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                <title><![CDATA[Association
between serum bilirubin and estimated glomerular
filtration rate in diabetic patients with chronic kidney disease]]></title>

                                    <author><![CDATA[Tanzia Tahfim]]></author>
                                    <author><![CDATA[Gazi Sharmin Sultana]]></author>
                                    <author><![CDATA[Mst. Hasnat Silvi Era]]></author>
                                    <author><![CDATA[Farjana Yesmin]]></author>
                                    <author><![CDATA[Rehana Afroze Ruma]]></author>
                                    <author><![CDATA[Laila Sultana]]></author>
                
                <link data-url="https://imcjms.com/registration/journal_full_text/499">
    https://imcjms.com/registration/journal_full_text/499
</link>
                <pubDate>Wed, 08 Nov 2023 09:41:46 +0000</pubDate>
                <category><![CDATA[Original Article]]></category>
                <comments><![CDATA[IMC J Med Sci. 2024; 18(1):006]]></comments>
                <description>Abstract
Background and
objectives: Hyperglycemia
induces oxidative stress in diabetic patients by increasing reactive oxygen
species production, which ultimately damage the cells and cause micro and
macrovascular complications including diabetic nephropathy. Increased serum
bilirubin level, within physiological range, can inhibit oxidative stress;
thereby, preventing development of diabetic nephropathy. The aim of this study
was to find out association between serum bilirubin and estimated glomerular
filtration rate (eGFR) in diabetic patients with or without chronic kidney
disease (CKD).
Materials and method: Both male and
female participants aged 30 to 60 years were enrolled in the study. Enrolled
participants included healthy individuals (Group-1), diabetic patients without
CKD (Group-2) and diabetic patients with CKD (Group-3). Clinical and
biochemical parameters namely blood pressure, body&amp;nbsp; mass index (BMI), fasting blood glucose (FBG),
HbA1c, eGFR, serum bilirubin and spot urine ACR were measured by appropriate
methods. Pearson’s correlation coefficient, ANOVA and multiple linear
regression models were used to analyze the data. 
Result: Total 189 respondents were enrolled
in 3 study groups. Each group consisted of 63 cases. Of the 63 cases in
Group-3, 49 and 14 belonged to CKD stage 3 and stage 4 respectively. The mean (±
SD)&amp;nbsp; serum bilirubin levels of healthy
individuals, diabetic patients without CKD and diabetic patients with CKD were
0.66 ± 0.31, 0.64 ± 0.21, 0.46±0.18 mg/dL respectively. Mean serum bilirubin was
significantly low (p&amp;lt;0.001) in diabetic patients with CKD compared to
healthy and diabetics without CKD. A Stepwise multiple regression analysis
using eGFR as an objective variable adjusted for risk factors as explanatory
variables, showed that serum bilirubin (β=0.323, p&amp;lt;0.001) was significantly
associated with eGFR, in addition to age, BMI, HbA1c and urinary ACR. 
Conclusion: The study has demonstrated that low
serum bilirubin level is associated with CKD in diabetic patients and it could
be used as a simple marker for CKD in diabetics. 
IMC J Med Sci. 2024; 18(1):006. DOI: https://doi.org/10.55010/imcjms.18.006
*Correspondence:
Tanzia Tahfim, Department of
Biochemistry, Shaheed Monsur Ali, Medical College, Uttara, Dhaka-1230,
Bangladesh. Email: tanzia.uamc@gmail.com
&amp;nbsp;
Introduction
Chronic hyperglycemia in diabetes is associated with long term
damage, dysfunction, and failure of different organs, especially the eyes,
kidneys, nerves, heart, and blood vessels [1,2]. Chronic kidney disease (CKD) is
a frequent long-term complication of diabetes. CKD is a leading cause of
end-stage kidney disease in diabetics, accounting for 50% of cases [3]. It is
characterized by persistently elevated urinary albumin excretion
(albumin-to-creatine ratio [ACR] ≥ 30 mg/g) and/or low estimated glomerular
filtration rate (eGFR &amp;lt; 60 mL/min/1.73 m2) in a person with diabetes
[4].
Oxidative stress has been considered a pathogenic factor for the
development of nephropathy in diabetic patients [5,6]. Bilirubin is a potent antioxidant and it largely protects cells against
lipid peroxidation [7]. It is generated from biliverdin by biliverdin reductase.
During its antioxidant activity, it is oxidized to biliverdin which is
immediately reduced again by biliverdin reductase to bilirubin [8]. 
The precise nature of the relationship between serum bilirubin
level and development of nephropathy in diabetic patients is unknown. But it is
expected that increased serum bilirubin level within physiological range can
inhibit oxidative stress and inflammation; thereby, preventing development of
diabetic nephropathy [9]. Previous studies reported that low serum bilirubin
level predicts the development of chronic kidney disease in patients with type
2 diabetes mellitus [10]. But with the best of our knowledge there is no study
regarding the relationship of serum bilirubin and eGFR in diabetic patients
with or without CKD in Bangladesh. So, this study aimed to find out association
between serum bilirubin and eGFR in diabetic patients with or without CKD in
our population.
&amp;nbsp;
Materials and
method
The study was conducted at the Department of Biochemistry and
Molecular Biology, BIRDEM General Hospital over one year period.The study was
approved by Institutional Review Board, BIRDEM. Informed written consent was obtained from each participant prior to the
enrollment in the study. 
Both male and female &amp;nbsp;diabetic patients with and without CKD and between
the age group of 30 to 60 years were selected from outpatient department of
Medicine, BIRDEM General Hospital and enrolled in the study. Patients with jaundice,
acute kidney injury, kidney disease with non-diabetic etiology or patients on
renal replacement therapy were excluded. Also pregnant women, patients taking nephrotoxic
or hepatotoxic drugs were also excluded.
Detail clinical and biophysical characteristics of each
participant were recorded in a structured questionnaire. Diabetes mellitus was
diagnosed based on WHO criteria [11]. CKD was diagnosed on the basis of
persistent albuminuria (&amp;gt;30mg/day or ACR&amp;gt;30mg/g) in at least two occasions
within six months period and/or GFR less than 60 ml/min/1.73m2 for
more than three months [12]. Estimated GFR was calculated by CKD-EPI method. Serum
creatinine was measured in Jaffe’s method by Abbott ARCHITECT PLUS C 8000 Autoanalyzer.
Serum bilirubin was measured by photometric method in Abbott ARCHITECT PLUS C
8000 Autoanalyzer. HbA1c was measured by High Performance Liquid Chromatography
(HPLC) method by BIO-RAD Variant TM II Turbo. Spot urine microalbumin (mg/L)
was measured in particle-enhanced turbidimetric inhibition immunoassay and
urine creatinine (g/L) was measured by Jaffe’s method by SIMENS Dimension EXL
200. Urine microalbumin creatinine ratio (mg/g) was calculated. Hemoglobin was
measured by Sodium lauryl sulphate method in SYSMEX XN-1000 Autoanalyzer.
Pearson’s correlation coefficient, multiple linear regression
analysis and ANOVA tests were done to determine the relation between serum
bilirubin and eGFR. All statistical tests were considered at 5% level of
significance. SPSS version 22 was used for data analysis. 
&amp;nbsp;
&amp;nbsp;Results
A total of 189 respondents were included. Out of 189 cases, 63
were healthy individuals (Group-1), 63 were diabetic patients without CKD (Group-2)
and 63 were diabetic patients with CKD (Group-3). Cases of Group-3 were further
divided according to the stage of kidney disease.&amp;nbsp; Of the 63 Group-3 cases, 49 and 14 belonged
to CKD stage 3 and stage 4 respectively. In Group-1, 2 and 3, 50.7%, 74.6% and
67.7% participants were male respectively.
Table-1 shows the detail clinical and biochemical parameters of
the three study groups. Age, systolic and diastolic blood pressure were
significantly (p&amp;lt;0.05) higher in diabetic patients with CKD than other two
groups. Mean BMI was significantly (p&amp;lt;0.05) higher in patients of Group-3 in
comparison to Group-1 and 2. Mean hemoglobin was significantly lower
(p&amp;lt;0.001) in Group-3 than Group-1 and 2. Fasting blood glucose and HbA1c of
Group-3 patients were significantly (p&amp;lt;0.001) lower than those of other two
groups (Group-1 and 2). Estimated GFR was significantly lower (p&amp;lt;0.001) in Group-3
cases than those of Group-1 and 2 cases (40.63±13.07, 96.30±18.60 and
78.14±14.51 ml/min/m2 respectively). Mean serum bilirubin was significantly
lower (p&amp;lt;0.001) in diabetic patients with CKD (Group-3; 0.46±0.18 mg/dl)
compared to healthy (Group-1, 0.64±0.21 mg/dL) and diabetic cases without CKD
(Group-2, 0.46±0.19 mg/dL).
&amp;nbsp;
Table-1:
Comparison of clinical and biochemical
parameters of the three study groups
&amp;nbsp;
Table-2 shows the differences of clinical and biochemical
parameters of Group-3 diabetic patients with stage 3 and stage 4 CKD. Mean eGFR
was significantly lower (p&amp;lt;0.001) in stage 4 CKD patients than stage 3 CKD
patients. Serum bilirubin was also found significantly lower (p=0.029) in stage
4 CKD patients (0.37±0.10 mg/dl) compared to those of stage 3 CKD patients
(0.48±0.19 mg/dl).
&amp;nbsp;
Table-2: Comparison of clinical and biochemical
parameters of diabetic patients with stage 3 and stage 4 CKD
&amp;nbsp;
Table-3 shows the relationship between participants’
characteristics and eGFR. Serum bilirubin (r= 0.447, p&amp;lt;0.001) along with
BMI, systolic and diastolic blood pressure, hemoglobin, fasting plasma glucose,
HbA1c and urinary ACR were significantly related with eGFR. Stepwise multiple
regression analysis using eGFR as an objective variable adjusted for risk
factors as explanatory variables, showed that serum bilirubin (β=0.323,
p&amp;lt;0.001) was significantly associated with eGFR, in addition to age, BMI,
HbA1c and urinary ACR.
&amp;nbsp;
Table-3: Relationship between various risk factors
including serum bilirubin and estimated glomerular filtration rate in all study
subjects (N=189)
&amp;nbsp;
Discussion
The present study analyzed the relationship between serum
bilirubin concentration and eGFR in healthy individuals and diabetic patients
with or without CKD.The different clinical and biochemical profiles of the
cases of our study groups were similar to the findings of other reported
studies [13-15]. Serum bilirubin level was significantly lower in diabetic
patients with CKD (p&amp;lt;0.001) than healthy individuals and diabetic patients
without CKD. Similar findings were also found in other studies [13,14].
In our study, among the 63 diabetic patients with CKD, 49 were
stage 3 CKD and 14 were stage 4 CKD patients. Serum bilirubin was also found
significantly lower (p=0.029) in stage 4 CKD patients compared to stage 3 CKD
patients (0.37±0.10 vs. 0.48±0.19
mg/dL) indicating that level of serum bilirubin was associated with decline of
eGFR. Other studies also reported that bilirubin differed in different stages
of CKD [16]. 
In this study, a stepwise multiple linear regression model using
eGFR as an objective variable adjusted for risk factors for explanatory
variables demonstrated that, serum bilirubin (β=0.323, p&amp;lt;0.001) was
positively and independently associated with eGFR along with age (β=-0.185,
p=0.001), BMI (β=-0.185,p=0.001), HbA1c (β=-0.238, p&amp;lt;0.001) and spot urine
ACR (β=-0.322, p&amp;lt;0.001) in all study subjects. Katohet al., [10] detected
positive association between serum bilirubin (β=0.11, p&amp;lt;0.001) with eGFR
along with age (β=-0.29, p&amp;lt;0.001) in a cross-sectional study. 
The present study had some limitations. The study was conducted
for a limited period of time with relatively small population and convenient
sampling was used from a single center. Multicenter, longitudinal, population
based study with a large sample size and longer duration is recommended for
more accurate and reliable results.
In this study, significantly lower serum bilirubin level was
observed in diabetic patients with CKD in comparison with healthy individuals
and diabetic patients without CKD. The results suggest that low serum bilirubin
level may predict development and progression of CKD in diabetic patients. Therefore,
it is concluded that proper glycemic control and screening of serum bilirubin
in diabetic patients would be beneficial for early diagnosis and prevention of
progression of CKD in diabetic patients. 
&amp;nbsp;
Acknowledgements
We are extremely thankful to, Prof. Dr. M A Muttalib, Professor
and Ex Head, Department of Biochemistry and Molecular Biology, BIRDEM, for his
supervision, valuable guidance, intellectual inputs and constructive criticism.
We are grateful to Dr. Parvin Akter Khanom, Associate Professor, Department of
Epidemiology and Biostatistics, BIRDEM General Hospital for her continuous
suggestions on data and statistical analysis. We are also thankful to the
staffs of BIRDEM General Laboratory and study participants for their continuous
assistance and support.
&amp;nbsp;
Author’s
contributions
TT designed the protocol, collected patents’ data and samples,
analyzed the data and wrote the manuscript; GSS supervised and coordinated the
study and edited the manuscript. MHSE collected samples, performed biochemical
tests and did the statistical analysis; LS collected sample and did biochemical
tests; FY and RAR collected the data including history taking and physical
examination. 
&amp;nbsp;
Funding
This research received no external funding.
&amp;nbsp;
Conflicts of Interest
The author declares no conflict of interest.
&amp;nbsp;
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&amp;nbsp;
Cite this article as: 
Tahfim T, Sultana&amp;nbsp; GS, Era
MHS, Yesmin F, Ruma RA, Sultana L. Association
between serum bilirubin and estimated glomerular filtration rate in diabetic patients with chronic
kidney disease. IMC J Med Sci. 2024; 18(1):006.
DOI: https://doi.org/10.55010/imcjms.18.006</description>

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