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Agung Tri Cahyono
"Kanker prostat berkontribusi terhadap 366.000 kematian laki-laki setiap tahun. Radiasi merupakan salah satu modalitas tatalaksana dalam pengobatan kanker prostat. Adenokarsinoma prostat merupakan jenis kanker prostat yang paling banyak dan diketahui memiliki radioresistensi yang tinggi. Asam galat merupakan salah satu jenis asam fenolik yang dapat ditemukan secara alamiah pada berbagai macam tanaman. Asam galat dilaporkan memiliki berbagai macam karakteristik biologis yang berperan dalam membunuh cell line dan xenograf kanker. Tujuan dari penelitian ini adalah untuk meninjau potensi asam galat sebagai radiosensitizer pada cell line dan xenograf kanker prostat. Penelitian ini merupakan penelitian tinjauan sistematis yang ditulis berdasarkan pada panduan Preferred Reporting Items for Systematic Reviews and Meta-analyses(PRISMA). Pencarian artikel dilakukan di PubMed, EBSCO, dan Scopus. Tinjauan sistematis ini berfokus pada studi preklinik karena belum adanya uji klinis pada topik terkait. Populasi yang dipelajari pada studi ini adalah berbagai cell line dan xenograf kanker prostat manusia. Intervensi yang ditinjau adalah pemberian asam galat pada berbagai dosis dan durasi. Pembanding yang digunakan adalah kelompok kontrol yang menerima intervensi kontrol atau plasebo dan penggunaan cell line prostat normal yang representatif. Luaran yang dinilai adalah penurunan kemampuan bertahan hidup cell line dan xenograf yang diukur melalui berbagai parameter yang meliputi kematian sel, pertumbuhan sel, apoptosis, migrasi sel, pembentukan ROS, hambatan siklus sel,dan kerusakan DNA. Pencarian literatur dilakukan menggunakan kata kunci yang berdasarkan pada pertanyaan PICO dan ditulis menggunakan operator Boolean.Sebanyak 11 artikel penelitian yang menggunakan berbagai macam cell line dan xenograf kanker prostat manusia meliputi DU145, PC-3, LNCaP, dan xenograf 22Rv1 disertakan pada studi ini. Asam galat memiliki potensi sebagai radiosensitizer dengan melibatkan berbagai mekanisme yang berujung pada penurunan viabilitas sel, proliferasi sel, migrasi sel, invasi sel, peningkatan apoptosis, hambatan siklus sel, kerusakan DNA, dan pembentukan ROS. Mekanisme kerja utama asam galat sebagai radiosensitizer yang potensial yaitu dengan meningkatkan aktivasi caspase-3 dan caspase-9 yang menyebabkan apoptosis serta menurunkan kadar CDK, cyclin, dan cdc25 fosfatase yang menyebabkan siklus sel terhambat pada fase G2-M. Asam galat memiliki potensi untuk digunakan sebagai radiosensitizer dalam penatalaksanaan kanker prostat. Dibutuhkan Universitas Indonesia viii studi klinis lebih lanjut menggunakan derivat asam galat dengan lipofilisitas yang lebih baik.

Prostate cancer contributes to 366.000 mortality of men every year. Radiation is one of the available modalities widely used in the treatment of prostate cancer. Prostate adenocarcinoma accounts for majority of prostate cancer cases, and it was found to be highly radioresistant. Radioresistance of prostate cancer is contributed by many different factors, including resistance to reactive oxygen species (ROS),increased DNA repair activation, and the expression of differentially expressed genes including INHBA, CD22, and MAP2K5. Gallic acid is a phenolic acid naturally occurring in many plants and it is reported to exhibit biological activities in eliminating cancer cell lines and xenografts. The purpose of this study is to review gallic acid as a potential radiosensitizer in prostate cancer cell line and xenograft. This study is a systematic review written in adherence to the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) guidelines. Article search was conducted in PubMed, EBSCO, and Scopus. The systematic review focused on preclinical studies in regards to the absence of clinical trial done on the topic. The populations for the review include different types of human prostate cancer cell line and xenograft.Intervention reviewed in the study is gallic acid administration in different dosages and duration. Comparators in the study are control group receiving control treatment or placebo and representative normal prostate cell line. The outcome is the inhibition of the cancer cell and xenograft survivability measured in various parameters including cell death, cell growth, apoptosis, cell migration, ROS formation, cell cycle arrest, and DNA breakage. The literature search was done using keywords based on the PICO question and utilizing Boolean operators as needed. A total of 11 studies using different cell lines including DU145, PC-3, LNCaP, and 22Rv1 xenograft of human prostate cancer were reviewed in this paper. Gallic acid has potential as a radiosensitizer by involving various mechanisms that resulted in decreased cell viability, cell proliferation, cell migration, cell invasion, angiogenesis, and increased apoptosis, cell cycle arrest, DNA damage, and ROS formation. Gallic acid exerts its radiosensitizer characteristic mainly by increasing caspase-3 and caspase-9 activation resulting in apoptosis, while also reducing intracellular CDKs, cyclins, and cdc25 phosphatases ultimately causing G2-M cell cycle arrest. Gallic acid has a potential to be a new radiosensitizer compound in prostate cancer treatment. Additional clinical studies using gallic acid derivatives with higher lipophilicity are needed.
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Jakarta: Fakultas Kedokteran Universitas Indonesia, 2020
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UI - Tugas Akhir  Universitas Indonesia Library
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Raga Manduaru
"Pendahuluan: Kanker prostat merupakan jenis kanker yang paling sering kedua dan penyebab kematian kelima terbanyak di kalangan pria di seluruh dunia. Meskipun ada kemajuan dalam terapi, masalah kekambuhan dan resistensi terhadap pengobatan masih menjadi perhatian, seperti kanker prostat metastasis resisten kastrasi (MCRPC) yang tidak merespons terapi pengurangan androgen tradisional. Penghambat Poly ADP-ribose polymerase (PARP) dianggap sebagai pengobatan yang menjanjikan untuk pasien MCRPC. Oleh karena itu, kombinasi terapi PARP dan antiandrogen perlu dievaluasi.
Bahan & Metode: Review sistematis dilakukan dengan mengikuti panduan Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA). Pencarian literatur dilakukan pada lima basis data yang berbeda dan disaring sesuai dengan kriteria PICO yang ditentukan. Pengambilan data dilakukan untuk membandingkan Kelangsungan Hidup Bebas Progresi (PFS), Kelangsungan Hidup Keseluruhan (OS), Kualitas Hidup Terkait Kesehatan (HRQOL), dan efek samping, dilanjutkan dengan analisis kuantitatif.
Hasil & Diskusi: Sebanyak empat RCT yang memenuhi syarat, termasuk dua studi besar, dimasukkan dalam penelitian ini. Analisis PFS menunjukkan penurunan risiko yang signifikan dengan rasio bahaya (HR) sebesar 0.53 (95% CI 0.43-0.66;p<0.001). Hasil serupa juga ditemukan dengan penurunan risiko kematian dengan OS HR sebesar 0.75 (95% CI 0.58-0.97;p=0.03). Analisis HRQOL pada Functional Assessment of Cancer Therapy - Prostate (FACT-P) melaporkan hasil yang tidak signifikan [HR=0.97 (95% CI 0.80-1.17;p=0.72)], dengan hasil serupa pada skor rasa sakit terburuk BPI-SF [HR=0.66 (95% CI 0.32-1.35;p=0.26). Analisis efek samping cukup menarik dengan penurunan risiko pada efek samping ringan dan risiko lebih besar pada kejadian efek samping yang parah, dengan efek kumulatif perbedaan efek samping yang tidak signifikan antara kedua kelompok [HR=1.13 (95% CI 0.79-1.62;p=0.49).
Kesimpulan: Penambahan penghambat PAPR pada pengobatan pasien mCRPC secara signifikan meningkatkan PFS dan OS tanpa memberikan dampak negatif pada HRQoL dan efek samping. Studi lanjutan harus dilakukan untuk menentukan manfaatnya dalam berbagai pengaturan.

ntroduction: Prostate cancer is the second most common cancer and the fifth leading cause of death among men worldwide. Despite the advancement in therapy, recurrence and resistancy after treatment is still a concerning issue, such as metastatic castration-resistant prostate cancer (MCRPC) which is resistant to traditional androgen-deprivation therapy (ADT). Poly ADP-ribose polymerase (PARP) inhibitor is hailed as a promising treatment for MCRPC patients. Thus, combination therapy on PARP and antiandrogen should be evaluated.
Material & Methods: Systematic review was conducted by adhering to the Preferred Reporting Items for Systematic Review and Meta-Analysis (PRISMA) statement. The literature search were conducted on five different databases and screened against the predetermined PICO criteria. Data extraction were completed to compare Progression-Free Survival (PFS), Overall Survival (OS), Health-Related Quality of Life (HRQOL), and adverse effects, continued by quantitative analysis
Results & Discussion: A total of four eligible RCTs, comprising of two large studies were included. The PFS analysis has reported significant risk reduction with hazard ratio (HR) of 0.53 (95% CI 0.43-0.66;p<0.001). Similar results are also found with reduced risk of death with OS HR of 0.75 (95% CI 0.58-0.97;p=0.03). The HRQOL analysis on Functional Assessment of Cancer Therapy - Prostate (FACT-P) reported insignificant results [HR=0.97 (95% CI 0.80-1.17;p=0.72)], with similar results with the BPI-SF worst pain score [HR=0.66 (95% CI 0.32-1.35;p=0.26). The adverse effects analysis was quite interesting with risk reduction on mild adverse effects and
greater risk in severe adverse events, with a cumulative effect of insignificant adverse events difference among the two group [HR=1.13 (95% CI 0.79-1.62;p=0.49).
Conclusion: The addition of PAPR inhibitor to the treatment of mCRPC patients has significantly improved the rPFS and OS with no negative impact on HRQoL and adverse effects. Further studies should be conducted to determine the benefits in various settings.
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Jakarta: Fakultas Kedokteran Universitas Indonesia, 2023
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UI - Tugas Akhir  Universitas Indonesia Library
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Jupiter Sibarani
"Telah diketahui bahwa estrogen dan reseptor estrogen sangat berpengaruh pada sistem reproduksi, perkembangan payudara dan pembentukan kanker pada wanita. Namun efek estrogen pada sistem reproduksi pria serta mekanisme estrogen pada terjadinya kanker pada pria, khususnya kanker prosat masih belum jelas. Dari sekumpulan penelitian didapatkan kemungkinan estrogen dan reseptor estrogen berperan pada terjadinya kanker pada pria, terutama kanker prosat Reseptor estrogen dapat ditemukan pada stroma dan sel epitel prostat.

It is known that estrogen and estrogen receptors have a great influence on the reproductive system, breast development and the formation of cancer in women. However, the effect of estrogen on the male reproductive system and the mechanism of estrogen in the occurrence of cancer in men, especially prostate cancer, is still unclear. From a set of studies, it is possible that estrogen and estrogen receptors play a role in the occurrence of cancer in men, especially prostate cancer Estrogen receptors can be found in the stroma and epithelial cells of the prostate."
Jakarta: Fakultas Kedokteran Universitas Indonesia, 2008
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UI - Tesis Open  Universitas Indonesia Library
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Richard Arie Monoarfa
"Tujuan: Untuk mengetahui bagaimana upaya diagnosis kanker prostat yang dilakukan oleh spesialis urologidi Indonesia.
Metode: Dilakukan pembagian kuesioner yang dirancang sendiri kepada Spesialis Urologi di Indonesia. Kuesioner berisi 11 pertanyaan tentang jenis dan indikasi pemeriksaan yang dilakukan, serta fasilitas yang tersedia di tempat responden dalam penegakan diagnosis kanker prostat.
Hasil: Sebanyak 65 (36%) dari 182 (saat penelitian ini dilakukan) spesialis urologi di Indonesia mengembalikan formulir kuesioner. Dari jenis RS primer tempat bekerja terbanyak berasal dari RS swasta (35%), disusul RS pendidikan utama Fakultas Kedokteran (32%). Seluruh responden menjadikan lower urinary tract symptoms (LUTS) sebagai indikasi untuk melakukan pemeriksaan colok dubur. Selain itu 83% responden juga menjawab, peningkatan PSA sebagai salah satu indikasi pemeriksaan colok dubur. Pemeriksaan PSA dilakukan oleh 72% responden pada penderita dengan kecurigaan kanker prostat tanpa melihat usia. Sebanyak 66% responden mengerjakan sendiri pemeriksaan transrectal ultrasonografi (TRUS) dan biopsi, 18% merujuk pada sejawat lain di propinsi yang sama dan 15% tidak memiliki fasilitas TRUS dan biopsi di propinsi tempat bekerja. Sebanyak 75% responden memiliki fasilitas bone scan di Rumah Sakit primer, atau tersedia di RS pada propinsi yang sama. Indikasi tersering melakukan biopsi prostat adalah pada PSA lebih dari 10 ng/ml tanpa melihat usia. Sebanyak 86% responden melakukan biopsi pada kecurigaan kanker prostat melalui colok dubur tanpa melihat usia. Sembilan puluh persen responden menggunakan antibiotik profilaksis golongan Kuinolon untuk biopsi prostat. Sebanyak 46% menggunakan analgesia oral atau suppositoria atau kombinasi keduanya sebagai analgesia dalam biopsi prostat.
Kesimpulan: Dalam mendiagnosis kanker prostat, spesialis urologi di Indonesia melakukan pemeriksaan colok dubur, PSA dan TRUS biopsi prostat, namun masih terdapat perbedaan pendapat tentang indikasi dan waktu dilakukannya masing-masing pemeriksaan. Ketersediaan fasilitas diagnostik juga berpengaruh dalam diagnostik kanker prostat di Indonesia. Belum tersedianya guideline Nasional pada saat penelitian ini dilakukandiduga menyebabkan perbedaan pendapat tersebut.

Purpose: To get information on diagnosis of prostate cancer conducted by urologist in Indonesia.
Method: A self-constructed questionnare of 11 questions about the type and indication of the tests, as well as the available facilities at the place of the respondents to diagnose prostate cancer distributed to Indonesian Urologist.
Result: As much as 65 (36%) from 182 (when the survey was conducted) Indonesian Urologist returned the questionnare. Most of them worked in Private Hospital (35%), followed by Medical School Hospital (32%). All respondents performed DRE in patients with Lower Urinary Tract Symptoms (LUTS). Elevated PSA was also indication for conducting DRE in 83% respondents. PSA level was tested by 72% respondents in patients with suspicion of prostate cancer regardless of age. As much as 66% respondents did Trans Rectal Ultrasound (TRUS) and prostate biopsy by themselves, 18% referred to other urologists in the same province and 15% didn?t have TRUS and prostate biopsy facilities in their province. Bone scan was available in the Primary Hospital or another hospital in the province of 75% respondents. Main indication to perform prostate biopsy was elevated PSA level above 10ng/ml regardless of the age. Meanwhile, 86% respondents did prostate biopsy in suspiciousness of prostate cancer by DRE regardless of age. Most respondents (90%) chose Quinolon as prophylaxis antibiotic in prostate biopsy and 46% respondents used oral analgesia or suppository or both in prostate biopsy.
Conclusions: In diagnosing prostate cancer, Indonesian Urologists performed DRE, PSA serum analysis and TRUS biopsy of the prostate. But the Indonesian Urologists still had different opinions about the indications and timing of the procedure. The availability of diagnostic equipment and unavailability of National Guideline of Prostate Cancer when this study was conducted played a role of how the prostate cancer diagnosed in Indonesia.
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Jakarta: Fakultas Kedokteran Universitas Indonesia, 2011
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UI - Tesis Membership  Universitas Indonesia Library
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Hutauruk, Eric Sibastian
"Pendahuluan: Kanker prostat adalah keganasan terbanyak pada pria, penyebab kematian kedua terbesar akibat keganasan. Colok dubur adalah pemeriksaan dasar dan deteksi dini untuk mendiagnosis kanker prostat. Saat ini pemeriksaan Prostate-Specific Antigen (PSA) dianggap sebagai tumor marker yang paling bermanfaat untuk mendeteksi kanker prostat. The American Cancer Society dan American Urologic Association merekomendasikan penyaringan kanker prostat setiap tahun dengan pemeriksaan colok dubur dan PSA.
Tujuan: Tujuan penelitian ini adalah untuk mengetahui hubungan antara pemeriksaan colok dubur dan nilai PSA pada pasien kanker prostat di RSUP DR Sardjito Yogyakarta periode Januari 2011 sampai Desember 2011.
Metode Penelitian: Penelitian ini adalah kasus kontrol. Data dikumpulkan secara retrospektif dari catatan medis RSUP DR Sardjito pada pasien dengan colok dubur yang abnormal atau colok dubur normal dengan nilai PSA ≥ 10 ng/dl selama periode Januari 2011 sampai Desember 2011. Hasil pemeriksaan colok dubur dan nilai PSA didapatkan pada saat kunjungan pertama pasien ke rumah sakit. Analisis data nominal menggunakan Chi Square dengan SPSS 18.
Hasil: Terdapat 87 pasien yang berhasil dikumpulkan selama periode Januari 2011 sampai Desember 2011 yang memiliki hasil pemeriksaan colok dubur abnormal atau colok dubur normal dengan nilai PSA ≥ 10 ng/dl. Pasien memiliki usia rata-rata 70 tahun, nilai median PSA 10,9 ng/dl. Pada pasien ini ditemukan colok dubur abnormal 43 (49,4%), colok dubur normal 44 (50,6%), PSA ≥ 10 ng/dl 69 (79,3%) dan PSA < 10 ng/dl 18 (20,7%). Pemeriksaan colok dubur dan PSA dinilai signifikan secara statistik untuk mendeteksi kanker prostat, hasil secara berurutan 67,2% vs 32,8% (p < 0,001) and 71,9% vs 28,1% (p = 0,002. Semua pasien dengan colok dubur abnormal dan PSA ≥ 10 ng/dl terdiagnosis kanker prostat (p < 0,001).
Simpulan: Pemeriksaan colok dubur dan Prostate Specific Antigen (PSA) adalah prediktor terbaik untuk kanker prostat.

Introduction: Prostate cancer is the most frequent form of cancer in males, being also second cause of death by cancer. Digital Rectal Examination (DRE) is the basic examination and early diagnosis for prostate cancer. The Prostate-Specific Antigen (PSA) assay is currently considered the most useful tumor marker for detecting prostate cancer. Both the American Cancer Society and American Urologic Association recommended annual cancer screening with both Digital Rectal Examination (DRE) and PSA.
Objective: The objective of this study is to understand the correlation between DRE and PSA level in prostate cancer at Sardjito General Hospital Yogyakarta during januari 2011 until december 2011.
Research Method: This is a case control study. The data were retrospectively collected from medical record in sardjito general hospital who had abnormal DRE or normal DRE with PSA ≥ 10 ng/dl during januari 2011 until December 2011. The DRE and PSA value were examined in the first time they came to the hospital. A chi-square was performed to analyzed the nominal data with SPSS 18.
Result: There are 87 patients were collected during januari 2011 until December 2011 who had abnormal DRE or normal DRE with PSA ≥ 10 ng/dl. The median age was 70 years, median PSA level was 10,9 ng/dl. Of these patient, we found abnormal DRE in 43 (49,4%), normal DRE in 44 (50,6%), PSA ≥ 10 ng/dl was 69 (79,3%) and PSA < 10 ng/dl was 18 (20,7%). Digital Rectal Examination and PSA was statistically significant to detected prostate cancer, 67,2% vs 32,8% (p < 0,001) and 71,9% vs 28,1% (p = 0,002), respectively. All patient who had abnormal DRE and PSA ≥ 10 ng/dl were diagnosed with prostate cancer (p < 0,001).
Conclusion: Digital Rectal Examination (DRE) and Prostate Specific Antigen (PSA) are the best predictor for prostate cancer.
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Jakarta: Fakultas Kedokteran Universitas Indonesia, 2015
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UI - Tugas Akhir  Universitas Indonesia Library
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Fatan Abshari
"Kanker prostat adalah penyakit progresif yang menghasilkan moribiditas dan mortalitas yng tinggi. Penelitian ini berutujuan untuk menilai ketepatan dari Indonesian Prostate Cancer Risk Calculator IPCRC dalam memprediksi risiko kanker prostate. Data penelitian didapatkan secara retrospektif selama periode Agustus 2014 hingga Desember 2015 dari rekam medis pasien terduga kanker prostat. Pemeriksaan colok dubur, Prostate specific antigen PSA, dan volume prostat digunakan sebagai parameter prediktif dalam IPCRC. Biopsi prostat digunakan sebagai standar baku. Akurasi IPCRC divalidasi dengan menggunakan analisis ROC. Penelitian ini memiliki 127 subjek penelitian dengan median usia pasien BPH dan pasien kanker prostat adalah 66 52-85 dan 69.5 50-100 tahun. Pemeriksaan colok dubur yang tidak normal ditemukan pada 2 pasien 2. Median dari PSA dari pasien BPH dan kanker prostat dalah 10.2 1.6-203.1 dan 74.06 6.94-1412. Volume prostate pasien BPH memiliki median sebesar 47.9 13.774-108 dibandingkan 50.25 19.2-107 pada pasien kanker prostate. Area tersebesar dibawah kurva probabilitas kanker prostat adalah 0.907 95 CI 0.84-0.97. Jika probabilitas kanker prostate lebih dari 15 pada IPCRC, sensitivitas IPCRC mencapai 88.5 dan spesifitas IPCRC mencapai 81.8, dimana bila ditemukan probabilitas kanker prostate lebih dari 20 dengan menggunakan IPCRC, sensitivitasnya mencapai 80.8 dengan spesifitas sebesar 89.9. Dan bila probabilitas kanker prostate lebih dari 25 dalam IPCRC, sensitivitas sebesar 65.4 dan spesifisitas sebesar 89.9. Sehingga, dapat disimpulkan IPCRC merupakn perangkat yang akurat dalam prediksi kanker prosate pada populasi ini. Validasi lebih lanjut masih dibutuhkan pada populasi lain.

Prostate cancer is a progressive disease resulting in morbidity and mortality. The aim of this study is to assess the accuracy of Indonesian Prostate Cancer Risk Calculator IPCRC in predicting prostate cancer risk. Data were obtained retrospectively during August 2014 to December 2015 from medical records of suspected prostate cancer patients. Digital rectal examination, Prostate Specific Antigen PSA, and prostate volume PV were used as predictive parameters in IPCRC. Prostate biopsy was used as the diagnostic gold standard. The accuracy of IPCRC was validated using the ROC analysis. Our study included 127 subjects. Median age of BPH patients and prostate cancer patients were 66 52-85 and 69.5 50-100. The digital rectal examination was found abnormal in 2 patients 2. Median of PSA of BPH patients and prostate cancer patients were 10.2 1.6-203.1 and 74.06 6.94-1412 respectively. The prostate volume of BPH patients 47.9 13.74-108 median compared to prostate cancer patients 50.25 19.2-107 median. The largest area under the curve of the probability of prostate cancer using IPCRC is 0.907 95 CI 0.84-0.97. If the probability of prostate cancer more than 15 using IPCRC, the sensitivity is 88.5 and specificity is 81.8, besides, if the probability of prostate cancer more than 20 using IPCRC, the sensitivity is 80.8 and specificity is 89.9 and if the probability of prostate cancer more than 25 using IPCRC, the sensitivity is 65.4 and specificity is 89.9 IPCRC is accurate for predicting prostate cancer in our population. Further validation is needed in other population. "
Jakarta: Fakultas Kedokteran Universitas Indonesia, 2018
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UI - Tugas Akhir  Universitas Indonesia Library
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Anas Bachtiar
"Kematian yang disebabkan oleh kanker diperkirakan akan terus meningkat, terutama untuk kanker prostat. Penyakit ini adalah jenis kanker yang paling umum untuk pria di dunia. Jumlah kematian dapat dikurangi dengan deteksi dini menggunakan machine learning. Salah satunya adalah klasifikasi data kanker prostat. Data kanker yang digunakan memiliki berbagai fitur, tetapi tidak semua fitur adalah fitur penting. Dalam penelitian ini, kami menggunakan Support Vector Machine-Recursive Feature Elimination (SVM-RFE) dan One Dimensional Naïve Bayes Classifier (1-DBC) sebagai metode seleksi fitur. Dalam kedua metode itu akan mendapatkan peringkat untuk setiap fitur. Penggunaan kedua metode ini dalam klasifikasi data kanker prostat menghasilkan tingkat evaluasi yang tinggi. Kedua metode ini dapat menghasilkan tingkat akurasi 100%, precision 100%, dan recall 100% pada metode klasifikasi Random Forest. Dan menghasilkan tingkat akurasi 95%, precision 100%, dan recall 94,11% pada metode klasifikasi SVM. Dalam evaluasi tambahan, SVM-RFE memiliki running time lebih rendah dari 1-DBC.

Death caused by cancer is expected to continue to increase, especially for prostate cancer. This disease is the most common type of cancer for men in the world. The number of deaths can be reduced by early detection using machine learning. One of them is the classification of prostate cancer data. Cancer data used has various features, but not all features are essential features. In this study, we use Support Vector Machine-Recursive Feature Elimination (SVM-RFE) and One Dimensional Naïve Bayes Classifier (1-DBC) as a feature selection method. In both methods, it will get a rating for each feature. The use of these two methods in the classification of prostate cancer data produces a high level of evaluation. Both of these methods can produce 100% accuracy, 100% precision, and 100% recall in the Random Forest classification method. And it produces 95% accuracy, 100% precision, and 94.11% recall in the SVM classification method. In the additional evaluation, SVM-RFE has a running time lower than 1-DBC."
Depok: Fakultas Matematika dan Ilmu Pengetahuan Alam Universitas Indonesia, 2019
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UI - Skripsi Membership  Universitas Indonesia Library
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Noor Riza Perdana
"Kanker prostat merupakan kanker yang terdiagnosis kedua terbanyak dan menduduki
peringkat keenam dari penyebab kematian pada pria di seluruh dunia. Diperkirakan
914.000 kasus ditemukan dan berperan dalam 6% (258.400) dari total angka kematian
di tahun 2008. Telah diciptakan Indonesian Prostate Cancer Risk Calculator (IPCRC)
yang diperoleh dari penelitian multisenter sebelumnya, namun masih perlu dilakukan
validasi eksternal untuk menguji validitas dari kalkulator tersebut. Kami inklusikan
seluruh pasien pembesaran prostat jinak (BPH) dan kanker prostat (PCa) yang
menjalani biopsi prostat ataupun prostatektomi di RS Adam Malik Medan pada periode
11 Agustus sampai 31 Desember 2014. Dilakukan analisis untuk membandingkan
variabel-variabel yang terkait resiko kanker prostat, termasuk: usia, kadar PSA, volum
prostat, dan temuan pemeriksaan colok dubur (DRE). Kemudian resiko kanker prostat
pada masing-masing pasien dihitung menggunakan IPCRC dan dianalisis hasilnya
menggunakan kurva receiver operating characteristic (ROC). Kami juga
membandingkan hasilnya dengan luas area di bawah kurva (AUC) untuk PSA. Pada
studi ini dijumpai 21 pasien PCa dan 24 pasien BPH. Rata-rata umur, PSA, dan volum
prostat secara berturut-turut adalah 66.8±7.3 tahun, 27.3±32.2 ng/ml, dan 64.9±38.1 ml.
Temuan DRE abnormal dijumpai pada 6 pasien PCa dan 1 pasien BPH. Seluruh
variabel antara PCa dan BPH tidak berbeda signifikan (p>0.05). AUC dari IPCRC
adalah 79.8% (95% IK= 66.2%-93.3%; p=0.001) dalam memprediksi kanker prostat.
Analisis ROC IPCRC memiliki sensitivitas 85.7% dan spesifisitas 70.8%. AUC IPCRC
ini lebih tinggi daripada AUC PSA dengan selisih sebesar 11.4%. Indonesian Prostate
Cancer Risk Calculator (IPCRC) lebih baik daripada PSA tunggal dalam memprediksi
kejadian kanker prostat. Validasi dan studi prospective lebih lanjut dengan sampel yang
lebih besar perlu dilakukan.

Prostate cancer is the second most frequently diagnosed cancer and the sixth leading
cause of cancer death in men worldwide. It was estimated 914.000 new cases were
found and responsible for 6% (258.400) of total cancer deaths in men in 2008.
Indonesian Prostate Cancer Risk Calculator (IPCRC) was developed from a multicentric
study to predict the risk of prostate cancer in suspected patient. An external
validation is needed to c onfirm the validity of the calculator. We included all benign
prostatic hyperplasia (BPH) and prostate cancer (PCa) patients who underwent prostate
biopsy and prostatectomy in Adam Malik Hospital between August 11th and December
31st 2014. The relationship between variables affecting the percentage of prostate
cancer risk were evaluated, including: age, PSA level, prostate volume, and digital
rectal examination (DRE) findings. We calculated the risk of prostate cancer for each
patient using IPCRC and analyse the results using the receiver operating characteristic
(ROC) curve. We also compared them with the area under curve (AUC) of PSA results.
There were 21 PCa and 24 BPH patients in our study. The mean ages, PSA, and prostate
volume were 66.8±7.3 years old; 27.3±32.2 ng/ml and 64.9±38.1 ml, repectively.
Abnormal DRE was found in 6 PCa and 1 BPH. Each variable didnt show significant
difference between PCa and BPH groups (p > 0.05). The AUC of IPCRC was 79.8%
(CI 95%: 66.2%-93.3%; p=0.001) in predicting prostate cancer. The ROC analysis of
IPCRC had sensitivity of 85.7% and specificity of 70.8%. This AUC of IPCRC was
higher than of PSA, with 11.4% difference. The Indonesian Prostate Cancer Risk
Caluclator is better than PSA alone in predicting prostate cancer in this population.
Further validation and future prospective study in larger population is needed."
Jakarta: Fakultas Kedokteran Universitas Indonesia, 2019
SP-pdf
UI - Tugas Akhir  Universitas Indonesia Library
cover
Tasha
"Latar belakang: Clinically significant prostate cancer (csPCa) merupakan kanker prostat yang mempunyai kemungkinan progresi lokal, metastasis, rekurensi, dan kematian yang sedang hingga tinggi, serta tata laksana yang lebih agresif. Penelitian ini bertujuan untuk membantu diagnosis antara csPCa dan bukan csPCa menggunakan rasio apparent diffusion coefficient (rADC) lesi prostat dengan urine.
Metode: Penelitian dilakukan pada lesi prostat kategori 3-5 prostate imaging-reporting and data system yang telah dibiopsi prostat transperineal tertarget magnetic resonance imaging (MRI) dengan ultrasound/MRI fusion software di Rumah Sakit Umum Pusat Nasional Dokter Cipto Mangunkusumo pada Juni 2019 hingga Maret 2021. rADC lesi prostat dengan urine merupakan perbandingan rerata nilai apparent diffusion coefficient (ADC) lesi prostat dan urine di vesica urinaria pada MRI prostat peta ADC potongan aksial multi-institusi. rADC lesi prostat dengan urine antara csPCa (adenokarsinoma asinar prostat dengan skor Gleason ≥7) dan bukan csPCa (jaringan prostat nonneoplastik atau adenokarsinoma asinar prostat dengan skor Gleason 6) dibandingkan dan ditentukan nilai titik potongnya menggunakan receiver operating curve.
Hasil: Terdapat perbedaan rADC lesi prostat dengan urine yang bermakna antara 19 lesi prostat yang merupakan csPCa dan 35 lesi prostat yang bukan merupakan csPCa, dengan nilai tengah rADC lesi prostat dengan urine pada csPCa 0,21 (0,11-0,33), nilai tengah rADC lesi prostat dengan urine pada bukan csPCa 0,43 (0,30-0,61), dan nilai p <0,001. Nilai titik potong rADC lesi prostat dengan urine dalam membedakan csPCa dan bukan csPCa adalah 0,30 dengan sensitivitas 94,73% dan spesifisitas 100%, area under curve 0,998 (IK95% 0,994-1,000), serta nilai p <0,001.
Kesimpulan: rADC lesi prostat dengan urine dapat membantu diagnosis csPCa dan bukan csPCa pada lesi prostat sebelum biopsi prostat yang tidak invasif, mudah dikerjakan, serta tidak membutuhkan persiapan dan pemeriksaan tambahan.

Background: Clinically significant prostate cancer (csPCa) is prostate cancer with moderate to high probability of local progression, metastasis, recurrence, and death, as well as more aggressive management. This study aims to aid diagnose between csPCa and non-csPCa using apparent diffusion coefficient ratio (rADC) of prostate-lesion-to-urine.
Methods: This study analyze prostate lesions with prostate imaging-reporting and data system category 3-5 that underwent magnetic resonance imaging (MRI)-targeted transperineal prostate biopsy using ultrasound/MRI fusion software at Rumah Sakit Umum Pusat Nasional Dokter Cipto Mangunkusumo from June 2019 to March 2021. rADC of prostate-lesion-to-urine is defined as comparison between mean apparent diffusion coefficient (ADC) value of prostate lesion and urine in urinary bladder from axial section of ADC map of multi-institutional prostate MRI. rADC of prostate-lesion-to-urine between csPCa (acinar adenocarcinoma of the prostate with Gleason score ≥7) and non-csPCa (non-neoplastic prostate tissue or acinar adenocarcinoma of the prostate with Gleason score 6) is compared and the cutoff point is determined using receiver operating curve.
Results: There is significance rADC of prostate-lesion-to-urine difference between 19 prostate lesions with csPCa and 35 prostate lesions with non-csPCa, with mean rADC of prostate-lesion-to-urine in csPCa is 0.21 (0.11-0.33), mean rADC of prostate-lesion-to-urine in non-csPCa is 0.43 (0.30-0.61), and p value is <0.001. The cut-off value of rADC of prostate-lesion-to-urine to differentiate between csPCa and non-csPCa is 0.30, with 94.73% sensitivity and 100% specificity, area under curve is 0.998 (CI95% 0.994-1.000), and p value is <0.001.
Conclusion: rADC of prostate-lesion-to-urine may help diagnose between csPCa and non-csPCa in prostate lesions before prostate biopsy, which is non-invasive, easy to perform, does not require additional preparation and examination.
"
Fakultas Kedokteran Universitas Indonesia, 2022
T-pdf
UI - Dokumentasi  Universitas Indonesia Library
cover
Samycha Jusuf
"[ABSTRAK
Tujuan: Insiden kanker prostat secara global terus meningkat. Meskipun dapat dilakukan deteksi dini kanker prostat, perlu dipahami bahwa progresivitas penyakit ? menjadi metastasis ? berbeda untuk setiap pasien. Penelitian ini bertujuan untuk mengamati aspek-aspek yang mungkin berperan sebagai faktor prediktif metastasis pada kanker prostat tidak terpalpasi.
Material dan Metode: Data dikumpulkan dari Rumah Sakit Umum Pusat Nasional Cipto Mangunkusumo dan Rumah Sakit Pusat Kanker Nasional Dharmais sejak tahun 1995-2013. Pasien dengan kanker prostat tidak terpalpasi kemudian dibagi menjadi dua kelompok: dengan metastasis dan tanpa metastasis. Usia, volume prostat, nilai prostate-spesific antigen (PSA), Gleason score sum group, stadium tumor, Karnofsky performance score (KPS), kadar hemoglobin, dan kadar kreatinin serum merupakan faktor yang dianalisis dalam penelitian ini. Data dianalisis menggunakan analisis bivariat dan uji regresi logistik. Hanya pasien dengan data lengkap yang dimasukkan dalam penelitian ini.
Hasil: Didapatkan 91 pasien dengan data lengkap, 59 pasien (64,83%) tanpa metastasis dan 32 pasien (35,16%) dengan metastasis. Terdapat perbedaan statistik yang signifikan antara kelompok tanpa metastasis dan kelompok dengan metastasis, yakni untuk PSA (13.7ng / mL vs 71.5ng / mL; p = 0,001), kadar hemoglobin (13,60 g / dL vs 12,25 g / dL; p = 0,002), dan KPS (90 vs 90 ; p = 0,004). Perbedaan yang signifikan secara statistik juga didapatkan pada kelompok GSS (35 dan 24 pada kelompok tanpa metastasis vs 12 dan 20 pada kelompok dengan metastasis; p = 0,047). Usia, volume prostat, stadium tumor, dan kadar kreatinin antara kedua kelompok tidak memiliki perbedaan signifikan secara statistik (p> 0,05). Nilai pretreatment PSA adalah satu-satunya faktor prediktif untuk metastasis dengan odds ratio 1.014 (95% CI, 1,005-1,022; p = 0,002).
Kesimpulan: Sebagian besar pasien kanker prostat tidak terpalpasi terdeteksi pertama kali tanpa metastasis. Nilai pretreatment PSA yang diperoleh pada kunjungan awal pasien dapat digunakan sebagai faktor prediktif metastasis di masa depan.

ABSTRACT
Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future.;Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future.;Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future.;Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future.;Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future., Objective: Prostate cancer incident is globally increasing. Despite early detection of prostate cancer, the progressivity of the disease itself toward metastatic disease remains different for each patient. The purpose of this study is to observe aspects that may have roles as predictive factors for metastasis in nonpalpable prostate cancer.
Materials and Methods: Data was collected from National Hospital Cipto Mangunkusumo and Dharmais National Cancer Center Hospital from 1995-2013. Patients with nonpalpable prostate cancer then divided into two groups: metastasis-free group and metastasis group. Age, prostate volume, pretreatment Prostate-specific antigen (PSA) value, Gleason score sum group, tumor stadium, Karnofsky performance score (KPS), hemoglobin level, and serum creatinine level were factors that were analyzed in the study. The data was analyzed using bivariate analysis and logistic regression test. Only patients with complete data are included in the study.
Results: There are 91 patients with complete data, 59 patients (64.83%) were patients without metastasis and 32 patients (35.16%) were with metastasis. There was significant statistical difference between no metastasis group with metastasis group for PSA (13.7ng/mL vs71.5ng/mL; p = 0.001), hemoglobin level (13.60 g/dL vs 12.25 g/dL; p = 0.002), and KPS (90vs90; p = 0.004). There was also significant statistical difference in GSS groups (35 and 24 in metastasis-free group vs 12 and 20 in metastasis group; p = 0.047). Age, prostate volume, tumor stadium, and creatinine level had no statistical difference between the two groups (p > 0.05). Pretreatment PSA value was the only predictive factor for metastasis with odds ratio 1.014 (95% CI, 1.005 to 1.022; p = 0.002).
Conclusion: Most nonpalpable prostate cancer patients are first detected without metastasis. Pretreatment PSA value that was obtained at their initial visit might be used as predictive factor for metastasis for them in the future.]"
Jakarta: Fakultas Kedokteran Universitas Indonesia, 2015
T58653
UI - Tesis Membership  Universitas Indonesia Library
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