JLJun Lu

Jun Lu

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Previous Organizations / Institutes

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Jun Lu has a total of 42 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Predicting narrow ureters before ureteroscopic lithotripsy with a neural network: a retrospective bicenter study

    by Jun Wang, Dawei Wang, Yong Wang, Shoutong Wang, Yi Shao, Jun Lu

    In some patients, the passage of semi-rigid ureteroscopes up the ureter is impossible due to narrow ureteral lumen. We established a neural network to predict the inability of the ureter to accommodate the semi-rigid ureteroscope and the need for active or passive dilatation using non-contrast computed tomography (CT) images. Data were collected retrospectively from two centers of 1989 eligible patients who underwent ureteroscopic lithotripsy with ureteral stones. Patients were categorized into two groups: control and narrow ureter. The network was designed and trained for predicting a narrow ureter during initial ureteroscopic lithotripsy, which integrated multi-scale features of the ureter. The predictive efficacy of neural networks DenseNet3D, ResNet3D, ResNet3D MC, and TimeSformer was compared. Furthermore, a previous ureteroscopy or a history of double-J stent placement, ureteral wall thickness and Hounsfield unit (HU) density of the ureter under the stone were compared. Model performance was assessed based on the accuracy, area under the receiver operating characteristic curve (AUC ROC), etc. The DenseNet3D-based network achieved an AUC ROC score of 0.884 and an accuracy of 85.29%, followed by the ResNet3D-based network, the ResNet3D MC-based network, and the TimeSformer-based network. The DenseNet3D-based network significantly outperformed other candidate predictors. Furthermore, the networks were validated in an external test set. Decision curve analysis showed the clinical utility of the neural network. The neural network provides an individualized preoperative prediction of narrow ureter based on non-contrast CT images, which could be employed as part of a surgical decision-making support system.


  • Systemic Inflammatory Response Syndrome Combined with Pre- and Postoperative White Blood Cell Ratio Is a Better Criterion to Identify Septic Shock Patients After Flexible Ureteroscopic Lithotripsy

    by Cheng Ma, Jun Lu, Yiyong Zhu, Yujia Huo, Shujie Xia, Yi Shao

    Objective: To find out a better criterion to identify septic shock patients after flexible ureteroscopic lithotripsy (FUL). Materials and Methods: In total, 2364 patients who underwent the FUL procedure were enrolled in the study. The demographics and preoperative results of laboratory tests of the patients were collected. The postoperative white blood cell (WBC), systemic inflammatory response syndrome (SIRS), and quick sequential (sepsis-related) organ failure assessment score (qSOFA) were assessed 2 hours after FUL. The predictive efficacy was measured by sensitivity, specificity, positive and negative predictive value, and area under the receiver's operating characteristic curve (AUROC). Results: A total of 15 (0.63%) patients developed septic shock. There were 86 (3.64%) patients who were SIRS positive and 69 (2.92%) patients who were qSOFA positive. The pre- and postoperative WBC ratios in septic shock patients and normal patients were 2.50 ± 1.55 and 0.69 ± 0.24, respectively ( p < 0.001). For sensitivity and negative predictive value, all reached 100%. For specificity, qSOFA was 97.70%, SIRS was 96.98%, and SIRS combining pre- and postoperative WBC ratio (the new criterion) was 99.79%. The new criterion had statistically significant higher specificity than SIRS or qSOFA ( p < 0.001 for both), but when comparing SIRS and qSOFA, it had statistically insignificant specificity ( p = 0.142). For positive predictive value, qSOFA was 21.73%, SIRS was 17.44%, and the new criterion was 75%. qSOFA and SIRS had similar AUROC (0.989 for qSOFA and 0.985 for SIRS), both lower than the new criterion (AUROC: 0.999). Conclusions: SIRS combined with pre- and postoperative WBC ratio has a much better specificity and positive predictive value than SIRS or qSOFA alone. It has 99.79% specificity and 75% positive predictive value, and as high as 100% sensitivity and negative predictive value.


  • Open Access

    External validation of the R.I.R.S. scoring system to predict stone-free rate after retrograde intrarenal surgery

    by Cong Wang, ShouTong Wang, Xuemei Wang, Jun Lu

    Background: The R.I.R.S. scoring system is defined as a novel and straightforward scoring system that uses the main parameters (kidney stone density, inferior pole stones, stone burden, and renal infundibular length) to identify most appropriate patients for retrograde intrarenal surgery (RIRS). We strived to evaluate the accuracy of the R.I.R.S. scoring system in predicting the stone-free rate (SFR) after RIRS. Methods: In our medical center, we retrospectively analyzed charts of patients who had, between September 2018 and December 2019, been treated by RIRS for kidney stones. A total of 147 patients were enrolled in the study. Parameters were measured for each of the four specified variables. Results: Stone-free status was achieved in 105 patients (71.43%), and 42 patients had one or more residual fragments (28.57%). Differences in stone characteristics, including renal infundibulopelvic angle, renal infundibular length, lower pole stone, kidney stone density, and stone burden were statistically significant in patients whether RIRS achieved stone-free status or not (P < 0.001, P: 0.005, P < 0.001, P < 0.001, P: 0.003, respectively). R.I.R.S. scores were significantly lower in patients treated successfully with RIRS than patients in which RIRS failed (P < 0.001). Binary logistic regression analyses revealed that R.I.R.S. scores were independent factors affecting RIRS success (P = 0.033). The area under the curve of the R.I.R.S. scoring system was 0.737. Conclusions: Our study retrospectively validates that the R.I.R.S. scoring system is associated with SFR after RIRS in the treatment of renal stones, and can predict accurately.


  • Open Access

    The R.I.R.S. scoring system: An innovative scoring system for predicting stone-free rate following retrograde intrarenal surgery

    by Yinglong Xiao, Deng Li, Lei Chen, Yaoting Xu, Dingguo Zhang, Yi Shao, Jun Lu

    To establish and internally validate an innovative R.I.R.S. scoring system that allows urologists to preoperatively estimate the stone-free rate (SFR) after retrograde intrarenal surgery (RIRS). This study included 382 eligible samples from a total 573 patients who underwent RIRS from January 2014 to December 2016. Four reproducible factors in the R.I.R.S. scoring system, including renal stone density, inferior pole stone, renal infundibular length and stone burden, were measured based on preoperative computed tomography of urography to evaluate the possibility of stone clearance after RIRS. The median cumulative diameter of the stones was 14 mm, and the interquartile range was 10 to 21. The SFR on postoperative day 1 in the present cohort was 61.5% (235 of 382), and the final SFR after 1 month was 73.6% (281 of 382). We established an innovative scoring system to evaluate SFR after RIRS using four preoperative characteristics. The range of the R.I.R.S. scoring system was 4 to 10. The overall score showed a great significance of stone-free status (p < 0.001). The area under the receiver operating characteristic curve of the R.I.R.S. scoring system was 0.904. The R.I.R.S. scoring system is associated with SFR after RIRS. This innovative scoring system can preoperatively assess treatment success after intrarenal surgery and can be used for preoperative surgical arrangement and comparisons of outcomes among different centers and within a center over time.


  • Treatment for residual stones using flexible ureteroscopy and holmium laser lithotripsy after the management of complex calculi with single-tract percutaneous nephrolithotomy

    by L. Chen, M.-L. Sha, D. Li, J. Zhuo, C.-Y. Jiang, Y.-P. Zhu, S.-J. Xia, J. Lu, Y. Shao

    This study validated the effectiveness and safety of the treatment for residual stones using flexible ureteroscopy (fURS) and holmium laser (0.6–1.2 J, 20–30 Hz) lithotripsy via a fiber with a 200-μm core diameter and 0.22 numerical aperture (NA) after the management of complex calculi with single-tract percutaneous nephrolithotomy (PCNL). Between January 2014 and June 2016, 27 consecutive patients with complex calculi underwent fURS and holmium laser lithotripsy after a planned single-tract PCNL. Among the 27 patients with complex calculi, 9 had full staghorn calculi, 7 had partial staghorn calculi, and 11 had multiple calculi. After the first single-tract PCNL session, the mean stone size and mean stone surface area were 18.0 ± 10.7 mm and 181.9 ± 172.2 mm2, respectively. Treatment for residual stones with fURS and holmium laser lithotripsy was successfully completed and was performed without intraoperative complications. The mean operative time of the fURS procedure was 69.1 ± 23.6 min, and the mean hospital stay was 5.3 ± 2.4 days. The mean decrease in the hemoglobin level was 7.3 ± 6.5 g/l. After the fURS procedure, the overall stone-free rate was 88.9%. The overall postoperative complication rate was 14.8% (Clavien grade I 11.1%; Clavien grade II 3.7%). The current approach tested here combines the advantages of both PCNL and fURS and effectively manages complex calculi with a high stone-free rate (SFR) (88.9%). This approach also reduced the number of treatment sessions, the number of percutaneous access tracts, and the blood loss and potential morbidity associated with multiple tracts.


  • Beneficial effect of PEDF-transfected ADSCs on erectile dysfunction in a streptozotocin-diabetic rat model

    by Jun Lu, Zhixiang Xin, Qi Zhang, Di Cui, Yinglong Xiao, Jian Zhuo, Feng Sun, Shujie Xia, Yi Shao

    Diabetes mellitus (DM) is an important risk factor for erectile dysfunction. Adipose-derived stem cells (ADSCs) are essential for maintaining erectile function but their function is impaired during hyperglycemia. To evaluate the effects of pigment epithelium-derived factor (PEDF)-transfected ADSCs on the restoration of erectile function ADSCs and PEDF-transfected ADSCs were exposed to normal or high glucose levels for 72 h and the effects on cell survival and protein expression were determined. For in vivo studies, rats with streptozocin-induced DM were intravenously injected with ADSCs or PEDF-transfected ADSCs. Two weeks later, the intracavernosal pressure (ICP) and mean arterial pressure (MAP) were measured to assess erectile function, and penile tissues were harvested for further evaluation. PEDF overexpression in ADSCs protected cells against hyperglycemia-induced apoptosis (as determined by a TUNEL assay), increasing the expression of neurotrophic factors and decreasing the expression of inflammatory cytokines and oxidative stress-related proteins (as determined by western blotting and ELISA). In DM rats, transplantation with PEDF-transfected ADSCs effectively restored erectile function, as determined by the ICP/MAP ratio, compared with untreated ADSCs. PEDF overexpression also resulted in higher survival rates and decreased apoptosis of ADSCs. Promotion of neurotrophic factor expression and suppression of inflammatory cytokines and oxidative stress-related proteins were also observed after transplantation of PEDF-transfected ADSCs. Thus, our results demonstrate that transplantation of ADSCs restored erectile function in a rat model of DM, attenuating the negative effects of hyperglycemia. These findings indicate the therapeutic potential of ADSCs for treating erectile dysfunction and the additional benefits of PEDF overexpression.


  • Urgent percutaneous nephrolithotomy for acute kidney injury secondary to bilateral stones: Is it safe and effective in infants?

    by Yi Shao, Wei-Hua Li, Shayitaji Hasimu, Dou-Lian Shan, Jun Lu, Shu-Jie Xia

    To evaluate the efficacy and safety of urgent percutaneous nephrolithotomy (PNL) for acute kidney injury secondary to bilateral upper urinary stones in infants.


  • Open Access

    Laparoscopic Spleen-Preserving Splenic Hilar Lymphadenectomy Performed by Following the Perigastric Fascias and the Intrafascial Space for Advanced Upper-Third Gastric Cancer

    by Chang-Ming Huang, Qi-Yue Chen, Jian-Xian Lin, Chao-Hui Zheng, Ping Li, Jian-Wei Xie, Jia-Bin Wang, Jun Lu

    Laparoscopic spleen-preserving Splenic hilar lymphadenectomy (LSPL) is required in laparoscopy-assisted total gastrectomy for advanced proximal gastric cancer. However, it is considerably difficult and risk in clinical practice. Thus, we explore the application of LSPL performed by following the perigastric fascias and the intrafascial space in D2 radical gastrectomy for advanced upper-third gastric cancer. From July 2010 to December 2012, 109 patients with T2–3 upper-third gastric cancer underwent LSPL. Of these patients, 55 underwent classic LSPL (classic group), and the remaining 54 patients underwent LSPL performed by following the fascias and intrafascial space (fascia group). Clinicopathologic characteristics and intraoperative and postoperative variables were compared between the two groups. There were no significant differences in clinicopathological characteristics between the two groups (P>0.05). All of the operations were successful without conversion to laparotomy. The operation time, mean splenic hilar lymph node (LN) dissection time, mean total blood loss and mean blood loss from splenic hilar LN dissection were significantly lower in the fascia group than in the classic group (P0.05). At a median follow-up of 12 months(range 5 to 35 months), none of the patients had died or experienced recurrent or metastatic disease. LSPL performed by following the fascias and intrafascial space is an optimal and safe technique based on anatomical logic, and it reduces the difficulties associated with LSPL, making it easier to master and allowing its widespread adoption.