Novel diagnosis and progression microRNA signatures in melanoma
Gomez-Martinez, H.; Lopez-Cerdan, A.; Poley-Gil, M.; Hernando, E.; Garcia-Garcia, F.
Show abstract
Melanoma, an aggressive form of skin cancer with a high mortality rate, has recently experienced an increase in incidence. Consequently, the search for biomarkers, such as microRNAs (miRNAs), to facilitate the early detection and management of cancer patients represents a significant current concern. To identify these potential biomarkers, we developed a novel and integrative strategy. This involved conducting a systematic review of melanoma studies in accordance with PRISMA guidelines, followed by the performance of exploratory analysis and data normalization. Subsequently, individual analyses were conducted for each study, followed by a meta-analysis of miRNAs that integrated all results while considering patient information. In the diagnostic scenario, we identified twenty-four differentially expressed miRNAs, with eleven being upregulated and thirteen being downregulated. In the severity scenario, a total of twenty-three differentially expressed miRNAs were identified, comprising seven that were upregulated and sixteen that were downregulated. An extensive functional characterization of these miRNA signatures was conducted, providing insight into their biological role and impact on melanoma diagnosis and prognosis. Our findings contribute to a more comprehensive understanding of the molecular mechanisms and developmental processes involved in melanoma, particularly in early-stage development and ulceration. This, in turn, provides a foundation for the development of novel resources for the precise detection and treatment of melanoma.
Matching journals
The top 7 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Transcriptional reprogramming and constitutive PD-L1 expression in melanoma are associated with dedifferentiation and activation of interferon and tumor necrosis factor signaling pathways 95%
- A novel molecular analysis approach in colorectal cancer suggests new treatment opportunities 93%
- COL7A1 expression improves prognosis prediction for patients with clear cell renal cell carcinoma atop of stage 93%
Similar papers in this journal
- CD38hiCD19dim cells in lymph nodes predict favorable prognosis in patients with stage III melanoma receiving adjuvant PD-1-blockade 94%
- Systems biomedicine of primary and metastatic colorectal cancer reveals potential therapeutic targets 94%
- BNIP3 upregulation characterizes cancer cell subpopulation with increased fitness and proliferation 92%
Similar papers in this journal
- Crosstalk in skin: Loss of desmoglein 1 in keratinocytes inhibits BRAFV600E-induced cellular senescence in human melanocytes 93%
- Repurposing melanoma chemotherapy to activate inflammasomes in treatment of BRAF/MAPK inhibitor-resistant melanoma 91%
- YAP1-TAZ/TEAD transcriptional networks restrain differentiation downstream of oncogenic Hedgehog-SMO activity 91%
Similar papers in this journal
- Spatial tumour gene signature discriminates neoplastic from non-neoplastic compartments in colon cancer: unravelling predictive biomarkers for relapse 93%
- Panomics reveals patient-individuality as the major driver for colorectal cancer progression 92%
- FOXO1 mitigates the SMAD3/FOXL2C134W Transcriptomic Effect in a Model of Human Adult Granulosa Cell Tumor 91%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.