The role of the methyltransferase METTL3 in prostate cancer: a potential therapeutic target.

The incidence of prostate cancer (PCa), the most prevalent malignancy, is currently at the forefront. RNA modification is a subfield of the booming field of epigenetics. To date, more than 170 types of RNA modifications have been described, and N6-methyladenosine (m6A) is the most abundant and well-characterized internal modification of mRNAs involved in various aspects of cancer progression. METTL3, the first identified key methyltransferase, regulates human mRNA and non-coding RNA expression in an m6A-dependent manner. This review elucidates the biological function and role of METTL3 in PCa and discusses the implications of METTL3 as a potential therapeutic target for future research directions and clinical applications.

The efficacy and safety of Hyperthermia intravesical chemotherapy in the treatment non-muscle invasive bladder cancer:A meta analysis.

Background：The current treatment of non-muscle-invasive bladder cancer is suboptimal. However, in recent years, hyperthermia intravesical chemotherapy has emerged as a more effective alternative to conventional bladder perfusion. This novel treatment approach appears to have a similar therapeutic effect as BCG perfusion. Objective: This study aims to evaluate the safety and effectiveness of hyperthermia intravesical chemotherapy compared to conventional bladder perfusion chemotherapy for non-muscle-invasive bladder cancer. Additionally, it aims to evaluate the safety and effectiveness of hyperthermia intravesical chemotherapy in comparison to BCG perfusion therapy for non-muscle-invasive bladder cancer. Methods：We conducted a comprehensive search of PubMed, Embase, Cochrane Library, and Web of Science databases to gather relevant studies on hyperthermia intravesical chemotherapy for non-muscle-invasive bladder cancer. The analysis of the collected data was carried out using RevMan 5.3 software. Results：A total of 8 randomized controlled trials (RCTs) were included in this meta-analysis, involving 1203 patients. Among them, 629 cases received hyperthermia intravesical chemotherapy (HIVEC), 419 cases received conventional bladder perfusion chemotherapy with mitomycin C (MMC), and 155 cases received Bacillus Calmette-Guérin (BCG). The combined analysis revealed that the recurrence rate of bladder hyperthermic perfusion was significantly lower than that of conventional perfusion chemotherapy (RR=0.65, 95%CI 0.52-0.82, P=0.0003). However, there was no significant difference in recurrence rate between hyperthermia intravesical chemotherapy and BCG perfusion (RR=0.78, 95%CI 0.56-1.09, P=0.14). Furthermore, no significant difference was found in the progression rate between the hyperthermia intravesical chemotherapy group and either the conventional bladder chemotherapy group (RR=1.08, 95%CI 0.52-2.26, P=0.83) and the BCG perfusion group (RR=0.48, 95%CI 0.19-1.25, P=0.13). However, Compared with the conventional bladder perfusion chemotherapy group, there was no significant statistical difference in adverse events between the bladder hyperthermia chemotherapy group and the conventional bladder perfusion chemotherapy group (RR1.08, 95% CI 0.80,1.45, p=0.63). No significant difference in the incidence of adverse events was observed between hyperthermia intravesical chemotherapy and BCG perfusion (RR1.03, 95% CI 0.83,1.29, p=0.79).

Comparison of traditional and novel tip-flexible suctioning ureteral access sheath combined with flexible ureteroscope to treat unilateral renal calculi.

OBJECTIVES: To compare the safety and efficacy of novel tip-flexible suctioning ureteral access sheath (NTFS-UAS) and traditional ureteral access sheath (T-UAS) combined with flexible ureteroscope for treating unilateral renal calculi. MATERIALS AND METHODS: The clinical data of 214 patients with unilateral renal calculi treated by NTFS-UAS (n = 102) and T-UAS (n = 112) combined with flexible ureteroscope from August 2021 to April 2022 were analyzed retrospectively. Demographic characteristics, stone-related parameters, operative time, stone-free rates (SFR), hospitalization time and complication rate (CR) were analyzed. RESULT: No significant difference was observed between the two groups in terms of demographic characteristics, stone-related parameters, intraoperative CR, and hospitalization time. The operative time of NTFS-UAS group was significantly shorter than T-UAS group (55.25 ± 11.42 min vs. 59.36 ± 15.59 min; P = 0.028). The NTFS-UAS group obtained significantly higher SFR on 1 day postoperatively (86.3% vs. 75.0%; P = 0.038), and higher SFR on 30 days postoperatively than T-UAS group (91.2% vs. 81.3%; P = 0.037). The hemoglobin loss of NTFS-UAS group (- 0.54 ± 0.69 g/dl) was significantly lower than T-UAS group (- 0.83 ± 0.66 g/dl; P = 0.002). There was a significantly lower incidence of overall CR (11.8% vs. 22.3%; P = 0.041), and infectious CR (8.8% vs. 18.8%; P = 0.037) in the NTFS-UAS group. CONCLUSION: Compared to T-UAS combined with flexible ureteroscope for treating unilateral renal calculi, NTFS-UAS had superiority in higher SFR on 1 day and 30 days postoperatively. Shorter operation time, lower hemoglobin loss, lower incidences of overall and infectious CR were observed in NTFS-UAS group. REGISTRATION NUMBER AND DATE: ChiCTR2300070210; April 5, 2023.

Naphthalene Diimide-Functionalized Half-Sandwich Ru(II) Complexes as Mitochondria-Targeted Anticancer and Antimetastatic Agents.

In this work, four naphthalene diimide (NDI)-functionalized half-sandwich Ru(II) complexes Ru1-Ru4 bearing the general formula [(η6-arene)RuII(N^N)Cl]PF6, where arene = benzene (bn), p-cymene (p-cym), 1,3,5-trimethylbenzene (tmb), and hexamethylbenzene (hmb), have been synthesized and characterized. By introducing the NDI unit into the N,N-chelating ligand of these half-sandwich complexes, the poor luminescent half-sandwich complexes are endowed with excellent emission performance. Besides, modification on the arene ligand of arene-Ru(II) complexes can influence the electron density of the metal center, resulting in great changes in the kinetic properties, catalytic activities in the oxidative conversion of NADH to NAD+, and biological activities of these compounds. Particularly, Ru4 exhibits the highest reactivity and the strongest inhibitory activity against the growth of three tested cancer cell lines. Further study revealed that Ru4 can enter cells quickly in an energy-dependent manner and preferentially accumulate in the mitochondria of MDA-MB-231 cells, inducing cell apoptosis via reactive oxygen species overproduction and mitochondrial dysfunction. Significantly, Ru4 can effectively inhibit the cell migration and invasion. Overall, the complexation with NDI and modification on the arene ligand endowed the half-sandwich Ru(II) complexes with improved spectroscopic properties and anticancer activities, highlighting their potential applications for cancer treatment.

NLG-919 combined with cisplatin to enhance inhibitory effect on cell migration and invasion via IDO1-Kyn-AhR pathway in human nasopharyngeal carcinoma cell.

As a common aggressive head and neck cancer, nasopharyngeal carcinoma (NPC) received cisplatin treatment as a first-line chemotherapy. Platinum-induced resistance is a major limitation of current treatment strategy in the advanced NPC. Increased indoleamine 2,3-dioxygenase (IDO1) activities are found in cisplatin-resistant NPC cells versus cisplatin-sensitive NPC cells. As an IDO1 immunosuppressant, NLG-919 has entered clinical phase I to treat advanced solid tumors. To reverse cisplatin resistance, we investigated the combinatory application of cisplatin and NLG-919 in NPC treatment. In vitro biological studies on cisplatin-resistant and cisplatin-sensitive NPC cells were taken to imply that the combination of NLG-919 and cisplatin got a stronger impact on the induction of cell apoptosis and the inhibition of cell migration, exploring superior effect of antitumor over single drug. We proved that the mechanism of the combined therapy could inhibit the activity of IDO1, blocking amino acid tryptophan conversion to kynurenine through the kynurenine pathway, which further inhibited the aryl hydrocarbon receptor expression. Our study underscored the combination of cisplatin and NLG-919 as a potent therapeutic way for the reversal of cisplatin resistance.

Optimization of the cavity length and pulse characterization based on germanene as a saturable absorber in an Er-doped fiber laser.

In this study, germanene-nanosheets (NSs) were synthesized by liquid-phase exfoliation, followed by an experimental investigation into the nonlinear saturable absorption characteristics and morphological structure of germanene. The germanene-NSs were employed as saturable absorbers, exhibiting saturation intensity and modulation depth values of 22.64M W/c m 2 and 4.48%, respectively. This demonstrated the feasibility of utilizing germanene-NSs passively mode-locked in an erbium-doped fiber laser (EDFL). By optimizing the cavity length, improvements in the output of EDFL characteristics were achieved, resulting in 883 fs pulses with a maximum average output power of 19.74 mW. The aforementioned experimental outcomes underscore the significant potential of germanene in the realms of ultrafast photonics and nonlinear optics.

Protective Effects and Mechanisms of Flavonoids in Renal Ischemia-Reperfusion Injury.

BACKGROUND: Acute kidney injury (AKI) is a common and potentially fatal complication encountered during a variety of kidney surgeries. Renal ischemia/reperfusion (I/R) injury is the predominant mechanism of AKI in this setting. Hence, controlling I/R injury is a key research imperative as it is directly related to the prognosis of patients. SUMMARY: In the last decade, studies in vitro and in animal models have demonstrated that flavonoids can significantly alleviate I/R-induced AKI through a variety of pathways, including anti-oxidative stress, anti-inflammation, anti-cell death, inhibition of endoplasmic reticulum stress, and alleviation of mitochondrial dysfunction. Based on the extensive role of flavonoids in ischemia-reperfusion injury, the lack of drugs entering the clinic so far is a question worthy of consideration. KEY MESSAGES: This review summarizes the available evidence pertaining to the protective effect of flavonoids against renal I/R injury and discusses their potential clinical application in renal I/R injury.

A comparison of results following the treatment of placenta accreta and placenta increta using high-intensity focused ultrasound followed by hysteroscopic resection.

OBJECTIVE: To compare the safety and efficacy of high-intensity focused ultrasound (HIFU) followed by hysteroscopic resection for different placenta accreta spectrum disorders. MATERIALS AND METHODS: Thirty-four patients with placenta accreta, placenta increta, or placenta percreta were treated with USgHIFU from January 2016 to December 2019 and were retrospectively reviewed. The patients were classified into three categories according to the relationship between the trophoblastic villi and the myometrium, based on magnetic resonance imaging (MRI). Fifteen patients were classified as placenta accreta, 17 patients were classified as placenta increta, and 2 were classified as placenta percreta. All patients completed follow-up. Treatment efficacy and safety were evaluated. RESULTS: No significant differences in baseline characteristics and results of HIFU ablation were observed between the patients with placenta accreta and those with placenta increta. The return of HCG levels to normal was longer in patients with placenta accreta compared with patients with placenta increta, while no significant difference was observed in the amount of intraoperative blood loss, the return of normal menstruation and the length of hospital stay. CONCLUSIONS: HIFU treatment followed by hysteroscopic resection is safe and effective in the treatment of patients with placenta accreta and placenta increta.

A Review of Recent Research on the Role of MicroRNAs in Renal Cancer.

Renal cell carcinoma (RCC) is a most common type of urologic neoplasms; it accounts for 3% of malignant tumors, with high rates of relapse and mortality. The most common types of renal cancer are clear cell carcinoma (ccRCC), papillary renal cell carcinoma (pRCC), and chromophobe renal carcinoma (chRCC), which account for 90%, 6-15%, and 2-5%, respectively, of all renal malignancies. Although surgical resection, chemotherapy, and radiotherapy are the most common treatment method for those diseases, their effects remain dissatisfactory. Furthermore, recent research shows that the treatment efficacy of checkpoint inhibitors in advanced RCC patients is widely variable. Hence, patients urgently need a new molecular biomarker for early diagnosis and evaluating the prognosis of RCC. MicroRNAs (miRNAs) belong to a family of short, non-coding RNAs that are highly conserved, have long half-life evolution, and post-transcriptionally regulate gene expression; they have been predicted to play crucial roles in tumor metastasis, invasion, angiogenesis, proliferation, apoptosis, epithelial-mesenchymal transition, differentiation, metabolism, cancer occurrence, and treatment resistance. Although some previous papers demonstrated that miRNAs play vital roles in renal cancer, such as pathogenesis, diagnosis, and prognosis, the roles of miRNAs in kidney cancer are still unclear. Therefore, we reviewed studies indexed in PubMed from 2017 to 2020, and found several studies suggesting that there are more than 82 miRNAs involved in renal cancers. The present review describes the current status of miRNAs in RCC and their roles in progression, diagnosis, therapy targeting, and prognosis of RCC.

Suprapubic-assisted laparoendoscopic single-site surgery versus standard laparoscopic nephrectomy: A propensity score-based analysis.

OBJECTIVES: To compare suprapubic-assisted laparoendoscopic single-site surgery nephrectomy with standard laparoscopic nephrectomy. METHODS: A retrospective case-control study comparing three surgeons' experience with 122 suprapubic-assisted laparoendoscopic single-site surgery nephrectomy and 107 standard laparoscopic nephrectomy was carried out. Operative time, estimated blood loss, intraoperative complications, intraoperative conversion, postoperative bowel recovery, postoperative analgesics, postoperative visual analog pain scale score, postoperative length of stay, days before going back to work, postoperative complications and Patient Scar Assessment Questionnaire were compared after propensity score matching. RESULTS: A total of 97 matched pairs were obtained after propensity score matching. There were no statistically significant differences between the suprapubic-assisted laparoendoscopic single-site surgery nephrectomy and standard laparoscopic nephrectomy groups with respect to operative time, estimated blood loss, intraoperative complications, intraoperative conversion, postoperative bowel recovery, length of stay and postoperative complications. Suprapubic-assisted laparoendoscopic single-site surgery nephrectomy group had decreased postoperative analgesics (20.9 vs 23.5, P = 0.04), visual analog pain scale score at 24 h (4.28 vs 5.28, P = 0.000), visual analog pain scale score at discharge (1.01 vs 1.47, P = 0.000), days before going back to work (28.4 vs 31.9, P = 0.000) and Patient Scar Assessment Questionnaire score (34.0 vs 42.0, P = 0.000), compared with the standard laparoscopic nephrectomy group. CONCLUSIONS: Suprapubic-assisted laparoendoscopic single-site surgery nephrectomy and standard laparoscopic nephrectomy are equivalent in terms of the safety and efficacy. However, suprapubic-assisted laparoendoscopic single-site surgery nephrectomy confers less postoperative pain, fewer days before going back to work and better cosmetic result when compared with standard laparoscopic nephrectomy.

MiR-193a-3p functions as a tumour suppressor in human aldosterone-producing adrenocortical adenoma by down-regulating CYP11B2.

The mechanism of aldosterone-producing adrenocortical adenoma (APA) pathogenesis and the role of microRNAs (miRNAs) in APA pathogenesis have not been completely clarified. We examined the expression and function of miR-140-3p, miR-193a-3p and miR-22-3p, which have binding sites in CYP11B2. Expression of miRNAs and CYP11B2 mRNA was measured by quantitative reverse transcription PCR (qRT-PCR). Cell proliferation was monitored by colorimetric analysis, and cell apoptosis and cell cycle progression were analysed by flow cytometry. ELISA was carried out to detect aldosterone levels in cell culture supernatants. Luciferase reporter assays, qRT-PCR and Western blotting were performed to identify CYP11B2 as a target of miR-193a-3p. Of the three miRNAs examined, miR-193a-3p exhibited a significant decrease and CYP11B2 mRNA exhibited a significant increase in expression in APA compared with adjacent normal adrenal gland tissue. Transfection of miR-193a-3p mimic into the human adrenocortical cell line H295R showed that elevated miR-193a-3p expression inhibits proliferation and aldosterone secretion, induces G1-phase arrest and promotes apoptosis in H295R cells. Furthermore, in luciferase reporter assays, overexpression of miR-193a-3p in H295R cells significantly reduced the luciferase activity of the wild-type CYP11B2 3'-UTR construct, which could be reversed by mutation of the miR-193a-3p-binding site. Moreover, miR-193a-3p overexpression downregulated CYP11B2 mRNA and protein expression. Finally, overexpression of CYP11B2 diminished the effects of miR-193a-3p on H295R cells. Taken together, our results suggest that CYP11B2 levels may be modulated by miR-193a-3p in APA, which could explain, at least partially, why downregulation of miR-193a-3p during APA formation may promote cell growth and suppress apoptosis.

Transumbilical multiport laparoscopic nephrectomy with specimen extraction through the vagina.

OBJECTIVES: To report our initial experience with transumbilical multiport laparoscopic nephrectomy (TMLN) with transvaginal specimen extraction. PATIENTS AND METHODS: Between January and July 2010, 5 married and parous female patients were submitted to TMLN with transvaginal specimen extraction in our center. All data referring to patient demographics, surgery, pathology and perioperative outcomes were recorded. Sexual function was assessed with the Female Sexual Function Index questionnaire before and after surgery. The cosmetic result was investigated by administering the Patient Scar Assessment Questionnaire and Scoring System (PSAQ). RESULTS: All procedures were completed successfully. The mean operative time was 136 min (range 110-160 min, standard deviation [SD] 20.7). The mean estimated blood loss was 66 ml (range 40-100 ml, SD 24.1). The mean postoperative hospitalization stay was 4.8 days (range 4-6 days, SD 0.8). All patients reported unaltered sexual function after surgery. The better cosmetic results were confirmed by the PSAQ score. CONCLUSIONS: TMLN with transvaginal specimen extraction is feasible and safe for married and parous female patients. This technique is a natural evolution towards natural orifice transluminal endoscopic surgery (NOTES). By acting as an intermediate-type procedure, it provides a bridge through which NOTES may ultimately gain clinical acceptance.

Pure transvaginal natural orifice translumenal endoscopic surgery for renal cyst decortication: report of initial five cases.

OBJECTIVE: To present our initial experience with pure transvaginal natural orifice translumenal endoscopic surgery renal cyst decortication. METHODS: From December 2010 to July 2011, five female patients with symptomatic renal cyst in the anterior portion and lower pole of the kidney were submitted to pure transvaginal natural orifice translumenal endoscopic surgery renal cyst decortication in our center. Under general anesthesia, the patients were placed in the lithotomy position with the affected side elevated by 60°. A 3-cm incision was made at the posterior vaginal fornix and a modified three-channel port was deployed across the vaginal incision. The cyst was dissected and the cyst fluid was aspirated using a suction device. The cyst wall was circumferentially excised. RESULTS: All five procedures were successfully carried out without additional transabdominal trocars. The median operative time was 80 min (range 60-90 min). The median estimated blood loss was 25 mL (range 25-50 mL). The median visual analog scale score was 1 on postoperative day 1. None of the patients required narcotic pain medications beyond postoperative day 2. Intestinal function recovered on postoperative day 1-3. There was no intraoperative or postoperative complication in any of the patients. During the follow-up visits, all the patients were in good condition. All the patients reported unaltered sexual function after surgery by the Female Sexual Function Index questionnaire. CONCLUSION: Our initial experience suggests that pure transvaginal natural orifice translumenal endoscopic surgery renal cyst decortication is feasible and safe in selected patients.

Autonomic Nervous System Dysfunction Is Related to Chronic Prostatitis/Chronic Pelvic Pain Syndrome.

Chronic prostatitis/chronic pelvic pain syndrome (CP/CPPS) is a common and non-lethal urological condition with painful symptoms. The complexity of CP/CPPS's pathogenesis and lack of efficient etiological diagnosis results in incomplete treatment and recurrent episodes, causing long-term mental and psychological suffering in patients. Recent findings indicate that the autonomic nervous system involves in CP/CPPS, including sensory, sympathetic, parasympathetic, and central nervous systems. Neuro-inflammation and sensitization of sensory nerves lead to persistent inflammation and pain. Sympathetic and parasympathetic alterations affect the cardiovascular and reproductive systems and the development of prostatitis. Central sensitization lowers pain thresholds and increases pelvic pain perception in chronic prostatitis. Therefore, this review summarized the detailed processes and mechanisms of the critical role of the autonomic nervous system in developing CP/CPPS. Furthermore, it describes the neurologically relevant substances and channels or receptors involved in this process, which provides new perspectives for new therapeutic approaches to CP/CPPS.

Knockout of phosphatidylethanolamine binding protein4 (PEBP4) promotes chronic non-bacterial prostatitis by mediating the activation of NF-κB signaling.

BACKGROUND: The etiology of chronic prostatitis remains unclear; consequently, this disease is associated with recurrence and ineffective clinical therapy. Therefore, there is an urgent need to investigate the underlying pathogenesis of chronic prostatitis in order to develop more efficacious treatments. OBJECTIVE: The previous study found that knocking out of PEBP4 leads to chronic prostatitis in the male mice. This research aimed to identify the role of PEBP4 in prostatitis, determine the molecular pathogenic mechanisms associated with chronic prostatitis, and provide guidelines for the development of new treatment strategies for chronic prostatitis. MATERIALS AND METHODS: A PEBP4 exon knockout strain (PEBP4-/-) was established in C57BL/6 mice via the Cre-loxP system. Hematoxylin-eosin (H&E) staining was used to investigate histological changes. RNA-sequencing was used to investigate the gene expression signature of the prostate and the levels of inflammatory cytokines were determined by real-time polymerase chain reaction (RT-PCR). The expression of PEBP4 protein in prostate tissue was determined by immunohistochemistry in specimens from patients with BPH and BPH combined with chronic prostatitis. Finally, we used a CRISPR-Cas9 plasmid to knockout PEBP4 in RWPE-1 cells; western blotting was subsequently used to measure the level of activation in the NF-κB signaling pathway after activating with TNF-α. RESULTS: Hemorrhage and inflammatory cell infiltration were incidentally observed in the seminal vesicles and prostate glands of PEBP4-/- mice after being fed with a normal diet for 1 year. In addition, we found significantly lower (p < 0.001) expression levels of PEBP4 protein in prostate tissues from patients with benign prostate hyperplasia (BPH) and chronic and non-bacterial prostatitis (CNP) when compared to those with BPH only. The reduced expression of PEBP4 led to a higher risk of prostatitis recurrence in patients after 2 years of follow-up. Increased levels of NF-κB and IκB phosphorylation were observed in PEBP4-knockout RWPE-1 cells and prostate glands from PEBP4-/- mice. CONCLUSION: The knockout of PEBP4 in experimental mice led to chronic prostatitis and the reduced expression of PEBP4 in patients with higher risk of chronic and non-bacterial prostatitis suggested that PEBP4 might act as a protective factor against chronic prostatitis. The knockout of PEBP4 in RWPE-1 cells led to the increased activation of NF-κB and IκB, thus indicating that inhibition of PEBP4 faciliated the NF-κB signaling cascade. Our findings provide a new etiology and therapeutic target for chronic prostatitis.

Green autofluorescence of the skin and fingernails is a novel biomarker for evaluating the risk for developing acute ischemic stroke.

The only existing approach for assessing the risk of developing acute ischemic stroke (AIS) necessitates that individuals possess a strong understanding of their health status. Our research gathered compelling evidence in favor of our hypothesis, suggesting that the likelihood of developing AIS can be assessed by analyzing the green autofluorescence (AF) of the skin and fingernails. Utilizing machine learning-based analyses of AF images, we found that the area under the curve (AUC) for distinguishing subjects with three risk factors from those with zero, one, or two risk factors was 0.79, 0.76, and 0.75, respectively. Our research has revealed that green AF serves as an innovative biomarker for assessing the risk of developing AIS. Our method is objective, non-invasive, efficient, and economic, which shows great promise to boost a technology for screening natural populations for risk of developing AIS.

Laparoscopic ureteroneocystostomy with bladder flap for benign ureteral stenosis: our initial experience.

To present our experience with laparoscopic ureteroneocystostomy with bladder flap (LUCBF) for treating benign ureteral stenosis and evaluate its feasibility and efficacy. The clinical data of 27 patients with benign ureteral stenosis who underwent LUCBF were retrospectively analyzed. After identification and excision of the ureteral stenosis segment, the healthy ureteral stump was dissected and incised longitudinally. A U-shaped or spiral bladder flap was harvested from the anterolateral bladder wall for ureteroplasty. All patients underwent LUCBF successfully, including 14 patients were combined with psoas hitch technique, between 90 and 220 min (median, 155 min). The median length of ureteral defect was 6 cm (range, 5-17 cm). The median blood loss was 40 ml (20-150 ml). The median indwelling time of double-J stent was 8 weeks (range, 4-8 weeks). Five patients (10.6%) suffered postoperative complications during the follow-up period (range, 12-48 months), including fever, hematuria, urinary tract infection and recurrent stenosis. The success rate was 96.3% (26/27). Patients with long ureter defects had longer operative time and more blood loss than short ureter defects. LUCBF was a safe and feasible technique for benign ureteral stenosis. Long ureter defect was related to longer operative time and more blood loss.

A difficulty-aware and task-augmentation method based on meta-learning model for few-shot diabetic retinopathy classification.

Background: Accurate classification techniques are essential for the early diagnosis and treatment of patients with diabetic retinopathy (DR). However, the limited amount of annotated DR data poses a challenge for existing deep-learning models. This article proposes a difficulty-aware and task-augmentation method based on meta-learning (DaTa-ML) model for few-shot DR classification with fundus images. Methods: The difficulty-aware (Da) method operates by dynamically modifying the cross-entropy loss function applied to learning tasks. This methodology has the ability to intelligently down-weight simpler tasks, while simultaneously prioritizing more challenging tasks. These adjustments occur automatically and aim to optimize the learning process. Additionally, the task-augmentation (Ta) method is used to enhance the meta-training process by augmenting the number of tasks through image rotation and improving the feature-extraction capability. To implement the expansion of the meta-training tasks, various task instances can be sampled during the meta-training stage. Ultimately, the proposed Ta method was introduced to optimize the initialization parameters and enhance the meta-generalization performance of the model. The DaTa-ML model showed promising results by effectively addressing the challenges associated with few-shot DR classification. Results: The Asia Pacific Tele-Ophthalmology Society (APTOS) 2019 blindness detection data set was used to evaluate the DaTa-ML model. The results showed that with only 1% of the training data (5-way, 20-shot) and a single update step (training time reduced by 90%), the DaTa-ML model had an accuracy rate of 89.6% on the test data, which is a 1.7% improvement over the transfer-learning method [i.e., residual neural network (ResNet)50 pre-trained on ImageNet], and a 16.8% improvement over scratch-built models (i.e., ResNet50 without pre-trained weights), despite having fewer trainable parameters (the parameters used by the DaTa-ML model are only 0.47% of the ResNet50 parameters). Conclusions: The DaTa-ML model provides a more efficient DR classification solution with little annotated data and has significant advantages over state-of-the-art methods. Thus, it could be used to guide and assist ophthalmologists to determine the severity of DR.

Suprapubic-assisted laparoendoscopic single-site surgery (LESS) in urology: our experience.

OBJECTIVE: To report our experience with suprapubic-assisted laparoendoscopic single-site surgery (SA-LESS) in urology. PATIENTS AND METHODS: In all, 236 patients underwent SA-LESS A 5- and 10-mm (or two 5-mm) trocars were inserted at the medial margin of the umbilicus. A 10- or 5-mm trocar was inserted into the abdominal cavity below the ipsilateral pubic hairline. The technique for the SA-LESS is similar to that of the standard laparoscopy, with conventional instruments placed in the abdominal trocars, under direct vision achieved by a 10-mm conventional 30 ° or 5-mm flexible-tip 0 ° laparoscope placed through the trocar below the pubic hairline. RESULTS: SA-LESS was successfully completed in 229 patients, without the need for ancillary trocars or additional instruments. Six patients required conversion to standard laparoscopy because of intraoperative bleeding (five) and failure to progress (one). One patient underwent open conversion because of gradual bleeding during the dissection of a dense adhesive renal pedicle due to infection and fibrosis The various SA-LESS procedures performed included adrenalectomy (15), renal cyst excision (19), nephrectomy (78; simple 63, radical 15), nephroureterectomy (three), nephron-sparing surgery (three), heminephroureterectomy (five), pyeloplasty (nine), pyelolithotomy (six), and ureterolithotomy (98). The median operative time was 81, 106, 92, 140, and 85 min, and the estimated blood loss was 60, 205, 115, 75, and 55 mL for adrenalectomy, simple nephrectomy, radical nephrectomy, pyeloplasty, and ureterolithotomy, respectively. At a mean (range) follow-up of 14.8 (2-27) months there was a hidden umbilicus scar. The scar below the pubic hairline was not detectable because of pubic hair covering. CONCLUSIONS: SA-LESS appears to be feasible, safe and effective. Compared with umbilical LESS, the placement of a trocar at the umbilicus and below the pubic hairline not only decreases the difficulty of surgery but also leads to little postoperative pain and good cosmetic results.

Elite male table tennis matches diagnosis using SHAP and a hybrid LSTM-BPNN algorithm.

This study adopts a new approach, SHapley Additive exPlanation (SHAP), to diagnose the table tennis matches based on a hybrid algorithm, namely Long Short-Term Memory-Back Propagation Neural Network (LSTM-BPNN). 100 male singles competitions (8535 rallies) from 2019 to 2022 are analyzed by a hybrid technical-tactical analysis theory, which hybridizes the double three-phase and four-phase evaluation theories. A k-means cluster analysis is conducted to classify 59 players' winning rates into three levels (high, medium, and low). The results show that LSTM-BPNN has excellent performance (MSE = 0.000355, MAE = 0.014237, RMSE = 0.018853, and [Formula: see text] = 0.988311) compared with six typical artificial intelligence algorithms. Using LSTM-BPNN to calculate the SHAP value of each feature, the global results find that the receive-attack and serve-attack phases of the ending match have essential impacts on the mutual winning probabilities. Finally, case applications show that the SHAP can directly obtain each feature importance on one or more matches, which is more objective and reliable than the traditional simulation method. This research explores an innovative way to understand and analyze matches, and these results have implications for the performance analysis of table tennis and related racket sports.