TY - JOUR
T1 - Four missense genetic variants in CUBN are associated with higher levels of eGFR in non-diabetes but not in diabetes mellitus or its subtypes
T2 - A genetic association study in Europeans.
AU - Uglebjerg, Nicoline
AU - Ahmadizar, Fariba
AU - Aly, Dina M
AU - Cañadas-Garre, Marisa
AU - Hill, Claire
AU - Naber, Annemieke
AU - Oddsson, Asmundur
AU - Singh, Sunny S
AU - Smyth, Laura
AU - Trégouët, David-Alexandre
AU - Chaker, Layal
AU - Ghanbari, Mohsen
AU - Steinthorsdottir, Valgerdur
AU - Ahlqvist, Emma
AU - Hadjadj, Samy
AU - Van Hoek, Mandy
AU - Kavousi, Maryam
AU - McKnight, Amy Jayne
AU - Sijbrands, Eric J
AU - Stefansson, Kari
AU - Simons, Matias
AU - Rossing, Peter
AU - Ahluwalia, Tarunveer S
N1 - Funding Information:
NU, MS, and TA were supported by the Novo Nordisk Foundation, Steno Collaborative Grant (NNF18OC0052457). TA and PR were supported by Steno Diabetes Center Copenhagen, Herlev, Denmark. Funding of individual studies contributing to this project can be found in . Acknowledgments
Publisher Copyright:
Copyright © 2023 Uglebjerg, Ahmadizar, Aly, Cañadas-Garre, Hill, Naber, Oddsson, Singh, Smyth, Trégouët, Chaker, Ghanbari, Steinthorsdottir, Ahlqvist, Hadjadj, Van Hoek, Kavousi, McKnight, Sijbrands, Stefansson, Simons, Rossing and Ahluwalia.
PY - 2023/2/28
Y1 - 2023/2/28
N2 - AIM: Rare genetic variants in the
CUBN gene encoding the main albumin-transporter in the proximal tubule of the kidneys have previously been associated with microalbuminuria and higher urine albumin levels, also in diabetes. Sequencing studies in isolated proteinuria suggest that these variants might not affect kidney function, despite proteinuria. However, the relation of these
CUBN missense variants to the estimated glomerular filtration rate (eGFR) is largely unexplored. We hereby broadly examine the associations between four
CUBN missense variants and eGFR
creatinine in Europeans with Type 1 (T1D) and Type 2 Diabetes (T2D). Furthermore, we sought to deepen our understanding of these variants in a range of single- and aggregate- variant analyses of other kidney-related traits in individuals with and without diabetes mellitus.
METHODS: We carried out a genetic association-based linear regression analysis between four
CUBN missense variants (
rs141640975,
rs144360241,
rs45551835,
rs1801239) and eGFR
creatinine (ml/min/1.73 m
2, CKD-EPI
creatinine(2012), natural log-transformed) in populations with T1D (n ~ 3,588) or T2D (n ~ 31,155) from multiple European studies and in individuals without diabetes from UK Biobank (UKBB, n ~ 370,061) with replication in deCODE (n = 127,090). Summary results of the diabetes-group were meta-analyzed using the fixed-effect inverse-variance method.
RESULTS: Albeit we did not observe associations between eGFR
creatinine and
CUBN in the diabetes-group, we found significant positive associations between the minor alleles of all four variants and eGFR
creatinine in the UKBB individuals without diabetes with
rs141640975 being the strongest (Effect=0.02, P
eGFR_creatinine=2.2 × 10
-9). We replicated the findings for
rs141640975 in the Icelandic non-diabetes population (Effect=0.026, P
eGFR_creatinine=7.7 × 10
-4). For
rs141640975, the eGFR
creatinine-association showed significant interaction with albuminuria levels (normo-, micro-, and macroalbuminuria; p = 0.03). An aggregated genetic risk score (GRS) was associated with higher urine albumin levels and eGFR
creatinine. The
rs141640975 variant was also associated with higher levels of eGFR
creatinine-cystatin C (ml/min/1.73 m
2, CKD-EPI
2021, natural log-transformed) and lower circulating cystatin C levels.
CONCLUSIONS: The positive associations between the four
CUBN missense variants and eGFR in a large population without diabetes suggests a pleiotropic role of
CUBN as a novel eGFR-locus in addition to it being a known albuminuria-locus. Additional associations with diverse renal function measures (lower cystatin C and higher eGFR
creatinine-cystatin C levels) and a
CUBN-focused GRS further suggests an important role of
CUBN in the future personalization of chronic kidney disease management in people without diabetes.
AB - AIM: Rare genetic variants in the
CUBN gene encoding the main albumin-transporter in the proximal tubule of the kidneys have previously been associated with microalbuminuria and higher urine albumin levels, also in diabetes. Sequencing studies in isolated proteinuria suggest that these variants might not affect kidney function, despite proteinuria. However, the relation of these
CUBN missense variants to the estimated glomerular filtration rate (eGFR) is largely unexplored. We hereby broadly examine the associations between four
CUBN missense variants and eGFR
creatinine in Europeans with Type 1 (T1D) and Type 2 Diabetes (T2D). Furthermore, we sought to deepen our understanding of these variants in a range of single- and aggregate- variant analyses of other kidney-related traits in individuals with and without diabetes mellitus.
METHODS: We carried out a genetic association-based linear regression analysis between four
CUBN missense variants (
rs141640975,
rs144360241,
rs45551835,
rs1801239) and eGFR
creatinine (ml/min/1.73 m
2, CKD-EPI
creatinine(2012), natural log-transformed) in populations with T1D (n ~ 3,588) or T2D (n ~ 31,155) from multiple European studies and in individuals without diabetes from UK Biobank (UKBB, n ~ 370,061) with replication in deCODE (n = 127,090). Summary results of the diabetes-group were meta-analyzed using the fixed-effect inverse-variance method.
RESULTS: Albeit we did not observe associations between eGFR
creatinine and
CUBN in the diabetes-group, we found significant positive associations between the minor alleles of all four variants and eGFR
creatinine in the UKBB individuals without diabetes with
rs141640975 being the strongest (Effect=0.02, P
eGFR_creatinine=2.2 × 10
-9). We replicated the findings for
rs141640975 in the Icelandic non-diabetes population (Effect=0.026, P
eGFR_creatinine=7.7 × 10
-4). For
rs141640975, the eGFR
creatinine-association showed significant interaction with albuminuria levels (normo-, micro-, and macroalbuminuria; p = 0.03). An aggregated genetic risk score (GRS) was associated with higher urine albumin levels and eGFR
creatinine. The
rs141640975 variant was also associated with higher levels of eGFR
creatinine-cystatin C (ml/min/1.73 m
2, CKD-EPI
2021, natural log-transformed) and lower circulating cystatin C levels.
CONCLUSIONS: The positive associations between the four
CUBN missense variants and eGFR in a large population without diabetes suggests a pleiotropic role of
CUBN as a novel eGFR-locus in addition to it being a known albuminuria-locus. Additional associations with diverse renal function measures (lower cystatin C and higher eGFR
creatinine-cystatin C levels) and a
CUBN-focused GRS further suggests an important role of
CUBN in the future personalization of chronic kidney disease management in people without diabetes.
KW - CUBN
KW - chronic kidney disease (CKD)
KW - cubilin
KW - diabetes
KW - eGFR
KW - genetics
KW - kidney function
KW - non-diabetes
UR - http://www.scopus.com/inward/record.url?scp=85150269820&partnerID=8YFLogxK
U2 - 10.3389/fendo.2023.1081741
DO - 10.3389/fendo.2023.1081741
M3 - Article
C2 - 36926036
SN - 1664-2392
VL - 14
JO - Frontiers in Endocrinology
JF - Frontiers in Endocrinology
M1 - 1081741
ER -