Image fusion currently plays an important role in the diagnosis of prostate cancer (PCa). Selecting and developing a good image fusion algorithm is the core task of achieving image fusion, which determines whether the fusion image obtained is of good quality and can meet the actual needs of clinical application. In recent years, it has become one of the research hotspots of medical image fusion. In order to make a comprehensive study on the methods of medical image fusion, this paper reviewed the relevant literature published at home and abroad in recent years. Image fusion technologies were classified, and image fusion algorithms were divided into traditional fusion algorithms and deep learning (DL) fusion algorithms. The principles and workflow of some algorithms were analyzed and compared, their advantages and disadvantages were summarized, and relevant medical image data sets were introduced. Finally, the future development trend of medical image fusion algorithm was prospected, and the development direction of medical image fusion technology for the diagnosis of prostate cancer and other major diseases was pointed out.
Objective To investigate the application of the dynamic contrast enhanced MRI (DCE-MRI ) combined with magnetic resonance spectroscopy (MRS) in the diagnosis of prostate cancer. Method A total of 60 patients with prostate cancer and 60 patients with benign prostatic hyperplasia diagnoses in Sichuan Cancer Hospital from January 2011 to January 2014 were included as prostate cancer group and proliferative group respectively. Sixty healthy individuals during the same period were included as the control group. We used Siemens Avanto 1.5 T high field superconducting MRI for DCE-MRI scan and MRS scan. After the MRS scan was finished, we used the workstation spectroscopy tab spectral analysis. Eventually we got the crest lines of prostate metabolites choline (Cho), creatine (Cr) and citrate (Cit). Then we calculated Cho/Cit, (Cho+Cr)/Cit and their average. Results Comparing the signal value in 21 seconds, 1 minute, 2 minutes of DCE-MRI, the differences among the three groups were statistically significant (P<0.05). Comparing the results of spectral analysis, the differences among the three groups were statistically significant (P<0.05). The sensitivity was 89.67%, the specificity was 95.45% and the accuracy was 94.34% when using DCE-MRI combined with MRS. Conclusion DCE-MRI combined with MRS greatly improves the sensitivity, specificity and accuracy of the diagnosis of prostate cancer; it has a great application value in the diagnosis of prostate cancer.
Prostate cancer is the most common malignant tumor in male urinary system, and the morbidity and mortality rate are increasing year by year. Traditional imaging examinations have some limitations in the diagnosis of prostate cancer, and the advent of molecular imaging probes and imaging technology have provided new ideas for the integration of diagnosis and treatment of prostate cancer. In recent years, prostate-specific membrane antigen (PSMA) has attracted much attention as a target for imaging and treatment of prostate cancer. PSMA ligand positron emission tomography (PET) has important reference value in the diagnosis, initial staging, detection of biochemical recurrence and metastasis, clinical decision-making guidance and efficacy evaluation of prostate cancer. This article briefly reviews the clinical research and application progress on PSMA ligand PET imaging in prostate cancer in recent years, so as to raise the efficiency of clinical applications.
ObjectiveTo systematically review the correlation between E-cadherin expression and prostate cancer, as well as its clinicopathologic features in Chinese population. MethodsSuch databases as PubMed, EMbase, CBM, CNKI, VIP and WanFang Data were electronically searched from their inception to December, 2015 to collect case-control studies about the correlation between E-cadherin expression and prostate cancer, as well as its clinically pathologic features in Chinese population. Two reviewers independently screened literature, extracted data and assessed the risk of bias of included studies. Then, meta-analysis was performed using RevMan 5.3 software. ResultsA total of 21 studies were included, involving 920 prostate cancer cases, 415 benign prostatic hyperplasia cases, and 48 controls. The results of meta-analysis showed that the prostate cancer group had a lower E-cadherin expression level when compared with the benign prostatic hyperplasia group (OR=0.07, 95%CI 0.05 to 0.11, P<0.00001) or the control group (OR=0.04, 95%CI 0.01 to 0.18, P<0.00001). Moreover, the expression level of E-cadherin was lower in the low and medium differentiation group than in the high differentiation group (OR=0.13, 95%CI 0.08 to 0.23, P<0.00001), lower in the stage of C+D than in the stage of A+B (OR=0.23, 95%CI 0.15 to 0.34, P<0.00001), and lower in the prostate cancer with metastasis (OR=0.46, 95%CI 0.27 to 0.79, P=0.005) and it was decreased gradually with the increment of pathological differentiation and clinical stage of prostate cancer and with the decrement of lymph node or bone metastasis and serum PSA level. ConclusionCurrent evidence indicates that the expression level of E-cadherin is significantly correlated with prostate cancer and its clinicopathologic features in Chinese population. Due to limited sample size and quality of included studies, the conclusion needs to be verified by conducting more high quality studies.
Objective To investigate the effect of epristeride on 5-alpha-reductase activity and androgen receptor levels in prostate tissue. Methods Forty patients with benign prostate hyperplasia were randomly divided into the trial group and the control group with 20 in each group. Patients in the trial group were administered oral epristeride and terazosin, while those in the control group were given just terazosin. All patients underwent trans-urethral resection of the prostate after two weeks, and then the 40 samples of prostate were tested immunohistochemically for 5-alpha-reductase activities and androgen receptor levels. Results The 5-alpha-reductase in prostate tissue was not stained or lightly stained in the trial group, while it was heavily stained in the control group. The androgen receptor in prostate tissue was heavily stained in both groups. Conclusion Oral epristeride can inhibit the activity of 5-alpha-redutase in prostate tissue, but it has no obvious effect on the androgen receptor level in prostate tissue.
ObjectiveTo investigate the expression of tumor necrosis factor-α (TNF-α) in prostate cancer tissue and explore its relations with tumor angiogenesis. MethodsThe expression of TNF-α and CD105 were detected with two-step immunohistochemical staining technique in 20 cases of benign prostatic hyperplasia and 50 cases of prostate cancer between January 2010 and January 2012, and microvessel density (MVD) marked with CD105 was also measured. ResultsThe expressions of TNF-α and CD105 were higher in prostate cancer (41.72±8.67, 20.15±2.67) than those in benign prostatic hyperplasia (21.01±3.85, 4.34±1.67) (t'=13.990, P<0.001; t'=29.771, P<0.001). TNF-α and MVD were not correlated with age and size of tumor, but were positively correlated with tumor differentiation degree (rs=0.847, P<0.001; rs=0.776, P<0.001) and negatively correlated with clinical grades (rs=-0.769, P<0.001; rs=-0.842, P<0.001). ConclusionThe result indicates that over expression of TNF-α exists in prostate cancer. It may play an important role in the anginogenesis and carcinogenesis of prostate cancer.
Objective To systematically review the effectiveness and safety of radiotherapy combined with short-term or long-term hormonal therapy for prostate cancer. Methods Databases including EMbase, PubMed, Web of Science, CENTRAL and CBM were searched from inception to August 2012 to collect the randomized controlled trials (RCTs) on radiotherapy combined with short-term or long-term hormonal therapy for prostate cancer. According to the inclusion and exclusion criteria, data of the included studies were extracted, and the methodological quality was evaluated. Then meta-analysis was performed using RevMan 5.1, and the evidence qualities and recommendation levels were determined according to the GRADE System. Results A total of 6 RCTs involving 3157 patients were included. The results of meta-analysis showed that there were no significant differences in the overall survival rate (RR=0.95, 95%CI 0.91 to 1.00) and the disease-free survival rate (RR=0.73, 95%CI 0.46 to 1.13) between the radiotherapy plus short-term hormonal therapy group (the short-term group) and the radiotherapy plus long-term hormonal therapy group (the long-term group). The long-term group was superior to the short-term group in biochemical failure-free survival rate (RR=0.81, 95%CI 0.68 to 0.97), clinical progression rate (RR=1.61, 95%CI 1.44 to 1.80), and prostate cancer-specific mortality (RR=1.44, 95%CI 1.16 to 1.80). Based on the GRADE system, the evidence level of biochemical failure-free survival was moderate with a weak recommendation; the evidence level of disease-free survival was low with a weak recommendation; the evidence level of overall survival was high with a weak recommendation; and the evidence levels of clinical progression rate and prostate cancer-specific mortality were high with a b recommendation. Conclusion Currently, the limited evidence shows extending the length of hormone therapy is beneficial for patients with localized prostate cancer and locally advanced prostate cancer, especially for patients with high Gleason score, but it cannot raise overall survival rate and disease-free survival rate. This conclusion still needs to be further proved by more high-quality and large-scale RCTs.
Prostate cancer ranks second among the causes of death of malignant tumors in middle-aged and elderly men. A considerable number of patients are not easily detected in early-stage prostate cancer. Although traditional imaging examinations are of high value in the diagnosis and staging of prostate cancer, they also have certain limitations. With the development of nuclear medicine instruments and molecular probes, molecular imaging is playing an increasingly important role in the diagnosis and treatment of prostate cancer. Positron emission tomography and computed tomography (PET/CT) using prostate-specific membrane antigen (PSMA) as a probe has gained increasing recognition. This article will review the latest progress in the application of PET/CT using probes for targeting PSMA to imaging and treatment of prostate cancer, in order to provide a theoretical basis for the application of probes for targeting PSMA in the diagnosis and treatment of prostate cancer.
ObjectiveTo assess whether hyperlipoidemia affects the occurrence and progression of prostate cancer (PCA). MethodsA hospital based retrospective study was carried out in Zhangzhou Affiliated Hospital of Fujian Medical University using data from a total of 112 cases of PCA, which underwent radical prostatectomy due to suspected PCA and confirmed by prostate biopsy pathology. ResultsOf the 112 PCA patients, 64 (57.14%) were PCA with hyperlipoidemia (PCA-H). Compared with PCA patients, the patients of PCA-H patients had younger onset age (65.0±5.0 vs. 67.8±3.7, P=0.001), increased prostate volume (75.0±11.7 mL vs. 54.5±8.5 mL, P < 0.001), increased level of TPSA (61.4±23.3 ng/mL vs. 33.4±14.9 ng/mL, P < 0.001), and Gleason grade (6.9±1.8 vs. 5.0±1.9, P < 0.001), later clinical stage (P < 0.001), shorter survival time (49.8±12.7 months vs. 57.3±6.2 months, P < 0.001) and decreased 5 years of survival rate (51.6% vs. 77.1%, P=0.006). The level of cholesterol, triglyceride and high density lipoprotein was significantly associated with the rejuvenation of onset age, the enlargement of prostate volume, increasing of serum TPSA, the progression of TNM clinical stage, increasing of Gleason grade, shorten of survival time and dropping of 5 years of survival rate (P < 0.05). In multiplefactor regression analysis, only hyperlipoidemia (OR=3.204, P=0.022) and Gleason grade (OR=8.611, P < 0.001) were the independent risk factors of prognosis. ConclusionThe situation of PCA with hyperlipoidemia is frequently noted in clinics, and hyperlipoidemia may be one of the risk factors in the processes of PCA growth and progression.