• Title/Summary/Keyword: prostate gland

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Multi-class Classification of Histopathology Images using Fine-Tuning Techniques of Transfer Learning

  • Ikromjanov, Kobiljon;Bhattacharjee, Subrata;Hwang, Yeong-Byn;Kim, Hee-Cheol;Choi, Heung-Kook
    • Journal of Korea Multimedia Society
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    • v.24 no.7
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    • pp.849-859
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    • 2021
  • Prostate cancer (PCa) is a fatal disease that occurs in men. In general, PCa cells are found in the prostate gland. Early diagnosis is the key to prevent the spreading of cancers to other parts of the body. In this case, deep learning-based systems can detect and distinguish histological patterns in microscopy images. The histological grades used for the analysis were benign, grade 3, grade 4, and grade 5. In this study, we attempt to use transfer learning and fine-tuning methods as well as different model architectures to develop and compare the models. We implemented MobileNet, ResNet50, and DenseNet121 models and used three different strategies of freezing layers techniques of fine-tuning, to get various pre-trained weights to improve accuracy. Finally, transfer learning using MobileNet with the half-layer frozen showed the best results among the nine models, and 90% accuracy was obtained on the test data set.

Multiparametric MRI of Prostate Cancer after Biopsy: Little Impact of Hemorrhage on Tumor Staging

  • Choi, Moon Hyung;Jung, Seung Eun;Park, Yong Hyun;Lee, Ji Youl;Choi, Yeong-Jin
    • Investigative Magnetic Resonance Imaging
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    • v.21 no.3
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    • pp.139-147
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    • 2017
  • Purpose: To evaluate differences in staging accuracy of prostate cancer according to the extent of hemorrhage on multiparametric MRI performed after biopsy. Materials and Methods: We enrolled 71 consecutive patients with biopsy-proven prostate cancer. Patients underwent MRI followed by a prostatectomy at our institution in 2014. Two radiologists reviewed the MRI to determine the tumor stage. Correlation between biopsy-MRI interval and extent of hemorrhage was evaluated. Regression analyses were used to determine factors associated with accuracy of tumor staging. Results: The mean interval between biopsy and MRI was $17.4{\pm}10.2days$ (range, 0-73 days). The interval between prostate biopsy and MRI and the extent of hemorrhage were not significantly correlated (P = 0.880). There was no significant difference in the accuracy rate of staging between the small and large hemorrhage groups. Conclusion: Biopsy-induced hemorrhage in the prostate gland is not sufficiently absorbed over time. The extent of hemorrhage and the short interval between biopsy and MRI may not impair tumor detection or staging on multiparametric MRI.

Comparative Anatomy of the Family Bithyniidae (Prosobranchia : Mesogastropoda)

  • Kim, Jae-Jin
    • The Korean Journal of Malacology
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    • v.21 no.2 s.34
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    • pp.133-145
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    • 2005
  • Eight species of bithyniids, Bithynia leachi, B. tentaculata, B. siamensis, B. misella, B. kiusiuensis, B. striatula, Bithynia sp. from Nepal and Gabbia australis were collected from 1957 to 1988. The samples were relaxed with pentobarbital and fixed with 70% ethyl alcohol. There was no significant difference in internal structure of soft body, except the male reproductive system. The alimentary canal of the bithyniids consisted of mouth, buccal mass, esophagus, stomach, intestine, rectum and anus. The heart consisted of an auricle and a ventricle, located at left side of the stomach in the visceral hump. The ctenidium comprised 40-70 subtriangular lamellae. Eight ganglia were located around upper esophagus. The female reproductive system comprised ovary, oviduct, spermaaheca, and albumin gland. The male reproductive system was composed of testis, seminal vesicle, prostate gland, vas deferens, penial duct, and penis in order. Male was distinguished externally from the female by a bifid penis.

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Ambivalent effects of genistein on the male reproductive systems of mice

  • Jung, Eun-Yong;Baek, In-Jeoung;Kang, Jong-Koo;Nam, Sang-Yoon
    • Proceedings of the Korean Society of Toxicology Conference
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    • 2001.05a
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    • pp.165-166
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    • 2001
  • Genistein, a soybean-originated isoflavone, is an anticancer agent preventing various cancers including prostate, uterus, and mammary gland cancers. However, recently, genistein has been classified into a potential endocrine disruptor, because it binds to estrogen receptors and causes reproductive disturbances in some animals.(omitted)

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Purinergic regulation of calcium signaling and exocytosis in rat prostate neuroendocrine cells

  • Kim, Jun-Hee;Kim, Mean-Hwan;Koh, Duk-su;Park, So-Jung;Kim, Soo-Jung;Nam, Joo-Hyun;Lee, Jee-Eun;Uhm, Dae-Yong;Kim, Sung-Joon
    • Proceedings of the Korean Biophysical Society Conference
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    • 2003.06a
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    • pp.54-54
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    • 2003
  • Prostate gland contains neuroendocrine cells (PNECs) are playing important roles in physiological and pathophysiological processes of the prostate gland. Here, we investigated the role of purinoceptors in PNECs freshly isolated from rat ventral prostate (RPNECs) that show immunoreactivity to chromogranin A. Fura-2 ratiometry revealed that ATP evokes both fast Ca$\^$2+/ influx and store Ca$\^$2+/ release in RPNECs. A whole-cell patch clamp study demonstrated fast inactivating cationic current activated by ATP or by ${\alpha}$,${\beta}$-MeATP, which was blocked by ATP-TNP. The activation of P2X inward current was tightly associated with a sharp increase in [Ca$\^$2+/]$\sub$c/. The presence of P2X1/3 subtypes were proved by RT-PCR analysis. For the stored Ca$\^$2+/ release, ATP and UTP showed similar effects, suggesting the dominant role or P2Y2 subtypes, also confirmed by RT-PCR. Both P2X (${\alpha}$,${\beta}$-MeATP) and P2Y (UTP) stimulation induced changes in the cell morphology (initial shrinkage and blob formation on the surface) reversibly. Exocytotic membrane trafficking events were monitored with the membrane-bound fluorescent dye, FM1-43 using confocal microscopy. In spite of the similar Ca$\^$2+/ responses, UTP was far less effective in triggering exocytosis than ${\alpha}$,${\beta}$ -MeATP. Since serotonin is reportedly stored in the secretory granule of PNECs, we directly examined whether the aforementioned agonists elicit release of serotonin using carbon fiber electrode-amperometry. In accordance with the results of FM1 -43 experiments, ${\alpha}$,${\beta}$-MeATP efficiently evoke serotonin secretion while not with UTP. In summary, the P2X-mediated Ca$\^$2+/ influx plays crucial roles in the exocytosis of RPNECs. Although a global increase in [Ca$\^$2+]$\sub$c/ might be related with the morphological changes, a sharp rise of [Ca$\^$2+/]$\sub$c/ in the putative sub-plasmalemmal ‘microdomains’ might be a decisive factor for the exocytosis.

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Imaging Assessment of Primary Prostate Cancer, Focused on Advanced MR Imaging and PET/CT (자기공명영상과 PET/CT를 중심으로 한 전립선 암의 영상 진단)

  • Jang, Jin-Hee;Byun, Jae-Young;Kim, Min-Sung;Lee, Young-Joon;Oh, Sun-Nam;Rha, Sung-Eun;Yoo, Ie-Ryung
    • Investigative Magnetic Resonance Imaging
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    • v.12 no.2
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    • pp.89-99
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    • 2008
  • Imaging assessment of prostate cancer is one of the most difficult sections of oncology imaging. Detecting, localizing and staging of the primary prostate cancer by preoperative imaging are still challenging for the radiologist. Magnetic resonance (MR) imaging provides excellent soft tissue contrast and is widely used for solid organ imaging, but results of preoperative imaging of the prostate gland with conventional MR imaging is unsatisfactory. Positron emission tomography and computed tomography (PET/CT) is the cornerstone in oncology imaging, but some limitations prohibit the assessment of primary prostate cancer with PET or PET/CT. Recent studies to overcome these insufficient accuracies of imaging evaluation of primary prostate cancers with advanced MR techniques and PET and PET/CT are reported. In this article, we review the imaging findings of prostate cancer on variable modalities, focused on MR imaging and PET/CT.

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Effect of Cynomorii Herba on the Sperm Concentration, Motility and Spermatogenesis in Male Rat (쇄양(鎖陽)이 백서(白鼠) 정자(精子)의 수(數), 운동성(運動性) 및 형성(形成)에 미치는 영향(影響))

  • Jung, Sun-Hyung;Jang, Jun-Bock;Lee, Kyung-Sub;Cho, Jung-Hoon
    • The Journal of Korean Obstetrics and Gynecology
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    • v.18 no.4
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    • pp.24-35
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    • 2005
  • Purpose : This study was conducted to investigate the effects of Cynomorii Herba (鎖陽) on the reproductive competence in male mice. Methods : We used 8-week-old Spraque-Dawley rats and administered the extract powder of Cynomorii Herba to 5 rats and normal saline to control group once in a day for 28 days. Then we observed the changes of body weight before and after administration of Cynomorii Herba extracts and normal saline. We isolated their testis surgically and observed the weight of testis, epididymis, vascular gland and prostate. Also we examined the total, normal and motile sperm concentration, the concentration of testicular catalase, peroxidase and configuration of testicular tissue before and after administration of Cynomorii Herba extracts and normal saline. Results : We found that the concentration of total, normal, motile sperm in testis of Cynomorii Herba treated group shows significant difference compared with the control group. The body weight, the weight of testis, epididymis and the concentration of testicular catalase and peroxidase were higher in the Cynomorii Herba treated group, on the other hand the weight of vascular gland was lower in the Cynomorii Herba. But the contents of above statement showed no significant difference. The weight of prostate showed lower in the control group statistically than that of the Cynomorii Herba treated group. We observed the seminiferous tubules taken shape minutely and the number of normal sperm increased in Cynomorii Herba treated group's testicular tissue. Conclusion This study shows that Cynomorii Herba may have an effect on the concentration, morphology and motility of sperm, the important factor in male fertility.

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Pro-(IL-18) and Anti-(IL-10) Inflammatory Promoter Genetic Variants (Intrinsic Factors) with Tobacco Exposure (Extrinsic Factors) May Influence Susceptibility and Severity of Prostate Carcinoma: A Prospective Study

  • Dwivedi, Shailendra;Singh, Sarvesh;Goel, Apul;Khattri, Sanjay;Mandhani, Anil;Sharma, Praveen;Misra, Sanjeev;Pant, Kamlesh Kumar
    • Asian Pacific Journal of Cancer Prevention
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    • v.16 no.8
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    • pp.3173-3181
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    • 2015
  • Background: It has been hypothesized that IL-18 (pro-) and IL-10 (anti-) inflammatory genetic variants at -607 C/A-137G/C and -819C/T,-592C/A, respectively, may generate susceptibility and severity risk with various modes of tobacco exposure in prostate carcinoma (PCa) patients. IL-18 is a pro-inflammatory cytokine expressed on various cells including prostate gland elements, and is a key mediator of immune responses with anti-cancerous properties. IL-10 is an anti-inflammatory cytokine that is associated with tumour malignancy which causes immune escape. Materials and Methods: The present study was conducted with 540 subjects, comprising 269 prostate carcinoma patients and 271 controls. Genotyping was performed by PCR-RFLP and confirmed by real time PCR probe-based methods. Results: The findings indicated that the mutant heterozygous and homozygous genotype CC and GC+CC showed significant negative associations (p=0.01, OR=0.21; 95% CI: 0.08-0.51 and p=0.011, OR=0.43; 95% CI: 0.22-0.81, respectively) thus, less chance to be diagnosed as cancer against GG genotype of tobacco smoking patients. In addition, a heterozygous GC genotype at the same locus of IL-18 pro-inflammatory cytokine may aggravate the severity (OR=2.82; 95%CI 1.09-7.29 :p=001) so that patients are more likely to be diagnosed in advanced stage than with the GG wild homozygous genotype. Our results also illustrated that anti-inflammatory cytokine (IL-10) genetic variants, although showing no significant association with susceptibility to cancer of the prostate, may gave profound effects on severity of the disease, as -819 TC (OR=4.60; 95%CI 1.35-15.73), and -592 AC (OR=5.04; 95%CI 1.08-25.43) of IL-10 in tobacco chewers and combined users (both chewers and smokers) respectively, are associated with diagnosis in more advanced stage than with other variants. Conclusions: We conclude that promoter genetic variants of IL-18 and IL-10 with various modes of tobacco exposure may affect not only susceptibility risk but also severity in prostate cancer.

Effect of Ethane 1,2-Dimethane Sulfonate (EDS) on the Accessory Sex Organs in Adult Rats : A Histological Study (Ethane 1,2-Dimethane Sulfonate(EDS)가 성체 흰쥐의 부속 생식기관에 미치는 효과 : 조직학적 연구)

  • Lee, Won-Yong;Lee, Sung-Ho
    • Development and Reproduction
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    • v.13 no.2
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    • pp.105-114
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    • 2009
  • Ethane 1,2-dimethane sulfonate (EDS) is a well-known alkylating agent used as selective Leydig cell (LC) toxicant to create a testicular dysfunction model. Previous studies including our own clearly demonstrated the dramatic weight loss of the androgen dependent accessory sex organs such as epididymis, seminal vesicle and prostate gland in this 'LC knock-out' rats. The present study was performed to evaluate the effect of EDS administration on histological changes of the epididymis, seminal vesicle and prostate in adult rats. Adult male Sprague-Dawley rats (350$\sim$400 g B.W.) were injected with a single dose of EDS (75 mg/kg, i.p.) and sacrificed on weeks 0, 1, 2, 3, 4, 5, 6 and 7. Tissue weights (testis, epididymis, seminal vesicle and prostate gland) were measured. The histological changes of tissue were observed by a light microscopy using hematoxylin & eosin staining. Weights of the reproductive and accessory organs progressively declined after the EDS treatments (weeks 1, 2 and 3). After this, the decrease was stopped, then gradually returned to the normal levels. There was a partial (about 60%) recovery of the epididymis weight during weeks $6{\sim}7$. The cross section of epididymis revealed an increase in thickness of the epithelium during weeks $1{\sim}3$. In contrast, considerable reduction of epithelial thickness in seminal vesicle was observed during same period. Similarly, a reduction in thickness of prostate epithelial layer was found during weeks $1{\sim}3$, then it was back to normal thickness after week 4. Taken together, the present study demonstrated that the temporally induced androgen-deficiency by EDS treatment could result the prominent alterations in histology of the accessory sex organs. Further studies on the physiological and molecular regulation of these androgen-sensitive organs using EDS model will be helpful to understand the normal and pathological development and differentiation mechanism of these organs.

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Study on the effect of Yukmijihwangwon(YMJHW) and Taeyoungjeon(TYJ) extract on the Meridian of Human body and Active oxygen (육미지황원(六味地黃元) 및 대영전(大營煎)이 인체경락기능(人體經絡機能)과 활성산소(活性酸素)에 미치는 영향(影響)에 관(關)한 실험적(實驗的) 연구(硏究))

  • Cho, Ki-Yong;Yoo, Dong-Yeol
    • The Journal of Korea CHUNA Manual Medicine
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    • v.1 no.1
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    • pp.91-102
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    • 2000
  • To prove the effect of Yukmijihwngwon(YMJHW) and Taeyoungjeon(TYJ) extract on the Meridian of Human body and Active oxygen experimentally, ORS & Free Radical of extract and precipitate of YMJHW and TYJ was measured. The results were summarized as follows; 1. TYJ extract, as a result of measuring QRIS, had a considerable effect on the function of pituitary gland, the 4th cervical vertebra and the 1 st lumbar vertebra. 2. TYJ precipitate, as a result of measuring QRIS, had a considerable effect on the function of liver, uterus, and vertebra. 3. YMJHW extract, as a result of measuring QRIS, had a considerable effect on the function of lung, adrenalin gland, bladder, prostate gland, ovaria, the 2nd cervical vertebra, the 3rd cervical vertebra, the 5th cervical vertebra, the 6th cervical vertebra, the 2nd lumbar vertebra, the 4th lumbar vertebra and the 5th lumbar vertebra. 4. YMJHW precipitate, as a result of measuring QRIS, had a considerable effect on the function of spleen, lung, kidney, adrenal gland, bladder, ovaria, the 2nd cervical vertebra, the 6th cervical vertebra, the 7th cervical vertebra, the 2nd lumbar vertebra, the 5th lumbar vertebra, sacrum, and knee joint. 5. As a result of measuring Free Radical, the level of TYJ is higher than YMJHW. It is thiut that's because of Duchung and roasted Gamcho. 6. As an order of QRIS levels, YMJHW precipitate is the highest, YMJHW extract is next, TYJ extract and TYJ precipitate. These results suggested that TYJ and YMJHW be usefully applied for suppressing of abnormal Meridian and noxious oxygen, preventing and curing all the disease.

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