
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引用次数: 0
MetFinder: A Tool for Automated Quantitation of Metastatic Burden in Histological Sections From Preclinical Models MetFinder:临床前模型组织切片转移负荷自动定量工具
IF 4.3 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-09-10 DOI: 10.1111/pcmr.13195
Alcida Karz, Nicolas Coudray, Erol Bayraktar, Kristyn Galbraith, George Jour, Arman Alberto Sorin Shadaloey, Nicole Eskow, Andrey Rubanov, Maya Navarro, Rana Moubarak, Gillian Baptiste, Grace Levinson, Valeria Mezzano, Mark Alu, Cynthia Loomis, Daniel Lima, Adam Rubens, Lucia Jilaveanu, Aristotelis Tsirigos, Eva Hernando
As efforts to study the mechanisms of melanoma metastasis and novel therapeutic approaches multiply, researchers need accurate, high‐throughput methods to evaluate the effects on tumor burden resulting from specific interventions. We show that automated quantification of tumor content from whole slide images is a compelling solution to assess in vivo experiments. In order to increase the outflow of data collection from preclinical studies, we assembled a large dataset with annotations and trained a deep neural network for the quantitative analysis of melanoma tumor content on histopathological sections of murine models. After assessing its performance in segmenting these images, the tool obtained consistent results with an orthogonal method (bioluminescence) of measuring metastasis in an experimental setting. This AI‐based algorithm, made freely available to academic laboratories through a web‐interface called MetFinder, promises to become an asset for melanoma researchers and pathologists interested in accurate, quantitative assessment of metastasis burden.
随着研究黑色素瘤转移机制和新型治疗方法的努力成倍增加,研究人员需要精确、高通量的方法来评估特定干预措施对肿瘤负荷的影响。我们的研究表明,自动量化整张切片图像中的肿瘤含量是评估体内实验的一个令人信服的解决方案。为了增加临床前研究的数据收集量,我们收集了一个带有注释的大型数据集,并训练了一个深度神经网络,用于定量分析小鼠模型组织病理学切片上的黑色素瘤肿瘤内容。在对其分割这些图像的性能进行评估后,该工具在实验环境中获得了与测量转移的正交方法(生物发光法)一致的结果。这种基于人工智能的算法通过一个名为 MetFinder 的网络界面免费提供给学术实验室,有望成为黑色素瘤研究人员和病理学家准确、定量评估转移负荷的资产。
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引用次数: 0
X and Y Differences in Melanoma Survival Between the Sexes. 男女黑色素瘤存活率的 X 和 Y 差异。
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-08-23 DOI: 10.1111/pcmr.13194
Peter Hersey, Hsin-Yi Tseng, Sara Alavi, Jessamy Tiffen

Marked differences in survival from melanoma are noted between men and women that cannot be accounted for by behavioral differences. We and others have provided evidence that this difference may be due to increased expression of immune-related genes from the second X chromosome because of failure of X inactivation. In the present review, we have examined evidence for the contrary view that survival differences are due to weaker immune responses in males. One reason for this may be the loss of Y chromosomes (LOY), particularly in older males. The genes involved may have direct roles in immune responses or be noncoding RNAs that regulate both sex and autosomal genes involved in immune responses or tumor growth. Loss of the KDM6C and KDM5D demethylases appeared to common genes involved. The second factor appears to be the activation of androgen receptors (AR) on melanoma cells that increase their invasiveness and growth. Induction of T-cell exhaustion by AR that limits immune responses against melanoma appeared a common finding. The development of treatments to overcome effects related to gene loss on Y poses challenges, but several avenues related to AR signaling appear worthy of further study in the treatment of metastatic disease.

男性和女性在黑色素瘤的存活率上存在明显差异,而这种差异无法用行为差异来解释。我们和其他人提供的证据表明,这种差异可能是由于 X 失活导致第二 X 染色体免疫相关基因的表达增加所致。在本综述中,我们研究了支持相反观点的证据,即生存差异是由于雄性的免疫反应较弱。其中一个原因可能是 Y 染色体缺失(LOY),尤其是在老年男性中。所涉及的基因可能在免疫反应中起直接作用,也可能是非编码 RNA,这些 RNA 既能调控性别基因,也能调控参与免疫反应或肿瘤生长的常染色体基因。KDM6C 和 KDM5D 去甲基化酶的缺失似乎是常见的相关基因。第二个因素似乎是黑色素瘤细胞上的雄激素受体(AR)被激活,从而增加了其侵袭性和生长。AR诱导T细胞衰竭,限制了针对黑色素瘤的免疫反应,这似乎是一个共同的发现。开发治疗方法以克服与Y基因缺失有关的影响是一项挑战,但在治疗转移性疾病方面,与AR信号有关的几种途径似乎值得进一步研究。
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引用次数: 0
Photobiomodulation Using 830 nm Lighting-Emitting Diode Inhibits Melanogenesis via FOXO3a in Human Melanocyte 使用 830 纳米发光二极管进行光生物调节可通过 FOXO3a 抑制人类黑色素细胞的黑色素生成
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-08-21 DOI: 10.1111/pcmr.13193
Yanjun Dan, Li Chen, Shanglin Jin, Xiaoxue Xing, Yijian Zhu, Min Jiang, Chengfeng Zhang, Leihong Flora Xiang

Photobiomodulation (PBM) using 830 nm light-emitting diode (LED) benefits tissue regeneration, wound healing and neural stimulation. However, there is not much exploration of its effect on melanocytes and ex vivo skin model. This study aims to investigate the mechanism behind the anti-melanogenic activity of 830 nm LED and provides evidence for its activity in human ex vivo skin model. Our results showed that 830 nm LED at fluences ranging from 5 to 20 J/cm2 inhibited melanosome maturation and reduced melanin content, tyrosinase activity and melanogenesis-related proteins. 830 nm LED inhibited the phosphorylation of AKT and its downstream FOXO3a, leading to nuclear translocation of FOXO3a. Furthermore, FOXO3a knockdown and AKT activator like SC79 could reverse the melanogenesis inhibition phenotype induced by 830 nm LED. In human ex vivo skin model, Fontana–Masson staining revealed a decrease in epidermal basal pigmentation after 830 nm LED irradiation. Taken together, 830 nm LED demonstrated the anti-melanogenic activity via FOXO3a.

使用 830 纳米发光二极管(LED)进行光生物调制(PBM)有利于组织再生、伤口愈合和神经刺激。然而,有关其对黑色素细胞和体外皮肤模型影响的研究还不多。本研究旨在探究 830 纳米 LED 抗黑色素生成活性的机制,并为其在人体体外皮肤模型中的活性提供证据。我们的研究结果表明,830 nm LED 在 5 到 20 J/cm2 的通量范围内可抑制黑色素小体的成熟,降低黑色素含量、酪氨酸酶活性和黑色素生成相关蛋白。830 nm LED抑制了AKT及其下游FOXO3a的磷酸化,导致FOXO3a的核转位。此外,FOXO3a基因敲除和AKT激活剂(如SC79)可以逆转830 nm LED诱导的黑色素生成抑制表型。在人体体外皮肤模型中,Fontana-Masson 染色显示,830 nm LED 照射后表皮基底色素沉着减少。综上所述,830 纳米 LED 通过 FOXO3a 显示了抗黑色素生成的活性。
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引用次数: 0
Comparative Transcriptome Analysis Reveals Differential Cutaneous Gene Expression in the Color Variation of Two Ornamental Discus, Red Melon and Red Cover 比较转录组分析揭示了红瓜和红盖两种观赏蝶形花颜色变异中不同的皮肤基因表达。
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-08-14 DOI: 10.1111/pcmr.13190
Tian Tsyh Ng, Cher Chien Lau, Min Pau Tan, Li Lian Wong, Yeong Yik Sung, Tengku Sifzizul Tengku Muhammad, Sui Liying, Muhd Danish-Daniel

Red Melon (RM) and Red Cover (RC) discus (Symphysodon spp.) are ornamental fish varieties that were selectively bred from the wild parental lineages of the brown discus S. aquafaciatus over many generations, resulting in distinct cutaneous patterns from juveniles to adults. To better understand the underlying mechanisms, skin samples were collected from juveniles aged 60 days and adults aged 1 year from RM and RC for investigations. Microscopic observation detected xanthophores and erythrophores in all samples, except RC juveniles with no erythrophores. Melanophores were presented only in RC. The comparative analysis revealed that genes involved in pteridine synthesis (gch1 and zgc:153031), one-carbon metabolism (aldh1l2 and zgc153031), and lipid metabolism (apoda and klf1) were differentially expressed in RM juveniles, which may be associated with the development of erythrophores and xanthophores. The temporal inhibition of melanophore differentiation and development was observed in RM juveniles, coupled with elevated expression of notum2 and sost, two antagonist genes in Wnt-signaling, suggesting their roles in melanophore development. Distinct pigment pattern between RM and RC since the juvenile stage may be driven by the differential expression of multiple axial developmental genes, including GATA, ankyrin, and mitotic spindle orientation proteins. This is the first report to describe the differential growth of cutaneous pigments and the molecular processes involved in red discus. The results provided valuable insights into pigment pattern differences in an interesting ornamental fish model.

红瓜(RM)和红盖(RC)铁饼(Symphysodon spp.)是观赏鱼品种,由棕色铁饼(S. aquafaciatus)的野生亲本经过多代选择性培育而成,从幼鱼到成鱼都有不同的皮肤纹路。为了更好地了解其基本机制,研究人员从RM和RC中采集了60天的幼鱼和1年的成鱼的皮肤样本进行研究。显微镜观察发现,所有样本中都有黄孢和红孢,只有皇家墨鱼幼体中没有红孢。只有 RC 中出现了黑色素。比较分析表明,参与蝶啶合成(gch1 和 zgc:153031)、一碳代谢(aldh1l2 和 zgc153031)和脂质代谢(apoda 和 klf1)的基因在 RM 幼鱼中表达不同,这可能与红细胞和黄细胞的发育有关。在RM幼体中观察到黑色素细胞分化和发育的时间性抑制,以及两个Wnt信号转导拮抗基因notum2和sost的表达升高,表明它们在黑色素细胞发育中的作用。RM和RC幼体阶段不同的色素模式可能是由多个轴向发育基因(包括GATA、ankyrin和有丝分裂纺锤体定向蛋白)的不同表达驱动的。这是第一份描述皮肤色素差异生长和红铁饼相关分子过程的报告。研究结果为了解一种有趣的观赏鱼模型的色素模式差异提供了宝贵的见解。
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引用次数: 0
The prognostic implications of cuproptosis-related gene signature and the potential of PPIC as a promising biomarker in cutaneous melanoma 杯突相关基因特征对预后的影响以及 PPIC 作为皮肤黑色素瘤生物标志物的潜力。
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-08-08 DOI: 10.1111/pcmr.13185
Bin Zhou, Shanshan Sha, Qi Wang, Shuomin Sun, Juan Tao, Jinjin Zhu, Liyun Dong

Cutaneous melanoma is the most lethal of all skin tumors. Recently, cuproptosis, a novel form of cell death linked to oxidative phosphorylation, has emerged as an important factor. However, the precise role of cuproptosis in melanoma remains unclear. Our research explored the potential links between cuproptosis-related genes, prognosis, immune microenvironments, and melanoma treatments. Significantly, cuproptosis regulators showed remarkable differences between melanoma and normal tissues, establishing their relevance to melanoma. The newly developed cuproptosis-related gene signature (CGS) demonstrated a robust ability to predict overall survival (OS) in melanoma. We constructed a novel nomogram that combined clinical features with CGS to improve predictive accuracy. In addition, the study revealed correlations between CGS and immune cell populations, including CD8+T cells, Tfh cells, B cells, and myeloid-derived suppressor cells. Within the CGS, Peptidylprolyl isomerase C (PPIC) emerged as the most strongly associated with poor prognosis and drug resistance in melanoma. PPIC was identified as a promoter of melanoma progression, enhancing cell invasiveness while concurrently suppressing CD8+T cell activation. This comprehensive study not only elucidated the intricate connections between CGS, melanoma prognosis, immune microenvironment, and drug resistance but also provided compelling evidence supporting PPIC as a promising biomarker for predicting OS in melanoma treatment.

皮肤黑色素瘤是最致命的皮肤肿瘤。最近,一种与氧化磷酸化有关的新型细胞死亡形式--杯突症成为一个重要因素。然而,杯突效应在黑色素瘤中的确切作用仍不清楚。我们的研究探索了杯突症相关基因、预后、免疫微环境和黑色素瘤治疗之间的潜在联系。值得注意的是,杯突调节因子在黑色素瘤和正常组织之间表现出显著差异,从而确定了它们与黑色素瘤的相关性。新开发的杯突相关基因特征(CGS)显示出预测黑色素瘤总生存期(OS)的强大能力。我们构建了一个新的提名图,将临床特征与 CGS 结合起来,以提高预测的准确性。此外,研究还揭示了CGS与免疫细胞群(包括CD8+T细胞、Tfh细胞、B细胞和髓源性抑制细胞)之间的相关性。在CGS中,肽基脯氨酰异构酶C(PPIC)与黑色素瘤的不良预后和耐药性关系最为密切。PPIC 被确定为黑色素瘤进展的促进因子,在增强细胞侵袭性的同时抑制 CD8+T 细胞的活化。这项全面的研究不仅阐明了CGS、黑色素瘤预后、免疫微环境和耐药性之间错综复杂的联系,还提供了令人信服的证据,支持PPIC成为黑色素瘤治疗中预测OS的一种有前途的生物标志物。
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引用次数: 0
The classification of melanocytic gene signatures 黑色素细胞基因特征的分类。
IF 3.9 3区 医学 Q2 CELL BIOLOGY Pub Date : 2024-07-28 DOI: 10.1111/pcmr.13189
Min Hu, Samuel Coleman, Robert L. Judson-Torres, Aik Choon Tan

Gene expression profiling technologies have revolutionized cell biology, enabling researchers to identify gene signatures linked to various biological attributes of melanomas, such as pigmentation status, differentiation state, proliferative versus invasive capacity, and disease progression. Although the discovery of gene signatures has significantly enhanced our understanding of melanocytic phenotypes, reconciling the numerous signatures reported across independent studies and different profiling platforms remains a challenge. Current methods for classifying melanocytic gene signatures depend on exact gene overlap and comparison with unstandardized baseline transcriptomes. In this study, we aimed to categorize published gene signatures into clusters based on their similar patterns of expression across clinical cutaneous melanoma specimens. We analyzed nearly 800 melanoma samples from six gene expression repositories and developed a classification framework for gene signatures that is resilient against biases in gene identification across profiling platforms and inconsistencies in baseline standards. Using 39 frequently cited published gene signatures, our analysis revealed seven principal classes of gene signatures that correlate with previously identified phenotypes: Differentiated, Mitotic/MYC, AXL, Amelanotic, Neuro, Hypometabolic, and Invasive. Each class is consistent with the phenotypes that the constituent gene signatures represent, and our classification method does not rely on overlapping genes between signatures. To facilitate broader application, we created WIMMS (what is my melanocytic signature, available at https://wimms.tanlab.org/), a user-friendly web application. WIMMS allows users to categorize any gene signature, determining its relationship to predominantly cited signatures and its representation within the seven principal classes.

基因表达谱技术给细胞生物学带来了革命性的变化,使研究人员能够确定与黑色素瘤的各种生物学属性相关的基因特征,如色素沉着状态、分化状态、增殖与侵袭能力以及疾病进展。虽然基因特征的发现极大地促进了我们对黑色素细胞表型的了解,但如何协调独立研究和不同分析平台所报告的众多特征仍然是一个挑战。目前对黑色素细胞基因特征进行分类的方法依赖于精确的基因重叠以及与非标准化基线转录组的比较。在本研究中,我们的目的是根据已发表的基因特征在临床皮肤黑色素瘤标本中的相似表达模式,将其归类成群。我们分析了来自六个基因表达库的近 800 个黑色素瘤样本,并开发了一个基因特征分类框架,该框架可抵御不同分析平台基因识别的偏差和基线标准的不一致。利用 39 个经常被引用的已发表的基因特征,我们的分析揭示了与以前确定的表型相关的七类主要基因特征:分化型、有丝分裂/MYC 型、AXL 型、黑色素瘤型、神经型、高代谢型和侵袭型。每个类别都与组成基因特征所代表的表型一致,我们的分类方法不依赖于特征之间的重叠基因。为了便于更广泛的应用,我们创建了 WIMMS(我的黑色素细胞特征是什么,可在 https://wimms.tanlab.org/ 上查阅),这是一个用户友好型网络应用程序。WIMMS 允许用户对任何基因特征进行分类,确定其与主要引用特征的关系以及在七个主要类别中的代表性。
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引用次数: 0
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Pigment Cell & Melanoma Research
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