Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression
Background: Early detection of prostate cancer is a possible means of decreasing the mortality and increasing the quality of life. Objective : To determine whether the prostate specific antigen (PSA), abnormal DRE, family history, age, and prostate volume could increase the specificity and sen...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
IKATAN AHLI UROLOGI INDONESIA
2015-04-01
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| Series: | Jurnal Urologi Indonesia |
| Online Access: | http://juri.urologi.or.id/juri/article/view/90 |
| _version_ | 1818286091642339328 |
|---|---|
| author | Prahara Yuri Sungsang Rochadi |
| author_facet | Prahara Yuri Sungsang Rochadi |
| author_sort | Prahara Yuri |
| collection | DOAJ |
| description | Background:
Early detection of prostate cancer is a possible means of decreasing the mortality and increasing the quality of life.
Objective :
To determine whether the prostate specific antigen (PSA), abnormal DRE, family history, age, and prostate volume could increase the specificity and sensitivity of screening for prostate cancer.
Methods :
We included 92 patients with PSA > 4 ng/ml between January and December 2011 in Sardjito Hospital. Patients received prostate biopsy due to having abnormal serum prostate specific antigen (PSA) level. The relationship between the possibility of prostate cancer and the following variables were evaluated including: age; PSA level, prostate volume, DRE finding and family history. By using chi-square analysis, multiple logistic regression and receiver operating characteristic (ROC) curve were drawn based on the predictive scoring equation to predict the possibility of prostate cancer. All analyses were performed with SPSS, version 18.0.
Results:
We analyzed 92 patients with PSA > 4 ng/ml. It showed the relationship between the possibility of prostate cancer and the following variables, including : age (p < 0.001), PSA level (p < 0,001), DRE finding (p < 0.001) family history (p < 0,001) except prostate volume (p = 0.398). Using a predictive equation, P = 1/(1-e-X), where X= -3,821 +1.846 (if DRE positive) + 2,488 ( if family history positive ) + 1.718 ( when PSA > 10 ) + 1.414 ( when age > 68), followed by receiver-operating characteristic curve analysis, it showed the sensitivity 90,4% and specificity 85 % in predicting the possibility of prostate cancer.
Conclusion: Age, DRE finding, PSA and family history are factors associated prostate cancer. They can be used as independent predictor to predict prostate cancer.
Key words: Logistic regression, early detection,prostate cancer |
| first_indexed | 2024-12-13T01:19:05Z |
| format | Article |
| id | doaj.art-1e98706d02874b30853371faad224f4b |
| institution | Directory Open Access Journal |
| issn | 0853-442X 2355-1402 |
| language | English |
| last_indexed | 2024-12-13T01:19:05Z |
| publishDate | 2015-04-01 |
| publisher | IKATAN AHLI UROLOGI INDONESIA |
| record_format | Article |
| series | Jurnal Urologi Indonesia |
| spelling | doaj.art-1e98706d02874b30853371faad224f4b2022-12-22T00:04:16ZengIKATAN AHLI UROLOGI INDONESIAJurnal Urologi Indonesia0853-442X2355-14022015-04-0122110.32421/juri.v22i1.9090Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic RegressionPrahara Yuri0Sungsang Rochadi1Department of Urology, Faculty of Medicine/Indonesia University, Cipto Mangunkusumo General Hospital, Jakarta.Staff Division of Urology/Department of Surgery, Faculty of Medicine/Gajah Mada University, Sardjito General Hospital, Yogyakarta.Background: Early detection of prostate cancer is a possible means of decreasing the mortality and increasing the quality of life. Objective : To determine whether the prostate specific antigen (PSA), abnormal DRE, family history, age, and prostate volume could increase the specificity and sensitivity of screening for prostate cancer. Methods : We included 92 patients with PSA > 4 ng/ml between January and December 2011 in Sardjito Hospital. Patients received prostate biopsy due to having abnormal serum prostate specific antigen (PSA) level. The relationship between the possibility of prostate cancer and the following variables were evaluated including: age; PSA level, prostate volume, DRE finding and family history. By using chi-square analysis, multiple logistic regression and receiver operating characteristic (ROC) curve were drawn based on the predictive scoring equation to predict the possibility of prostate cancer. All analyses were performed with SPSS, version 18.0. Results: We analyzed 92 patients with PSA > 4 ng/ml. It showed the relationship between the possibility of prostate cancer and the following variables, including : age (p < 0.001), PSA level (p < 0,001), DRE finding (p < 0.001) family history (p < 0,001) except prostate volume (p = 0.398). Using a predictive equation, P = 1/(1-e-X), where X= -3,821 +1.846 (if DRE positive) + 2,488 ( if family history positive ) + 1.718 ( when PSA > 10 ) + 1.414 ( when age > 68), followed by receiver-operating characteristic curve analysis, it showed the sensitivity 90,4% and specificity 85 % in predicting the possibility of prostate cancer. Conclusion: Age, DRE finding, PSA and family history are factors associated prostate cancer. They can be used as independent predictor to predict prostate cancer. Key words: Logistic regression, early detection,prostate cancerhttp://juri.urologi.or.id/juri/article/view/90 |
| spellingShingle | Prahara Yuri Sungsang Rochadi Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression Jurnal Urologi Indonesia |
| title | Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression |
| title_full | Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression |
| title_fullStr | Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression |
| title_full_unstemmed | Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression |
| title_short | Early detection of Prostate Cancer with Prostate Specific Antigen > 4 ng/ml : A Multivariate Logistic Regression |
| title_sort | early detection of prostate cancer with prostate specific antigen 4 ng ml a multivariate logistic regression |
| url | http://juri.urologi.or.id/juri/article/view/90 |
| work_keys_str_mv | AT praharayuri earlydetectionofprostatecancerwithprostatespecificantigen4ngmlamultivariatelogisticregression AT sungsangrochadi earlydetectionofprostatecancerwithprostatespecificantigen4ngmlamultivariatelogisticregression |