메뉴 건너뛰기




Volumn 34, Issue 8, 2012, Pages 1465-1473

Comparison of laser diffraction and image analysis for measurement of Streptomyces coelicolor cell clumps and pellets

Author keywords

Fermentation; Filamentous; Image analysis; Laser diffraction; Morphology

Indexed keywords

BIMODAL DISTRIBUTION; CELL CLUMPS; FED-BATCH CULTIVATION; FILAMENTOUS; FILAMENTOUS CELLS; FILAMENTOUS ORGANISMS; HIGH QUALITY; HIGH QUALITY IMAGES; INDUSTRIAL PROCESSS; LASER DIFFRACTIONS; RAPID MEASUREMENT; STANDARD DEVIATION; STREPTOMYCES COELICOLOR; UNIMODAL;

EID: 84864392995     PISSN: 01415492     EISSN: 15736776     Source Type: Journal    
DOI: 10.1007/s10529-012-0936-1     Document Type: Article
Times cited : (19)

References (38)
  • 1
    • 0037419715 scopus 로고    scopus 로고
    • Pulsed feeding during fed-batch fungal fermentation leads to reduced viscosity without detrimentally affecting protein expression
    • Bhargava S, Nandakumar M, Roy A, Wenger K, Marten M (2003) Pulsed feeding during fed-batch fungal fermentation leads to reduced viscosity without detrimentally affecting protein expression. Biotechnol Bioeng 81: 341-347.
    • (2003) Biotechnol Bioeng , vol.81 , pp. 341-347
    • Bhargava, S.1    Nandakumar, M.2    Roy, A.3    Wenger, K.4    Marten, M.5
  • 2
    • 0036804367 scopus 로고    scopus 로고
    • A study of the evolution of the particle boundary layer in a reservoir, using laser particle sizing
    • Casamitjana X, Serra T, Soler M, Colomer J (2002) A study of the evolution of the particle boundary layer in a reservoir, using laser particle sizing. Water Res 36: 4293-4300.
    • (2002) Water Res , vol.36 , pp. 4293-4300
    • Casamitjana, X.1    Serra, T.2    Soler, M.3    Colomer, J.4
  • 3
    • 0001059874 scopus 로고
    • Submerged citric acid fermentation of ferrocyanide treated beet molasses: morphology of pellets of Aspergillus niger
    • Clarke DS (1962) Submerged citric acid fermentation of ferrocyanide treated beet molasses: morphology of pellets of Aspergillus niger. Can J Microbiol 8: 133-136.
    • (1962) Can J Microbiol , vol.8 , pp. 133-136
    • Clarke, D.S.1
  • 4
    • 0026848798 scopus 로고
    • Classification and measurement of fungal pellets by automated image-analysis
    • Cox P, Thomas C (1992) Classification and measurement of fungal pellets by automated image-analysis. Biotechnol Bioeng 39: 945-952.
    • (1992) Biotechnol Bioeng , vol.39 , pp. 945-952
    • Cox, P.1    Thomas, C.2
  • 5
    • 0031967694 scopus 로고    scopus 로고
    • Image analysis of the morphology of filamentous micro-organisms
    • Cox PW, Paul GC, Thomas CR (1998) Image analysis of the morphology of filamentous micro-organisms. Microbiology 144: 817-827.
    • (1998) Microbiology , vol.144 , pp. 817-827
    • Cox, P.W.1    Paul, G.C.2    Thomas, C.R.3
  • 7
    • 0027733018 scopus 로고
    • Morphology study in production of ML-236B, a precursor of pravastatin sodium, by Penicillium citrinum
    • doi:10.1016/0922-338X(93)90243-2
    • Hosobuchi M, Ogawa K, Yoshikawa H (1993) Morphology study in production of ML-236B, a precursor of pravastatin sodium, by Penicillium citrinum. J Ferment Bioeng 76: 470-475. doi: 10. 1016/0922-338X(93)90243-2.
    • (1993) J Ferment Bioeng , vol.76 , pp. 470-475
    • Hosobuchi, M.1    Ogawa, K.2    Yoshikawa, H.3
  • 8
    • 84874192850 scopus 로고    scopus 로고
    • ISO13320 (2009) Particle size analysis-laser diffraction methods
    • ISO13320 (2009) Particle size analysis-laser diffraction methods.
  • 9
    • 33744921396 scopus 로고    scopus 로고
    • Commercial reference shape standards use in the study of particle shape effect on laser diffraction particle size analysis
    • Kelly RN, Kazanjian J (2006) Commercial reference shape standards use in the study of particle shape effect on laser diffraction particle size analysis. AAPS Pharm Sci Tech 7: E126-E137.
    • (2006) AAPS Pharm Sci Tech , vol.7
    • Kelly, R.N.1    Kazanjian, J.2
  • 10
    • 34250445097 scopus 로고
    • Dependence of refractive index on physiological state of microbial population
    • Kononenko AP, Kononenko KI, Mikhov DM (1969) Dependence of refractive index on physiological state of microbial population. J Appl Spectrosc 11: 795-797.
    • (1969) J Appl Spectrosc , vol.11 , pp. 795-797
    • Kononenko, A.P.1    Kononenko, K.I.2    Mikhov, D.M.3
  • 11
    • 14844304311 scopus 로고    scopus 로고
    • Effects of Fe(III) on floc characteristics of activated sludge
    • Li J (2005) Effects of Fe(III) on floc characteristics of activated sludge. J Chem Technol Biotechnol 80: 313-319.
    • (2005) J Chem Technol Biotechnol , vol.80 , pp. 313-319
    • Li, J.1
  • 12
    • 0037139756 scopus 로고    scopus 로고
    • Estimation of hyphal tensile strength in production-scale Aspergillus oryzae fungal fermentations
    • Li Z, Shukla V, Wenger K, Fordyce A, Pedersen A, Marten M (2002) Estimation of hyphal tensile strength in production-scale Aspergillus oryzae fungal fermentations. Biotechnol Bioeng 77: 601-613.
    • (2002) Biotechnol Bioeng , vol.77 , pp. 601-613
    • Li, Z.1    Shukla, V.2    Wenger, K.3    Fordyce, A.4    Pedersen, A.5    Marten, M.6
  • 13
    • 38849115797 scopus 로고    scopus 로고
    • Impact of filamentous bacteria on properties of activated sludge and membrane-fouling rate in a submerged MBR
    • Li J, Li Y, Ohandja DG, Yang F, Wong FS, Chua HC (2008) Impact of filamentous bacteria on properties of activated sludge and membrane-fouling rate in a submerged MBR. Sep Purif Technol 59: 238-243.
    • (2008) Sep Purif Technol , vol.59 , pp. 238-243
    • Li, J.1    Li, Y.2    Ohandja, D.G.3    Yang, F.4    Wong, F.S.5    Chua, H.C.6
  • 14
    • 37549025277 scopus 로고    scopus 로고
    • Studying pellet formation of a filamentous fungus Rhizopus oryzae to enhance organic acid production
    • Liao W, Liu Y, Chen S (2007) Studying pellet formation of a filamentous fungus Rhizopus oryzae to enhance organic acid production. Appl Biochem Biotech 137: 689-701.
    • (2007) Appl Biochem Biotech , vol.137 , pp. 689-701
    • Liao, W.1    Liu, Y.2    Chen, S.3
  • 15
    • 77249165109 scopus 로고    scopus 로고
    • Effect of volumetric power input by aeration and agitation on pellet morphology and product formation of Aspergillus niger
    • Lin PJ, Scholz A, Krull R (2010) Effect of volumetric power input by aeration and agitation on pellet morphology and product formation of Aspergillus niger. Biochem Eng J 49: 213-220.
    • (2010) Biochem Eng J , vol.49 , pp. 213-220
    • Lin, P.J.1    Scholz, A.2    Krull, R.3
  • 16
    • 37549041746 scopus 로고    scopus 로고
    • Study of pellet formation of filamentous fungi Rhizopus oryzae using a multiple logistic regression model
    • Liu Y, Liao W, Chen S (2008) Study of pellet formation of filamentous fungi Rhizopus oryzae using a multiple logistic regression model. Biotechnol Bioeng 99: 117-128.
    • (2008) Biotechnol Bioeng , vol.99 , pp. 117-128
    • Liu, Y.1    Liao, W.2    Chen, S.3
  • 17
    • 33745211460 scopus 로고    scopus 로고
    • Comparison of sludge characteristics and performance of a submerged membrane bioreactor and an activated sludge process at high solids retention time
    • Masse A, Sperandio M, Cabassud C (2006) Comparison of sludge characteristics and performance of a submerged membrane bioreactor and an activated sludge process at high solids retention time. Water Res 40: 2405-2415.
    • (2006) Water Res , vol.40 , pp. 2405-2415
    • Masse, A.1    Sperandio, M.2    Cabassud, C.3
  • 18
    • 0034226677 scopus 로고    scopus 로고
    • Transformation of diffraction pattern due to ellipsoids into equivalent diameter distribution for spheres
    • Matsuyama T, Yamamoto H, Scarlett B (2000) Transformation of diffraction pattern due to ellipsoids into equivalent diameter distribution for spheres. Part Part Syst Charact 17: 41-46.
    • (2000) Part Part Syst Charact , vol.17 , pp. 41-46
    • Matsuyama, T.1    Yamamoto, H.2    Scarlett, B.3
  • 19
    • 0036220548 scopus 로고    scopus 로고
    • Examples of spatial and temporal variations of some fine-grained suspended particle characteristics in two danish coastal water bodies
    • Mikkelsen O (2002) Examples of spatial and temporal variations of some fine-grained suspended particle characteristics in two danish coastal water bodies. Oceanol Acta 25: 39-49.
    • (2002) Oceanol Acta , vol.25 , pp. 39-49
    • Mikkelsen, O.1
  • 20
    • 0030249792 scopus 로고    scopus 로고
    • Control of pellet morphology of filamentous fungi in fluidized bed bioreactors by means of a pulsing flow. Application to Aspergillus niger and Phanerochaete chrysosporium
    • Moreira M, Sanroman A, Feijoo G, Lema J (1996) Control of pellet morphology of filamentous fungi in fluidized bed bioreactors by means of a pulsing flow. Application to Aspergillus niger and Phanerochaete chrysosporium. Enzyme Microb Tech 19: 261-266.
    • (1996) Enzyme Microb Tech , vol.19 , pp. 261-266
    • Moreira, M.1    Sanroman, A.2    Feijoo, G.3    Lema, J.4
  • 21
    • 0029106207 scopus 로고
    • Pellet formation and fragmentation in submerged cultures of Penicillium chrysogenum and its relation to penicillin production
    • Nielsen J, Johansen C, Jacobsen M, Krabben P, Villadsen J (1995) Pellet formation and fragmentation in submerged cultures of Penicillium chrysogenum and its relation to penicillin production. Biotechnol Prog 11: 93-98.
    • (1995) Biotechnol Prog , vol.11 , pp. 93-98
    • Nielsen, J.1    Johansen, C.2    Jacobsen, M.3    Krabben, P.4    Villadsen, J.5
  • 22
    • 0141750563 scopus 로고    scopus 로고
    • Morphological quantification of pellets in Streptomyces hygroscopicus var. geldanus fermentation broths using a flatbed scanner
    • O'Cleirigh C, Walsh P, O'Shea D (2003) Morphological quantification of pellets in Streptomyces hygroscopicus var. geldanus fermentation broths using a flatbed scanner. Biotechnol Lett 25: 1677-1683.
    • (2003) Biotechnol Lett , vol.25 , pp. 1677-1683
    • O'Cleirigh, C.1    Walsh, P.2    O'Shea, D.3
  • 23
    • 77952883702 scopus 로고    scopus 로고
    • Sensor combination and chemometric variable selection for online monitoring of Streptomyces coelicolor fed-batch cultivations
    • Ödman P, Johansen CL, Olsson L, Gernaey KV, Lantz AE (2010) Sensor combination and chemometric variable selection for online monitoring of Streptomyces coelicolor fed-batch cultivations. Appl Microb Biotechnol 86: 1745-1759.
    • (2010) Appl Microb Biotechnol , vol.86 , pp. 1745-1759
    • Ödman, P.1    Johansen, C.L.2    Olsson, L.3    Gernaey, K.V.4    Lantz, A.E.5
  • 24
    • 0042009574 scopus 로고    scopus 로고
    • Comparison of morphological characteristics of Streptomyces natalensis by image analysis and focused beam reflectance measurement
    • Pearson A, Glennon B, Kieran P (2003) Comparison of morphological characteristics of Streptomyces natalensis by image analysis and focused beam reflectance measurement. Biotechnol Prog 19: 1342-1347.
    • (2003) Biotechnol Prog , vol.19 , pp. 1342-1347
    • Pearson, A.1    Glennon, B.2    Kieran, P.3
  • 25
    • 42549084213 scopus 로고    scopus 로고
    • Multivariate models for prediction of rheological characteristics of filamentous fermentation broth from the size distribution
    • Petersen N, Gernaey KV, Stocks S (2008) Multivariate models for prediction of rheological characteristics of filamentous fermentation broth from the size distribution. Biotechnol Bioeng 100: 61-71.
    • (2008) Biotechnol Bioeng , vol.100 , pp. 61-71
    • Petersen, N.1    Gernaey, K.V.2    Stocks, S.3
  • 26
    • 0026547003 scopus 로고
    • Characterization of pellet morphology during submerged growth of Streptomyces tendae by image-analysis
    • Reichl U, King R, Gilles ED (1992) Characterization of pellet morphology during submerged growth of Streptomyces tendae by image-analysis. Biotechnol Bioeng 39: 164-170.
    • (1992) Biotechnol Bioeng , vol.39 , pp. 164-170
    • Reichl, U.1    King, R.2    Gilles, E.D.3
  • 27
    • 0034690096 scopus 로고    scopus 로고
    • Effect of biomass concentration and mycelial morphology on fermentation broth rheology
    • Riley GL, Tucker KG, Paul GC, Thomas CR (2000) Effect of biomass concentration and mycelial morphology on fermentation broth rheology. Biotechnol Bioeng 68: 160-172.
    • (2000) Biotechnol Bioeng , vol.68 , pp. 160-172
    • Riley, G.L.1    Tucker, K.G.2    Paul, G.C.3    Thomas, C.R.4
  • 28
    • 81055140624 scopus 로고    scopus 로고
    • Introducing process analytical technology (PAT) in filamentous cultivation process development: comparison of advanced online sensors for biomass measurement
    • Rønnest NP, Stocks SM, Eliasson Lantz A, Gernaey KV (2011) Introducing process analytical technology (PAT) in filamentous cultivation process development: comparison of advanced online sensors for biomass measurement. J Ind Microbiol Biotechnol 38: 1679-1690.
    • (2011) J Ind Microbiol Biotechnol , vol.38 , pp. 1679-1690
    • Rønnest, N.P.1    Stocks, S.M.2    Eliasson Lantz, A.3    Gernaey, K.V.4
  • 29
    • 0036958439 scopus 로고    scopus 로고
    • Determination of the refractive index of water-dispersible granules for use in laser diffraction experiments
    • Saveyn H, Mermuys D, Thas O, van der Meeren P (2002) Determination of the refractive index of water-dispersible granules for use in laser diffraction experiments. Part Part Syst Charact 19: 426-432.
    • (2002) Part Part Syst Charact , vol.19 , pp. 426-432
    • Saveyn, H.1    Mermuys, D.2    Thas, O.3    van der Meeren, P.4
  • 30
    • 65849315814 scopus 로고    scopus 로고
    • Pseudomonas aeruginosa PAO1 preferentially grows as aggregates in liquid batch cultures and disperses upon starvation
    • doi: 10. 1371/journal. pone. 0005513
    • Schleheck D, Barraud N, Klebensberger J, Webb JS, McDougald D, Rice SA, Kjelleberg S (2009) Pseudomonas aeruginosa PAO1 preferentially grows as aggregates in liquid batch cultures and disperses upon starvation. PLoS One 4. doi: 10. 1371/journal. pone. 0005513.
    • (2009) PLoS One , vol.4
    • Schleheck, D.1    Barraud, N.2    Klebensberger, J.3    Webb, J.S.4    McDougald, D.5    Rice, S.A.6    Kjelleberg, S.7
  • 31
    • 0000213519 scopus 로고
    • Variations in inocula and their influence on the productivity of antibiotic fermentations
    • Smith G, Calam CT (1980) Variations in inocula and their influence on the productivity of antibiotic fermentations. Biotechnol Lett 2: 261-266.
    • (1980) Biotechnol Lett , vol.2 , pp. 261-266
    • Smith, G.1    Calam, C.T.2
  • 32
    • 0029636675 scopus 로고
    • In situ microscopy for online characterization of cellpopulations in bioreactors, including cell-concentration measurements by depth from focus
    • Suhr H, Wehnert G, Schneider K, Bittner C, Scholz T, Geissler P, Jahne B, Scheper T (1995) In situ microscopy for online characterization of cellpopulations in bioreactors, including cell-concentration measurements by depth from focus. Biotechnol Bioeng 47: 106-116.
    • (1995) Biotechnol Bioeng , vol.47 , pp. 106-116
    • Suhr, H.1    Wehnert, G.2    Schneider, K.3    Bittner, C.4    Scholz, T.5    Geissler, P.6    Jahne, B.7    Scheper, T.8
  • 33
    • 0026662264 scopus 로고
    • Image-analysis-putting filamentous microorganisms in the picture
    • Thomas CR (1992) Image-analysis-putting filamentous microorganisms in the picture. Trends Biotechnol 10: 343-348.
    • (1992) Trends Biotechnol , vol.10 , pp. 343-348
    • Thomas, C.R.1
  • 34
    • 0031021745 scopus 로고    scopus 로고
    • Morphological characterization of filamentous microorganisms in submerged cultures by on-line digital image analysis and pattern recognition
    • Treskatis S, Orgeldinger V, Wolf H, Gilles E (1997) Morphological characterization of filamentous microorganisms in submerged cultures by on-line digital image analysis and pattern recognition. Biotechnol Bioeng 53: 191-201.
    • (1997) Biotechnol Bioeng , vol.53 , pp. 191-201
    • Treskatis, S.1    Orgeldinger, V.2    Wolf, H.3    Gilles, E.4
  • 35
    • 0026888839 scopus 로고
    • Fully-automatic measurement of mycelial morphology by image analysis
    • Tucker KG, Kelly T, Delgrazia P, Thomas CR (1992) Fully-automatic measurement of mycelial morphology by image analysis. Biotechnol Prog 8: 353-359.
    • (1992) Biotechnol Prog , vol.8 , pp. 353-359
    • Tucker, K.G.1    Kelly, T.2    Delgrazia, P.3    Thomas, C.R.4
  • 37
    • 77957165272 scopus 로고    scopus 로고
    • Assessing activated sludge morphology by laser and image analysis
    • Wu J, Wheatley A (2010) Assessing activated sludge morphology by laser and image analysis. Proc I Civ Eng-Water Manag 163: 139-145.
    • (2010) Proc I Civ Eng-Water Manag , vol.163 , pp. 139-145
    • Wu, J.1    Wheatley, A.2
  • 38
    • 33751509046 scopus 로고    scopus 로고
    • Impact of pellet size on growth and lignin peroxidase activity of Phanerochaete chrysosporium
    • Žmak PM, Podgornik A, Podgornik H, Koloini T (2006) Impact of pellet size on growth and lignin peroxidase activity of Phanerochaete chrysosporium. World J Microbiol Biotech 22: 1243-1249.
    • (2006) World J Microbiol Biotech , vol.22 , pp. 1243-1249
    • Žmak, P.M.1    Podgornik, A.2    Podgornik, H.3    Koloini, T.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.