Essays about: "expression profiling."

Showing result 1 - 5 of 22 essays containing the words expression profiling..

  1. 1. Combining Cell Painting, Gene Expression and Structure-Activity Data for Mechanism of Action Prediction

    University essay from Uppsala universitet/Nationellt resurscentrum för biologi och bioteknik

    Author : Erik Everett Palm; [2023]
    Keywords : bioinformatics; deep learning; machine learning; joint model; tabular data; image data;

    Abstract : The rapid progress in high-throughput omics methods and high-resolution morphological profiling, coupled with the significant advances in machine learning (ML) and deep learning (DL), has opened new avenues for tackling the notoriously difficult problem of predicting the Mechanism of Action (MoA) for a drug of clinical interest. Understanding a drug's MoA can enrich our knowledge of its biological activity, shed light on potential side effects, and serve as a predictor of clinical success. READ MORE

  3. 2. PAMPaR: Parallel Analysis of miRNAs, Proteins and RNAs. Dynamic Profiles of miRNAs, mRNAs and Specific Proteins in Mouse Embryonic Stem Cells Differentiating into Neural Precursors

    University essay from KTH/Proteinvetenskap

    Author : Amelie Carlström; [2023]
    Keywords : PAMPaR; SPARC; Proximity extension assay; Neuronal differentiation; Mouse embryonic stem cells; PAMPaR; SPARC; Proximity extension assay; Neuronal differentiering; embryonala musstamceller;

    Abstract : MikroRNA-molekyler (miRNA) är viktiga icke-kodande RNA-molekyler för post-transkriptionell reglering av proteinkodande gener. De har även effekter på många cellulära processer såsom differentiering. De biosyntetiska reaktioner som skapar miRNA involverar proteiner som själva regleras av miRNA. READ MORE

  4. 3. Profiling the Blood Proteome in Autoimmune Disease Using Proximity Extension Assay

    University essay from KTH/Proteinvetenskap

    Author : Julia Asp; [2023]
    Keywords : Plasma proteomics; proximity extension assay; autoimmune disease; differential expression; machine learning; biomarkers; Plasma proteomik; proximity extension assay; autoimmuna sjukdomar; differentiellt proteinuttryck; maskininlärning; biomarkörer;

    Abstract : Autoimmuna sjukdomar är en samling komplexa, kroniska, inflammatoriska sjukdomstillstånd som kännetecknas av dysreglering av immunsystemet, vilket resulterar i inflammation och skada av vävnader, celler och organ. Dessa sjukdomar har en betydande inverkan på individens livskvalitet och bidrar ofta till ökad dödsrisk där komorbiditeter föreligger. READ MORE

  5. 4. Molecular mapping of the HGSOC tumour microenvironment

    University essay from Uppsala universitet/Institutionen för medicinsk biokemi och mikrobiologi

    Author : Philippine Louail; [2023]
    Keywords : Immunology; Ovarian cancer; Multiplex Immunofluorescence; scRNA sequencing; Bioinformatics; Image analysis;

    Abstract : High-grade serous ovarian cancer (HGSOC) is the most aggressive subtype of ovarian cancer, and its heterogeneity poses a challenge for the discovery of reliable diagnostic biomarkers, therapeutic targets, and predicting treatment response, particularly to immunotherapy. The current standard diagnostic and treatment options are inadequate, resulting in late diagnosis and poor prognosis. READ MORE

  6. 5. Phenotypic profiling and drug screening in Rhabdomyosarcoma cell lines

    University essay from Uppsala universitet/Institutionen för farmaceutisk biovetenskap

    Author : Laura Martina Lang; [2022]
    Keywords : Rhabdomyosarcoma; Phenotypic profiling; Phenotypic drug screening;

    Abstract : Rhabdomyosarcoma (RMS) is a type of soft tissue sarcoma that mainly occurs in children. RMS can be divided into two subtypes embryonal (ERMS) and alveolar (ARMS). The ARMS subtype can be especially aggressive when a balanced chromosomal translocation is present. READ MORE