Fractal dimension (df) as a new structural biomarker of clot microstructure in different stages of lung cancer

被引:32
作者
Davies, Nia Anne [1 ,2 ]
Harrison, Nicholas Kim [1 ,3 ]
Morris, Roger H. Keith [4 ]
Noble, Simon [5 ]
Lawrence, Matthew James [1 ,2 ]
D'Silva, Lindsay Antonio [1 ,2 ]
Broome, Laura [1 ,2 ]
Brown, Martin Rowan [6 ]
Hawkins, Karl M. [1 ]
Williams, Phylip Rhodri [6 ]
Davidson, Simon [7 ]
Evans, Phillip Adrian [1 ,2 ]
机构
[1] Swansea Univ, Coll Med, Swansea, W Glam, Wales
[2] Morriston Hosp, ABMU Hlth Board, NISCHR Haemostasis Biomed Res Unit, Swansea SA6 6NL, W Glam, Wales
[3] Morriston Hosp, ABMU Hlth Board, Resp Unit, Swansea SA6 6NL, W Glam, Wales
[4] Cardiff Metropolitan Univ, Sch Appl Sci, Cardiff, S Glam, Wales
[5] Cardiff Univ, Sch Med, Cardiff CF10 3AX, S Glam, Wales
[6] Swansea Univ, Coll Engn, Swansea, W Glam, Wales
[7] Royal Brompton & Harefield NHS Fdn Trust, Royal Brompton Hosp, Dept Haematol, London, England
基金
英国工程与自然科学研究理事会;
关键词
Lung cancer; venous thromboembolism; risk assessment; biomarker; fractal; CROSS-LINKING POLYMER; VENOUS THROMBOEMBOLISM; PULMONARY-EMBOLISM; UROKINASE UPA; GEL POINT; FIBRIN; THROMBOSIS; INFLAMMATION; RISK; PATHOPHYSIOLOGY;
D O I
10.1160/TH15-04-0357
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Venous thromboembolism (VTE) is common in cancer patients, and is the second commonest cause of death associated with the disease. Patients with chronic inflammation, such as cancer, have been shown to have pathological clot structures with modulated mechanical properties. Fractal dimension (d(f)) is a new technique which has been shown to act as a marker of the microstructure and mechanical properties of blood clots, and can be performed more readily than current methods such as scanning electron microscopy (SEM). We measured d(f) in 87 consecutive patients with newly diagnosed lung cancer prior to treatment and 47 matched-controls. Mean group values were compared for all patients with lung cancer vs controls and for limited disease vs extensive disease. Results were compared with conventional markers of coagulation, fibrinolysis and SEM images. Significantly higher values of df were observed in lung cancer patients compared with controls and patients with extensive disease had higher values than those with limited disease (p<0.05), whilst conventional markers failed to distinguish between these groups. The relationship between d(f) of the incipient clot and mature clot microstructure was confirmed by SEM and computational modelling: higher d(f) was associated with highly dense clots formed of smaller fibrin fibres in lung cancer patients compared to controls. This study demonstrates that d(f) is a sensitive technique which quantifies the structure and mechanical properties of blood clots in patients with lung cancer. Our data suggests that d(f) has the potential to identify patients with an abnormal clot microstructure and greatest VTE risk.
引用
收藏
页码:1251 / 1259
页数:9
相关论文
共 48 条
[1]   Laboratory investigation of hypercoagulability in cancer patients using rotation thrombelastography [J].
Akay, O. Meltem ;
Ustuner, Zeki ;
Canturk, Zerrin ;
Mutlu, Fezan Sahin ;
Gulbas, Zafer .
MEDICAL ONCOLOGY, 2009, 26 (03) :358-364
[2]  
Andreasen PA, 1997, INT J CANCER, V72, P1, DOI 10.1002/(SICI)1097-0215(19970703)72:1<1::AID-IJC1>3.0.CO
[3]  
2-Z
[4]   High D-dimer levels are associated with poor prognosis in cancer patients [J].
Ay, Cihan ;
Dunkler, Daniela ;
Pirker, Robert ;
Thaler, Johannes ;
Quehenberger, Peter ;
Wagner, Oswald ;
Zielinski, Christoph ;
Pabinger, Ingrid .
HAEMATOLOGICA-THE HEMATOLOGY JOURNAL, 2012, 97 (08) :1158-1164
[5]   Inflammation and cancer: back to Virchow? [J].
Balkwill, F ;
Mantovani, A .
LANCET, 2001, 357 (9255) :539-545
[6]  
BICK RL, 1978, SEMIN THROMB HEMOST, V5, P1
[7]   Malignancies, prothrombotic mutations, and the risk of venous thrombosis [J].
Blom, JW ;
Doggen, CJM ;
Osanto, S ;
Rosendaal, FR .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2005, 293 (06) :715-722
[8]   Fractal discrimination of random fractal aggregates and its application in biomarker analysis for blood coagulation [J].
Brown, M. R. ;
Curtis, D. J. ;
Rees, P. ;
Summers, H. D. ;
Hawkins, K. ;
Evans, P. A. ;
Williams, P. R. .
CHAOS SOLITONS & FRACTALS, 2012, 45 (08) :1025-1032
[9]   Current and Former Smoking and Risk for Venous Thromboembolism: A Systematic Review and Meta-Analysis [J].
Cheng, Yun-Jiu ;
Liu, Zhi-Hao ;
Yao, Feng-Juan ;
Zeng, Wu-Tao ;
Zheng, Dong-Dan ;
Dong, Yu-Gang ;
Wu, Su-Hua .
PLOS MEDICINE, 2013, 10 (09)
[10]   The incidence of venous thromboembolism among patients with primary lung cancer [J].
Chew, H. K. ;
Davies, A. M. ;
Wun, T. ;
Harvey, D. ;
Zhou, H. ;
White, R. H. .
JOURNAL OF THROMBOSIS AND HAEMOSTASIS, 2008, 6 (04) :601-608