Transport of cryptosporidium parvum oocysts in a silicon micromodel

Environmental Science and Technology

Volumn 46, Issue 3, 2012, Pages 1471-1479

  Liu, Yuanyuan ^a   Zhang, Changyong ^b   Hilpert, Markus ^c   Kuhlenschmidt, Mark S ^d   Kuhlenschmidt, Theresa B ^d   Nguyen, Thanh H ^a  

^a United States of America   (United States)

^b PACIFIC NORTHWEST NATIONAL LABORATORY   (United States)

^c Johns Hopkins University   (United States)

^d UNIVERSITY OF ILLINOIS AT URBANA CHAMPAIGN   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

CHARGE HETEROGENEITY; CRYPTOSPORIDIUM PARVUM OOCYSTS; DEPOSITION MECHANISM; HYDRODYNAMIC MODELING; LATTICE-BOLTZMANN SIMULATION; LONGITUDINAL DIRECTION; MICROSCOPIC OBSERVATIONS; NON-UNIFORM FLOWS; OOCYSTS; RADIAL STAGNATION POINT FLOW; REAL TIME; REMOVAL EFFICIENCIES; SILICA SURFACE; TRANSPORT IN POROUS MEDIA; TRANSVERSAL DIRECTIONS;

POROUS MATERIALS; SILICA; TWO DIMENSIONAL;

EXPERIMENTS;

SILICON;

CELL ORGANELLE; FILTRATION; FLOW VELOCITY; HETEROGENEITY; HYDRODYNAMICS; LONGITUDINAL GRADIENT; MICROSCOPY; NUMERICAL MODEL; POLLUTANT REMOVAL; POROUS MEDIUM; PROTOZOAN; SILICON; TWO-DIMENSIONAL MODELING;

ARTICLE; CRYPTOSPORIDIUM PARVUM; HYDRODYNAMICS; MICROMODEL; MICROSCOPY; MODEL; NONHUMAN; OOCYST;

CELL ADHESION; COMPUTER SIMULATION; CRYPTOSPORIDIUM PARVUM; HYDRODYNAMICS; MODELS, CHEMICAL; MOVEMENT; OOCYSTS; SILICON;

CRYPTOSPORIDIUM PARVUM;

EID: 84863056047     PISSN: 0013936X     EISSN: 15205851     Source Type: Journal    
DOI: 10.1021/es202567t     Document Type: Article

References (46)

1. Corso, P. S.; Kramer, M. H.; Blair, K. A.; Addiss, D. G.; Davis, J. P.; Haddix, A. C. Cost of illness in the 1993 waterborne Cryptosporidium outbreak, Milwaukee, Wisconsin Emerg. Infect. Dis. 2003, 9 (4) 426-431 10.3201/eid0904.020417 (Pubitemid 37070407)
2. Fong, T. T.; Mansfield, L. S.; Wilson, D. L.; Schwab, D. J.; Molloy, S. L.; Rose, J. B. Massive microbiological groundwater contamination associated with a waterborne outbreak in Lake Erie, South Bass Island, Ohio Environ. Health Perspect. 2007, 115 (6) 856-864 10.1289/ehp.9430 (Pubitemid 46902239)
3. Gallay, A.; De Valk, H.; Cournot, M.; Ladeuil, B.; Hemery, C.; Castor, C.; Bon, F.; Mégraud, F.; Le Cann, P.; Desenclos, J. C. A large multi-pathogen waterborne community outbreak linked to faecal contamination of a groundwater system, France, 2000 Clin. Microbiol. Infect. 2006, 12 (6) 561-570 10.1111/j.1469-0691.2006.01441.x (Pubitemid 43740768)
4. Hancock, C. M.; Rose, J. B.; Callahan, M. Crypto and Giardia in U.S. groundwater J. Am. Water Works Assoc. 1998, 90, 58-61
5. LeChevallier, M. W.; Norton, W. D. Giardia and Cryptosporidium in raw and finished water J. Am. Water Works Assoc. 1995, 87 (9) 54-68
6. Kuznar, Z. A.; Elimelech, M. Adhesion kinetics of viable Cryptosporidium parvum oocysts to quartz surfaces Environ. Sci. Technol. 2004, 38 (24) 6839-6845 10.1021/es0494104 (Pubitemid 39658125)
7. Liu, Y.; Janjaroen, D.; Kuhlenschmidt, M. S.; Kuhlenschmidt, T. B.; Nguyen, T. H. Deposition of Cryptosporidium parvum oocysts on natural organic matter surfaces: Microscopic evidence for secondary minimum deposition in a radial stagnation point flow cell Langmuir 2009, 25 (3) 1594-1605 10.1021/la803202h
8. Tufenkji, N.; Dixon, D. R.; Considine, R.; Drummond, C. J. Multi-scale Cryptosporidium /sand interactions in water treatment Water Res. 2006, 40 (18) 3315-3331 10.1016/j.watres.2006.07.036 (Pubitemid 44436454)
9. Tufenkji, N.; Elimelech, M. Spatial distributions of Cryptosporidium oocysts in porous media: Evidence for dual mode deposition Environ. Sci. Technol. 2005, 39 (10) 3620-3629 10.1021/es048289y (Pubitemid 40705485)
10. Kuznar, Z. A.; Elimelech, M. Cryptosporidium oocyst surface macromolecules significantly hinder oocyst attachment Environ. Sci. Technol. 2006, 40 (6) 1837-1842 10.1021/es051859p
11. Bradford, S. A.; Simunek, J.; Bettahar, M.; van Genuchten, M. T.; Yates, S. R. Significance of straining in colloid deposition: Evidence and implications Water Resour. Res. 2006, 42 (12) W12S15 10.1029/2005wr004791 (Pubitemid 46184077)
12. Harter, T.; Wagner, S.; Atwill, E. R. Colloid transport and filtration of Cryptosporidium parvum in sandy soils and aquifer sediments Environ. Sci. Technol. 2000, 34 (1) 62-70 10.1021/es990132w (Pubitemid 30030731)
13. Tong, M.; Ma, H.; Johnson, W. P. Funneling of flow into grain-to-grain contacts drives colloid-colloid aggregation in the presence of an energy barrier Environ. Sci. Technol. 2008, 42 (8) 2826-2832 10.1021/es071888v (Pubitemid 351536918)
14. Byrd, T. L.; Walz, J. Y. Interaction force profiles between Cryptosporidium parvum oocysts and silica surfaces Environ. Sci. Technol. 2005, 39 (24) 9574-9582 10.1021/es051231e (Pubitemid 41832133)
15. Janjaroen, D.; Liu, Y.; Kuhlenschmidt, M. S.; Kuhlenschmidt, T. B.; Nguyen, T. H. Role of divalent cations on deposition of Cryptosporidium parvum oocysts on natural organic matter surfaces Environ. Sci. Technol. 2010, 44 (12) 4519-4524 10.1021/es9038566
16. Kuznar, Z. A.; Elimelech, M. Role of surface proteins in the deposition kinetics of Cryptosporidium parvum oocysts Langmuir 2005, 21 (2) 710-716 10.1021/la047963m (Pubitemid 40168858)
17. Tufenkji, N.; Miller, G. F.; Ryan, J. N.; Harvey, R. W.; Elimelech, M. Transport of Cryptosporidium oocysts in porous media: Role of straining and physicochemical filtration Environ. Sci. Technol. 2004, 38 (22) 5932-5938 10.1021/es049789u (Pubitemid 39491863)
18. Kim, H. N.; Walker, S. L.; Bradford, S. A. Coupled factors influencing the transport and retention of Cryptosporidium parvum oocysts in saturated porous media Water Res. 2010, 44 (4) 1213-1223 10.1016/j.watres.2009.09.041
19. Bradford, S. A.; Bettahar, M. Straining, attachment, and detachment of Cryptosporidium oocysts in saturated porous media J. Environ. Qual. 2005, 34 (2) 469-478 (Pubitemid 40410759)
20. Hsu, B. M.; Huang, C. P.; Pan, J. R. Filtration behaviors of Giardia and Cryptosporidium -Ionic strength and pH effects Water Res. 2001, 35 (16) 3777-3782 10.1016/S0043-1354(01)00117-8 (Pubitemid 32824076)
21. Cortis, A.; Harter, T.; Hou, L.; Atwill, E. R.; Packman, A. I.; Green, P. G. Transport of Cryptosporidium parvum in porous media: Long-term elution experiments and continuous time random walk filtration modeling Water Resour. Res. 2006, 42 (12) W12S13 10.1029/2006WR004897 (Pubitemid 46184075)
22. Abudalo, R. A.; Bogatsu, Y. G.; Ryan, J. N.; Harvey, R. W.; Metge, D. W.; Elimelech, M. Effect of ferric oxyhydroxide grain coatings on the transport of bacteriophage PRD1 and Cryptosporidium parvum oocysts in saturated porous media Environ. Sci. Technol. 2005, 39 (17) 6412-6419 10.1021/es050159h (Pubitemid 41266119)
23. Metge, D. W.; Harvey, R. W.; Aiken, G. R.; Anders, R.; Lincoln, G.; Jasperse, J. Influence of organic carbon loading, sediment associated metal oxide content and sediment grain size distributions upon Cryptosporidium parvum removal during riverbank filtration operations, Sonoma County, CA Water Res. 2010, 44 (4) 1126-1137 10.1016/j.watres.2009.11.033
24. Dai, X. J.; Hozalski, R. M. Effect of NOM and biofilm on the removal of Cryptosporidium parvum oocysts in rapid filters Water Res. 2002, 36 (14) 3523-3532 10.1016/S0043-1354(02)00045-3 (Pubitemid 34879796)
25. Dai, X.; Boll, J.; Hayes, M. E.; Aston, D. E. Adhesion of Cryptosporidium parvum and Giardia lamblia to solid surfaces: The role of surface charge and hydrophobicity Colloids Surf., B 2004, 34 (4) 259-263 10.1016/j.colsurfb.2003. 12.016 (Pubitemid 38447018)
26. Searcy, K. E.; Packman, A. I.; Atwill, E. R.; Harter, T. Association of Cryptosporidium parvum with suspended particles: Impact on oocyst sedimentation Appl. Environ. Microbiol. 2005, 71 (2) 1072-1078 10.1128/aem.71.2.1072-1078.2005 (Pubitemid 40223597)
27. Searcy, K. E.; Packman, A. L.; Atwill, E. R.; Harter, T. Deposition of Cryptosporidium oocysts in streambeds Appl. Environ. Microbiol. 2006, 72 (3) 1810-1816 10.1128/AEM.72.3.1810-1816.2006
28. Logan, A. J.; Stevik, T. K.; Siegrist, R. L.; Ronn, R. M. Transport and fate of Cryptosporidium parvum oocysts in intermittent sand filters Water Res. 2001, 35 (18) 4359-4369 10.1016/S0043-1354(01)00181-6 (Pubitemid 32988445)
29. Harter, T.; Atwill, E. R.; Hou, L.; Karle, B. M.; Tate, K. W. Developing risk models of Cryptosporidium transport in soils from vegetated, tilted soilbox experiments J. Environ. Qual. 2008, 37 (1) 245-258
30. Kim, J.; Lawler, D. F. Influence of particle characteristics on filter ripening Sep. Sci. Technol. 2008, 43 (7) 1583-1594 10.1080/01496390801974688
31. Kim, J.; Nason, J. A.; Lawler, D. F. Influence of surface charge distributions and particle size distributions on particle attachment in granular media filtration Environ. Sci. Technol. 2008, 42 (7) 2557-2562 10.1021/es7023934 (Pubitemid 351482929)
32. Kretzschmar, R.; Barmettler, K.; Grolimund, D.; Yan, Y.; Borkovec, M.; Sticher, H. Experimental determination of colloid deposition rates and collision efficiencies in natural porous media Water Resour. Res. 1997, 33 (5) 1129-1137 10.1029/97WR00298
33. Kuznar, Z. A.; Elimelech, M. Direct microscopic observation of particle deposition in porous media: Role of the secondary energy minimum Colloids Surf., A 2007, 294 (1-3) 156-162 10.1016/j.colsurfa.2006.08.007 (Pubitemid 46185937)
34. Kusaka, Y.; Duval, J. F. L.; Adachi, Y. Morphology and breaking of latex particle deposits at a cylindrical collector in a microfluidic chamber Environ. Sci. Technol. 2010, 44 (24) 9413-9418 10.1021/es1026689
35. Liu, Y.; Kuhlenschmidt, M. S.; Kuhlenschmidt, T. B.; Nguyen, T. H. Composition and conformation of Cryptosporidium parvum oocyst wall surface macromolecules and their effect on adhesion kinetics of oocysts on quartz surface Biomacromolecules 2010, 11 (8) 2109-2115 10.1021/bm100477j
36. Walker, S. L.; Redman, J. A.; Elimelech, M. Role of cell surface lipopolysaccharides in Escherichia coli K12 adhesion and transport Langmuir 2004, 20 (18) 7736-7746 10.1021/la049511f
37. Baumann, T.; Werth, C. J. Visualization and modeling of polystyrol colloid transport in a silicon micromodel Vadose Zone J. 2004, 3 (2) 434-443 10.2113/3.2.434
38. Auset, M.; Keller, A. A. Pore-scale visualization of colloid straining and filtration in saturated porous media using micromodels Water Resour. Res. 2006, 42 (12) W12S02 10.1029/2005wr004639 (Pubitemid 46184065)
39. Johnson, J. K.; Schmidt, J.; Gelberg, H. B.; Kuhlenschmidt, M. S. Microbial adhesion of Cryptosporidium parvum sporozoites: Purification of an inhibitory lipid from bovine mucosa J. Parasitol. 2004, 90 (5) 980-990 10.1645/GE-231R (Pubitemid 40247376)
40. Hogg, R.; Healy, T. W.; Fuerstenau, D. W. Mutual coagulation of colloidal dispersions Trans. Faraday Soc. 1966, 62, 1638-1651 10.1039/TF9666201638
41. Gregory, J. Approximate expressions for retarded van der waals interaction J. Colloid Interface Sci. 1981, 83 (1) 138-145
42. d'Humières, D.; Ginzburg, I.; Krafczyk, M.; Lallemand, P.; Luo, L. Multiple-relaxation-time lattice Boltzmann models in three dimensions Philos. Trans. R. Soc. A 2002, 360 (1792) 437-451 10.1098/rsta.2001.0955
43. Hilpert, M. Determination of dimensional flow fields in hydrogeological settings via the MRT lattice Boltzmann method Water Resour. Res. 2011, 47, W09508 10.1029/2010WR010016
44. Koch, D., L.; Ladd, A. J. C. Moderate Reynolds number flows through periodic and random arrays of aligned cylinders J. Fluid Mech. 1997, 349, 31-66 10.1017/S002211209700671X (Pubitemid 127475549)
45. Long, W.; Hilpert, M. A correlation for the collector efficiency of brownian particles in clean-bed filtration in sphere packings by a lattice-Boltzmann method Environ. Sci. Technol. 2009, 43 (12) 4419-4424 10.1021/es8024275
46. Ryan, J. N.; Elimelech, M. Colloid mobilization and transport in groundwater Colloids Surf., A 1996, 107, 1-56 10.1016/0927-7757(95)03384-x (Pubitemid 26145426)