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This study aimed to establish nomograms to preoperatively predict the possibility of testicular salvage (TS) in patients with testicular torsion. The clinical data of 204 patients with testicular torsion diagnosed at Xijing Hospital and Tangdu Hospital (Xi'an, China) between August 2008 and November 2019 were retrospectively analyzed. Univariate and multivariate logistic regression analyses were used to determine the independent predictors of TS. Based on multivariate regression coefficients, nomograms to predict possibility of TS were established. The predictive ability of the nomograms was internally validated by receiver operating characteristic (ROC) curves and calibration plots. The duration of symptoms ranged from 2 h to 1 month, with a median of 3.5 days. Thirty (14.7%) patients underwent surgical reduction and contralateral orchiopexy, while the remaining 174 (85.3%) underwent orchiectomy and contralateral orchiopexy. Finally, long symptom duration was an independent risk predictor for TS, while visible intratesticular blood flow and homogeneous testicular echotexture under color Doppler ultrasound were independent protective predictors. Internal validation showed that the nomograms, which were established by integrating these three predictive factors, had good discrimination ability in predicting the possibility of TS (areas under the ROC curves were 0.851 and 0.828, respectively). The calibration plots showed good agreement between the nomogram-predicted possibility of TS and the actual situation. In conclusion, this brief preoperative prediction tool will help clinicians to quickly determine the urgency of surgical exploration.

A PHQ-9 score ≥ 15, represented as PHQ-9The nomogram was constructed by analysing data of 802 patients from Xijing Hospital and Northwest Women'sChildren's Hospital. The LASSO and multivariable logistic regressions were used to identify independent predictors of PHQ-9The duration of PE, IELT, a history of PE exacerbation, IIEF-5 score, urinary frequency and physical pain score were identified as independent predictors. The nomogram showed excellent calibration, discrimination and clinical usefulness in the derivation and validation cohorts, with a predictive accuracy of 0.781 and 0.763, respectively. Based on this nomogram, patients were divided into not recommended, recommended and strongly recommended PHQ-9 filling groups, with PHQ-9A nomogram to discern LPE patients with low risks of PHQ-9

Background A predictive model for acquired premature ejaculation (APE) in PE patients has not yet been established. Objectives This study was aimed at determining which factors were independently associated with the possibility of predicting APE in PE patients, and whether an effective pre‐treatment nomogram for predicting their individual chances of being APE in PE patients can be developed. Materials and methods We analyzed the medical histories of 915 PE patients diagnosed at Xijing Hospital (Xi'an, China) and Northwest Women's and Children's Hospital (Xi'an, China) between May 2019 and May 2020. The diagnostic nomogram was developed using a multivariate logistic regression model by integrating selected significant variables determined through univariate analysis. Receiver operating characteristic curves were used to measure the predictive accuracy of the nomogram and its constituted variables, and calibrations were performed by making a comparison of nomogram‐predicted probability with actual rate of APE. Results The independent predictors for APE that were identified include Age, Intra‐vaginal Ejaculation Latency Time (IELT), Frequency of sexual desire (FSD), and Eysenck Personality Questionnaire‐Revised Short Scale for Chinese (psychoticism) [EPQ‐RSC(P)] scores. The predictive accuracy of the nomogram was 0.782 (95% CI: 0.723–0.841). Also, excellent agreement was demonstrated between the nomogram‐predicted probability and the actual rate of APE. Discussion and conclusion We identified 4 independent predictors for APE and demonstrated the potential significant differences in psychoticism between LPE and APE patients. This was the first internally validated predictive APE nomogram where good discrimination and calibration were applied, and it offers a promising role in clinical practice. More studies are necessary for verification of its universal applicability.

Aim: To develop a survival nomogram for patients with upper tract recurrence (UTR) after resection for localized bladder urothelial carcinoma (BUC). Methods: The data of 361 patients with UTR after resection for BUC registered in the Surveillance, Epidemiology, and End Results database were retrospectively analyzed. The nomogram was established using the Fine and Gray method and its predictive accuracy was assessed using the concordance index. The nomogram was calibrated by comparing the predicted and actual survival. Results: The concordance index of the nomogram was 0.746 (95% CI: 0.733–0.759). Excellent agreement was observed between the predicted and actual survival in all calibration plots. Conclusion: This study describes the first survival nomogram for patients experienced UTR after resection for BUC.

Background Although the introduction of dapoxetine has ushered in a new era in the treatment of premature ejaculation, many patients with lifelong premature ejaculation (LPE) exhibit an unimproved clinical global impression even after treatment with dapoxetine. Aim To investigate independent predictors of the improvement of Clinical Global Impression (iCGI) in patients with LPE treated with dapoxetine and develop a nomogram to predict a patient's likelihood of achieving iCGI. Methods Data of 243 patients with LPE diagnosed at Xijing Hospital (Xi'an, China) and Northwest Women's and Children's Hospital (Xi'an, China) from January 2019 to May 2020 were analyzed. Independent predictors of iCGI were identified, and a nomogram was developed using R software based on a multivariate logistic regression model. The predictive accuracy of the nomogram was measured using the area under the receiver operating characteristic curve. The nomogram was calibrated by comparing predictions with observations. Main Outcome Measures The primary outcome was the patient-rated Clinical Global Impression of Change scale score after a 4-week course of dapoxetine treatment, which was collected via an online questionnaire. A Clinical Global Impression of Change score of ≥1 was defined as iCGI in this study. Results Patients with LPE with at least a bachelor's degree, a self-reported intravaginal ejaculation latency time of >1 minute, and an International Index of Erectile Function question 5 score of ≥3 were independent factors associated with achieving iCGI, whereas a Premature Ejaculation Diagnostic Tool question 1 score of ≥2 was an independent factor negatively associated with achieving iCGI. The predictive accuracy of the nomogram, which was developed by integrating all variables with independent predictive significance, was 0.710 (95% confidence interval: 0.702–0.718). In addition, the calibration plot demonstrated excellent agreement between predictions and observations. Clinical Implications If the predictive performance of our nomogram is further proven in multiple external validations, it can be used to select suitable patients for dapoxetine treatment, thereby reducing the number of patients discontinuing treatment. Strengths & Limitations This study developed the first nomogram for predicting the likelihood of achieving iCGI in patients with LPE treated with dapoxetine. However, our nomogram was not externally validated using independent cohorts from other institutions. Conclusion This study identified several independent predictors of iCGI in patients with LPE treated with dapoxetine. An effective nomogram was developed to predict their likelihood of achieving iCGI. External validations using data of Western patients with LPE are required to test the broader applicability of this Chinese patient-based tool.

Lifelong premature ejaculation (PE) is one of the most prevalent male sexual dysfunctions. It is still not well known about the possible neural mechanisms of lifelong PE. This study tried to investigate the abnormal characteristics of brain functional networks of lifelong PE and to assess relationships of PE-related functional abnormalities with clinical symptoms. Functional magnetic resonance imaging (fMRI) data and clinical symptoms were collected from 45 lifelong PE patients and 37 healthy controls (HCs) since 2016, including disease and sexual life history, intravaginal ejaculatory latency time measured by stopwatch and other scales. The degree centrality (DC) approach were applied to distinguish altered brain functions between the two groups (p

The only one established prognostic nomogram for patients with sarcomatoid renal cell carcinoma (sRCC) was based on a small sample-sized study without external validation, and a nomogram can be applied to western sRCC patients has not yet been developed. Therefore, our study aimed to construct and validate an effective nomogram to predict overall survival (OS) for these patients. The independent predictors for OS were identified and the nomogram was constructed on the basis of a retrospective study of a training cohort consisted of 428 non-Hispanic white sRCC patients registered in the Surveillance, Epidemiology and End Results (SEER) database from January 2010 to December 2015. Then, the discriminative performance of the nomogram was assessed by the concordance index (C-index). OS calibrations of the nomogram were also performed by comparing the nomogram-predicted probability to the observed survival rate. Furthermore, our nomogram was externally validated using two independent cohorts consisted of 71 non-Hispanic black patients and 82 Hispanic patients, respectively. Age at diagnosis, T stage, N stage, bone metastases, liver metastases, lung metastases and nephrectomy were identified as independent predictors for OS. In the training cohort and two validation cohorts, the C-indexes of the nomogram were 0.737, 0.801 and 0.764, respectively. Besides, excellent agreements between the nomogram prediction and the actual observation were achieved in all cohorts. The current study constructed and validated an effective prognostic nomogram for patients with sRCC, which can be used to perform accurate predictions of the 0.5-, 1-, and 2-year possibilities of OS.

BackgroundAlthough erectile dysfunction (ED) often occurs simultaneously with depression, not all patients with ED suffer major depression (MD), with a PHQ-9 score ≥15 indicating MD. Because the PHQ-9 questionnaire includes phrases such as “I think I am a loser” and “I want to commit suicide,” the psychological burdens of ED patients are likely to increase inevitably after using the PHQ-9, which, in turn, may affect ED therapeutic effects. Accordingly, we endeavored to develop a nomogram to predict individual risk of PHQ-9 score ≥15 in these patients.MethodsThe data of 1,142 patients with ED diagnosed in Xijing Hospital and Northwest Women and Children's Hospital from January 2017 to May 2020 were analyzed. While the Least Absolute Shrinkage and Selection Operator regression was employed to screen PHQ-9 score ≥15 related risk factors, multivariate logistic regression analysis was performed to verify these factors and construct the nomogram. The training cohort and an independent cohort that comprised 877 prospectively enrolled patients were used to demonstrate the efficacy of the nomogram.ResultsThe IIEF-5 score, PEDT score, physical pain score, frequent urination, and feeling of endless urination were found to be independent factors of PHQ-9 score ≥15 in patients with ED. The nomogram developed by these five factors showed good calibration and discrimination in internal and external validation, with a predictive accuracy of 0.757 and 0.722, respectively. The sensitivity and specificity of the nomogram in the training cohort were 0.86 and 0.52, respectively. Besides, the sensitivity and specificity of the nomogram in the validation cohort were 0.73 and 0.62, respectively. Moreover, based on the nomogram, the sample was divided into low-risk and high-risk groups.ConclusionThis study established a nomogram to predict individual risk of PHQ-9 score ≥15 in patients with ED. It is deemed that the nomogram may be employed initially to avoid those with a low risk of MD completing questionnaires unnecessarily.

Renal cell carcinoma (RCC) is one of the most common malignancies worldwide, and metabolic reprogramming has a profound effect on RCC tumorigenesis. mTORC1 inhibitors are widely used in RCC treatment, yet some types of RCC cells are resistant to these compounds. Thus, clarification of the metabolic mechanism of mTORC1 inhibitors and exploration of new therapeutic approaches are urgently needed. In this study, we found that the mTORC1 pathway was hyperactive in RCC. Immunohistochemistry and western blot analysis showed that phosphorylation of the mTORC1 substrate 4EBP1 at threonine 37/46 increased in RCC tissues compared with that in normal renal tissues. It was also found that mTORC1 inhibitor everolimus suppressed glucose consumption, lactate production, and multiple catalytic enzymes involved in glycolysis in 786-O and ACHN cells, but the accumulation of HIF1α induced by CoCl2 blocked the inhibitory effect of everolimus on aerobic glycolysis. Interestingly, western blot and metabolite analysis showed that the tumor suppressor NDRG2 (N-Myc downstream regulated gene 2) was able to inhibit mTORC1 activity and cooperate with an mTOR inhibitor to decrease aerobic glycolysis in 786-O and ACHN cells. These results demonstrate that NDRG2 may potentially synergize with mTORC1 inhibitors to suppress malignant phenotype of RCC. Taken together, these data provided preclinical evidence that the combination of NDRG2 and mTORC1 inhibitors might be a promising strategy for RCC therapy.

Background and ObjectivesTo establish a prognostic stratification nomogram for T1–2 breast cancer with 1–3 positive lymph nodes to determine which patients can benefit from postmastectomy radiotherapy (PMRT).MethodsA population-based study was conducted utilizing data collected from the Surveillance, Epidemiology, and End Results database. Chi-square test or Fisher exact test was used to compare the distribution of characteristics. Cox analysis identified significant prognostic factors for survival. A prognostic stratification model was constructed by R software. Propensity score matching was applied to balance characteristics between PMRT cohort and control cohort. Kaplan-Meier method was performed to evaluate the performance of stratification and the benefits of PMRT in the total population and three risk groups.ResultsThe overall performance of the nomogram was good (3-year, 5-year, 10-year AUC were 0.75, 0.72 and 0.67, respectively). The nomogram was performed to excellently distinguish low-risk, moderate-risk, and high-risk groups with 10-year overall survival (OS) of 86.9%, 73.7%, and 62.7%, respectively (PConclusionThe current study developed the first prognostic stratification nomogram for T1–2 breast cancer with 1–3 positive axillary lymph nodes and found that patients in the high-risk group may be easier to benefit from PMRT.

Long term complications of COVID-19, the disease caused by the SARS-CoV-2, involve many organ systems, dramatically worsening the quality of life, and finally contributing to impaired physical functioning. Despite the presence of well-identified pathogenetic mechanisms, the effect of "Long COVID" on sexual health has been only marginally addressed.To provide coverage of the current literature on long COVID, its epidemiology, pathophysiology, and relevance for erectile function.Comprehensive review of literature pertaining to the epidemiology and pathophysiology of long COVID, and its relevance for erectile function.Symptoms of long COVID are highly prevalent and involve almost all systems of the human body, with a plethora of clinical manifestations which range from minor nuisances to life-threatening conditions. "Brain fog" and fatigue are the most common complaints, although other neuropsychiatric complications, including sensory dysfunctions, anxiety, depression, and cerebrovascular events have also been reported. The respiratory and cardiovascular systems are also affected, with dyspnea, pulmonary fibrosis, endothelial dysfunction, and myocarditis occurring in some COVID long haulers. A subset of patients might develop endocrine manifestations, including onset of diabetes, thyroid dysfunction, and hypogonadism. Overall, long COVID features many complications which can impair erectile function by multiple pathogenetic mechanisms, and which could require tailored treatment: (i) careful investigation and management from the sexual medicine expert are therefore much needed, (ii) and future research on this topic is warranted.in COVID-19 long haulers, several complications can adversely affect erectile function which, upon future tailored studies, could be used as biomarker for the severity of the long COVID disease and for its follow-up. Sansone A, Mollaioli D, Limoncin E et al. The Sexual Long COVID (SLC): Erectile Dysfunction as a Biomarker of Systemic Complications for COVID-19 Long Haulers. Sex Med Rev 2022;10:271-285.

There is still a lack of competing risk analysis of patients with papillary renal cell carcinoma (pRCC) following surgery. We performed the cumulative incidence function (CIF) to estimate the absolute risks of cancer-specific mortality (CSM) and other-cause mortality (OCM) of pRCC over time, and constructed a nomogram predicting the probability of 2-, 3- and 5-year CSM based on competing risk regression. A total of 5993 pRCC patients who underwent nephrectomy between 2010 and 2016 were identified from the Surveillance, Epidemiology, and End Results (SEER) database. The 2-, 3-, 5-year CSM rates were 3.2%, 4.4% and 6.5%, respectively, and that of OCM were 3.2%, 5.0% and 9.3%, respectively. The estimates of 5-year cumulative mortality were most pronounced among patients aged > 75 years in OCM (17.0%). On multivariable analyses, age, tumor grade, T stage, N stage, and with or without bone, liver and lung metastases were identified as independent predictors of CSM following surgery and were integrated to generate the nomogram. The nomogram achieved a satisfactory discrimination with the AUCt of 0.730 at 5-year, and the calibration curves presented impressive agreements. Taken together, age-related OCM is a significant portion of all-cause mortality in elderly patients and our nomogram can be used for decision-making and patient counselling.

The roles played by several inflammatory factors in screening for prostate cancer (PCa) among gray area patients, namely those with serum prostate-specific antigen (PSA) levels between 4 and 10 ng/ml, have not been completely identified, and few effective diagnostic nomograms have been developed exclusively for these patients. We aimed to investigate new independent predictors of positive biopsy (PB) results and develop a novel diagnostic nomogram for this group of patients. The independent predictors of PB results were identified, and a nomogram was constructed using multivariate logistic regression analysis based on a cohort comprising 401 Gy area patients diagnosed at Xijing Hospital (Xi’an, China) between January 2016 and December 2019. The predictive accuracy of the nomogram was assessed using the receiver operating characteristic curve, and the nomogram was calibrated by comparing the prediction with the observation. The performance of the nomogram was further validated using an independent cohort. Finally, lymphocyte-to-monocyte ratio (LMR) > 4.11 and red blood cell distribution width (RDW)-standard deviation (SD) > 42.9 fl were identified as independent protective predictors of PB results, whereas PSA density (PSAD) > 0.141 was identified as an independent risk predictor. The nomogram established using PSAD, LMR, and RDW-SD was perfectly calibrated, and its predictive accuracy was superior to that of PSAD in both internal and external validations (0.827 vs 0.769 and 0.765 vs 0.713, respectively). This study is the first to report the importance of LMR and RDW-SD in screening for PCa among gray area patients and to construct an exclusive nomogram to predict the individual risk of positive 13-core biopsy results in this group of patients. With superior performance over PSAD, our nomogram will help increase the accuracy of PCa screening, thereby avoiding unnecessary biopsy.

Lifelong premature ejaculation (PE) is one of the most prevalent male sexual dysfunctions. It is still not well known about the possible neural mechanisms of lifelong PE. This study tried to investigate the abnormal characteristics of brain functional networks of lifelong PE and to assess relationships of PE-related functional abnormalities with clinical symptoms. Functional magnetic resonance imaging (fMRI) data and clinical symptoms were collected from 45 lifelong PE patients and 37 healthy controls (HCs) since 2016, including disease and sexual life history, intravaginal ejaculatory latency time measured by stopwatch and other scales. The degree centrality (DC) approach were applied to distinguish altered brain functions between the two groups (p 0.05, false discovery rate corrected). Correlation analysis was then performed to examine relationships between the imaging findings and clinical symptoms (p 0.05, Bonferroni corrected). Results showed that compared with HCs, lifelong PE patients had increased DC value in the medial prefrontal cortex (mPFC), precuneus and primary somatosensory cortex (SI) as well as decreased DC value in the insula and orbitofrontal cortex. After controlling for anxiety and depression levels, the significant difference in the mPFC was not found. The DC value in the SI positively correlated with premature ejaculation diagnostic tool (PEDT) score in the patients. The present findings indicate that lifelong PE patients have altered DC in brain regions involved in sensation, motivation and inhibitory control processing. Our study may improve our understanding and provide a new sight into the further research of lifelong PE.

To explore the independent predictors of pathologic complete remission response (pCR) for Chinese patients with breast cancer (BC) after preoperative chemotherapy and to develop an individualized nomogram for predicting the probability of pCR.The clinicopathologic data of clinical stage I-III BC patients who received preoperative chemotherapy in Xijing Hospital were retrospectively analyzed. A total of 689 BC patients diagnosed in 2015-2017 were included in the training set to develop a nomogram. A separate cohort of 357 patients in the same center was regarded as a validation set for externally examining the performance of the model. The area under the receiver operating characteristic curve and calibration curve were used to verify the predictive performance of the nomogram.Multivariate logistic regression analysis showed that independent predictors of pCR were menopause status at diagnosis, family history of BC, initial tumor size, estrogen receptor status, HER2/neu (human epidermal growth factor receptor 2) status, and Ki-67 expression. On the basis of these factors, a nomogram was developed using R software. Our nomogram had good discrimination in the training and validation set (area under the receiver operating characteristic curve, 0.762 and 0.768, respectively). The calibration curves further confirmed that the model performs well.Menopause status and family history of BC were independent predictors of pCR after preoperative chemotherapy for the first time. The nomogram can accurately predict pCR rate in BC, which may provide some guidelines for breast surgery options and patient counseling.

A new drug, Caba-780, was synthesized by chemical coupling of the heptamethyl phthalocyanine near-infrared fluorescent (NIRF) dye IR-780 and the paclitaxel-based chemotherapeutic drug cabazitaxel. Then, the potential value of Caba-780 in the diagnosis and treatment of castration-resistant prostate cancer (CRPC) was evaluated. The CRPC cell lines DU145 and PC-3, as well as the normal human prostate stromal cell line WPMY-1, were used to evaluate the uptake of Caba-780 and its antitumor effect in vitro. The distribution, antitumor effect, and safety of Caba-780 were also evaluated in tumor-bearing mouse xenograft models. Our results showed that Caba-780 was efficiently absorbed by DU145 and PC-3 cells and that the cytotoxicity of Caba-780 was significantly stronger than that of IR-780 and cabazitaxel. In addition, Caba-780 inhibited the migration and invasion of DU145 and PC-3 cells and promoted apoptosis by prolonging the G2 phase of the cell cycle. Further analysis indicated that Caba-780 could be used to effectively image tumor xenografts. At the same time, this drug inhibited the growth of tumors in vivo. Therefore, the new synthetic drug Caba-780 has potential applications in the diagnosis and treatment of CRPC.

Targeted therapy is the standard treatment for advanced renal cell carcinoma that has been used extensively in the past decade. Sequential targeted therapy is an available choice for patients who develop drug resistance. However, it is debatable whether mammalian target of rapamycin inhibitor or another tyrosine kinase inhibitor should be used for sequential therapy after first-line anti-angiogenic drug treatment. In this study, we summarized the case report of a 51-year-old patient with advanced bilateral renal cancer who underwent tumor reduction surgery and sequential targeted therapy. First-line sunitinib, second-line everolimus, and third-line axitinib were given to this patient as part of a sequential therapy. The whole treatment process in details is described and discussed. The results indicate that cytoreductive nephrectomy combined with sequential targeted therapy is safe and effective in the treatment of multiple metastatic renal cell carcinoma. First-line sunitinib and subsequent axitinib may be a good choice for sequential therapy.

Renal cell carcinoma is one common type of urologic cancers. It has tendencies to invade into the inferior vena cava (IVC) and usually requires an open surgery procedure. High rates of operative complications and mortality are usually associated with an open surgery procedure. The recently emerged robot-assisted laparoscopic radical nephrectomy (RAL-RN) and IVC tumor thrombectomy have shown to reduce operative related complications in patients with renal cell carcinoma.This case series study aimed to summarize technical utilization, perioperative outcomes, and efficacies of RAL-RN and IVC tumor thrombectomy in our hospital. A retrospective analysis was performed on clinical data from 20 patients who underwent RAL-RN and IVC tumor thrombectomy from January 2017 to December 2019 in our department.Patients had a median age of 59 years (interquartile range [IQR], 46-68). Four patients had renal neoplasm on left side and 16 on right side. Nineteen patients underwent RAL-RN (level 0: n = 2) or RAL-RN with IVC thrombectomy (n = 17) (level I: n = 3; level II: n = 12; and level III: n = 3) and 1 patient was converted into an open surgery. The median operative time was 328 minutes (IQR, 221-453). The estimated median blood loss was 500 mL (IQR, 200-1200). The median size of removed renal carcinoma was 67 cm2 (IQR, 40-91); the length of IVC tumor thrombus was 5 cm (IQR, 3-7). The postsurgery hospital length of stay was 6 days (IQR, 5-7). The complications included intestinal obstruction (n = 1), lymphatic fistula (n = 1), heart failure (n = 1), and low hemoglobin level (n = 1). The outcomes for patients after 16 months (IQR, 11-21) follow-up were tumor-free (n = 10), tumor progression (n = 4), loss of contact (n = 1), and death (n = 5).We concluded that RAL-RN and IVC thrombectomy renders good safety profiles including minimal invasiveness, low estimated median blood loss, short hospitalization, low morbidity, and quick renal function recovery. The long-term efficacy needs a further investigation.

Controversies exist between the previous two prognostic nomograms for patients with bone metastatic prostate cancer (PCa), and a nomogram applied to western patients has yet to be established. Thus, we aimed to build a reliable and generic nomogram to individualize prognosis. The independent prognostic factors were identified in a retrospective study of 1556 patients with bone metastatic PCa registered in the Surveillance, Epidemiology and End Results (SEER) database. Besides, the prognostic nomogram was developed using R software according to the result of multivariable Cox regression analysis. Then, the discriminative ability of the nomogram was assessed by analyses of receiver operating characteristic curves (ROC curves). We also performed 1-, 2-, and 3-year calibrations of the nomogram by comparing the predicted survival to the observed survival. Furthermore, the model was externally validated using the data of 711 patients diagnosed at different times enrolled in the SEER database. Age ≥70 years, Gleason score ≥8, PSA value of 201 to 900 ng/ml, stage T4, stage N1, with liver metastases, and Asian/Pacific ethnicity were identified as independent prognostic factors. In the primary cohort, 1-, 2-, and 3-year area under the ROC curve (AUC) of the nomogram for predicting cancer-specific survival (CSS) were 0.71, 0.70, and 0.70, respectively. Besides 1-, 2-, and 3-year AUC were 0.70, 0.68, and 0.69, respectively, in the external validation cohort. Moreover, calibration curves presented perfect agreements between the nomogram-predicted and actual 1-, 2-, and 3-year CSS rate in both the primary and external validation cohorts. In other words, our nomogram has great predictive accuracy and reliability in predicting 1-, 2-, and 3-year CSS for patients with bone metastatic prostate cancer. This study established and validated a prognostic nomogram applied to not only Asian patients but western patients with bone metastatic PCa, which will be useful for patients’ counseling and clinical trial designing.

Renal cell carcinoma (RCC) has always been considered resistant to chemotherapy. IR-780 is a near-infrared fluorescent (NIRF) dye that can be efficiently taken up by RCC cells. Cabazitaxel is a cytotoxic drug that interferes with mitosis by acting on tubulin. We chemically fused IR-780 and cabazitaxel into a new drug, Caba-780, which is expected to increase the sensitivity of RCC to chemotherapy. Infrared spectrum, nuclear magnetic resonance spectra, high-resolution mass spectra, and IR spectra were used for detecting structural characterization of the new synthetic drug Caba-780. The RCC cells lines ACHN and 786-O, as well as the non-cancerous human embryonic kidney cell line HEK293, were used to assess the cytotoxicity and tumor-efficient uptake of Caba-780 in vitro. The xenograft tumor-bearing mice and C57 mice were used to estimate the tumor-efficient imaging of Caba-780 as well as the safety and efficacy of its anti-tumor effects in vivo. The new synthetic drug Caba-780 retains the NIRF properties of IR-780. In vitro, Caba-780 was efficiently absorbed by the RCC cell lines ACHN and 786-O, and had an inhibitory effect on their growth, clonogenicity migration, and invasion. At the same time, Caba-780 retained the anti-tumor effect of cabazitaxel, which can inhibit the growth of tumor cells and promote apoptosis by inhibiting mitosis. In vivo experiments showed that Caba-780 can be taken up and imaged in tumor tissue, whereby it inhibits tumor growth. The novel fused molecule Caba-780 has application prospects in the diagnosis and treatment of RCC and makes RCC chemotherapy possible.

To develop and validate a prognostic nomogram for patients with intravesical recurrence (IVR) after radical nephroureterectomy (RNU) for non-metastatic upper tract urothelial carcinoma (UTUC). The clinical data of 468 patients registered in the surveillance, epidemiology and end results database between 2010 and 2015 were retrospectively analyzed. Multivariate analysis using the Cox proportional hazard model was used to determine independent prognostic factors for the development of a nomogram to predict the 1-, 3-, and 5-year probability of individual cancer-specific survival (CSS). Moreover, the nomogram was internally validated using receiver operating characteristic curves and calibration plots. Age at IVR > 80 years, UTUC stage ≥ T3, bladder cancer (BC) stage T1, and muscle-invasive BC (stage ≥ T2) were identified as independent risk factors for CSS in patients with IVR after RNU, whereas a time interval of > 24 months between UTUC and BC was an independent protective factor. The 1-, 3-, and 5-year predictive accuracies of our nomogram were 0.74, 0.70, and 0.71, respectively. Additionally, 1-, 3-, and 5-year calibration curves demonstrated perfect agreement between the nomogram-predicted and the actual CSS. This study developed and internally validated the first nomogram to date to predict individual prognosis in patients with IVR after RUN for UTUC. This nomogram can be used for patient counseling and for designing clinical trials.

Background: The independent prognostic factors for survival of patients with bone metastatic prostate cancer (PCa) remain controversial; Besides, a nomogram for application to multiple ethnicities has yet to be established. We aimed to build a generic nomogram to predict the prognosis of bone metastatic PCa. Methods: The independent prognostic factors for survival were identified, and the nomogram was further developed in a retrospective study of 1,556 patients with bone metastatic PCa registered in the Surveillance, Epidemiology and End Results (SEER) database. The discriminative ability of the nomogram was assessed by C-index (concordance index) and ROC (receiver operating characteristic) curve analysis, whereas its predictive accuracy was measured by calibration curve assessment. Furthermore, the model was externally validated using the data of 711 patients enrolled in the same database at different times. Results: Age ≥70 years, Gleason score ≥8, stage T4, stage N1, liver metastases, and Asian/Pacific ethnicity were identified as independent prognostic factors. The C-index of the nomogram for predicting cancer-specific survival (CSS) was 0.68 (95% confidence interval [CI]: 0.65-0.70), with areas under the receiver operating characteristic (ROC) curve (AUCs) for one, three, and five years of 0.70, 0.70, and 0.76, respectively. In the validation cohort, the C-index was 0.66 (95% CI: 0.62 to 0.69), with AUCs for one, three, and five years of 0.67, 0.66 and 0.71, respectively. The calibration curve presented a strong agreement between the nomogram-predicted and actual one-, three-, and five-year CSSs in both the primary and external validation cohorts. Conclusion: We established and validated the first nomogram applied to multiple races for predicting the one-, three-, and five-year CSSs of patients with bone metastatic PCa, which will further facilitate individualized clinical decision-making and will be useful for patient counseling. Funding: This study is supported by the Key Science and Technology Program of Shaanxi Province, PR China (grant number: 2016SF-162) and the Development Funds of Shaanxi Science and Technology Agency of China (grant number:2018SF/091). Declaration of Interest: There are no conflicts of interest. Ethical Approval: The present study conformed to the 1964 Helsinki Declaration and its later amendments and was performed under the ethical standards of the institutional and national research committees.

Bone metastasis seriously affects the survival of breast cancer. Therefore, the study aimed to explore the independent prognostic factors in bone metastatic breast cancer (BMBC) and to construct a prognostic nomogram that can accurately predict the survival of BMBC and strictly divide the patients into different risk stratification.Four thousand three hundred seventy six patients with BMBC from the surveillance, epidemiology, and end results database in 2010 to 2015 were collected and randomly divided into training and validation cohort. Multivariate Cox regression identified the independent prognostic factors of BMBC. A nomogram for predicting cancer-specific survival (CSS) in BMBC was created using R software. The predictive performance of the nomogram was evaluated by plotting receiver operating characteristic (ROC) curves and calibration curves.Marital status, race, age, T stage, tumor grade, estrogen receptor, progesterone receptor, human epidermal growth factor receptor 2, brain metastasis, liver metastasis, lung metastasis, chemotherapy, and breast surgery were identified as independent prognostic factors for CSS of BMBC. The area under the ROC curve at 1-, 3-, and 5-year of the nomogram were 0.775, 0.756, and 0.717 in the internal validation and 0.785, 0.737, and 0.735 in the external validation, respectively. Calibration curves further confirmed the unbiased prediction of the model. Kaplan-Meier analysis verified the excellent risk stratification of our model.The first prognostic nomogram for BMBC constructed in our study can accurately predict the survival of BMBC, which may provide a practical tool to help clinicians evaluate prognosis and stratify the prognostic risk for BMBC, thereby determining which patients should be given intensive treatment and optimizing individual treatment strategies for BMBC.

// Xing-gang Mao 1, * , Chao Wang 2, * , Dong-ye Liu 3, * , Xiang Zhang 1 , Liang Wang 2 , Ming Yan 4 , Wei Zhang 1 , Jun Zhu 5 , Zi-chao Li 1 , Chen Mi 1 , Jing-yang Tian 1 , Guang-dong Hou 1 , Si-yu Miao 1 , Zi-xuan Song 1 , Jin-cheng Li 1 , Xiao-yan Xue 6 1 Department of Neurosurgery, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi Province, People’s Republic of China 2 Department of Neurosurgery, Tangdu Hospital, Fourth Military Medical University, Xi’an, Shaanxi Province, People’s Republic of China 3 Northern Hospital, General Hospital of PLA Shenyang Military Area Command, Shenyang, Liaoning Province, People’s Republic of China 4 Department of Orthopaedic Surgery, Xijing Hospital, Fourth Military Medical University, Xi’an, Shaanxi Province, People’s Republic of China 5 Department of Orthopedics, Changzheng Hospital, Second Military Medical University, Shanghai, People’s Republic of China 6 Department of Pharmacology, School of Pharmacy, Fourth Military Medical University, Xi’an, Shaanxi Province, People’s Republic of China * These authors have contributed equally to this work Correspondence to: Xiang Zhang, email: xzhang@fmmu.edu.cn Keywords: hypoxia, glioblastoma, antiangiogenic therapy, HIG2, VEGF Received: February 08, 2016 Accepted: May 17, 2016 Published: June 14, 2016 ABSTRACT Hypoxia contributes to the maintenance of stem-like cells in glioblastoma (GBM), and activates vascular mimicry and tumor resistance to anti-angiogenesis treatments. The present study examined the expression patterns and biological significance of hypoxia-inducible protein 2 (HIG2, also known as HILPDA) in GBM. HIG2 was highly expressed in gliomas and was correlated with tumor grade, and high HIG2 expression independently predicted poor GBM patient prognosis. HIG2 was upregulated during hypoxia and by hypoxia mimics, and HIG2 knockdown in GBM cells inhibited cell proliferation and invasion. HIF1α bound to the HIG2 promoter and increased its expression in GBM cells, and HIG2 upregulated HIF1α expression. Reconstruction of a HIG2-related molecular network using bioinformatics methods revealed that HIG2 is closely correlated with angiogenesis genes, such as VEGFA, in GBM. HIG2 levels positively correlated with VEGFA in GBM samples. In addition, treatment of transplanted xenograft nude mice with bevacizumab (anti-angiogenesis therapy) resulted in HIG2 upregulation at late stages. We conclude that HIG2 is overexpressed in GBM and upregulated by hypoxia, and is a potential novel therapeutic target. HIG2 overexpression is an independent prognostic indicator and may promote tumor resistance to anti-angiogenesis treatments.

Survival heterogeneity is observed among renal cell carcinoma (RCC) patients with metastases in different organs. Moreover, almost all previous prognostic nomograms based on data from metastatic RCC patients did not take competing events, such as death from cerebrovascular and heart diseases, into account. We aimed to construct novel prognostic nomograms for patients with lung metastatic clear cell RCC (LMCCRCC).Data of 712 non-Hispanic white LMCCRCC patients registered in the Surveillance, Epidemiology, and End Results database were retrospectively analyzed. Nomograms for predicting overall survival (OS) and disease-specific survival (DSS) were established using the Cox approach and Fine and Gray approach, respectively, and their performances were assessed using the concordance index (C-index), calibration plots, and an independent cohort comprising 181 Hispanic patients.Sex, tumor grade, T stage, N stage, presence or absence of bone metastases, and presence or absence of brain metastases were independent predictors for both OS and DSS. Additionally, presence or absence of liver metastases was an independent predictor only for DSS. Meanwhile, age at diagnosis was independently associated with OS. The C-indexes of the nomograms were 0.702 for OS and 0.723 for DSS in internal validation. In external validation, the C-indexes were 0.700 for OS and 0.708 for DSS. Both internal and external calibration plots showed excellent consistency between the prediction and the observation.The current study developed a novel nomogram for predicting individual OS in LMCCRCC patients. Moreover, we constructed an effective competing risk nomogram for predicting their individual DSS for the first time.

Hashing methods map high-dimensional data onto compact binary codes for efficient retrieval. These methods focus on preserving the data similarity in Hamming distance between the mapped hash codes. In this paper we propose a novel hashing method motivated by maximizing the probability of data with the same hash code being true neighbors, under the constraint of code compactness. This method is data-dependent and generates quite compact hash codes. The key idea is to use a collection of tree-structured hyperplanes to satisfy the compactness constraint, as well as to maximize the lower bound of the objective function. We compare our method with some widely used hashing methods on real datasets of different sizes. The experimental results illustrate the superior performance of our method. The performance of this method is further effectively improved by a multi-table extension.

Non-convex regularization has attracted much attention in the fields of machine learning, since it is unbiased and improves the performance on many applications compared with the convex counterparts. The optimization is important but difficult for non-convex regularization. In this paper, we propose the Damping Proximal Coordinate Descent (DPCD) algorithms that address the optimization issues of a general family of non-convex regularized problems. DPCD is guaranteed to be globally convergent. The computational complexity of obtaining an approximately stationary solution with a desired precision is only linear to the data size. Our experiments on many machine learning benchmark datasets also show that DPCD has a fast convergence rate and it reduces the time of training models without significant loss of prediction accuracy.

An effective method to estimate the state of health (SOH) of lithium ion batteries is illustrated in this work. This method uses an adaptive transformation of charging curves at different stages of life to quantify the extent of capacity fade and derive a time-based parameter to enable an accurate SOH estimation. This approach is easy for practical implementation and universal to chemistry or cell geometry, with minimal demand of learning. With a typical constant current–constant voltage (CC–CV) charging method for a lithium ion battery, this approach uses an equivalent circuit model to characterize the CC portion of the charging curve and derive a transformation function and a time-based parameter to estimate SOH at any stage of life via a nonlinear least squares method to identify model parameters. The SOH estimation errors (discrepancy between estimated and experimental values, denoted as ΔSOH) are under 2% before the end of life in cases shown at 25 °C and 60 °C and a range of typical discharging rates up to 3C. With different sizes and chemistries, the ΔSOHs are all less than 3%.