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Volumn 84, Issue 6, 2011, Pages 1207-1215

Classification of mouse sperm motility patterns using an automated multiclass support vector machines model

Author keywords

Computer assisted sperm analysis; Hyperactivation; Sperm capacitation; Sperm motility and transport; Support vector machines

Indexed keywords

BICARBONATE;

EID: 79958214547     PISSN: 00063363     EISSN: 15297268     Source Type: Journal    
DOI: 10.1095/biolreprod.110.088989     Document Type: Article
Times cited : (128)

References (48)
  • 1
    • 0002302562 scopus 로고
    • Mammalian fertilization
    • Knobil E, Neill J (eds.), New York: Raven Press
    • Yanagimachi R. Mammalian fertilization.In: Knobil E, Neill J (eds.), The Physiology of Reproduction. New York: Raven Press; 1994:189-317
    • (1994) The Physiology of Reproduction , pp. 189-317
    • Yanagimachi, R.1
  • 2
    • 76649091227 scopus 로고    scopus 로고
    • The "switching on" of mammalian spermatozoa: molecular events involved in promotion and regulation of capacitation
    • Fraser LR. The "switching on" of mammalian spermatozoa: molecular events involved in promotion and regulation of capacitation. Mol Reprod Dev 2010; 77:197-208
    • (2010) Mol Reprod Dev , vol.77 , pp. 197-208
    • Fraser, L.R.1
  • 4
    • 0017632742 scopus 로고
    • Motility patterns in mouse spermatozoa before and after capacitation
    • Fraser L. Motility patterns in mouse spermatozoa before and after capacitation. J Exp Zool 1977; 202:439-444
    • (1977) J Exp Zool , vol.202 , pp. 439-444
    • Fraser, L.1
  • 5
    • 0023353286 scopus 로고
    • Initiation of hyperactivated flagellar bending in mouse sperm within the female reproductive tract
    • Suarez SS, Osman RA. Initiation of hyperactivated flagellar bending in mouse sperm within the female reproductive tract. Biol Reprod 1987; 36:1191-1198
    • (1987) Biol Reprod , vol.36 , pp. 1191-1198
    • Suarez, S.S.1    Osman, R.A.2
  • 6
    • 0014866677 scopus 로고
    • The movement of golden hamster spermatozoa before and after capacitation
    • Yanagimachi R. The movement of golden hamster spermatozoa before and after capacitation. J Reprod Fertil 1970; 23:193-196
    • (1970) J Reprod Fertil , vol.23 , pp. 193-196
    • Yanagimachi, R.1
  • 7
    • 54449094425 scopus 로고    scopus 로고
    • Control of hyperactivation in sperm
    • Suarez SS. Control of hyperactivation in sperm. Hum Reprod Update 2008; 14:647-657
    • (2008) Hum Reprod Update , vol.14 , pp. 647-657
    • Suarez, S.S.1
  • 8
    • 55549115368 scopus 로고    scopus 로고
    • The biology of infertility: research advances and clinical challenges
    • Matzuk MM, Lamb DJ. The biology of infertility: research advances and clinical challenges. Nat Med 2008; 14:1197-1213
    • (2008) Nat Med , vol.14 , pp. 1197-1213
    • Matzuk, M.M.1    Lamb, D.J.2
  • 9
    • 0034090328 scopus 로고    scopus 로고
    • Evidence for the involvement of calmodulin in mouse sperm capacitation
    • Si Y, Olds-Clarke P. Evidence for the involvement of calmodulin in mouse sperm capacitation. Biol Reprod 2000; 62:1231-1239
    • (2000) Biol Reprod , vol.62 , pp. 1231-1239
    • Si, Y.1    Olds-Clarke, P.2
  • 10
    • 0031418993 scopus 로고    scopus 로고
    • A critical review of the physiological importance and analysis of sperm movement in mammals
    • Mortimer ST. A critical review of the physiological importance and analysis of sperm movement in mammals. Hum Reprod Update 1997; 3:403-439
    • (1997) Hum Reprod Update , vol.3 , pp. 403-439
    • Mortimer, S.T.1
  • 12
    • 0036161535 scopus 로고    scopus 로고
    • Quantitative analysis of flagellar movement in hyperactivated and acrosome-reacted golden hamster spermatozoa
    • Ishijima S, Baba SA, Mohri H, Suarez SS. Quantitative analysis of flagellar movement in hyperactivated and acrosome-reacted golden hamster spermatozoa. Mol Reprod Dev 2002; 61:376-384
    • (2002) Mol Reprod Dev , vol.61 , pp. 376-384
    • Ishijima, S.1    Baba, S.A.2    Mohri, H.3    Suarez, S.S.4
  • 14
    • 0033625545 scopus 로고    scopus 로고
    • Objective evaluation of hyperactivated motility in rat spermatozoa using computer-assisted sperm analysis
    • Cancel AM, Lobdell D, Mendola P, Perreault SD. Objective evaluation of hyperactivated motility in rat spermatozoa using computer-assisted sperm analysis. Hum Reprod 2000; 15:1322-1328
    • (2000) Hum Reprod , vol.15 , pp. 1322-1328
    • Cancel, A.M.1    Lobdell, D.2    Mendola, P.3    Perreault, S.D.4
  • 15
    • 0033624062 scopus 로고    scopus 로고
    • CASA-practical aspects
    • Mortimer ST. CASA-practical aspects. J Androl 2000; 21:515-524
    • (2000) J Androl , vol.21 , pp. 515-524
    • Mortimer, S.T.1
  • 16
    • 25144491031 scopus 로고    scopus 로고
    • Mice deficient in CHRNA7, a subunit of the nicotinic acetylcholine receptor, produce sperm with impaired motility
    • Bray C, Son JH, Kumar P, Meizel S. Mice deficient in CHRNA7, a subunit of the nicotinic acetylcholine receptor, produce sperm with impaired motility. Biol Reprod 2005; 73:807-814
    • (2005) Biol Reprod , vol.73 , pp. 807-814
    • Bray, C.1    Son, J.H.2    Kumar, P.3    Meizel, S.4
  • 17
    • 0023438476 scopus 로고
    • A computer-assisted assay for mouse sperm hyperactivation demonstrates that bicarbonate but not bovine serum albumin is required
    • Neill JM, Olds-Clarke P. A computer-assisted assay for mouse sperm hyperactivation demonstrates that bicarbonate but not bovine serum albumin is required. Gamete Res 1987; 18:121-140
    • (1987) Gamete Res , vol.18 , pp. 121-140
    • Neill, J.M.1    Olds-Clarke, P.2
  • 18
    • 0024218020 scopus 로고
    • Incubation of mouse sperm with lactate delays capacitation and hyperactivation and lowers fertilization levels in vitro
    • Neill JM, Olds-Clarke P. Incubation of mouse sperm with lactate delays capacitation and hyperactivation and lowers fertilization levels in vitro. Gamete Res 1988; 20:459-473
    • (1988) Gamete Res , vol.20 , pp. 459-473
    • Neill, J.M.1    Olds-Clarke, P.2
  • 19
    • 46449121493 scopus 로고    scopus 로고
    • Expression of the gene for mouse lactate dehydrogenase C (Ldhc) is required for male fertility
    • Odet F, Duan C, Willis WD, Goulding EH, Kung A, Eddy EM, Goldberg E. Expression of the gene for mouse lactate dehydrogenase C (Ldhc) is required for male fertility. Biol Reprod 2008; 79:26-34
    • (2008) Biol Reprod , vol.79 , pp. 26-34
    • Odet, F.1    Duan, C.2    Willis, W.D.3    Goulding, E.H.4    Kung, A.5    Eddy, E.M.6    Goldberg, E.7
  • 21
    • 0029071941 scopus 로고
    • Kinematics of capacitating human spermatozoa analysed at 60 Hz
    • Mortimer ST, Swan MA. Kinematics of capacitating human spermatozoa analysed at 60 Hz. Hum Reprod 1995; 10:873-879
    • (1995) Hum Reprod , vol.10 , pp. 873-879
    • Mortimer, S.T.1    Swan, M.A.2
  • 22
    • 33646377171 scopus 로고    scopus 로고
    • Hyperactivated motility in rhesus macaque (Macaca mulatta) spermatozoa
    • Baumber J, Meyers SA. Hyperactivated motility in rhesus macaque (Macaca mulatta) spermatozoa. J Androl 2006; 27:459-468
    • (2006) J Androl , vol.27 , pp. 459-468
    • Baumber, J.1    Meyers, S.A.2
  • 23
    • 67649642113 scopus 로고    scopus 로고
    • Hyperactivation of stallion sperm is required for successful in vitro fertilization of equine oocytes
    • McPartlin LA, Suarez SS, Czaya CA, Hinrichs K, Bedford-Guaus SJ. Hyperactivation of stallion sperm is required for successful in vitro fertilization of equine oocytes. Biol Reprod 2009; 81:199-206
    • (2009) Biol Reprod , vol.81 , pp. 199-206
    • McPartlin, L.A.1    Suarez, S.S.2    Czaya, C.A.3    Hinrichs, K.4    Bedford-Guaus, S.J.5
  • 24
    • 58149510488 scopus 로고    scopus 로고
    • Sorbitol can fuel mouse sperm motility and protein tyrosine phosphorylation via sorbitol dehydrogenase
    • Cao W, Aghajanian HK, Haig-Ladewig LA, Gerton GL. Sorbitol can fuel mouse sperm motility and protein tyrosine phosphorylation via sorbitol dehydrogenase. Biol Reprod 2009; 80:124-133
    • (2009) Biol Reprod , vol.80 , pp. 124-133
    • Cao, W.1    Aghajanian, H.K.2    Haig-Ladewig, L.A.3    Gerton, G.L.4
  • 25
    • 77951021429 scopus 로고    scopus 로고
    • Classification of hyperactivated spermatozoa using a robust Minimum Bounding Square Ratio algorithm
    • Kaula N, Andrews A, Durso C, Dixon C, Graham JK. Classification of hyperactivated spermatozoa using a robust Minimum Bounding Square Ratio algorithm. Conf Proc IEEE Eng Med Biol Soc 2009; 2009:4941-4944
    • (2009) Conf Proc IEEE Eng Med Biol Soc , vol.2009 , pp. 4941-4944
    • Kaula, N.1    Andrews, A.2    Durso, C.3    Dixon, C.4    Graham, J.K.5
  • 28
    • 0022345758 scopus 로고
    • Improved pregnancy rate in human in vitro fertilization with the use of a medium based on the composition of human tubal fluid
    • Quinn P, Kerin JF, Warnes GM. Improved pregnancy rate in human in vitro fertilization with the use of a medium based on the composition of human tubal fluid. Fertil Steril 1985; 44:493-498
    • (1985) Fertil Steril , vol.44 , pp. 493-498
    • Quinn, P.1    Kerin, J.F.2    Warnes, G.M.3
  • 29
    • 33646189033 scopus 로고    scopus 로고
    • Performance of 10 inbred mouse strains following assisted reproductive technologies (ARTs)
    • Byers SL, Payson SJ, Taft RA. Performance of 10 inbred mouse strains following assisted reproductive technologies (ARTs). Theriogenology 2006; 65:1716-1726
    • (2006) Theriogenology , vol.65 , pp. 1716-1726
    • Byers, S.L.1    Payson, S.J.2    Taft, R.A.3
  • 31
    • 79958220394 scopus 로고    scopus 로고
    • LIBSVM-A Library for Support Vector Machines. World Wide Web. (November 4, 2009)
    • Change C-C, Lin C-J. LIBSVM-A Library for Support Vector Machines. 2001. World Wide Web (http://www.csie.ntu.edu.tw/~cjlin/libsvm). (November 4, 2009)
    • (2001)
    • Change, C.-C.1    Lin, C.-J.2
  • 32
    • 79958234364 scopus 로고    scopus 로고
    • (inventors). The United States of America as represented by the University of NorthCarolina at Chapel Hill, assignee. Sperm Motility Analyzer and Related Methods. U.S. Patent Application 61/409
    • Goodson SG, O'Brien DA, Zhang Z, Tsuruta JK, Wang W (inventors). The United States of America as represented by the University of NorthCarolina at Chapel Hill, assignee. Sperm Motility Analyzer and Related Methods. U.S. Patent Application 61/409,688; 2010
    • (2010) , pp. 688
    • Goodson, S.G.1    O'Brien, D.A.2    Zhang, Z.3    Tsuruta, J.K.4    Wang, W.5
  • 33
    • 84973587732 scopus 로고
    • A coefficient of agreement for nominal scales
    • Cohen J. A coefficient of agreement for nominal scales. Educ Psychol Meas 1960; 20:37-46
    • (1960) Educ Psychol Meas , vol.20 , pp. 37-46
    • Cohen, J.1
  • 34
    • 0023815495 scopus 로고
    • Temporal changes in motility parameters related to acrosomal status: identification and characterization of populations of hyperactivated human sperm
    • Robertson L, Wolf DP, Tash JS. Temporal changes in motility parameters related to acrosomal status: identification and characterization of populations of hyperactivated human sperm. Biol Reprod 1988; 39:797-805
    • (1988) Biol Reprod , vol.39 , pp. 797-805
    • Robertson, L.1    Wolf, D.P.2    Tash, J.S.3
  • 35
    • 0025325129 scopus 로고
    • Kinematics of human spermatozoa incubated under capacitating conditions
    • Mortimer ST, Mortimer D. Kinematics of human spermatozoa incubated under capacitating conditions. J Androl 1990; 11:195-203
    • (1990) J Androl , vol.11 , pp. 195-203
    • Mortimer, S.T.1    Mortimer, D.2
  • 36
    • 0022650341 scopus 로고
    • Bicarbonate is essential for fertilization of mouse eggs: mouse sperm require it to undergo the acrosome reaction
    • Lee MA, Storey BT. Bicarbonate is essential for fertilization of mouse eggs: mouse sperm require it to undergo the acrosome reaction. Biol Reprod 1986; 34:349-356
    • (1986) Biol Reprod , vol.34 , pp. 349-356
    • Lee, M.A.1    Storey, B.T.2
  • 37
    • 0025854824 scopus 로고
    • Bicarbonate: carbon-dioxide regulation of sperm capacitation, hyperactivated motility, and acrosome reactions
    • Boatman DE, Robbins RS. Bicarbonate: carbon-dioxide regulation of sperm capacitation, hyperactivated motility, and acrosome reactions. Biol Reprod 1991; 44:806-813
    • (1991) Biol Reprod , vol.44 , pp. 806-813
    • Boatman, D.E.1    Robbins, R.S.2
  • 39
    • 37349001073 scopus 로고    scopus 로고
    • JAM-A is present in mammalian spermatozoa where it is essential for normal motility
    • Shao M, Ghosh A, Cooke VG, Naik UP, Martin-DeLeon PA. JAM-A is present in mammalian spermatozoa where it is essential for normal motility. Dev Biol 2008; 313:246-255
    • (2008) Dev Biol , vol.313 , pp. 246-255
    • Shao, M.1    Ghosh, A.2    Cooke, V.G.3    Naik, U.P.4    Martin-DeLeon, P.A.5
  • 41
    • 0021612501 scopus 로고
    • Characterization of hyperactivated motility by human spermatozoa during capacitation: comparison of fertile and oligozoospermic sperm populations
    • Burkman LJ. Characterization of hyperactivated motility by human spermatozoa during capacitation: comparison of fertile and oligozoospermic sperm populations. Arch Androl 1984; 13:153-165
    • (1984) Arch Androl , vol.13 , pp. 153-165
    • Burkman, L.J.1
  • 42
    • 0029034145 scopus 로고
    • Action of metallic ions on the precocious development by rabbit sperm of motion patterns that are characteristic of hyperactivated motility
    • Young RJ, Bodt BA, Heitkamp DH. Action of metallic ions on the precocious development by rabbit sperm of motion patterns that are characteristic of hyperactivated motility. Mol Reprod Dev 1995; 41:239-248
    • (1995) Mol Reprod Dev , vol.41 , pp. 239-248
    • Young, R.J.1    Bodt, B.A.2    Heitkamp, D.H.3
  • 47
    • 33646271593 scopus 로고    scopus 로고
    • Cyclophosphamide treatment causes impairment of sperm and its fertilizing ability in mice
    • Elangovan N, Chiou TJ, Tzeng WF, Chu ST. Cyclophosphamide treatment causes impairment of sperm and its fertilizing ability in mice. Toxicology 2006; 222:60-70
    • (2006) Toxicology , vol.222 , pp. 60-70
    • Elangovan, N.1    Chiou, T.J.2    Tzeng, W.F.3    Chu, S.T.4
  • 48
    • 0035051802 scopus 로고    scopus 로고
    • Susceptibility of glycolytic enzyme activity and motility of spermatozoa from rat, mouse, and human to inhibition by proven and putative chlorinated antifertility compounds in vitro
    • Bone W, Jones AR, Morin C, Nieschlag E, Cooper TG. Susceptibility of glycolytic enzyme activity and motility of spermatozoa from rat, mouse, and human to inhibition by proven and putative chlorinated antifertility compounds in vitro. J Androl 2001; 22:464-470.
    • (2001) J Androl , vol.22 , pp. 464-470
    • Bone, W.1    Jones, A.R.2    Morin, C.3    Nieschlag, E.4    Cooper, T.G.5


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.