ArticleThe EPMA journal2020
Quantitative proteomics revealed energy metabolism pathway alterations in human epithelial ovarian carcinoma and their regulation by the antiparasite drug ivermectin: data interpretation in the context of 3P medicine.
Article in The EPMA journal, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers, 1 of them a synthesis that pooled it.
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Who cites it
21 citing papers in PubMed, 1 synthesis or guideline pooled it, 34 citations in OpenAlex.
- Research trends on lactate in cancer: a bibliometric analysis and comprehensive review (2015-2024).Frontiers in immunology · 2025Pooled it
- Natural compounds targeting glycolysis and TME in ovarian cancer: from metabolic crosstalk to therapeutic potential.Frontiers in pharmacology · 2026Review
- miR-1343-3p regulating OGDHL/PDHB-pyruvate glucose metabolic reprogramming against gastric cancer cell proliferation.Discover oncology · 2025Article
- Phosphofructokinase-1 redefined: a metabolic hub orchestrating cancer hallmarks through multi-dimensional control networks.Journal of translational medicine · 2025Review
- Unlocking the mitochondrial functional code: unraveling the pathogenesis of ovarian cancer and innovative targets to inhibit malignant behavior.Journal of translational medicine · 2025Review
- Mitochondrial medicine: "from bench to bedside" 3PM-guided concept.The EPMA journal · 2025Article
- Review
- Decoding protein lactylation in the pathogenesis and progression of gynecological cancer.American journal of cancer research · 2025Review
- Pharmacoproteomics reveals energy metabolism pathways as therapeutic targets of ivermectin in ovarian cancer toward 3P medical approaches.The EPMA journal · 2024Article
- Biomarker Identification and Risk Prediction Model Development for Differentiated Thyroid Carcinoma Lung Metastasis Based on Primary Lesion Proteomics.Clinical cancer research : an official journal of the American Association for Cancer Research · 2024Article
- Ubiquitinomics revealed disease- and stage-specific patterns relevant for the 3PM approach in human sigmoid colon cancers.The EPMA journal · 2023Article
- Quantitative phosphoproteomics reveals molecular pathway network alterations in human early-stage primary hepatic carcinomas: potential for 3P medical approach.The EPMA journal · 2023Article
- Cuproptosis engages in c-Myc-mediated breast cancer stemness.Journal of translational medicine · 2023Article
- Kaempferol, a Phytoprogestin, Induces a Subset of Progesterone-Regulated Genes in the Uterus.Nutrients · 2023Article
- Ovarian Cancer: A Landscape of Mitochondria with Emphasis on Mitochondrial Dynamics.International journal of molecular sciences · 2023Review
- Energy Substrate Transporters in High-Grade Ovarian Cancer: Gene Expression and Clinical Implications.International journal of molecular sciences · 2022Article
- Machine Learning Identifies Pan-Cancer Landscape of Nrf2 Oxidative Stress Response Pathway-Related Genes.Oxidative medicine and cellular longevity · 2022Article
- Cuproptosis-related gene signature stratifies lower-grade glioma patients and predicts immune characteristics.Frontiers in genetics · 2022Article
- The role of protein acetylation in carcinogenesis and targeted drug discovery.Frontiers in endocrinology · 2022Review
- Mitochondrial Dysfunction Pathway Alterations Offer Potential Biomarkers and Therapeutic Targets for Ovarian Cancer.Oxidative medicine and cellular longevity · 2022Review
Corrections and comments
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
objectiveEnergy metabolism abnormality is the hallmark in epithelial ovarian carcinoma (EOC). This study aimed to investigate energy metabolism pathway alterations and their regulation by the antiparasite drug ivermectin in EOC for the discovery of energy metabolism pathway-based molecular biomarker pattern and therapeutic targets in the context of predictive, preventive, and personalized medicine (PPPM) in EOC.
methodsiTRAQ-based quantitative proteomics was used to identify mitochondrial differentially expressed proteins (mtDEPs) between human EOC and control mitochondrial samples isolated from 8 EOC and 11 control ovary tissues from gynecologic surgery of Chinese patients, respectively. Stable isotope labeling with amino acids in cell culture (SILAC)-based quantitative proteomics was used to analyze the protein expressions of energy metabolic pathways in EOC cells treated with and without ivermectin. Cell proliferation, cell cycle, apoptosis, and important molecules in energy metabolism pathway were examined before and after ivermectin treatment of different EOC cells.
resultsIn total, 1198 mtDEPs were identified, and various mtDEPs were related to energy metabolism changes in EOC, with an interesting result that EOC tissues had enhanced abilities in oxidative phosphorylation (OXPHOS), Kreb's cycle, and aerobic glycolysis, for ATP generation, with experiment-confirmed upregulations of UQCRH in OXPHOS; IDH2, CS, and OGDHL in Kreb's cycle; and PKM2 in glycolysis pathways. Importantly, PDHB that links glycolysis with Kreb's cycle was upregulated in EOC. SILAC-based quantitative proteomics found that the protein expression levels of energy metabolic pathways were regulated by ivermectin in EOC cells. Furthermore, ivermectin demonstrated its strong abilities to inhibit proliferation and cell cycle and promote apoptosis in EOC cells, through molecular networks to target PFKP in glycolysis; IDH2 and IDH3B in Kreb's cycle; ND2, ND5, CYTB, and UQCRH in OXPHOS; and MCT1 and MCT4 in lactate shuttle to inhibit EOC growth.
conclusionsOur findings revealed that the Warburg and reverse Warburg effects coexisted in human ovarian cancer tissues, provided the first multiomics-based molecular alteration spectrum of ovarian cancer energy metabolism pathways (aerobic glycolysis, Kreb's cycle, oxidative phosphorylation, and lactate shuttle), and demonstrated that the antiparasite drug ivermectin effectively regulated these changed molecules in energy metabolism pathways and had strong capability to inhibit cell proliferation and cell cycle progression and promote cell apoptosis in ovarian cancer cells. The observed molecular changes in energy metabolism pathways bring benefits for an in-depth understanding of the molecular mechanisms of energy metabolism heterogeneity and the discovery of effective biomarkers for individualized patient stratification and predictive/prognostic assessment and therapeutic targets/drugs for personalized therapy of ovarian cancer patients.
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