Predicting cancer cell invasion by single-cell physical phenotyping

KD Nyberg, SL Bruce, AV Nguyen, CK Chan… - Integrative …, 2018 - academic.oup.com
The physical properties of cells are promising biomarkers for cancer diagnosis and
prognosis. Here we determine the physical phenotypes that best distinguish human cancer …

Multiparametric biomechanical and biochemical phenotypic profiling of single cancer cells using an elasticity microcytometer

S Hu, G Liu, W Chen, X Li, W Lu, RHW Lam, J Fu - small, 2016 - Wiley Online Library
Deep phenotyping of single cancer cells is of critical importance in the era of precision
medicine to advance understanding of relationships between gene mutation and cell …

Single-cell morphology encodes metastatic potential

PH Wu, DM Gilkes, JM Phillip, A Narkar… - Science …, 2020 - science.org
A central goal of precision medicine is to predict disease outcomes and design treatments
based on multidimensional information from afflicted cells and tissues. Cell morphology is …

Multiparameter mechanical and morphometric screening of cells

M Masaeli, D Gupta, S O'Byrne, HTK Tse, DR Gossett… - Scientific reports, 2016 - nature.com
We introduce a label-free method to rapidly phenotype and classify cells purely based on
physical properties. We extract 15 biophysical parameters from cells as they deform in a …

Quantitative deformability cytometry: rapid, calibrated measurements of cell mechanical properties

KD Nyberg, KH Hu, SH Kleinman, DB Khismatullin… - Biophysical journal, 2017 - cell.com
Advances in methods that determine cell mechanical phenotype, or mechanotype, have
demonstrated the utility of biophysical markers in clinical and research applications ranging …

Mechanical stiffness grades metastatic potential in patient tumor cells and in cancer cell lines

V Swaminathan, K Mythreye, ET O'Brien, A Berchuck… - Cancer research, 2011 - AACR
Cancer cells are defined by their ability to invade through the basement membrane, a critical
step during metastasis. While increased secretion of proteases, which facilitates degradation …

Triangular correlation (TrC) between cancer aggressiveness, cell uptake capability, and cell deformability

Y Brill-Karniely, D Dror, T Duanis-Assaf, Y Goldstein… - Science …, 2020 - science.org
The malignancy potential is correlated with the mechanical deformability of the cancer cells.
However, mechanical tests for clinical applications are limited. We present here a Triangular …

Mechanomics biomarker for cancer cells unidentifiable through morphology and elastic modulus

H Wang, H Zhang, B Da, D Lu, R Tamura, K Goto… - Nano Letters, 2021 - ACS Publications
Cellular mechanical properties are potential cancer biomarkers used for objective cytology
to replace the current subjective method relying on cytomorphology. However, heterogeneity …

A deformability-based biochip for precise label-free stratification of metastatic subtypes using deep learning

H Hua, S Zou, Z Ma, W Guo, CY Fong… - Microsystems & …, 2023 - nature.com
Cellular deformability is a promising biomarker for evaluating the physiological state of cells
in medical applications. Microfluidics has emerged as a powerful technique for measuring …

Altered physical phenotypes of leukemia cells that survive chemotherapy treatment

C Ly, H Ogana, HN Kim, S Hurwitz, EJ Deeds… - Integrative …, 2023 - academic.oup.com
The recurrence of cancer following chemotherapy treatment is a major cause of death
across solid and hematologic cancers. In B-cell acute lymphoblastic leukemia (B-ALL) …