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Updated: Oct 15, 2026

Automated Quantification of Hematopoietic Cell – Stromal Cell Interactions in Histological Images of Undecalcified Bone
Published on: April 8, 2015
Quantifying the biophysical properties of stomatocytes in health and disease
Zhaojie Chai1, Jianlu Zheng2, He Li3
1Division of Applied Mathematics, Brown University, Providence, Rhode Island, United States.
Abstract:
Hereditary stomatocytosis (HSt) comprises red blood cell (RBC) disorders characterized by cup-shaped erythrocytes that share a nominal morphology yet respond oppositely to splenectomy: the procedure is often curative in overhydrated HSt (OHS) and intermediate phenotypes but can precipitate life-threatening thromboembolism in dehydrated HSt (DHS/xerocytosis). This "splenectomy paradox" persists because clinicians cannot predict which patients will benefit. A central obstacle is that RBC biomechanics is governed by several partly independent parameters-membrane shear modulus (μ), bending rigidity (kc), surface-to-volume ratio (S/V), and cytoplasmic viscosity (ηcyto)-that existing assays capture only piecemeal. Here we present an in silico dissipative particle dynamics (DPD) study that constructs a control discocyte (CTR-RBC) and three stomatocyte models (ST-RBC1-3) at fixed membrane area (A0 = 132.9 μm2) and decreasing volume (V = 109.7, 101.5, 89.8 fL), spanning the OHS-to-DHS hydration range. Lacking direct membrane-mechanics data for HSt, we anchor the models to published HSt morphometry, to mechanical measurements on healthy and simulated stomatocytic cells, and to matched brightfield imaging of cup-shaped RBCs used solely as a morphological reference. Tracing this single parameter set through five mechanically orthogonal assays, we find that interendothelial-slit (IES) traversal is geometry-dominated: overhydrated ST-RBC1 requires roughly an order of magnitude higher critical pressure than CTR-RBC, whereas dehydrated ST-RBC3 passes freely. ST-RBC3 nonetheless suppresses membrane tank-treading and raises low-shear whole-blood viscosity by ∼25% at physiological haematocrit, comparable to the hyperviscosity of Gaucher-disease blood. A funnel-obstacle chip amplifies these differences into a label-free centerline-offset signal predicted to separate all four RBC types (∼4.5σ between the extreme phenotypes). Together, these results unite single-cell mechanics, splenic filtration, and hemorheology in one framework, offer a mechanical account of the OHS-versus-DHS splenectomy paradox, and point toward a microfluidic route to pre-operative risk stratification in HSt.

