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dc.contributor.advisorRangarajan, Annapoorni
dc.contributor.advisorAtreya, Hanudatta S
dc.contributor.advisorSekhar, Ashok
dc.contributor.authorBharadwaj, Kishan R
dc.date.accessioned2024-01-18T04:54:13Z
dc.date.available2024-01-18T04:54:13Z
dc.date.submitted2023
dc.identifier.urihttps://etd.iisc.ac.in/handle/2005/6380
dc.description.abstractBreast cancer (BrC) is the leading cause of cancer-related death among women worldwide, including in India. Major risk factors for BrC include genetic predisposition, mutations in BRCA genes, post-menopausal hormonal imbalance, hormone replacement therapy, sedentary lifestyle and obesity, insulin resistance, and type 2 diabetes (T2D). India has more than 70 million T2D patients and is on the verge of becoming diabetic capital by 2045. The rate of newly diagnosed T2D and breast cancer incidence has increased linearly in India in the past 20 years. The association between T2D and the incidence of BrC is well established. Further, BrC patients with pre-existing T2D (BrC-D) have a 20-25% increased risk of all- cause mortality. The reasons for increased mortality in BrC-D are that they are given less- aggressive BrC treatment, often present with other co-morbid conditions, complications followed by surgery or radiation therapy, adverse reactions to chemotherapy, impaired wound healing, and susceptibility to infection. Hence, there is a need to identify biomarkers of T2D-associated BrC progression. Current blood-based biomarkers for BrC progression have low prognostic value or are expensive, elaborate, and time-consuming. Biomolecules that are involved in the mechanism of disease progression can serve as biomarkers as well as targets for novel therapy. Inflammation plays a significant role in the development and progression of BrC, and T2D patients often present with chronic inflammation. T2D is a metabolic disorder with altered metabolism, and in BrC, the cancer cells undergo metabolic rewiring to meet the high demand for energy and biosynthetic precursors. In this study, factors involved in inflammation and metabolism were screened in the blood plasma to identify potential candidates for biomarkers of diabetes-associated breast cancer progressionen_US
dc.language.isoen_USen_US
dc.relation.ispartofseries;ET00392
dc.rightsI grant Indian Institute of Science the right to archive and to make available my thesis or dissertation in whole or in part in all forms of media, now hereafter known. I retain all proprietary rights, such as patent rights. I also retain the right to use in future works (such as articles or books) all or part of this thesis or dissertationen_US
dc.subjectblood-based biomarkeren_US
dc.subjectBreast canceren_US
dc.subjectDiabetesen_US
dc.subjectMIP-3alphaen_US
dc.subjectBiomarkeren_US
dc.subjectmachine learningen_US
dc.subjectalgorithmsen_US
dc.subjectcytokinesen_US
dc.subjectmetabolomicsen_US
dc.subject.classificationResearch Subject Categories::INTERDISCIPLINARY RESEARCH AREASen_US
dc.titleIntegrative multi-platform approach to identify biomarkers of diabetes-associated breast cancer progressionen_US
dc.typeThesisen_US
dc.degree.namePhDen_US
dc.degree.levelDoctoralen_US
dc.degree.grantorIndian Institute of Scienceen_US
dc.degree.disciplineEngineeringen_US


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