In the context of autosomal dominant polycystic kidney disease (ADPKD), measurement of the total kidney volume (TKV) is crucial. It acts as a marker for tracking disease progression, and evaluating the effectiveness of treatment strategies. The TKV has also been recognized as an enrichment biomarker and a possible surrogate endpoint in clinical trials. Several imaging modalities and methods are available to calculate the TKV, and the choice depends on the purpose of use. Technological advancements have made it possible to accurately assess the cyst burden, which can be crucial to assessing the disease state and helping to identify rapid progressors. Moreover, the development of automated algorithms has increased the efficiency of total kidney and cyst volume measurements. Beyond these measurements, the quantification and characterization of non-cystic kidney tissue shows potential for stratifying ADPKD patients early on, monitoring disease progression, and possibly predicting renal function loss. A broad spectrum of radiological imaging techniques are available to characterize the kidney tissue, showing promise when it comes to non-invasively picking up the early signs of ADPKD progression. Radiomics have been used to extract textural features from ADPKD images, providing valuable information about the heterogeneity of the cystic and non-cystic components. This review provides an overview of ADPKD imaging biomarkers, focusing on the quantification methods, potential, and necessary steps toward a successful translation to clinical practice.
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Univ Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USAUniv Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USA
Kim, Kyoungmi
Trott, Josephine F.
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Univ Calif Davis, Dept Internal Med, Div Nephrol, Genome & Biomed Sci Bldg,Room 6311, Davis, CA 95616 USAUniv Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USA
Trott, Josephine F.
Gao, Guimin
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Univ Chicago, Dept Publ Hlth Sci, Chicago, IL 60637 USAUniv Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USA
Gao, Guimin
Chapman, Arlene
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Univ Chicago, Nephrol Sect, Chicago, IL 60637 USAUniv Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USA
Chapman, Arlene
Weiss, Robert H.
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Univ Calif Davis, Dept Internal Med, Div Nephrol, Genome & Biomed Sci Bldg,Room 6311, Davis, CA 95616 USA
Univ Calif Davis, Canc Ctr, Davis, CA 95616 USA
VA Northern Calif Hlth Care Syst, Med Serv, Sacramento, CA 95655 USAUniv Calif Davis, Dept Publ Hlth Sci, Div Biostat, Davis, CA 95616 USA
机构:
Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Katholieke Univ Leuven, Fac Med, Leuven, BelgiumMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Wigerinck, Stijn
Gregory, Adriana, V
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Mayo Clin, Div Radiol, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Gregory, Adriana, V
Smith, Byron H.
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Mayo Clin, Dept Quantitat Hlth Sci, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Smith, Byron H.
Iliuta, Ioan-Andrei
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Mayo Clin, Div Nephrol & Hypertens, Jacksonville, FL 32224 USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Iliuta, Ioan-Andrei
Hanna, Christian
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Mayo Clin, Div Pediat Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Hanna, Christian
Chedid, Maroun
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Chedid, Maroun
Kaidbay, Hasan-Daniel N.
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Kaidbay, Hasan-Daniel N.
Senum, Sarah R.
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Senum, Sarah R.
Shukoor, Shebaz
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Shukoor, Shebaz
Harris, Peter C.
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Mayo Clin, Dept Biochem & Mol Biol, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Harris, Peter C.
Torres, Vicente E.
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Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Torres, Vicente E.
Kline, Timothy L.
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机构:Mayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
Kline, Timothy L.
Chebib, Fouad T.
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Mayo Clin, Div Nephrol & Hypertens, Jacksonville, FL 32224 USAMayo Clin, Div Nephrol & Hypertens, Rochester, MN USA
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Harvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Tirumani, Sree Harsha
Ojili, Vijayanadh
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Univ Texas Hlth Sci Ctr San Antonio, Dept Radiol, 7703 Floyd Curl Dr MS 7800, San Antonio, TX 78229 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Ojili, Vijayanadh
Gunabushanam, Gowthaman
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Yale Univ, Sch Med, Diagnost Radiol, New Haven, CT USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Gunabushanam, Gowthaman
Shanbhogue, Alampady Krishna Prasad
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Univ Texas Hlth Sci Ctr San Antonio, Dept Radiol, 7703 Floyd Curl Dr MS 7800, San Antonio, TX 78229 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Shanbhogue, Alampady Krishna Prasad
Nagar, Arpit
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Ohio State Univ, Med Ctr, Dept Radiol, Div Abdominal Imaging, Columbus, OH 43210 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Nagar, Arpit
Fasih, Najla
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Ottawa Hosp, Diagnost Imaging, Ottawa, ON, CanadaHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
Fasih, Najla
Chintapalli, Kedar N.
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Univ Texas Hlth Sci Ctr San Antonio, Dept Radiol, 7703 Floyd Curl Dr MS 7800, San Antonio, TX 78229 USAHarvard Med Sch, Dana Farber Canc Inst, Dept Imaging, Boston, MA USA
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Sanjay Gandhi Post Grad Inst Med Sci, Dept Pulm Med, Lucknow, Uttar Pradesh, IndiaSanjay Gandhi Post Grad Inst Med Sci, Dept Pulm Med, Lucknow, Uttar Pradesh, India
Karmakar, Saurabh
Nath, Alok
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Sanjay Gandhi Post Grad Inst Med Sci, Dept Pulm Med, Lucknow, Uttar Pradesh, IndiaSanjay Gandhi Post Grad Inst Med Sci, Dept Pulm Med, Lucknow, Uttar Pradesh, India
Nath, Alok
Lal, Hira
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Sanjay Gandhi Post Grad Inst Med Sci, Dept Radiodiag, Lucknow, Uttar Pradesh, IndiaSanjay Gandhi Post Grad Inst Med Sci, Dept Pulm Med, Lucknow, Uttar Pradesh, India