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. 2020 Oct 8;27:100555. doi: 10.1016/j.eclinm.2020.100555

Table 1.

Summary of study characteristics.

Author, year, location Study design Participant characteristics Methods and timing of data collection Biomarker analyses Biomarkers Correlation r (95%CI)/mean NOS quality score
Adams et al. [21], 1981, Nepal Cross-sectional Sample size: 151
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Cyanmethemoglobin method Maternal: Hb
Newborn: Hb
r = −0.06 (−0.22, 0.10) 3
Agrawal et al. [22] 1983, India Cross-sectional Sample size: 51
Maternal age (a) : NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord (placental end) at delivery
Inflammation biomarkers: NR
Factors adjusted:Groups compared had no racial, cultural and environmental differences.
NR Maternal: Serum iron
Newborn:  Serum iron
r = 0.53 (0.30, 0.70) 5
Akhter et al. [23] 2010, Bangladesh Cross-sectional Sample size: 50
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal antecubital blood postpartum
Umbilical cord (placental end) at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Cyanmethemoglobin for Hb, ELISA for ferritin Maternal: Ferritin
Newborn: Ferritin
r = −0.94 (−0.97, −0.90) 4
Maternal: Hb
Newborn: Ferritin
r = 0.48 (0.23, 0.67)
Altinkaynak et al., [41] 1984, Turkey Cross-sectional Sample size: 52
Maternal age (a): 26±5.3
Malaria setting: Yes
Iron supplementation: Some women
Maternal peripheral blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Ferritin enzymatic testing kits from Medix Biotech Maternal: Ferritin
Newborn: Ferritin
r = 0.68 (0.49, 0.80) 4
Awadallah et al. [75], 2004, Jordan Prospective cohort Sample size: 186
Maternal age (a): 27±4.9/ 17–45
Malaria setting: No
Iron supplementation: All women
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Haematology cell counter Maternal: Hb
Newborn: Hb
Maternal (anaemic 10.2 ± 0.6, non-anaemic 12.2 ± 1.2 g/dL); newborn (anaemic: 15.1 ± 2.0; non-anaemic 15.8 ± 2.3 g/dL) 7
Babay et al. [42]  2002, Saudi Arabia Cros-sectional Sample size: 82
Maternal age (a): 26.9 ± 5.79/ 16–40
Malaria setting: Yes
Iron supplementation: None
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Radial immunodiffusion for Tf, Coulter Counter ZF6 for haematologic parameters Maternal: Tf
Newborn: Tf
r = 0.40 (0.20, 0.57) 6
Maternal: Hb
Newborn: Hb
r = 0.14 (−0.08, 0.35)
Maternal: MCHb
Newborn: MCHb
r = 0.66 (0.52, 0.77)
Maternal: MCV
Newborn: MCV
r = 0.36 (0.16, 0.54)
Basu et al. [76] 2016, India Prospective cohort Sample size: 45
Maternal age (a): Anaemic: 25.3 ± 3.7; Non-anaemic: 26.3 ± 3.4
Malaria setting: Yes
Iron supplementation: NR
Maternal peripheral blood postpartum
Umbilical cord (placental end) at delivery
Inflammation biomarkers: NR
Factors_adjusted: NR
Auto analyser for serum iron, ferritin, TIBC, Tf Sat. ELISA for hepcidin Maternal: Ferritin
Newborn: Ferritin,   Hepcidin, Serum iron,  Tf Sat, TIBC, Hb
r = 0.94 (0.89, 0.97), 0.46 (0.19, 0.66), 0.91 (0.84, 0.95), 0.88 (0.69, 0.90), −0.81 (−0.89, −0.68), 0.89 (0.80, 0.94) 5
Maternal: Hepcidin
Newborn:  Ferritin, Hepcidin,  Serum iron,  Tf Sat, TIBC, Hb
r = 0.37 (0.09, 0.60), 0.72 (0.54, 0.83), 0.37 (0.09, 0.60), 0.33 (0.04, 0.57), −0.24 (−0.50, 0.06), 0.39 (0.11, 0.61)
Maternal:  Serum iron
Newborn  Ferritin,  Hepcidin, Serum iron,  Tf Sat, TIBC, Hb
r = 0.91 ( 0.78, 0.93), 0.401 (0.12, 0.62), 0.87 (0.78, 0.93), 0.87 (0.77, 0.92), −0.79 (−0.88, −0.65), 0.81 (0.67, 0.89)
Maternal: Tf Sat
Newborn:  Ferritin,  Hepcidin,  serum iron, Tf Sat,  TIBC, Hb
r = 0.90 (0.82, 0.94), 0.35 (0.06, 0.58), 0.81 (0.68, 0.89), 0.84 (0.73, 0.91), 0.80 (0.66, 0.89), 0.84 (0.73, 0.91)
Maternal: TIBC
Newborn: Ferritin, Serum iron, Tf Sat,  TIBC, ZPP, Hb
r =  −0.84 (−0.91, −0.73), −0.75 (−0.86, −0.59), −0.79 (−0.88, −0.64), 0.80 (0.67, 0.89), −0.404 (−0.62, −0.13), −0.838 (−0.91, −0.72)
Maternal: Hb
Newborn: Ferritin,   Hepcidin , Serum iron,  Tf Sat, TIBC, Hb
r =  0.92 (0.85, 0.95), 0.556 (0.31, 0.73), 0.88 (0.80, 0.93), 0.87 (0.77, 0.93), −0.78 (−0.87, −0.63), 0.83 (0.70, 0.90)
Best et al. [77] 2016, USA Prospective cohort Sample size: 255
Maternal age (a): 17.1 ± 1.1
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: IL-6
Factors adjusted: NR
NR Maternal: Ferritin
Newborn: Ferritin
r = 0.37 (0.26, 0.47) 6
Maternal: Hepcidin
Newborn: Hepcidin
r = 0.32 (0.21, 0.43)
Maternal: sTfR
Newborn: sTfR
r = 0.23 (0.11, 0.34)
Bratlid et al. [43] 1980, Norway Cross-sectional Sample size: 54
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Radioimmunoassay for ferritin; method for Hb NR Maternal: Ferritin
Newborn: Ferritin
r = 0.18 (−0.09, 0.43) 3
Maternal: Hb
Newborn: Hb
r = 0.33 (0.07, 0.55)
Butte et al. [44] 1982, USA Cross-sectional Sample size: 28
Maternal age (a): 16–33
Malaria setting: No
Iron supplementation: NR
Maternal venous blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers: None
Factors adjusted: NR
NR Maternal: Ferritin
Newborn: Ferritin
r = −0.002 (−0.37, 0.37) 3
Celada et al. [45] Germany Cross-sectional Sample size: 64
Maternal age (a): 23±4/ 19–31
Malaria setting: No
Iron supplementation: All women
Maternal venous blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Radioimmunoassay for ferritin Maternal: Ferritin
Newborn: Ferritin
r = 0.07 (−0.18, 0.31) 4
Custodio et al. [46] 2005, Portugal Cross-sectional Sample size: NR
Maternal age (a): 15–39
Malaria setting: No
Iron supplementation: NR
Maternal blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Energy dispersive X-ray fluorescence spectrometry Maternal:  Serum iron
Newborn:  Serum iron
r = 0.51 (0.31, 0.67) 2
Daouda et al. [24] 1991, Niger Cross-sectional Sample size: 364
Maternal age (a): 26.0 ± 6.4/ 15–47
Malaria setting: Yes
Iron supplementation: None
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
ELISA for ferritin. Microcentrifugation for Ht Maternal: Ferritin
Newborn: Ferritin
Maternal: Ht
Newborn: Ht
Maternal mean 41.8 ± 66.1 ug/L; cord mean 127.3 ± 62.9 ug/L 6
Maternal mean 32.8 ± 5.1%; cord mean 43.0 ± 5.7%
Dapper et al. [47] 2006, Nigeria Cross-sectional Sample size: 30
Maternal age (a): 19–40
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Microcentrifugation for Ht. Cyanmethaemoglobin for Hb. Manual counting chamber for blood cell counts Maternal: Hb
Newborn: Hb
r = 0.42 (0.08, 0.68) 4
Maternal: Ht
Newborn: Ht
r = 0.22 (−0.16, 0.53)
Maternal: MCHb
Newborn: MCHb
r = −0.05 (−0.40, 0.32)
Maternal: MCV
Newborn: MCV
r = 0.22 (−0.15, 0.54)
De Sa, [25] 2015, Brazil Cross-sectional Sample size: 54
Maternal age (a): 24.5 ± 4.1/ 20–38
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Automatic device for haematologic analyses; ELISA for ferritin Maternal: Ferritin
Newborn: Ferritin
Maternal mean: 9.6 ± 8.0 ug/L, cord mean: 122.9 ± 62.4 ug/L 4
Maternal: Hb
Newborn: Ht
r = 0.47 (0.23, 0.66)
Devi et al., [78] 1989, India Prospective cohort Sample size: 165
Maternal age (a): 26.8/ 18–42
Malaria setting: Yes
Iron supplementation: All women
Maternal blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Cyanomethaemoglobin method for Hb Maternal: Hb
Newborn: Hb
r = 0.02 (−0.13, 0.18) 5
Ek et al., [26] 1982, Norway Cross-sectional Sample size: 139
Maternal age (a): NR
Malaria setting: No
Iron supplementation: All women
Maternal venous blood postpartum
Neonatal capillary blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
NR Maternal: Hb
Newborn: Hb
r = 0.17 (0.004, 0.33) 6
El Guindi et al. [84] 2004, Guyana Retrospective cohort Sample size: 222
Maternal age (a): Anaemic: 24.9/ non-anaemic 26.7
Malaria setting: Yes
Iron supplementation: NR
Timing of maternal blood collection NR Neonatal blood source NR, collected at delivery
Inflammation biomarkers: CRP
Factors adjusted: NR
NR Maternal: hb
Newborn: hb
anaemic mothers 6.92 g/100 ml; non-anaemic mothers 11.54 g/100 ml; newborns of anaemic mothers 15.04 g/100 ml, newborns of non-anaemic mothers 15.75 g/100ml 6
El-Farrash et al. [27] 2012, Egypt Cross-sectional Sample size: 80
Maternal age (a): Anaemic: 25.2 ± 3.3; Non-anaemic: 26.8 ± 5.0
Malaria setting: No
Iron supplementation: None
Maternal blood postpartum
Umbilical cord (placental end) at delivery
Inflammation biomarkers: CRP
Factors adjusted: CRP
ELISA for ferritin; Commercial kit for TIBC; Hitachi 917 analyser for serum iron; haematologic indices by Coulter Counter GEN-S Maternal: Ferritin
Newborn: Ferritin,  Serum iron,  Tf Sat, TIBC, Hb, MCHb, MCV,
r = 0.47 (0.28, 0.62), 0.39 (0.19, 0.56), 0.430 (0.21, 0.87), −0.39 (−0.56, −0.18), 0.67 (0.52, 0.77), 0.496 (0.31, 0.65), 0.39 (0.19, 0.56) 5
Maternal: Serum iron
Newborn:   Ferritin, Serum iron,  Tf Sat, TIBC, Hb, MCHb,  MCV
r = 0.345 (0.25, 0.61), 0.45 (0.25, 0.61), 0.44 (0.25, 0.60), −0.36 (−0.54, −0.15), 0.58 (0.42, 0.71), 0.348 (0.14, 0.53), 0.327 (0.12, 0.51)
Maternal: Hb
Newborn:  Serum iron,  Tf Sat,  TIBC, Hb, MCV,
r = 0.48 (0.29, 0.63), 0.51 (0.32, 0.65), −0.46 (−0.62, −0.27), 0.76 (0.65, 0.84), 0.55 (0.37, 0.69),
Erdem et al. [48] 2002, Turkey Cross-sectional Sample size: 44
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: Unclear
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: Controls matched for age, parity and gestational age
Automated cytometer for Hb. Chemiluminescence technique for ferritin Maternal: Ferritin
Newborn: Ferritin
r = 0.52 (0.27, 0.71) 7
Maternal: Hb
Newborn: Hb
Maternal mean: (anaemic 8.72±0.22; non-anaemic 16.11±0.39); cord mean: (anaemic 11.74±0.24; non-anaemic 16.57±
Esmailnasab et al. [49] 2012, Iran Cross-sectional Sample size: 604
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Timing of maternal blood collection NR
Timing of umbilical cord collection NR
Inflammation biomarkers: NR
Factors adjusted: NR
Cell counter machine Maternal: Hb
Newborn: Hb
r = 0.14 (0.06, 0.22) 3
Garcia-Valdes et al. [79] 2015, Spain Prospective cohort Sample size: 308
Maternal age (a): Control 30.8 ± 4.3, Overweight 31.8 ± 4.5, Obese = 29.0 ± 4.6
Malaria setting: No
Iron supplementation: Some women
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: CRP
Factors adjusted: Inflammation
ELISA Maternal: Hepcidin
Newborn: Hepcidin
r = 0.70 (0.64, 0.75) 6
Gaspar et al. [28] 1993, Spain Cross-sectional Sample size: 157
Maternal age (a): 29.0 ± 0.5
Malaria setting: No
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Automated haematology cell counter Maternal: Hb
Newborn: Hb, Ht
r = 0.36 (0.22, 0.49), 0.30 (0.15, 0.44) 5
Maternal: Ht
Newborn: Hb, Ht
r = 0.37 (0.23, 0.50), 0.33 (0.18, 0.46)
Huang et al. [50] 2017, Taiwan Cross-sectional Sample size: 150
Maternal age (a): 28.1 ± 5.2
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Plasma mass spectrometry Maternal:  Serum iron
Newborn: Serum iron
r = 0.17 (95%CI 0.01, 0.32) 5
Hussain et al. [51] 1977, UK Cross-sectional Sample size: 51
Maternal age (a): 17–38
Malaria setting: No
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Immunoradiometric assay Maternal: Ferritin
Newborn: Ferritin
r = 0.30 (0.03, 0.53) 6
Jaime-Perez et al. [52] 2005, Mexico Cross-sectional Sample size: 201
Maternal age (a): 23.0 ± 6.5
Malaria setting: Yes
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Automated blood cell counter Maternal: Hb
Newborn: Hb
Newborns of anaemic 157±17 g/L and non-anaemic 159±14 g/L mothers 7
Jariwala et al. [53] 2014, India Cross-sectional Sample size: 42
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
NR Maternal:  Serum iron
Newborn: Serum iron
r = 0.39 (0.09, 0.62) 4
Kaneshige et al. [80] 1981, Japan Prospective cohort Sample size: 80
Maternal age (a): 20–30
Malaria setting: No
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
NR Maternal: Ferritin
Newborn: Ferritin
r = 0.75 (0.64, 0.84) 7
Maternal:  Serum iron
Newborn:  Serum iron
r = 0.52 (0.22, 0.73)
Katoh et al. [54], 1984, Japan Cross-sectional Sample size: NR
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Maternal blood at delivery Neonatal blood source
unclear at delivery
Inflammation biomarkers: NR
Factors adjusted:NR
NR Maternal:  Serum iron
Newborn: Serum iron, Hb
r = 0.64 (0.37, 0.81), 0.71 (0.47, 0.85) 4
Maternal: Hb
Newborn: Serum iron, Hb
r = 0.22 (−0.14, 0.52), 0.68 (0.43, 0.83)
Koc et al. [55] 2006, Turkey Cross-sectional Sample size: 188
Maternal age (a): 27±5.8
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Colorimetric method for serum iron, TIBC Maternal:  Serum iron
Newborn: Serum iron
r = 0.13 (−0.02, 0.26) 4
Maternal: Tf Sat
Newborn: Tf Sat
r = 0.11 (−0.04, 0.24)
Maternal: TIBC
Newborn: TIBC
r = 0.20 (0.06, 0.33)
Kulik-Rechberger et al. [56] 2016, Poland Cross-sectional Sample size: 44
Maternal age (a): 27.8 ± 5.5/ 18–42
Malaria setting: No
Iron supplementation: NR
Maternal peripheral blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  CRP
Factors adjusted: NR
ELISA for sTfR and automated analyser for Hb Maternal: Hb
Newborn: sTfR
r = 0.36 (0.07, 0.59) 5
Kumar et al. [57] 2008, India Cross-sectional Sample size: 75
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanmethaemoglobin method for Hb. Atomic absorption spectroscopy for serum iron. ELISA for ferritin Maternal: Ferritin
Newborn: Ferritin,  Serum iron, Hb
r = 0.44 (0.24, 0.61), 0.45 (0.24, 0.61), 0.49 (0.29, 0.64) 7
Maternal:  Serum iron
Newborn:  Serum iron
r = 0.76 (0.65, 0.84)
Maternal: Hb
Newborn: Hb
r = 0.62 (0.45, 0.74)
Lao et al. [58] 1991, China Cross-sectional Sample size: 96
Maternal age (a): 27.6 ± 3.6
Malaria setting: Yes
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted:NR
Dye-binding analysis for serum iron and TIBC; Radioimmunoassay for ferritin; automated Technicon CBC counter for haematologic indices
nalysis for serum iron and TIBC. Radioimmunoassay for ferritin
Maternal: Ferritin
Newborn: Ferritin, Serum iron, TIBC
r = 0.10 (−0.10, 0.29), 0.18 (−0.02, 0.37), 0.22 (0.02, 0.40) 3
Maternal: Serum iron
Newborn:  Ferritin, Serum iron, TIBC
r = 0.126 (−0.07, 0.34), 0.14 (−0.07, 0.33),  0.04 (−0.17, 0.25)
Maternal: TIBC
Newborn:  Ferritin, Serum iron, TIBC
r = 0.10 (−0.10, 0.29), 0.18 (−0.02, 0.37), 0.20 (0.06, 0.33)
Maternal: Hb
Newborn: Ferritin, Serum iron, TIBC
r = 0.03 (−0.17, 0.23), 0.14 (−0.07, 0.33), 0.03 (−0.17, −0.23)
Maternal: Ht
Newborn:  Ferritin, Serum iron, TIBC
r = −0.034 (−0.17, 0.23), 0.075 (−0.13, 0.27)
Maternal: MCHb
Newborn:  Ferritin, Serum iron, TIBC
r = 0.056 (−0.15, 0.25), 0.248 (0.05, 0.43), 0.087 (−0.12, 0.28)
Maternal: MCV
Newborn:  Ferritin, Serum iron, TIBC
r = 0.001(−0.20, 0.20), 0.238 (0.04, 0.42), 0.077 (−0.13, 0.27)
Lee et al. [81] 2016, USA Prospective cohort Sample size: 255
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Timing of maternal blood sampling NR
Umbilical cord blood at delivery
Inflammation biomarkers:  CRP, IL-6
Factors adjusted: NR
Automated haematology analyser or HemoCue system for Hb; ELISA for sTfR, ferritin; method for hepcidin NR Maternal: Ferritin
Newborn: Ferritin
r = 0.08 (−0.04, 0.20) 6
Maternal: Hepcidin
Newborn: Hepcidin
r = 0.13 (0.0073, 0.25)
Maternal: sTfR
Newborn: sTfR
r = 0.18 (0.06, 0.30)
Maternal: Hb
Newborn: Hb
r = −0.08 (−0.20, 0.04)
MacPhail et al. [59] 1980, South Africa Cross-sectional Sample size: 103
Maternal age (a): 24.7/16–39
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanomethaemoglobin method for Hb; Colorimetric chromogen for serum iron; radioimmunoassay for ferritin;, coated charcoal assay for unsaturated iron-binding capacity Maternal: Ferritin
Newborn: Ferritin, Serum iron,  Tf Sat, TIBC
r = 0.21 (0.02, 0.39), −0.19 (−0.37, 0.003), −0.11 (0.02, 0.25),  0.20 (0.005, 0.38) 3
Maternal: Serum iron
Newborn:  Ferritin, Serum iron,  Tf Sat, TIBC
r = 0.07 (0.02, 0.39), 0.21 (0.02, 0.39), 0.18 (−0.02, 0.36)
0.07 (−0.13, 0.26)
Maternal: Tf Sat
Newborn:  Ferritin,  Serum iron, Tf Sat, TIBC
r = 0.14 (−0.06, 0.32), 0.09 (−0.11, 0.28), 0.10 (−0.10, 0.29), 0.02 (−0.17, 0.21)
Maternal: TIBC
Newborn: Ferritin, Serum iron, Tf Sat, TIBC
r = 0.18 (−0.01, 0.36), 0.11 (−0.09, 0.30), 0.02 (−0.17, 0.21), 0.10 (−0.10, 0.29)
Maternal: Hb
Newborn: Hb
r = 0.40 (0.22, 0.55)
Malcolm et al. [60] 1973, Papua New Guinea Cross-sectional Sample size: 98
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal blood postpartum
Umbilical cord blood at delivery
Inflammation biomarkers:  IgM, IgA
Factors adjusted: NR
EEL colorimetry Maternal: Hb
Newborn: Hb
r = 0.32 (0.13, 0.49) 2
Mezdoud et al. [29] 2017, Algeria Cross-sectional Sample size: 97
Maternal age (a): 31.7 ± 4.7/ 22–42
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Automated counter for Hb and Ht. Colorimetric method for serum iron. ELISA for ferritin Maternal: Serum iron
Newborn: Serum iron
r = 0.39 (0.21, 0.55) 4
Maternal: Tf Sat
Newborn: Tf Sat
r = 0.26 (0.06, 0.44)
Maternal: TIBC
Newborn: TIBC
r = 0.20 (−0.0005, 0.38)
Maternal: Hb
Newborn: Hb
r = 0.22 (0.22, 0.02, 0.40)
Maternal: Ht
Newborn: Ht
r = 0.60 (0.46, 0.71)
Milman et al. [62] 1987, Denmark Cross-sectional Sample size: 85
Maternal age (a): Median: 27/ 15–38
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Coulter-S for Hb. Radioimmunoassay for ferritin. Maternal: Ferritin
Newborn: Ferritin
r = 0.36 (0.16, 0.53) 5
Maternal: Hb
Newborn: Ferritin
r = −0.31 (−0.49, −0.10)
Milman et al. [61] 1988, Denmark Cross-sectional Sample size: 78
Maternal age (a): Median: 27/ 16–38
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Haematofluorometry Maternal: ZPP
Newborn: ZPP
r = 0.04 (−0.18, 0.26) 3
Montemagno et al. [63] 1995, UK Cross-sectional Sample size: 64
Maternal age (a): NR
Malaria setting: No
Fe supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Coulter cell ounter Maternal: Hb
Newborn: Hb
r = 0.22 (−0.03, 0.44) 4
Maternal: MCV
Newborn: MCV
r = 0.24 (−0.006, 0.46)
Nemet et al. [30] 1986, Hungary Cross-sectional Sample size: 156
Maternal age: Fer <10 µg/l: 26.1 ± 5.0, Fer >20 µg/l: 27.2 ± 4.6
Malaria setting: No
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Ferrozine colour agent for serum iron and TIBC. Radioimmunoassay for ferritin Maternal: Ferritin
Newborn: Ferritin, Serum iron,  Tf Sat, TIBC
r = 0.15 (−0.007, 0.30), 0.09 (−0.07, 0.24), −0.10 (−0.22, −0.02), −0.17 (−0.32, −0.01), 3
Maternal: Tf Sat
Newborn:  Ferritin, serum iron, Tf Sat, TIBC
r = −0.12 (−0.27, 0.04), 0.04 (−0.12, 0.20), 0.04 (−0.12, 0.20), 0.04 (−0.12, 0.20)
Maternal: TIBC
Newborn:  Ferritin, serum iron, Tf Sat,  TIBC
r = 0.07 (−0.09, 0.22), 0.07 (−0.09, 0.22), 0.05 (−0.11, 0.21), −0.02 (−0.18, 0.14),
Nhonoli et al. [31] 1975, Tanzania Cross-sectional Sample size: 580
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Chromogen for serum iron Maternal: Serum iron
Newborn: Serum iron
r = 0.59 (0.53, 0.64) 4
Norimah et al. [32] 2010, Malaysia Cross-sectional Sample size: 70
Maternal age (a): 25.6 ± 4.9/ 17–40
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanmethaemoglobin for Hb. Radioimmunoassay for ferritin Maternal: Ferritin
Newborn: Ferritin, Hb
r = 0.01 (−0.22, 0.25), 0.06 (−0.18, 0.29) 5
Maternal: Hb
Newborn: Ferritin,  Hb
r = 0.06 (−0.18, 0.29), 0.42 (0.21, 0.60)
Maternal: Ht
Newborn: Ferritin,  Hb
r = 0.008 (−0.23, 0.24), 0.23 (−0.007, 0.44)
Paiva Ade et al. [64] 2007, Brazil Cross-sectional Sample size: 95
Maternal age (a): anaemic: 22.9; iron deficient: 23.1; control: non-iron deficient: 24.8
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Colorimetric method for serum iron. Turbidimetric method for TIBC. Chemiluminescence for ferritin. Haematofluorometry for ZPP.
Method for haematologic indices NR
Maternal: Ferritin
Newborn: Ferritin,  Tf Sat, TIBC,  ZPP, Hb, MCV
r = 0.07 (−0.13, 0.27), −0.02 (−0.22, 0.18), −0.02 (−0.22, 0.18), 0.10 (−0.10, 0.30) 0.05 (−0.15, 0.25), 0.12 (−0.08, 0.31) 7
Maternal: Serum iron
Newborn:  Ferritin, Serum iron,  Tf Sat, TIBC, ZPP, Hb, MCV
r = 0.04 (0.03, 0.44), 0.26 (0.06, 0.44), 0.20 (−0.001, 0.39), −0.08 (−0.39, 0.09), 0.10 (−0.10, 0.30), 0.00 (−0.20, 0.20), −0.11 (−0.30, 0.09)
Maternal: Tf Sat
Newborn: Ferritin, Serum iron, Tf Sat, TIBC, ZPP, Hb, MCV
r = −0.07 (−0.27, 0.13), 0.22 (0.02, 0.40), 0.23 (0.03, 0.41), −0.23 (−0.41, −0.03), −0.03 (−0.17, 0.23), 0.06 (−0.14, 0.26), −0.04 (−0.24, 0.16)
Maternal: TIBC
Newborn: Ferritin, serum iron, Tf Sat,  TIBC
r = 0.20 (−0.0001, 0.39), 0.05 (−0.15, 0.25), −0.12 (0.31, 0.08), 0.42 (0.24, 0.57)
Maternal: ZPP
Newborn: Ferritin, serum iron,  Tf Sat, TIBC, ZPP, Hb, MCV
r = −0.23 (−0.41, −0.03), −0.13 (−0.32, 0.07), 0.15 (−0.34, 0.05), 0.17 (−0.03, 0.36), −0.04 (−0.16, 0.24),  0.08 (−0.12, 0.28), 0.08 (−0.12, 0.28)
Maternal: Hb
Newborn: Serum iron,  Tf Sat, TIBC, ZPP, Hb, MCV
r =  0.02 (−0.18, 0.22), −0.03 (−0.23, 0.17), 0.01 (−0.19, 0.21), 0.08 (−0.12, 0.28), 0.08 (−0.12, 0.28), 0.03 (−0.17, 0.23)
Pope et al. [33] 2014, Australia Cross-sectional Sample size: 91
Maternal age (a): 33.7 ± 4.9
Malaria setting: No
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  CRP
Factors adjusted: NR
Biochemistry analyser for serum iron, TIBC; automated haematology analyser for haematologic indices Maternal: Ferritin
Newborn: Ferritin
r = −0.05 (−0.25, 0.16) 4
Maternal: Serum iron
Newborn: Serum iron
r = 0.15 (−0.06, 0.34)
Maternal: Tf Sat
Newborn: Tf Sat
r = 0.12 (−0.09, 0.32)
Maternal: TIBC
Newborn: TIBC
r = −0.18 (−0.37, 0.03)
Maternal: Hb
Newborn: Hb
r = 0.02 (−0.19, 0.22)
Maternal: MCHb
Newborn: MCHb
r = 0.07 (−0.14, 0.27)
Maternal: MCV
Newborn: MCV
r = −0.09 (−0.29, 0.12)
Qaiser et al. [65] 2013, Pakistan Cross-sectional Sample size: 404
Maternal age (a): 15–45
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers: NR
Factors adjusted: NR
Standard coultergram using Beckman Coulter Max M Maternal: Hb
Newborn: Hb
r = 0.12 (0.02, 0.22) 6
Maternal: Ht
Newborn: Ht
r = 0.23 (0.14, 0.32)
Maternal: MCHb
Newborn: MCHb
r = 0.17 (0.07, 0.26)
Maternal: MCV
Newborn: MCV
r = 0.30 (0.21, 0.39)
Ramirez-Cardich et al. [34] 2004, Peru Cross-sectional Sample size: 36
Maternal age (a): 28.1 ± 1.1
Malaria setting: Yes
Iron supplementation: NR
Maternal blood <12 h prior to delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Microcapillary method Maternal: Ht
Newborn: Ht
r = −0.57 (−0.76, −0.30) 5
Rioux et al. [85] 2001, Canada Retrospective cohort Sample size: 952
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Maternal blood collected at 1st, 2nd and 3rd trimester and 12 hrs postpartum Neonatal blood
<48 hrs after delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
NR Maternal: Hb
Newborn: Hb, Ht
r = 0.13 (0.07, 0.19), 0.08 (0.02, 0.14) 5
Maternal: Ht
Newborn: Hb, Ht
r = 0.10 (0.04, 0.16), 0.08 (0.02, 0.14)
Rusia et al. [35] 1996, India Cross-sectional Sample size: 100
Maternal age (a): 17–39
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Automated particle counter for haematologic indices. ELISA for ferritin
Method for serum iron NR
Maternal: Ferritin
Newborn: Ferritin
r = 0.14 (−0.06, 0.32) 4
Maternal: Serum iron
Newborn: Serum iron
r = 0.44 (0.27, 0.58)
Maternal: Tf Sat
Newborn: Tf Sat
r = 0.30 (0.11, 0.47)
Maternal: Hb
Newborn: Hb
r = 0.41 (0.23, 0.56)
Shao et al. [66] 2012, China Cross-sectional Sample size: 3891
Maternal age (a): 26.4 ± 3.6/ 20–35
Malaria setting: Yes
Iron supplementation: NR
Timing of maternal blood collection NR
Umbilical cord blood at delivery
Inflammation biomarkers:  CRP
Factors adjusted: NR
Auto analyser for haematologic indices. Chemiluscent assay for ferritin. Maternal: Ferritin
Newborn: Ferritin, Hb
r = 0.07 (0.04, 0.10), 0.01 (−0.02, 0.04) 6
Maternal: Hb
Newborn: Hb
r = 0.10 (0.07, 0.13)
Shukla et al. [83] 2019, India Prospective cohort Sample size: 163
Maternal age (a): NR
Malaria setting: Yes
Fe supplementation: NR
Timing of maternal blood collection NR
Venous blood at 14 weeks
Inflammation biomarkers:  NR
Factors adjusted: NR
NR Maternal: Ferritin
Newborn: Ferritin
r = 0.23 (0.08, 0.37) 7
Maternal: Hb
Newborn: Hb
r =  0.23 (0.08, 0.37)
Sichieri et al. [67] 2006, Brazil Cross-sectional Sample size: 82
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood; timing NR
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Plasma-atomic emission spectroscopy for serum iron; Automated analyser for Hb and Ht Maternal: Serum iron
Newborn: Serum iron
r = 0.21 (−0.007, 0.41) 4
Maternal: Hb
Newborn: Hb
r = 0.04 (−0.18, 0.25)
Maternal: Ht
Newborn: Ht
r = 0.15 (−0.07, 0.36)
Sikorsi et al. [68] 1998, Poland Cross-sectional Sample size: 100
Maternal age (a): 15–42
Malaria setting: No
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Atomic absorption spectroscopy Maternal: Serum iron
Newborn: Serum iron
r = 0.08 (−0.12, 0.27) 3
Singla et al. [36] 1978, India Cross-sectional Sample size: 85
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
NR Maternal: Serum iron
Newborn: Serum iron
r = 0.41 (0.22, 0.58) 5
Maternal: Tf Sat
Newborn: Tf Sat
r = 0.33 (0.12, 0.50)
Maternal: Hb
Newborn: Hb
r = 0.73 (0.61, 0.82)
Srivastava et al. [37] 2002, India Cross-sectional Sample size: 54
Maternal age (a) NR
Malaria setting: Yes
Iron supplementation: NR
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Flame atomic absorption spectroscopy Maternal: Serum iron
Newborn: Serum iron
r = −0.02 (−0.29, 0.25) 5
Tamura et al. [82] 1999, USA Prospective cohort Sample size: 255
Maternal age (a): Mothers of female neonates: 24.6 ± 4.3; mothers of male neonates: 24.1 ± 4.3
Malaria setting: No
Iron supplementation: All women
Maternal blood at 10–36 weeks
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: Maternal race, age, height, prepreg weight and BMI, smoking, alcohol
Radio-immunoassay Maternal: Ferritin
Newborn: Ferritin
r = 0.32 (0.21, 0.43) (male babies),  r = 0.09 (−0.03, 0.21) (female babies) 4
Tekinalp et al. [69] 1996, Turkey Cross-sectional Sample size: 76
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: NR
Maternal venous blood postpartum
Peripheral vein at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
ELISA Maternal: Ferritin
Newborn: Ferritin
r = 0.16 (−0.06, 0.38) (anaemic mothers),  r = 0.33 (0.12, 0.52) (non-anaemic mothers) 3
Terefe et al. [38] 2015, Ethiopia Cross-sectional Sample size: 89
Maternal age (a): Median age 23; IQR 21–27
Malaria setting: Yes
Iron supplementation: Some women
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  CRP
Factors adjusted: NR
Automated Cobas for ferritin, Automated analyser for haematologic indices Maternal: Ferritin
Newborn: Ferritin, Hb, MCHb, MCV
r = 0.38 (0.19, 0.55),  0.28 (0.08, 0.46), 0.10 (−0.11, 0.30), −0.05 (−0.26, 0.16) 6
Maternal: Hb
Newborn:  Ferritin, Hb, MCHb,  MCV
r = 0.25 (0.04, 0.44), 0.22 (0.01, 0.41), 0.15 (−0.06, 0.35), 0.06 (−0.15, 0.26)
Timilsina et al. [70] 2018, Nepal Cross-sectional Sample size: 114
Maternal age (a): 26.0 ± 3.5
Malaria setting: Yes
Iron supplementation: All women
Maternal venous blood when presenting for delivery
Umbilical cord 2 min after delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Haematology analyser Maternal: Hb
Newborn: Hb
r = 0.50 (0.34, 0.62) 6
Maternal: Ht
Newborn: Ht
r = 0.11 (−0.08, 0.29)
Maternal: MCHb
Newborn: MCHb
r = 0.48 (0.32, 0.61)
Maternal: MCV
Newborn: MCV
r = 0.06 (−0.13, 0.24)
Vahlquist et al. [71] 1975, Sweden Cross-sectional Sample size: 49 (1 pair of twins included)
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Timing of maternal blood collection NR
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Radioimmunodiffusion Maternal: Tf Sat
Newborn: Tf Sat
r = 0.21 (−0.08, 0.46) 2
Vasquez-Molina et al. [72] 1982, Mexico Cross-sectional Sample size: 163
Maternal age (a): NR
Malaria setting: Yes
Iron supplementation: All women
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanmethaemoglobin for Hb. Microcapillary for Ht. Chemiluminometric assay for ferritin Maternal: Ferritin
Newborn: Ferritin
r = 0.14 (−0.01, 0.29) 5
Maternal: Hb
Newborn: Hb
r = 0.11 (−0.04, 0.26)
Maternal: Ht
Newborn: Ht
r = 0.09 (−0.06, 0.24)
Vobecky et al. [73] 1982, Canada Cross-sectional Sample size: 556
Maternal age (a): 26.3 ± 4.2/ 15–43
Malaria setting: No
Iron supplementation: NR
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanmethaemoglobin for Hb. Photometric determination for serum iron; method for Ht NR Maternal: Serum iron
Newborn: Serum iron
r = −0.03 (95%CI −0.11, 0.05) 5
Maternal: Hb
Newborn: Hb
r = 0.08 (−0.003, 0.16)
Maternal: Ht
Newborn: Ht
r = 0.14 (0.06, 0.22)
Wong et al. [39] 1990, Singapore Cross-sectional Sample size: 72
Maternal age (a): 28.1 ± 4.9/ 16–41
Malaria setting: No
Iron supplementation: All women
Maternal blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
ELISA Maternal: Ferritin
Newborn: Ferritin
Maternal 17.4 ± 12.5 µg/L; Newborn 142±68.6 µg/L 4
Wong et al. [40] 1991, Singapore Cross-sectional Sample size: 352
Maternal age (a): NR
Malaria setting: No
Iron supplementation: NR
Maternal venous blood at delivery
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Rocket immunoelectrophoresis Maternal: TF
Newborn: TF
r = 0.0064 (−0.10, 0.11) 2
Yepez et al. [74] 1987, Ecuador Cross-sectional Sample size: 84
Maternal age (a): 20.2 ± 3.3
Malaria setting: Yes
Iron supplementation: None
Maternal venous blood during labour
Umbilical cord blood at delivery
Inflammation biomarkers:  NR
Factors adjusted: NR
Cyanmethaemoglobin for Hb. Microcentrifugation for Ht. Colorimetric technique for serum iron. ELISA for ferritin Maternal: Ferritin
Newborn: Hb
r = 0.25 (0.04, 0.44) 5
Maternal: Serum iron
Newborn: Serum iron
r = 0.26 (0.05, 0.45)
Maternal: Hb
Newborn: Hb
r = 0.28 (0.07, 0.47)

a, years; BMI, body mass index; CRP, C-reactive protein; ELISA, enzyme-linked immunoassay; Hb, haemoglobin; Ht, haematocrit; MCHb- mean corpuscular haemoglobin; MCV, mean corpuscular/cell volume; NR, not reported; sTfR, serum/soluble transferrin receptor; Tf, transferrin; Tf Sat, transferrin saturation; TIBC, total iron binding capacity; ZPP, zinc protoporphyrin.