TY - JOUR
T1 - Sensing Biomechanical Alterations in Red Blood Cells of Type 1 Diabetes Patients: Potential Markers for Microvascular Complications
AU - Di, Santo R.
AU - Niccolini, Benedetta
AU - Rizzi, Alessandro
AU - Bertini, L.
AU - Marafon, D. P.
AU - Vaccaro, M.
AU - Cristallo, F.
AU - Rosa, E.
AU - Tartaglione, L.
AU - Leo, L.
AU - De Spirito, Marco
AU - Ciasca, Gabriele
AU - Pitocco, Dario
PY - 2024
Y1 - 2024
N2 - In physiological conditions, red blood cells (RBCs) demonstrate remarkable deformability, allowing them to undergo considerable deformation when passing through the microcirculation. However, this deformability is compromised in Type 1 diabetes mellitus (T1DM) and related pathological conditions. This study aims to investigate the biomechanical properties of RBCs in T1DM patients, focusing on identifying significant mechanical alterations associated with microvascular complications (MCs). We conducted a case-control study involving 38 T1DM subjects recruited from the Diabetes Care Unit at Fondazione Policlinico Gemelli Hospital, comprising 22 without MCs (control group) and 16 with MCs (pathological group). Atomic Force Microscopy was employed to assess RBC biomechanical properties in a liquid environment. We observed significant RBC stiffening in individuals with MCs, particularly during large indentations that mimic microcirculatory deformations. Univariate analysis unveiled significant differences in RBC stiffness (median difference 0.0006 N/m, p = 0.012) and RBC counts (median difference -0.39 x 1012/L, p = 0.009) between the MC and control groups. Bivariate logistic regression further demonstrated that combining these parameters could effectively discriminate between MC and non-MC conditions, achieving an AUC of 0.82 (95% CI: 0.67-0.97). These findings reveal the potential of RBC biomechanical properties as diagnostic and monitoring tools in diabetes research. Exploring RBC mechanical alterations may lead to the development of novel biomarkers, which, in combination with clinical markers, could facilitate the early diagnosis of diabetes-related complications.
AB - In physiological conditions, red blood cells (RBCs) demonstrate remarkable deformability, allowing them to undergo considerable deformation when passing through the microcirculation. However, this deformability is compromised in Type 1 diabetes mellitus (T1DM) and related pathological conditions. This study aims to investigate the biomechanical properties of RBCs in T1DM patients, focusing on identifying significant mechanical alterations associated with microvascular complications (MCs). We conducted a case-control study involving 38 T1DM subjects recruited from the Diabetes Care Unit at Fondazione Policlinico Gemelli Hospital, comprising 22 without MCs (control group) and 16 with MCs (pathological group). Atomic Force Microscopy was employed to assess RBC biomechanical properties in a liquid environment. We observed significant RBC stiffening in individuals with MCs, particularly during large indentations that mimic microcirculatory deformations. Univariate analysis unveiled significant differences in RBC stiffness (median difference 0.0006 N/m, p = 0.012) and RBC counts (median difference -0.39 x 1012/L, p = 0.009) between the MC and control groups. Bivariate logistic regression further demonstrated that combining these parameters could effectively discriminate between MC and non-MC conditions, achieving an AUC of 0.82 (95% CI: 0.67-0.97). These findings reveal the potential of RBC biomechanical properties as diagnostic and monitoring tools in diabetes research. Exploring RBC mechanical alterations may lead to the development of novel biomarkers, which, in combination with clinical markers, could facilitate the early diagnosis of diabetes-related complications.
KW - Atomic Force Microscopy
KW - biomarkers
KW - biomechanics
KW - blood biochemistry
KW - diabetes
KW - microvascular complications
KW - red blood cells
KW - Atomic Force Microscopy
KW - biomarkers
KW - biomechanics
KW - blood biochemistry
KW - diabetes
KW - microvascular complications
KW - red blood cells
UR - https://publicatt.unicatt.it/handle/10807/313180
UR - https://www.scopus.com/inward/citedby.uri?partnerID=HzOxMe3b&scp=85213465040&origin=inward
UR - https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85213465040&origin=inward
U2 - 10.3390/bios14120587
DO - 10.3390/bios14120587
M3 - Article
SN - 2079-6374
VL - 14
SP - N/A-N/A
JO - Biosensors
JF - Biosensors
IS - 12
ER -