Skip to main content
Top
Published in: Cardiovascular Ultrasound 1/2012

Open Access 01-12-2012 | Technical notes

Quantification of echodensities in tuberculous pericardial effusion using fractal geometry: a proof of concept study

Authors: Mpiko Ntsekhe, Bongani M Mayosi, Tawanda Gumbo

Published in: Cardiovascular Ultrasound | Issue 1/2012

Login to get access

Abstract

Background

The purpose of this study was to quantify the heterogeneous distribution of echodensities in the pericardial fluid of patients with tuberculous pericarditis using echocardiography and fractal analysis, and to determine whether there were differences in the fractal dimensions of effusive-constrictive and effusive non-constrictive disease.

Methods

We used fractal geometry to quantify the echocardiographic densities in patients who were enrolled in the I nvestigation of the M anagement of P ericarditis i n Africa (IMPI Africa) Registry. Sub-costal and four chamber images were included in the analysis if a minimum of two clearly identified fibrin strands were present and the quality of the images were of a standard which allowed for accurate measurement of the fractal dimension. The fractal dimension was calculated as follows: Df = limlog N(s)/[log (l/s)], where Df is the box counting fractal dimension of the fibrin strand, s is the side length of the box and N(s) is the smallest number of boxes of side length s to cover the outline of the object being measured. We compared the fractal dimension of echocardiographic findings in patients with effusive constrictive pericarditis to effusive non-constrictive pericardial effusion using the non-parametric Mann–Whitney test.

Results

Of the 14 echocardiographs from 14 participants that were selected for the study, 42.8% (6/14) of images were subcostal views while 57.1% (8/14) were 4-chamber views. Eight of the patients had tuberculous effusive constrictive pericarditis while 6 had tuberculous effusive non-constrictive pericarditis. The mean fractal dimension Df was 1.325 with a standard deviation (SD) of 0.146. The measured fibrin strand dimension exceeded the topological dimension in all the images over the entire range of grid scales with a correlation coefficient (r2) greater than 0.8 in the majority. The fractal dimension of echodensities was 1.359 ± 0.199 in effusive constrictive pericarditis compared to 1.330 ± 0.166 in effusive non-constrictive pericarditis (p = 0.595).

Conclusions

The echocardiographic densities in tuberculous pericardial effusion have a fractal geometrical dimension which is similar in pure effusive and effusive constrictive disease.
Appendix
Available only for authorised users
Literature
1.
go back to reference Wann S, Passen E: Echocardiography in Pericardial Disease. J Am Soc Echocardiogr. 2008, 21 (1): 7-13. 10.1016/j.echo.2007.11.003CrossRefPubMed Wann S, Passen E: Echocardiography in Pericardial Disease. J Am Soc Echocardiogr. 2008, 21 (1): 7-13. 10.1016/j.echo.2007.11.003CrossRefPubMed
2.
go back to reference Martin R, Bowden R, Filly K, Popp R: Intrapericardial abnormalities in patients with pericardial effusion. Findings by two-dimensional echocardiography. Circulation. 1980, 61 (3): 568-572. 10.1161/01.CIR.61.3.568CrossRefPubMed Martin R, Bowden R, Filly K, Popp R: Intrapericardial abnormalities in patients with pericardial effusion. Findings by two-dimensional echocardiography. Circulation. 1980, 61 (3): 568-572. 10.1161/01.CIR.61.3.568CrossRefPubMed
3.
go back to reference George S, Salama AL, Uthaman B, Cherian G: Echocardiography in differentiating tuberculous from chronic idiopathic pericardial effusion. Heart. 2004, 90 (11): 1338-1339. 10.1136/hrt.2003.020081CrossRefPubMedPubMedCentral George S, Salama AL, Uthaman B, Cherian G: Echocardiography in differentiating tuberculous from chronic idiopathic pericardial effusion. Heart. 2004, 90 (11): 1338-1339. 10.1136/hrt.2003.020081CrossRefPubMedPubMedCentral
4.
go back to reference Ku CS, Chiou KR, Lin SL, Liu CP, Chaing HT: Echocardiographic features of tuberculous pericarditis. J Chin Med Assoc. 2003, 66 (10): 613-616.PubMed Ku CS, Chiou KR, Lin SL, Liu CP, Chaing HT: Echocardiographic features of tuberculous pericarditis. J Chin Med Assoc. 2003, 66 (10): 613-616.PubMed
5.
go back to reference Falconer K: Fractal Geometry: Mathematical Foundations and Applications. Chichester: John Wiley & Sons Ltd, 1990. Falconer K: Fractal Geometry: Mathematical Foundations and Applications. Chichester: John Wiley & Sons Ltd, 1990.
6.
go back to reference Mayosi BM, Burgess LJ, Doubell AF: Tuberculous Pericarditis. Circulation. 2005, 112 (23): 3608-3616. 10.1161/CIRCULATIONAHA.105.543066CrossRefPubMed Mayosi BM, Burgess LJ, Doubell AF: Tuberculous Pericarditis. Circulation. 2005, 112 (23): 3608-3616. 10.1161/CIRCULATIONAHA.105.543066CrossRefPubMed
7.
go back to reference Syed FF, Mayosi BM: A modern approach to tuberculous pericarditis. Prog Cardiovasc Dis. 2007, 50 (3): 218-236. 10.1016/j.pcad.2007.03.002CrossRefPubMed Syed FF, Mayosi BM: A modern approach to tuberculous pericarditis. Prog Cardiovasc Dis. 2007, 50 (3): 218-236. 10.1016/j.pcad.2007.03.002CrossRefPubMed
8.
go back to reference Mayosi BM, Wiysonge CS, Ntsekhe M, Gumedze F, Volmink JA, Maartens G, Aje A, Thomas BM, Thomas KM, Awotedu AA, et al.: Mortality in patients treated for tuberculous pericarditis in sub-Saharan Africa. S Afr Med J. 2008, 98 (1): 36-40.PubMed Mayosi BM, Wiysonge CS, Ntsekhe M, Gumedze F, Volmink JA, Maartens G, Aje A, Thomas BM, Thomas KM, Awotedu AA, et al.: Mortality in patients treated for tuberculous pericarditis in sub-Saharan Africa. S Afr Med J. 2008, 98 (1): 36-40.PubMed
9.
go back to reference Osler W: Tuberculous Pericarditis. American Journal of the Medical Sciences. 1893, 105 (1): 20-36. 10.1097/00000441-189301000-00003.CrossRef Osler W: Tuberculous Pericarditis. American Journal of the Medical Sciences. 1893, 105 (1): 20-36. 10.1097/00000441-189301000-00003.CrossRef
10.
go back to reference Hinds SW, Reisner SA, Amico AF, Meltzer RS: Diagnosis of pericardial abnormalities by 2D-echo: A pathology-echocardiography correlation in 85 patients. Am Hear J. 1992, 123 (1): 143-150. 10.1016/0002-8703(92)90758-N.CrossRef Hinds SW, Reisner SA, Amico AF, Meltzer RS: Diagnosis of pericardial abnormalities by 2D-echo: A pathology-echocardiography correlation in 85 patients. Am Hear J. 1992, 123 (1): 143-150. 10.1016/0002-8703(92)90758-N.CrossRef
11.
go back to reference Martin RP, Bowden R, Filly K, Popp RL: Intrapericardial abnormalities in patients with pericardial effusion. Findings by two-dimensional echocardiography. Circulation. 1980, 61 (3): 568-572.PubMed Martin RP, Bowden R, Filly K, Popp RL: Intrapericardial abnormalities in patients with pericardial effusion. Findings by two-dimensional echocardiography. Circulation. 1980, 61 (3): 568-572.PubMed
12.
go back to reference Chia BL, Choo M, Tan A, Ee B: Echocardiographic abnormalities in tuberculous pericardial effusion. Am Heart J. 1984, 107 (5 Pt 1): 1034-1035.CrossRefPubMed Chia BL, Choo M, Tan A, Ee B: Echocardiographic abnormalities in tuberculous pericardial effusion. Am Heart J. 1984, 107 (5 Pt 1): 1034-1035.CrossRefPubMed
13.
go back to reference Maisch B, Seferovic PM, Ristic AD, Erbel R, Rienmuller R, Adler Y, Tomkowski WZ, Thiene G, Yacoub MH: Guidelines on the diagnosis and management of pericardial diseases executive summary; The Task force on the diagnosis and management of pericardial diseases of the European society of cardiology. Eur Heart J. 2004, 25 (7): 587-610.CrossRefPubMed Maisch B, Seferovic PM, Ristic AD, Erbel R, Rienmuller R, Adler Y, Tomkowski WZ, Thiene G, Yacoub MH: Guidelines on the diagnosis and management of pericardial diseases executive summary; The Task force on the diagnosis and management of pericardial diseases of the European society of cardiology. Eur Heart J. 2004, 25 (7): 587-610.CrossRefPubMed
14.
go back to reference Barbarin V, Xing Z, Delos M, Lison D, Huaux F: Pulmonary overexpression of IL-10 augments lung fibrosis and Th2 responses induced by silica particles. American Journal of Physiology - Lung Cellular and Molecular Physiology. 2005, 288 (5): L841-L848. 10.1152/ajplung.00329.2004CrossRefPubMed Barbarin V, Xing Z, Delos M, Lison D, Huaux F: Pulmonary overexpression of IL-10 augments lung fibrosis and Th2 responses induced by silica particles. American Journal of Physiology - Lung Cellular and Molecular Physiology. 2005, 288 (5): L841-L848. 10.1152/ajplung.00329.2004CrossRefPubMed
15.
go back to reference Mandelbrot BB: The Fractal Geometry of Nature. New York, 2, 1983. Mandelbrot BB: The Fractal Geometry of Nature. New York, 2, 1983.
16.
go back to reference Roca J, de Rozas JM D, Manito N, Garcia J, Rivera I, Bosch I: Pericardiocentesis: usefulness in the routine determination of intrapericardial pressure. Rev Esp Cardiol. 1989, 42 (2): 98-104.PubMed Roca J, de Rozas JM D, Manito N, Garcia J, Rivera I, Bosch I: Pericardiocentesis: usefulness in the routine determination of intrapericardial pressure. Rev Esp Cardiol. 1989, 42 (2): 98-104.PubMed
17.
go back to reference Glenny RW, Robertson HT: Fractal properties of pulmonary blood flow: characterization of spatial heterogeneity. J Appl Physiol. 1990, 69 (2): 532-545.PubMed Glenny RW, Robertson HT: Fractal properties of pulmonary blood flow: characterization of spatial heterogeneity. J Appl Physiol. 1990, 69 (2): 532-545.PubMed
18.
go back to reference Mandelbrot BB: Stochastic models for the Earth's relief, the shape and the fractal dimension of the coastlines, and the number-area rule for islands. Proc Natl Acad Sci U S A. 1975, 72 (10): 3825-3828. 10.1073/pnas.72.10.3825CrossRefPubMedPubMedCentral Mandelbrot BB: Stochastic models for the Earth's relief, the shape and the fractal dimension of the coastlines, and the number-area rule for islands. Proc Natl Acad Sci U S A. 1975, 72 (10): 3825-3828. 10.1073/pnas.72.10.3825CrossRefPubMedPubMedCentral
19.
go back to reference Hall RG, Swancutt MA, Gumbo T: Fractal geometry and the pharmacometrics of micafungin in overweight, obese, and extremely obese people. Antimicrob Agents Chemother. 2011, 55 (11): 5107-5112. 10.1128/AAC.05193-11CrossRefPubMedPubMedCentral Hall RG, Swancutt MA, Gumbo T: Fractal geometry and the pharmacometrics of micafungin in overweight, obese, and extremely obese people. Antimicrob Agents Chemother. 2011, 55 (11): 5107-5112. 10.1128/AAC.05193-11CrossRefPubMedPubMedCentral
20.
go back to reference Mayosi BM, Wiysonge CS, Ntsekhe M, Volmink JA, Gumedze F, Maartens G, Aje A, Thomas BM, Thomas KM, Awotedu AA, et al.: Clinical characteristics and initial management of patients with tuberculous pericarditis in the HIV era: the Investigation of the Management of Pericarditis in Africa (IMPI Africa) registry. BMC Infect Dis. 2006, 6: 2- 10.1186/1471-2334-6-2CrossRefPubMedPubMedCentral Mayosi BM, Wiysonge CS, Ntsekhe M, Volmink JA, Gumedze F, Maartens G, Aje A, Thomas BM, Thomas KM, Awotedu AA, et al.: Clinical characteristics and initial management of patients with tuberculous pericarditis in the HIV era: the Investigation of the Management of Pericarditis in Africa (IMPI Africa) registry. BMC Infect Dis. 2006, 6: 2- 10.1186/1471-2334-6-2CrossRefPubMedPubMedCentral
22.
go back to reference Sagrista-Sauleda J, Angel J, Sanchez A, Permanyer-Miralda G, Soler-Soler J: Effusive-constrictive pericarditis. N Engl J Med. 2004, 350 (5): 469-475. 10.1056/NEJMoa035630CrossRefPubMed Sagrista-Sauleda J, Angel J, Sanchez A, Permanyer-Miralda G, Soler-Soler J: Effusive-constrictive pericarditis. N Engl J Med. 2004, 350 (5): 469-475. 10.1056/NEJMoa035630CrossRefPubMed
23.
go back to reference Kim SH, Song JM, Jung IH, Kim MJ, Kang DH, Song JK: Initial echocardiographic characteristics of pericardial effusion determine the pericardial complications. Int J Cardiol. 2008. Kim SH, Song JM, Jung IH, Kim MJ, Kang DH, Song JK: Initial echocardiographic characteristics of pericardial effusion determine the pericardial complications. Int J Cardiol. 2008.
24.
go back to reference Alio-Bosch J, Candell-Riera J, Monge-Rangel L, Soler-Soler J: Intrapericardial echocardiographic images and cardiac constriction. Am Heart J. 1991, 121 (1 Pt 1): 207-208.CrossRefPubMed Alio-Bosch J, Candell-Riera J, Monge-Rangel L, Soler-Soler J: Intrapericardial echocardiographic images and cardiac constriction. Am Heart J. 1991, 121 (1 Pt 1): 207-208.CrossRefPubMed
25.
go back to reference Liu PY, Li YH, Tsai WC, Tsai LM, Chao TH, Yung YJ, Chen JH: Usefulness of echocardiographic intrapericardial abnormalities in the diagnosis of tuberculous pericardial effusion. Am J Cardiol. 2001, 87 (9): 1133-1135. A1110. 10.1016/S0002-9149(01)01481-3CrossRefPubMed Liu PY, Li YH, Tsai WC, Tsai LM, Chao TH, Yung YJ, Chen JH: Usefulness of echocardiographic intrapericardial abnormalities in the diagnosis of tuberculous pericardial effusion. Am J Cardiol. 2001, 87 (9): 1133-1135. A1110. 10.1016/S0002-9149(01)01481-3CrossRefPubMed
26.
go back to reference Maisel AS, Krishnaswamy P, Nowak RM, McCord J, Hollander JE, Duc P, Omland T, Storrow AB, Abraham WT, Wu AH, et al.: Rapid measurement of B-type natriuretic peptide in the emergency diagnosis of heart failure. N Engl J Med. 2002, 347 (3): 161-167. 10.1056/NEJMoa020233CrossRefPubMed Maisel AS, Krishnaswamy P, Nowak RM, McCord J, Hollander JE, Duc P, Omland T, Storrow AB, Abraham WT, Wu AH, et al.: Rapid measurement of B-type natriuretic peptide in the emergency diagnosis of heart failure. N Engl J Med. 2002, 347 (3): 161-167. 10.1056/NEJMoa020233CrossRefPubMed
27.
go back to reference Cross SS, Cotton DW: The fractal dimension may be a useful morphometric discriminant in histopathology. J Pathol. 1992, 166 (4): 409-411. 10.1002/path.1711660414CrossRefPubMed Cross SS, Cotton DW: The fractal dimension may be a useful morphometric discriminant in histopathology. J Pathol. 1992, 166 (4): 409-411. 10.1002/path.1711660414CrossRefPubMed
28.
go back to reference Takeda T, Ishikawa A, Ohtomo K, Kobayashi Y, Matsuoka T: Fractal dimension of dendritic tree of cerebellar Purkinje cell during onto- and phylogenetic development. Neurosci Res. 1992, 13 (1): 19-31. 10.1016/0168-0102(92)90031-7CrossRefPubMed Takeda T, Ishikawa A, Ohtomo K, Kobayashi Y, Matsuoka T: Fractal dimension of dendritic tree of cerebellar Purkinje cell during onto- and phylogenetic development. Neurosci Res. 1992, 13 (1): 19-31. 10.1016/0168-0102(92)90031-7CrossRefPubMed
29.
go back to reference Tomas J, Santafe M, Fenoll R, Mayayo E, Batlle J, Lanuza A, Piera V: Pattern of arborization of the motor nerve terminals in the fast and slow mammalian muscles. Biol Cell. 1992, 74 (3): 299-305. 10.1016/0248-4900(92)90041-XCrossRefPubMed Tomas J, Santafe M, Fenoll R, Mayayo E, Batlle J, Lanuza A, Piera V: Pattern of arborization of the motor nerve terminals in the fast and slow mammalian muscles. Biol Cell. 1992, 74 (3): 299-305. 10.1016/0248-4900(92)90041-XCrossRefPubMed
30.
go back to reference Reichenbach A, Siegel A, Senitz D, Smith TG: A comparative fractal analysis of various mammalian astroglial cell types. NeuroImage. 1992, 1 (1): 69-77. 10.1016/1053-8119(92)90008-BCrossRefPubMed Reichenbach A, Siegel A, Senitz D, Smith TG: A comparative fractal analysis of various mammalian astroglial cell types. NeuroImage. 1992, 1 (1): 69-77. 10.1016/1053-8119(92)90008-BCrossRefPubMed
31.
go back to reference Obert M, Pfeifer P, Sernetz M: Microbial growth patterns described by fractal geometry. J Bacteriol. 1990, 172 (3): 1180-1185.PubMedPubMedCentral Obert M, Pfeifer P, Sernetz M: Microbial growth patterns described by fractal geometry. J Bacteriol. 1990, 172 (3): 1180-1185.PubMedPubMedCentral
32.
go back to reference Cook MJ, Free SL, Manford MR, Fish DR, Shorvon SD, Stevens JM: Fractal description of cerebral cortical patterns in frontal lobe epilepsy. Eur Neurol. 1995, 35 (6): 327-335. 10.1159/000117155CrossRefPubMed Cook MJ, Free SL, Manford MR, Fish DR, Shorvon SD, Stevens JM: Fractal description of cerebral cortical patterns in frontal lobe epilepsy. Eur Neurol. 1995, 35 (6): 327-335. 10.1159/000117155CrossRefPubMed
33.
go back to reference Mandelbrot BB: The fractal geometry of nature. W.H. Freeman and Company, 1982. Mandelbrot BB: The fractal geometry of nature. W.H. Freeman and Company, 1982.
Metadata
Title
Quantification of echodensities in tuberculous pericardial effusion using fractal geometry: a proof of concept study
Authors
Mpiko Ntsekhe
Bongani M Mayosi
Tawanda Gumbo
Publication date
01-12-2012
Publisher
BioMed Central
Published in
Cardiovascular Ultrasound / Issue 1/2012
Electronic ISSN: 1476-7120
DOI
https://doi.org/10.1186/1476-7120-10-30

Other articles of this Issue 1/2012

Cardiovascular Ultrasound 1/2012 Go to the issue