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          <dc:title>Development and validation of a prediction model for identifying men with intermediate- or high-risk prostate cancer for whom bone imaging is unnecessary: a nation-wide population-based study</dc:title>
          <dc:creator>Rebecka Arnsrud Godtman (8088755)</dc:creator>
          <dc:creator>Marianne Månsson (7573676)</dc:creator>
          <dc:creator>Ola Bratt (3071766)</dc:creator>
          <dc:creator>David Robinsson (8088758)</dc:creator>
          <dc:creator>Eva Johansson (335751)</dc:creator>
          <dc:creator>Pär Stattin (124323)</dc:creator>
          <dc:creator>Henrik Kjölhede (8088761)</dc:creator>
          <dc:subject>Space Science</dc:subject>
          <dc:subject>Medicine</dc:subject>
          <dc:subject>Genetics</dc:subject>
          <dc:subject>Biotechnology</dc:subject>
          <dc:subject>Biological Sciences not elsewhere classified</dc:subject>
          <dc:subject>Information Systems not elsewhere classified</dc:subject>
          <dc:subject>Cancer</dc:subject>
          <dc:subject>Plant Biology</dc:subject>
          <dc:subject>Bone metastasis</dc:subject>
          <dc:subject>imaging</dc:subject>
          <dc:subject>prostate cancer</dc:subject>
          <dc:subject>staging</dc:subject>
          <dc:description>&lt;p&gt;&lt;b&gt;Objective:&lt;/b&gt; To develop and validate a nomogram that identifies men for whom bone scan is unnecessary.&lt;/p&gt; &lt;p&gt;&lt;b&gt;Material and methods:&lt;/b&gt; The study datasets were derived from the National Prostate Cancer Register (NPCR) of Sweden. All men in the NPCR ≤80 years of age who were diagnosed with intermediate- or high-risk prostate cancer and who had pretreatment bone imaging (&lt;sup&gt;99m&lt;/sup&gt;Tc MDP scintigraphy, plain x-ray, computed tomography, magnetic resonance imaging, and/or positron emission tomography fused with computed tomography) were included. Men diagnosed from 2015–2016 formed a development dataset and men diagnosed in 2017 formed a validation dataset. Outcome was metastasis on bone imaging as registered in NPCR. Multivariable logistic regression was used to develop a nomogram.&lt;/p&gt; &lt;p&gt;&lt;b&gt;Results:&lt;/b&gt; In the development dataset 482/5084 men (10%) had bone metastasis, the corresponding percentage in the validation dataset was 282/2554 (11%). Gleason grade group, clinical T stage, and prostate-specific antigen were included in the final model. Discrimination and calibration were satisfactory in both the development (AUC 0.80, 95% CI 0.78–0.82) and validation dataset (AUC 0.80, 95% CI, 0.77–0.82). Compared with using the EAU guidelines’ recommendation for selecting men for imaging, using the nomogram with a cut-off at 4% chance of bone metastasis, would have avoided imaging in 519/2068 men (25%) and miss bone metastasis in 10/519 (2%) men in the validation dataset.&lt;/p&gt; &lt;p&gt;&lt;b&gt;Conclusion:&lt;/b&gt; By use of our nomogram, bone scans of men with prostate cancer can be avoided in a large proportion of men.&lt;/p&gt;</dc:description>
          <dc:date>2019-12-06T02:51:55Z</dc:date>
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          <dc:identifier>10.6084/m9.figshare.11328605.v2</dc:identifier>
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          <dc:rights>CC BY 4.0</dc:rights>
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