A Computer-Assisted Diagnostic Method for Accurate Detection of Early Nondisplaced Fractures of the Femoral Neck.

Nondisplaced femoral neck fractures are sometimes misdiagnosed by radiographs, which may deteriorate into displaced fractures. However, few efficient artificial intelligent methods have been reported. We developed an automatic detection method using deep learning networks to pinpoint femoral neck fractures on radiographs to assist physicians in making an accurate diagnosis in the first place. Our proposed accurate automatic detection method, called the direction-aware fracture-detection network (DAFDNet), consists of two steps, namely region-of-interest (ROI) segmentation and fracture detection. The first step removes the noise region and pinpoints the femoral neck region. The fracture-detection step uses a direction-aware deep learning algorithm to mark the exact femoral neck fracture location in the region detected in the first step. A total of 3840 femoral neck parts in anterior-posterior (AP) pelvis radiographs collected from the China Medical University Hospital database were used to test our method. The simulation results showed that DAFDNet outperformed the U-Net and DenseNet methods in terms of the IOU value, Dice value, and Jaccard value. Our proposed DAFDNet demonstrated over 94.8% accuracy in differentiating non-displaced Garden type I and type II femoral neck fracture cases. Our DAFDNet method outperformed the diagnostic accuracy of general practitioners and orthopedic surgeons in accurately locating Garden type I and type II fracture locations. This study can determine the feasibility of applying artificial intelligence in a clinical setting and how the use of deep learning networks assists physicians in improving correct diagnoses compared to the current traditional orthopedic manual assessments.

A Combination of FPU-Net and Feature Clustering Methods for Accurate Segmentation of Femoral Neck in Radiographic Diagnosis.

In this study, we develop an innovative method that assists computer-aided diagnosis in the determination process of the exact location of the femoral neck junction in plain radiographs. Our algorithm consists of two phases, i.e., coarse prediction and fine matching, which are implemented by supervised deep learning method and unsupervised clustering, respectively. In coarse prediction, standard masks are first produced by a specialist and trained in our proposed feature propagation network (FPU-Net) with supervised learning on the femoral neck dataset. In fine matching, the standard masks are first classified into different categories using our proposed three parameters with unsupervised learning. The predicted mask from FPU-Net is matched with each category of standard masks by calculating the values of intersection of union (IOU), and finally the predicted mask is substituted by the standard mask with the largest IOU value. A total of 4320 femoral neck parts in anterior-posterior (AP) pelvis radiographs collected from China Medical University Hospital database were used to test our method. Simulation results show that, on the one hand, compared with other segmentation methods, the method proposed in this paper has a larger IOU value and better suppression of noise outside the region of interest; on the other hand, the introduction of unsupervised learning for fine matching can help in the accurate localization segmentation of femoral neck images. Accurate femoral neck segmentation can assist surgeons to diagnose and reduce the misdiagnosis rate and burden.

Acute renal injury induced by endotoxic shock in rats is alleviated via PI3K/Nrf2 pathway.

OBJECTIVE: To explore the effect of PI3K/Nrf2 pathway on acute kidney injury (AKI) induced by endotoxic shock in rats by construction of the endotoxic shock rat model. MATERIALS AND METHODS: A total of 30 Sprague Dawley (SD) rats were randomly assigned into three group, namely the control group (group C), endotoxic shock model group (group L) and wortmannin + endotoxic shock model group (group WL), with 10 rats in each group. Pathological lesions in renal tissues were evaluated by histological score of kidney (HSK). Biochemical indicators including blood urine nitrogen (BUN), creatinine (Cr) and urinary α1-microglobulin (α1-MG) in renal tissues were accessed. Activities of superoxide dismutase (SOD) and malondialdehyde (MDA) were detected by relative commercial kits. Expression levels of Nrf2, Heme oxygenase 1 (HO-1) and Akt in renal tissues were determined by Western blot and quantitative reverse transcriptase-polymerase chain reaction (qRT-PCR), respectively. RESULTS: HSK, levels of BUN, Cr and α1-MG and activities of SOD and MDA were significantly increased in group L comparing to those in group C (p<0.05). The above-mentioned indicators were also remarkably higher in group WL than those of group L (p<0.05). There were significant differences in expression levels of Nrf2, HO-1 and Akt between group L and group WL (p<0.05). In particular, lower mRNA levels of Nrf2 and HO-1, as well as protein levels of p-Akt, Nrf2 and HO-1 were observed in group WL compared with those in group L (p<0.05). CONCLUSIONS: The present study showed that AKI induced by endotoxic shock in rats was regulated through PI3K/Nrf2 pathway. HO-1 acts as the effector protein, might serve as an essential factor in protecting AKI induced by endotoxic shock.

Clostridium innocuum is a vancomycin-resistant pathogen that may cause antibiotic-associated diarrhoea.

OBJECTIVES: Clostridium innocuum can cause extraintestinal infection in patients with underlying diseases. The role of C. innocuum in antibiotic-associated diarrhoea (AAD) remains unknown. METHODS: Clinical information of 103 patients from whom C. innocuum was isolated was reviewed. We carried out cellular and animal experiments to examine the pathogenic potential of C. innocuum in AAD. RESULTS: Eighty-eight per cent (91/103) of the 103 patients received antibiotics within 2 weeks of diarrhoea onset. Patients were further classified into two groups, severe colitis and diarrhoea, according to clinical severity level. The mortality rate was 13.6% (14/103) among the patients from whom C. innocuum was isolated. The lowest concentrations at which 90% of the isolates were inhibited for metronidazole and vancomycin were 0.5 and 16 mg/L, respectively. All isolates tested were susceptible to metronidazole but resistant to vancomycin. Nineteen randomly selected isolates (ten from severe colitis group, nine from diarrhoea group) were subjected to further in vitro cellular examinations. The level of cytotoxicity to Vero cells was significantly higher in isolates from the severe colitis group at both 24 and 48 hours after inoculation (24 and 48 hours, p 0.042 and 0.033, respectively). We observed apoptotic changes that subsequently led to cell death in C. innocuum-infected Vero cells. Tissue damages, necrotic changes and oedema were observed in the mouse ileal loop infected by C. innocuum. CONCLUSIONS: Vancomycin-resistant C. innocuum may play a potential role as a causative agent of AAD. The clinical manifestations of AAD caused by C. innocuum were diarrhoea or severe colitis, including pseudomembranous colitis.

From Theory to Practice: Measuring end-of-life communication quality using multiple goals theory.

OBJECTIVES: To describe how multiple goals theory can be used as a reliable and valid measure (i.e., coding scheme) of the quality of conversations about end-of-life issues. METHODS: We analyzed conversations from 17 conversations in which 68 participants (mean age=51years) played a game that prompted discussion in response to open-ended questions about end-of-life issues. Conversations (mean duration=91min) were audio-recorded and transcribed. Communication quality was assessed by three coders who assigned numeric scores rating how well individuals accomplished task, relational, and identity goals in the conversation. RESULTS: The coding measure, which results in a quantifiable outcome, yielded strong reliability (intra-class correlation range=0.73-0.89 and Cronbach's alpha range=0.69-0.89 for each of the coded domains) and validity (using multilevel nonlinear modeling, we detected significant variability in scores between games for each of the coded domains, all p-values <0.02). CONCLUSIONS: Our coding scheme provides a theory-based measure of end-of-life conversation quality that is superior to other methods of measuring communication quality. PRACTICE IMPLICATIONS: Our description of the coding method enables researches to adapt and apply this measure to communication interventions in other clinical contexts.

Kefir improves bone mass and microarchitecture in an ovariectomized rat model of postmenopausal osteoporosis.

SUMMARY: Kefir treatment in ovariectomized (OVX) rats could significantly decrease the levels of bone turnover markers and prevent OVX-induced bone loss, deterioration of trabecular microarchitecture, and biomechanical dysfunction that may be due to increase intracellular calcium uptake through the TRPV6 calcium channel. INTRODUCTION: Osteoporosis is a disease characterized by low bone mass and structural deterioration of bone tissue, leading to an increased fracture risk. The incidence of osteoporosis increases with age and occurs most frequently in postmenopausal women due to estrogen deficiency, as the balance between bone resorption and bone formation shifts towards increased levels of bone resorption. Among various methods of prevention and treatment for osteoporosis, an increase in calcium intake is the most commonly recommended preventive measure. Kefir is a fermented milk product made with kefir grains that degrade milk proteins into various peptides with health-promoting effects, including immunomodulating-, antithrombotic-, antimicrobial-, and calcium-absorption-enhancing bioactivities. METHODS: The aim of this study is to investigate the effect of kefir on osteoporosis prophylaxis in an ovariectomized rat model. A total of 56 16-week-old female Sprague-Dawley (SD) rats were divided into 7 experimental groups: sham (normal), OVX/Mock, OVX/1X kefir (164 mg/kg BW/day), OVX/2X kefir (328 mg/kg BW/day), OVX/4X kefir (656 mg/kg BW/day), OVX/ALN (2.5 mg/kg BW/day), and OVX/REBONE (800 mg/kg BW/day). After 12-week treatment with kefir, the bone physiology in the OVX rat model was investigated. Accordingly, the aim of this study was to investigate the possible transport mechanism involved in calcium absorption using the Caco-2 human cell line. RESULTS: A 12-week treatment with kefir on the OVX-induced osteoporosis model reduced the levels of C-terminal telopeptides of type I collagen (CTx), bone turnover markers, and trabecular separation (Tb. Sp.). Additionally, treatment with kefir increased trabecular bone mineral density (BMD), bone volume (BV/TV), trabecular thickness (Tb. Th), trabecular number (Tb. N), and the biomechanical properties (hardness and modulus) of the distal femur with a dose-dependent efficacy. In addition, in in vitro assay, we found that kefir increased intracellular calcium uptake in Caco-2 cell through TRPV6 calcium channels and not through L-type voltage-operated calcium channels. CONCLUSION: The protective effect of kefir in the OVX rat model may occur through increasing intracellular calcium uptake through the TRPV6 calcium channel.

Upregulation of the microRNA cluster at the Dlk1-Dio3 locus in lung adenocarcinoma.

Mice in which lung epithelial cells can be induced to express an oncogenic Kras(G12D) develop lung adenocarcinomas in a manner analogous to humans. A myriad of genetic changes accompany lung adenocarcinomas, many of which are poorly understood. To get a comprehensive understanding of both the transcriptional and post-transcriptional changes that accompany lung adenocarcinomas, we took an omics approach in profiling both the coding genes and the non-coding small RNAs in an induced mouse model of lung adenocarcinoma. RNAseq transcriptome analysis of Kras(G12D) tumors from F1 hybrid mice revealed features specific to tumor samples. This includes the repression of a network of GTPase-related genes (Prkg1, Gnao1 and Rgs9) in tumor samples and an enrichment of Apobec1-mediated cytosine to uridine RNA editing. Furthermore, analysis of known single-nucleotide polymorphisms revealed not only a change in expression of Cd22 but also that its expression became allele specific in tumors. The most salient finding, however, came from small RNA sequencing of the tumor samples, which revealed that a cluster of ∼53 microRNAs and mRNAs at the Dlk1-Dio3 locus on mouse chromosome 12qF1 was markedly and consistently increased in tumors. Activation of this locus occurred specifically in sorted tumor-originating cancer cells. Interestingly, the 12qF1 RNAs were repressed in cultured Kras(G12D) tumor cells but reactivated when transplanted in vivo. These microRNAs have been implicated in stem cell pleuripotency and proteins targeted by these microRNAs are involved in key pathways in cancer as well as embryogenesis. Taken together, our results strongly imply that these microRNAs represent key targets in unraveling the mechanism of lung oncogenesis.

The combination of the prodrugs perforin-CEBPD and perforin-granzyme B efficiently enhances the activation of caspase signaling and kills prostate cancer.

The survival of prostate cancer (PrCa) patients is associated with the transition to hormone-independent tumor growth and metastasis. Clinically, the dysregulation of androgen action has been associated with the formation of PrCa and the outcome of androgen deprivation therapy in PrCa. CCAAT/enhancer binding protein delta (CEBPD) is a transcription factor that has been reported to act as an oncogene or tumor suppressor, depending on the extra- and intracellular environments following tumorigenesis. We found that androgen can activate CEBPD transcription by direct binding of the androgen receptor (AR) to the CEBPD promoter region. Increases of suppressor of zeste 12 (SUZ12) and enhancer of zeste homolog 2 (EZH2) attenuated the androgen-induced transcription of CEBPD. Importantly, the increases in E2F1, SUZ12 and EZH2 as well as the inactivation of CEBPD were associated with the clinicopathological variables and survival of PrCa patients. We revealed that caspase 8 (CASP8), an apoptotic initiator, is responsive to CEBPD induction. Reporter and in vivo DNA-binding assays revealed that CEBPD directly binds to and activates CASP8 reporter activity. A prodrug system was developed for therapeutic application in AR-independent or androgen-insensitive PrCa to avoid the epigenetic effects on the suppression of CEBPD expression. Our results showed that the combination of a perforin (PF)-CEBPD prodrug (which increases the level of procaspase-8) and a PF-granzyme B prodrug (which activates CASP8 and caspase 3 (CASP3)) showed an additive effect in triggering the apoptotic pathway and enhancing apoptosis in PrCa cells.

The effect of thermal reduction on the photoluminescence and electronic structures of graphene oxides.

Electronic structures of graphene oxide (GO) and hydro-thermally reduced graphene oxides (rGOs) processed at low temperatures (120-180°C) were studied using X-ray absorption near-edge structure (XANES), X-ray emission spectroscopy (XES) and resonant inelastic X-ray scattering (RIXS). C K-edge XANES spectra of rGOs reveal that thermal reduction restores C = C sp(2) bonds and removes some of the oxygen and hydroxyl groups of GO, which initiates the evolution of carbonaceous species. The combination of C K-edge XANES and Kα XES spectra shows that the overlapping π and π* orbitals in rGOs and GO are similar to that of highly ordered pyrolytic graphite (HOPG), which has no band-gap. C Kα RIXS spectra provide evidence that thermal reduction changes the density of states (DOSs) that is generated in the π-region and/or in the gap between the π and π* levels of the GO and rGOs. Two-dimensional C Kα RIXS mapping of the heavy reduction of rGOs further confirms that the residual oxygen and/or oxygen-containing functional groups modify the π and σ features, which are dispersed by the photon excitation energy. The dispersion behavior near the K point is approximately linear and differs from the parabolic-like dispersion observed in HOPG.

Graphene supported graphone/graphane bilayer nanostructure material for spintronics.

We report an investigation into the magnetic and electronic properties of partially hydrogenated vertically aligned few layers graphene (FLG) synthesized by microwave plasma enhanced chemical vapor deposition. The FLG samples are hydrogenated at different substrate temperatures to alter the degree of hydrogenation and their depth profile. The unique morphology of the structure gives rise to a unique geometry in which graphane/graphone is supported by graphene layers in the bulk, which is very different from other widely studied structures such as one-dimensional nanoribbons. Synchrotron based x-ray absorption fine structure spectroscopy measurements have been used to investigate the electronic structure and the underlying hydrogenation mechanism responsible for the magnetic properties. While ferromagnetic interactions seem to be predominant, the presence of antiferromagnetic interaction was also observed. Free spins available via the conversion of sp(2) to sp(3) hybridized structures, and the possibility of unpaired electrons from defects induced upon hydrogenation are thought to be likely mechanisms for the observed ferromagnetic orders.

Expression of ß-glucuronidase on the surface of bacteria enhances activation of glucuronide prodrugs.

Extracellular activation of hydrophilic glucuronide prodrugs by ß-glucuronidase (ßG) was examined to increase the therapeutic efficacy of bacteria-directed enzyme prodrug therapy (BDEPT). ßG was expressed on the surface of Escherichia coli by fusion to either the bacterial autotransporter protein Adhesin (membrane ßG (mßG)/AIDA) or the lipoprotein (lpp) outermembrane protein A (mßG/lpp). Both mßG/AIDA and mßG/lpp were expressed on the bacterial surface, but only mßG/AIDA displayed enzymatic activity. The rate of substrate hydrolysis by mßG/AIDA-BL21cells was 2.6-fold greater than by pßG-BL21 cells, which express periplasmic ßG. Human colon cancer HCT116 cells that were incubated with mßG/AIDA-BL21 bacteria were sensitive to a glucuronide prodrug (p-hydroxy aniline mustard ß-D-glucuronide, HAMG) with an half maximal inhibitory concentration (IC50) value of 226.53±45.4 µM, similar to the IC50 value of the active drug (p-hydroxy aniline mustard, pHAM; 70.6±6.75 µM), indicating that mßG/AIDA on BL21 bacteria could rapidly and efficiently convert HAMG to an active anticancer agent. These results suggest that surface display of functional ßG on bacteria can enhance the hydrolysis of glucuronide prodrugs and may increase the effectiveness of BDEPT.

Beyond-limit light focusing in the intermediate zone.

We experimentally verify that a new nanolens of a designed plasmonic aperture can focus visible light to a single line with its width smaller than the limit of half the wavelength in the intermediate zone. The experimental measurement indicates that while the near field plays a role to increase the spot size in the near zone, it is negligible at the beyond-limit focused region; i.e., the focused light is dominated by the radiative fields. The image taken by the optical microscope shows that the fields focused have propagated to the far zone. Besides being of academic interest, the nanolens capable in achieving a lower diffraction limit in the intermediate zone is important for application possibilities.

Surveillance of antimicrobial resistance of Salmonella enterica serotype Typhi in seven Asian countries.

Two hundred and four Salmonella enterica serotype Typhi (S. Typhi) isolates were collected from seven Asian countries during 2002-2004. Multidrug-resistant S. Typhi (resistant to > or = 3 antibiotics) was detected in 84 (41.2%) isolates and 142 (69.6%) showed reduced susceptibility to ciprofloxacin (minimum inhibitory concentration=0.125-1.0 mg/l). This study highlights the worsening situation of antimicrobial resistance of S. Typhi in Asia.

Hepatocellular carcinoma in renal transplant recipients.

OBJECTIVE: Renal transplant recipients display an increased risk of malignancy due to long-term immunosuppression. The type and incidence of malignancies vary geographically. Hepatocellular carcinoma (HCC) is a leading cause of malignancy in posttransplantation recipients in Taiwan, which is an endemic area for hepatitis B. We performed a retrospective study to investigate the clinical features of HCC among our renal transplant recipients. METHODS: Between 1988 and 2006, 15 patients of the 554 kidney recipients followed up at our transplantation clinic were diagnosed with HCC. The medical records corresponding to these 15 patients were reviewed for age, gender, initial presentation and symptoms, posttransplant duration, immunosuppressive regimens, graft and patient survival, treatment of HCC, and outcomes. RESULTS: Fifteen recipients developed HCC, (2.7%), of whom 11 were men. Four patients were hepatitis B surface antigen (HBsAg)-positive, 4 were anti-hepatitis C antibody (anti-HCV Ab)-positive, and another 7 were negative for HBsAg and/or anti-HCV Ab. The mean age at the time of HCC diagnosis was 52 +/- 12 years, with a mean posttransplantation duration to HCC of 83 +/- 48.4 months. Over a follow-up period of 59.9 +/- 39.1 months, 8 patients remained alive and 7 died. Among these 7 individuals, 6 had no treatment for HCC and died rapidly (<3 months) and, 1 underwent hepatic lobectomy but died 6 months later due to liver failure. All 8 surviving patients received treatment: 4 underwent transarterial embolization (TAE) and the other 4 underwent surgery. As of July 2006, the average survival was 68 months. Three of these 8 patients had graft failure, including 2 whom have returned to maintenance hemodialysis and 1 who had a successful second graft. CONCLUSION: HCC is a major cancer among renal recipients in Taiwan. In our center the outcomes of treatable patients were good. Our study revealed that either TAE or surgery resulted in excellent survival rates. It is necessary to adjust the immunosuppressive regimen in patients with HCC and to detect a malignancy at an early stage to improve the outcomes.

Incidence and risk factors of new-onset diabetes mellitus after renal transplantation.

PURPOSE: New-onset diabetes mellitus (PTDM), a major metabolic complication after renal transplantation, examined for incidence and risk factors. METHODS: The records of 358 renal transplant recipients with functioning grafts, from 1986 to 2006, were categorized into two groups according to the usage of tacrolimus (FK): FK-based (n = 120 patients) and non-FK-based (n = 238). Using Kaplan-Meier survival analysis and a Cox regression model, this study analyzed the cumulative incidence of PTDM and risk factors, including gender, age, and presence of hepatitis. RESULTS: Cumulative incidences of PTDM after 1, 3, and 5 years posttransplantation in the FK-based group were 11%, 18%, and 22%, respectively. In the non-FK-based group, the cumulative incidences were 5%, 9%, and 12% (P = .01). Taking into account the risk factors, the cumulative incidence of PTDM was significant among patients 51 years or older (odds ratio, 3.965; P = .005), but not with regard to gender or presence of hepatitis B and/or C. Overall cumulative incidence of PTDM in our series was 15% (54/358), including 44% (24/54) of cases that occurred within 1 year after renal transplantation. CONCLUSION: FK is more diabetogenic than cyclosporine or sirolimus. Older age (> or =51 years) is a significant risk factor, in contrast to hepatitis and gender. About half of these cases of PTDM occurred within 1 year after transplantation. These results suggest that aggressive monitoring of blood sugar is necessary for early detection of PTDM.

The experience of biliary tract complications after liver transplantation.

AIM: To report the morbidity and mortality of patients who undergo liver transplantation with or without T-tube implantation after choledochocholedochostomy as well as to discuss management of biliary complications. PATIENTS AND METHODS: We performed a retrospective review of 104 liver transplantations from August 2001 to February 2006, including 51 patients who underwent choledochocholedochostomy with a T-tube (group A) and 53, without a T-tube (group B). We compared the clinical characteristics, operative methods, biliary complications, morbidity, mortality, and management of complications. RESULTS: Between the two groups, there were no significant differences in clinical characteristics, including sex, age, and indication for liver transplantation (hepatitis B virus, hepatitis C virus, alcoholic liver cirrhosis, or hepatocellular carcinoma), Child-Pugh classification, Model for End-stage Liver Disease score, and operative macroscopic/microscopic findings. Additionally, there was no significant difference in biliary complications. Among these 104 patients, 14 (13.5%) developed biliary complications: seven anastomotic strictures, two intrahepatic duct strictures, two anastomotic stricture combined intrahepatic duct stricture, one bile leakage, one bile leakage combined with anastomotic stricture, and one external biliary compression. Nine patients with anastomotic stricture underwent endoscopy with a stent, which was successful only in two patients. The other six patients underwent choledochojejunostomy with excellent results. CONCLUSIONS: This study showed choledochocholedochostomy with or without a T-tube after liver transplantation did not influence the biliary complications. The biliary complications of anastomotic stricture after liver transplantation can be managed by endoscopy with a stent. If endoscopy fails, surgical intervention should be considered immediately.