Sperm morphology: classification drift over time and clinical implications
Open accessAbstract
Objective To assess sperm morphology with Tygerberg (strict) and World Health Organization (WHO) 3rd criteria for intrauterine inseminations (IUI) between two eras to determine if there was a difference in pregnancy rates. Design Retrospective study. Setting Academic institution. Patient(s) 127 couples with 290 IUI treatments during 1996-97 (era 1) and 133 couples with 317 IUI treatments during 2005-06 (era 2). Intervention(s) None. Main outcome measure(s) Pregnancy rates per cycle and couple. Result(s) Average sperm morphology was higher in era 1 than era 2 for both WHO 3rd (37 ± 13% vs. 23 ± 10%) and strict criteria (8.0 ± 5.0% vs. 4.0 ± 3.0%). Pregnancy rates per cycle were 5.9% versus 19.8% in era 1 and 16.7% versus 19.3% in era 2 for couples with WHO 3rd morphology <30% or ≥30%, respectively. Pregnancy rates per cycle were 2.7% versus 15.0% in era 1 and 13.3% versus 14.7% in era 2 for couples with strict morphology ≤4% or >4%, respectively. Conclusion(s) There was a strong relationship between morphology and IUI outcome in era 1 that was not present in era 2. These results suggest that classification drift increased the percentage of men diagnosed with teratozoospermia and resulted in a loss of predictive value.
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Studies examining sperm morphology and pregnancy outcomes following IUI and IVF have produced variable results.
“In the context of these aforementioned limitations, studies have been performed examining sperm morphology and pregnancy outcomes following IUI7891011 and IVF112131415161718 with variable results.”
From Men with a complete absence of normal sperm morphology exhibit high rates of success without assisted reproduction (2017) · cites this paper as [7]
The Results and Discussion report that sperm morphology predicted clinical pregnancy after IUI in the earlier era but not the later era, supporting variable IUI findings. The paper mentions IVF in its background but does not examine pregnancy outcomes following IVF, so it does not support that part of the claim. (LLM, conf=0.86)
Experimental — accuracy not yet measuredThe cut-off of 4% in the fifth edition was criticized as being too low, resulting in poor prediction of ART outcomes.
“Although some research found a good correlation between the strict classification of sperm morphology and pregnancy outcome, the cut-off of 4% in the fifth edition was criticized as being too low, resulting in poor prediction of ART outcomes (31).”
From Isolated teratozoospermia: revisiting its relevance in male infertility: a narrative review (2024) · cites this paper as [31]
The Results and Discussion report that a 4% strict-morphology threshold did not predict pregnancy in the later IUI era. But the same threshold was predictive in the earlier era, and the paper attributes the loss of predictive value to classification drift, not to the fifth edition’s cut-off being too low. The study concerns IUI outcomes, rather than ART outcomes generally. (LLM, conf=0.87)
Experimental — accuracy not yet measuredSome research found a good correlation between the strict classification of sperm morphology and pregnancy outcome.
“Although some research found a good correlation between the strict classification of sperm morphology and pregnancy outcome, the cut-off of 4% in the fifth edition was criticized as being too low, resulting in poor prediction of ART outcomes (31).”
From Isolated teratozoospermia: revisiting its relevance in male infertility: a narrative review (2024) · cites this paper as [31]
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World Health Organization reference values for human semen characteristics*‡
Cooper, T. G., Noonan, E., von Eckardstein, S., Auger, J., Baker, H. W. G., Behre, H. M., Haugen, T. B., Kruger, T., Wang, C., Mbizvo, M. T., et al. (2010) · Human Reproduction Update · doi:10.1093/humupd/dmp048 · Cited by 2,827 · see citing works
Evidence for decreasing quality of semen during past 50 years.
Carlsen, E., Giwercman, A., Keiding, N., & Skakkebæk, N. E. (1992) · BMJ · doi:10.1136/bmj.305.6854.609 · Cited by 2,768 · see citing works
Skakkebæk, N. E., Meyts, E. R., & Main, K. M. (2001) · Human Reproduction · doi:10.1093/humrep/16.5.972 · Cited by 2,261 · see citing works
Laboratory manual for the examination of human semen and semen-cervical mucus interaction.
Ma, B., Moghissi, K. S., ELIASSON, R., Ca, P., Aj, G., & Mr, P. (1980) · Cited by 2,209 · see citing works
Sperm Morphology, Motility, and Concentration in Fertile and Infertile Men
Guzick, D. S., Overstreet, J. W., Factor-Litvak, P., Brazil, C. K., Nakajima, S. T., Coutifaris, C., Carson, S. A., Cisneros, P., Steinkampf, M. P., Hill, J. A., et al. (2001) · New England Journal of Medicine · doi:10.1056/nejmoa003005 · Cited by 1,336 · see citing works
Sperm morphologic features as a prognostic factor in in vitro fertilization
Kruger, T. F., Menkveld, R., Stander, F. S. H., Lombard, C. J., Van der Merwe, J. P., van Zyl, J. A., & Smith, K. (1986) · Fertility and Sterility · doi:10.1016/s0015-0282(16)49891-2 · Cited by 1,208 · see citing works
Predictive value of abnormal sperm morphology in in vitro fertilization
Kruger, T. F., Acosta, A. A., Simmons, K. F., Swanson, R. J., Matta, J. F., & Oehninger, S. (1988) · Fertility and Sterility · doi:10.1016/s0015-0282(16)59660-5 · Cited by 1,159 · see citing works
Decline in Semen Quality among Fertile Men in Paris during the Past 20 Years
Auger, J., Kunstmann, J. M., Czyglik, F., & Jouannet, P. (1995) · New England Journal of Medicine · doi:10.1056/nejm199502023320501 · Cited by 1,131 · see citing works
Bonde, J. P. E., Ernst, E., Jensen, T. K., Hjollund, N. H. I., Kolstad, H., Scheike, T., Giwercman, A., Skakkebæk, N. E., Henriksen, T. B., & Olsen, J. (1998) · The Lancet · doi:10.1016/s0140-6736(97)10514-1 · Cited by 791 · see citing works
The evaluation of morphological characteristics of human spermatozoa according to stricter criteria
Menkveld, R., Stander, F. S. H., Kotze, T. J. V., Kruger, T. F., & Zyl, J. A. V. (1990) · Human Reproduction · doi:10.1093/oxfordjournals.humrep.a137150 · Cited by 677 · see citing works
Homan, G. F., Davies, M., & Norman, R. (2007) · Human Reproduction Update · doi:10.1093/humupd/dml056 · Cited by 546 · see citing works
Aitken, R. J., Koopman, P. A., & Lewis, S. E. M. (2004) · Nature · doi:10.1038/432048a · Cited by 328 · see citing works
Significance of sperm characteristics in the evaluation of male infertility
Nallella, K. P., Sharma, R. K., Aziz, N., & Agarwal, A. (2006) · Fertility and Sterility · doi:10.1016/j.fertnstert.2005.08.024 · Cited by 288 · see citing works
Semen Quality and Human Fertility: A Prospective Study With Healthy Couples
Zinaman, M. J., Brown, C., Selevan, S. G., & Clegg, E. D. (2000) · Journal of Andrology · doi:10.1002/j.1939-4640.2000.tb03284.x · Cited by 287 · see citing works
Menkveld, R. (2001) · Human Reproduction · doi:10.1093/humrep/16.6.1165 · Cited by 265 · see citing works
Predictive value of normal sperm morphology: a structured literature review
Coetzee, K. (1998) · Human Reproduction Update · doi:10.1093/humupd/4.1.73 · Cited by 253 · see citing works
Paulsen, C. A., Berman, N., & Wang, C. (1996) · Fertility and Sterility · doi:10.1016/s0015-0282(16)58279-x · Cited by 242 · see citing works
Waart, J. V. (2001) · Human Reproduction Update · doi:10.1093/humupd/7.5.495 · Cited by 225 · see citing works
Deterioration of sperm quality in young healthy Belgian men
Waeleghem, K. V., Clercq, N. D., Vermeulen, L., Schoonjans, F., & Comhaire, F. H. (1996) · Human Reproduction · doi:10.1093/humrep/11.2.325 · Cited by 223 · see citing works
Menkveld, R. (2010) · Asian Journal of Andrology · doi:10.1038/aja.2009.14 · Cited by 192 · see citing works
Internal quality control of semen analysis
Cooper, T. G., Neuwinger, J., Bahrs, S., & Nieschlag, E. (1992) · Fertility and Sterility · doi:10.1016/s0015-0282(16)55156-5 · Cited by 164 · see citing works
Andolz, P. (1999) · Human Reproduction · doi:10.1093/humrep/14.3.731 · Cited by 142 · see citing works
Semen quality and intrauterine insemination
Ombelet, W., Deblaere, K., Bosmans, E., Cox, A., Jacobs, P., Janssen, M., & Nijs, M. (2003) · Reproductive BioMedicine Online · doi:10.1016/s1472-6483(10)61894-9 · Cited by 133 · see citing works
Sperm Morphology Assessment—Historical Perspectives and Current Opinions
Mortimer, D., & Menkveld, R. (2001) · Journal of Andrology · doi:10.1002/j.1939-4640.2001.tb02171.x · Cited by 114 · see citing works
Declining Worldwide Sperm Counts: Disproving a Myth
Fisch, H. (2008) · Urologic Clinics of North America · doi:10.1016/j.ucl.2008.01.001 · Cited by 106 · see citing works
Gunalp, S., Öncüloğlu, C., Gürgan, T., Kruger, T. F., & Lombard, C. J. (2001) · Human Reproduction · doi:10.1093/humrep/16.1.110 · Cited by 105 · see citing works
Lack of standardization in performance of the semen analysis among laboratories in the United States
Keel, B. A., Stembridge, T. W., Pineda, G., & Serafy, N. T. (2002) · Fertility and Sterility · doi:10.1016/s0015-0282(02)03296-x · Cited by 105 · see citing works
Berling, S., & Wölner‐Hanssen, P. (1997) · Human Reproduction · doi:10.1093/humrep/12.5.1002 · Cited by 101 · see citing works
Riddell, D., Pacey, A. A., & Whittington, K. (2005) · Human Reproduction · doi:10.1093/humrep/dei230 · Cited by 98 · see citing works
Male accessory gland infection
Krause, W. K. H. (2008) · Andrologia · doi:10.1111/j.1439-0272.2007.00822.x · Cited by 57 · see citing works
Possible Changes in Male Fertility Over a 15-Year Period
Menkveld, R., Zyl, J. A. V., Kotze, T. J. W., & Joubert, G. (1986) · Archives of Andrology · doi:10.3109/01485018608990186 · Cited by 48 · see citing works
Is human fecundity declining in Western countries?
Velde, E. R. T., Burdorf, A., Nieschlag, E., Eijkemans, M. J. C., Kremer, J. A. M., Roeleveld, N., & Habbema, D. (2010) · Human Reproduction · doi:10.1093/humrep/deq085 · Cited by 45 · see citing works
Multicenter Study on Reproducibility of Sperm Morphology Assessments
Ombelet, W., Bosmans, E., Janssen, M. A. C., Cox, A., Maes, M., Punjabi, U. R., Blaton, V. H., Gunst, J., Haidl, G., Wouters, E., et al. (1998) · Archives of Andrology · doi:10.3109/01485019808987952 · Cited by 44 · see citing works
[Analysis of decline in seminal fluid in the Italian population during the past 15 years].
Bilotta, P., Guglielmo, R., & Steffè, M. (1999) · PubMed · Cited by 32 · see citing works
Monitoring technologist reading skills in a sperm morphology quality control program
Franken, D. R., Menkveld, R., Kruger, T. F., Sekadde-Kigondu, C., & Lombard, C. (2003) · Fertility and Sterility · doi:10.1016/s0015-0282(03)00367-4 · Cited by 28 · see citing works
Self-rated health and semen quality among 3,457 young Danish men
Jensen, T. K., Jørgensen, N., Asklund, C., Carlsen, E., Kristensen, T. S., Holm, M. L., & Skakkebæk, N. E. (2007) · Fertility and Sterility · doi:10.1016/j.fertnstert.2007.01.015 · Cited by 21 · see citing works
Lessons learned from a sperm morphology quality control programme
Franken, D. R., & Kruger, T. F. (2006) · Andrologia · doi:10.1111/j.1439-0272.2006.00745.x · Cited by 20 · see citing works
Reassessment of sperm morphology of archival semen smears from the period 1980–1994
Horte, A., Vierula, M., Toppari, J., & Suominen, J. (2001) · International Journal of Andrology · doi:10.1046/j.1365-2605.2001.00285.x · Cited by 14 · see citing works
Morphology training is compulsory to ensure relevant clinical results
Franken, D. R., Avari, K. M., & Palshetkar, N. (2008) · Andrologia · doi:10.1111/j.1439-0272.2008.00872.x · Cited by 3 · see citing works
Hughes, P. M., Jensen, K. E., Ryu, E., Bryant, S., Coddington, C. C., & Morbeck, D. E. (2008) · Fertility and Sterility · doi:10.1016/j.fertnstert.2008.07.685 · Cited by 1 · see citing works
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Flagged first, then by citations
2 of the 42 references couldn’t be matched to a known paper.
Research works printed but not linked: 3
- World Health Organization. Laboratory manual for the examination of human semen and sperm- cervical mucus interaction. 3rd ed. Cambridge: Cambridge University Press; 1992.
- Cooper TG, Noonan E, von Eckardstein S, Auger J, Baker HWG, Behre HM, et al. World Health Organi- zation reference values for human semen characteris- tics. Hum Reprod Update 2010;16:231-45.
- World Health Organization. Laboratory manual for the examination and processing of human semen. 5th ed. Geneva: WHO Press; 2010.
Cited by
Sorted by citations
Sperm morphology: assessment, pathophysiology, clinical relevance, and state of the art in 2017
Gatimel, N., Moreau, J., Parinaud, J., & Léandri, R. D. (2017) · Andrology · doi:10.1111/andr.12389 · Cited by 172 · see citing works
Tomlinson, M. J. (2016) · Andrology · doi:10.1111/andr.12209 · Cited by 73 · see citing works
Smith, R., Kovac, J., Cajipe, M., Lamb, D., & Lipshultz, L. (2017) · Asian Journal of Andrology · doi:10.4103/1008-682x.189211 · Cited by 66 · see citing works
Kohn, T. P., Kohn, J. R., & Ramasamy, R. (2018) · Journal of Urology · doi:10.1016/j.juro.2017.11.045 · Cited by 56 · see citing works
Rothmann, S. A., Bort, A.-M., Quigley, J. M., & Pillow, R. (2012) · Methods in molecular biology · doi:10.1007/978-1-62703-038-0_4 · Cited by 38 · see citing works
Isolated abnormal strict morphology is not a contraindication for intrauterine insemination
Lockwood, G. M., Deveneau, N. E., Shridharani, A. N., Strawn, E. Y., & Sandlow, J. I. (2015) · Andrology · doi:10.1111/andr.12098 · Cited by 34 · see citing works
Ivanski, F., de Oliveira, V. M., de Oliveira, I. M., de Araújo-Ramos, A. T., Tonete, S. T. D. O., Hykavei, G. D. O., Bargi‐Souza, P., Schiessel, D. L., Martino‐Andrade, A. J., Romano, M. A., et al. (2020) · Toxicology · doi:10.1016/j.tox.2020.152428 · Cited by 29 · see citing works
Role of Abnormal Sperm Morphology in Predicting Pregnancy Outcomes
Shabtaie, S. A., Gerkowicz, S. A., Kohn, T. P., & Ramasamy, R. (2016) · Current Urology Reports · doi:10.1007/s11934-016-0623-1 · Cited by 26 · see citing works
Isolated teratozoospermia: revisiting its relevance in male infertility: a narrative review
Atmoko, W., Savira, M., Shah, R., Chung, E., & Agarwal, A. (2024) · Translational Andrology and Urology · doi:10.21037/tau-23-397 · Cited by 23 · see citing works
“Although some research found a good correlation between the strict classification of sperm morphology and pregnancy outcome, the cut-off of 4% in the fifth edition was criticized as being too low, resulting in poor prediction of ART outcomes (31).”
Punjani, N., Alawamlh, O. A. H., Kim, S., Salter, C. A., Wald, G., Feliciano, M., Williams, N., Dudley, V. L., & Goldstein, M. (2022) · The World Journal of Men s Health · doi:10.5534/wjmh.210201 · Cited by 21 · see citing works
Pereira, N., Neri, Q. V., Lekovich, J. P., Spandorfer, S. D., Palermo, G. D., & Rosenwaks, Z. (2015) · BioMed Research International · doi:10.1155/2015/470819 · Cited by 19 · see citing works
Akhigbe, R. E., Afolabi, O. A., & Ajayi, A. F. (2023) · Frontiers in Endocrinology · doi:10.3389/fendo.2023.1180085 · Cited by 15 · see citing works
Pham, T. D., Dang, V. Q., Ho, V. N. A., Tran, C. T., Nguyen, D. T. P., Vuong, L. N., Ho, T. M., Mol, B. W., & Wang, R. (2025) · Human Reproduction · doi:10.1093/humrep/deae252 · Cited by 12 · see citing works
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Stanhiser, J., Mersereau, J. E., Dock, D., Boylan, C. F., Caprell, H., Coward, R. M., Berger, D. S., & Fritz, M. A. (2020) · F&S Reports · doi:10.1016/j.xfre.2020.11.007 · Cited by 11 · see citing works
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Parekh, N. V., & Agarwal, A. K. (2020) · Springer eBooks · doi:10.1007/978-3-030-32300-4_3 · Cited by 4 · see citing works
Rothmann, S. A., & Bort, A.-M. (2018) · Elsevier eBooks · doi:10.1016/b978-0-12-801238-3.64936-x · Cited by 4 · see citing works
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Sergounioti, A., Alonaris, E., & Rigas, D. I. (2025) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/2025.04.27.650828 · Cited by 3 · see citing works
Menkveld, R., Hollenstein, S., & Roth, F. (2021) · Springer eBooks · doi:10.1007/978-3-030-66292-9_39 · Cited by 1 · see citing works
Navarrete, J. A. L., Monzón, S. R., Chávez-Olivares, V. M. A., & Navarrete, O. S. S. (2013) · Revista Mexicana de Medicina de la Reproducción
Aparicio‐Ruiz, B., Basile, N., Romany, L., Viloria, T., Gimenez, J. R., & Meseguer, M. (2016) · Fertility and Sterility · doi:10.1016/j.fertnstert.2016.07.266
Pavlovic, Z. J., Nemov, V. C., Sarkar, P., Jahandideh, S. S., Devine, K., & Imudia, A. N. (2024) · Urology · doi:10.1016/j.urology.2024.07.043
Burks, H. R., Peck, J. D., Hansen, K. R., Stoner, J. A., & Craig, L. B. (2025) · PLoS ONE · doi:10.1371/journal.pone.0317521
Rothmann, S. A., & Bort, A.-M. (2018) · Elsevier eBooks · doi:10.1016/b978-0-443-21477-6.00616-7
- Authors
- Morbeck, D. E., Leonard, P. H., Weaver, A. L., Shimek, K. M., Bouwsma, E. V. A., & Coddington, C. C.
- Affiliations
- Mayo Clinic (US)
- Corresponding author
- Morbeck, Dean E.
- Venue
- Fertility and Sterility
- Publisher
- Elsevier BV
- Published
- 2011-12
- Volume
- 96
- Issue
- 6
- Pages
- 1350-1354
- ISSN
- 0015-0282 (ISSN-L)
- OpenAlex
- W2013234055
- Cited by
- 24
- References
- 42
- Citations by year
- 2025: 2 · 2024: 3 · 2023: 1 · 2022: 1 · 2021: 1 · 2020: 3 · 2018: 2 · 2017: 2 · 2016: 4 · 2015: 2 · 2013: 2 · 2012: 1
- FWCI
- 1.06
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- Locations
- Fertility and Sterility (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Reproductive Medicine › Sperm and Testicular Function
- Health Sciences › Medicine › Reproductive Medicine › Reproductive Health and Technologies
- Health Sciences › Health Professions › General Health Professions › Male Reproductive Health Studies
- Keywords
- sperm morphology, intrauterine insemination, pregnancy rate, teratozoospermia, male infertility, diagnostic criteria revision
- MeSH terms
- Adult, Female, Humans, Infertility, Male, Insemination, Artificial, Male, Pregnancy, Retrospective Studies, Spermatozoa, Time Factors, Pregnancy Rate, Cell Shape, Semen Analysis
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