1.Globozoospermia: A Case Report and Systematic Review of Literature
Andrea CRAFA ; Rosita Angela CONDORELLI ; Sandro La VIGNERA ; Aldo Eugenio CALOGERO ; Rossella CANNARELLA
The World Journal of Men's Health 2023;41(1):49-80
Purpose:
Globozoospermia is a genetic syndrome characterized by the presence of round-headed spermatozoa and infertility due to the inability of these spermatozoa to fertilize the oocyte. In this article, we present the clinical case of a young globozoospermic patient with a new, not yet described mutation of the DPY19L2 gene. We also performed a systematic review of the literature on gene mutations, the outcome of assisted reproductive techniques, and the risk of transmission of abnormalities to the offspring in patients with globozoospermia and made recommendations to offer a more appropriate clinical management of these patients.
Materials and Methods:
We performed a systematic search in the PubMed, Google Scholar, and Scopus databases from their inception to December 2021. The search strategy included the combination of the following Medical Subjects Headings (MeSH) terms and keywords: “globozoospermia”, “round-headed spermatozoa”, “round head spermatozoa”, “intracytoplasmic sperm injection”, “ICSI”, “offspring”, “child health”, “assisted reproductive technique outcome”. All the eligible studies were selected following the PECOS (Population, Exposure, Comparison/Comparator, Outcomes, Study design) model. The quality of included studies was assessed by applying the “Cambridge Quality Checklists”.
Results:
The main genes involved in the pathogenesis of globozoospermia are DPY19L2, SPATA16, PICK1, GGN, SPACA1, ZPBP, CCDC62, and CCNB3 genes. Other genes could also play a role. These include C2CD6, C7orf61, CCIN, DNH17, DNH6, PIWIL4, and CHPT1. Globozoospermic patients should undergo ART to achieve fertility. In particular, intracytoplasmic sperm injection with assisted oocyte activation or intracytoplasmic morphologically-selected sperm injection appears to be associated with a higher success rate. Patients with globozoospermia should also be evaluated for the high rate of sperm aneuploidy which appears to influence the success rate of ART but does not appear to be associated with an increased risk of transmission of genetic abnormalities to offspring.
Conclusions
This systematic review summarizes the evidence on the gene panel to be evaluated, ICSI outcomes, and the health of the offspring in patients with globozoospermia. Evidence-based recommendations on the management of patients with globozoospermia are provided.
2.Sperm Mesoderm Specific Transcript Gene Methylation Status in Infertile Patients:A Systematic Review and Meta-Analysis
Rossella CANNARELLA ; Claudia LEANZA ; Andrea CRAFA ; Federica BARBAGALLO ; Sandro La VIGNERA ; Rosita Angela CONDORELLI ; Aldo Eugenio CALOGERO
The World Journal of Men's Health 2024;42(3):543-554
Purpose:
The mesoderm specific transcription (MEST) gene is a paternally expressed imprinted gene that appears to play a role in embryo survival. The latest meta-analysis on MEST methylation pattern in spermatozoa of infertile patients found higher methylation in spermatozoa from infertile patients than fertile controls. To provide an updated and comprehensive systematic review and meta-analysis on the MEST gene methylation pattern in patients with abnormal sperm parameters compared to men with normal parameters.
Materials and Methods:
This meta-analysis was registered in PROSPERO (CRD42023397056) and performed following the MOOSE guidelines for Meta-analyses and Systematic Reviews of Observational Studies and the Preferred Reporting Items for Systematic Reviews and Meta-Analysis Protocols (PRISMA-P). Only original articles evaluating MEST gene methylation in spermatozoa from patients with infertility or abnormalities in one or more sperm parameters compared to fertile or normozoospermic men were included.
Results:
Of 354 abstracts evaluated for eligibility, only 6 studies were included in the quantitative synthesis, involving a total of 301 patients and 163 controls. Our analysis showed significantly higher levels of MEST gene methylation in patients compared with controls (standard mean difference [SMD] 2.150, 95% confidence interval [CI] 0.377, 3.922; p=0.017), although there was significant heterogeneity between studies (Q-value=239.90, p<0.001; I2=97.91%). No significant evidence of publication bias was found, although one study was sensitive enough to skew the results, leading to a loss of significance (SMD 1.543, 95% CI –0.300, 3.387; p=0.101). In meta-regression analysis, we found that the results were independent of both ages (p=0.6519) and sperm concentration (p=0.2360).
Conclusions
Sperm DNA methylation may be associated with epigenetic risk in assisted reproductive techniques (ART). The MEST gene could be included in the genetic panel of prospective studies aimed at identifying the most representative and cost-effective genes to be analyzed in couples undergoing ART.
3.Impact of Varicocele Repair on Assisted Reproductive Technique Outcomes in Infertile Men: A Systematic Review and Meta-Analysis
Ayad PALANI ; Rossella CANNARELLA ; Ramadan SALEH ; Gianmaria SALVIO ; Ahmed M. HARRAZ ; Andrea CRAFA ; Fahmi BAHAR ; Kadir BOCU ; Naveen KUMAR ; Priyank KOTHARI ; Germar-Michael PINGGERA ; Selahittin CAYAN ; Giovanni M. COLPI ; Widi ATMOKO ; Rupin SHAH ; Ashok AGARWAL
The World Journal of Men's Health 2025;43(2):344-348
Purpose:
In this systematic review and meta-analysis, we investigated assisted reproductive technology (ART) success in infertile men with clinical varicocele and abnormal semen parameters who underwent varicocele repair (VR) before the ART procedure as compared to those who did not.
Materials and Methods:
A comprehensive search of the Scopus, PubMed, Embase, and Cochrane Library databases was conducted using a specific query string to identify studies examining the impact of VR on ART outcomes, including fertilization rate, clinical pregnancy, pregnancy loss, and live-birth rate, until October 2023. Outcomes were analyzed based on the type of ART. Studies on VR in infertile men with non-obstructive azoospermia and those who underwent ART only due to female factor infertility were excluded from the study.
Results:
Out of 1,554 articles reviewed, only 9 met the inclusion criteria for the study. All the included articles were observational studies. The variability in study quality in the included literature resulted in a moderate overall risk of bias. Data analysis showed that for intrauterine insemination, there was no difference in the clinical pregnancy rate (odds ratio [OR] 1.01, 95% confidence interval [CI]: 0.42, 2.45; p=0.97). However, for intracytoplasmic sperm injection (ICSI), men with VR showed a significant improvement in fertilization rate (mean difference 10.9, 95% CI: 5.94, 15.89; p<0.01), clinical pregnancy rate (OR 1.38, 95% CI: 1.07, 1.78; p=0.01) and live-birth rate (OR 2.07, 95% CI: 1.45, 2.97; p<0.01), compared to men who did not undergo VR.
Conclusions
The findings of this systematic review and meta-analysis suggest that VR has a positive impact on pregnancy and live birth rates after ICSI. However, biases like small sample sizes and heterogeneous populations highlight the need for larger, well-designed prospective studies to validate these findings.
4.Impact of Varicocele Repair on Assisted Reproductive Technique Outcomes in Infertile Men: A Systematic Review and Meta-Analysis
Ayad PALANI ; Rossella CANNARELLA ; Ramadan SALEH ; Gianmaria SALVIO ; Ahmed M. HARRAZ ; Andrea CRAFA ; Fahmi BAHAR ; Kadir BOCU ; Naveen KUMAR ; Priyank KOTHARI ; Germar-Michael PINGGERA ; Selahittin CAYAN ; Giovanni M. COLPI ; Widi ATMOKO ; Rupin SHAH ; Ashok AGARWAL
The World Journal of Men's Health 2025;43(2):344-348
Purpose:
In this systematic review and meta-analysis, we investigated assisted reproductive technology (ART) success in infertile men with clinical varicocele and abnormal semen parameters who underwent varicocele repair (VR) before the ART procedure as compared to those who did not.
Materials and Methods:
A comprehensive search of the Scopus, PubMed, Embase, and Cochrane Library databases was conducted using a specific query string to identify studies examining the impact of VR on ART outcomes, including fertilization rate, clinical pregnancy, pregnancy loss, and live-birth rate, until October 2023. Outcomes were analyzed based on the type of ART. Studies on VR in infertile men with non-obstructive azoospermia and those who underwent ART only due to female factor infertility were excluded from the study.
Results:
Out of 1,554 articles reviewed, only 9 met the inclusion criteria for the study. All the included articles were observational studies. The variability in study quality in the included literature resulted in a moderate overall risk of bias. Data analysis showed that for intrauterine insemination, there was no difference in the clinical pregnancy rate (odds ratio [OR] 1.01, 95% confidence interval [CI]: 0.42, 2.45; p=0.97). However, for intracytoplasmic sperm injection (ICSI), men with VR showed a significant improvement in fertilization rate (mean difference 10.9, 95% CI: 5.94, 15.89; p<0.01), clinical pregnancy rate (OR 1.38, 95% CI: 1.07, 1.78; p=0.01) and live-birth rate (OR 2.07, 95% CI: 1.45, 2.97; p<0.01), compared to men who did not undergo VR.
Conclusions
The findings of this systematic review and meta-analysis suggest that VR has a positive impact on pregnancy and live birth rates after ICSI. However, biases like small sample sizes and heterogeneous populations highlight the need for larger, well-designed prospective studies to validate these findings.
5.Impact of Varicocele Repair on Assisted Reproductive Technique Outcomes in Infertile Men: A Systematic Review and Meta-Analysis
Ayad PALANI ; Rossella CANNARELLA ; Ramadan SALEH ; Gianmaria SALVIO ; Ahmed M. HARRAZ ; Andrea CRAFA ; Fahmi BAHAR ; Kadir BOCU ; Naveen KUMAR ; Priyank KOTHARI ; Germar-Michael PINGGERA ; Selahittin CAYAN ; Giovanni M. COLPI ; Widi ATMOKO ; Rupin SHAH ; Ashok AGARWAL
The World Journal of Men's Health 2025;43(2):344-348
Purpose:
In this systematic review and meta-analysis, we investigated assisted reproductive technology (ART) success in infertile men with clinical varicocele and abnormal semen parameters who underwent varicocele repair (VR) before the ART procedure as compared to those who did not.
Materials and Methods:
A comprehensive search of the Scopus, PubMed, Embase, and Cochrane Library databases was conducted using a specific query string to identify studies examining the impact of VR on ART outcomes, including fertilization rate, clinical pregnancy, pregnancy loss, and live-birth rate, until October 2023. Outcomes were analyzed based on the type of ART. Studies on VR in infertile men with non-obstructive azoospermia and those who underwent ART only due to female factor infertility were excluded from the study.
Results:
Out of 1,554 articles reviewed, only 9 met the inclusion criteria for the study. All the included articles were observational studies. The variability in study quality in the included literature resulted in a moderate overall risk of bias. Data analysis showed that for intrauterine insemination, there was no difference in the clinical pregnancy rate (odds ratio [OR] 1.01, 95% confidence interval [CI]: 0.42, 2.45; p=0.97). However, for intracytoplasmic sperm injection (ICSI), men with VR showed a significant improvement in fertilization rate (mean difference 10.9, 95% CI: 5.94, 15.89; p<0.01), clinical pregnancy rate (OR 1.38, 95% CI: 1.07, 1.78; p=0.01) and live-birth rate (OR 2.07, 95% CI: 1.45, 2.97; p<0.01), compared to men who did not undergo VR.
Conclusions
The findings of this systematic review and meta-analysis suggest that VR has a positive impact on pregnancy and live birth rates after ICSI. However, biases like small sample sizes and heterogeneous populations highlight the need for larger, well-designed prospective studies to validate these findings.
6.Impact of Varicocele Repair on Assisted Reproductive Technique Outcomes in Infertile Men: A Systematic Review and Meta-Analysis
Ayad PALANI ; Rossella CANNARELLA ; Ramadan SALEH ; Gianmaria SALVIO ; Ahmed M. HARRAZ ; Andrea CRAFA ; Fahmi BAHAR ; Kadir BOCU ; Naveen KUMAR ; Priyank KOTHARI ; Germar-Michael PINGGERA ; Selahittin CAYAN ; Giovanni M. COLPI ; Widi ATMOKO ; Rupin SHAH ; Ashok AGARWAL
The World Journal of Men's Health 2025;43(2):344-348
Purpose:
In this systematic review and meta-analysis, we investigated assisted reproductive technology (ART) success in infertile men with clinical varicocele and abnormal semen parameters who underwent varicocele repair (VR) before the ART procedure as compared to those who did not.
Materials and Methods:
A comprehensive search of the Scopus, PubMed, Embase, and Cochrane Library databases was conducted using a specific query string to identify studies examining the impact of VR on ART outcomes, including fertilization rate, clinical pregnancy, pregnancy loss, and live-birth rate, until October 2023. Outcomes were analyzed based on the type of ART. Studies on VR in infertile men with non-obstructive azoospermia and those who underwent ART only due to female factor infertility were excluded from the study.
Results:
Out of 1,554 articles reviewed, only 9 met the inclusion criteria for the study. All the included articles were observational studies. The variability in study quality in the included literature resulted in a moderate overall risk of bias. Data analysis showed that for intrauterine insemination, there was no difference in the clinical pregnancy rate (odds ratio [OR] 1.01, 95% confidence interval [CI]: 0.42, 2.45; p=0.97). However, for intracytoplasmic sperm injection (ICSI), men with VR showed a significant improvement in fertilization rate (mean difference 10.9, 95% CI: 5.94, 15.89; p<0.01), clinical pregnancy rate (OR 1.38, 95% CI: 1.07, 1.78; p=0.01) and live-birth rate (OR 2.07, 95% CI: 1.45, 2.97; p<0.01), compared to men who did not undergo VR.
Conclusions
The findings of this systematic review and meta-analysis suggest that VR has a positive impact on pregnancy and live birth rates after ICSI. However, biases like small sample sizes and heterogeneous populations highlight the need for larger, well-designed prospective studies to validate these findings.
7.Impact of Varicocele Repair on Assisted Reproductive Technique Outcomes in Infertile Men: A Systematic Review and Meta-Analysis
Ayad PALANI ; Rossella CANNARELLA ; Ramadan SALEH ; Gianmaria SALVIO ; Ahmed M. HARRAZ ; Andrea CRAFA ; Fahmi BAHAR ; Kadir BOCU ; Naveen KUMAR ; Priyank KOTHARI ; Germar-Michael PINGGERA ; Selahittin CAYAN ; Giovanni M. COLPI ; Widi ATMOKO ; Rupin SHAH ; Ashok AGARWAL
The World Journal of Men's Health 2025;43(2):344-348
Purpose:
In this systematic review and meta-analysis, we investigated assisted reproductive technology (ART) success in infertile men with clinical varicocele and abnormal semen parameters who underwent varicocele repair (VR) before the ART procedure as compared to those who did not.
Materials and Methods:
A comprehensive search of the Scopus, PubMed, Embase, and Cochrane Library databases was conducted using a specific query string to identify studies examining the impact of VR on ART outcomes, including fertilization rate, clinical pregnancy, pregnancy loss, and live-birth rate, until October 2023. Outcomes were analyzed based on the type of ART. Studies on VR in infertile men with non-obstructive azoospermia and those who underwent ART only due to female factor infertility were excluded from the study.
Results:
Out of 1,554 articles reviewed, only 9 met the inclusion criteria for the study. All the included articles were observational studies. The variability in study quality in the included literature resulted in a moderate overall risk of bias. Data analysis showed that for intrauterine insemination, there was no difference in the clinical pregnancy rate (odds ratio [OR] 1.01, 95% confidence interval [CI]: 0.42, 2.45; p=0.97). However, for intracytoplasmic sperm injection (ICSI), men with VR showed a significant improvement in fertilization rate (mean difference 10.9, 95% CI: 5.94, 15.89; p<0.01), clinical pregnancy rate (OR 1.38, 95% CI: 1.07, 1.78; p=0.01) and live-birth rate (OR 2.07, 95% CI: 1.45, 2.97; p<0.01), compared to men who did not undergo VR.
Conclusions
The findings of this systematic review and meta-analysis suggest that VR has a positive impact on pregnancy and live birth rates after ICSI. However, biases like small sample sizes and heterogeneous populations highlight the need for larger, well-designed prospective studies to validate these findings.
8.Impact of Varicocele Repair on Semen Parameters in Infertile Men: A Systematic Review and Meta-Analysis
Ashok AGARWAL ; Rossella CANNARELLA ; Ramadan SALEH ; Florence BOITRELLE ; Murat GÜL ; Tuncay TOPRAK ; Gianmaria SALVIO ; Mohamed ARAFA ; Giorgio I. RUSSO ; Ahmed M. HARRAZ ; Rajender SINGH ; Nicolas GARRIDO ; Taha Abo-Almagd ABDEL-MEGUID HAMODA ; Amarnath RAMBHATLA ; Parviz KAVOUSSI ; Shinnosuke KURODA ; Gökhan ÇALIK ; Pallavi SAINI ; Erman CEYHAN ; Fotios DIMITRIADIS ; Ralf HENKEL ; Andrea CRAFA ; Ayad PALANI ; Mesut Berkan DURAN ; Evangelos MAZIOTIS ; Émine SAÏS ; Marion BENDAYAN ; Mahsa DARBANDI ; Tan V. LE ; Sezgin GUNES ; Petroula TSIOULOU ; Pallav SENGUPTA ; Berk HAZIR ; Gökhan ÇEKER ; Sara DARBANDI ; Damayanthi DURAIRAJANAYAGAM ; Azin AGHAMAJIDI ; Noora ALKHALIDI ; Emrullah SOGUTDELEN ; Kristian LEISEGANG ; Abdullah ALARBID ; Christopher C. K. HO ; Vineet MALHOTRA ; Federica FINOCCHI ; Luís CRISÓSTOMO ; Raghavender KOSGI ; Haitham ELBARDISI ; Armand ZINI ; Ponco BIROWO ; Giovanni COLPI ; Hyun Jun PARK ; Ege Can SEREFOGLU ; Quang NGUYEN ; Edmund KO ; Jean de la ROSETTE ; Germar M. PINGGERA ; Ho Vinh Phuoc NGUYEN ; Hussein KANDIL ; Rupin SHAH
The World Journal of Men's Health 2023;41(2):289-310
Purpose:
Despite the significant role of varicocele in the pathogenesis of male infertility, the impact of varicocele repair (VR) on conventional semen parameters remains controversial. Only a few systematic reviews and meta-analyses (SRMAs) have evaluated the impact of VR on sperm concentration, total motility, and progressive motility, mostly using a before-after analytic approach. No SRMA to date has evaluated the change in conventional semen parameters after VR compared to untreated controls. This study aimed to evaluate the effect of VR on conventional semen parameters in infertile patients with clinical varicocele compared to untreated controls.
Materials and Methods:
A literature search was performed using Scopus, PubMed, Embase, and Cochrane databases following the Population Intervention Comparison Outcome (PICOS) model (Population: infertile patients with clinical varicocele; Intervention: VR [any technique]; Comparison: infertile patients with clinical varicocele that were untreated; Outcome: sperm concentration, sperm total count, progressive sperm motility, total sperm motility, sperm morphology, and semen volume; Study type: randomized controlled trials and observational studies).
Results:
A total of 1,632 abstracts were initially assessed for eligibility. Sixteen studies were finally included with a total of 2,420 infertile men with clinical varicocele (1,424 patients treated with VR vs. 996 untreated controls). The analysis showed significantly improved post-operative semen parameters in patients compared to controls with regards to sperm concentration (standardized mean difference [SMD] 1.739; 95% CI 1.129 to 2.349; p<0.001; I2=97.6%), total sperm count (SMD 1.894; 95% CI 0.566 to 3.222; p<0.05; I2=97.8%), progressive sperm motility (SMD 3.301; 95% CI 2.164 to 4.437; p<0.01; I2=98.5%), total sperm motility (SMD 0.887; 95% CI 0.036 to 1.738; p=0.04; I2=97.3%) and normal sperm morphology (SMD 1.673; 95% CI 0.876 to 2.470; p<0.05; I2=98.5%). All the outcomes showed a high inter-study heterogeneity, but the sensitivity analysis showed that no study was sensitive enough to change these results. Publication bias was present only in the analysis of the sperm concentration and progressive motility. No significant difference was found for the semen volume (SMD 0.313; 95% CI -0.242 to 0.868; I2=89.7%).
Conclusions
This study provides a high level of evidence in favor of a positive effect of VR to improve conventional semen parameters in infertile men with clinical varicocele. To the best of our knowledge, this is the first SRMA to compare changes in conventional semen parameters after VR with changes in parameters of a control group over the same period. This is in contrast to other SRMAs which have compared semen parameters before and after VR, without reference to a control group. Our findings strengthen the available evidence and have a potential to upgrade professional societies’ practice recommendations favoring VR to improve conventional semen parameters in infertile men.
9.Controversy and Consensus on the Management of Elevated Sperm DNA Fragmentation in Male Infertility: A Global Survey, Current Guidelines, and Expert Recommendations
Ala’a FARKOUH ; Ashok AGARWAL ; Taha Abo-Almagd Abdel-Meguid HAMODA ; Parviz KAVOUSSI ; Ramadan SALEH ; Armand ZINI ; Mohamed ARAFA ; Ahmed M. HARRAZ ; Murat GUL ; Vilvapathy Senguttuvan KARTHIKEYAN ; Damayanthi DURAIRAJANAYAGAM ; Amarnath RAMBHATLA ; Florence BOITRELLE ; Eric CHUNG ; Ponco BIROWO ; Tuncay TOPRAK ; Ramy Abou GHAYDA ; Rossella CANNARELLA ; Nguyen Ho Vinh PHUOC ; Fotios DIMITRIADIS ; Giorgio I. RUSSO ; Ioannis SOKOLAKIS ; Taymour MOSTAFA ; Konstantinos MAKAROUNIS ; Imad ZIOUZIOU ; Shinnosuke KURODA ; Marion BENDAYAN ; Raneen Sawaid KAIYAL ; Andrian JAPARI ; Mara SIMOPOULOU ; Lucia ROCCO ; Nicolas GARRIDO ; Nazim GHERABI ; Kadir BOCU ; Oguzhan KAHRAMAN ; Tan V. LE ; Christine WYNS ; Kelton TREMELLEN ; Selcuk SARIKAYA ; Sheena LEWIS ; Donald P. EVENSON ; Edmund KO ; Aldo E. CALOGERO ; Fahmi BAHAR ; Marlon MARTINEZ ; Andrea CRAFA ; Quang NGUYEN ; Rafael F. AMBAR ; Giovanni COLPI ; Mustafa Emre BAKIRCIOGLU
The World Journal of Men's Health 2023;41(4):809-847
Purpose:
Sperm DNA fragmentation (SDF) has been associated with male infertility and poor outcomes of assisted reproductive technology (ART). The purpose of this study was to investigate global practices related to the management of elevated SDF in infertile men, summarize the relevant professional society recommendations, and provide expert recommendations for managing this condition.
Materials and Methods:
An online global survey on clinical practices related to SDF was disseminated to reproductive clinicians, according to the CHERRIES checklist criteria. Management protocols for various conditions associated with SDF were captured and compared to the relevant recommendations in professional society guidelines and the appropriate available evidence. Expert recommendations and consensus on the management of infertile men with elevated SDF were then formulated and adapted using the Delphi method.
Results:
A total of 436 experts from 55 different countries submitted responses. As an initial approach, 79.1% of reproductive experts recommend lifestyle modifications for infertile men with elevated SDF, and 76.9% prescribe empiric antioxidants. Regarding antioxidant duration, 39.3% recommend 4–6 months and 38.1% recommend 3 months. For men with unexplained or idiopathic infertility, and couples experiencing recurrent miscarriages associated with elevated SDF, most respondents refer to ART 6 months after failure of conservative and empiric medical management. Infertile men with clinical varicocele, normal conventional semen parameters, and elevated SDF are offered varicocele repair immediately after diagnosis by 31.4%, and after failure of antioxidants and conservative measures by 40.9%. Sperm selection techniques and testicular sperm extraction are also management options for couples undergoing ART. For most questions, heterogenous practices were demonstrated.
Conclusions
This paper presents the results of a large global survey on the management of infertile men with elevated SDF and reveals a lack of consensus among clinicians. Furthermore, it demonstrates the scarcity of professional society guidelines in this regard and attempts to highlight the relevant evidence. Expert recommendations are proposed to help guide clinicians.
10.Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics
Ramy Abou GHAYDA ; Rossella CANNARELLA ; Aldo E. CALOGERO ; Rupin SHAH ; Amarnath RAMBHATLA ; Wael ZOHDY ; Parviz KAVOUSSI ; Tomer AVIDOR-REISS ; Florence BOITRELLE ; Taymour MOSTAFA ; Ramadan SALEH ; Tuncay TOPRAK ; Ponco BIROWO ; Gianmaria SALVIO ; Gokhan CALIK ; Shinnosuke KURODA ; Raneen Sawaid KAIYAL ; Imad ZIOUZIOU ; Andrea CRAFA ; Nguyen Ho Vinh PHUOC ; Giorgio I. RUSSO ; Damayanthi DURAIRAJANAYAGAM ; Manaf AL-HASHIMI ; Taha Abo-Almagd Abdel-Meguid HAMODA ; Germar-Michael PINGGERA ; Ricky ADRIANSJAH ; Israel Maldonado ROSAS ; Mohamed ARAFA ; Eric CHUNG ; Widi ATMOKO ; Lucia ROCCO ; Haocheng LIN ; Eric HUYGHE ; Priyank KOTHARI ; Jesus Fernando Solorzano VAZQUEZ ; Fotios DIMITRIADIS ; Nicolas GARRIDO ; Sheryl HOMA ; Marco FALCONE ; Marjan SABBAGHIAN ; Hussein KANDIL ; Edmund KO ; Marlon MARTINEZ ; Quang NGUYEN ; Ahmed M. HARRAZ ; Ege Can SEREFOGLU ; Vilvapathy Senguttuvan KARTHIKEYAN ; Dung Mai Ba TIEN ; Sunil JINDAL ; Sava MICIC ; Marina BELLAVIA ; Hamed ALALI ; Nazim GHERABI ; Sheena LEWIS ; Hyun Jun PARK ; Mara SIMOPOULOU ; Hassan SALLAM ; Liliana RAMIREZ ; Giovanni COLPI ; Ashok AGARWAL ;
The World Journal of Men's Health 2024;42(1):39-61
Artificial intelligence (AI) in medicine has gained a lot of momentum in the last decades and has been applied to various fields of medicine. Advances in computer science, medical informatics, robotics, and the need for personalized medicine have facilitated the role of AI in modern healthcare. Similarly, as in other fields, AI applications, such as machine learning, artificial neural networks, and deep learning, have shown great potential in andrology and reproductive medicine. AI-based tools are poised to become valuable assets with abilities to support and aid in diagnosing and treating male infertility, and in improving the accuracy of patient care. These automated, AI-based predictions may offer consistency and efficiency in terms of time and cost in infertility research and clinical management. In andrology and reproductive medicine, AI has been used for objective sperm, oocyte, and embryo selection, prediction of surgical outcomes, cost-effective assessment, development of robotic surgery, and clinical decision-making systems. In the future, better integration and implementation of AI into medicine will undoubtedly lead to pioneering evidence-based breakthroughs and the reshaping of andrology and reproductive medicine.