Machine Learning-Assisted FTIR Analysis of Circulating Extracellular Vesicles for Cancer Liquid Biopsy
Published 2022 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Machine Learning-Assisted FTIR Analysis of Circulating Extracellular Vesicles for Cancer Liquid Biopsy
Authors
Keywords
-
Journal
Journal of Personalized Medicine
Volume 12, Issue 6, Pages 949
Publisher
MDPI AG
Online
2022-06-10
DOI
10.3390/jpm12060949
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- FT-IR Spectral Signature of Sensitive and Multidrug-Resistant Osteosarcoma Cell-Derived Extracellular Nanovesicles
- (2022) Francesca Perut et al. Cells
- Exosomes and cancer: from molecular mechanisms to clinical applications
- (2021) Ameneh Jafari et al. MEDICAL ONCOLOGY
- Liquid Biopsy in Hepatocellular Carcinoma: Where Are We Now?
- (2021) Filippo Pelizzaro et al. Cancers
- Nanogenomics and Artificial Intelligence: A Dynamic Duo for the Fight Against Breast Cancer
- (2021) Batla S. Al-Sowayan et al. Frontiers in Molecular Biosciences
- Recent Progress in Detection and Profiling of Cancer Cell‐Derived Exosomes
- (2021) Huiwen Xiong et al. Small
- Recent Advances in the Label-Free Characterization of Exosomes for Cancer Liquid Biopsy: From Scattering and Spectroscopy to Nanoindentation and Nanodevices
- (2021) Riccardo Di Santo et al. Nanomaterials
- Formation of a protein corona on the surface of extracellular vesicles in blood plasma
- (2021) Eszter Á. Tóth et al. Journal of Extracellular Vesicles
- Label-free spectroscopic characterization of exosomes reveals cancer cell differentiation
- (2021) Sabrina Romanò et al. ANALYTICA CHIMICA ACTA
- A Comparative Study of Serum Angiogenic Biomarkers in Cirrhosis and Hepatocellular Carcinoma
- (2021) Krizia Pocino et al. Cancers
- Potential of FTIR Spectroscopy Applied to Exosomes for Alzheimer’s Disease Discrimination: A Pilot Study
- (2020) Tânia Soares Martins et al. JOURNAL OF ALZHEIMERS DISEASE
- A simple formula to correct for the effects of storage time and temperature on the insulin concentration
- (2020) Xiaoli Zeng et al. JOURNAL OF CLINICAL LABORATORY ANALYSIS
- The threshold of alpha-fetoprotein (AFP) for the diagnosis of hepatocellular carcinoma: A systematic review and meta-analysis
- (2020) Jiaxin Zhang et al. PLoS One
- Modeling the time-related fluctuations of AFP and PIVKA-II serum levels in patients with cirrhosis undergoing surveillance for hepatocellular carcinoma
- (2020) Gabriele Ricco et al. Cancer Biomarkers
- Recent advancement in cancer detection using machine learning: Systematic survey of decades, comparisons and challenges
- (2020) Tanzila Saba Journal of Infection and Public Health
- Searching for the Mechanical Fingerprint of Pre-diabetes in T1DM: A Case Report Study
- (2020) Flavio Di Giacinto et al. Frontiers in Bioengineering and Biotechnology
- Fourier Transform Infrared Spectroscopy as a useful tool for the automated classification of cancer cell-derived exosomes obtained under different culture conditions
- (2020) Sabrina Romanò et al. ANALYTICA CHIMICA ACTA
- Synergistic Analysis of Protein Corona and Haemoglobin Levels Detects Pancreatic Cancer
- (2020) Damiano Caputo et al. Cancers
- Exosomes in hepatocellular carcinoma: a new horizon
- (2019) Rui Chen et al. Cell Communication and Signaling
- CKAP4, a DKK1 receptor, is a biomarker in exosomes derived from pancreatic cancer and a molecular target for therapy
- (2019) Hirokazu Kimura et al. CLINICAL CANCER RESEARCH
- FTIR-based spectrum of salivary exosomes coupled with computational-aided discriminating analysis in the diagnosis of oral cancer
- (2019) Ayelet Zlotogorski-Hurvitz et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Current Status and Perspective Biomarkers in AFP Negative HCC: Towards Screening for and Diagnosing Hepatocellular Carcinoma at an Earlier Stage
- (2019) Ping Luo et al. PATHOLOGY & ONCOLOGY RESEARCH
- Three isoforms of exosomal circPTGR1 promote hepatocellular carcinoma metastasis via the miR449a–MET pathway
- (2019) Guoying Wang et al. EBioMedicine
- Identification and Analysis of Exosomes by Surface-Enhanced Raman Spectroscopy
- (2019) Anastasiia Merdalimova et al. Applied Sciences-Basel
- Circulating exosomal miR‐92b: Its role for cancer immunoediting and clinical value for prediction of posttransplant hepatocellular carcinoma recurrence
- (2019) Toshiaki Nakano et al. AMERICAN JOURNAL OF TRANSPLANTATION
- MiR-718 mediates the indirect interaction between lncRNA SEMA3B-AS1 and PTEN to regulate the proliferation of hepatocellular carcinoma cells
- (2019) Yuchuan Zhong et al. PHYSIOLOGICAL GENOMICS
- The biology of extracellular vesicles: The known unknowns
- (2019) Leonid Margolis et al. PLOS BIOLOGY
- Label-Free Exosomal Detection and Classification in Rapid Discriminating Different Cancer Types Based on Specific Raman Phenotypes and Multivariate Statistical Analysis
- (2019) Ping Zhang et al. MOLECULES
- Tumorigenesis, diagnosis, and therapeutic potential of exosomes in liver cancer
- (2019) Hongbo Wang et al. Journal of Hematology & Oncology
- Partial least squares-discriminant analysis (PLS-DA) for classification of high-dimensional (HD) data: a review of contemporary practice strategies and knowledge gaps
- (2018) Loong Chuen Lee et al. ANALYST
- Exosomal miR-93 promotes proliferation and invasion in hepatocellular carcinoma by directly inhibiting TIMP2/TP53INP1/CDKN1A
- (2018) Xiaofeng Xue et al. BIOCHEMICAL AND BIOPHYSICAL RESEARCH COMMUNICATIONS
- Extracellular vesicles – biogenesis, composition, function, uptake and therapeutic applications
- (2018) Eva Petrovčíková et al. BIOLOGIA
- lncRNA-HEIH in serum and exosomes as a potential biomarker in the HCV-related hepatocellular carcinoma
- (2018) Chun Zhang et al. Cancer Biomarkers
- Serum Exosomal Long Noncoding RNAsENSG00000258332.1andLINC00635for the Diagnosis and Prognosis of Hepatocellular Carcinoma
- (2018) Hong Xu et al. CANCER EPIDEMIOLOGY BIOMARKERS & PREVENTION
- Exosomal zinc transporter ZIP4 promotes cancer growth and is a novel diagnostic biomarker for pancreatic cancer
- (2018) Haoyi Jin et al. CANCER SCIENCE
- Plasma Exosomes Contribute to Microvascular Damage in Diabetic Retinopathy by Activating the Classical Complement Pathway
- (2018) Chao Huang et al. DIABETES
- Potential roles of tumor-derived exosomes in angiogenesis
- (2018) Nils Ludwig et al. EXPERT OPINION ON THERAPEUTIC TARGETS
- Primary tumor-derived exosomes facilitate metastasis by regulating adhesion of circulating tumor cells via SMAD3 in liver cancer
- (2018) Qihan Fu et al. ONCOGENE
- Biogenesis and function of extracellular vesicles in cancer
- (2018) Maarten P. Bebelman et al. PHARMACOLOGY & THERAPEUTICS
- Serum-based diagnostic prediction of oral submucous fibrosis using FTIR spectrometry
- (2018) Vertika Rai et al. SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY
- Tumor-derived exosomal miR-1247-3p induces cancer-associated fibroblast activation to foster lung metastasis of liver cancer
- (2018) Tian Fang et al. Nature Communications
- Serum and exosome long non coding RNAs as potential biomarkers for hepatocellular carcinoma
- (2018) Li Sun et al. Journal of Cancer
- Snail-overexpressing Cancer Cells Promote M2-Like Polarization of Tumor-Associated Macrophages by Delivering MiR-21-Abundant Exosomes
- (2018) Chia-Hsin Hsieh et al. NEOPLASIA
- None of us is the same as all of us: resolving the heterogeneity of extracellular vesicles using single-vesicle, nanoscale characterization with resonance enhanced atomic force microscope infrared spectroscopy (AFM-IR)
- (2018) Sally Yunsun Kim et al. Nanoscale Horizons
- Development and validation of serum exosomal microRNAs as diagnostic and prognostic biomarkers for hepatocellular carcinoma
- (2018) Xiaofeng Xue et al. JOURNAL OF CELLULAR BIOCHEMISTRY
- Role of hypoxia-induced exosomes in tumor biology
- (2018) Chuchu Shao et al. Molecular Cancer
- Circulating exosomal noncoding RNAs as prognostic biomarkers in human hepatocellular carcinoma
- (2018) Yu Rim Lee et al. INTERNATIONAL JOURNAL OF CANCER
- Infrared spectroscopic characterization of monocytic microvesicles (microparticles) released upon lipopolysaccharide stimulation
- (2017) Joonsup Lee et al. FASEB JOURNAL
- Serum extracellular vesicles contain protein biomarkers for primary sclerosing cholangitis and cholangiocarcinoma
- (2017) Ander Arbelaiz et al. HEPATOLOGY
- Extracellular vesicles in liver disease and potential as biomarkers and therapeutic targets
- (2017) Gyongyi Szabo et al. Nature Reviews Gastroenterology & Hepatology
- Identification of Four Oxidative Stress-Responsive MicroRNAs, miR-34a-5p, miR-1915-3p, miR-638, and miR-150-3p, in Hepatocellular Carcinoma
- (2017) Yong Wan et al. Oxidative Medicine and Cellular Longevity
- Dysregulation of miR-638 in hepatocellular carcinoma and its clinical significance
- (2017) Jiwen Cheng et al. Oncology Letters
- Progress in Exosome Isolation Techniques
- (2017) Pin Li et al. Theranostics
- Diagnostic value of prothrombin induced by the absence of vitamin K or antagonist-II (PIVKA-II) for early stage HBV related hepatocellular carcinoma
- (2017) Xiumei Wang et al. Infectious Agents and Cancer
- WNT1 Gene from WNT Signaling Pathway Is a Direct Target of miR-122 in Hepatocellular Carcinoma
- (2016) Zeinab Ahsani et al. APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY
- Exosomal Proteins as Diagnostic Biomarkers in Lung Cancer
- (2016) Birgitte Sandfeld-Paulsen et al. Journal of Thoracic Oncology
- Nano-mechanical signature of brain tumours
- (2016) Gabriele Ciasca et al. Nanoscale
- Loss of miR-638 promotes invasion and epithelial-mesenchymal transition by targeting SOX2 in hepatocellular carcinoma
- (2016) Yu Zhang et al. ONCOLOGY REPORTS
- Physicochemical Biomolecular Insights into Buffalo Milk-Derived Nanovesicles
- (2015) Vijay Simha Baddela et al. APPLIED BIOCHEMISTRY AND BIOTECHNOLOGY
- Identification of a bona fide microRNA biomarker in serum exosomes that predicts hepatocellular carcinoma recurrence after liver transplantation
- (2015) K Sugimachi et al. BRITISH JOURNAL OF CANCER
- Exosome isolation: a microfluidic road-map
- (2015) A. Liga et al. LAB ON A CHIP
- 3D plasmonic nanobowl platform for the study of exosomes in solution
- (2015) Changwon Lee et al. Nanoscale
- Paclitaxel is incorporated by mesenchymal stromal cells and released in exosomes that inhibit in vitro tumor growth: A new approach for drug delivery
- (2014) Luisa Pascucci et al. JOURNAL OF CONTROLLED RELEASE
- Label-free detection and molecular profiling of exosomes with a nano-plasmonic sensor
- (2014) Hyungsoon Im et al. NATURE BIOTECHNOLOGY
- Implications of biomarkers in human hepatocellular carcinoma pathogenesis and therapy
- (2014) Li-Li Han WORLD JOURNAL OF GASTROENTEROLOGY
- Comparison osteopontin vs AFP for the diagnosis of HCC: A meta-analysis
- (2014) Hao-Guang Wan et al. Clinics and Research in Hepatology and Gastroenterology
- Biogenesis of extracellular vesicles (EV): exosomes, microvesicles, retrovirus-like vesicles, and apoptotic bodies
- (2013) Johnny C. Akers et al. JOURNAL OF NEURO-ONCOLOGY
- miR-122 Regulates Tumorigenesis in Hepatocellular Carcinoma by Targeting AKT3
- (2013) Rounak Nassirpour et al. PLoS One
- Clinical Significance of AFP and PIVKA-II Responses for Monitoring Treatment Outcomes and Predicting Prognosis in Patients with Hepatocellular Carcinoma
- (2013) Hana Park et al. Biomed Research International
- Melanoma exosomes educate bone marrow progenitor cells toward a pro-metastatic phenotype through MET
- (2012) Héctor Peinado et al. NATURE MEDICINE
- Membrane vesicles, current state-of-the-art: emerging role of extracellular vesicles
- (2011) Bence György et al. CELLULAR AND MOLECULAR LIFE SCIENCES
- Long noncoding RNA high expression in hepatocellular carcinoma facilitates tumor growth through enhancer of zeste homolog 2 in humans
- (2011) Fu Yang et al. HEPATOLOGY
- Expression of hepcidin and other iron-regulatory genes in human hepatocellular carcinoma and its clinical implications
- (2009) Hsi-Huang Tseng et al. JOURNAL OF CANCER RESEARCH AND CLINICAL ONCOLOGY
- Fourier Transform Infrared (FTIR) Spectroscopy of Biological Tissues
- (2008) Zanyar Movasaghi et al. APPLIED SPECTROSCOPY REVIEWS
- FTIR-based spectroscopic analysis in the identification of clinically aggressive prostate cancer
- (2008) M J Baker et al. BRITISH JOURNAL OF CANCER
Become a Peeref-certified reviewer
The Peeref Institute provides free reviewer training that teaches the core competencies of the academic peer review process.
Get StartedAsk a Question. Answer a Question.
Quickly pose questions to the entire community. Debate answers and get clarity on the most important issues facing researchers.
Get Started