Skip to main content
Top
Published in: Lasers in Medical Science 7/2016

01-09-2016 | Original Article

Online fast Biospeckle monitoring of drug action in Trypanosoma cruzi parasites by motion history image

Authors: Mohammad Zaheer Ansari, Hilda C. Grassi, Humberto Cabrera, Ana Velásquez, Efrén D. J. Andrades

Published in: Lasers in Medical Science | Issue 7/2016

Login to get access

Abstract

This paper reports on the application of the motion history image (MHI) method on dynamic laser speckle processing as a result of a specific drug action on Trypanosoma cruzi parasites. The MHI procedure is based on human action recognition, and unlike other methods which use a sequence consisting of several frames for recognition, this method uses only an MHI per action sequence for recognition. MHI method avoids the complexity as well as the large computation in sequence matching-based methods and detects a change in the speckle pattern. Experimental results of MHI on real-time monitoring of activity (motility) under the influence of the drug demonstrate the effectiveness of the proposed method. The MHI showed an online result without loss of resolution and definition if we compare with routine LASCA method. The obtained results highlight the advantage of the MHI analysis over traditional qualitative image intensity-based methods and demonstrate the potential of measuring the activity of parasites via dynamic laser speckle analysis. The data was further numerically analyzed in the time domain, and the results presented the ability of the technique to monitor the action of the drug, particularly Epirubicin (100 μg/ml).
Literature
1.
go back to reference Arizaga R et al (1999) Speckle time evolution characterization by the co-occurence matrix analysis. Opt Laser Technol 31(2):163–169CrossRef Arizaga R et al (1999) Speckle time evolution characterization by the co-occurence matrix analysis. Opt Laser Technol 31(2):163–169CrossRef
2.
go back to reference Waterman-Storer CM, Desai A, Bulinski JC, Salmon ED (1998) Fluorescent speckle microscopy, a method to visualize the dynamics of protein assemblies in living cells. Curr Biol 8:1227–1230CrossRefPubMed Waterman-Storer CM, Desai A, Bulinski JC, Salmon ED (1998) Fluorescent speckle microscopy, a method to visualize the dynamics of protein assemblies in living cells. Curr Biol 8:1227–1230CrossRefPubMed
3.
go back to reference Aizu Y, Asakura T (1991) Biospeckle phenomena and their application to the evaluation of blood flow. Opt Laser Technol 23:205–219CrossRef Aizu Y, Asakura T (1991) Biospeckle phenomena and their application to the evaluation of blood flow. Opt Laser Technol 23:205–219CrossRef
5.
go back to reference Arizaga R, Cap N, Rabal HJ, Trivi M (2002) Display of the local activity using dynamical speckle patterns. Opt Eng 41:287–294CrossRef Arizaga R, Cap N, Rabal HJ, Trivi M (2002) Display of the local activity using dynamical speckle patterns. Opt Eng 41:287–294CrossRef
6.
go back to reference Pomarico JA, DiRocco HO (2004) Compact device for assessement of microorganism motility. Rev Sci Instrum 75:4727–4731CrossRef Pomarico JA, DiRocco HO (2004) Compact device for assessement of microorganism motility. Rev Sci Instrum 75:4727–4731CrossRef
7.
go back to reference Fernández M, Mavilio-Núñez A, Rabal HJ, Trivi M (2002) Wavelet transform analysis of dynamic speckle patterns texture. App Opt 41:6745–6750CrossRef Fernández M, Mavilio-Núñez A, Rabal HJ, Trivi M (2002) Wavelet transform analysis of dynamic speckle patterns texture. App Opt 41:6745–6750CrossRef
8.
go back to reference Briers JD, Webster S (1996) Quasi-real time digital version of flow monitoring using laser speckle contrast analysis (LASCA). J Biomed Opt 2:174–179CrossRef Briers JD, Webster S (1996) Quasi-real time digital version of flow monitoring using laser speckle contrast analysis (LASCA). J Biomed Opt 2:174–179CrossRef
9.
go back to reference Federico A, Kaufmann GH (2006) Evaluation of dynamic speckle activity using mode decomposition method. Opt Commun 267:287–294CrossRef Federico A, Kaufmann GH (2006) Evaluation of dynamic speckle activity using mode decomposition method. Opt Commun 267:287–294CrossRef
10.
go back to reference Ansari MZ, Nirala (2015) Biospeckle assessment of torn plant leaf tissue and automated computation of leaf vein density (LVD). Eur Phys J Appl Phys 70:21201CrossRef Ansari MZ, Nirala (2015) Biospeckle assessment of torn plant leaf tissue and automated computation of leaf vein density (LVD). Eur Phys J Appl Phys 70:21201CrossRef
11.
go back to reference Marti-Lopez L, Cabrera H, Martinez-Celorio RA, Gonzalez-Pena R (2010) Temporal difference method for processing dynamic speckle patterns. Opt Commun 283:4972–4977CrossRef Marti-Lopez L, Cabrera H, Martinez-Celorio RA, Gonzalez-Pena R (2010) Temporal difference method for processing dynamic speckle patterns. Opt Commun 283:4972–4977CrossRef
12.
go back to reference Minz PD, Nirala AK (2014) Intensity based algorithms for Biospeckle analysis. Optik 125:3633–3636CrossRef Minz PD, Nirala AK (2014) Intensity based algorithms for Biospeckle analysis. Optik 125:3633–3636CrossRef
13.
go back to reference Godinho RP, Silva MM, Nozela JR, Braga RA (2012) Online Biospeckle assessment without loss of definition and resolution by Motion History Image. Opt Lasers Eng 50(3):366–372CrossRef Godinho RP, Silva MM, Nozela JR, Braga RA (2012) Online Biospeckle assessment without loss of definition and resolution by Motion History Image. Opt Lasers Eng 50(3):366–372CrossRef
14.
go back to reference Schmidt S, Widman MT, Worden RM (1997) A laser-diffraction capillary assay to measure random motility in bacteria. Biotechnol Tech 11:423–426CrossRef Schmidt S, Widman MT, Worden RM (1997) A laser-diffraction capillary assay to measure random motility in bacteria. Biotechnol Tech 11:423–426CrossRef
15.
go back to reference Tan W, Oldenburg AL, Norman JJ, Desai TA, Boppart SA (2006) Optical coherence tomography of cell dynamics in three dimensional tissue models. Opt Express 14:7159–7171CrossRefPubMed Tan W, Oldenburg AL, Norman JJ, Desai TA, Boppart SA (2006) Optical coherence tomography of cell dynamics in three dimensional tissue models. Opt Express 14:7159–7171CrossRefPubMed
16.
go back to reference Rivera G, García B, Pichardo O, Torres N, Monge BA (2009) New therapeutic target for drug design against Trypanosoma cruzi; advances and perspectives. Curr Med Chem 16(25):3286–3293CrossRefPubMed Rivera G, García B, Pichardo O, Torres N, Monge BA (2009) New therapeutic target for drug design against Trypanosoma cruzi; advances and perspectives. Curr Med Chem 16(25):3286–3293CrossRefPubMed
17.
go back to reference Zuma AA, Cavalcanti DP, Maia MCP, De Souza MCPW, Motta MCM (2011) Effect of topoisomerase inhibitors and DNA-binding drugs on the cell proliferation and ultrastructure of Trypanosoma cruzi. Int J Ant Ag 37:449–456CrossRef Zuma AA, Cavalcanti DP, Maia MCP, De Souza MCPW, Motta MCM (2011) Effect of topoisomerase inhibitors and DNA-binding drugs on the cell proliferation and ultrastructure of Trypanosoma cruzi. Int J Ant Ag 37:449–456CrossRef
18.
go back to reference Jobe M, Anwuzia-Iwegbu C, Banful A, Bosier E, Iqbal M, Jones K, Lecutier SJ, Lepper K, Redmond M, Ross-Parker A, Ward E, Wernham P, Whidden EM, Tyler KM, Steverding D (2012) Differential in vitro activity of the DNA topoisomerase inhibitor idarubicin against Trypanosoma rangeli and Trypanosoma cruzi. Mem Inst Oswaldo Cruz 107(7):946–950CrossRefPubMed Jobe M, Anwuzia-Iwegbu C, Banful A, Bosier E, Iqbal M, Jones K, Lecutier SJ, Lepper K, Redmond M, Ross-Parker A, Ward E, Wernham P, Whidden EM, Tyler KM, Steverding D (2012) Differential in vitro activity of the DNA topoisomerase inhibitor idarubicin against Trypanosoma rangeli and Trypanosoma cruzi. Mem Inst Oswaldo Cruz 107(7):946–950CrossRefPubMed
19.
go back to reference Tritton TR, Yee G (1982) The anticancer agent adriamycin can be actively cytotoxic without entering cells. Science 217(248) Tritton TR, Yee G (1982) The anticancer agent adriamycin can be actively cytotoxic without entering cells. Science 217(248)
20.
go back to reference Chiquero MJ, Pérez-Victori JM, Ovalle F, González-Ros JM, del Moral RC, Ferragut JA, Castanys S (1998) Altered Drug Membrane Permeability in a Multidrug-Resistant Leishmania tropica Line. Biochem Pharm 55:131–139CrossRefPubMed Chiquero MJ, Pérez-Victori JM, Ovalle F, González-Ros JM, del Moral RC, Ferragut JA, Castanys S (1998) Altered Drug Membrane Permeability in a Multidrug-Resistant Leishmania tropica Line. Biochem Pharm 55:131–139CrossRefPubMed
21.
go back to reference Gonzalez RC, Wood RE (2008) Digital image processing. Pearson: Prentice Hall, Upper Saddle River Gonzalez RC, Wood RE (2008) Digital image processing. Pearson: Prentice Hall, Upper Saddle River
22.
go back to reference Gonzalez-Pena Y et al (2014) Monitoring of the action of drugs in melanoma cells by dynamic laser speckle. J Biomed Opt 19(5):057008CrossRefPubMed Gonzalez-Pena Y et al (2014) Monitoring of the action of drugs in melanoma cells by dynamic laser speckle. J Biomed Opt 19(5):057008CrossRefPubMed
23.
go back to reference Cardoso RR et al (2012) Alternative protocols on dynamic speckle laser analysis. Proc of SPIE 8413:8413F Cardoso RR et al (2012) Alternative protocols on dynamic speckle laser analysis. Proc of SPIE 8413:8413F
24.
go back to reference Haralick RM (1979) Statistical and structural approaches to texture. Proc IEEE 67(5):786–804CrossRef Haralick RM (1979) Statistical and structural approaches to texture. Proc IEEE 67(5):786–804CrossRef
25.
go back to reference Oulamara A et al (1989) Biological activity measurement on botanical soecimen surfaces using temporal decorrelation effect of laser speckle. J Mod Opt 36(2):165–179CrossRef Oulamara A et al (1989) Biological activity measurement on botanical soecimen surfaces using temporal decorrelation effect of laser speckle. J Mod Opt 36(2):165–179CrossRef
26.
go back to reference Xu Z et al (1995) Temporal and spatial properties of time-varying speckles of botanical specimens. Opt Eng 34(5):1487–1502CrossRef Xu Z et al (1995) Temporal and spatial properties of time-varying speckles of botanical specimens. Opt Eng 34(5):1487–1502CrossRef
27.
go back to reference Zhong X et al (2014) Normal vector based dynamic laser speckle analysis for plant water status monitoring. Optics Communications 313:256–262CrossRef Zhong X et al (2014) Normal vector based dynamic laser speckle analysis for plant water status monitoring. Optics Communications 313:256–262CrossRef
28.
go back to reference Zhong X et al (2013) Dynamic laser speckle analysis via normal vector space statistics. Optics Communications 305:27–35CrossRef Zhong X et al (2013) Dynamic laser speckle analysis via normal vector space statistics. Optics Communications 305:27–35CrossRef
Metadata
Title
Online fast Biospeckle monitoring of drug action in Trypanosoma cruzi parasites by motion history image
Authors
Mohammad Zaheer Ansari
Hilda C. Grassi
Humberto Cabrera
Ana Velásquez
Efrén D. J. Andrades
Publication date
01-09-2016
Publisher
Springer London
Published in
Lasers in Medical Science / Issue 7/2016
Print ISSN: 0268-8921
Electronic ISSN: 1435-604X
DOI
https://doi.org/10.1007/s10103-016-2008-6

Other articles of this Issue 7/2016

Lasers in Medical Science 7/2016 Go to the issue