Navin Michael1, Liangjian Lu2, Delicia Shu Qin Ooi3, Chang-Yien Chan2,3, Kashthuri Thirumugan1, Suresh Anand Sadananthan1, Pottumarthi V. Prasad4, Marielle Fortier5, See Ling Loy6,7, Tan Kok Hian8,9, Fabian Yap7,10,11, Yap Seng Chong12, Keith Godfrey13, Peter Gluckman14, Johan G. Eriksson12,15,16, Yung Seng Lee3, Karen Moritz17, Shiao-Yng Chan12, Mary Wlodek1,18,19, and S. Sendhil Velan1
1Singapore Institute for Clinical Sciences, Singapore, Singapore, 2Khoo Teck Puat-National University Children's Medical Institute, National University Health System, Singapore, Singapore, 3Department of Paediatrics, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, 4Department of Radiology, NorthShore University Health System, Evanston, IL, United States, 5Department of Diagnostic and Interventional Imaging, KK Women’s and Children’s Hospital, Singapore, Singapore, 6Department of Reproductive Medicine, KK Women's and Children's Hospital, Singapore, Singapore, 7Duke-NUS Medical School, Singapore, Singapore, 8Department of Maternal Fetal Medicine, KK Women's and Children's Hospital, Singapore, Singapore, 9Academic Medicine, Duke-National University of Singapore Graduate Medical School, Singapore, Singapore, 10Department of Pediatrics, KK Women's and Children's Hospital, Singapore, Singapore, 11Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore, 12Department of Obstetrics and Gynaecology and Human Potential Translational Research Programme, Yong Loo Lin School of Medicine, National University of Singapore, Singapore, Singapore, 13MRC Lifecourse Epidemiology Centre and NIHR Southampton Biomedical Research Centre, University of Southampton and University Hospital Southampton NHS Foundation Trust, Southampton, United Kingdom, 14Liggins Institute, University of Auckland, Auckland, New Zealand, 15Department of General Practice and Primary Health Care, University of Helsinki, Helsinki, Finland, 16Folkhälsan Research Center, Helsinki, Helsinki, Finland, 17School of Biomedical Sciences, Faculty of Medicine, The University of Queensland, Brisbane, Australia, 18School of Molecular Sciences, The University of Western Australia, Crawley, Australia, 19Obstetrics and Gynaecology, University of Melbourne, Parkville, Australia
Synopsis
Keywords: Kidney, Diffusion/other diffusion imaging techniques, Intravoxel Incoherent Motion Imaging, Renal Inflammation
Developmental factors that impair nephrogenesis
can increase risk for chronic kidney disease (CKD). The early stages of CKD are
characterized by an increased infiltration of inflammatory cells into the renal
interstitium, which can restrict the molecular diffusion of water. We found
that maternal gestational diabetes and preterm birth were associated with 2-fold
and 4-fold higher risk of having restricted water diffusion (IVIM diffusion
coefficient < 10
th centile) in the renal cortex of preadolescents,
respectively. Preadolescents with restricted diffusion had elevated urinary
pro-inflammatory, chemotactic and pro-fibrotic cytokines, without elevations in
blood markers of systemic inflammation, which was suggestive of renal
inflammation.
Background
The burden of chronic kidney disease (CKD) is high
in Singapore, with the country having the 4th highest prevalence and
the 7th highest incidence of kidney failures, globally1. Current approaches for primary
prevention of CKD have been focused on adults and on the two major upstream
risk factors for CKD, diabetes and hypertension. There is considerable evidence
that the risks for CKD can originate in-utero, and that perinatal perturbations
can impair nephrogenesis, which ceases by the 36th week of gestation2, 3. The resulting nephron deficit can
impose a higher filtration load on the remaining nephrons. The compensatory
hyperfiltration and glomerular/tubular hypertrophy of the individual nephrons
to meet the higher filtration load can increase the risk for renal injury and sclerosis.
Given that early CKD is asymptomatic and can have early-life origins, there is
an urgent need to develop better diagnostic and prevention strategies, particularly
focused on the younger population. However, this is hampered by the fact that conventional
clinical kidney function markers such as estimated glomerular filtration rate
and proteinuria have a high intraindividual variability and substantial irreversible
kidney damage (tubulointerstitial fibrosis/glomerulosclerosis) can occur before
these markers become deranged. The early stages of progressive kidney diseases,
irrespective of the initial insult, are characterized by an increased infiltration
of inflammatory cells into the renal interstitium4 which can restrict the molecular
diffusion of water5. Maladaptive responses can result
in tubular atrophy and tubulointerstitial fibrosis which can further restrict
water diffusion5. We hypothesized that restricted renal
cortex water diffusion, assessed by intravoxel incoherent motion (IVIM) imaging
is sensitive to early inflammatory changes in the renal cortex in
preadolescents, and evaluate its association with urinary cytokines6. We also evaluated the association
of restricted water diffusion in renal cortex with early developmental factors
and markers of systemic inflammation.Methods
The study population consisted of 435 preadolescents
(Chinese, Indian and Malay ethnicities) from the Growing Up in Singapore
Towards healthy Outcomes (GUSTO) mother-offspring cohort who attended an MRI
visit at the 10.5-year time-point. Imaging was performed on a 3T MRI scanner (Magnetom
Prisma, Siemens). IVIM imaging of the kidneys7 was performed using a respiratory-triggered
echo-planar imaging sequence (25 coronal slices, slice-thickness = 4mm,
averages=1, parallel imaging factor =2, 7 b-values: 0, 30, 70, 100, 200, 400
& 800 s/mm2). Regions of interests (ROI) were manually drawn on
the renal cortex of both left and right kidneys in the lowest b-value image.
Biexponential fitting of the decay in mean cortical ROI signal intensity with
increasing b-values was used to extract the true molecular water diffusion
parameter, D. A diffusion value less than the 10th centile was used
to identify subjects with restricted water diffusion. We evaluated the
association of pre-pregnancy maternal overweight/obesity, gestational diabetes,
hypertensive disorders of pregnancy, inadequate and excessive gestational
weight gain (GWG), small-for gestational age and pre-term birth with offspring
restricted cortical diffusion in separate analysis of covariance (ANCOVA) models,
each adjusted for sex, ethnicity and maternal educational status. Assessment of
urinary cytokines from first morning urine samples was performed via a multiplex
bead assay (Bio-Plex Pro Human Cytokine 27-plex Assay), and was available in 225
preadolescents. Cytokine concentrations were adjusted for urinary dilution by
normalizing for urinary creatinine and then converted to z-scores. Between
children with normal and restricted renal water diffusion, we compared the
levels of urinary cytokines, body mass index (BMI) and blood markers of
systemic inflammation (high-sensitivity C-reactive protein (hs-CRP) and
glycoprotein acetyls (GlycA)) using a t-test. Results
The mean±SD and 10th
centile of cortical water diffusion (D) was 1.67±0.25 ×10-3mm2/s and 1.48×10-3mm2/s,
respectively. Among early developmental factors assessed, we found gestational
diabetes and preterm birth were associated with a 2-fold and a 4-fold higher
risk of having restricted renal cortical diffusion, respectively (Fig. 1). We
found that preadolescents with restricted cortical diffusion had elevations in urinary
pro-inflammatory cytokines, TNF-α and IL-17 (Fig. 2), chemotactic
cytokines, IP-10 and Eotaxin (Fig.3) and the anti-inflammatory cytokine IL-4 (Fig.4),
which has been associated with M2 macrophage infiltration and fibrosis in the
kidney (all P<0.05). They also had significantly lower BMI, but no
significant differences in blood markers of systemic inflammation (hs-CRP and
GlycA) when compared to children with normal diffusion (Fig.5). Discussion & Conclusion
We found restricted renal cortex water diffusion in preadolescents to be associated with elevated urinary proinflammatory, chemotactic and pro-fibrotic cytokines. These changes were not accompanied by an elevation in clinical blood markers of systemic inflammation, which suggest that these changes may reflect renal inflammation. While increased body size and obesity are linked to an increased filtration load on the kidney, we found children with restricted cortical diffusion had a lower BMI. This suggests that the reported cortical microstructural changes in preadolescents may be related to early life factors rather than current body size. This is supported by our finding of 2-fold and 4-fold higher risk of restricted cortical diffusion in children born to mothers with gestational diabetes, and those born preterm, respectively. Both these early life factors have been associated with impaired nephrogenesis8,9. Our work highlights the utility of noninvasive MRI and urinary inflammatory markers for tracking early subclinical changes associated with developmentally programmed kidney dysfunction.Acknowledgements
This study was supported by the National Medical Research Council, Singapore (NMRC)- Young Investigator Research Grant (OFYIRG18nov-0011) and the National University of Singapore Health System- SEED grant (NUHSRO/2020/024/T1/Seed-Aug/08). Additional funding was provided by Singapore Institute for Clinical Sciences (SICS), Agency for Science Technology and Research, Singapore (A*STAR). Keith Godfrey is supported by UK Medical Research Council (UK
MRC) (MC_UU_12011/4), National Institute
for Health Research (NF-SI-0515-10042 & IS-BRC-1215-20004), European Union (Erasmus+
Programme ImpENSA 598488-EPP-1-2018-1-DE-EPPKA2-CBHE-JP), British Heart
Foundation (RG/15/17/3174) and US
National Institutes of Health’s National Institute On Aging (Award No.
U24AG047867). The GUSTO cohort is supported by NMRC, Singapore [NMRC/TCR/004-NUS/2008, NMRC/TCR/012-NUHS/2014, OFLCG19May-0033]. The funding agencies had no role in the study’s design, conduct and
reporting.References
1. Singapore Renal Registry Annual Report 2020.
2. Moritz KM, Singh RR, Probyn ME, Denton KM. Developmental programming of a reduced nephron endowment: more than just a baby's birth weight. American Journal of Physiology-Renal Physiology 2009; 296: F1-F9.
3. Boubred F, Saint-Faust M, Buffat C, Ligi I, Grandvuillemin I, Simeoni U. Developmental origins of chronic renal disease: an integrative hypothesis. International journal of nephrology 2013; 2013.
4. Farris AB, Colvin RB. Renal interstitial fibrosis: mechanisms and evaluation in: current opinion in nephrology and hypertension. Current opinion in nephrology and hypertension 2012; 21: 289.
5. Sułkowska K, Palczewski P, Furmańczyk-Zawiska A, et al. Diffusion weighted magnetic resonance imaging in the assessment of renal function and parenchymal changes in chronic kidney disease: a preliminary study. Annals of Transplantation 2020; 25: e920232-1.
6. Wong W, Singh AK. Urinary cytokines: clinically useful markers of chronic renal disease progression? Current Opinion in nephrology and hypertension 2001; 10: 807-11.
7. Ljimani A, Caroli A, Laustsen C, et al. Consensus-based technical recommendations for clinical translation of renal diffusion-weighted MRI. Magnetic Resonance Materials in Physics, Biology and Medicine 2020; 33: 177-95.
8. Amri K, Freund N, Van Huyen JD, Merlet-Bénichou C, Lelievre-Pégorier M. Altered nephrogenesis due to maternal diabetes is associated with increased expression of IGF-II/mannose-6-phosphate receptor in the fetal kidney. Diabetes 2001; 50: 1069-75.
9. Black MJ, Sutherland MR, Gubhaju L, Kent AL, Dahlstrom JE, Moore L. When birth comes early: effects on nephrogenesis. Nephrology 2013; 18: 180-2.