Prevalence of Anemia, Iron Deficiency, Iron Deficiency Anemia and Diagnostic Performance of Hematologic and Biochemical Markers of Sideropenia in 1- to 5-Year-Old Children in Thrace Greece

Panagiota Zikidou1, Christina Tsigalou2, Gregorios Trypsianis3, Alexandros Karvelas2, Aggelos Tsalkidis1 and Elpis Mantadakis1.

Department of Pediatrics, Democritus University of Thrace, University General Hospital of Alexandroupolis, Thrace, Greece
2 Laboratory of Microbiology, Democritus University of Thrace, University General Hospital of Alexandroupolis, Thrace, Greece
3 Department of Medical Statistics, Democritus University of Thrace Faculty of Medicine, Alexandroupolis, Thrace, Greece

Correspondence to: Elpis Mantadakis, MD, PhD Professor of Pediatrics-Pediatric Hematology/Oncology. Department of Pediatrics, Hematology/Oncology Unit, University General Hospital of Alexandroupolis. 68100 Alexandroupolis, Thrace, Greece. Tel: +30-25513-51411, Fax: +30-25510-30340, E-mail: emantada@med.duth.gr

Published: July 1, 2022
Received: March 11, 2022
Accepted: June 16, 2022
Mediterr J Hematol Infect Dis 2022, 14(1): e2022054 DOI 10.4084/MJHID.2022.054

This is an Open Access article distributed under the terms of the Creative Commons Attribution License
(
https://creativecommons.org/licenses/by-nc/4.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

Abstract

Background and Objective: Iron deficiency (ID) is a major public health problem with high prevalence in early childhood. We assessed the prevalence of anemia, ID, and iron deficiency anemia (IDA) in healthy children of Thrace, Greece, its correlation with several factors, and evaluated the diagnostic performance of hematologic and biochemical markers of sideropenia.
Patients and Methods: For 202 healthy children 1-5 years old, a questionnaire was filled out describing their nutritional habits during infancy and early childhood. Venous hemograms along with serum ferritin, TIBC, %TS, and CRP were obtained from all studied children. In a subset of 156 children, the concentration of sTfR was also determined.
Results: Children with ID and IDA had significantly lower beef consumption than children without sideropenia (p=0.044). Using the WHO cutoff values of Hb <11g/dl and ferritin <12μg/l, the prevalence of anemia, ID, and IDA was 9.41%, 6.44%, and 3.47%, respectively. If Hb <12g/dl and ferritin<18μg/l were used as cutoffs, the prevalence of anemia, ID, and IDA was 26.73%, 16.33%, and 5.94%, respectively. ROC analysis revealed that at ferritin <12μg/l, the AUC of sTfR alone (0.827) was substantially better than that of TIBC (0.691), while at serum ferritin cutoff of 18μg/l, the AUC of TIBC (0.770) was better than that of sTfR (0.716).
Conclusions: The prevalence of ID and IDA in children 1-5 years old in Thrace is like in other developed countries. The chosen cutoff of serum ferritin affects the evaluation of the diagnostic significance of the different sideropenia markers.



Introduction

Iron deficiency (ID) is the most common micronutrient deficiency in all countries and is a major public health problem with high prevalence in early childhood.[1] Initially, ID leads to decreased body iron stores without anemia. However, when the iron stores are eventually depleted, iron deficiency anemia (IDA) occurs, i.e., a drop in hemoglobin (Hb) is noticed.[1] Anemia is a major public health problem worldwide, and approximately 50% of it is due to ID.[2] According to the World Health Organization (WHO), about 35% of the world's population, i.e., > 2 billion people, suffer from anemia.[3] The prevalence of ID worldwide is estimated to be 2 to 2.5 times higher than that of IDA.[4]
Three key questions arise when dealing with the diagnosis of IDA, i.e., which children should be screened for, with what hematologic and biochemical markers, and with what diagnostic cutoff values. The WHO recommends targeted screening for IDA in children before iron administration if the prevalence of anemia is >5%.[2] The American Academy of Pediatrics recommends universal screening for IDA at one year of age.[5] However, the US Preventive Services Task Force questions the value of IDA screening in asymptomatic children 6-24 months old.[6] Finally, the U.S. Centers for Disease Control and Prevention recommends targeted screening in children at high risk for IDA.[7]
Hb concentration is used for the diagnosis of anemia. However, it cannot be used as the sole marker of IDA as it lacks specificity and sensitivity.[8-10] Serum ferritin concentration is the most widely used marker of ID, as it reflects the body's iron stores with high specificity but moderate sensitivity because it increases in the presence of inflammation.[6,11] Transferrin is a hepatic glycoprotein that carries nutritional iron from the gut to sites of iron storage and the bone marrow. Transferrin saturation (%TS) is the percentage of transferrin occupied by iron.[2,11] Total iron-binding capacity (TIBC) is the maximum amount of iron that can bind to transferrin and is increased in IDA.[11] Transferrin allows the intracellular transport of iron by binding to transferrin receptors, which are transmembrane proteins found on the surface of most body cells. Soluble transferrin receptors (sTfR) are portions of transferrin receptors that circulate in the blood. When cellular iron uptake is insufficient, an elevation of TfR occurs that allows the cell to compete more efficiently for circulating iron, thus resulting in more circulating sTfR. sTfR are typically elevated in IDA and are less affected by inflammation than serum ferritin.[2,5,11] In addition, they signal the transition of subclinical ID from depleted iron stores to ineffective erythropoiesis and do not increase in serum until the body's iron stores are exhausted.[5] Therefore, the ratio of sTfR to the common logarithm of serum ferritin concentration, also known as the sTfR/Fer index, has a greater diagnostic value for IDA than the use of sTfR and ferritin alone, especially in patients with inflammatory conditions.[12] However, the above ratio has not been adequately studied in infants and children, and limited studies have been performed to determine its reference range and cutoff values for ID.[10,12-15]
In Greece, the prevalence of anemia, ID, and IDA is confounded by the high prevalence of heterozygous thalassemia and has not been well-studied during the last decade in infants and toddlers. The Thrace region is one of the least developed areas of Greece, with lower income than the rest of the country. This prospective study aimed to assess the prevalence of anemia, ID, and IDA in healthy children 1-5 years old in Thrace and correlate it with several factors. We also evaluated the diagnostic performance of hematologic and biochemical markers of ID and IDA when different cutoff values of serum ferritin and Hb were used to define ID and IDA.

Patients and Methods

From March 2019 to August 2021, we prospectively studied the prevalence of anemia, ID, and IDA in healthy children 1-5 years old. For the sample size calculation, we assumed the prevalence of ID to be around 10%. Hence, with an accuracy of ± 4% and with a confidence interval of 95%, about 200-250 children had to be studied.
Our study population included 202 healthy children 1-5 years old who lived permanently in Thrace and visited the University General Hospital of Alexandroupolis or the General Hospital of Didymoteicho for well-child visits during the study period. Children with chronic diseases, infections [serum C-reactive protein (CRP) >0.5mg/dl)], bleeding disorders, known anemia due to other causes beyond ID, and permanent residence outside Thrace were excluded. The Scientific Institutional Review Boards approved the study of both participating hospitals. The parents or guardians signed a written informed consent to provide detailed demographic and medical information and to allow laboratory testing of their children. The study's questionnaire included demographic information (child's age and sex) and information regarding parental socioeconomic status and nutritional habits during infancy and early childhood. Venous blood sampling was performed for complete blood count (CBC) measurement along with serum ferritin, TIBC, %TS, and CRP, to assess the prevalence of anemia, ID, and IDA. In a subset of 156 patients with an adequate amount of available serum, the concentration of sTfR was also determined. The Sysmex 5000 analyzer (Sysmex Corporation, Kobe, Japan) was used for CBC determination, while the Immulite 1000 analyzer (Siemens Healthcare, Erlangen, Germany) was used for serum ferritin measurement. The Targa 1500 analyzer (Biotecnica Instruments S.p.A., Rome, Italy) and the FERENE direct colorimetric method were used for TIBC and TS measurement. Finally, the ADVIA 2400 analyzer (Siemens Healthcare, Erlangen, Germany) and the immunoturbidimetry method were used to determine CRP and sTfR. The definition of WHO, i.e., Hb concentration <11g/dl for children 1-5 years old, was used to define anemia.[2] The National Health and Nutrition Examination Survey (NHANES) serum ferritin cutoff of <12μg/l was used to delimit ID.[16] The combination of low Hb and serum ferritin was used to define IDA. Finally, the sTfR/Fer index was calculated, as previously described.[17,18]
Statistical analysis was performed using the Statistical Package for the Social Sciences (SPSS), version 19.0 (IBM Corporation, Armonk, NY, USA). The normality of quantitative variables was tested with Kolmogorov-Smirnov or Shapiro-Wilks tests (for small samples). Normally distributed quantitative variables were expressed as mean ± standard deviation, while non-normally distributed variables were expressed as medians and ranges. Qualitative variables were expressed as absolute and relative (%) frequencies. For the correlation between the two independent groups (healthy children versus children with ID), the Unpaired t-test was used for variables that follow a normal distribution. Mann-Whitney U-test was used for the remaining variables. Chi-square and Fisher's exact tests were used to evaluate potential associations between qualitative variables. Receiver operating characteristic (ROC) analysis was used to evaluate the diagnostic significance of the hematologic and biochemical parameters tested. The area under the ROC curve (AUC), sensitivity, specificity, positive and negative predictive values were calculated, while Cohen's kappa was used to assess agreement. The optimal cutoff values were derived according to Youden Index. All tests were two-tailed, and statistical significance was set at P<0.05.
 

Results

The demographics, nutritional status, and laboratory tests of healthy children and those with ID are presented in Table 1. The children's median age was 40 months. The family's annual income ranged from 0 to 40,000 euros, with a median of 16,000 euros. Overall, 57.43% of the children were boys. Only 4.95% of the children belonged to the Muslim minority (including Pomaks) of Greek Thrace and 12.87% to the Roma minority. The median duration of exclusive breastfeeding was 150 days. The median consumption of beef was twice a week. During infancy, 19.80% of children were breastfed, 67.33% were formula-fed, and 12.37% were on a mixed diet. As shown, the median value of Hb was 12.50g/dl (7.69-15), of MCV 79.55fl (53.10-93.20), of MCH 26.90pg (17.40-36.50), and of RDW 14.70% (11.30-27.10). The mean serum ferritin was 35.60μg/l (2.18-325), of sTfR 1.20mg/l (0.70-5.99) and of sTfR/Fer index 0.73 (0.31-17.70). The mean TIBC and TS% were 367.70μg/dl (±70.21) and 19.79% (±9.56), respectively.

Table 1 Table 1. Demographics, nutritional status, and laboratory tests of healthy children and those with iron deficiency (ID) (ferritin< 12 μg/l) that were recruited.
Table 1.2

Overall, 23.08% of children with ID belonged to the Roma minority compared to only 3.70% of healthy children (p=0.007). Healthy children were found to have higher beef consumption than children with ID [median two meals per week (0-7) versus 1 (0–3), p=0.044]. Remarkably, 30.77% of children with ID did not include beef in their diet compared to 5.82% of healthy children (p=0.017).
The overall prevalence of anemia based on the WHO definition was 9.41%. If a cutoff of Hb<12g/dl was used, the overall prevalence of anemia was 26.73%. The overall prevalence of ID was 6.44%. If a cutoff value of ferritin<18μg/l was used, then the prevalence of ID was 16.33%. The overall prevalence of IDA was 3.47%. If Hb <12g/dl and ferritin<18μg/l were used as cutoffs, then the prevalence of IDA was 5.94%. The differences observed in the prevalence of anemia, ID, and IDA between age groups were not significant, except for the prevalence of anemia using a cutoff Hb value of 12g/dl (Table 2).


Table 2 Table 2.  Prevalence of anemia, ID, and IDA based on different cutoff values of Hb and serum ferritin in 202 children, and in the subgroups of children 12-35 and 36-60 months old.

Table 3 and Figures 1 and 2 depict the results of the ROC analysis for the evaluation of specificity and sensitivity of sideropenia biomarkers, i.e., %TS, TIBC, sTfR, sTfR/Fer index, and Hb in children 1-5 years old, when ferritin < 12μg/l and <18μg/l were used to define ID. When ferritin < 12μg/l was used to delimit ID, the biomarker with the highest specificity but the lowest sensitivity was sTfR (93% and 69.2%, respectively). In contrast, the biomarker with the highest sensitivity (100%) was sTfR/Fer index. sTfR were found to have the highest positive predictive value (PPV) (47.4%), while Ηb was found to have the lowest PPV (16.7%). Conversely, the sTfR/Fer index was found to have the highest negative predictive value (NPV) (100%). The AUC was highest for the sTfR/Fer index (0.971), followed by sTfR (0.827). When ferritin <18μg/l was used to define ID, the sTfR/Fer index had the highest AUC (0.946).
At serum ferritin 12μg/l, as the cutoff of ID, the AUC of sTfR alone (0.827) was substantially better than that of TIBC (0.691), as shown by the green line of sTfR in Figure 1. On the other hand, at a serum ferritin cutoff of 18μg/l, the AUC of TIBC (0.770) was better than that of sTfR (0.716), as depicted by the blue line of TIBC in Figure 2.


Table 3 Table 3. ROC analysis for the evaluation of the diagnostic significance of transferrin saturation (%TS), total iron binding capacity (TIBC), soluble transferrin receptors (sTfR), ratio of soluble transferrin receptors to log ferritin (sTFR/Fer index), and hemoglobin (Hb) in children 1-5 years old, when ferritin < 12μg/l or ferritin <18μg/l was used to define iron deficiency.

Figure 1 Figure 1. ROC analysis for the evaluation of the diagnostic significance of transferrin saturation (%TS), total iron binding capacity (TIBC), soluble transferrin receptors (sTfR), ratio of soluble transferrin receptors to log ferritin (sTfR/Fer index), and hemoglobin (Hb) in children 1-5 years old, when ferritin < 12μg/l was used to define iron deficiency.

Figure 2 Figure 2. ROC analysis for the evaluation of the diagnostic significance of transferrin saturation (%TS), total iron binding capacity (TIBC), soluble transferrin receptors (sTfR), ratio of soluble transferrin receptors to log ferritin (sTfR/Fer index), and hemoglobin (Hb) in children 1-5 years old, when ferritin <18μg/l was used to define iron deficiency.



Discussion

ID is the most common nutritional deficiency worldwide and a public health problem in late infancy and in children 2-5 years old.[1] When left untreated, IDA occurs, negatively affecting preschoolers' motor, emotional, and social development and their subsequent intellectual performance and learning abilities. Therefore, preventing ID in early childhood is a public health priority.[19] Our study used two serum ferritin thresholds, 12 μg/l and 18 μg/l, to define ID and two Hb thresholds (11g/dl and 12g/dl) to define anemia. Using the WHO cutoff value of Hb <11g/dl and of  ferritin <12μg/l, we showed the prevalence of anemia, ID, and IDA in healthy children 1-5 years old in Thrace to be 9.41%, 6.44%, and 3.47%, respectively. Hence, only approximately 37% of anemia in healthy children 1-5 years old was IDA in our sample, an almost identical figure to the US, where 60% of anemia in toddlers is not IDA.[5] Using the higher cutoffs, the prevalence of anemia, ID, and IDA increased to 26.73%, 16.33%, and 5.94%, respectively. Higher cutoffs allow earlier intervention, i.e., dietary changes or administration of iron supplements, although their diagnostic accuracy needs to be determined prospectively via epidemiologic methods.[19] In the ROC analyses, the chosen cutoff of serum ferritin affects the evaluation of the diagnostic significance of the different markers of sideropenia. More specifically, sTfR alone was a better biomarker than TIBC when serum ferritin cutoff of 12μg/l was used to define ID, while TIBC was slightly better than sTfR at serum ferritin cutoff of 18μg/l.
A prospective long-term study in 2001 conducted in 11 European countries found the prevalence of anemia in 12-month-old infants to be 9.4%, ID 7.2%, and IDA 2.3%.[20] A review of 44 studies conducted in 19 European countries showed that ID occurred in 3-48% of children 12-36 months old, while the prevalence of IDA was close to 50% in Eastern Europe but less than 5% in Southern and Western Europe.[21] A US study published in 1997 found that the prevalence of ID and IDA in children 12-24 months old was 9% and 3%, respectively, while in children older than three years of age, the prevalence of ID and IDA was ≤3% and <1%, respectively.[22] Similarly, in a more recent US study published in 2016, the prevalence of anemia in toddlers 1-2 years old was 2.7%, but only half of the anemic children suffered from ID. In the same study, the prevalence of ID, anemia, and IDA in healthy children 1-5 years old was 7.1%, 3.2%, and 1.1%, respectively.[23]
Regarding Greece, in a prospective study conducted in 2007 of 3,100 children aged 8 months to 15 years in Northern Greece, the prevalence of ID and IDA was 14% and 2.9%, respectively, with these rates being substantially higher in children <2 years old (34.1% and 16.1%, respectively).[24] A cross-sectional study in 2008 from Thessaly, in Central Greece, with 938 children aged 12-24 months, found the prevalence of IDA to be approximately 8%.[25,26] Notably, we did not find that the prevalence of ID and IDA was significantly different among children aged 12-35 and 36-60 months.
Hb concentration alone cannot be used to define ID or IDA, as it lacks sensitivity and specificity.[8-10Recent studies confirm the need for combined Hb and serum ferritin testing for ID screening and verify the nonlinear relationship between them.[27,28] More importantly, these studies propose raising the diagnostic serum ferritin threshold in one-year-olds to 18μg/l from the currently accepted NHANES threshold of 10-12μg/l because, at the 18μg/l serum ferritin inflection, the Hb level is 12g/dl, i.e., much higher than the long-established WHO threshold for anemia of 11g/dl. Moreover, an anemia threshold Hb of 11g/dl corresponded to serum ferritin <5μg/l.[27,28] Thus, by allowing serum ferritin to drop to values much lower than 10-12μg/l if Hb remains >11g/dl, we lose time in correcting ID, which has potentially long-lasting neurodevelopmental consequences.[19] A single-institution study in a high-resource setting found that higher serum ferritin has been associated with higher cognitive function, with serum ferritin of 17μg/l corresponding to the maximum level of cognition at 24 months of age. However, maternal education was not included in the author's model when previous studies on cognitive outcomes of ID suggest poor maternal education and low socioeconomic status to be additional risk factors for the ID. Hence, these findings cannot be generalized to lower-income settings, and further research is essential to validate them in more diverse low- and medium-income sets.[29]
sTfR, when combined with the serum ferritin, is a useful indicator of ID and erythropoietic activity with increased specificity and sensitivity.[2,5,11] In the ROC analyses, the AUC of sTfR alone was substantially better than that of TIBC at a serum ferritin cutoff of 12μg/l, while at a serum ferritin cutoff of 18μg/l, the AUC of TIBC was slightly better than that of sTfR (0.716). Our findings are consistent with older reports in adults and children.[14,30-39] The sTfR/Fer index incorporates the high sensitivity of sTfR, which indicate cellular oxygen needs, and the high specificity of ferritin, which represents iron stores.[30] In a meta-analysis, the overall sensitivity, specificity, and positive and negative likelihood ratios of sTfR in a set of studies were 86%, 75%, 3.85, and 0.19, respectively, with an AUC of 0.912.[31] In another study, sTfR and sTfR/Fer index had the highest AUC (0.75 and 0.76, respectively). They were the most sensitive markers for detecting ID (83% and 75%, respectively) in children living in areas with a high prevalence of infections, although with moderate specificity (50% and 56%, respectively).[32] In children with inflammatory bowel diseases (IBD), the biomarkers that better-predicted ID and IDA were also the sTfR and sTfR/Fer index,[33,34] something that has been confirmed in adults with IBD as well.[35]
In our study, children with ID were found to have lower beef consumption than healthy children. In addition, 30.77% of children with ID did not include beef in their diet compared to only 5.82% of healthy children. Several studies evaluated the association between meat consumption and iron status in infants and young children, leading to conflicting results. Some found no differences in iron status when high meat consumers were compared to low meat consumers or when meat consumers were compared to cereal or milk consumers.[40] On the other hand, other studies support our findings; thus, in Northern European, healthy infants and toddlers, meat and fish consumption is associated with better iron status.[41] In a cross-sectional study of 263 Israeli healthy 1.5- to 6-year-old children, extremely low red meat consumers had a 4-fold higher rate of ID than those who consumed red meat twice per week, whereas poultry consumption was not associated with ID.[42] Moreover, a 20-week randomized placebo-controlled trial in 12-20-months-old children showed that in comparison with the control group, serum ferritin was significantly higher in the red meat group.[43] In addition, a randomized interventional trial from Denmark identified a difference in Hb but not serum ferritin when high meat consumers were compared to low meat consumers in the first year of life.[44] Finally, in a Canadian cross-sectional study of 12-36 months-old healthy children, eating meat or meat alternatives was not associated with serum ferritin but with decreased odds of ID.[40] Therefore, pediatricians should be encouraged to advocate earlier meat consumption in infants to prevent ID / IDA. However, this may not apply to low-income countries, where meat is scarce and/or too expensive to obtain regularly.
In our study, children with ID were found to have higher fresh cow's milk consumption (>700ml/24h) than healthy ones, which is consistent with current knowledge.[45] In two studies performed in Iceland, iron status at 12 months of age was negatively associated with fresh cow's milk consumption between 9 and 12 months of age. The iron status of infants consuming higher amounts of fresh cow's milk was significantly worse than that of infants in the lowest quintile of milk consumption, suggesting the dose-dependent negative effect of fresh cow's milk on iron status.[46,47]
Our study has several limitations. First, we studied a relatively small number of children to assess the prevalence of anemia, ID, and IDA. For safer conclusions, more children had to be enrolled; but unfortunately, the recruitment period coincided with the COVID-19 pandemic, which severely limited the number of children visiting both study hospitals for well-child visits. Second, regarding most of the established environmental risk factors for sideropenia studied, no statistically significant differences were found between healthy children and those with ID, likely due to the small sample size. Third, children from the Muslim minority of Thrace were likely under-represented, although Roma children were likely over-represented. The prevalence of anemia, ID, and IDA is probably higher in minority populations. Finally, determination of sTfR was not available in all studied children.

 

Conclusions

We found that the current prevalence of anemia, ID, and IDA in children of Thrace 1-5 years old does not significantly differ from that of other developed countries. However, in the future, it is crucial to carefully choose the cutoff values of Hb and serum ferritin to define ID and IDA, as the goal is for fewer toddlers and preschoolers with sideropenia to remain undiagnosed and untreated. In this regard, the chosen cutoff of serum ferritin may affect the evaluation of the diagnostic significance of the different sideropenia markers. 


References   

  1. Mantadakis E, Chatzimichael E, Zikidou P. Iron Deficiency Anemia in Children Residing in High and Low-Income Countries: Risk Factors, Prevention, Diagnosis and Therapy. Mediterr J Hematol Infect Dis. 2020;12(1):e2020041. doi: 10.4084/MJHID.2020.041. Epub 2020 Jul 1. https://doi.org/10.4084/mjhid.2020.041 PMid:32670519 PMCid:PMC7340216 
  2. Assessing the iron status of populations: including literature reviews. Report of a Joint World Health Organization/Centers for Disease Control and Prevention Technical Consultation on the Assessment of Iron Status at the Population Level. Geneva, Switzerland. 6-8 April 2004. 2nd edition. 
  3. WHO (2000). Nutrition for health and development. A global agenda for combating malnutrition. Geneva.
  4. ACC/SCN (2001). What Works? A Review of the Efficacy and Effectiveness of Nutrition Interventions, Allen LH and Gillespie SR. ACC/SCN: Geneva in collaboration with the Asian Development Bank, Manila.
  5. Baker RD, Greer FR. Committee on Nutrition American Academy of Pediatrics. Diagnosis and prevention of iron deficiency and iron-deficiency anemia in infants and young children (0-3 years of age). Pediatrics. 2010;126(5):1040-1050. doi: 10.1542/peds.2010-2576. Epub 2010 Oct 5. https://doi.org/10.1542/peds.2010-2576 PMid:20923825 
  6. Cappellini MD, Musallam KM, Taher AT. Iron deficiency anaemia revisited. J Intern Med. 2020;287(2):153-170. doi: 10.1111/joim.13004. Epub 2019 Nov 12. https://doi.org/10.1111/joim.13004 PMid:31665543 
  7. Centers for Disease Control and Prevention. Recommendations to prevent and control iron deficiency in the United States. MMWR Recomm Rep. 1998;47(RR-3):1-29. https://www.cdc.gov/mmwr/preview/mmwrhtml/00051880.htm  
  8. Dupont C. Prevalence of iron deficiency. Arch Pediatr. 2017;24(5S):5S45-5S48. doi: 10.1016/S0929-693X(17)24009-3. https://doi.org/10.1016/S0929-693X(17)24009-3  
  9. Kohli-Kumar M. Screening for anemia in children. Pediatrics. 2001;108(3):E56. doi: 10.1542/peds.108.3.e56. https://doi.org/10.1542/peds.108.3.e56 PMid:11533374 
  10. Burke RM, Leon JS, Suchdev PS. Identification, prevention and treatment of iron deficiency during the first 1000 days. Nutrients. 2014;6(10):4093-4114. doi: 10.3390/nu6104093. Epub 2014 Oct 10. https://doi.org/10.3390/nu6104093 PMid:25310252  PMCid:PMC4210909 
  11. Cameron BM, Neufeld LM. Estimating the prevalence of iron deficiency in the first two years of life: technical and measurement issues. Nutr Rev. 2011;69(Suppl 1):S49-S56. doi: 10.1111/j.1753-4887.2011.00433.x. https://doi.org/10.1111/j.1753-4887.2011.00433.x PMid:22043883 
  12. Vázquez-López MA, López-Ruzafa E, Lendinez-Molinos F, Ortiz-Pérez M, Ruiz-Tudela L, Martín-González M. Reference values of serum transferrin receptor (sTfR) and sTfR/log ferritin index in healthy children. Pediatr Hematol Oncol. 2016;33(2):109-120. doi: 10.3109/08880018.2015.1138007. Epub 2016 Mar 7. https://doi.org/10.3109/08880018.2015.1138007 PMid:26950203 
  13. Malope BI, MacPhail AP, Alberts M, Hiss DC. The ratio of serum transferrin receptor and serum ferritin in the diagnosis of iron status. Br J Haematol. 2001;115(1):84-89. doi: 10.1046/j.1365-2141.2001.03063.x. https://doi.org/10.1046/j.1365-2141.2001.03063.x PMid:11722416 
  14. Vázquez-López MA, López-Ruzafa E, Ibáñez-Alcalde M, Martín-González M, Bonillo-Perales A, Lendínez-Molinos F. The usefulness of reticulocyte haemoglobin content, serum transferrin receptor and the sTfR-ferritin index to identify iron deficiency in healthy children aged 1-16 years. Eur J Pediatr. 2019;178(1):41-49. doi: 10.1007/s00431-018-3257-0. Epub 2018 Sep 27. https://doi.org/10.1007/s00431-018-3257-0 PMid:30264352 
  15. Ooi CL, Lepage N, Nieuwenhuys E, Sharma AP, Filler G. Pediatric reference intervals for soluble transferrin receptor and transferrin receptor-ferritin index. World J Pediatr. 2009;5(2):122-126. doi: 10.1007/s12519-009-0024-3. Epub 2009 Jul 9. https://doi.org/10.1007/s12519-009-0024-3 PMid:19718534 
  16. WHO guideline on use of ferritin concentrations to assess iron status in individuals and populations. Geneva: World Health Organization. 2020. Licence: CC BY-NC-SA 3.0 IGO. 
  17. Punnonen K, Irjala K, Rajamäki A. Serum transferrin receptor and its ratio to serum ferritin in the diagnosis of iron deficiency. Blood. 1997;89(3):1052-1057. https://doi.org/10.1182/blood.V89.3.1052 PMid:9028338 
  18. Dimitriou H, Stiakaki E, Markaki EA, Bolonaki I, Giannakopoulou C, Kalmanti M. Soluble transferrin receptor levels and soluble transferrin receptor/log ferritin index in the evaluation of erythropoietic status in childhood infections and malignancy. Acta Paediatr. 2000;89(10):1169-1173. doi: 10.1080/080352500750027510. https://doi.org/10.1080/080352500750027510 PMid:11083370 
  19. Mantadakis E. Editorial: Serum Ferritin Threshold for Iron Deficiency Screening in One-Year-Old Children. J Pediatr. 2022. https://doi.org/10.1016/ j.jpeds.2022.02.050. Epub 2022 Feb 26. 
  20. Male C, Persson LA, Freeman V, Guerra A, van't Hof MA, Haschke F. Prevalence of iron deficiency in 12-mo-old infants from 11 European areas and influence of dietary factors on iron status (Euro-Growth Study). Acta Paediatr. 2001;90(5):492-498. doi: 10.1080/080352501750197601. https://doi.org/10.1080/080352501750197601 PMid:11430706 
  21. Eussen S, Alles M, Uijterschout L, Brus F, van der Horst-Graat J. Iron intake and status of children aged 6-36 months in Europe: a systematic review. Ann Nutr Metab. 2015;66(2-3):80-92. doi: 10.1159/000371357. Epub 2015 Jan 21. https://doi.org/10.1159/000371357 PMid:25612840 
  22. Looker AC, Dallman PR, Carroll MD, Gunter EW, Johnson CJ. Prevalence of Iron Deficiency in the United States. JAMA. 1997;277(12):973-976. doi: 10.1001/jama.1997.03540360041028. https://doi.org/10.1001/jama.1997.03540360041028 PMid:9091669
  23. Gupta PM, Perrine CG, Mei Z, Scanlon KS. Iron, anemia, and iron deficiency anemia among young children in the United States. Nutrients. 2016;8(6):330. doi: 10.3390/nu8060330. https://doi.org/10.3390/nu8060330 PMid:27249004 PMCid:PMC4924171
  24.  Gompakis N, Economou M, Tsantali C, Kouloulias V, Keramida M, Athanasiou-Metaxa M. The effect of dietary habits and socioeconomic status on the prevalence of iron deficiency in children of northern Greece. Acta Haematol. 2007;117(4):200-204. doi: 10.1159/000098273. Epub 2007 Jan 3. https://doi.org/10.1159/000098273 PMid:17199080 
  25. Tympa-Psirropoulou E, Vagenas C, Dafni O, Matala A, Skopouli F. Environmental risk factors for iron deficiency anemia in children 12-24 months old in the area of Thessalia in Greece. Hippokratia. 2008;12(4):240-250.
  26. Tympa-Psirropoulou E, Vagenas C, Psirropoulos D, Dafni O, Matala A, Skopouli F. Nutritional risk factors for iron-deficiency anaemia in children 12-24 months old in the area of Thessalia in Greece. Int J Food Sci Nutr. 2005;56(1):1-12. doi: 10.1080/09637480500081183. https://doi.org/10.1080/09637480500081183 PMid:16019310 
  27. Mukhtarova N, Ha B, Diamond CA, Plumb AJ, Kling PJ. Serum Ferritin Threshold for Iron Deficiency Screening in One-Year-Old Children. J Pediatr. 2022:S0022-3476(22)00081-6. doi: 10.1016/j.jpeds.2022.01.050. Online ahead of print. https://doi.org/10.1016/j.jpeds.2022.01.050 PMid:35114287 
  28. Abdullah K, Birken CS, Maguire JL, Fehlings D, Hanley AJ, Thorpe KE, Parkin PC. Re-Evaluation of Serum Ferritin Cut-Off Values for the Diagnosis of Iron Deficiency in Children Aged 12-36 Months. J Pediatr. 2017;188:287-290. doi: 10.1016/j.jpeds.2017.03.028. Epub 2017 Apr 18. https://doi.org/10.1016/j.jpeds.2017.03.028 PMid:28431746 
  29. Parkin PC, Koroshegyi C, Mamak E, Borkhoff CM, Birken CS, Maguire JL, Thorpe KE. Association between Serum Ferritin and Cognitive Function in Early Childhood. J Pediatr. 2020;217:189-191.e2. doi: 10.1016/j.jpeds.2019.09.051. Epub 2019 Nov 2.
    https://doi.org/10.1016/j.jpeds.2019.09.051 PMid:31685227 
  30. Phiri KS, Calis JCJ, Siyasiya A, Bates I, Brabin B, Boele van Hensbroek M. New cut-off values for ferritin and soluble transferrin receptor for the assessment of iron deficiency in children in a high infection pressure area. J Clin Pathol. 2009;62(12):1103-1106. doi:10.1136/jcp.2009.066498. https://doi.org/10.1136/jcp.2009.066498 PMid:19946096 PMCid:PMC2776133 
  31. Infusino I, Braga F, Dolci A, Panteghini M. Soluble Transferrin Receptor (sTfR) and sTfR/log Ferritin Index for the Diagnosis of Iron-Deficiency Anemia. A Meta-Analysis. Am J Clin Pathol. 2012;138(5):642-649. doi: 10.1309/AJCP16NTXZLZFAIB
    https://doi.org/10.1309/AJCP16NTXZLZFAIB PMid:23086764 
  32. Aguilar R, Moraleda C, Quintó L, Renom M, Mussacate L, Macete E, Aguilar JL, Alonso PL, Menéndez C. Challenges in the Diagnosis of Iron Deficiency in Children Exposed to High Prevalence of Infections. PLoS ONE. 2012;7(11):e50584. doi:10.1371/journal.pone.0050584. Epub 2012 Nov 27. https://doi.org/10.1371/journal.pone.0050584 PMid:23209786 PMCid:PMC3507793 
  33. Krawiec P, Pac-Kozuchowska E. Soluble transferrin receptor and soluble transferrin receptor/log ferritin index in diagnosis of iron deficiency anemia in pediatric inflammatory bowel disease. Dig Liv Dis. 2019;51(3):352-357. doi: 10.1016/j.dld.2018.11.012. Epub 2018 Nov 22. https://doi.org/10.1016/j.dld.2018.11.012 PMid:30538074 
  34. Krawiec P, Pac-Kozuchowska E. Biomarkers and Hematological Indices in the Diagnosis of Iron Deficiency in Children with Inflammatory Bowel Disease. Nutrients. 2020;12(5):1358. doi:10.3390/nu12051358. https://doi.org/10.3390/nu12051358
    PMid:32397525 PMCid:PMC7284745
  35. Oustamanolakis P, Koutroubakis IE, Messaritakis I, Niniraki M, Kouroumalis EA. Soluble transferrin receptor-ferritin index in the evaluation of anemia in inflammatory bowel disease: a case-control study. Ann Gastroenterol. 2011;24(2):108-114.  
  36. Angeles Vázquez López M, Molinos FL, Carmona ML, Morales AC, Muñoz Vico FJ, Muñoz JL, Muñoz Hoyos A. Serum transferrin receptor in children: usefulness for determinating the nature of anemia in infection. J Pediatr Hematol Oncol. 2006;28(12):809-815. doi: 10.1097/MPH.0b013e31802d751a. https://doi.org/10.1097/MPH.0b013e31802d751a PMid:17164650 
  37. Grant FK, Martorell R, Flores-Ayala R, Cole CR, Ruth LJ, Ramakrishnan U, Suchdev PS. Comparison of indicators of iron deficiency in Kenyan children. Am J Clin Nutr. 2012;95(5):1231-1237. doi: 10.3945/ajcn.111.029900. Epub 2012 Mar 28.
    https://doi.org/10.3945/ajcn.111.029900 PMid:22456661 PMCid:PMC4697948 
  38. Jonker FA, Boele van Hensbroek M, Leenstra T, Vet RJ, Brabin BJ, Maseko N, Gushu MB, Emana M, Kraaijenhagen R, Tjalsma H, Swinkels DW, Calis JC. Conventional and novel peripheral blood iron markers compared against bone marrow in Malawian children. J Clin Pathol. 2014;67(8):717-723. doi: 10.1136/jclinpath-2014-202291. Epub 2014 Jun 10. https://doi.org/10.1136/jclinpath-2014-202291 PMid:24915849 
  39. Chen YC, Hung SC, Tarng DC. Association between transferrin receptor-ferritin index and conventional measures of iron responsiveness in hemodialysis patients. Am J Kidney Dis. 2006;47(6):1036-1044. doi: 10.1053/j.ajkd.2006.02.180.
    https://doi.org/10.1053/j.ajkd.2006.02.180 PMid:16731299
  40. Cox KA, Parkin PC, Anderson LN, Chen Y, Birken CS, Maguire JL, Macarthur C, Borkhoff CM; TARGet Kids! Collaboration. Association Between Meat and Meat-Alternative Consumption and Iron Stores in Early Childhood. Acad Pediatr. 2016;16(8):783-791. doi: 10.1016/j.acap.2016.01.003. Epub 2016 Jan 20. https://doi.org/10.1016/j.acap.2016.01.003 PMid:26804490 
  41. Holmlund-Suila EM, Hauta-Alus HH, Enlund-Cerullo M, Rosendahl J, Valkama SM, Andersson S, Mäkitie O. Iron status in early childhood is modified by diet, sex and growth: Secondary analysis of a randomized controlled vitamin D trial. Clin Nutr. 2022;41(2):279-287. doi: 10.1016/j.clnu.2021.12.013. Epub 2021 Dec 13. https://doi.org/10.1016/j.clnu.2021.12.013 PMid:34999321 
  42. Moshe G, Amitai Y, Korchia G, Korchia L, Tenenbaum A, Rosenblum J, Schechter A. Anemia and iron deficiency in children: association with red meat and poultry consumption. J Pediatr Gastroenterol Nutr. 2013;57(6):722-727. doi: 10.1097/MPG.0b013e3182a80c42. https://doi.org/10.1097/MPG.0b013e3182a80c42 PMid:24280989
  43. Szymlek-Gay EA, Ferguson EL, Heath AL, Gray AR, Gibson RS. Food-based strategies improve iron status in toddlers: a randomized controlled trial12. Am J Clin Nutr. 2009;90(6):1541-1551. doi: 10.3945/ajcn.2009.27588. Epub 2009 Oct 14. https://doi.org/10.3945/ajcn.2009.27588 PMid:19828711 
  44. Engelmann MD, Sandström B, MichaelsenKF. Meat intake and iron status in late infancy: an intervention study. J Pediatr Gastroenterol Nutr. 1998;26(1):26-33. doi: 10.1097/00005176-199801000-00005. https://doi.org/10.1097/00005176-199801000-00005 PMid:9443116
  45. Powers JM, Buchanan GR. Disorders of Iron Metabolism: New Diagnostic and Treatment Approaches to Iron Deficiency. Hematol Oncol Clin North Am. 2019;33(3):393-408. doi: 10.1016/j.hoc.2019.01.006. Epub 2019 Mar 29. https://doi.org/10.1016/j.hoc.2019.01.006 PMid:31030809 
  46. Thorsdottir I, Gunnarsson BS, Atladottir H, Michaelsen KF, Palsson G. Iron status at 12 months of age - effects of body size, growth and diet in a population with high birth weight. Eur J Clin Nutr. 2003;57(4):505-513. doi: 10.1038/sj.ejcn.1601594.
    https://doi.org/10.1038/sj.ejcn.1601594 PMid:12700611  
  47. Thorisdottir AV, Ramel A, Palsson GI, Tomassson H, Thorsdottir I. Iron status of one-year-olds and association with breast milk, cow's milk or formula in late infancy. Eur. J. Nutr. 2013;52(6):1661-1668. doi: 10.1007/s00394-012-0472-8. Epub 2012 Dec 2. https://doi.org/10.1007/s00394-012-0472-8 PMid:23212531

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