ArticlePloS one2021
Whole blood viscosity is associated with extrahepatic metastases and survival in patients with hepatocellular carcinoma.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 9 papers.
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Who cites it
9 citing papers in PubMed, 16 citations in OpenAlex.
- Vasculopathy as a mechanical barrier to cancer spread: Clinical evidence and a rheology-based model in lung cancer and other solid tumors.Translational oncology · 2026Article
- A leakage-controlled machine learning framework for postprandial triglyceride phenotyping using synthetic clinical data.Scientific reports · 2026Article
- Evaluation of Inflammatory Markers (PV, ESR, CRP) in the Early Diagnosis of Cancer and Their Relationship With Survival Rate.Archives of Razi Institute · 2025Article
- Review
- Circulating Tumor Microenvironment in Metastasis.Cancer research · 2025Review
- Decoding Metastasis: From Cell Death to Fusion in Cancer Progression.Current cancer drug targets · 2025Review
- [Ethiology, risk factors and Whole blood viscosity index in thromboembolic venous disease].Revista medica del Instituto Mexicano del Seguro Social · 2023Observational
- Cancer-on-a-Chip: Models for Studying Metastasis.Cancers · 2022Review
- The interplay between physical cues and mechanosensitive ion channels in cancer metastasis.Frontiers in cell and developmental biology · 2022Review
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Whole blood viscosity (WBV) is increased in cancer patients and associated with the advanced stage with systemic metastases. However, relevance of WBV in hepatocellular carcinoma (HCC) remains unclear. This pilot study included a discovery cohort of 148 treatment-naïve HCC patients with preserved liver function, and a validation cohort of 33 treatment-experienced HCC patients with nivolumab. Systolic and diastolic WBV was measured using an automated scanning capillary tube viscometer at diagnosis or before the nivolumab treatment. Extrahepatic metastases were observed in 15 treatment-naïve patients (11.3%) at diagnosis. Portal vein tumor thrombosis (PVTT), tumor size, number of tumors, and systolic/diastolic WBV were factors associated with extrahepatic metastases. Systolic WBV and diastolic WBV were significantly increased in patients with metastases compared with patients without metastases. Multivariate logistic regression showed that high diastolic WBV > 16 cP was an independent factor associated with metastases. Notably, patients who developed extrahepatic metastases during the observation period among patients without metastases at diagnosis had higher diastolic WBV initially. Patients with high diastolic WBV had poor survival, and multivariate Cox regression analyses showed high diastolic WBV was an independent risk factor for poor survival with the Child-Pugh B7 and PVTT. High diastolic WBV also predicted poor survival in patients with low alpha-fetoprotein (AFP) and proteins induced by vitamin K antagonist-II (PIVKA-II) levels. In 33 nivolumab-treated patients, high diastolic WBV before the treatment was also tended to be associated with overall and progression-free survival. Our study is the first in which high WBV is associated with the distant metastases and survival in patients with HCC, but future prospective, large cohort studies are necessary to validate the results.
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