Mapping PSA density to outcome of MRI-based active surveillance for prostate cancer through joint longitudinal-survival models

被引:13
作者
Stavrinides, Vasilis [1 ,2 ,3 ]
Papageorgiou, Georgios [4 ]
Danks, Dominic [2 ,5 ]
Giganti, Francesco [1 ,6 ]
Pashayan, Nora [7 ]
Trock, Bruce [8 ]
Freeman, Alex [9 ]
Hu, Yipeng [1 ,10 ,11 ,12 ]
Whitaker, Hayley [1 ]
Allen, Clare [6 ]
Kirkham, Alex [6 ]
Punwani, Shonit [1 ,13 ]
Sonn, Geoffrey [14 ]
Barratt, Dean [1 ,10 ,11 ,12 ]
Emberton, Mark [1 ,3 ]
Moore, Caroline M. [1 ,3 ]
机构
[1] UCL, UCL Div Surg & Intervent Sci, London, England
[2] Alan Turing Inst, London, England
[3] Univ Coll London Hosp NHS Fdn Trust, Dept Urol, London, England
[4] Univ London Birkbeck Coll, Dept Econ Math & Stat, London, England
[5] Univ Birmingham, Inst Canc & Genom Sci, Birmingham, W Midlands, England
[6] Univ Coll London Hosp NHS Fdn Trust, Dept Radiol, London, England
[7] UCL, Inst Epidemiol & Hlth, Dept Appl Hlth Res, London, England
[8] Johns Hopkins Univ, Div Epidemiol, James Buchanan Brady Urol Inst, Baltimore, MD USA
[9] Univ Coll London Hosp NHS Fdn Trust, Dept Pathol, London, England
[10] UCL, Ctr Med Image Comp, London, England
[11] UCL, Wellcome EPSRC Ctr Intervent & Surg Sci WEISS, London, England
[12] UCL, Dept Med Phys & & Biomed Engn, London, England
[13] UCL, Ctr Med Imaging, London, England
[14] Stanford Sch Med, Sch Med, Dept Urol, Stanford, CA 94305 USA
基金
英国工程与自然科学研究理事会;
关键词
TIME;
D O I
10.1038/s41391-021-00373-w
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
[No abstract available]
引用
收藏
页码:1028 / 1031
页数:4
相关论文
共 10 条
  • [1] Increasing Utilization of Multiparametric Magnetic Resonance Imaging in Prostate Cancer Active Surveillance
    Fam, Mina M.
    Yabes, Jonathan G.
    Macleod, Liam C.
    Bandari, Jathin
    Turner, Robert M., II
    Lopa, Samia H.
    Furlan, Alessandro
    Filson, Christopher P.
    Davies, Benjamin J.
    Jacobs, Bruce L.
    [J]. UROLOGY, 2019, 130 : 99 - 104
  • [2] Prostate cancer measurements on serial MRI during active surveillance: it's time to be PRECISE
    Giganti, Francesco
    Stavrinides, Vasilis
    Stabile, Armando
    Osinibi, Elizabeth
    Orczyk, Clement
    Radtke, Jan Philipp
    Freeman, Alex
    Haider, Aiman
    Punwani, Shonit
    Allen, Clare
    Emberton, Mark
    Kirkham, Alex
    Moore, Caroline M.
    [J]. BRITISH JOURNAL OF RADIOLOGY, 2020, 93 (1116)
  • [3] Immunohistochemical biomarker validation in highly selective needle biopsy microarrays derived from mpMRI-characterized prostates
    Olivier, Jonathan
    Stavrinides, Vasilis
    Kay, Jonathan
    Freeman, Alex
    Pye, Hayley
    Ahmed, Zeba
    Echeverria, Lina Carmona
    Heavey, Susan
    Simmons, Lucy A. M.
    Kanthabalan, Abi
    Arya, Manit
    Briggs, Tim
    Barratt, Dean
    Charman, Susan C.
    Gelister, James
    Hawkes, David
    Hu, Yipeng
    Jameson, Charles
    McCartan, Neil
    Punwani, Shonit
    van der Muelen, Jan
    Moore, Caroline
    Emberton, Mark
    Ahmed, Hashim U.
    Whitaker, Hayley C.
    [J]. PROSTATE, 2018, 78 (16) : 1229 - 1237
  • [4] An Overview of Joint Modeling of Time-to-Event and Longitudinal Outcomes
    Papageorgiou, Grigorios
    Mauff, Katya
    Tomer, Anirudh
    Rizopoulos, Dimitris
    [J]. ANNUAL REVIEW OF STATISTICS AND ITS APPLICATION, VOL 6, 2019, 6 : 223 - 240
  • [5] The R Package JMbayes for Fitting Joint Models for Longitudinal and Time-to-Event Data Using MCMC
    Rizopoulos, Dimitris
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2016, 72 (07): : 1 - 46
  • [6] Rizopoulos D, 2010, J STAT SOFTW, V35, P1
  • [7] The Use of Multiparametric Magnetic Resonance Imaging for Follow-up of Patients Included in Active Surveillance Protocol. Can PSA Density Discriminate Patients at Different Risk of Reclassification?
    Roscigno, Marco
    Stabile, Armando
    Lughezzani, Giovanni
    Pepe, Pietro
    Galosi, Andrea Benedetto
    Naselli, Angelo
    Naspro, Richard
    Nicolai, Maria
    La Croce, Giovanni
    Aljoulani, Muhannad
    Perugini, Giovanna
    Guazzoni, Giorgio
    Montorsi, Francesco
    Balzarini, Luca
    Sironi, Sandro
    Da Pozzo, Luigi Filippo
    [J]. CLINICAL GENITOURINARY CANCER, 2020, 18 (06) : E698 - E704
  • [8] When no treatment is the best treatment: Active surveillance strategies for low risk prostate cancers
    Stavrinides, V.
    Parker, C. C.
    Moore, C. M.
    [J]. CANCER TREATMENT REVIEWS, 2017, 58 : 14 - 21
  • [9] Five-year Outcomes of Magnetic Resonance Imaging-based Active Surveillance for Prostate Cancer: A Large Cohort Study
    Stavrinides, Vasilis
    Giganti, Francesco
    Trock, Bruce
    Punwani, Shonit
    Allen, Clare
    Kirkham, Alex
    Freeman, Alex
    Haider, Aiman
    Ball, Rhys
    McCartan, Neil
    Whitaker, Hayley
    Orczyk, Clement
    Emberton, Mark
    Moore, Caroline M.
    [J]. EUROPEAN UROLOGY, 2020, 78 (03) : 443 - 451
  • [10] MRI-Based Prostate-Specific Antigen Density Predicts Gleason Score Upgrade in an Active Surveillance Cohort
    Washington, Samuel L., III
    Baskin, Avi S.
    Ameli, Niloufar
    Nguyen, Hao G.
    Westphalen, Antonio C.
    Shinohara, Katsuto
    Carroll, Peter R.
    [J]. AMERICAN JOURNAL OF ROENTGENOLOGY, 2020, 214 (03) : 574 - 578