Artificial Intelligence in Andrology: From Semen Analysis to Image Diagnostics

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.

Correlation of background parenchymal enhancement on breast MRI with breast cancer

AIM

To evaluate the prognostic value of background parenchymal enhancement (BPE) in breast magnetic resonance imaging (MRI) in women referred to radiological department as a high risk for breast cancer.

MATERIALS AND METHODS

A retrospective, cross-sectional study included 327 consecutive patients (mean age: 60 years, age range: 30-90 years) who underwent breast MRI and tissue biopsy between 2007 and 2016. All MRI images (T1, T2, and subtraction images) were evaluated visually. The relationship of BPE with patient age, fibroglandular tissue (FGT), Breast Imaging Reporting and Data System (BIRADS) categories, presence of breast cancer, and expression of human epidermal growth factor receptor 2 (HER2), progesterone receptor (PR), oestrogen receptor (ER), and Ki67 were analysed. Furthermore, all variables were correlated with pre- and postmenopausal status.

RESULTS

BPE of bilateral breast showed a weak correlation with FGT (right BPE: r=-0.14, p=0.004; left BPE: r=0.16, p=0.003), a weak negative correlation with patient age (right BPE: r=-0.14, p=0.007; left BPE: r=-0.15, p=0.006), and significant correlation with HER2 (right BPE, p=0.02), left BPE with HER2 was not significant. Among the correlations between BPE and BIRADS, only between right BPE and right BIRADS was significant (p=0.031). No clear evidence of an association between breast MRI BPE and breast cancer in premenopausal and postmenopausal status was observed, and no difference was found between the right and left breasts.

CONCLUSIONS

The results of the present study showed no significant correlations between BPE and breast cancer. In addition, there was no significant difference between the right and left breast. Hence, BPE of MRI may not be a reliable biomarker of breast cancer development.

ICSI for non-male factor infertility: time to reappraise IVF?

Intracytoplasmic sperm injection (ICSI) was initially introduced to overcome problems due of severe male factor infertility not being solved with conventional in-vitro fertilization (cIVF). However, recent years have witnessed an increasing use of ICSI by most assisted reproductive technique laboratories for non-male factor indications. Examples of the latter include previous fertilization failure after cIVF, few or poor-quality oocytes, immature oocytes, advanced maternal age, preimplantation genetics test (PGT), cryopreserved oocytes, and unexplained infertility. The replacement of cIVF with ICSI in several non-male factor infertility cases is probably because some reproductive specialists consider that ICSI is associated with better reproductive outcomes. Unfortunately, data on reproductive outcomes in favor of ICSI over cIVF are limited or absent. Therefore, the factors that can help define the use of one technique over the other should be identified. These should include the likelihood of fertilization failure, potential risks of the procedure, and its costs. In this review, we aim to highlight the current guidelines, advantages, and limitations of the use of cIVF/ICSI for infertility treatment. Additionally, we provide a comprehensive review of the use of ICSI in indications other than severe male factor infertility.

Oocytes evaluation and in-vitro fertilization/intra cytoplasmic sperm injection outcomes

The identification of markers capable of evaluating oocyte quality, its maturation, function, and embryo progression and implantation potential has frequently initiated research interest. However, to date, univocal criteria of oocyte competence do not exist. A major cause of low oocyte quality is evidently advanced maternal age. However, other factors may influence oocyte competence. Among these are obesity, lifestyle factors, genetic and systematic pathologies, ovarian stimulation protocols, laboratory procedures, culture, and environmental conditions. The morphological and maturational evaluation of oocytes is probably the most widely used. Several morphological features, both cytoplasmic (cytoplasmic pattern and hue, presence of vacuoles, refractile bodies, granulation, and smooth endoplasmic reticulum clusters) and extra-cytoplasmic (perivitelline space, zona pellucida thickness, oocyte shape, and polar bodies), have been proposed to distinguish oocytes with the best reproductive potential among a cohort. No single abnormality seems to be sufficiently predictive of the developmental capacity of the oocyte. Some abnormalities such as cumulus cells dysmorphisms, central granulation, vacuoles, and smooth endoplasmic reticulum clusters, however, seem to be associated with poor developmental potential of the embryo, although oocyte dysmorphisms are very common and the data in the literature is limited and provide conflicting views. Other criteria involving gene expression of cumulus cells as well as the metabolomic analysis of spent culture media have been explored. Also, sophisticated technologies such as polar bodies biopsy, meiotic spindle visualization, mitochondrial activity, oxygen consumption, and measurement of glucose-6-phosphate dehydrogenase activity have been proposed. Many of these approaches, however, remain largely research-based and have not found widespread application in clinical service. Due to the lack of consistent data for the assessment of oocyte quality and competence, probably oocyte morphology and oocyte maturity remain important indicators to determine oocyte quality. The aim of this review was to provide spherical attributes and evidence on recent and present research on the topic by analyzing the current methods for evaluation of the oocyte quality, and the impact of oocyte quality on reproductive outcomes. Additionally, current limitations of oocyte quality evaluation are highlighted and insights on future research are provided to optimize the selection techniques of oocytes to improve ART outcomes.

Time-lapse embryo monitoring: does it add to standard in-vitro fertilization/intra cytoplasmic sperm injection?

Since the first pioneering studies on time-lapse systems (TLSs) for embryo incubation, many things have changed. Two main factors influence the development of modern time-lapse incubators for human in-vitro fertilization (IVF): 1) the switch from traditional cell culture incubators to benchtops incubators, more suitable for human IVF; and 2) the improvement of imaging technology. Another major factor for the increase in the utilization of TLSs in IVF labs over the last decade was the advances in computer/wireless and smartphone/tablet technology, which allowed patients to see the footage of their growing embryos. Hence, more user-friendly features have allowed their introduction and routine use in IVF labs while image-capturing software has enabled storage and providing additional information to the patients concerning the development of their embryos. This review aims to describe the history and the different TLSs available in the market, to summarize the research and clinical results obtained by using this technology, and to reflect on how this technology is changing the modern IVF laboratory. The current limitations of TLSs will be also reviewed.

Sperm Morphology Assessment in the Era of Intracytoplasmic Sperm Injection: Reliable Results Require Focus on Standardization, Quality Control, and Training

Semen analysis is the first, and frequently, the only step in the evaluation of male fertility. Although the laboratory procedures are conducted according to the World Health Organization (WHO) guidelines, semen analysis and especially sperm morphology assessment is very difficult to standardize and obtain reproducible results. This is mainly due to the highly subjective nature of their evaluation. ICSI is the choice of treatment when sperm morphology is severely abnormal (teratozoospermic). Hence, the standardization of laboratory protocols for sperm morphology evaluation represents a fundamental step to ensure reliable, accurate and consistent laboratory results that avoid misdiagnoses and inadequate treatment of the infertile patient. This article aims to promote standardized laboratory procedures for an accurate evaluation of sperm morphology, including the establishment of quality control and quality assurance policies. Additionally, the clinical importance of sperm morphology results in assisted reproductive outcomes is discussed, along with the clinical management of teratozoospermic patients.

A Comprehensive Guide to Sperm Recovery in Infertile Men with Retrograde Ejaculation

Retrograde ejaculation (RE) is a condition defined as the backward flow of the semen during ejaculation, and when present can result in male infertility. RE may be partial or complete, resulting in either low seminal volume or complete absence of the ejaculate (dry ejaculate). RE can result from anatomic, neurological or pharmacological conditions. The treatment approaches outlined are determined by the cause. Alkalinizing urinary pH with oral medications or by adding sperm wash media into the bladder prior to ejaculation may preserve the viability of the sperm. This article provides a step-by-step guide to diagnose RE and the optimal techniques to retrieve sperm.

Sperm DNA Fragmentation: A Critical Assessment of Clinical Practice Guidelines

Sperm DNA fragmentation (SDF) is implicated in male infertility and adverse reproductive outcomes. With the publication of many studies regarding the etiologies and contributors to SDF, as well as the effects of SDF, guidelines are necessary to aid clinicians in the application of SDF for male fertility evaluation. Two recent clinical practice guidelines were published by Agarwal et al and Esteves et al. In this article, we have evaluated and compared both guidelines. We have found fairly similar recommendations between the two guidelines and have also highlighted the differences between them. Finally, we have summarized and combined the best practice recommendations from both guidelines.

Prevalence of type 2 diabetes mellitus in a sample of the adult population of Alexandria, Egypt

AIMS

To determine the prevalence of type 2 diabetes mellitus in a sample of the adult population of Alexandria, Egypt, and to delineate the epidemiologic profile of the disease in this community.

METHODS

This cross-sectional study was conducted on a representative sample of the population. Participants provided demographic data, their medical history, and blood samples for measurement of plasma glucose (fasting and after oral glucose load) and underwent a detailed physical examination.

RESULTS

Of 10,640 eligible subjects, 9657 (90.8%) aged 18-90 years agreed to participate (3795 men, 5862 women). We found an age-adjusted prevalence of diabetes of 16.8% (men, 12.7%; women 19.1%); of prediabetes, 14.6% (men, 13.5%; women, 15.2%), and of newly diagnosed diabetes, 5.5% (men, 3.3%; women, 6.6%). Diabetes was most common in people older than 50 years; prediabetes was most common in 30-39-year-old men and in women younger than 20. In logistic regression analysis, factors independently associated with prediabetes were a history of dyslipidaemia, urban residence, and widowhood. Independent associated factors for diabetes were a high waist-to-hip ratio, family history of diabetes, being divorced, history of dyslipidaemia, peripheral arterial disease or hypertension, low education level, and being not working.

CONCLUSIONS

We found a high prevalence of diabetes and prediabetes in Alexandria, particularly in the middle-aged population. Given globally increasing life expectancies, the number of individuals with diabetes could become particularly challenging to the Egyptian healthcare system. Comprehensive national preventive measures are urgently needed.

Cervical intraepithelial lesions in females attending Women's Health Clinics in Alexandria, Egypt

Background:

Data from Egyptian studies provide widely varying estimates on the prevalence of preinvasive cervical lesions. The aim of this study was to estimate the rate of cervical intraepithelial neoplasia (CIN) in Egyptian women living in Alexandria to clarify the need for implementing a national organized screening program and a vaccination program in our community.

Materials and Methods:

The study was conducted over a 6 years period and covered the different socioeconomic levels to have a representative sample for women living in Alexandria. All women included did not have any cervical disorder related complaints. Conventional Pap smears were obtained and diagnosed using the Bethesda system. Women with abnormal Pap smears were managed according to the 2006 consensus guidelines within the available facilities. Persistent abnormal cytological results were referred for colposcopic biopsy. Histological results were grouped into: Reactive changes, CIN 1, CIN 2/CIN 3 and adenocarcinoma in-situ (AIS).

Results:

Out of the 6173 smears included in the study 6072 (98.36%) were normal and only 101 (1.63%) were abnormal. After colposcopic biopsies, 0.08% had CIN 1, 0.03% had CIN 2, 3 and 0.01% had AIS.

Conclusion:

We concluded that cervical cancer screening programs, although life-saving for a number of women, are not a sufficiently high priority in our community. Money for national health screening programs should preferably be directed more towards recruiting women for breast cancer screening, since breast cancer accounts for about 33% of all female cancers in Egypt ranking number one, while cervical cancer ranks number 13.

Degenerated huge retroperitoneal leiomyoma presenting with sonographic features mimicking a large uterine leiomyoma in an infertile woman with a history of myomectomy: a case report

Introduction

Retroperitoneal leiomyomata are rare. They are either mistaken preoperatively for malignant retroperitoneal tumors or dealt with as cases of subserous leiomyomata that turn out intraoperatively to be huge retroperitoneal masses of unknown nature.

Case presentation

We report the case of a 46-year-old nulligravid female patient of Middle Eastern ethnicity who presented to our university hospital with lower abdominal as well as pelvic pain along with a bloated sensation. She also reported noticing an unusual increase in her abdominal girth. These symptoms developed over the previous two months. Preoperative investigation by means of an ultrasound suggested a degenerated subserous huge uterine leiomyoma. An abdominal hysterectomy was planned. Intraoperatively, a normal sized uterus was found, the surface of which was studded with multiple variable sized pedunculated subserous leiomyomata. Another huge retroperitoneal soft to firm mass was found extending from her left pelvic wall to the level of her spleen, with no connections to her uterus. The mass was excised and a histopathological examination revealed a degenerated leiomyoma.

Conclusion

Some unusually located extra-uterine leiomyomata have been reported; retroperitoneal leiomyoma being among them. The origin of such tumors is still obscure; a parasitic origin as well as Müllerian cell rests or smooth muscle cells in the retroperitoneal vessels wall have been suggested. An 'iatrogenic' origin for such growths is also a possible theory. The origin of uncommonly located leiomyomata is an unexplored issue that merits more investigation.

Menopause in Egypt: past and present perspectives

The mean age of the menopause in Egypt is 46.7 years, which is low compared to many countries, but this age has been rising recently. The incidence of menopause-associated symptoms in Egyptian women is higher than in the West, probably because of the different 'sociocultural attitudes' towards the menopause in different communities. Bone mineral density charts have been constructed for Egyptian women and show that, in general, they have a lower bone mineral density compared to their Western counterparts. After the menopause, they suffer from osteoporosis, particularly at the femoral neck. Egyptian women do not know much about the menopause, except that the incidence of osteoporosis is increased. Their attitude towards the menopause is generally positive and about one-third of them regard the menopause as 'a normal physiological change'. Nevertheless, there exists a need for an awareness campaign in order to educate them about this important stage of their lives.

Systematic review: pathophysiology and management of gastrointestinal dysmotility in systemic sclerosis (scleroderma)

Gastrointestinal dysmotility in systemic sclerosis (scleroderma) is prevalent in 90% of patients, increasing morbidity and in some cases mortality. The resultant gastrointestinal complications are usually extensive, involving many regions of the gut from the oesophagus to the anus. Collagen replacement of vascular and enteric smooth muscle results in hypomotility, lumen dilatation, tensile rigidity and eventual loss of organ functions. The aim of this paper is to provide an overview of systemic sclerosis-related gastrointestinal dysmotility and available/potential therapeutic options. We evaluated published data on the pathophysiology and management of gastrointestinal dysmotility in systemic sclerosis patients using the MEDLINE database for English and non-English articles from 1966 to July 2005. Based on this systematic review, lifestyle and medical therapy approaches are preferred as they often improve and/or ameliorate symptoms. Surgery is only recommended with serious, rare complications such as bowel perforation or ischaemia. Alternative therapies such as acupuncture-based therapies are well tolerated, with clinical improvement and may be of potential therapeutic benefit for systemic sclerosis gastrointestinal dysmotility. Further elucidation of initiating and persistent mechanisms of systemic sclerosis-related gastrointestinal dysmotility will optimize the development of a multidisciplinary and more directed treatment regimen.

Experimental results on the recognition of embryos in human assisted reproduction

The recognition of embryos suitable for transfer in human assisted reproduction is important, and there is evidence that the morphology of the cells may influence the results achievable. A procedure for this recognition problem has been formulated based on morphological attributes of the images of the embryos, and it is therefore useful to compare the recognition of experts with that of a machine programme. The aim of this paper is to compare the precision in the recognition of viable embryos by a group of experts to that of a machine recognition procedure, both for a basic set of embryos and a blind set. Experts were asked to classify the images of 249 embryos transferred to 73 patients, indicated as the training set and another set of 103 embryos transferred to 35 patients called the blind set. A machine programme was used for the same classification. For all the experts the results were statistically not significantly different from independence, which means that viable embryos are not recognized as such for both data sets. Instead, the machine algorithm recognizes in a statistically significant way, the membership class for the embryos submitted. Cell morphology is important for IVF, but differences do not appear to be discernable by the senses, clinical insight, experience and/or training, while classification by machine methods provides more accurate results, which could be improved by enlarging the training set.

The use of a modified hypo-osmotic swelling test for the selection of viable ejaculated and testicular immotile spermatozoa in ICSI

A modified hypo-osmotic solution was used to select viable ejaculated and testicular spermatozoa to perform intracytoplasmic sperm injection (ICSI) in 27 treatment cycles from patients with total absence of sperm motility. The treatment cycles consisted of 15 cycles in which ejaculated spermatozoa were used and 12 cycles in which testicular spermatozoa were used. The hypo-osmotic solution consisted of 50% culture medium and 50% deionized water and was shown in previous in-vitro studies to be superior to the original solution used in the classical hypo-osmotic swelling test. Fertilization was achieved in 37.3% of the oocytes injected. Embryos were replaced in 70.4% of the cycles with a mean of 2.0 embryos per cycle. There were no statistically significant differences between the ejaculated sperm group and the testicular sperm group in the fertilization rate (42.7 versus 30.1%) or in the cleavage rate (92.7 versus 77.3%). Four pregnancies resulted, two in the ejaculated sperm group and two in the testicular sperm group, a pregnancy rate of 14.8%. All pregnancies were singletons but one pregnancy in each group had an early miscarriage. There were no statistically significant differences between both groups in the pregnancy rates (13.3 versus 16.7%), in the implantation rates (5.3 versus 11.8%) or in the delivery/ongoing pregnancy rates (6.7 versus 8.3%). It is concluded that the use of this solution to select viable but immotile spermatozoa for ICSI is a simple and practical method and is associated with acceptable fertilization and pregnancy rates.

Improving placental blood flow in pre-eclampsia with prostaglandin A1

Prostaglandin A1 is a potent hypotensive, peripheral vasodilator, a weak oxytocic, antiplatelet aggregator. It improves the renal hemodynamics. Its effect on placental circulation was evaluated (expressed as systolic/diastolic ratio and umbilical artery resistance index) in 20 women with severe pre-eclampsia and 10 normotensive pregnant women, by using the Doppler technique. Moreover, another 10 women with severe pre-eclampsia received dextrose 5% as a placebo for comparative purposes. Significant improvements in both parameters studied were observed in the women with severe pre-eclampsia. The beneficial changes differed significantly from the recorded values when using dextrose in pre-eclampsia or prostaglandin A1 in normotensive subjects. Such promising data add another important perspective to prostaglandin A1 in severe pre-eclampsia and may open up new avenues for its use in other situations with compromised placental flow.

Vaginal administration of a combined oral contraceptive containing norethisterone acetate

The effects of vaginal administration of an oral contraceptive pill containing 1 mg of norethisterone acetate and 0.05 mg of ethinyl oestradiol were studied in 20 subjects for a total of 57 cycles. The results show effective ovulation suppression in the two dose regimens used. The lower dose regimen was associated with fewer side effects and no breakthrough bleeding. No significant change was observed in the serum concentration of glucose, total proteins, albumin, cholesterol and HDL after several cycles of treatment in both dose regimens used. It is concluded that vaginal administration of this preparation of oral contraceptives is an effective alternative method of hormonal contraception.

Red cell membrane protein in thalassemia and glucose-6-phosphate dehydrogenase deficiency anemia

Twenty cases of thalassemia major and 20 children with glucose-6-phosphate dehydrogenase deficiency were studied for the protein content of their red cell membrane as well as for its fractions, compared to 20 normal controls. The results showed that the total membrane proteins per red cell and the various fraction percentages in both conditions were not significantly different from normal controls. Also the acrylamide gel electrophoretic studies of the red cell membrane proteins gave band patterns identical with those of normal controls. These results are discussed.