OBJECTIVE: To explore the application value of artificial intelligence (AI)-assisted chromosomal karyotype analysis in the diagnosis of prenatal chromosomal mosaicism. METHODS: A retrospective analysis was conducted on 172 pregnant women who underwent amniocentesis at the Department of Medical Genetics and Prenatal Diagnosis, the Third Affiliated Hospital of Zhengzhou University between January 2019 and December 2024. All cases whose fetuses were diagnosed with chromosomal mosaicism via karyotype analysis and stratified into two groups based on the analytical software employed: the conventional analysis group (n = 70), which utilized Leica analysis software for karyotype image recognition and cell counting; and the AI-assisted analysis group (n = 102), which utilized AI-assisted software for the same procedures. The clinical performance of AI-assisted karyotype analysis in diagnosing chromosomal mosaicism was comprehensively evaluated by comparing the types of mosaic karyotypes, distribution of mosaic ratios, and verification outcomes of different detection modalities between the two groups. This study was approved by the Medical Ethics Committee of the Third Affiliated Hospital of Zhengzhou University (Ethics No.: 2024-406-01). RESULTS: No statistically significant difference was observed in baseline characteristics (maternal age, gestational week, and indications for prenatal diagnosis) between the two groups. Regarding the detection efficacy for numerical and structural mosaicisms, no significant difference was found in the detection of numerical mosaicism. However, the conventional analysis group exhibited a significantly higher detection rate of autosomal structural mosaicism compared to the AI-assisted group (11.43% vs. 0.98%, P < 0.05). Numerical mosaicism cases were further verified using copy number variation sequencing (CNV-seq) and/or fluorescence in situ hybridization (FISH). The AI-assisted group demonstrated a significantly lower inconsistency rate (5.56% vs. 20.41%, P < 0.05) compared to the conventional group. For low-proportion (< 10%) chromosomal mosaicism, the AI-assisted group had a significantly lower detection rate (13.25% vs. 29.69%, P < 0.05). Subsequent validation of low-proportion mosaicism by CNV-seq and/or FISH showed a higher consistency rate in the AI-assisted group (81.82% vs. 54.55%), though the difference did not reach statistical significance (P = 0.360). CONCLUSION For the karyotyping analysis of prenatal chromosomal mosaicism, AI-assisted karyotype analysis shows high accuracy and consistency in identifying numerical chromosomal mosaicism, particularly in reducing the detection of low-proportion (< 10%) mosaicism while improving verification accuracy. AI-assisted analysis can significantly improve the detection accuracy of numerical mosaicism and mitigate the risk of misclassification for low-proportion (< 10%) mosaicism, thereby providing more precise clinical evidence for the prenatal diagnosis of chromosomal mosaicisms.
Humans ; Female ; Mosaicism ; Pregnancy ; Karyotyping/methods* ; Artificial Intelligence ; Prenatal Diagnosis/methods* ; Adult ; Retrospective Studies ; Chromosome Disorders/genetics* ; Amniocentesis

Introduction: Cushing’s disease in adolescents is rare and frequently difficult to diagnose due to overlapping features with common pubertal and metabolic conditions. We present an adolescent who underwent inferior petrosal sinus sampling (IPSS) with possible cyclical Cushing’s disease, highlighting the diagnostic challenges and the interpretive value of IPSS. Case: A 16-year-old female presented with progressive weight gain, acne, hirsutism, secondary amenorrhea, proximal myopathy, violaceous striae, and facial plethora over 1 year. Her 24-hour urinary cortisol was >3,310 nmol/L with failure of suppression following a 1-mg overnight dexamethasone suppression test (701 nmol/L). Her adrenocorticotropic hormone (ACTH) was raised (77.9 pg/mL), consistent with ACTH-dependent Cushing syndrome. Her hemoglobin A1c was 5.9%, and she has low bone mass for age with a Z score of -2.9 at the Lumbar spine. Pituitary magnetic resonance imaging identified a rightsided microadenoma measuring 0.6 × 0.5 cm, while computed tomography of the thorax, abdomen, and pelvis showed no ectopic source. IPSS with desmopressin stimulation was performed to confirm the ACTH source. No steroidogenesis inhibitors were administered prior to testing. Notably, cortisol levels during IPSS were relatively low, with midnight cortisol of 91 nmol/L and morning cortisol of 200 nmol/L, suggesting testing during a trough phase of possible cyclical hypercortisolism. Despite this, IPSS demonstrated a significant central-to-peripheral ACTH gradient supporting a pituitary source. Conclusion This case highlights the diagnostic dilemma of interpreting IPSS in suspected cyclical Cushing’s disease. Fluctuating cortisol secretion may result in discordant biochemical findings and complicate localization studies. IPSS findings should be interpreted cautiously and integrated with clinical features, imaging, and serial biochemical monitoring. Recognition of cyclical disease patterns is essential to ensure appropriate management in adolescent patients.
Adolescent ; Humans ; Petrosal Sinus Sampling

Introduction: Metaplastic thymoma is an exceptionally rare thymic epithelial neoplasm, with fewer than 40 cases reported in the literature. It is defined by a distinctive biphasic proliferation of epithelioid epithelial nests and bland spindle cell fascicles, accompanied by a characteristic immunohistochemical profile. In limited cytology specimens, the lack of architectural context and potentially incomplete sampling can obscure the biphasic nature, leading to diagnostic difficulty. We describe a case initially interpreted as an epithelioid neoplasm on fine needle aspiration (FNA), with subsequent resection confirming metaplastic thymoma. Case Description: A 66-year-old male presented with an anterior mediastinal mass. FNA revealed a highly cellular specimen composed predominantly of polygonal tumor cells arranged in cohesive sheets. The cells displayed round to ovoid, hyperchromatic nuclei with moderate to marked pleomorphism, irregular nuclear membranes, conspicuous nucleoli, and abundant eosinophilic cytoplasm. Dystrophic calcifications were noted within a hemorrhagic background. An epithelioid tumor was favored on cytologic evaluation. The patient subsequently underwent video-assisted thoracoscopic surgery with excision of the mass. The specimen was well-encapsulated, lobulated, and traversed by fibrous septations. Microscopically, the tumor demonstrated a biphasic architecture: cohesive nests of epithelioid cells closely admixed with intersecting fascicles of bland spindle cells. Immature T-lymphocytes were not identified. Immunohistochemical staining showed diffuse cytokeratin and p40 positivity in the epithelioid component. In contrast, the spindle cell component lacked cytokeratin expression but exhibited strong vimentin positivity and patchy EMA reactivity. Both components were negative for CD5 and CD117. The Ki-67 proliferation index was low (1–2%). Discussion: Diagnosing metaplastic thymoma on cytology is challenging due to the tumor’s inherently biphasic architecture, which may not be adequately represented in limited FNA samples. In this case, the cytologic material disproportionately sampled the epithelioid component, masking the spindle cell element critical for diagnosis. Additionally, the lymphocyte-poor background mimicked type A or AB thymoma, further contributing to potential misclassification. Accurate diagnosis relies on careful integration of cytologic features with histologic, immunohistochemical, radiologic, and clinical data. Recognition of this rare entity is important, as its behavior differs substantially from other anterior mediastinal tumors, including thymic carcinoma and more aggressive thymoma subtypes. Conclusion Metaplastic thymoma can present as a purely epithelioid lesion on limited biopsy material, obscuring its hallmark biphasic nature. Awareness of this rare thymic neoplasm and correlation with resection findings are essential to avoid misdiagnosis. When accurately identified and completely excised, metaplastic thymoma carries an excellent prognosis.
Biopsy, Fine-Needle ; Thymoma

BACKGROUND

Proficiency in performing thoracentesis is a key competency recommended in the Medical Schools Objective Project (MSOP) adopted by the American Association of Medical Colleges, USA, that medical students should possess prior to graduation, although they often do not practice it clinically until the later stages of their training. Thiel-embalmed cadavers, which offer a lifelike experience with less irritation than formalin-preserved cadavers, have been increasingly used as early as 1st year medical school to teach such procedures because of their feel-like and look-like real patients. There are no studies on the use of Thiel- cadavers for simulated thoracentesis among medical students in the Philippines.

To evaluate the attitudes and perceptions of medical students on the use of Thiel-soft embalmed cadavers for simulated thoracentesis as to the understanding of thoracic anatomy, overall learning experience, and confidence in performing the procedure in the cadaver and possibly in the clinical setting.

This is a descriptive cross-sectional study among Learning Unit III medical students in the University of the Philippines conducted from June 13 to 17, 2022. In the final station of the Organ System Course 205 of the Department of Anatomy's LEAP II program, a simulated thoracentesis procedure was set up using a Thiel-preserved cadaver with artificially created pleural effusion. After watching and studying thoracic anatomy, watching a video on how thoracentesis was performed by a general surgeon, students performed the procedure, and were asked to answer a 6-question Likert-scale survey to assess their perceptions and attitudes of the simulation procedure. Data was analyzed using descriptive statistics.

Most of the students strongly agreed that practicing thoracentesis on the soft cadaver has improved their understanding of the anatomical basis of doing thoracentesis (97%) and of the steps of the procedure (94.9%). Similarly, when asked about how they felt doing the simulated thoracentesis, almost all (98%) strongly agreed that it was an enjoyable and stimulating learning experience. Majority strongly agreed (68%) that they felt capable doing the procedure on a soft cadaver against less than half (38.4%) feeling capable of doing it in the clinical setting. Almost all (97%) strongly agreed that simulated thoracentesis on a soft-embalmed cadaver should be part of the learning competencies of medical students because of the skills they learn by doing the procedure.

Integrating a simulated thoracentesis using a Thiel-preserved cadaver early in the course of a student’s medical education, provided students with a better understanding of the anatomy of the thoracic wall and the anatomical basis of doing this simulation procedure. Though confidence in performing the procedure in a soft cadaver is higher than in a clinical setting, the latter setting may need repeated training to further hone their skills. Practicing thoracentesis on soft-embalmed cadavers significantly enhanced medical students' understanding and enjoyment of the procedure. This innovative approach can be considered by anatomy educators as an integrative learning activity when teaching thoracic cage anatomy. This can also be extended to senior medical students and residents across different specialties.

BACKGROUND

Thyroid fine-needle aspiration biopsy (FNAB) is widely used for thyroid nodule characterization, with approximately 2.7% of samples classified as "inadequate." Non-diagnostic samples pose limitations, resulting in repeated procedures, and unnecessary diagnostic thyroidectomies. Conventional smear (CS) is commonly the method of choice for cytologic preparation of thyroid FNAB. The cell block technique is an alternative that concentrates cells providing additional material for better evaluation and ancillary testing. While conventional smears are commonly used, introducing routine complementary cell blocks could potentially lower costs associated with repeat procedures and improve patient management.

The study aimed to investigate the diagnostic value of incorporating the cell block technique as adjunct to conventional smear technique in reducing nondiagnostic rates (Bethesda Category I) in thyroid-fine needle aspiration biopsies (FNAB) conducted in 2 private hospitals.

This is a multi-center, retrospective cross-sectional study with 701 samples from 528 adult patients, who underwent thyroid FNAB between January 2020 - September 2022. The primary outcome of interest is the reduction in non-diagnostic rates with the combined use of conventional smears and cell block.

The non-diagnostic rates were significantly higher with cell block technique (28.10%) as compared to conventional smears (16.26%), p-value < .01. The results show that conventional smears have lower non-diagnostic rates. With smear cytology alone, 114 (16.3%) of all samples were nondiagnostic. With the addition of cell block technique, 15 of these samples were reclassified as benign (n = 13), Bethesda III (n = 1) or Bethesda IV (n = 1). The rest of the non-diagnostic samples (n = 99) remained Bethesda I. Overall, the equivalent decrease in non-diagnostic rate was 2.1%.

The combined use of cell block and conventional smears did not significantly decrease nondiagnostic rates in thyroid FNAB. In general, conventional smears demonstrated superior diagnostic efficacy across all Bethesda categories, establishing it as the preferred sampling preparation method for thyroid FNAB. Cell blocks should be considered a supplementary technique, particularly in cases where ancillary methods like immunohistochemistry or molecular testing are needed.

Contarini’s syndrome refers to the occurrence of bilateral pleural effusion which has different causes for each hemithorax. Based on extensive literature search, this is a rare finding and to date, only two published cases have recorded tuberculous effusion on one side. In this paper, the authors aim to present a case of Contarini’s syndrome, and to give emphasis that such condition with different etiologies exists and should be considered in managing bilateral effusion. This is a case of a 69-year-old female with a 7-week history of dyspnea, 2-pillow orthopnea, fever, and right-sided chest discomfort. Patient sought consultation and was prescribed with Diclofenac and Cefalexin with no relief. Patient was then admitted and intubated due to worsening dyspnea. Patient was managed as COVID-19 confirmed critical with viral myocarditis, CAP-HR, and diabetic ketoacidosis. Initial chest x-ray showed right-sided pleural effusion. Thoracentesis was done and revealed exudative pleural fluid (PF) with WBC of 20,000 with neutrophilic predominance and negative RT-PCR MTB. Cytology revealed acute inflammatory pattern. Klebsiella pneumoniae ESBL was isolated. Antibiotics were shifted to levofloxacin and meropenem. Repeat chest x-ray showed left-sided pleural effusion. Thoracentesis was done and revealed exudative PF with WBC of 1,680 with neutrophilic predominance. No organism was isolated. RT-PCR for MTB was detected. Thus, anti-TB therapy was initiated. However, ETA TB culture showed resistance to isoniazid, rifampicin, and pyrazinamide. Patient was referred to PMDT for MDR-TB treatment. Bilateral effusion has resolved with no recurrence, and with uneventful removal of bilateral chest tubes. Patient was eventually extubated and transferred to the ward. Patient however developed HAP, was re-intubated and eventually expired due to the septic shock from VAP. This case report highlights the importance of weighing risk versus benefit in deciding to perform bilateral thoracentesis when there is a clinical suspicion of an alternate or concurrent diagnosis.

Testicular tumor is the most common solid malignancy in males under 40 years of age. This malignancy is known to have a negative impact on male fertility. Therefore, several techniques for sperm retrieval have been proposed, including microdissection testicular sperm extraction (mTESE). The objective of this study was to review the literature on the outcomes of oncological (Onco)-mTESE at the time of radical orchiectomy. We conducted a comprehensive literature search through PubMed, Scopus, and Cochrane Central Controlled Register of Trials. Only studies reporting ex vivo mTESE in patients with testicular tumor were considered. Twelve papers met the inclusion criteria and were included in this review. Tumor size was identified as the sole preoperative factor influencing spermatogenesis. The considered studies demonstrated a satisfactory success rate for Onco-mTESE, associated with a similarly valid percentage of live healthy births through assisted reproductive technology. Currently, no comparison has been made between Onco-mTESE and conventional Onco-TESE, hence further assessment is required. In cases where the tumor completely replaces the cancer-bearing testicle, a contralateral micro-TESE may be a viable alternative. However, the surgeon should evaluate associated risks and benefits preoperatively. In conclusion, Onco-mTESE at the time of radical orchiectomy appears to be a promising therapeutic option for young patients with testicular tumors. Nevertheless, additional studies are necessary to achieve a definitive conclusion.
Humans ; Male ; Azoospermia/etiology* ; Sperm Retrieval ; Orchiectomy/methods* ; Testicular Neoplasms/complications* ; Microdissection/methods* ; Testis/surgery* ; Adult

When microdissection testicular sperm extraction (micro-TESE) fails, a redo procedure may be the only option for patients who want a biological child. However, there are many gaps of knowledge surrounding the procedure, which need to be addressed to help clinicians and patients make informed decisions. This review explores redo micro-TESE in the context of nonobstructive azoospermia (NOA). Literature was searched using Google Scholar, Medline, and PubMed. Search terms were "NOA" AND "second microdissection testicular sperm extractions" AND "redo microdissection testicles sperm extraction" AND "repeat microdissection testicular sperm extractions" AND "failed microdissection testicular sperm extractions" AND "salvage microdissection testicular sperm extractions". Only original articles in English were included. A total of nine articles were included, consisting of four retrospective and five prospective studies. The time gap between the first and second micro-TESE varied from 6 months to 24 months. Most of the included studies reported successful surgical sperm retrieval (SSR) in the second micro-TESE in the range of 10%-21%, except in one study where it reached 42%. It has not been presented any definitive information about the use of hormonal treatment or the benefit of varicocelectomy prior to the second micro-TESE. Patients with hypospermatogenesis and Klinefelter syndrome (KS) had the highest chance of success in redo surgery. In conclusion, redo micro-TESE following a negative procedure can lead to sperm recovery in 10%-21%. Patients with hypospermatogenesis and KS have a higher chance of success. There is no enough evidence to conclude which is the best hormonal stimulation if any before a redo surgery.
Humans ; Male ; Azoospermia/surgery* ; Sperm Retrieval ; Microdissection ; Reoperation ; Treatment Failure ; Testis/surgery* ; Treatment Outcome

Nonobstructive azoospermia (NOA) is the most challenging and complex clinical scenario for infertile men. Besides circumstances such as hypogonadotropic hypogonadism, surgical sperm retrieval is typically necessary, and microdissection testicular sperm extraction (micro-TESE) is the procedure of choice for men with NOA desiring to father children with their own gametes. Micro-TESE results in the highest numbers of sperm cells retrieved for use with in vitro fertilization/intracytoplasmic sperm injection (ICSI) in comparison to all other techniques for surgical sperm retrieval in men with NOA. Several factors may affect sperm retrieval rate and ICSI outcomes, including the patient's age, testicular volume, histopathological and genetic profile, and serum hormone levels. This article aims to review the medical literature describing predictors of successful micro-TESE and the outcomes of ICSI in men with NOA.
Humans ; Azoospermia/surgery* ; Male ; Sperm Injections, Intracytoplasmic ; Sperm Retrieval ; Treatment Outcome ; Testis/pathology* ; Female ; Microdissection

Nonobstructive azoospermia (NOA) is considered the most challenging clinical scenario for infertile men and current treatments leave many men unsuccessful at being able to achieve a pregnancy with their partner using their own sperm. Microdissection testicular sperm extraction (micro-TESE) is the choice for men with NOA desiring to father children with their own gametes. Micro-TESE results in the highest numbers of sperm cells retrieved for use with in vitro fertilization/intracytoplasmic sperm injection. With suboptimal micro-TESE success rates of sperm retrieval and then pregnancy and live birth using the retrieved sperm with in vitro fertilization/intracytoplasmic sperm injection, advances to improve outcomes are necessary. This article comprehensively reviews the technologies investigated to date to improve the outcomes for men undergoing micro-TESE.
Humans ; Male ; Sperm Retrieval ; Azoospermia/surgery* ; Pregnancy ; Female ; Sperm Injections, Intracytoplasmic ; Microdissection/methods* ; Fertilization in Vitro ; Testis/surgery*