Literature DB >> 30137582

Functional magnetic resonance imaging of the kidneys: where do we stand? The perspective of the European COST Action PARENCHIMA.

Anna Caroli1, Menno Pruijm2, Michel Burnier2, Nicholas M Selby3.   

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Year:  2018        PMID: 30137582      PMCID: PMC6106640          DOI: 10.1093/ndt/gfy181

Source DB:  PubMed          Journal:  Nephrol Dial Transplant        ISSN: 0931-0509            Impact factor:   5.992


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When Kai-Uwe Eckardt, an internationally renowned nephrologist, was asked at the 2nd International Meeting on Renal MRI in Berlin what he expected from magnetic resonance imaging (MRI) of the kidneys he answered without hesitation, ‘A lot!’ This short answer expresses the unmet need for improved imaging methods that many in the nephrology community sense. But how far away is a wider use of renal MRI in clinical practice? MRI has come a long way since the 1970s, when the first cross-sectional MRI images of two test tubes were generated [1]. This was closely followed by the development of fast-scan techniques that were an essential step in the adoption of MRI as a clinical diagnostic tool [2], and then the first MRI scans in man [3, 4]. Modern MRI can generate exquisitely detailed anatomical images, but crucially now also encompasses functional MRI. With respect to the kidney, these techniques provide the opportunity to assess total renal volume, the volume of different compartments (i.e. cortex and medulla), function, perfusion, oxygenation, oedema and potentially also the degree of fibrosis or inflammation. Many of these measures can be combined within a single scan session (multiparametric MRI), and do not need the administration of contrast agents, a major advantage in renal patients. As such, MRI has few contra-indications, and estimates suggest that >95% of chronic kidney disease (CKD) patients could potentially undergo renal MRI. Figure 1 provides a (non-exhaustive) overview of some of the currently available techniques.
FIGURE 1

Overview of the clinical questions nephrologists may answer, now or in the near future, with functional MRI. The techniques shown in bold are discussed in this supplement. DCE, dynamic contrast enhanced; ADPKD, autosomal dominant polycystic kidney disease; DTI, diffusion tensor imaging.

Overview of the clinical questions nephrologists may answer, now or in the near future, with functional MRI. The techniques shown in bold are discussed in this supplement. DCE, dynamic contrast enhanced; ADPKD, autosomal dominant polycystic kidney disease; DTI, diffusion tensor imaging. To quote Pottumarthi Prasad, functional MRI is motivated by the following: (i) to better understand physiology and pathophysiology; (ii) to provide more comprehensive characterization of pathological lesions; (iii) to provide a more sensitive or earlier index of disease progression; and (iv) to target therapy to the individual (personalized medicine) along with measurement of response [5]. In terms of kidney diseases, these principles are highly relevant. The prevalence of CKD is considerable and still rising; ultrasound is the only imaging modality used in the majority of patients and provides only limited information. In large CKD cohorts, only ∼25% of all CKD patients under the care of nephrologists have undergone a biopsy, and in a similar proportion the cause of CKD is designated as unknown [6, 7]. New imaging methods to identify, characterize and track kidney damage at an early stage are urgently needed; such methods will also have the potential to contribute to the development and successful application of new therapies. To this end, newer renal MRI techniques offer great potential to generate diagnostic, prognostic, predictive, monitoring and safety biomarkers. However, we have to acknowledge that there are challenges and knowledge gaps that must be addressed before renal MRI methods can be more widely adopted in clinical research and ultimately be transferred to clinical practice. Some of these challenges are technical. Unwanted variation in acquisition, analysis and post-processing approaches need to be reduced, and improvements made in standardizing patient preparation. This is reflected in many MRI techniques being restricted to the research settings in which they were developed. Knowledge gaps include the biological basis of different MRI biomarkers, and how the application of these biomarkers will improve patient care. In addition, the limited availability of MRI scanners and the expense of scanning time eventually need to be offset by a positive health economic impact. All of these factors hinder the set-up of multi-centre trials, limit commercial exploitation and delay translation into clinical practice. To address these important issues, a multinational group, funded by a European Union COST (European Cooperation in Science and Technology) Action, has recently been formed called ‘PARENCHIMA’: Magnetic Resonance Imaging Biomarkers for Chronic Kidney Disease (www.renalmri.org). PARENCHIMA aims to eliminate the barriers to the broader study, commercial exploitation and clinical use of functional renal MRI biomarkers, initially focusing on CKD but with the potential to generalize to a number of other areas, including renal transplantation and acute kidney injury, cardiorenal syndrome and renovascular disease. This multidisciplinary group brings together a large network of leading nephrologists, radiologists, MRI physicists, medical imaging experts, histopathologists, physiologists and clinical researchers with internationally recognized expertise in the field of renal MRI and CKD and links to a number of other national and international initiatives (e.g. UK renal imaging network, www.kidneyresearchuk.org/research/uk-renal-imaging-network; Biomarker Enterprise to Attack Diabetic Kidney Disease—BEAT-DKD, www.beat-dkd.eu; the National Unified Renal Translational Research Enterprise—NURTuRE, www.nurturebiobank.org; German Chronic Kidney Disease—GCKD Study, https://www.gckd.org; Chronic Kidney Disease–Epidemiology and Information Network Nephrology—CKD-REIN, ckdrein.inserm.fr). This special supplement of Nephrology Dialysis Transplantation, written collaboratively by international experts from PARENCHIMA, aims to support future activities of PARENCHIMA and other renal MRI research groups. The key clinical questions that renal MRI must address to become more widely used in patients with kidney disease, as well as a series of practical recommendations to accelerate renal MRI clinical research, are presented in a position paper [8]. This is then followed by four in-depth reviews of the most commonly used and promising renal functional MRI techniques: diffusion-weighted MRI (DWI) [9], blood oxygen level dependent (BOLD) MRI [10], arterial spin labelling (ASL) [11] and T1/T2 mapping of the kidney [12]. Each review paper presents the current status of scientific knowledge in each MRI modality, provides an overview of all studies performed so far in the human kidney (excluding those pertaining to kidney cancer), presents published ranges in healthy and kidney disease populations and discusses current and future clinical application. These papers also highlight current limitations, gaps in knowledge and unmet needs of each individual MRI modality. In combination, these articles provide a comprehensive description of the current status quo, with the aim of aligning and accelerating technical developments, standardization and clinical research. Thus, this supplement should become an essential document for all researchers and clinicians interested in MRI and renal diseases. We firmly believe that the potential of renal MRI biomarkers is immense; collaborative efforts such as PARENCHIMA are needed to move the field forwards and will allow us to prove that MRI really does have ‘a lot’ to offer.
  6 in total

1.  Image formation by induced local interactions. Examples employing nuclear magnetic resonance. 1973.

Authors:  P C Lauterbur
Journal:  Clin Orthop Relat Res       Date:  1989-07       Impact factor: 4.176

2.  NMR in cancer: XVI. FONAR image of the live human body.

Authors:  R Damadian; M Goldsmith; L Minkoff
Journal:  Physiol Chem Phys       Date:  1977

3.  Medical imaging by NMR.

Authors:  P Mansfield; A A Maudsley
Journal:  Br J Radiol       Date:  1977-03       Impact factor: 3.039

4.  Disease burden and risk profile in referred patients with moderate chronic kidney disease: composition of the German Chronic Kidney Disease (GCKD) cohort.

Authors:  Stephanie Titze; Matthias Schmid; Anna Köttgen; Martin Busch; Jürgen Floege; Christoph Wanner; Florian Kronenberg; Kai-Uwe Eckardt
Journal:  Nephrol Dial Transplant       Date:  2014-09-30       Impact factor: 5.992

Review 5.  Functional MRI of the kidney: tools for translational studies of pathophysiology of renal disease.

Authors:  Pottumarthi V Prasad
Journal:  Am J Physiol Renal Physiol       Date:  2006-05

6.  Risk profile, quality of life and care of patients with moderate and advanced CKD: The French CKD-REIN Cohort Study.

Authors:  Bénédicte Stengel; Marie Metzger; Christian Combe; Christian Jacquelinet; Serge Briançon; Carole Ayav; Denis Fouque; Maurice Laville; Luc Frimat; Christophe Pascal; Yves-Edouard Herpe; Pascal Morel; Jean-François Deleuze; Joost P Schanstra; Céline Lange; Karine Legrand; Elodie Speyer; Sophie Liabeuf; Bruce M Robinson; Ziad A Massy
Journal:  Nephrol Dial Transplant       Date:  2019-02-01       Impact factor: 5.992

  6 in total
  10 in total

1.  Kidney Functional Magnetic Resonance Imaging and Change in eGFR in Individuals with CKD.

Authors:  Anand Srivastava; Xuan Cai; Jungwha Lee; Wei Li; Brett Larive; Cynthia Kendrick; Jennifer J Gassman; John P Middleton; James Carr; Kalani L Raphael; Alfred K Cheung; Dominic S Raj; Michel B Chonchol; Linda F Fried; Geoffrey A Block; Stuart M Sprague; Myles Wolf; Joachim H Ix; Pottumarthi V Prasad; Tamara Isakova
Journal:  Clin J Am Soc Nephrol       Date:  2020-04-28       Impact factor: 8.237

2.  The Curative Effect of Pregabalin in the Treatment of Postherpetic Neuralgia Analyzed by Deep Learning-Based Brain Resting-State Functional Magnetic Resonance Images.

Authors:  Shumao Zheng; Mingjun Lei; Fan Bai; Zan Tian; Hua Wang
Journal:  Contrast Media Mol Imaging       Date:  2022-05-10       Impact factor: 3.009

Review 3.  Consensus-Based Technical Recommendations for Clinical Translation of Renal Phase Contrast MRI.

Authors:  Anneloes de Boer; Giulia Villa; Octavia Bane; Michael Bock; Eleanor F Cox; Ilona A Dekkers; Per Eckerbom; Maria A Fernández-Seara; Susan T Francis; Bryan Haddock; Michael E Hall; Pauline Hall Barrientos; Ingo Hermann; Paul D Hockings; Hildo J Lamb; Christoffer Laustsen; Ruth P Lim; David M Morris; Steffen Ringgaard; Suraj D Serai; Kanishka Sharma; Steven Sourbron; Yasuo Takehara; Andrew L Wentland; Marcos Wolf; Frank G Zöllner; Fabio Nery; Anna Caroli
Journal:  J Magn Reson Imaging       Date:  2020-11-02       Impact factor: 5.119

4.  Quantitative assessment of renal structural and functional changes in chronic kidney disease using multi-parametric magnetic resonance imaging.

Authors:  Charlotte E Buchanan; Huda Mahmoud; Eleanor F Cox; Thomas McCulloch; Benjamin L Prestwich; Maarten W Taal; Nicholas M Selby; Susan T Francis
Journal:  Nephrol Dial Transplant       Date:  2020-06-01       Impact factor: 5.992

5.  Prognostic imaging biomarkers for diabetic kidney disease (iBEAt): study protocol.

Authors:  Kim M Gooding; Chrysta Lienczewski; Massimo Papale; Niina Koivuviita; Marlena Maziarz; Anna-Maria Dutius Andersson; Kanishka Sharma; Paola Pontrelli; Alberto Garcia Hernandez; Julie Bailey; Kay Tobin; Virva Saunavaara; Anna Zetterqvist; David Shelley; Irvin Teh; Claire Ball; Sapna Puppala; Mark Ibberson; Anil Karihaloo; Kaj Metsärinne; Rosamonde E Banks; Peter S Gilmour; Michael Mansfield; Mark Gilchrist; Dick de Zeeuw; Hiddo J L Heerspink; Pirjo Nuutila; Matthias Kretzler; Matthew Welberry Smith; Loreto Gesualdo; Dennis Andress; Nicolas Grenier; Angela C Shore; Maria F Gomez; Steven Sourbron
Journal:  BMC Nephrol       Date:  2020-06-29       Impact factor: 2.388

6.  Reference values and sex differences in absolute and relative kidney size. A Swiss autopsy study.

Authors:  Sabrina Addidou Kalucki; Christelle Lardi; Jonas Garessus; Alain Kfoury; Silke Grabherr; Michel Burnier; Menno Pruijm
Journal:  BMC Nephrol       Date:  2020-07-20       Impact factor: 2.388

7.  Multiparametric magnetic resonance imaging allows non-invasive functional and structural evaluation of diabetic kidney disease.

Authors:  Kianoush Makvandi; Paul D Hockings; Gert Jensen; Tim Unnerstall; Henrik Leonhardt; Lisa V Jarl; Camilla Englund; Susan Francis; Anna K Sundgren; Johannes Hulthe; Seema Baid-Agrawal
Journal:  Clin Kidney J       Date:  2022-02-24

8.  Technical recommendations for clinical translation of renal MRI: a consensus project of the Cooperation in Science and Technology Action PARENCHIMA.

Authors:  Iosif Mendichovszky; Pim Pullens; Ilona Dekkers; Fabio Nery; Octavia Bane; Andreas Pohlmann; Anneloes de Boer; Alexandra Ljimani; Aghogho Odudu; Charlotte Buchanan; Kanishka Sharma; Christoffer Laustsen; Anita Harteveld; Xavier Golay; Ivan Pedrosa; David Alsop; Sean Fain; Anna Caroli; Pottumarthi Prasad; Susan Francis; Eric Sigmund; Maria Fernández-Seara; Steven Sourbron
Journal:  MAGMA       Date:  2019-10-18       Impact factor: 2.310

9.  Comparing the interobserver reproducibility of different regions of interest on multi-parametric renal magnetic resonance imaging in healthy volunteers, patients with heart failure and renal transplant recipients.

Authors:  Alastair J Rankin; Sarah Allwood-Spiers; Matthew M Y Lee; Luke Zhu; Rosemary Woodward; Bernd Kuehn; Aleksandra Radjenovic; Naveed Sattar; Giles Roditi; Patrick B Mark; Keith A Gillis
Journal:  MAGMA       Date:  2019-12-10       Impact factor: 2.310

10.  Feasibility of quantitative susceptibility mapping (QSM) of the human kidney.

Authors:  Eric Bechler; Julia Stabinska; Thomas Thiel; Jonas Jasse; Romans Zukovs; Birte Valentin; Hans-Jörg Wittsack; Alexandra Ljimani
Journal:  MAGMA       Date:  2020-11-24       Impact factor: 2.310

  10 in total

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