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LIU Xiao Bing, WANG Jun, LI Ya Jie, TAN Hong Xing, LIU Yan Yan, YU Wei, ZHANG Yu, YANG Li Chen, PIAO Jian Hua, LIU Xiao Li, YANG Xiao Guang. Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake[J]. Biomedical and Environmental Sciences, 2021, 34(4): 324-329. doi: 10.3967/bes2021.042
Citation: LIU Xiao Bing, WANG Jun, LI Ya Jie, TAN Hong Xing, LIU Yan Yan, YU Wei, ZHANG Yu, YANG Li Chen, PIAO Jian Hua, LIU Xiao Li, YANG Xiao Guang. Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake[J]. Biomedical and Environmental Sciences, 2021, 34(4): 324-329. doi: 10.3967/bes2021.042

Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake

doi: 10.3967/bes2021.042
Funds:  This study was supported by the National Natural Science Foundation of China [GN. 81872624] and the Sanming Project of Medicine in Shenzhen [SZSM201611017]
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  • Author Bio:

    LIU Xiao Bing, male, born in 1981, PhD, Assistant professor, majoring in nutrition of trace element

    WANG Jun, male, born in 1978, PhD, majoring in nutrition and food hygiene

    LI Ya Jie, male, born in 1987, PhD, majoring in nutrition and food hygiene

  • Corresponding author: YANG Xiao Guang, PhD, Tel: 86-10-66237273, E-mail: xgyangcdc@163.com; LIU Xiao Li, MD, Tel: 86-755-25503862, E-mail: liuxl36@126.com
  • &These authors contributed equally to this work.
  • Received Date: 2020-06-08
  • Accepted Date: 2020-09-15
  • &These authors contributed equally to this work.
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  • [1] World Health Organization. Assessment of iodine deficiency disorders and monitoring their elimination: a guide for programme managers. 2007.
    [2] Pearce EN, Lazarus JH, Moreno-Reyes R, et al. Consequences of iodine deficiency and excess in pregnant women: an overview of current knowns and unknowns. Am J Clin Nutr, 2016; 104(Suppl 3), 918S−923S.
    [3] Ristic-Medic D, Piskackova Z, Hooper L, et al. Methods of assessment of iodine status in humans: a systematic review. Am J Clin Nutr, 2009; 89, 2052S−2069S. doi:  10.3945/ajcn.2009.27230H
    [4] Rasmussen LB, Ovesen L, Christiansen E. Day-to-day and within-day variation in urinary iodine excretion. Eur J Clin Nutr, 1999; 53, 401−7. doi:  10.1038/sj.ejcn.1600762
    [5] Chen W, Gao S, Guo W, et al. Intra-individual and inter-individual variations in iodine intake and excretion in adult women: implications for sampling. Br J Nutr, 2019; 1−7. doi:  10.1017/S0007114519002757
    [6] Fraser CG, Harris EK. Generation and application of data on biological variation in clinical chemistry. Crit Rev Clin Lab Sci, 1989; 27, 409−37. doi:  10.3109/10408368909106595
    [7] Andersen S, Karmisholt J, Pedersen KM, et al. Reliability of studies of iodine intake and recommendations for number of samples in groups and in individuals. Br J Nutr, 2008; 99, 813−8. doi:  10.1017/S0007114507842292
    [8] Als C, Helbling A, Peter K, et al. Urinary iodine concentration follows a circadian rhythm: a study with 3023 spot urine samples in adults and children. J Clin Endocrinol Metab, 2000; 85, 1367−9.
    [9] Gostas DE, Larson-Meyer DE, Yoder HA, et al. Dietary relationship with 24 h urinary iodine concentrations of young adults in the mountain west region of the United States. Nutrients, 2020; 12, 121. doi:  10.3390/nu12010121
    [10] Ma ZF. Pre-analytical factors influence accuracy of urine spot iodine assessment in epidemiological surveys. Biol Trace Elem Res, 2019; 190, 281. doi:  10.1007/s12011-018-1512-x
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Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake

doi: 10.3967/bes2021.042
Funds:  This study was supported by the National Natural Science Foundation of China [GN. 81872624] and the Sanming Project of Medicine in Shenzhen [SZSM201611017]
  • Author Bio:

  • Corresponding author: YANG Xiao Guang, PhD, Tel: 86-10-66237273, E-mail: xgyangcdc@163.com LIU Xiao Li, MD, Tel: 86-755-25503862, E-mail: liuxl36@126.com
  • &These authors contributed equally to this work.
&These authors contributed equally to this work.
LIU Xiao Bing, WANG Jun, LI Ya Jie, TAN Hong Xing, LIU Yan Yan, YU Wei, ZHANG Yu, YANG Li Chen, PIAO Jian Hua, LIU Xiao Li, YANG Xiao Guang. Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake[J]. Biomedical and Environmental Sciences, 2021, 34(4): 324-329. doi: 10.3967/bes2021.042
Citation: LIU Xiao Bing, WANG Jun, LI Ya Jie, TAN Hong Xing, LIU Yan Yan, YU Wei, ZHANG Yu, YANG Li Chen, PIAO Jian Hua, LIU Xiao Li, YANG Xiao Guang. Suggested Sample Size of 24-hour Urine Collection in Assessing Iodine Status among Adult Males with Insufficient Iodine Intake[J]. Biomedical and Environmental Sciences, 2021, 34(4): 324-329. doi: 10.3967/bes2021.042
  • Iodine is an essential component of thyroid hormones’ biosynthesis and is crucial for normal growth and healthy development[1]. If the amount of dietary iodine intake cannot match the long-term requirement, regardless of whether it is excessively low or high, it can cause various thyroid dysfunctions, including hyperthyroidism, hypothyroidism, and autoimmune thyroid diseases[2]. Currently, iodine deficiency remains a major public health issue in many parts of the world, though enormous progress has been made during the past decades.

    There are so many indicators for assessing iodine status in a population, such as urinary iodine concentration (UIC), the goiter rate, thyroid-stimulating hormone (TSH), triiodothyronine (T3), thyroxine (T4), and thyroglobulin (Tg)[3]. The UIC is the most used indicator because approximately 90% of dietary iodine intake is excreted by the kidney. The World Health Organization (WHO) and the International Council for the Control of Iodine Deficiency Disorders (ICCIDD) jointly recommend that spot UIC be used in population-based surveys[1]. However, the application of spot UIC is widely controversial because of the apparent fluctuations[4]. The indicator of 24-h urinary iodine is considered more reflective of current iodine status, although it varies somewhat since it mainly depends on daily iodine intake and water consumption. Variations in the 24-h urinary iodine can greatly affect the estimated sample size for assessing iodine status. The estimated sample size of 24-h urine collection is the primary question. Currently, it has been reported in populations with iodine repletion so far[5]. However, there is a dearth of data on sample size estimates in individuals with iodine deficiency for assessing iodine status. Therefore, the purpose of this study was to examine the variability of 24-h urinary iodine concentration (24-h UIC) and 24-h urinary iodine excretion (24-h UIE). Also, it was to obtain sample size estimates of 24-h urine collection for assessing iodine status in a population, or an individual, with insufficient iodine intake.

    This study was a population-based iodine experiment conducted in 2018 during an iodine depletion period for 15 days. Adult males aged 19–22 years participated in this study. The subjects were recruited from Changzhi Medical College, located in the Shanxi province of China. Before starting the experiment, information was carefully collected by a questionnaire involving disease history and eating habits. All subjects were required to be healthy without metabolic diseases, normal thyroid and kidney function, no iodine-containing mineral intake, and no recent examination with contrast media. The diets were designed according to the eating habits and prepared with non-iodized salt. Daily dietary iodine intake was lower than the recommended iodine intake (120 μg/day), as suggested by the China Nutrition Society. All subjects were only allowed to eat designed diets and to avoid any other iodine intake. The study protocol was designed according to the guidelines laid down in the Declaration of Helsinki of the World Medical Association and approved by the Ethics Committee of the National Institute of Nutrition and Health of the Chinese Center for Disease Control and Prevention and registered at medresman.org (ChiCTR1800016184). Informed consent was signed and obtained from each subject after the nature of the study was explained. Trained workers performed the physical examination. Bodyweight was measured in kg to the nearest 0.1 kg, and height was measured in cm to the nearest 0.5 cm with a calibrated instrument. Body mass index (BMI) was calculated by dividing weight in kilograms (kg) by height in meters squared (m2).

    Participants were asked to collect a 24-hour urine specimen in a separate polyethylene container each day for 15 consecutive days. All 24-h urine specimens were required to be returned on schedule, and urine volumes (UVs) were measured by the corrected measuring instrument. The 24-h urine specimens were then divided into several vials and preserved at 4 °C for short-term storage and −20 °C for long-term storage until analysis. The UIC was determined by the inductively coupled plasma mass spectrometer (ICP-MS) using an Agilent 8800 ICP-MS system (Agilent Technologies Inc., CA, USA). The limit of quantification (LOQ) was 2 µg/L during the analysis. The certified urine reference materials GBW (E) 090016 and GBW (E) 090017 were employed to monitor the accuracy and precision. The recovery of the analytical method was between 90% and 95%, and the precision of intra-day and inter-day was 2%–3% and 3%−5%, respectively. The total amount of 24-h UIE was calculated by multiplying the 24-h UIC (μg/L) by the 24-h UV (Liter).

    All data were analyzed using SAS software (version 9.3, SAS Institute) and Microsoft Excel (Version 2016, Microsoft). The variables were expressed as the mean, median, variance, and coefficients of variance (CV%). The sample size (N) of urine collection was estimated using the equation N = (Z × CV%/D)2. The CV% was the square root of the variance divided by the mean as a percentage. The D was the precision of a set-point in the biochemical variables generally defined from ± 1% to ± 50%. The confidence interval (CI) used the Z value was 2.58 for 99%, 2.33 for 98%, 1.96 for 95%, 1.64 for 90%, 1.28 for 80%, 1.04 for 70%, 0.84 for 60%, and 0.67 for 50%. According to the suggestion by Fraser & Harris[6], the calculation using the Z statistic could underestimate the sample size up to 30% when compared with that by the t-statistic. The mean variances of intra-individual and inter-individual were relatively similar whether they were assessed as the mean variance among individuals or using ANOVA techniques. The CV% was used to estimate the sample size of 24-h urine collection for assessing iodine status with a specified precision range for intra-individual and inter-individual variations.

    In this study, a total of 38 healthy adult males, aged 19.1 ± 0.6 years, were finally included, and BMI was 21.4 ± 1.2 Kg/m2. The daily iodine intake for subjects was 107 ± 24 μg/day, whereas the 24-h urine volume (UV) was 2.1 ± 0.7 L and 24-h UIC was 77.6 ± 29.5 μg/L. The urinary creatinine concentration was 86.7 ± 13.4 μmol/L. The concentrations of thyroid hormones involving thyroid-stimulating hormone (TSH), free triiodothyronine (FT3), and free thyroxine (FT4) were 2.4 ± 0.7 uIU/mL, 18.5 ± 2.1 pmol/L, and 5.6 ± 0.5 pmol/L, respectively.

    Table 1 presents the intra-variations in the 24-h UIC and UIE for each subject with insufficient iodine intake. In total, 570 of 24-h urine specimens were collected during the 15 consecutive days. The mean 24-h UIC was 78 μg/L with the concentration from 45 μg/L to 170 μg/L, and the mean 24-h UIE was 119 μg/day with dietary iodine intake from 92 μg/day to 172 μg/day, respectively. The intra-individual CV% was 31.2% in the 24-h UIC and 21.5% in the 24-h UIE. The intra-variation in the 24-h UIC was slightly higher than that of the 24-h UIE.

    No.24-h UIC (μg/L)24-h UIE (μg/Day)
    MeanVarianceCV%MeanVarianceCV%
    16723723.012557819.3
    2931,37539.912149818.4
    31421,24424.91381,07823.9
    46753734.511791325.9
    54611222.911648518.9
    67267536.09454424.7
    77738925.71613,60137.2
    85216124.510525815.3
    98968629.613742215.0
    108063331.612723011.9
    115210319.310939018.2
    1211186426.411527414.4
    134323335.913189822.9
    144711722.79744521.7
    151241,46530.912526313.0
    161701,76524.812570221.2
    179973427.412466920.9
    186352336.21531,45024.9
    194926833.29878228.6
    207976935.010678126.4
    215231033.711832415.2
    22771,19945.29533419.1
    236572341.49840720.7
    245921524.710433317.5
    25851,48345.210448021.1
    265411519.79263427.3
    274523834.210557322.8
    281361,69030.210167625.7
    299569927.81191,11428.0
    305615722.411750819.3
    317662232.612248318.0
    326518621.112651518.0
    33811,09140.61351,18625.5
    348158629.911214310.7
    35426218.611616210.9
    366022725.313754617.0
    371082,66947.917294017.8
    388848825.11061,00129.7
    Median7456229.711753020.0
    Mean7867531.2§11967421.5§
      Note. UIC, urinary iodine concentration; UIE, urinary iodine excretion; CV%, coefficients of variance; Calculated using the mean variance in individuals and using ANOVA techniques gave similar results; §Calculated as [(ΣCV%21–38)/38]1/2.

    Table 1.  Intra-individuals’ variations in the 24-hour urinary iodine concentration (UIC) and excretion (UIE) at the individual level

    As shown in Table 2, we calculated the inter-variations of 24-h UIC and 24-h UIE in a population in the 15 consecutive days. At the population level, the mean 24-h UIC and 24-h UIE were 78 μg/L with the concentrations ranged from 55 μg/L to 104 μg/L, and the mean 24-h UIE was 119 μg/day with the iodine intake from 92 μg/day to 152 μg/day, respectively. The population-based mean CV% was 45.9% in the 24-h UIC and 22.2% in the 24-h UIE. The inter-variation was higher in the 24-h UIC than that of the 24-h UIE.

    Days24-h UIC (μg/L)24-h UIE (μg/Day)
    MeanVarianceCV%MeanVarianceCV%
    16268642.410177827.6
    26565839.69963525.4
    3691,21450.210458823.2
    45996052.69227518.1
    55554942.89946721.9
    6721,40551.811654720.2
    7851,51545.711767922.3
    8781,25245.111847718.6
    9821,14041.413197423.9
    10781,09442.511259021.7
    111012,56750.414159717.4
    12781,27045.81401,25825.3
    13951,80044.515273417.8
    141042,37446.813698723.2
    15811,31744.612181323.5
    Median781,25245.111763522.3
    Mean781,52145.9§11969322.2§
      Note. UIC, urinary iodine concentration; UIE, urinary iodine excretion; CV%, coefficients of variance; Calculated using the mean variance in individuals and using ANOVA techniques gave similar results; §Calculated as [(ΣCV%21–38)/38]1/2.

    Table 2.  Inter-individuals’ variations in the 24-hour urinary iodine concentration (UIC) and excretion (UIE) at the population level

    Table 3 illustrates sample size estimates of the 24-h urine collection in assessing iodine status at the population and individual level. We observed that the estimates of a sample size could increase rapidly in association with an elevation in the precision range, regardless of whether it was in a population or an individual. Moreover, the sample size estimates of the 24-h urine collection were sharply reduced when the precision range was higher than 10%. In particular, based on the variability of 24-h UIC and 24-h UIE, the estimated sample size was distinctly larger in a population than that for an individual. Then, narrowing the precision range from 10% to 2%, the sample size of 24-h urine collection could increase from 105 to 2,630 in a population, or from 44 to 1,101 in an individual, according to the 24-h UIC. Similarly, the sample size could also increase from 25 to 621 in population, or from 20 to 499 in an individual, according to the 24-h UIE. In theory, the estimates of a sample size could be changed accordingly by the requirement in a population or an individual, when a reliable assessment of iodine status could be provided.

    Precision range (D)*24-h UIC (μg/L)24-h UIE (μg/day)
    In populationIn an individual §In populationIn an individual §
    Median varianceLowest variationHighest variationMedian varianceLowest variationHighest variation
    ± 1%10,5224,4051,72811,4582,4841,9985726,911
    ± 2%2,6301,1014322,8656214991431,728
    ± 5%42117669458998023276
    ± 10%10544171152520669
    ± 20%261142965117
    ± 30%1252133218
    ± 40%73172114
    ± 50%42151113
      Note. UIC, urinary iodine concentration; UIE, urinary iodine excretion; CV%, coefficients of variance; *Calculated with a CI of 95% (Z = 1.96); Calculated from N = (Z × CV%/D)2, where Z = 1.96 for 95% CI and D is the precision range; Number of individuals needed to produce one urine sample was calculated based on the variation in the population; §Variation differs between individuals. The sample size needed in an individual is given for individuals with the median, lowest, and highest variation.

    Table 3.  Sample size estimates of the 24-hour urine collection with a specified precision range (D) at the population and individual level

    At present, our study had estimated the sample size according to the variability of the 24-h urinary iodine concentrations (24-h UIC) and 24-h urinary iodine excretion (24-h UIE) derived from a group of adult males with insufficient iodine intake. Therein, with the 95% CI and ± 5% D, we suggested that sample size of the 24-h urine collection should require 421 in a population and 176 in an individual by the 24-h UIC, or 99 in a population and 80 in an individual by the 24-h UIE for assessing iodine status in population with insufficient iodine intake. However, the 24-h urine collection sample size could be selected accordingly and considered acceptable at the population or individual level.

    A slight flaw remains in that great variability exists in urinary iodine within the same day and from day-to-day. As presented in our study, the higher intra-individual and inter-individual CV% was observed: 31.2% and 45.9% for the 24-h UIC and 21.5% and 22.2% for the 24-h UIE. A previous study showed a higher inter-individual CV% with 55% in the 24-h UIC and 41% in the 24-h UIE. The variation was much larger in the 24-h UIC than the 24-h UIE, whereas a smaller variation was seen in the intra-individual than the inter-individual. Similar findings were also reported in a study with the intra-individual and inter-individual CV% of 48%, 56.4% for spot UIC, 40%, and 49.9% for the estimated 24-h UIE[7]. However, a contrasting result from a pilot study in adult women indicated that the intra-individual and inter-individual CV% were 55% and 32% for the 24-h UIC, 48%, and 24% for the 24-h UIE[5]. This difference could be due to the 24-h UIE with the dilution effect considered urine volume, and subjects were provided the same diet, both of which reduce variation. In our study, sample size estimates of the 24-h urine collection were calculated using the reported equation[6]. As two key parameters, CI and D could affect the estimates of sample size. When broadening the D, we observed that it could induce a steep decrease in sample size estimates, whereas adjusting the CI had a smaller impact on sample size. As a rule of thumb, the estimated sample size of the 24-h urine collection could be obtained by combining the 95% CI and ± 5% D. In our study, the 24-h UIC was more easily influenced than the 24-h UIE. The resulting larger variation in the 24-h UIC could indicate more urine collection in a population or an individual. Regardless of whether it was short-term and long-term, urinary iodine variation was associated with many factors, including diet, sex, age, season, and circadian rhythms[8]. Of these, diet is a major determinant of urinary iodine. Some natural iodine content and its inconsistent bioavailability in consumed foods could increase the uncertainty of urinary iodine excretion[9]. Stored iodine in the human body also affects the variation of inter-individual and intra-individual, which might partly affect iodine utilization and absorption[10]. As presented in our study, there was much lower urinary iodine variability in individuals with insufficient iodine intake. A possible reason could be attributed to the activation and excretion of stored iodine. Thus, this rationale may indicate that the 24-h urine collection is lower depending on the variability of the 24-h UIE for assessing iodine status in individuals with insufficient iodine intake.

    To our knowledge, several limitations should be noted. First, the diets designed and provided during the study period had low iodine content, which possibly reduced the unexpected variation. Also, subjects were of the same gender and had similar ages that might result in a limited 24-h urinary iodine variation. Thus, the sample size estimates of urine collection could be reduced. Second, our study was performed on Chinese adult males. The sample size estimates were much larger than the current 38 subjects. If more subjects were included, it would generate a relatively low variation and lower sample size estimation. The generalization of our results to the general population was fairly circumscribed. Third, a large amount of iodine could be stored in the thyroid gland, whereas the 24-h urinary iodine in subjects could not be affected by short-term low iodine intake. The variability of the 24-h UIC and 24-h UIE remains to be verified in a long-term study.

    In conclusion, the 24-h UIC variability was higher than that of the 24-h UIE and verified in a population compared with an individual. With the 95% CI and the ± 5% D, the 24-h urine collection sample size could be adequate when 421 in a population and 176 in an individual by the 24-h UIC, or 99 in a population and 80 in an individual by the 24-h UIE. This data should establish sampling guidelines for understanding the variation when assessing iodine status in individuals with insufficient iodine intake.

    We thank all the subjects and the staff in this study, and we also wish to express our gratitude to the volunteers in Changzhi Medical College of Shanxi province for their assistance.

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