1
|
Hu JY, Lin ZZ, Ding L, Zhang ZX, Huang WL, Huang SS, Li B, Xie XY, Lu MD, Deng CH, Lin HT, Gao Y, Wang Z. Prediction of testicular histology in azoospermia patients through deep learning-enabled two-dimensional grayscale ultrasound. Asian J Androl 2024:00129336-990000000-00252. [PMID: 39363830 DOI: 10.4103/aja202480] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2023] [Accepted: 08/01/2024] [Indexed: 10/05/2024] Open
Abstract
Testicular histology based on testicular biopsy is an important factor for determining appropriate testicular sperm extraction surgery and predicting sperm retrieval outcomes in patients with azoospermia. Therefore, we developed a deep learning (DL) model to establish the associations between testicular grayscale ultrasound images and testicular histology. We retrospectively included two-dimensional testicular grayscale ultrasound from patients with azoospermia (353 men with 4357 images between July 2017 and December 2021 in The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China) to develop a DL model. We obtained testicular histology during conventional testicular sperm extraction. Our DL model was trained based on ultrasound images or fusion data (ultrasound images fused with the corresponding testicular volume) to distinguish spermatozoa presence in pathology (SPP) and spermatozoa absence in pathology (SAP) and to classify maturation arrest (MA) and Sertoli cell-only syndrome (SCOS) in patients with SAP. Areas under the receiver operating characteristic curve (AUCs), accuracy, sensitivity, and specificity were used to analyze model performance. DL based on images achieved an AUC of 0.922 (95% confidence interval [CI]: 0.908-0.935), a sensitivity of 80.9%, a specificity of 84.6%, and an accuracy of 83.5% in predicting SPP (including normal spermatogenesis and hypospermatogenesis) and SAP (including MA and SCOS). In the identification of SCOS and MA, DL on fusion data yielded better diagnostic performance with an AUC of 0.979 (95% CI: 0.969-0.989), a sensitivity of 89.7%, a specificity of 97.1%, and an accuracy of 92.1%. Our study provides a noninvasive method to predict testicular histology for patients with azoospermia, which would avoid unnecessary testicular biopsy.
Collapse
Affiliation(s)
- Jia-Ying Hu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Zhen-Zhe Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China
| | - Li Ding
- Department of Pathology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Zhi-Xing Zhang
- Department of Ultrasonography, NHC Key Laboratory of Male Reproduction and Genetics, Guangdong Provincial Reproductive Science Institute (Guangdong Provincial Fertility Hospital), Human Sperm Bank of Guangdong Province, Guangzhou 510062, China
| | - Wan-Ling Huang
- Department of Medical Ultrasonics, The Eighth Affiliated Hospital of Sun Yat-sen University, Shenzhen 518033, China
| | - Sha-Sha Huang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Bin Li
- Clinical Trial Unit, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Xiao-Yan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Ming-De Lu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Chun-Hua Deng
- Department of Urology and Andrology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Hao-Tian Lin
- State Key Laboratory of Ophthalmology, Zhongshan Ophthalmic Center, Sun Yat-sen University, Guangzhou 510060, China
- Center for Precision Medicine, Sun Yat-sen University, Guangzhou 510080, China
| | - Yong Gao
- Reproductive Medicine Center, The Key Laboratory for Reproductive Medicine of Guangdong Province, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| | - Zhu Wang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou 510080, China
| |
Collapse
|
2
|
Pofi R, Ji X, Krone NP, Tomlinson JW. Long-term health consequences of congenital adrenal hyperplasia. Clin Endocrinol (Oxf) 2024; 101:318-331. [PMID: 37680029 DOI: 10.1111/cen.14967] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/07/2023] [Revised: 08/16/2023] [Accepted: 08/24/2023] [Indexed: 09/09/2023]
Abstract
Congenital adrenal hyperplasia (CAH) caused by 21-hydroxylase deficiency accounts for 95% of all CAH cases and is one of the most common inborn metabolic conditions. The introduction of life-saving glucocorticoid replacement therapy 70 years ago has changed the perception of CAH from a paediatric disorder into a lifelong, chronic condition affecting patients of all age groups. Alongside health problems that can develop during the time of paediatric care, there is an emerging body of evidence suggesting an increased risk of developing co-morbidities during adult life in patients with CAH. The mechanisms that drive the negative long-term outcomes associated with CAH are complex and involve supraphysiological replacement therapies (glucocorticoids and mineralocorticoids), excess adrenal androgens both in the intrauterine and postnatal life, elevated steroid precursors and adrenocorticotropic hormone levels. Alongside a review of mortality outcome, we discuss issues that need to be addressed when caring for the CAH patient including female and male fertility, cardio-metabolic morbidity, bone health and other important long-term outcomes of CAH.
Collapse
Affiliation(s)
- Riccardo Pofi
- Oxford Centre for Diabetes, Endocrinology and Metabolism, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| | - Xiaochen Ji
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
- Endocrinology and Metabolism Department, The Second Affiliated Hospital, Dalian Medical University, Dalian, China
| | - Nils P Krone
- Department of Oncology and Metabolism, University of Sheffield, Sheffield, UK
| | - Jeremy W Tomlinson
- Oxford Centre for Diabetes, Endocrinology and Metabolism, NIHR Oxford Biomedical Research Centre, University of Oxford, Oxford, UK
| |
Collapse
|
3
|
Tenuta M, Mazzotta P, Sesti F, Angelini F, Gelibter AJ, Speranza I, Paoli D, Lombardo F, Anzuini A, Magliocca FM, Franco G, Cortesi E, Santini D, Lenzi A, Gianfrilli D, Isidori AM, Pozza C. Testicular ultrasonographic features predict future risk for bilateral testicular germ cell tumour: A long-term single centre follow-up study. Andrology 2024. [PMID: 39078248 DOI: 10.1111/andr.13704] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 07/01/2024] [Accepted: 07/05/2024] [Indexed: 07/31/2024]
Abstract
BACKGROUND Bilateral testicular germ cell tumours (B-GCT) are rare, with an incidence of 2-5%, and can be classified as synchronous (sB-GCT) or metachronous (mB-GCT). Our study aimed to identify clinical, biochemical, and radiological risk factors for mB-GCT in a cohort of patients with GCT at a single tertiary referral centre. METHODS This retrospective case-control study included patients with GCT referred to Policlinico Umberto I-Sapienza University of Rome, from 2005 to 2023. We evaluated clinical history, testicular ultrasound features, hormone levels, semen analysis, histological characteristics, staging, and treatments. mB-GCTs were compared with unilateral GCT patients with a follow-up longer than the median time-to-onset of the second tumour. RESULTS Of 319 patients, 52 experienced B-GCT, with a median time-to-onset of the second tumour of 62 months (range: 8-229). The mB-GCT group showed higher gonadotropin levels (FSH 13.6mUI/mL vs. 7.4mUI/mL, p < 0.001; LH 6.6mUI/mL vs. 3.9mUI/mL, p = 0.004), lower sperm concentration (27 × 106/ejaculate vs. 78 × 106/ejaculate, p = 0.009), smaller residual testis volume (10.4 mL vs. 16.3 mL, p < 0.001), more inhomogeneous echotexture [57.5% vs. 14%, p < 0.001], and presence of microlithiasis (75% vs. 19.5%, p < 0.001). Kaplan-Meier curves confirmed that ultrasound features of the residual testis increased the cumulative risk of developing a second tumour. Microlithiasis was a strong independent predictor (OR 30.712, 95% CI 3.357-280.942, p = 0.002). CONCLUSIONS Histological features of the first tumour or its treatment do not influence the onset of a second tumour. However, low residual testis volume, inhomogeneous echotexture, and microlithiasis significantly increase this risk. A comprehensive evaluation of the residual testis at baseline is essential for developing a personalised surveillance programme in GCT survivors, with regular ultrasound follow-up recommended beyond the conventional 5-year limit.
Collapse
Affiliation(s)
- Marta Tenuta
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Paola Mazzotta
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Franz Sesti
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Francesco Angelini
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Alain J Gelibter
- Division of Oncology B, Department of Radiological, Oncological and Anatomopathological Sciences, Sapienza University, Rome, Italy
| | - Iolanda Speranza
- Division of Oncology A, Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University, Latina, Italy
| | - Donatella Paoli
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Francesco Lombardo
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Antonella Anzuini
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Fabio Massimo Magliocca
- Department of Radiological, Oncological and Pathological Sciences, Sapienza University, Rome, Italy
| | - Giorgio Franco
- Department of Maternal and Child Health and Urological Sciences, Sapienza University, Rome, Italy
| | - Enrico Cortesi
- Division of Oncology B, Department of Radiological, Oncological and Anatomopathological Sciences, Sapienza University, Rome, Italy
| | - Daniele Santini
- Division of Oncology A, Department of Medical-Surgical Sciences and Biotechnologies, Sapienza University, Latina, Italy
| | - Andrea Lenzi
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Daniele Gianfrilli
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Andrea M Isidori
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Carlotta Pozza
- Division of Endocrinology and Andrology, Department of Experimental Medicine, Sapienza University, Rome, Italy
| |
Collapse
|
4
|
Atay M, Toprak H, Akcay A, Mehdi E, Yilmaz M. Association between left-sided varicocele and epididymo-orchitis with sonographic findings. JOURNAL OF CLINICAL ULTRASOUND : JCU 2024; 52:700-704. [PMID: 38651691 DOI: 10.1002/jcu.23694] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/18/2023] [Revised: 04/04/2024] [Accepted: 04/06/2024] [Indexed: 04/25/2024]
Abstract
OBJECTIVE The aim of this study was to investigate the relationship between left-sided varicocele and epididymitis or epididymo-orchitis. MATERIALS AND METHODS The study included 72 patients with left side epididymitis (EP) or epididymo-orchitis (EPO) (Group 1) and a control group of 72 patients without EP or EPO (Group 2). Those with right EP-EPO were excluded due to possible other underlying retroperitoneal pathologies causing varicocele. Groups were evaluated for presence of left side varicocele, varicocele grade and pampiniform plexus vein diameter. RESULTS The average age was 38 ± 8.4 years (range, 18-50 years) in Group 1, and 36 ± 9.1 years (range, 16-47 years) in Group 2. Varicocele was significantly more common in patients with EP or EPO (p < 0.001). The rate of varicocele was 66.7% (48/72) in Group 1, and 22.3% (16/72) in Group 2. The median grade of varicocele was 2 in Group 1, and 0 in Group 2. Pampiniform plexus vein diameters were found to be significantly larger in patients with EP or EPO compare to patients without EP and EPO. The median vein diameter was 3.3 mm with the 25th and 75th percentiles at 2.7 and 3.8 mm, and was 1.9 mm with the 25th and 75th percentiles at 1.7 and 2.3 mm, respectively (p < 0.001). CONCLUSIONS Left-sided varicocele was significantly more common in patients with EP or EPO and it is an important cause for the development of EP/EPO because of chronic venous stasis.
Collapse
Affiliation(s)
- Musa Atay
- Department of Radiology, Bagcilar Training and Research Hospital, Health Sciences University, Istanbul, Turkey
| | - Huseyin Toprak
- Department of Radiology, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Ahmet Akcay
- Department of Radiology, Faculty of Medicine, Bezmialem Vakif University, Istanbul, Turkey
| | - Elnur Mehdi
- Nuclear Medicine Department, National Centre of Oncology, Baku, Azerbaijan
| | - Mehmet Yilmaz
- Department of Urology, Bagcilar Training and Research Hospital, University of Health Sciences, Istanbul, Turkey
| |
Collapse
|
5
|
Pedersen MRV, Otto PO, Fredslund M, Smedegaard C, Jensen J, McEntee MF, Loft MK. Ultrasound assessment of testicular volume - An interobserver variability study. J Med Imaging Radiat Sci 2023; 54:692-698. [PMID: 37838500 DOI: 10.1016/j.jmir.2023.09.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2023] [Revised: 09/02/2023] [Accepted: 09/06/2023] [Indexed: 10/16/2023]
Abstract
BACKGROUND Ultrasonography measurement of the testicles and subsequent calculation of the testicular volume is recommended as a part of a standard scrotal ultrasound examination. The interobserver variability of testicular volume measurement has implications for surgical recommendations. Therefore, this study aimed to investigate the interobserver variability in the measurement of testicular volume. METHODS Interobserver variability was established by comparing testicular measurements performed by two observers on the same patient during the same clinical appointment. The observers were blinded to each other's measurements. Testicular volume was calculated using the Lambert formula: length x width x height x 0.71. A total of three observers, A, B and C, participated in the study. The observers had between 4 to 20 years' experience with scrotal ultrasound examinations. RESULTS In total, 24 patients' were included (48 testicles). The patient´s mean age was 43 years (range 19-75 years). The overall mean right testicular volume was 19.8 ml (range 7.3-31.6 ml), and the left was 20.1 ml (range 7.1-36.1 ml). The interclass correlation coefficient (ICC) between observer A and B was excellent (ICC= 0.98, CI:0.92-0.99), between observer A and C, was excellent (ICC=0.91, CI: 0.77-0.97) and between B and C good (ICC=0.82, CI:0.51-0.93). CONCLUSION Variability in estimating testicular volume is low, with interobserver agreement ranging from good to excellent. Ultrasound provides a highly reproducible tool to determine testicular volume.
Collapse
Affiliation(s)
- Malene Roland Vils Pedersen
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark; University Hospital of Southern Denmark, Department of Radiology, Kolding hospital, Sygehusvej 24, Kolding, Denmark; University of Southern Denmark, Institute of Regional Health, Campusvej 55, Odense, Denmark.
| | - Peter Obel Otto
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark
| | - Mads Fredslund
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark
| | - Claus Smedegaard
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark
| | - Janni Jensen
- Odense University Hospital, Department of Radiology, J. B Winsløwsvej 4, Odense, Denmark; Research and Innovation Unit of Radiology, University Hospital of Southern Denmark
| | - Mark F McEntee
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark; University of Southern Denmark, Institute of Regional Health, Campusvej 55, Odense, Denmark; University College Cork, School of Medicine, Discipline of Medical Imaging and Radiation Therapy, Ireland
| | - Martina Kastrup Loft
- University Hospital of Southern Denmark, Department of Radiology, Vejle Hospital, Beriderbakken 4, Vejle, Denmark; University Hospital of Southern Denmark, Department of Radiology, Kolding hospital, Sygehusvej 24, Kolding, Denmark
| |
Collapse
|
6
|
Micangeli G, Paparella R, Tarani F, Menghi M, Ferraguti G, Carlomagno F, Spaziani M, Pucarelli I, Greco A, Fiore M, Tarani L. Clinical Management and Therapy of Precocious Puberty in the Sapienza University Pediatrics Hospital of Rome, Italy. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1672. [PMID: 37892335 PMCID: PMC10604951 DOI: 10.3390/children10101672] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 09/28/2023] [Accepted: 10/07/2023] [Indexed: 10/29/2023]
Abstract
Puberty identifies the transition from childhood to adulthood. Precocious puberty is the onset of signs of pubertal development before age eight in girls and before age nine in boys, it has an incidence of 1/5000-1/10,000 with an F:M ratio ranging from 3:1 to 20:1. Precocious puberty can be divided into central, also known as gonadotropin-dependent precocious puberty or true precocious puberty, and peripheral, also recognized as gonadotropin-independent precocious puberty or precocious pseudopuberty. Thus, the main aim of this narrative report is to describe the standard clinical management and therapy of precocious puberty according to the experience and expertise of pediatricians and pediatric endocrinologists at Policlinico Umberto I, Sapienza University of Rome, Italy. In the suspicion of early sexual maturation, it is important to collect information regarding the age of onset, the speed of maturation of secondary sexual features, exposure to exogenous sex steroids and the presence of neurological symptoms. The objective examination, in addition to the evaluation of secondary sexual characteristics, must also include the evaluation of auxological parameters. Initial laboratory investigations should include serum gonadotropin levels (LH and FSH) and serum levels of the sex steroids. Brain MRI should be performed as indicated by the 2009 Consensus Statement in all boys regardless of chronological age and in all girls with onset of pubertal signs before 6 years of age. The gold standard in the treatment of central precocious puberty is represented by GnRH analogs, whereas, as far as peripheral forms are concerned, the triggering cause must be identified and treated. At the moment there are no reliable data establishing the criteria for discontinuation of GnRH analog therapy. However, numerous pieces of evidence suggest that the therapy should be suspended at the physiological age at which puberty occurs.
Collapse
Affiliation(s)
- Ginevra Micangeli
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| | - Roberto Paparella
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| | - Francesca Tarani
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| | - Michela Menghi
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| | - Giampiero Ferraguti
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (F.C.); (M.S.)
| | - Francesco Carlomagno
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (F.C.); (M.S.)
| | - Matteo Spaziani
- Department of Experimental Medicine, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (F.C.); (M.S.)
| | - Ida Pucarelli
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| | - Antonio Greco
- Department of Sensory Organs, Sapienza University of Rome, 00185 Rome, Italy
| | - Marco Fiore
- Institute of Biochemistry and Cell Biology, IBBC-CNR, 00185 Rome, Italy
| | - Luigi Tarani
- Department of Maternal Infantile and Urological Sciences, Sapienza University of Rome, Viale del Policlinico 155, 00161 Rome, Italy (R.P.)
| |
Collapse
|
7
|
Pozza C, Sesti F, Tenuta M, Spaziani M, Tarantino C, Carlomagno F, Minnetti M, Pofi R, Paparella R, Lenzi A, Radicioni A, Isidori AM, Tarani L, Gianfrilli D. Testicular Dysfunction in 47,XXY Boys: When It All Begins. A Semilongitudinal Study. J Clin Endocrinol Metab 2023; 108:2486-2499. [PMID: 37043499 PMCID: PMC10505551 DOI: 10.1210/clinem/dgad205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2022] [Revised: 04/03/2023] [Accepted: 04/07/2023] [Indexed: 04/13/2023]
Abstract
OBJECTIVE Klinefelter syndrome is the most common chromosomal disorder in males and the most common cause of hypergonadotropic hypogonadism. We describe the natural history of testicular dysfunction in patients with Klinefelter syndrome through the integration of clinical, hormonal, and quantitative ultrasound data in a life-course perspective. DESIGN Prospective semilongitudinal study. METHODS We included 155 subjects with 47,XXY karyotype (age range: 7 months-55 years) naïve to testosterone replacement therapy. Subjects were divided according to pubertal stage and age group (transition age and adults). Serial clinical, hormonal, and testicular ultrasound (US) assessments were performed. RESULTS Testicular development progresses until Tanner stage 4, with subsequent regression, whereas Sertoli and germ cell impairment is not hormonally detected before Tanner stages 3-4, as reflected by normal inhibin B values until stage 4 and the fall in the inhibin B/follicle-stimulating hormone ratio thereafter. The testosterone/luteinizing hormone ratio peaks during Tanner stages 2-3 and declines from Tanner stage 4 onward, preceding the development of overt hypogonadism. US echotexture progressively worsens until transition age, reflecting ongoing gonadal compromise, whereas quantitative US echotexture measures and the presence of both hypoechoic lesions and microlithiasis independently and significantly predict a lower circulating testosterone level. CONCLUSIONS The findings from this large prospective study contribute to our understanding of the natural history of testicular dysfunction in Klinefelter syndrome, underlining the importance of quantitative testicular US in infancy and childhood, as well as during pubertal development and transition age, for the optimal care of Klinefelter syndrome patients.
Collapse
Affiliation(s)
- Carlotta Pozza
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Franz Sesti
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Marta Tenuta
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Matteo Spaziani
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Chiara Tarantino
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Francesco Carlomagno
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Marianna Minnetti
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Riccardo Pofi
- Department of Endocrinology, Oxford Centre for Diabetes, Endocrinology and Metabolism and NIHR Oxford Biomedical Research Centre, Churchill Hospital, University of Oxford, Oxford OX37LE, UK
| | - Roberto Paparella
- Department of Pediatrics, Sapienza University of Rome, 00161 Rome, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Antonio Radicioni
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Andrea M Isidori
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Luigi Tarani
- Department of Pediatrics, Sapienza University of Rome, 00161 Rome, Italy
| | - Daniele Gianfrilli
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| |
Collapse
|
8
|
Bachelot G, Dhombres F, Sermondade N, Haj Hamid R, Berthaut I, Frydman V, Prades M, Kolanska K, Selleret L, Mathieu-D'Argent E, Rivet-Danon D, Levy R, Lamazière A, Dupont C. A Machine Learning Approach for the Prediction of Testicular Sperm Extraction in Nonobstructive Azoospermia: Algorithm Development and Validation Study. J Med Internet Res 2023; 25:e44047. [PMID: 37342078 DOI: 10.2196/44047] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2022] [Revised: 02/19/2023] [Accepted: 04/07/2023] [Indexed: 06/22/2023] Open
Abstract
BACKGROUND Testicular sperm extraction (TESE) is an essential therapeutic tool for the management of male infertility. However, it is an invasive procedure with a success rate up to 50%. To date, no model based on clinical and laboratory parameters is sufficiently powerful to accurately predict the success of sperm retrieval in TESE. OBJECTIVE The aim of this study is to compare a wide range of predictive models under similar conditions for TESE outcomes in patients with nonobstructive azoospermia (NOA) to identify the correct mathematical approach to apply, most appropriate study size, and relevance of the input biomarkers. METHODS We analyzed 201 patients who underwent TESE at Tenon Hospital (Assistance Publique-Hôpitaux de Paris, Sorbonne University, Paris), distributed in a retrospective training cohort of 175 patients (January 2012 to April 2021) and a prospective testing cohort (May 2021 to December 2021) of 26 patients. Preoperative data (according to the French standard exploration of male infertility, 16 variables) including urogenital history, hormonal data, genetic data, and TESE outcomes (representing the target variable) were collected. A TESE was considered positive if we obtained sufficient spermatozoa for intracytoplasmic sperm injection. After preprocessing the raw data, 8 machine learning (ML) models were trained and optimized on the retrospective training cohort data set: The hyperparameter tuning was performed by random search. Finally, the prospective testing cohort data set was used for the model evaluation. The metrics used to evaluate and compare the models were the following: sensitivity, specificity, area under the receiver operating characteristic curve (AUC-ROC), and accuracy. The importance of each variable in the model was assessed using the permutation feature importance technique, and the optimal number of patients to include in the study was assessed using the learning curve. RESULTS The ensemble models, based on decision trees, showed the best performance, especially the random forest model, which yielded the following results: AUC=0.90, sensitivity=100%, and specificity=69.2%. Furthermore, a study size of 120 patients seemed sufficient to properly exploit the preoperative data in the modeling process, since increasing the number of patients beyond 120 during model training did not bring any performance improvement. Furthermore, inhibin B and a history of varicoceles exhibited the highest predictive capacity. CONCLUSIONS An ML algorithm based on an appropriate approach can predict successful sperm retrieval in men with NOA undergoing TESE, with promising performance. However, although this study is consistent with the first step of this process, a subsequent formal prospective multicentric validation study should be undertaken before any clinical applications. As future work, we consider the use of recent and clinically relevant data sets (including seminal plasma biomarkers, especially noncoding RNAs, as markers of residual spermatogenesis in NOA patients) to improve our results even more.
Collapse
Affiliation(s)
- Guillaume Bachelot
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
- Laboratory in Medical Informatics and Knowledge Engineering in e-Health, L'Institut national de la santé et de la recherche médicale, Sorbonne University, Paris, France
| | - Ferdinand Dhombres
- Laboratory in Medical Informatics and Knowledge Engineering in e-Health, L'Institut national de la santé et de la recherche médicale, Sorbonne University, Paris, France
| | - Nathalie Sermondade
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Rahaf Haj Hamid
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Isabelle Berthaut
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Valentine Frydman
- Service d'Urologie, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Marie Prades
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Kamila Kolanska
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Lise Selleret
- Service d'Urologie, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Emmanuelle Mathieu-D'Argent
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Gynécologie Obstétrique et Médecine de la Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Diane Rivet-Danon
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Rachel Levy
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Antonin Lamazière
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Département de Métabolomique Clinique, Hôpital Saint Antoine, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| | - Charlotte Dupont
- Saint Antoine Research Center, L'Institut national de la santé et de la recherche médicale UMR 938, Sorbonne Université, Paris, France
- Service de Biologie de La Reproduction, Hôpital Tenon, Assistance Publique-Hôpitaux de Paris, Sorbonne Université, Paris, France
| |
Collapse
|
9
|
Campolo F, Assenza MR, Venneri MA, Barbagallo F. Once upon a Testis: The Tale of Cyclic Nucleotide Phosphodiesterase in Testicular Cancers. Int J Mol Sci 2023; 24:ijms24087617. [PMID: 37108780 PMCID: PMC10146088 DOI: 10.3390/ijms24087617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2023] [Revised: 04/17/2023] [Accepted: 04/19/2023] [Indexed: 04/29/2023] Open
Abstract
Phosphodiesterases are key regulators that fine tune the intracellular levels of cyclic nucleotides, given their ability to hydrolyze cAMP and cGMP. They are critical regulators of cAMP/cGMP-mediated signaling pathways, modulating their downstream biological effects such as gene expression, cell proliferation, cell-cycle regulation but also inflammation and metabolic function. Recently, mutations in PDE genes have been identified and linked to human genetic diseases and PDEs have been demonstrated to play a potential role in predisposition to several tumors, especially in cAMP-sensitive tissues. This review summarizes the current knowledge and most relevant findings regarding the expression and regulation of PDE families in the testis focusing on PDEs role in testicular cancer development.
Collapse
Affiliation(s)
- Federica Campolo
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Maria Rita Assenza
- Faculty of Medicine and Surgery, "Kore" University of Enna, 94100 Enna, Italy
| | - Mary Anna Venneri
- Department of Experimental Medicine, Sapienza University of Rome, 00161 Rome, Italy
| | - Federica Barbagallo
- Faculty of Medicine and Surgery, "Kore" University of Enna, 94100 Enna, Italy
| |
Collapse
|
10
|
Paoli D, Pallotti F, Anzuini A, Bianchini S, Caponecchia L, Carraro A, Ciardi MR, Faja F, Fiori C, Gianfrilli D, Lenzi A, Lichtner M, Marcucci I, Mastroianni CM, Nigro G, Pasculli P, Pozza C, Rizzo F, Salacone P, Sebastianelli A, Lombardo F. Male reproductive health after 3 months from SARS-CoV-2 infection: a multicentric study. J Endocrinol Invest 2023; 46:89-101. [PMID: 35943723 PMCID: PMC9362397 DOI: 10.1007/s40618-022-01887-3] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 07/27/2022] [Indexed: 02/07/2023]
Abstract
PURPOSE While SARS-CoV-2 infection appears not to be clinically evident in the testes, indirect inflammatory effects and fever may impair testicular function. To date, few long-term data of semen parameters impairment after recovery and comprehensive andrological evaluation of recovered patients has been published. The purpose of this study was to investigate whether SARS-CoV-2 infection affect male reproductive health. METHODS Eighty patients were recruited three months after COVID-19 recovery. They performed physical examination, testicular ultrasound, semen analysis, sperm DNA integrity evaluation (TUNEL), anti-sperm antibodies (ASA) testing, sex hormone profile evaluation (Total testosterone, LH, FSH). In addition, all patients were administered International Index of Erectile Function questionnaire (IIEF-15). Sperm parameters were compared with two age-matched healthy pre-COVID-19 control groups of normozoospermic (CTR1) and primary infertile (CTR2) subjects. RESULTS Median values of semen parameters from recovered SARS-CoV-2 subjects were within WHO 2010 fifth percentile. Mean percentage of sperm DNA fragmentation (%SDF) was 14.1 ± 7.0%. Gelatin Agglutination Test (GAT) was positive in 3.9% of blood serum samples, but no positive semen plasma sample was found. Only five subjects (6.2%) had total testosterone levels below the laboratory reference range. Mean bilateral testicular volume was 31.5 ± 9.6 ml. Erectile dysfunction was detected in 30% of subjects. CONCLUSION Our data remark that COVID-19 does not seem to cause direct damage to the testicular function, while indirect damage appears to be transient. It is possible to counsel infertile couples to postpone the research of parenthood or ART procedures around three months after recovery from the infection.
Collapse
Affiliation(s)
- D Paoli
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy.
| | - F Pallotti
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - A Anzuini
- Hormone Laboratory, Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - S Bianchini
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - L Caponecchia
- Andrology and Pathophysiology of Reproduction Unit, Santa Maria Goretti Hospital, Latina, Italy
| | - A Carraro
- Infectious Diseases Unit, Santa Maria Goretti Hospital, Sapienza University of Rome, Latina, Italy
| | - M R Ciardi
- Department of Public Health and Infectious Diseases, "Sapienza" University of Rome, Policlinico Umberto I Hospital, Rome, Italy
| | - F Faja
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - C Fiori
- Andrology and Pathophysiology of Reproduction Unit, Santa Maria Goretti Hospital, Latina, Italy
| | - D Gianfrilli
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - A Lenzi
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - M Lichtner
- Infectious Diseases Unit, Santa Maria Goretti Hospital, Sapienza University of Rome, Latina, Italy
| | - I Marcucci
- Andrology and Pathophysiology of Reproduction Unit, Santa Maria Goretti Hospital, Latina, Italy
| | - C M Mastroianni
- Department of Public Health and Infectious Diseases, "Sapienza" University of Rome, Policlinico Umberto I Hospital, Rome, Italy
| | - G Nigro
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - P Pasculli
- Department of Public Health and Infectious Diseases, "Sapienza" University of Rome, Policlinico Umberto I Hospital, Rome, Italy
| | - C Pozza
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - F Rizzo
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| | - P Salacone
- Andrology and Pathophysiology of Reproduction Unit, Santa Maria Goretti Hospital, Latina, Italy
| | - A Sebastianelli
- Andrology and Pathophysiology of Reproduction Unit, Santa Maria Goretti Hospital, Latina, Italy
| | - F Lombardo
- Laboratory of Seminology-Sperm Bank "Loredana Gandini", Department of Experimental Medicine, "Sapienza" University of Rome, Viale del Policlinico 155, 00161, Rome, Italy
| |
Collapse
|
11
|
Sihag P, Tandon A, Pal R, Bhatt S, Sinha A, Sumbul M. Sonography in male infertility: a useful yet underutilized diagnostic tool. J Ultrasound 2022; 25:675-685. [PMID: 35038143 PMCID: PMC9402860 DOI: 10.1007/s40477-021-00646-z] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2021] [Accepted: 12/01/2021] [Indexed: 11/26/2022] Open
Abstract
PURPOSE To assess the utility of comprehensive sonographic examination including scrotal sonography, Testicular Doppler and Transrectal Ultrasound (TRUS) to evaluate the male reproductive system and differentiate between obstructive (OG) and non-obstructive (NOG) causes of azoospermia. METHODS 30 infertile men with azoospermia and 30 control subjects with normospermia underwent sonographic evaluation. FNAC/biopsy findings were used for assigning a final diagnosis of obstructive or non-obstructive azoospermia. Qualitative and quantitative imaging parameters were retrospectively compared between the groups using Chi-square/Fisher's exact test and unpaired t-test, respectively. P < 0.05 was considered significant. RESULTS Ectasia of rete testis/epididymal tubules, altered epididymal echogenicity, dilated terminal vas deferens were significantly more common in OG while inhomogeneous testicular echo-texture and reduced testicular vascularity were more common in NOG (P < 0.05). Testicular volume and epididymal head size were significantly higher in OG than in NOG and controls (18.2 ml/10 mm Vs 8.2 ml/7.2 mm and 13.4 ml/8.8 mm respectively; P < 0.05); while Resistive Index (RI) of intra-testicular vessels was higher in NOG as compared to OG and controls (0.65 vs 0.54 and 0.52 respectively; P < 0.05). On ROC curve analysis, cut-off values of testicular volume (AUC: 0.939; P < 0.001), epididymal head size (AUC: 0.772; P = 0.001) and testicular RI (AUC: 0.761; P = 0.001) to differentiate between the groups were 12.1 ml (sensitivity-94.4%; specificity-83.3%), 9 mm (sensitivity-66.7%; specificity-71%) and 0.62 (sensitivity-62%; specificity-100%) respectively. CONCLUSION Comprehensive sonographic evaluation can be used to differentiate obstructive from non-obstructive infertility and should be routinely incorporated in the diagnostic workup of infertile men with azoospermia.
Collapse
Affiliation(s)
- Prateek Sihag
- Department of Radio-Diagnosis, All India Institute of Medical Sciences, Bilaspur, Himachal Pradesh, India.
| | - Anupama Tandon
- Department of Radio-Diagnosis, University College of Medical Sciences and GTB Hospital, New Delhi, India
| | - Raj Pal
- Department of Radio-Diagnosis, University College of Medical Sciences and GTB Hospital, New Delhi, India
| | - Shuchi Bhatt
- Department of Radio-Diagnosis, University College of Medical Sciences and GTB Hospital, New Delhi, India
| | - Arpita Sinha
- Department of Radio-Diagnosis, University College of Medical Sciences and GTB Hospital, New Delhi, India
| | - Murtaza Sumbul
- Department of Radio-Diagnosis, University College of Medical Sciences and GTB Hospital, New Delhi, India
| |
Collapse
|
12
|
Ferlin A, Calogero AE, Krausz C, Lombardo F, Paoli D, Rago R, Scarica C, Simoni M, Foresta C, Rochira V, Sbardella E, Francavilla S, Corona G. Management of male factor infertility: position statement from the Italian Society of Andrology and Sexual Medicine (SIAMS) : Endorsing Organization: Italian Society of Embryology, Reproduction, and Research (SIERR). J Endocrinol Invest 2022; 45:1085-1113. [PMID: 35075609 DOI: 10.1007/s40618-022-01741-6] [Citation(s) in RCA: 48] [Impact Index Per Article: 16.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/16/2021] [Accepted: 01/05/2022] [Indexed: 12/13/2022]
Abstract
PURPOSE Infertility affects 15-20% of couples and male factors are present in about half of the cases. For many aspects related to the diagnostic and therapeutic approach of male factor infertility, there is no general consensus, and the clinical approach is not uniform. METHODS In the present document by the Italian Society of Andrology and Sexual Medicine (SIAMS), endorsed by the Italian Society of Embryology, Reproduction, and Research (SIERR), we propose evidence-based recommendations for the diagnosis, treatment, and management of male factor infertility to improve patient and couple care. RESULTS Components of the initial evaluation should include at minimum medical history, physical examination, and semen analysis. Semen microbiological examination, endocrine assessment, and imaging are suggested in most men and recommended when specific risk factors for infertility exist or first-step analyses showed abnormalities. Full examination including genetic tests, testicular cytology/histology, or additional tests on sperm is clinically oriented and based on the results of previous investigations. For treatment purposes, the identification of the specific cause and the pathogenetic mechanism is advisable. At least, distinguishing pre-testicular, testicular, and post-testicular forms is essential. Treatment should be couple-oriented, including lifestyle modifications, etiologic therapies, empirical treatments, and ART on the basis of best evidence and with a gradual approach. CONCLUSION These Guidelines are based on two principal aspects: they are couple-oriented and place high value in assessing, preventing, and treating risk factors for infertility. These Guidelines also highlighted that male infertility and in particular testicular function might be a mirror of general health of a man.
Collapse
Affiliation(s)
- A Ferlin
- Department of Medicine, Unit of Andrology and Reproductive Medicine, University of Padova, Via Giustiniani 2, 35121, Padua, Italy.
| | - A E Calogero
- Department of Clinical and Experimental Medicine, University of Catania, Catania, Italy
| | - C Krausz
- Department of Experimental and Clinical Biomedical Sciences 'Mario Serio', University of Florence, Florence, Italy
| | - F Lombardo
- Department of Experimental Medicine, Laboratory of Seminology-Sperm Bank "Loredana Gandini", University of Rome "La Sapienza", Rome, Italy
| | - D Paoli
- Department of Experimental Medicine, Laboratory of Seminology-Sperm Bank "Loredana Gandini", University of Rome "La Sapienza", Rome, Italy
| | - R Rago
- Department of Gender, Parenting, Child and Adolescent Medicine, Physiopathology of Reproduction and Andrology Unit, Sandro Pertini Hospital, Rome, Italy
| | - C Scarica
- European Hospital, Centre for Reproductive Medicine, Rome, Italy
| | - M Simoni
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - C Foresta
- Department of Medicine, Unit of Andrology and Reproductive Medicine, University of Padova, Via Giustiniani 2, 35121, Padua, Italy
| | - V Rochira
- Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - E Sbardella
- Department of Experimental Medicine, University of Rome "La Sapienza", Rome, Italy
| | - S Francavilla
- Department of Life, Health and Environmental Sciences, Unit of Andrology, University of L'Aquila, L'Aquila, Italy
| | - G Corona
- Medical Department, Endocrinology Unit, Maggiore-Bellaria Hospital, Azienda Usl, Bologna, Italy
| |
Collapse
|
13
|
Campolo F, Capponi C, Tarsitano MG, Tenuta M, Pozza C, Gianfrilli D, Magliocca F, Venneri MA, Vicini E, Lenzi A, Isidori AM, Barbagallo F. cAMP-specific phosphodiesterase 8A and 8B isoforms are differentially expressed in human testis and Leydig cell tumor. Front Endocrinol (Lausanne) 2022; 13:1010924. [PMID: 36277728 PMCID: PMC9585345 DOI: 10.3389/fendo.2022.1010924] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/03/2022] [Accepted: 09/06/2022] [Indexed: 11/21/2022] Open
Abstract
Cyclic adenosine monophosphate/Protein kinase A (cAMP/PKA) signaling pathway is the master regulator of endocrine tissue function. The level, compartmentalization and amplitude of cAMP response are finely regulated by phosphodiesterases (PDEs). PDE8 is responsible of cAMP hydrolysis and its expression has been characterized in all steroidogenic cell types in rodents including adrenal and Leydig cells in rodents however scarce data are currently available in humans. Here we demonstrate that human Leydig cells express both PDE8A and PDE8B isoforms. Interestingly, we found that the expression of PDE8B but not of PDE8A is increased in transformed Leydig cells (Leydig cell tumors-LCTs) compared to non-tumoral cells. Immunofluorescence analyses further reveals that PDE8A is also highly expressed in specific spermatogenic stages. While the protein is not detected in spermatogonia it accumulates nearby the forming acrosome, in the trans-Golgi apparatus of spermatocytes and spermatids and it follows the fate of this organelle in the later stages translocating to the caudal part of the cell. Taken together our findings suggest that 1) a specific pool(s) of cAMP is/are regulated by PDE8A during spermiogenesis pointing out a possible new role of this PDE8 isoform in key events governing the differentiation and maturation of human sperm and 2) PDE8B can be involved in Leydig cell transformation.
Collapse
Affiliation(s)
- Federica Campolo
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Chiara Capponi
- Department of Anatomical, Histological, Forensic and Orthopedic Sciences, Sapienza University of Rome, Rome, Italy
| | - Maria Grazia Tarsitano
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Department of Medical and Surgical Sciences, University Magna Graecia of Catanzaro, Catanzaro, Italy
| | - Marta Tenuta
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Carlotta Pozza
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Daniele Gianfrilli
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Fabio Magliocca
- Department of Radiological, Oncological and Pathological Sciences, Sapienza University of Rome, Rome, Italy
| | - Mary A. Venneri
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Elena Vicini
- Department of Anatomical, Histological, Forensic and Orthopedic Sciences, Sapienza University of Rome, Rome, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Andrea M. Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Federica Barbagallo
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
- Faculty of Medicine and Surgery, Kore University of Enna, Enna, Italy
- *Correspondence: Federica Barbagallo,
| |
Collapse
|
14
|
De Santi B, Spaggiari G, Granata AR, Romeo M, Molinari F, Simoni M, Santi D. From subjective to objective: A pilot study on testicular radiomics analysis as a measure of gonadal function. Andrology 2021; 10:505-517. [PMID: 34817934 PMCID: PMC9299912 DOI: 10.1111/andr.13131] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2021] [Revised: 11/16/2021] [Accepted: 11/19/2021] [Indexed: 11/27/2022]
Abstract
BACKGROUND The connection between testicular ultrasound (US) parameters and testicular function, including both spermato- and steroidogenesis has been largely suggested, but their predictive properties are not routinely applied. Radiomics, a new engineering approach to radiological imaging, could overcome the visual limit of the sonographer. OBJECTIVES This study is aimed at extracting objective testicular US features, correlating with testicular function, including both spermato- and steroidogenesis, using an engineering approach, in order to overcome the operator-dependent subjectivity. MATERIALS AND METHODS Prospective observational pilot study from December 2019 to December 2020 on normozoospermic subjects and patients with semen variables alterations, excluding azoospermia. All patients underwent conventional semen analysis, pituitary-gonadal hormones assessment, and testicular US, performed by the same operator. US images were analyzed by Biolab (Turin) throughout image segmentation, image pre-processing, and texture features extraction. RESULTS One hundred seventy US testicular images were collected from 85 patients (age 38.6 ± 9.1 years). A total of 44 first-order and advanced features were extracted. US inhomogeneity defined by radiomics significantly correlates with the andrologist definition, showing for the first time a mathematical quantification of a subjective US evaluation. Thirteen US texture features correlated with semen parameters, predicting sperm concentration, total sperm number, progressive motility, total motility and morphology, and with gonadotropins serum levels, but not with total testosterone serum levels. Classification analyses confirmed that US textural features predicted patients' classification according to semen parameters alterations. CONCLUSIONS Radiomics texture features qualitatively describe the testicular parenchyma with objective and reliable quantitative parameters, reflecting both the testicular spermatogenic capability and the action of pituitary gonadotropins. This is an innovative model in which US texture features represent a mirror of the pituitary-gonadal homeostasis in terms of reproductive function.
Collapse
Affiliation(s)
- Bruno De Santi
- Biolab, Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - Giorgia Spaggiari
- Unit of Endocrinology, Department of Medical Specialties, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile of Baggiovara, Modena, Italy
| | - Antonio Rm Granata
- Unit of Endocrinology, Department of Medical Specialties, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile of Baggiovara, Modena, Italy
| | - Marilina Romeo
- Unit of Endocrinology, Department of Medical Specialties, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile of Baggiovara, Modena, Italy.,Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Filippo Molinari
- Biolab, Department of Electronics and Telecommunications, Politecnico di Torino, Turin, Italy
| | - Manuela Simoni
- Unit of Endocrinology, Department of Medical Specialties, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile of Baggiovara, Modena, Italy.,Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| | - Daniele Santi
- Unit of Endocrinology, Department of Medical Specialties, Azienda Ospedaliero-Universitaria of Modena, Ospedale Civile of Baggiovara, Modena, Italy.,Department of Biomedical, Metabolic and Neural Sciences, University of Modena and Reggio Emilia, Modena, Italy
| |
Collapse
|
15
|
Isidori AM, Dogra VS, Sidhu PS. Imaging andrology of the future: Where functional imaging embraces the clinic. Andrology 2021; 9:1287-1289. [PMID: 34708931 DOI: 10.1111/andr.13054] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 05/25/2021] [Indexed: 12/18/2022]
Affiliation(s)
- Andrea M Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Vikram S Dogra
- Department of Imaging Science in Rochester, University of Rochester Medical Center, New York, USA
| | - Paul S Sidhu
- Department of Radiology, King's College Hospital, London, UK
| |
Collapse
|
16
|
Lotti F, Bertolotto M, Maggi M. Historical trends for the standards in scrotal ultrasonography: What was, what is and what will be normal. Andrology 2021; 9:1331-1355. [PMID: 34089245 DOI: 10.1111/andr.13062] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2021] [Revised: 05/27/2021] [Accepted: 05/28/2021] [Indexed: 12/19/2022]
Abstract
BACKGROUND Ultrasonography is the gold standard imaging method for scrotal investigation. Colour Doppler ultrasonography, contrast-enhanced ultrasonography and sonoelastography allow sonographers to assess size, echotexture, vascular features and stiffness of the scrotal organs and abnormalities. Scrotal ultrasonography has been used to investigate male reproductive health, scrotal pain, masses and trauma. However, ultrasonography thresholds/classifications used to distinguish normal and pathologic features of the scrotal organs have changed over time, and have not yet been fully standardized. OBJECTIVES To evaluate historical trends for the standards in scrotal ultrasonography: what was, what is and what will be normal. METHODS An extensive Medline search was performed identifying the most relevant studies in the English language from inception to date. RESULTS We provide here (i) a brief overview of the history of ultrasonography, (ii) current indications for scrotal ultrasonography and (iii) previous and current normal values, cut-offs and classifications of the main colour-Doppler ultrasonography parameters/characteristics of the scrotal organs, as derived from recent guidelines and evidence-based studies. In addition, we report recommendations and the clinical utility of contrast-enhanced ultrasonography and sonoelastography. Finally, we discuss critical issues needing further evidence and future directions to fill in the current gaps. DISCUSSION Several studies on scrotal ultrasonography are available. However, guidelines/recommendations dealing with specific ultrasonography applications have been published only in recent years. More recently, the European Academy of Andrology published evidence-based scrotal colour-Doppler ultrasonography reference ranges/normative parameters derived from a cohort of healthy, fertile men. In addition, a standardization of the methodology to evaluate qualitative and quantitative colour-Doppler ultrasonography parameters was reported. Other international societies reported indications, methodological standards, clinical utility and limitations of contrast-enhanced ultrasonography and sonoelastography. CONCLUSIONS To date, colour-Doppler ultrasonography normative values for the scrotal organs are available. However, a wide international consensus on assessment and classification of several ultrasonography parameters is still lacking. An alignment of the world societies on these issues is advocated.
Collapse
Affiliation(s)
- Francesco Lotti
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental, Clinical and Biomedical Sciences, University of Florence, Florence, Italy
| | - Michele Bertolotto
- Department of Radiology, Cattinara Hospital, University of Trieste, Trieste, Italy
| | - Mario Maggi
- Endocrinology Unit, Department of Experimental, Clinical and Biomedical Sciences, University of Florence, Florence, Italy
| |
Collapse
|
17
|
Garolla A, Grande G, Palego P, Canossa A, Caretta N, Di Nisio A, Corona G, Foresta C. Central role of ultrasound in the evaluation of testicular function and genital tract obstruction in infertile males. Andrology 2021; 9:1490-1498. [PMID: 34085393 PMCID: PMC8596694 DOI: 10.1111/andr.13060] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 05/25/2021] [Accepted: 05/27/2021] [Indexed: 12/16/2022]
Abstract
BACKGROUND Scrotal color Doppler ultrasonography and transrectal ultrasonography provide crucial information about the clinical status of testes and male accessory glands. OBJECTIVE To analyze the impact of ultrasound in the evaluation of infertile males. MATERIALS AND METHODS A total of 1120 records from infertile men were retrospectively evaluated (from January 2016 up to June 2020). Data on physical examination, semen analysis, sperm culture, scrotal color Doppler ultrasonography and transrectal ultrasonography, as well as sex hormones were analyzed. Among them, 238 reports from oligozoospermic/azoospermic infertile patients (P) fulfilling the inclusion criteria were considered for data analysis. Patients were subdivided into two groups according to follicle-stimulating hormone (FSH) values (Pa with FSH < 8 U/L and Pb with FSH ≥ 8 U/L). Sixty-three fertile volunteers (mean ± SD years) were enrolled as controls (C). RESULTS A higher prevalence of ultrasound abnormalities was recorded in P compared to C. Pb group had significantly lower bitesticular volume compared to Pa and C. Pa had a higher prevalence of transrectal ultrasonography abnormalities than Pb (69.9% vs. 38.4%), whereas Pb had a higher prevalence of abnormalities at scrotal color Doppler ultrasonography (60.0% vs. 28.3%, both p < 0.01). Bitesticular volume was inversely proportional to the number of altered seminal parameters and able to predict gonadotropin levels. A bitesticular volume <17 cc was associated with a higher risk of azoospermia (odds ratio = 1.799). Intratesticular vascularization was inversely correlated with gonadotropin levels and directly correlated with sperm count. A higher prevalence of prostate and seminal vesicle alterations was detected in patients and in Pa group, when compared with Pb group. DISCUSSION AND CONCLUSION Ultrasound abnormalities are correlated with seminal parameters and may guide the clinician in the diagnostic workflow of male infertility, suggesting spermatogenesis impairment or genital tract obstructions.
Collapse
Affiliation(s)
- Andrea Garolla
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Giuseppe Grande
- Second Division of Medicine, ULSS2 Marca Trevigiana, "Ca' Foncello" Regional Hospital, Treviso, Italy
| | - Pierfrancesco Palego
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Andrea Canossa
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Nicola Caretta
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Andrea Di Nisio
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| | - Giovanni Corona
- Endocrinology Unit, Medical Department, Azienda-Usl Maggiore-Bellaria Hospital, Bologna, Italy
| | - Carlo Foresta
- Unit of Andrology and Reproductive Medicine, Department of Medicine, University of Padova, Padova, Italy
| |
Collapse
|
18
|
Spaziani M, Lecis C, Tarantino C, Sbardella E, Pozza C, Gianfrilli D. The role of scrotal ultrasonography from infancy to puberty. Andrology 2021; 9:1306-1321. [PMID: 34048149 PMCID: PMC8596602 DOI: 10.1111/andr.13056] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2021] [Revised: 05/16/2021] [Accepted: 05/24/2021] [Indexed: 01/11/2023]
Abstract
Background Scrotal ultrasonography is an essential diagnostic tool in daily clinical practice. The availability of new‐generation ultrasound machines characterized by clearly improved image quality, low health cost, and higher patient safety, represents only some characteristics of ultrasound investigation. The usefulness of scrotal ultrasonography is particularly evident in the period of life from infancy to puberty, during which males undergo important morphofunctional changes, and several pathological conditions may occur. Objectives This pictorial review primarily aimed to investigate the aspects of ultrasonography related to the normal physiological development of the gonads from mini‐puberty to pubertal onset. This study also aimed to provide an update on the use of ultrasonography in main andrological pathologies that may occur during this period. The conditions that are discussed in depth are: cryptorchidism, inguinoscrotal hernias, and hydrocele in the neonatal phase; acute scrotum, epididymo‐orchitis, and testicular cancers in childhood; and hypogonadism, varicoceles, testicular microlithiasis, and oncohematological pathology in puberty. Discussion We provided an ultrasound slant for all the above‐mentioned pathologies while purposely avoiding excessive deepening of the pathogenetic, clinical, and therapeutic aspects. Studying the ultrasound aspects of the gonads also facilitates differential diagnosis between various conditions and represents a good aid in evaluating therapeutic success (e.g., in hypogonadism or postsurgical evaluation of varicoceles and cryptorchidism). Conclusion Scrotal ultrasonography is now globally recognized as the necessary completion of clinical–laboratory overview in gonads evaluation. This diagnostic procedure is even more indispensable in the infancy–childhood–puberty period for the evaluation of normal gonadal development as well as diagnosis of other possible diseases.
Collapse
Affiliation(s)
- Matteo Spaziani
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy.,Centre for Rare Diseases, Policlinico Umberto I, Rome, Italy
| | - Claudio Lecis
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Chiara Tarantino
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy.,Centre for Rare Diseases, Policlinico Umberto I, Rome, Italy
| | - Emilia Sbardella
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy.,Centre for Rare Diseases, Policlinico Umberto I, Rome, Italy
| | - Carlotta Pozza
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - Daniele Gianfrilli
- Section of Medical Pathophysiology and Endocrinology, Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| |
Collapse
|
19
|
Tenuta M, Sesti F, Bonaventura I, Mazzotta P, Pofi R, Gianfrilli D, Pozza C. Use of contrast enhanced ultrasound in testicular diseases: A comprehensive review. Andrology 2021; 9:1369-1382. [PMID: 34043256 PMCID: PMC8640938 DOI: 10.1111/andr.13057] [Citation(s) in RCA: 10] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/28/2021] [Revised: 05/12/2021] [Accepted: 05/24/2021] [Indexed: 01/17/2023]
Abstract
Background Contrast‐enhanced ultrasound (CEUS) is a sonographic technique that increases the diagnostic accuracy of ultrasound and color Doppler ultrasound (CDUS) when studying testicular abnormalities. However, its role in clinical practice is still debatable because there are no accepted standards regarding how and when this technique should be used for patients with testicular disease. Objectives To perform a nonsystematic review of the current literature to highlight the strength and flaws of performing CEUS and to provide a critical overview of current research evidence on this topic. Materials and methods A thorough search of published peer‐reviewed studies in PubMed was performed using proper keywords. Results Strong enhancement of neoplastic lesions (both benign and malignant) during CEUS aids in differential diagnosis with non‐neoplastic lesions, which usually appears either nonenhanced or enhanced in a manner similar to that of the surrounding parenchyma. CEUS enhancement has a high predictive value in the identification of neoplastic lesions, whereas a similar or complete absence of enhancement may be interpreted as strong evidence of benignity, although there are exceptions. Literature on quantitative analysis is still scarce, though promising, particularly in distinguishing benign from malignant neoplasms. Furthermore, CEUS may be useful in many emergency situations, such as acute scrotum, blunt scrotal trauma, and focal infarction of the testis. Finally, CEUS can help increase the probability of sperm recovery in azoospermic males. Discussion and conclusion CEUS is a safe, easy‐to‐perform, and cost‐effective diagnostic tool that can provide a more accurate diagnosis in testicular lesions and acute scrotal disease. However, further studies with larger cohorts are required to refine the differential diagnosis between benign and malignant neoplasms. Finally, these preliminary results can instigate the development of innovative research on pre‐testicular sperm extraction to increase the chances of sperm recovery.
Collapse
Affiliation(s)
- Marta Tenuta
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Franz Sesti
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| | | | - Paola Mazzotta
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| | - Riccardo Pofi
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| | | | - Carlotta Pozza
- Department of Experimental Medicine, Sapienza University, Rome, Italy
| |
Collapse
|
20
|
Bochiński A, Sujenthiran A, Al-Hussini M, Fruhwirth GO, Shabbir M, Yap T. 18 F-FDG PET/CT use in functional assessment of the testes: A systematic review. Andrology 2021; 9:1410-1421. [PMID: 34019736 DOI: 10.1111/andr.13042] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2020] [Revised: 04/29/2021] [Accepted: 05/18/2021] [Indexed: 01/01/2023]
Abstract
INTRODUCTION Our study analysed previous studies employing positron emission tomography with co-registered computer tomography (PET/CT) in andrological patient evaluation and assessed the differences in 2-[18 F]F-fluoro-2'-deoxyglucose (FDG) uptake between three groups: healthy testes, benign and malignant testicular pathology. METHODS Medline and Embase were systematically searched for studies involving FDG-PET/CT imaging of testes with results expressed as mean standardised uptake value (SUVmean ). A one-way ANOVA was used to compare SUVmean between three groups. All papers assessing andrological parameters were pooled to compare fertility data. RESULTS Seventeen studies, including three relating to fertility diagnosis, with a total of 830 patients, were included in the review. One-way ANOVA showed a statistical difference between mean values of tracer SUVmean in healthy and malignant testes (Dif. = -2.77, 95% CI = -4.32 to 1.21, p < 0.01) as well as benign and malignant (Dif. = -2.95, 95% CI = -4.33 to -1.21, p < 0.01) but no difference between healthy and benign (Dif. = 0.19, 95% CI = -0.96 to 1.33, p = 0.90). There is some evidence to suggest that FDG uptake and testicular volume are positively correlated to total sperm count, sperm concentration and sperm motility and that germ cells are likely to account for the majority of testicular FDG accumulation. CONCLUSION Our findings indicate that malignant testicular lesions demonstrate a significantly higher FDG uptake than benign testicular lesions or healthy testes. Some evidence also suggests that FDG-PET could visualise metabolic activity and thus spermatogenesis; however more studies are required to determine whether FDG-PET could also be used to diagnose infertility. Further studies should focus on correlating both sex hormone-serum levels and semen analysis results with imaging data.
Collapse
Affiliation(s)
- Antoni Bochiński
- School of Bioscience Education, Guy's Campus, King's College London, London, UK
| | | | | | - Gilbert O Fruhwirth
- Imaging Therapies and Cancer Group, School of Biomedical Engineering and Imaging Sciences, King's College London, London, UK
| | - Majed Shabbir
- Department of Urology, Guy's and St Thomas' NHS Trust, London, UK
| | - Tet Yap
- Department of Urology, Guy's and St Thomas' NHS Trust, London, UK
| |
Collapse
|
21
|
Hu JY, Huang WL, Gao Y, Yang Z, Ding L, Xie Y, Xie XY, Hu HT, Wang Z. Preliminary investigation of the diagnostic value of shear wave elastography in evaluating the testicular spermatogenic function in patients with azoospermia. Andrologia 2021; 53:e14039. [PMID: 33682169 DOI: 10.1111/and.14039] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2020] [Revised: 01/30/2021] [Accepted: 02/17/2021] [Indexed: 12/15/2022] Open
Abstract
To assess the diagnostic value of shear wave elastography (SWE) for evaluating the histological spermatogenic function of azoospermic males, 91 patients with azoospermia who underwent standardised greyscale ultrasound and SWE examinations followed by testicular biopsy were retrospectively recruited. Spermatogenic function was classified by biopsy as normal testicular spermatogenesis (n = 61), hypospermatogenesis (n = 18), spermatogenesis arrest (n = 6) and Sertoli cell-only syndrome (n = 6). Significant differences in testicular size and SWE values were observed between these 4 groups (p < .01). The mean SWE value had good discrimination power (AUC = 0.79) with a cut-off value of 1.55 KPa, a sensitivity of 0.58, specificity of 0.85, positive predictive value (PPV) of 0.36 and negative predictive value (NPV) of 0.93. Testicular volume had an AUC of 0.75. With a cut-off value of 8.41 ml, the testicular volume had a sensitivity of 0.58, specificity of 0.92, PPV of 0.54 and NPV of 0.93. The mean SWE value and testicular volume efficiently discriminated patients with normal spermatogenesis and hypospermatogenesis from patients with Sertoli cell-only syndrome and spermatogenesis arrest.
Collapse
Affiliation(s)
- Jia-Ying Hu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Wan-Ling Huang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yong Gao
- Reproductive Medicine Centre, The Key Laboratory for Reproductive Medicine of Guangdong Province, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zheng Yang
- Department of Pathology, The Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China
| | - Li Ding
- Department of Pathology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Yun Xie
- Department of Andrology, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Xiao-Yan Xie
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Hang-Tong Hu
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| | - Zhu Wang
- Department of Medical Ultrasonics, Institute of Diagnostic and Interventional Ultrasound, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China
| |
Collapse
|
22
|
Lotti F, Frizza F, Balercia G, Barbonetti A, Behre HM, Calogero AE, Cremers JF, Francavilla F, Isidori AM, Kliesch S, La Vignera S, Lenzi A, Marcou M, Pilatz A, Poolamets O, Punab M, Peraza Godoy MF, Rajmil O, Salvio G, Shaeer O, Weidner W, Maseroli E, Cipriani S, Baldi E, Degl'Innocenti S, Danza G, Caldini AL, Terreni A, Boni L, Krausz C, Maggi M. The European Academy of Andrology (EAA) ultrasound study on healthy, fertile men: Scrotal ultrasound reference ranges and associations with clinical, seminal, and biochemical characteristics. Andrology 2021; 9:559-576. [PMID: 33244893 DOI: 10.1111/andr.12951] [Citation(s) in RCA: 35] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/19/2020] [Revised: 11/19/2020] [Accepted: 11/23/2020] [Indexed: 12/11/2022]
Abstract
BACKGROUND Scrotal color Doppler ultrasound (CDUS) still suffers from lack of standardization. Hence, the European Academy of Andrology (EAA) has promoted a multicenter study to assess the CDUS characteristics of healthy fertile men (HFM) to obtain normative parameters. OBJECTIVES To report and discuss the scrotal organs CDUS reference ranges and characteristics in HFM and their associations with clinical, seminal, and biochemical parameters. METHODS A cohort of 248 HFM (35.3 ± 5.9years) was studied, evaluating, on the same day, clinical, biochemical, seminal, and scrotal CDUS following Standard Operating Procedures. RESULTS The CDUS reference range and characteristics of the scrotal organs of HFM are reported here. CDUS showed a higher accuracy than physical examination in detecting scrotal abnormalities. Prader orchidometer (PO)- and US-measured testicular volume (TV) were closely related. The US-assessed TV with the ellipsoid formula showed the best correlation with the PO-TV. The mean TV of HFM was ~ 17 ml. The lowest reference limit for right and left testis was 12 and 11 ml, thresholds defining testicular hypotrophy. The highest reference limit for epididymal head, tail, and vas deferens was 12, 6, and 4.5 mm, respectively. Mean TV was associated positively with sperm concentration and total count and negatively with gonadotropins levels and pulse pressure. Subjects with testicular inhomogeneity or calcifications showed lower sperm vitality and concentration, respectively, than the rest of the sample. Sperm normal morphology and progressive motility were positively associated with epididymal head size/vascularization and vas deferens size, respectively. Increased epididymis and vas deferens sizes were associated with MAR test positivity. Decreased epididymal tail homogeneity/vascularization were positively associated with waistline, which was negatively associated with intratesticular vascularization. CDUS varicocele was detected in 37.2% of men and was not associated with seminal or hormonal parameters. Scrotal CDUS parameters were not associated with time to pregnancy, number of children, history of miscarriage. CONCLUSIONS The present findings will help in better understanding male infertility pathophysiology, improving its management.
Collapse
Affiliation(s)
- F Lotti
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - F Frizza
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - G Balercia
- Endocrinology Unit, Ospedali Riuniti Ancona, Polytechnic University of Marche, Ancona, Italy
| | - A Barbonetti
- Andrology Unit, Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - H M Behre
- Center for Reproductive Medicine and Andrology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - A E Calogero
- Department of Clinical and Experimental Medicine, University of Catania, Italy
| | - J F Cremers
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, Münster University Hospital, Münster, Germany
| | - F Francavilla
- Andrology Unit, Department of Life, Health and Environmental Sciences, University of L'Aquila, L'Aquila, Italy
| | - A M Isidori
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - S Kliesch
- Department of Clinical and Surgical Andrology, Centre of Reproductive Medicine and Andrology, Münster University Hospital, Münster, Germany
| | - S La Vignera
- Department of Clinical and Experimental Medicine, University of Catania, Italy
| | - A Lenzi
- Department of Experimental Medicine, Sapienza University of Rome, Rome, Italy
| | - M Marcou
- Center for Reproductive Medicine and Andrology, Martin Luther University Halle-Wittenberg, Halle, Germany
| | - A Pilatz
- Department of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - O Poolamets
- Andrology Unit, Tartu University Hospital, Tartu, Estonia
| | - M Punab
- Andrology Unit, Tartu University Hospital, Tartu, Estonia
| | - M F Peraza Godoy
- Andrology Department, Fundació Puigvert, Universitat Autònoma de Barcelona, Instituto de Investigaciones Biomédicas Sant Pau (IIB-Sant Pau), Barcelona, Spain
| | - O Rajmil
- Andrology Department, Fundació Puigvert, Universitat Autònoma de Barcelona, Instituto de Investigaciones Biomédicas Sant Pau (IIB-Sant Pau), Barcelona, Spain
| | - G Salvio
- Endocrinology Unit, Ospedali Riuniti Ancona, Polytechnic University of Marche, Ancona, Italy
| | - O Shaeer
- Department of Andrology, Kasr El Aini Faculty of Medicine, Cairo University, Cairo, Egypt
| | - W Weidner
- Department of Urology, Pediatric Urology and Andrology, Justus Liebig University, Giessen, Germany
| | - E Maseroli
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - S Cipriani
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - E Baldi
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - S Degl'Innocenti
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - G Danza
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - A L Caldini
- Department of Laboratory, Careggi Hospital, Florence, Italy
| | - A Terreni
- Department of Laboratory, Careggi Hospital, Florence, Italy
| | - L Boni
- Clinical Trials Coordinating Center, Toscano Cancer Institute, University Hospital Careggi, Florence, Italy
| | - C Krausz
- Andrology, Female Endocrinology and Gender Incongruence Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| | - M Maggi
- Endocrinology Unit, Department of Experimental and Clinical Biomedical Sciences "Mario Serio", University of Florence, Florence, Italy
| |
Collapse
|
23
|
Pozza C, Kanakis G, Carlomagno F, Lemma A, Pofi R, Tenuta M, Minnetti M, Tarsitano MG, Sesti F, Paoli D, Anzuini A, Lenzi A, Isidori AM, Gianfrilli D. Testicular ultrasound score: A new proposal for a scoring system to predict testicular function. Andrology 2020; 8:1051-1063. [PMID: 32445591 PMCID: PMC7497152 DOI: 10.1111/andr.12822] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2020] [Revised: 05/12/2020] [Accepted: 05/14/2020] [Indexed: 12/18/2022]
Abstract
Background Testicular ultrasound (US) is routinely employed in the evaluation of reproductive and sexual function. However, its use for characteristics other than testicular volume is hampered by a lack of information on the prognostic value of its findings, which to date have only been incorporated in a score proposed by Lenz et al in 1993. Objectives We sought to explore whether testicular US examination can predict the quality of spermatogenesis and provide information on testicular endocrine function. Materials and methods We retrospectively reviewed 6210 testicular US examinations, finally selecting examinations from 2230 unique men. The following variables were considered: bitesticular volume and testicular asymmetry, parenchymal echotexture, echogenicity and presence of microlithiasis, solid lesions and varicocoele. Concurrent fasting hormonal data were available for 1160 men, while 979 had a semen sample available from the same day as the US examination. Results We derived a new US score, termed TU score, that can predict both impaired spermatogenesis (AUC 0.73, sensitivity 72%, specificity 61%, P < .001) and hypogonadism (AUC 0.71, sensitivity 71%, specificity 53%, P < .001) more accurately than the Lenz's score. In a multivariate analysis, a reduced sperm composite index (defined as total spermatozoa × total motility × normal forms) was independently predicted by bitesticular volume and by inhomogeneous echotexture, while hypogonadism was independently predicted also by reduced echogenicity and presence of microlithiasis. Discussion and conclusions We describe the testicular US characteristics that are independently associated with impaired spermatogenesis and hypogonadism and propose the TU score as a simple screening method for use in subjects referred for testicular US.
Collapse
Affiliation(s)
- Carlotta Pozza
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - George Kanakis
- Department of Endocrinology, Athens Naval & VA Hospital, Athens, Greece
| | | | - Andrea Lemma
- Department of Obstetrical and Gynaecological Sciences and Urological Sciences, "Sapienza" University of Rome, Rome, Italy
| | - Riccardo Pofi
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Marta Tenuta
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Marianna Minnetti
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Maria G Tarsitano
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Franz Sesti
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Donatella Paoli
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Antonella Anzuini
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Andrea Lenzi
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Andrea M Isidori
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| | - Daniele Gianfrilli
- Department of Experimental Medicine, "Sapienza" University of Rome, Rome, Italy
| |
Collapse
|