The process of optimizing the properties of biological molecules is paramount for many industrial and medical applications. Directed evolution is a powerful technique for modifying and improving biomolecules such as proteins or nucleic acids (DNA or RNA). Mimicking the mechanism of natural evolution, one can enhance a desired property by applying a suitable selection pressure and sorting improved variants. Droplet-based microfluidic systems offer a high-throughput solution to this approach by helping to overcome the limiting screening steps and allowing the analysis of variants within increasingly complex libraries. Here, we review cases where successful evolution of biomolecules was achieved using droplet-based microfluidics, focusing on the molecular processes involved and the incorporation of microfluidics to the workflow. We highlight the advantages and limitations of these microfluidic systems compared to low-throughput methods and show how the integration of these systems into directed evolution workflows can open new avenues to discover or improve biomolecules according to user-defined conditions.
Background: Keratinocytic epidermal naevi (KENs) are congenital benign skin mosaic lesions that share common mutations with some subsets of urothelial carcinomas. Moreover, several patients with extensive KEN who also developed urothelial carcinomas at young ages have been reported. Thus, patients with extensive KEN may harbour mosaic urothelial oncogenic mutations that would favour the early development of urothelial carcinomas. Methods: We selected five patients with extensive KEN involving the lower part of the back and performed a molecular characterisation of urothelial and cutaneous samples using a next-generation sequencing (NGS) custom panel targeting candidate oncogenic genes. Results: Mosaic pathogenic mutations were detected in KEN in all patients. In four out of five patients, mosaic pathogenic mutations in FGFR2 or HRAS were also detected in samples from the urothelial tract. Moreover, we report a patient who developed urothelial carcinomas at age 29 and harboured an HRAS G12S mutation both in skin and urothelial tumour samples. Conclusions: We conclude that patients with extensive KEN involving the lower part of the back frequently harbour oncogenic mutations in the urothelium that may induce the development of carcinomas. NGS panels can be considered as highly sensitive tools to identify this subgroup of patients, which might permit adoption of screening measures to detect malignant transformation at early stages.
Actinic keratosis is a common skin disease that may progress to invasive squamous cell carcinoma if left untreated. Ingenol mebutate has demonstrated efficacy in field treatment of actinic keratosis. However, molecular mechanisms on ingenol mebutate response are not yet fully understood. In this study, we evaluated the gene expression profiles of actinic keratosis lesions before and after treatment with ingenol mebutate using microarray technology. Actinic keratoses on face/scalp of 15 immunocompetent patients were identified and evaluated after treatment with topical ingenol mebutate gel 0.015%, applied once daily for 3 consecutive days. Diagnostic and clearance of lesions was determined by clinical, dermoscopic, and reflectance confocal microscopy criteria. Lesional and non-lesional skin biopsies were subjected to gene expression analysis profiled by Affymetrix microarray. Differentially expressed genes were identified, and enrichment analyses were performed using STRING database. At 8 weeks post-treatment, 60% of patients responded to ingenol mebutate therapy, achieving complete clearance in 40% of cases. A total of 128 differentially expressed genes were identified following treatment, and downregulated genes (114 of 128) revealed changes in pathways important to epidermal development, keratinocyte differentiation and cornification. In responder patients, 388 downregulated genes (of 450 differentially expressed genes) were also involved in development/differentiation of the epidermis, and immune system-related pathways, such as cytokine and interleukin signaling. Cluster analysis revealed two relevant clusters showing upregulated profile patterns in pre-treatment actinic keratoses of responders, as compared to non-responders. Again, differentially expressed genes were mainly associated with cornification, keratinization and keratinocyte differentiation. Overall, the present study provides insight into the gene expression profile of actinic keratoses after treatment with ingenol mebutate, as well as identification of genetic signatures that could predict treatment response.
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