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1.
Aging (Albany NY) ; 162024 Jun 06.
Article in English | MEDLINE | ID: mdl-38848146

ABSTRACT

The zinc finger DHHC-type containing 1 (ZDHHC1) gene is implicated in the pathogenesis and progression of various malignant tumors, but its precise involvement in uterine corpus endometrial carcinoma (UCEC) remains unknown. Thus, this study investigated ZDHHC1 expression in UCEC using publicly available TCGA and Xena databases and elucidated the functions and mechanisms of the ZDHHC1 gene in UCEC progression using bioinformatics and in vitro experiments. The correlation between ZDHHC1 expression and prognosis, clinical features, immune cells, and RNA modifications of UCEC was evaluated using nomograms, correlation, ROC, and survival analyses. The impacts of ZDHHC1 overexpression on UCEC progression and mechanisms were explored with bioinformatics and in vitro experiments. Our study revealed that ZDHHC1 expression was significantly downregulated in UCEC and correlated with poor prognosis, cancer diagnosis, clinical stage, age, weight, body mass index, histological subtypes, residual tumor, tumor grade, and tumor invasion. Notably, Cox regression analysis and constructed nomograms showed that downregulated ZDHHC1 expression was a prognostic factor associated with poor prognosis in patients with UCEC. Conversely, above-normal ZDHHC1 expression inhibited the cell growth, cell cycle transition, migration, and invasion of UCEC cells, which may be related to the cell cycle, DNA replication, PI3K-AKT, and other pathways that promote tumor progression. Altered ZDHHC1 expression in UCEC was significantly associated with RNA modifications and the changes in cancer immune cell populations, such as CD56 bright NK cells, eosinophils, Th2 cells, and cell markers. In conclusion, considerably reduced ZDHHC1 expression in UCEC is associated with cancer cell growth, metastasis, poor prognosis, immune infiltration, and RNA modifications, revealing the promising potential of ZDHHC1 as a prognostic marker for UCEC.

2.
PLoS Comput Biol ; 18(12): e1010722, 2022 12.
Article in English | MEDLINE | ID: mdl-36534709

ABSTRACT

First-Order, Reduced and Controlled Error (FORCE) learning and its variants are widely used to train chaotic recurrent neural networks (RNNs), and outperform gradient methods on certain tasks. However, there is currently no standard software framework for FORCE learning. We present tension, an object-oriented, open-source Python package that implements a TensorFlow / Keras API for FORCE. We show how rate networks, spiking networks, and networks constrained by biological data can all be trained using a shared, easily extensible high-level API. With the same resources, our implementation outperforms a conventional RNN in loss and published FORCE implementations in runtime. Our work here makes FORCE training chaotic RNNs accessible and simple to iterate, and facilitates modeling of how behaviors of interest emerge from neural dynamics.


Subject(s)
Learning , Neural Networks, Computer , Software
3.
Fertil Steril ; 118(6): 1199-1200, 2022 12.
Article in English | MEDLINE | ID: mdl-36307291

ABSTRACT

OBJECTIVE: To introduce a case of a uterus "hernia-like" myoma within the uterine cavity that was successfully treated with hysteroscopy. DESIGN: Step-by-step explanation of the case and surgical procedure using a video and slides. The Medical Ethics Committee of Women and Children's Hospital of Chongqing Medical University approved the study and decided for this video to be exempt from formal approval, and informed consent was obtained from the patient. SETTING: Hospital. PATIENT(S): A 37-year-old woman, gravida 1, para 1, with a history of secondary infertility for 2 years and heavy menstrual bleeding for 7 months, which eventually resulted in anemia, was diagnosed with a type 1 (International Federation of Gynecology and Obstetrics leiomyoma subclassification system) myoma approximately 4 cm in diameter using ultrasonography. Her hemoglobin level was 8.6 g/dL (11.5-15.0 g/dL), red blood cell count was 3.6 ×10-12/L (3.8-5.1 ×10-12/L), and hematocrit was 26.7% (35%-45%). INTERVENTION(S): Hysteroscopic myomectomy with bipolar resectoscope and transabdominal ultrasound guidance was used to resect the hernia-like myoma. Blunt dissection combined with oxytocin (20 U I.V.) and uterine dilation pressure reduction was used to induce the hernial content (myoma) protrusion into the uterine cavity. MAIN OUTCOME MEASURE(S): The hernia-like myoma was completely resected by hysteroscopy, and all symptoms disappeared. RESULT(S): The hernia-like myoma was successfully and completely resected by hysteroscopy. The operative time was 37 minutes. No surgical-related or anesthesia-related complications occurred. During the follow-up period, the patient had regular menstrual cycles without hypermenorrhea, and her anemia had improved. The 5-month follow-up ultrasound examination and hysteroscopy revealed that the uterine cavity had recovered well. The patient conceived 7 months after the procedure and delivered at term (39 weeks 1 day) via cesarean section. CONCLUSION(S): A hernia-like myoma covered with endometrium is a degenerative myoma that herniates into the myometrium and forms a hernia sac-like defect. Hysteroscopy is an effective and feasible method for treating hernia-like myoma.


Subject(s)
Leiomyoma , Menorrhagia , Uterine Myomectomy , Uterine Neoplasms , Humans , Child , Female , Pregnancy , Adult , Uterine Neoplasms/complications , Uterine Neoplasms/diagnostic imaging , Uterine Neoplasms/surgery , Cesarean Section , Leiomyoma/complications , Leiomyoma/diagnostic imaging , Leiomyoma/surgery , Uterine Myomectomy/methods , Hysteroscopy/methods , Hernia/complications
4.
Int Urogynecol J ; 33(8): 2321-2322, 2022 08.
Article in English | MEDLINE | ID: mdl-35277737

ABSTRACT

INTRODUCTION AND HYPOTHESIS: To present a novel technique to remove intravesical eroded mesh through a 3-mm trocar-assisted cystoscopy. METHODS: First, a 3-mm trocar was inserted into the bladder under ultrasound guidance after the bladder had been infused with 600 ml normal saline. Second, we inserted the forceps through the trocar into the bladder and pulled the mesh through the 3-mm trocar. Last, cystoscopic scissors were used to remove the eroded mesh completely. RESULTS: The patient was managed adequately in the inpatient department. The urethral catheter was left in situ for 3 days, and the patient was discharged within 5 days. CONCLUSION: Surgery under 3-mm trocar-assisted cystoscopy offers the advantage of lower risk of morbidity and complications compared to other surgical techniques. It is an effective and feasible procedure for treatment of synthetic mesh erosion into the bladder after TVM surgery.


Subject(s)
Cystoscopy , Surgical Mesh , Cystoscopy/methods , Humans , Prostheses and Implants , Surgical Instruments , Surgical Mesh/adverse effects , Urinary Bladder/surgery
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