TY - JOUR
T1 - Disease-specific protein corona sensor arrays may have disease detection capacity
AU - Caracciolo, Giulio
AU - Safavi-Sohi, Reihaneh
AU - Malekzadeh, Reza
AU - Poustchi, Hossein
AU - Vasighi, Mahdi
AU - Zenezini Chiozzi, Riccardo
AU - Capriotti, Anna Laura
AU - Laganà, Aldo
AU - Hajipour, Mohammad
AU - Di Domenico, Marina
AU - Di Carlo, Angelina
AU - Caputo, Damiano
AU - Aghaverdi, Haniyeh
AU - Papi, Massimiliano
AU - Palmieri, Valentina
AU - Santoni, Angela
AU - Palchetti, Sara
AU - Digiacomo, Luca
AU - Pozzi, Daniela
AU - Suslick, Kenneth S.
AU - Mahmoudi, Morteza
N1 - Publisher Copyright:
© 2019 The Royal Society of Chemistry.
PY - 2019/9
Y1 - 2019/9
N2 - The earlier any catastrophic disease (e.g., cancer) is diagnosed, the more likely it can be treated, providing improved patient prognosis, extended survival and better quality of life. In early 2014, we revealed that various types of disease can substantially affect the composition/profile of protein corona (i.e., a layer of biomolecules that forms at the surface of nanoparticles upon their interactions with biological fluids). Here, by combining the concepts of disease-specific protein corona and sensor array technology we developed a platform with disease detection capacity using blood plasma. Our sensor array consists of three cross-reactive liposomes, with distinct lipid composition and surface charge. Rather than detecting a specific biomarker, the sensor array provides pattern recognition of the corona protein composition adsorbed on the liposomes. As a feasibility study, sensor array validation was performed using plasma samples obtained from patients diagnosed with five different cancer types (i.e. lung cancer, glioblastoma, meningioma, myeloma, and pancreatic cancer) and a control group of healthy donors. Although no single corona composition is specific for any one cancer type, overlapping but distinct patterns of the corona composition constitutes a unique "fingerprint" for each type of cancer (with a high classification accuracy, i.e. 99.4%). To finally probe the capacity of this sensor array for early detection of cancers, we used cohort plasma obtained from healthy people who were subsequently diagnosed several years after plasma collection with lung, brain, and pancreatic cancers. Our results suggest that the disease-specific protein corona sensor array will not only be instrumental in the screening, detection, and identification of diseases, but may also help identify novel protein pattern markers whose role in disease development and/or disease biology has not been appreciated so far.
AB - The earlier any catastrophic disease (e.g., cancer) is diagnosed, the more likely it can be treated, providing improved patient prognosis, extended survival and better quality of life. In early 2014, we revealed that various types of disease can substantially affect the composition/profile of protein corona (i.e., a layer of biomolecules that forms at the surface of nanoparticles upon their interactions with biological fluids). Here, by combining the concepts of disease-specific protein corona and sensor array technology we developed a platform with disease detection capacity using blood plasma. Our sensor array consists of three cross-reactive liposomes, with distinct lipid composition and surface charge. Rather than detecting a specific biomarker, the sensor array provides pattern recognition of the corona protein composition adsorbed on the liposomes. As a feasibility study, sensor array validation was performed using plasma samples obtained from patients diagnosed with five different cancer types (i.e. lung cancer, glioblastoma, meningioma, myeloma, and pancreatic cancer) and a control group of healthy donors. Although no single corona composition is specific for any one cancer type, overlapping but distinct patterns of the corona composition constitutes a unique "fingerprint" for each type of cancer (with a high classification accuracy, i.e. 99.4%). To finally probe the capacity of this sensor array for early detection of cancers, we used cohort plasma obtained from healthy people who were subsequently diagnosed several years after plasma collection with lung, brain, and pancreatic cancers. Our results suggest that the disease-specific protein corona sensor array will not only be instrumental in the screening, detection, and identification of diseases, but may also help identify novel protein pattern markers whose role in disease development and/or disease biology has not been appreciated so far.
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U2 - 10.1039/c9nh00097f
DO - 10.1039/c9nh00097f
M3 - Article
AN - SCOPUS:85071184931
SN - 2055-6756
VL - 4
SP - 1063
EP - 1076
JO - Nanoscale Horizons
JF - Nanoscale Horizons
IS - 5
ER -