review article hemoglobin concentration and pregnancy ...fetal gender ren et al., [ ] retrospective...

10
Hindawi Publishing Corporation BioMed Research International Volume 2013, Article ID 769057, 9 pages http://dx.doi.org/10.1155/2013/769057 Review Article Hemoglobin Concentration and Pregnancy Outcomes: A Systematic Review and Meta-Analysis Bunyarit Sukrat, 1,2 Chumpon Wilasrusmee, 1,3 Boonying Siribumrungwong, 1,4 Mark McEvoy, 5 Chusak Okascharoen, 6 John Attia, 5 and Ammarin Thakkinstian 1 1 Section for Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road, Rachatevi, Bangkok 10400, ailand 2 Bureau of Reproductive Health, Department of Health, Ministry of Public Health, Muang, Nontaburi 11000, ailand 3 Department of Surgery, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road, Rachatevi, Bangkok 10400, ailand 4 Department of Surgery, Faculty of Medicine, ammasat Hospital, ammasat University, Klongluang, Pathumthani 12121, ailand 5 Centre for Clinical Epidemiology and Biostatistics, e University of Newcastle, Newcastle, NSW 2300, Australia 6 Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road, Rachatevi, Bangkok 10400, ailand Correspondence should be addressed to Ammarin akkinstian; [email protected] Received 4 April 2013; Accepted 5 July 2013 Academic Editor: Naveed Janjua Copyright © 2013 Bunyarit Sukrat et al. is is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. Objective. To conduct a systematic review and meta-analysis of hemoglobin effect on the pregnancy outcomes. Methods. We searched MEDLINE and SCOPUS from January 1, 1990 to April 10, 2011. Observational studies addressing association between hemoglobin and adverse pregnancy outcomes were selected. Two reviewers independently extracted data. A mixed logistic regression was applied to assess the effects of hemoglobin on preterm birth, low birth weight, and small for gestational age. Results. Seventeen studies were included in poolings. Hemoglobin below 11 g/dL was, respectively, 1.10 (95% CI: 1.02–1.19), 1.17 (95% CI: 1.03– 1.32), and 1.14 (95% CI: 1.05–1.24) times higher risk of preterm birth, low birth weight, and small for gestational age than normal hemoglobin in the first trimester. In the third trimester, hemoglobin below 11 g/dL was 1.30 (95% CI: 1.08–1.58) times higher risk of low birth weight. Hemoglobin above 14 g/dL in third trimester decreased the risk of preterm term with ORs of 0.50 (95% CI: 0.26–0.97), but it might be affected by publication bias. Conclusions. Our review suggests that hemoglobin below 11 g/dl increases the risk of preterm birth, low birth weight, and small gestational age in the first trimester and the risk of low birth weight in the third trimester. 1. Introduction Anemia has been claimed to be the most common nutritional disorder in pregnancy across the world [1, 2]. e worldwide prevalence is estimated at 41.8% (95% CI: 39.9–43.8) [2] and is more common in African (57.1%, 95% CI: 52.8–61.3) pregnant women. e prevalence, however, depends on the definition of anemia, in which two definitions are commonly used, that is, the Centers for Disease Control and Prevention (CDC) and the World Health Organization (WHO) definitions [3, 4]. Adverse pregnancy outcomes thought to be affected by anemia include maternal mortality, perinatal mortality, preterm birth (PTB), low birth weight (LBW), and small for gestational age (SGA). Previous research has demonstrated a strong association between severe anemia and maternal mortality [5], but the risk of maternal mortality in pregnant women with moderate anemia (i.e., hemoglobin concentra- tion of 40–80 g/dL) was inconclusive. e impact of anemia on other adverse pregnancy outcomes (e.g., PTB, LBW and SGA) is controversial. Some studies found significant associations [612], while other studies did not [1316]; this is likely the result of different studies using different criteria or cutoff thresholds for defining anemia. In another way, some studies reported the association between high hemoglobin

Upload: others

Post on 08-Feb-2021

1 views

Category:

Documents


0 download

TRANSCRIPT

  • Hindawi Publishing CorporationBioMed Research InternationalVolume 2013, Article ID 769057, 9 pageshttp://dx.doi.org/10.1155/2013/769057

    Review ArticleHemoglobin Concentration and Pregnancy Outcomes:A Systematic Review and Meta-Analysis

    Bunyarit Sukrat,1,2 Chumpon Wilasrusmee,1,3 Boonying Siribumrungwong,1,4

    Mark McEvoy,5 Chusak Okascharoen,6 John Attia,5 and Ammarin Thakkinstian1

    1 Section for Clinical Epidemiology and Biostatistics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University,Rama VI Road, Rachatevi, Bangkok 10400, Thailand

    2 Bureau of Reproductive Health, Department of Health, Ministry of Public Health, Muang, Nontaburi 11000, Thailand3Department of Surgery, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road,Rachatevi, Bangkok 10400, Thailand

    4Department of Surgery, Faculty of Medicine,Thammasat Hospital, Thammasat University, Klongluang, Pathumthani 12121,Thailand5 Centre for Clinical Epidemiology and Biostatistics, The University of Newcastle, Newcastle, NSW 2300, Australia6Department of Pediatrics, Faculty of Medicine, Ramathibodi Hospital, Mahidol University, Rama VI Road,Rachatevi, Bangkok 10400, Thailand

    Correspondence should be addressed to AmmarinThakkinstian; [email protected]

    Received 4 April 2013; Accepted 5 July 2013

    Academic Editor: Naveed Janjua

    Copyright © 2013 Bunyarit Sukrat et al.This is an open access article distributed under the Creative CommonsAttribution License,which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

    Objective. To conduct a systematic review and meta-analysis of hemoglobin effect on the pregnancy outcomes. Methods. Wesearched MEDLINE and SCOPUS from January 1, 1990 to April 10, 2011. Observational studies addressing association betweenhemoglobin and adverse pregnancy outcomes were selected. Two reviewers independently extracted data. A mixed logisticregression was applied to assess the effects of hemoglobin on preterm birth, low birth weight, and small for gestational age. Results.Seventeen studies were included in poolings. Hemoglobin below 11 g/dLwas, respectively, 1.10 (95%CI: 1.02–1.19), 1.17 (95%CI: 1.03–1.32), and 1.14 (95% CI: 1.05–1.24) times higher risk of preterm birth, low birth weight, and small for gestational age than normalhemoglobin in the first trimester. In the third trimester, hemoglobin below 11 g/dL was 1.30 (95% CI: 1.08–1.58) times higher riskof low birth weight. Hemoglobin above 14 g/dL in third trimester decreased the risk of preterm term with ORs of 0.50 (95% CI:0.26–0.97), but it might be affected by publication bias. Conclusions. Our review suggests that hemoglobin below 11 g/dl increasesthe risk of preterm birth, low birth weight, and small gestational age in the first trimester and the risk of low birth weight in thethird trimester.

    1. Introduction

    Anemia has been claimed to be themost common nutritionaldisorder in pregnancy across the world [1, 2]. The worldwideprevalence is estimated at 41.8% (95%CI: 39.9–43.8) [2] and ismore common inAfrican (57.1%, 95%CI: 52.8–61.3) pregnantwomen. The prevalence, however, depends on the definitionof anemia, in which two definitions are commonly used, thatis, the Centers for Disease Control and Prevention (CDC)and the World Health Organization (WHO) definitions [3,4]. Adverse pregnancy outcomes thought to be affectedby anemia include maternal mortality, perinatal mortality,

    preterm birth (PTB), low birth weight (LBW), and small forgestational age (SGA). Previous research has demonstrateda strong association between severe anemia and maternalmortality [5], but the risk of maternal mortality in pregnantwomen with moderate anemia (i.e., hemoglobin concentra-tion of 40–80 g/dL) was inconclusive. The impact of anemiaon other adverse pregnancy outcomes (e.g., PTB, LBWand SGA) is controversial. Some studies found significantassociations [6–12], while other studies did not [13–16]; this islikely the result of different studies using different criteria orcutoff thresholds for defining anemia. In another way, somestudies reported the association between high hemoglobin

  • 2 BioMed Research International

    concentration and adverse pregnancy outcomes [17, 18].Although a previous systematic review published in 2000[19] reported maternal anemia in early pregnancy (

  • BioMed Research International 3

    Table 1: Characteristics of included studies.

    Authors, year(Reference number) Study design

    Samplesize Mean age Country Trimester

    Pregnancyoutcomes Confounding factors

    Abeysena et al., 2010[17]

    Prospectivecohort 817 26.4 ± 5.5 Sri Lanka First

    PTB, LBW, andSGA Not specify

    Kumar et al., 2010[34]

    Prospectivecohort 2,027 24.6 ± 3.82 India First LBW

    Maternal age, parity,maternal height, maternalweight, BMI, andgestational age

    Kidanto et al., 2009[32] Case control 1,721 24

    a Tanzania First PTB, LBW, andSB Not specify

    Zhang et al., 2009[16]

    Prospectivecohort 160,700 NA China

    FirstSecondThird

    PTB

    Maternal age at delivery,education, occupation,parity, folic acid, BMI, timeof first prenatal visit, andfetal gender

    Zhang et al., 2009[33]

    Prospectivecohort 164,667 NA China

    FirstSecondThird

    SB, ND

    Maternal age at delivery,education, occupation,parity, folic acid, BMI, timeof first prenatal visit, andfetal gender

    Ren et al., 2007 [12] Retrospectivecohort 88,149 25.8 ± 2.9 China FirstPTB, LBW, and

    SGAMaternal age, gravidity,education, and BMI

    Lee et al., 2006 [29] Prospectivecohort 248 30.6 ± 3.35 Korea Third PTB, LBW Not specify

    Mamun et al. , 2006[30]

    Retrospectivecohort 1,584 22.1 ± 4.3 Bangladesh Second SB, PD Not specify

    Monawar Hosainet al., 2006 [31]

    Prospectivecohort 350 NA Bangladesh First LBW Not specify

    Levy et al., 2005 [11] Retrospectivecohort 153,396 28.3 ± 5.9 Irael FirstPTB, LBW, and

    PD

    Ethnicity, maternal age,placental problems,caesarean delivery, andnonvertex presentation

    Little et al., 2005 [15] Retrospectivecohort 222,614 NA England First STB, ND Prematurity, birth weight

    Ronnenberg et al.,2004 [10]

    Prospectivecohort 405 24.9 ± 1.5 China First PTB, LBW

    Maternal age, height, BMI,education, exposure todust, noise, passivesmoking, work stress,infant gender, andgestational age

    Chang et al., 2003[26]

    Retrospectivecohort 918 16.1 ± 1.1 USA

    SecondThird PTB, LBW

    Parity, BMI, smoking,preeclampsia, and antenatalcare

    Hämäläinen et al.,2003 [27] Case control 22,799 28.9 ± 5.2 Finland

    FirstSecondThird

    PTB, LBW,SGA, and PD Not specify

    Xiong et al., 2003[28]

    Retrospectivecohort 16,936 25.0 ± 2.8 China First

    PTB, LBW, andPD

    Hospital stay, maternal age,maternal education, parity,gestational age at the firstprenatal visit, BMI,hypertensive disorder inpregnancy, vaginalbleeding, and priorspontaneous abortion

    Mart́ı et al., 2001[25] Case control 543 24.1 ± 6.6 Venezuela Third PTB

    Placenta abruption, PROM,previous prematurelabor, ANC visit, andantenatal bleeding

  • 4 BioMed Research International

    Table 1: Continued.

    Authors, year(Reference number) Study design

    Samplesize Mean age Country Trimester

    Pregnancyoutcomes Confounding factors

    Zhou et al., 1998 [9] Prospectivecohort 829 25.5 ± 3.8 China FirstPTB, LBW, and

    SGA Not specify

    Onadeko et al., 1996[24]

    Prospectivecohort 4,649 NA Nigeria Third LBW, SB Not specify

    Rasmussen andOian, 1993 [18]

    Retrospectivecohort 3,074 NA Norway

    FirstSecond PTB, SGA Not specify

    Knottnerus et al.,1990 [7]

    Prospectivecohort 796 27

    a Netherland Third PTB, LBW Pregnancy inducedhypertensionaMedian. LBW: low birth weight; NA: not available; ND: neonatal deaths; PD: perinatal deaths; PTB: preterm birth; SGA: small for gestational age; SB: stillbirths.

    for title and abstract review

    included in systematic review

    31 trimester of pregnancy was not defined10 insufficient data for extraction8 hemoglobin concentration was not defined

    4 interested factor was not hemoglobin

    1 duplicate study

    Interested factor was not hemoglobin

    Commentary

    Preterm birth Low birth weight Small forgestational age Still birthsNeonatalmortality

    Perinatalmortality

    12 studies

    3 studies

    7 studies

    6 studies

    2 studies

    2 studies

    10 studies

    2 studies

    6 studies

    3 studies

    2 studies

    2 studies

    3 studies

    1 study

    1 study

    3 studies

    2 studies

    2 studies

    3,196 articles identified from database search

    Noninterested study design

    Noninterested participants

    1 noninterested participants

    Noninterested outcomes

    1 noninterested outcomes

    85 articles identified for full review

    2,218 potential relevant articles identified

    20 articles eligible for inclusion and

    1st trimester1st trimester1st trimester1st trimester1st trimester 1st trimester

    2nd trimester 2nd trimester 2nd trimester 2nd trimester 2nd trimester 2nd trimester

    3rd trimester 3rd trimester3rd trimester3rd trimester3rd trimester3rd trimester

    978 excluded (duplicate studies)

    2,133 excluded

    65 excluded

    5 noninterested study design

    3 cannot access full paper

    1 commentary

    1,534 from MEDLINE1,662 from SCOPUS

    Figure 1: Flow of study selection.

  • BioMed Research International 5

    Pooled odds ratio

    95% CIPooled OR

    First trimester of pregnancy

    OR = 1.37

    OR = 1.26

    OR = 1.14

    OR = 0.97

    Small for gestational age

    Hem

    oglo

    bin

    cuto

    ff (g

    /dL)

  • 6 BioMed Research International

    Table 2: Association between hemoglobin concentration and pregnancy outcomes.

    Outcome Trimester Number of studies Number of subjects Hemoglobin cutoff Pooled OR 95% CI 𝐼2 95% CI

    Preterm birth

    First

  • BioMed Research International 7

    OR = 3.41

    OR = 2.64

    OR = 1.18

    OR = 0.50

    OR = 3.61

    OR = 1.30

    OR = 0.59

    0.75 1 1.5 2.5 3.5 0.75 1 1.5 2.5 3.5

    Preterm birth Low birth weight

    Hem

    oglo

    bin

    cuto

    ff (g

    /dL)

    Hem

    oglo

    bin

    cuto

    ff (g

    /dL)

    Third trimester of pregnancy

  • 8 BioMed Research International

    inflating type one error. Between-study variations were alsotaken into account in the mixed logistic model. A degree ofheterogeneity was also estimated using multivariate meta-analysis method.

    There are, however, some limitations and caveats with ourstudy. Because of the varying cutoffs used in different studies,the only way to reasonably pool data was to expand the sum-mary data to individual level data and then pool based oncommon thresholds; thus some subjects were excluded ifstudies used a reference cutoff lower than 11 g/dL. It is alsopossible that our results are confounded by other factors inwhich analysis based on summary data could not adjust for.A meta-analysis of individual patient data should be con-ducted to calibrate hemoglobin cutoff with adjusting for con-founders; that is, anemia is a marker of general poor healthin developing countries but not in developed countries. Ourreview also excluded non-English articles due to limitation intranslation issue.

    5. Conclusion

    Our review suggests that hemoglobin below 11 g/dL increasesthe risk of LBW in both first and third trimesters, PTB andsmall gestational age in the first trimester. Conversely, hemo-globin 14 g/dL or higher can conversely reduce the risk ofPTB in the third trimester, but the result might be affectedby publication bias.

    Conflict of Interests

    The authors did not have any potential conflict of interests.

    Author Contribution

    Bunyarit Sukrat, Ammarin Thakkinstian, and Mark McEvoycontributed to study concept and design. Bunyarit Sukrat,Ammarin Thakkinstian, Chumpon Wilasrusmee, and Boo-nying Siribumrungwong contributed to acquisition of data.Bunyarit Sukrat, AmmarinThakkinstian, and JohnAttia con-tributed to analysis and interpretation of data. BunyaritSukrat andAmmarin.Thakkinstian contributed to drafting ofthe paper. John Attia, Mark McEvoy, and Chusak Okaschar-oen contributed to critical revision of the paper for importantintellectual content. All authors approved the final versionof the paper to be published. AmmarinThakkinstian wasresponsible for the study supervision.

    Acknowledgment

    This study is a part of Dr. Bunyarit Sukrat’s training in ourPh.D. program for Clinical Epidemiology, Faculty of Medi-cine Ramathibodi Hospital and Faculty of Graduate Studies,Mahidol University, Bangkok, Thailand.

    References

    [1] E. DeMaeyer and M. Adiels-Tegman, “The prevalence of anae-mia in the world,”World Health Statistics Quarterly, vol. 38, no.3, pp. 302–316, 1985.

    [2] E. McLean, M. Cogswell, I. Egli, D. Wojdyla, and B. de Benoist,“Worldwide prevalence of anaemia, WHO Vitamin and Min-eral Nutrition Information System, 1993–2005,” Public HealthNutrition, vol. 12, no. 4, pp. 444–454, 2009.

    [3] World Health Organization, Nutritional Anaemias. Report of AWho Group of Experts, World Health Organization, Geneva,Switzerland, 1972.

    [4] “Recommendations to prevent and control iron deficiency inthe united states,” MMWR Recommendations and Reports, vol.47, pp. 1–29, 1998, Centers for disease control and prevention.

    [5] B. J. Brabin, M. Hakimi, and D. Pelletier, “An analysis of anemiaand pregnancy-relatedmaternalmortality,” Journal of Nutrition,vol. 131, no. 2, pp. 604–614, 2001.

    [6] J. F. Murphy, J. O’Riordan, R. G. Newcombe, E. C. Coles, and J.F. Pearson, “Relation of haemoglobin levels in first and secondtrimesters to outcome of pregnancy,”TheLancet, vol. 1, no. 8488,pp. 992–994, 1986.

    [7] J. A. Knottnerus, L. R.Delgado, P.G. Knipschild, G.G.M. Essed,and F. Smits, “Haematologic parameters and pregnancy out-come. A prospective cohort study in the third trimester,” Journalof Clinical Epidemiology, vol. 43, no. 5, pp. 461–466, 1990.

    [8] P. J. Meis, R. Michielutte, T. J. Peters et al., “Factors associatedwith preterm birth in Cardiff, Wales: I. Univariable and multi-variable analysis,”TheAmerican Journal of Obstetrics and Gyne-cology, vol. 173, no. 2, pp. 590–596, 1995.

    [9] L.-M. Zhou,W.-W. Yang, J.-Z. Hua, C.-Q. Deng, X. Tao, and R. J.Stoltzfus, “Relation of hemoglobin measured at different timesin pregnancy to preterm birth and low birthweight in Shanghai,China,” The American Journal of Epidemiology, vol. 148, no. 10,pp. 998–1006, 1998.

    [10] A. G. Ronnenberg, R. J. Wood, X. Wang et al., “Preconceptionhemoglobin and ferritin concentrations are associated withpregnancy outcome in a prospective cohort of Chinese women,”Journal of Nutrition, vol. 134, no. 10, pp. 2586–2591, 2004.

    [11] A. Levy, D. Fraser,M. Katz,M.Mazor, and E. Sheiner, “Maternalanemia during pregnancy is an independent risk factor for lowbirthweight and preterm delivery,” European Journal of Obstet-rics Gynecology andReproductive Biology, vol. 122, no. 2, pp. 182–186, 2005.

    [12] A. Ren, J. Wang, R. W. Ye, S. Li, J. M. Liu, and Z. Li, “Low first-trimester hemoglobin and low birth weight, preterm birth andsmall for gestational age newborns,” International Journal ofGynecology and Obstetrics, vol. 98, no. 2, pp. 124–128, 2007.

    [13] M. A. Klebanoff, P. H. Shiono, J. V. Selby, A. I. Trachtenberg, andB. I. Graubard, “Anemia and spontaneous preterm birth,” TheAmerican Journal of Obstetrics and Gynecology, vol. 164, no. 1 I,pp. 59–63, 1991.

    [14] K. S. Scanlon, R. Yip, L. A. Schieve, and M. E. Cogswell, “Highand low hemoglobin levels during pregnancy: differential risksfor preterm birth and small for gestational age,” Obstetrics andGynecology, vol. 96, no. 5, pp. 741–748, 2000.

    [15] M. P. Little, P. Brocard, P. Elliott, and P. J. Steer, “Hemoglobinconcentration in pregnancy and perinatal mortality: a London-based cohort study,” The American Journal of Obstetrics andGynecology, vol. 193, no. 1, pp. 220–226, 2005.

    [16] Q. Zhang, C. V. Ananth, Z. Li, and J. C. Smulian, “Maternalanaemia and preterm birth: a prospective cohort study,” Inter-national Journal of Epidemiology, vol. 38, no. 5, pp. 1380–1389,2009.

    [17] C. Abeysena, P. Jayawardana, and R. de A. Seneviratne, “Mater-nal haemoglobin level at booking visit and its effect on adverse

  • BioMed Research International 9

    pregnancy outcome,” Australian and New Zealand Journal ofObstetrics and Gynaecology, vol. 50, no. 5, pp. 423–427, 2010.

    [18] S. Rasmussen and P. Oian, “First- and second-trimester hemo-globin levels. Relation to birth weight and gestational age,” ActaObstetricia et Gynecologica Scandinavica, vol. 72, no. 4, pp. 246–251, 1993.

    [19] X. Xiong, P. Buekens, S. Alexander, N. Demianczuk, and E.Wollast, “Anemia during pregnancy and birth outcome: a meta-analysis,”TheAmerican Journal of Perinatology, vol. 17, no. 3, pp.137–146, 2000.

    [20] U. G. Lister, C. E. Rossiter, and H. Chong, “Perinatal mortality,”BJOG, vol. 92, pp. 86–99, 1985.

    [21] X. Xiong, P. Buekens, S. Alexander, and E. Wollast, “The rela-tionship between anemia during pregnancy and birth outcome,”Archives of Public Health, vol. 53, article 136, supplement, 1996.

    [22] A. Thakkinstian, M. McEvoy, C. Minelli et al., “Systematicreview and meta-analysis of the association between 𝛽2-adren-oceptor polymorphisms and asthma: a HuGE review,” TheAmerican Journal of Epidemiology, vol. 162, no. 3, pp. 201–211,2005.

    [23] I. R. White, “Multivariate random-effects meta-regression: up-dates to mvmeta,” Stata Journal, vol. 11, no. 2, pp. 255–270, 2011.

    [24] M. O. Onadeko, F. Avokey, and T. O. Lawoyin, “Observationsof stillbirths, birthweight andmaternal haemoglobin in teenagepregnancy in Ibadan, Nigeria,” African Journal of Medicine andMedical Sciences, vol. 25, no. 1, pp. 81–86, 1996.

    [25] A.Mart́ı, G. Peña-Mart́ı, S. Muñoz, F. Lanas, and G. Comunian,“Association between prematurity and maternal anemia inVenezuelan pregnant women during third trimester at labor,”Archivos Latinoamericanos de Nutricion, vol. 51, no. 1, pp. 44–48, 2001.

    [26] S.-C. Chang, K. O. O’Brien, M. S. Nathanson, J. Mancini, andF. R. Witter, “Hemoglobin concentrations influence birth out-comes in pregnant African-American adolescents,” Journal ofNutrition, vol. 133, no. 7, pp. 2348–2355, 2003.

    [27] H. Hämäläinen, K. Hakkarainen, and S. Heinonen, “Anaemia inthe first but not in the second or third trimester is a risk factorfor low birth weight,” Clinical Nutrition, vol. 22, no. 3, pp. 271–275, 2003.

    [28] X. Xiong, P. Buekens, W. D. Fraser, and Z. Guo, “Anemia duringpregnancy in a Chinese population,” International Journal ofGynecology and Obstetrics, vol. 83, no. 2, pp. 159–164, 2003.

    [29] H. S. Lee, M. S. Kim, M. H. Kim, Y. J. Kim, andW. Y. Kim, “Ironstatus and its association with pregnancy outcome in Koreanpregnant women,” European Journal of Clinical Nutrition, vol.60, no. 9, pp. 1130–1135, 2006.

    [30] A. A.Mamun, S. S. Padmadas, andM.Khatun, “Maternal healthduring pregnancy and perinatal mortality in Bangladesh: evi-dence from a large-scale community-based clinical trial,” Pae-diatric and Perinatal Epidemiology, vol. 20, no. 6, pp. 482–490,2006.

    [31] G. M. Monawar Hosain, N. Chatterjee, A. Begum, and S. C.Saha, “Factors associated with low birthweight in rural Bang-ladesh,” Journal of Tropical Pediatrics, vol. 52, no. 2, pp. 87–91,2006.

    [32] H. L. Kidanto, I. Mogren, G. Lindmark, S. N. Massawe, and L.Nystrom, “Risks for preterm delivery and low birth weight areindependently increased by severity of maternal anaemia,”South African Medical Journal, vol. 99, no. 2, pp. 98–102, 2009.

    [33] Q. Zhang, C. V. Ananth, G. G. Rhoads, and Z. Li, “The impactof maternal anemia on perinatal mortality: a population-based,

    prospective cohort study in China,”Annals of Epidemiology, vol.19, no. 11, pp. 793–799, 2009.

    [34] A. Kumar, K. Chaudhary, and S. Prasad, “Maternal indicatorsand obstetric outcome in the north Indian population: a hospi-tal-based study,” Journal of Postgraduate Medicine, vol. 56, no. 3,pp. 192–195, 2010.

    [35] M. Ellis, N. Manandhar, D. S. Manandhar, and A. M. Costello,“Risk factors for neonatal encephalopathy in Kathmandu,Nepal, a developing country: unmatched case-control study,”British Medical Journal, vol. 320, no. 7244, pp. 1229–1236, 2000.

    [36] H. R. Peters, J. D. Vince, and H. Friesen, “Low birthweight ata Papua New Guinea Highlands Hospital,” Journal of TropicalPediatrics, vol. 47, no. 1, pp. 17–23, 2001.

    [37] I. Jehan, E. M. McClure, S. Salat et al., “Stillbirths in an urbancommunity in Pakistan,”TheAmerican Journal of Obstetrics andGynecology, vol. 197, no. 3, pp. 257–258, 2007.

  • Submit your manuscripts athttp://www.hindawi.com

    Stem CellsInternational

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    MEDIATORSINFLAMMATION

    of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Behavioural Neurology

    EndocrinologyInternational Journal of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Disease Markers

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    BioMed Research International

    OncologyJournal of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Oxidative Medicine and Cellular Longevity

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    PPAR Research

    The Scientific World JournalHindawi Publishing Corporation http://www.hindawi.com Volume 2014

    Immunology ResearchHindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Journal of

    ObesityJournal of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Computational and Mathematical Methods in Medicine

    OphthalmologyJournal of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Diabetes ResearchJournal of

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Research and TreatmentAIDS

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Gastroenterology Research and Practice

    Hindawi Publishing Corporationhttp://www.hindawi.com Volume 2014

    Parkinson’s Disease

    Evidence-Based Complementary and Alternative Medicine

    Volume 2014Hindawi Publishing Corporationhttp://www.hindawi.com