Journal of Andrology, Vol. 24, No. 3, May/June 2003
Copyright © American Society of Andrology
New Semen Quality Scores Developed by Principal Component Analysis of Semen Characteristics
ASHOK AGARWAL*,
RAKESH K. SHARMA* AND
DAVID R. NELSON
From the * Center for Advanced Research in Human
Reproduction, Infertility, and Sexual Function, Urological. Institute and
Department of Obstetrics-Gynecology, and the
Department of Biostatistics and Epidemiology,
The Cleveland Clinic Foundation, Cleveland, Ohio.
| Correspondence to: Dr Ashok Agarwal, Director, Center for Advanced Research in
Human Reproduction, Infertility, and Sexual Function, Urological Institute,
The Cleveland Clinic Foundation, 9500 Euclid Ave, Desk A19.1, Cleveland, OH
44195 (e-mail:
agarwaa{at}ccf.org). |
The purpose of this study was to determine whether semen characteristics
can be reduced to 2 semen quality (SQ) scores and whether these new scores can
help the clinician in assessing the reproductive outcome. A cross-sectional
sample of 250 patients seeking infertility treatment were analyzed for semen
characteristics. In addition, 177 male-factor patients (prostatitis with
infection, n = 40; varicocele, n = 77; varicocele with infections, n = 11; and
vasectomy reversal, n = 43) were also assessed. Sperm motion kinetics were
measured by computer-assisted semen analysis (CASA) (concentration, percent
motility, curvilinear velocity [VCL], straight-line velocity [VSL], average
path velocity [VAP], linearity [LIN], and amplitude of lateral head
displacement [ALH]). Sperm morphology was assessed by both World Health
Organization (WHO) guidelines and Tygerberg strict criteria. The principal
component analysis model was used to construct an SQ score and a relative
semen quality (RQ) score. A separate set of 25 normal donors was included as
controls to determine normal ranges of the semen scores. Among the patient
samples, SQ and RQ scores (median and 25% and 75% interquartile values) were
89.9, 25.1, and 130.4 and 106.1, 45.2, and 165.9, respectively. The SQ score
for the varicocele and varicocele with infection groups was comparable (78.6
± 17.4 and 84.8 ± 20.6) but significantly different from the
control (100 ± 10, P < .001 and .03). Vasectomy reversal patients
had an SQ score of 78.2 plus or minus 16.8 that was significantly lower than
controls (P < .001). The correlation among semen characteristics allows for
the efficient combining of semen measures. The composite scores can summarize
overall SQ and quantity. Both SQ and RQ scores provide meaningful information
on the quality of semen specimens for the clinician.
Key words: Computer-assisted semen analysis, infertility, spermatozoa, morphology
This article has been cited by other articles:

|
 |

|
 |
 
I. N. Martinez, J. M. Moran, and F. J. Pena
Two-Step Cluster Procedure After Principal Component Analysis Identifies Sperm Subpopulations in Canine Ejaculates and Its Relation to Cryoresistance
J Androl,
July 1, 2006;
27(4):
596 - 603.
[Abstract]
[Full Text]
[PDF]
|
 |
|
Copyright © 2003 by The American Society of Andrology.