TY - JOUR
T1 - Patient-Derived Extracellular Vesicles Proteins as New Biomarkers in Multiple Myeloma - A Real-World Study
AU - Ferreira, Bruna Velosa
AU - Carneiro, Emilie Arnault
AU - Pestana, Carolina
AU - Barahona, Filipa
AU - Caetano, Joana
AU - Lopes, Raquel
AU - Lúcio, Paulo
AU - Neves, Manuel
AU - Beck, Hans Christian
AU - Carvalho, Ana Sofia
AU - Matthiesen, Rune
AU - Costa-Silva, Bruno
AU - João, Cristina
N1 - Funding Information:
This research was funded by the Champalimaud Foundation; by the Fundação para a Ciência e Tecnologia – FCT (Research Grant PTDC/MEC-HEM/30315/2017) and by Sociedade Portuguesa de Hematologia -SPH (Initiation to Investigation Grant 2018).
PY - 2022/6/21
Y1 - 2022/6/21
N2 - Multiple myeloma (MM) is a hematological malignancy of clonal antibody–secreting plasma cells (PCs). MM diagnosis and risk stratification rely on bone marrow (BM) biopsy, an invasive procedure prone to sample bias. Liquid biopsies, such as extracellular vesicles (EV) in peripheral blood (PB), hold promise as new minimally invasive tools. Real-world studies analyzing patient-derived EV proteome are rare. Here, we characterized a small EV protein content from PB and BM samples in a cohort of 102 monoclonal gammopathies patients routinely followed in the clinic and 223 PB and 111 BM samples were included. We investigated whether EV protein and particle concentration could predict an MM patient prognosis. We found that a high EV protein/particle ratio, or EV cargo >0.6 µg/108 particles, is related to poorer survival and immune dysfunction. These results were supported at the protein level by mass spectrometry. We report a set of PB EV-proteins (PDIA3, C4BPA, BTN1A1, and TNFSF13) with a new biomarker potential for myeloma patient outcomes. The high proteomic similarity between PB and BM matched pairs supports the use of circulating EV as a counterpart of the BM EV proteome. Overall, we found that the EV protein content is related to patient outcomes, such as survival, immune dysfunction, and possibly treatment response.
AB - Multiple myeloma (MM) is a hematological malignancy of clonal antibody–secreting plasma cells (PCs). MM diagnosis and risk stratification rely on bone marrow (BM) biopsy, an invasive procedure prone to sample bias. Liquid biopsies, such as extracellular vesicles (EV) in peripheral blood (PB), hold promise as new minimally invasive tools. Real-world studies analyzing patient-derived EV proteome are rare. Here, we characterized a small EV protein content from PB and BM samples in a cohort of 102 monoclonal gammopathies patients routinely followed in the clinic and 223 PB and 111 BM samples were included. We investigated whether EV protein and particle concentration could predict an MM patient prognosis. We found that a high EV protein/particle ratio, or EV cargo >0.6 µg/108 particles, is related to poorer survival and immune dysfunction. These results were supported at the protein level by mass spectrometry. We report a set of PB EV-proteins (PDIA3, C4BPA, BTN1A1, and TNFSF13) with a new biomarker potential for myeloma patient outcomes. The high proteomic similarity between PB and BM matched pairs supports the use of circulating EV as a counterpart of the BM EV proteome. Overall, we found that the EV protein content is related to patient outcomes, such as survival, immune dysfunction, and possibly treatment response.
KW - biomarkers
KW - extracellular vesicles (EV)
KW - liquid biopsy
KW - multiple myeloma
KW - protein
UR - http://www.scopus.com/inward/record.url?scp=85133670681&partnerID=8YFLogxK
U2 - 10.3389/fonc.2022.860849
DO - 10.3389/fonc.2022.860849
M3 - Article
C2 - 35800053
AN - SCOPUS:85133670681
SN - 2234-943X
VL - 12
JO - Frontiers in Oncology
JF - Frontiers in Oncology
M1 - 860849
ER -