TY - JOUR
T1 - Regional variation in hemoglobin distribution among individuals with chronic kidney disease: the ISN International Network of Chronic Kidney Disease (iNET-CKD) Cohorts
AU - Canney, Mark
AU - Induruwage, Dilshani
AU - Tang, Mila
AU - Alencar de Pinho, Natalia
AU - Er, Lee
AU - Zhao, Yinshan
AU - Djurdjev, Ognjenka
AU - Ahn, Yo Han
AU - Behnisch, Rouven
AU - Calice-Silva, Vivane
AU - Chesnaye, Nicholas C.
AU - de Borst, Martin
AU - Dember, Laura M.
AU - Dionne, Janis
AU - Ebert, Natalie
AU - Eder, Susanne
AU - Fenton, Anthony
AU - Fukagawa, Masafumi
AU - Furth, Susan
AU - Hoy, Wendy E.
AU - Imaizumi, Takahiro
AU - Jager, Kitty J.
AU - Jha, Vivekanand
AU - Gyung Kang, Aurea Hee
AU - Kitiyakara, Chagriya
AU - Mayer, Gert
AU - Oh, Kook-Hwan
AU - Onu, Ugochi
AU - Pecoits-Filho, Roberto
AU - Reichel, Helmut
AU - Richards, Anna
AU - Schaefer, Franz
AU - Schäffner, Elke
AU - Scheppach, Johannes B.
AU - Sola, Laura
AU - Ulasi, Ifeoma
AU - Wang, Jinwei
AU - Yadav, Ashok K.
AU - Zhang, Jianzhen (Jenny)
AU - Feldman, Harold I.
AU - Taal, Maarten W.
AU - Stengel, Bénédicte
AU - Levin, Adeera
PY - 2023/8/12
Y1 - 2023/8/12
N2 - Introduction
Despite recognized geographic and sex-based differences in hemoglobin in the general population, these factors are typically ignored in patients with CKD in whom a single therapeutic range for hemoglobin is recommended. We sought to compare the distribution of hemoglobin across international non-dialysis CKD populations and evaluate predictors of hemoglobin.
Methods
In this cross-sectional study, hemoglobin distribution was evaluated in each cohort overall and stratified by sex and eGFR. Relationships between candidate predictors and hemoglobin were assessed from linear regression models in each cohort. Estimates were subsequently pooled in a random effects model.
Results
A total of 58,613 participants from 21 adult cohorts (median eGFR 17-49 mL/min) and 3 pediatric cohorts (median eGFR 26-45 mL/min) were included with broad geographic representation. Hemoglobin values varied substantially among the cohorts, overall and within eGFR categories, with particularly low mean hemoglobin observed in women from Asian and African cohorts. Across the eGFR range, women had a lower hemoglobin compared to men, even at an eGFR of 15 mL/min (mean difference 5.3 g/L, 95% CI 3.7-6.9). Lower eGFR, female sex, older age, lower body mass index and diabetic kidney disease were all independent predictors of a lower hemoglobin value, but this only explained a minority of variance (R2 7-44% across cohorts).
Conclusion
There are substantial regional differences in hemoglobin distribution among individuals with CKD, and the majority of variance is unexplained by demographics, eGFR or comorbidities. These findings call for a renewed interest in improving our understanding of hemoglobin determinants in specific CKD populations.
AB - Introduction
Despite recognized geographic and sex-based differences in hemoglobin in the general population, these factors are typically ignored in patients with CKD in whom a single therapeutic range for hemoglobin is recommended. We sought to compare the distribution of hemoglobin across international non-dialysis CKD populations and evaluate predictors of hemoglobin.
Methods
In this cross-sectional study, hemoglobin distribution was evaluated in each cohort overall and stratified by sex and eGFR. Relationships between candidate predictors and hemoglobin were assessed from linear regression models in each cohort. Estimates were subsequently pooled in a random effects model.
Results
A total of 58,613 participants from 21 adult cohorts (median eGFR 17-49 mL/min) and 3 pediatric cohorts (median eGFR 26-45 mL/min) were included with broad geographic representation. Hemoglobin values varied substantially among the cohorts, overall and within eGFR categories, with particularly low mean hemoglobin observed in women from Asian and African cohorts. Across the eGFR range, women had a lower hemoglobin compared to men, even at an eGFR of 15 mL/min (mean difference 5.3 g/L, 95% CI 3.7-6.9). Lower eGFR, female sex, older age, lower body mass index and diabetic kidney disease were all independent predictors of a lower hemoglobin value, but this only explained a minority of variance (R2 7-44% across cohorts).
Conclusion
There are substantial regional differences in hemoglobin distribution among individuals with CKD, and the majority of variance is unexplained by demographics, eGFR or comorbidities. These findings call for a renewed interest in improving our understanding of hemoglobin determinants in specific CKD populations.
U2 - 10.1016/j.ekir.2023.07.032
DO - 10.1016/j.ekir.2023.07.032
M3 - Article
SN - 2468-0249
JO - Kidney International Reports
JF - Kidney International Reports
ER -
