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ORIGINAL RESEARCH COMMUNICATION |
1 From the International Centre for Diarrhoeal Disease Research, Bangladesh (ICDDR,B): Centre for Health and Population Research, Dhaka, Bangladesh (RR, DSA, PS, SMA, GA, and MY); the MRC International Nutrition Group, London School of Hygiene and Tropical Medicine, London, United Kingdom (SEN); and the Department of Pediatrics, University of Arkansas for Medical Sciences, Little Rock, AR (GF)
2 Supported by World Bank Development Grant Facility for ICDDR,B and the Swedish Agency for Research Cooperation with Developing Countries (Sida/SAREC Agreement support; grant 2002-2004).
3 Reprints not available. Address correspondence to R Raqib, Immunology Laboratory, Laboratory Sciences Division, ICDDR,B: International Center for Health & Population Research, Mohakhali, Dhaka-1212, Bangladesh. E-mail: rubhana{at}icddrb.org.
| ABSTRACT |
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Objective: We aimed to investigate the effect of birth weight on immune function in preschool-age children.
Design: A birth cohort cross-sectional study was conducted in children (n = 132) aged 60.8 ± 0.32 mo who were born in Matlab, a rural area of Bangladesh, and whose weight and length were measured within 72 h of birth. The outcome measures were thymopoiesis, T cell turnover, acute phase response, and percentage of lymphocytes.
Results: Children born with low birth weight (<2500 g; LBW group, n = 66) had significantly higher concentrations of T cell receptor excision circles in peripheral blood mononuclear cells—a biomarker for thymopoiesis—and significantly higher serum bactericidal activity and C-reactive protein concentrations than did children born with normal birth weight (
2500 g; NBW group, n = 66) (P < 0.05 for both). The LBW group children had significantly lower concentrations of interleukin 7 in plasma (P = 0.02), shorter telomere length in peripheral blood mononuclear cells (P = 0.02), and a lower percentage of CD3 T cells (P = 0.06) than did the NBW group children.
Conclusions: Greater peripheral T cell turnover (shorter telomeres and lower CD3 concentrations) due to immune activation (elevated C-reactive protein concentrations and bactericidal activity) may have resulted in a greater need for replenishment from the thymus (higher T cell receptor excision circles); these events may cause lower immune functional reserve in preschool-age children born with LBW. Thus, LBW has implications for immunocompetence and increased vulnerability to infectious diseases in later life.
Key Words: Low birth weight T cell receptor excision circles TRECS telomere CD3 T cells C-reactive protein
| INTRODUCTION |
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In a series of studies, Barker et al (10) introduced the hypothesis of the developmental origin of health and disease. This hypothesis postulates that conditions that most probably are nutritional program the fetus for development of chronic noncommunicable diseases in adulthood. In parallel, evidence is accumulating to suggest that early events may also program immune function. Studies in The Gambia in West Africa have shown associations between birth during the nutritionally poor "hungry" season and a greater risk of premature adult mortality due to infectious diseases (9). Further prospective studies in that population showed seasonal effects on thymic size (11) and function (12). A longitudinal study of adolescents in the Philippines provided evidence that prenatal undernutrition is significantly associated with low thymopoietin production and less growth in length during the first year of life and is positively associated with adolescent thymopoietin production (13). These findings add to a growing body of evidence that events occurring in utero or early in life may permanently affect components of the immune system, especially the thymus.
The aim of the current study was to explore the hypothesis that LBW may impair long-term immune function and that—in a tropical setting with high infectious exposure that will lead to persistent activation of the immune system, increased peripheral infiltration of thymus-derived naive T cells, and premature lymphocyte senescence—the effect may not become apparent until the later years of life. To test this hypothesis, we have assessed thymic output, T cell turnover, and lymphocyte proliferation response in peripheral blood lymphocytes of children from rural Bangladesh born at either LBW or a normal birth weight (NBW).
| SUBJECTS AND METHODS |
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45 km from the capital, Dhaka. The current study selected participants from a cohort of infants born in Matlab during 1995 or 1996, full details on whom can be found elsewhere (14, 15). Birth weight was measured within 72 h of delivery by using a pediatric balance-beam scale (Seca, Hamburg, Germany) that is accurate to 10 g. The infant's recumbent length was measured by using a regularly validated, locally constructed length board accurate to the nearest 0.1 cm. Infants' weight and length measurements were compared with those of the National Center for Health Statistics reference population and converted to age- and sex-standardized z scores with the use of ANTHRO software [version 1.02 (Y2K-compliant); developed jointly by the World Health Organization, Geneva, Switzerland, and the Centers for Disease Control and Prevention, Atlanta, GA).
Study subjects
The current study aimed to compare children born as singletons and at full term with NBW (
2500 g) with those born at LBW (<2500 g). Children who had known chronic illness or recent episode of measles were excluded from the study. The availability of the children for the current study was initially confirmed from the Matlab Health and Demographic Surveillance System records. A door-to-door survey was conducted to confirm the availability of the children; then, from the list of available children (whose families had not migrated), the required number of children was selected for the study.
Initial screening in Matlab villages found 358 children who were available. For the study, sample size was calculated based on 5% type I error and 20% statistical power, with consideration of several outcome variables, such as total lymphocyte count, total leukocyte count, percentage of CD4 and CD8 T cells, the ratio of CD4 to CD8 cells, and the concentration of total immunoglobulin G (IgG). Because comparison of the immune variables—eg, T cell receptor excision circles (TRECs), telomeres, and C-reactive protein (CRP)—that are important for functional outcomes between LBW and NBW children has not previously been reported, it was of interest to explore these variables. A difference of 5% in the outcome variables between the 2 groups was considered to be important. We calculated that 66 subjects/group would be sufficient for the proposed study. From the cohort of 358 children, systematic random sampling was done in which every 2nd child was selected (the first child was chosen randomly), and a total of 179 children were selected (Figure 1
). Thereafter, children were stratified into 2 groups: one consisting of children born with LBW (LBW group, n = 75) and the other with NBW (NWB group, n = 104). From each of these 2 groups, 66 children were randomly selected. Stratification into 2 groups, blinding, and decoding of the subjects was done by a person without relation to the study.
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Written informed consent was obtained from the guardian of each child. The study was approved by the ethics review committee of the ICDDR,B: Center for Health and Population Research.
Sample collection
Fasting peripheral venous blood samples were obtained from each child at enrollment in the Matlab hospital laboratory. Blood samples were collected in heparin-coated sterile vials (Vacutainer; Becton Dickinson, Rutherford, NJ) and were processed to isolate peripheral blood mononuclear cells (PBMCs) from blood on Ficoll-Paque (Pharmacia-Upjohn, Uppsala, Sweden) by density gradient centrifugation at 1800 rpm at 24 °C for 25 min (Sorvall Legend RT; Kendro Laboratory Products GmbH, Hanau, Germany). A portion of the PBMCs was used for the lymphocyte proliferation assay, and a portion was stored in liquid nitrogen until used for flow cytometry and DNA extraction. Plasma collected as supernatant from the gradient was stored at –70 °C until it was used. Serum samples were also collected, and they were stored at –70 °C.
C-reactive protein and interleukin 7
Plasma concentrations of the hepatically derived acute phase protein CRP were used to detect ongoing infection or inflammation. CRP concentrations were measured by immunoturbidometric assay with the use of a Hitachi 902 analyzer (Roche Diagnostics GmbH, Mannheim, Germany). Concentrations of interleukin 7 (IL-7) in plasma were measured with a high-sensitivity colorimetric enzyme-linked immunosorbent assay (IL-7 immunoassay kit; R&D Systems QuantikineHS, Minneapolis, MN) according to the manufacturer's instructions. The lower limit of detection was 0.1 pg/mL. Plasma IL-7 concentrations were measured to assess the effect of the cytokine IL-7 on thymopoiesis or the T cell regeneration process.
Serum bactericidal response
Preterm and small-for-gestational-age (SGA) infants have low amounts of neutralizing antibodies (7). Because enteric diarrheal diseases are common in rural Bangladesh, the serum bactericidal response was evaluated against a nonpathogenic Escherichia coli K12 strain, which lacks the O surface antigens (16). The serum bactericidal assay similar to that used for Shigella was modified to optimize it for nonvirulent E. coli K12 (17). Bacteria grown in Mueller Hinton broth (MHB; Difco, Detroit, MI) at 37 °C for 3 h were suspended in saline to an absorption of 0.4 at 600 nm [1 x 108 colony-forming units (CFU)/mL], which was followed by serial dilution to a concentration of 1 x 105 CFU/mL. Guinea pig complement (1:5) was added to the bacterial suspension, and the mixture was applied to microtiter plates (Nunc, Roskilde, Denmark) containing serum samples, with a starting dilution of 1:10, that were complement-inactivated by heat treatment and serially diluted by 50%. The volume of 200 µL/well was adjusted with MHB, and the plate was incubated in a shaker incubator (200 rpm) at 37 °C for 16 h. The optical density of the plates was measured at 595 nm. The titer of the serum was defined as the reciprocal of the last dilution in which no growth was evident by visual inspection (17).
Lymphocyte proliferation response
The ability of lymphocytes to proliferate polyclonally on activation with mitogens provides a tool for the assessment of lymphocyte function. The assay was conducted in triplicate on microtiter plates as described previously (18). PBMC suspensions (3 x 105 cells/well) were incubated for 3 d in 37 °C and 5% CO2 with the mitogen phytohemagglutinin [PHA (at 5 mg/L); Sigma, St Louis, MO) or without stimulant (RPMI 1640; Gibco BRL Life Technologies, Grand Island, NY) supplemented with 10% heat-inactivated fetal bovine serum, 2 mmol glutamine/L, 1 mmol Na-pyruvate/L, 100 U penicillin/mL, and 100 µg streptomycin/mL (Gibco). Cells were pulsed with [3H]-thymidine and harvested on glass fiber filters 18 h later by using a multiwell cell harvester (Automesh 2000; Dynatech, Denkendorf, Germany). Thymidine incorporation into the fraction retained on the filter was measured by using liquid scintillation fluid (Ecolite+; MP Biomedicals, Solon, OH) in a ß counter (LS 6500; Beckman Instruments, Irvine, CA) and expressed as counts per minute (cpm). The result per subject was expressed as the mean stimulation index (SI) of triplicates (cpm of stimulated cells/cpm of unstimulated cells).
Immunophenotyping
Quantifying lymphocyte subpopulations and measuring the extent of their activation by flow cytometry provide useful indicators of a person's immune status. T cell subsets were characterized by staining cells with fluorescent antibodies specific for various cell surface markers. Frozen PBMCs were thawed rapidly; after being washed, they were stimulated with phorbol 12-myristate 13-acetate (PMA) at 20 ng/mL in RPMI 1640 (Gibco BRL) supplemented with 10% heat-inactivated fetal bovine serum, 2 mmol glutamine/L, 1 mmol Na-pyruvate/L, 100 U penicillin/mL, and 100 µg streptomycin/mL (Gibco) for 4 h in 37 °C and 5% CO2. After being washed in phosphate-buffered saline (PBS; pH 7.4), cells were suspended (1 x 105 cells/mL) in PBS containing 2% heat-inactivated pooled human AB serum and were stained with triple combinations of monoclonal antibodies for 30 min at 4 °C. Cells were washed and resuspended in PBS containing 1% paraformaldehyde and analyzed within 4 h. Negative controls were included in each experiment. Three-color fluorescent analysis was performed by using a fluorescent cell sorter (FACSCalibur; Becton Dickinson, San Jose, CA). Fluorescein isothiocyanate–(FITC) labeled IgG2b and phycoerythrin-labeled IgG1 were used as isotype control. Before data acquisition, instrument settings were checked and optimized by using CaliBRITE beads (Becton Dickinson). Data acquisition and analysis were done with CELL QUEST software (version 3.3; Becton Dickinson). All samples were analyzed by setting appropriate forward- and side-scatter gates around the lymphocytes, and the percentage of positive cells was estimated.
Monoclonal antibodies
The following antibodies were used in the study for the phenotype analysis by 3-color flow cytometry: anti-CD45 (pan leukocyte), anti-CD14 (monocytes), IgG1, IgG2 (negative isotype control), anti-CD3 [pan T cells; FITC, peridinin chlorophyll protein (PerCP), and antigen-presenting cells (APC)], anti-CD4 (helper/inducer T cells and FITC), anti-CD8 (suppresser/cytotoxic T cells, phycoerythrin, and PerCP), anti-CD69 (early activation marker and PerCP), anti-CD45RA (naïve T cells and FITC), anti-CD45RO (memory T cells and phycoerythrin), anti-CD56 (neural cell adhesion molecules, pan-natural killer cells, and phycoerythrin), anti-CD16 (natural killer cells, Fc
receptor III, and FITC). All antibodies were purchased from Becton Dickinson.
Quantification of signal-joint T cell receptor excision circles by real-time polymerase chain reaction
The thymus, a glandular organ, is the site of T cell differentiation and regeneration. Thymic T cell production can be assessed by measuring TRECs as a traceable molecular marker in newly produced naive T cells (19). Thus, the content of TRECs in peripheral T cells is an indicator of thymopoiesis or newly synthesized and exported naive T cells (19).
From the frozen whole-blood samples, DNA was isolated by using the QIAamp DNA Mini Kit (Qiagen GmbH, Hilden, Germany) according to the manufacturer's instructions. Quantification of signal-joint (sj) TRECs was performed by using SYBR Green real-time quantitative PCR and an iCycler thermocycler (Bio-Rad version –3.021; Life Science Research Group, Hercules, CA). The following primers were used: [forward primer > 5 AAAGAGGGCAGCCCTCTCCAAGGCAAA 3' and reverse primer < 5 AGGCTGATCTTGTCTGACATTTGCTCCG 3']. Using natural 96-well plates that can be separated into 24- or 48-wells sections (semi-skirt; Nunc), a master mix was prepared that consisted of 12.5 µL Quantitect-SYBR Green (Qiagen), 0.5 µL forward and reverse primers each, 1.0 µL MgCl2 (50 mmol/L), 1.0 µL of each primer pair, and 8.5 µL deionized water. Then, 23 µL of this master mix was added to the 96-well plate, which was followed by 2 µL of standards, samples, and negative controls in corresponding tubes to obtain a 25-µL reaction volume. Real-time polymerase chain reaction (PCR) was then performed under the following conditions: denaturation (1 cycle) at 95 °C for 3 min; preamplification of 40–45 cycles at 95 °C for 30 s, 62 °C for 30 s, and 72 °C for 45 s; and a second amplification (final extension step) cycle at 72 °C for 5 min. A standard (donated by PT Ngom) was prepared by using serial dilutions of a known number of copies of a fragment of the sjTREC gene sequence and included in each iCylcler run to generate a standard curve (12). Serial dilutions of the cloned TREC-PCR product were used as a standard for absolute quantification of TREC concentrations. Samples were analyzed in duplicate. The number of copies of sjTRECs in the samples was automatically measured by reading off the standard curves generated and expressed as TREC content (ie, no. of copies) per 106 PBMCs.
Telomere length
Telomeres are specialized structures at the ends of chromosomes. The length of the telomeres was reduced progressively during each cell replication cycle, and, thus, telomere length was shown to reflect the replicative history of those cells (20). After extraction of DNA as above, DNA was rehydrated overnight at room temperature, quantified by absorbance spectrophotometry at 260-nm wave length, and stored at 4 °C. The mean length of the telomeric restriction fragment (TRF) was determined by using the TeloTAGGG Telomere Length Assay (Roche, Basel, Switzerland) and by Southern blot. After exposure of the blot to an X-ray film, the TRFs were visualized. For quantitative measurements of mean TRF length, the signal intensity was scanned and read by an imaging system with the use of QUANTITY ONE software (version 4.2.2; BioRad Laboratories). The mean TRF length was estimated as the midpoint of the smear on each lane relative to a molecular-weight standard that was run in each gel. Results are given as mean TRF length of the sum equation of the telomere signal distribution.
Statistical analysis
Statistical analyses were done by using SIGMASTAT statistical software (version 3.1; Jandel Scientific, San Rafael, CA) and SPSS for WINDOWS software (Release 10; SPSS Institute, Chicago, IL). Data were expressed as means ± SEs. Continuous variables were compared between groups by using the Student's t test, and categorical variables (ie, male-to-female ratio, concurrent diarrhea, fever, respiratory illness, breastfeeding status) were compared by chi-square test. P < 0.05 was considered significant. When a variable (eg, CRP, bactericidal antibody titers, proliferation response, or IL-7) was not normally distributed, an appropriate transformation was used to better achieve approximate normality. Analyses were performed on the transformed variables to meet the underlying assumptions of the statistical tests used. When the data could not be normalized, nonparametric analysis (a rank-sum test) was performed. Simple linear and multiple regressions (forward stepwise regression) were used to evaluate the relation between birth weight, nutritional status, and current immunologic variables. Only those variables were tested by the regression model, which showed significant differences between the 2 groups.
| RESULTS |
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Lymphocyte proliferation response
PBMCs from children were analyzed for the ability of lymphocytes to respond to mitogen (ie, PHA) by proliferation response (incorporation of tritiated thymidine). No significant difference between the 2 groups was found in the SI of lymphocytes to PHA (Table 3
). No association was found between lymphocyte proliferation response and current nutritional status by regression analysis.
Proportion of pan T cells in low-birth-weight children
Flow cytometric analysis showed that the proportion of CD3 T cells in the peripheral blood of the LBW group children was not significantly lower than that in the NBW group children; however, the difference showed a trend (P = 0.06) (Table 3
). No significant differences between the 2 groups were seen in the percentage of other phenotypic markers or activation markers studied, although a tendency was seen for the NK cell proportions to be lower in the LBW group than in the NBW (data not shown).
Forward stepwise regression analysis was applied to predict CD3 from current nutritional status, birth weight, birth length, and values for IL-7 and TRECs. None of the variables significantly added to the ability of the equation to predict CD3, and they were not included in the final equation. Neither birth weight nor birth length was associated significantly with CD3 when these variables were forced into the model individually or in a linear combination.
Elevated T cell receptor excision circle concentrations in low-birth-weight children
Concentrations of TRECs were found to be significantly (P = 0.05) higher in the LBW group than in the NBW group (Table 3
). Forward stepwise regression was applied to predict TRECs from birth weight, birth length, current nutritional status, and CD3 and IL-7 values. These variables did not add significantly to the ability of the equation to predict TRECs. Neither birth weight nor birth length was associated significantly with TRECs when these variables were forced into the model individually. TRECs values were measured from total PBMCs only, and, because of insufficient blood volumes, cells were not separated into CD4 and CD8 T cells or naïve and memory cells.
Shortened telomeric restriction fragment length in low-birth-weight children
The TRF length in PBMCs ranged from 3.8 to 9.4 kb; the mean length was 7.11 kb in all children. Significantly (P = 0.02) lower TRF values were seen in the LBW group than in the NBW group (Figure 2
). Shortened telomere length in PBMCs indicated that cells have gone through more cell divisions in the LBW group. Because TRF was measured in total PBMCs, it was not possible to know whether the reduction in TRF involved only lymphocytes or both monocytes and lymphocytes. No association was found between the current nutritional status and the TRF length.
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| DISCUSSION |
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Several studies have reported that infants with LBW or IUGR or who were SGA have a lower percentage of T or B lymphocytes and lower vaccine-specific IgG responses (2, 3, 21) than do newborn infants with NBW (6, 22-24). However, the persistence of these defects in older children has not been detected (25-27). In one study, schoolchildren born preterm had a significantly lower percentage of CD4+T cells and lower CD4:CD8 ratios than did children born at term (28). We found that, at a mean age of 5 y, children who were born at full term but with LBW had a lower percentage of CD3 cells in peripheral blood than did NBW children. The lower percentage of CD3+ cells in the LBW group could be a consequence of the limit of division having been met early in life through the accelerated apoptosis of lymphocytes (29). Increased apoptosis could cause increased proliferation in the periphery because lymphocytes strive to "fill the space" in the secondary lymphoid tissues. Indeed, a marked reduction in telomere length in PBMCs was observed in the LBW children; this reduction reflected higher T cell turnover, probably in response to a greater degree of apoptosis. Increased bystander T cell activation and proliferation can occur during HIV infections, and telomere shortening can result (30). Shorter telomeres have been seen in the gastric mucosa of patients with Helicobactor pylori infection than in the mucosa of healthy subjects or patients with gastric cancer (31). Premature telomeric loss also has been reported in rheumatoid arthritis (32). However, to our knowledge, this study is the first to show higher T cell turnover in apparently healthy children with LBW, irrespective of current nutritional status.
The role of the thymus as an important indicator of immunologic consequences of undernutrition has been brought into focus by several studies. Measurement of TRECs has been shown to be a useful marker of thymic output or thymopoesis. Infants born during the "hungry" (ie, wet) season in rural Gambia were shown to have smaller thymuses and lower TREC concentrations than did infants born in the "harvest" season (11, 12). However, these infants also showed higher lymphocyte count and higher proportion of CD3 T cells. In the current study, the LBW group had higher TREC concentrations in PBMCs, lower percentages of CD3 T cell, and shorter TRF lengths than did the NBW group, albeit lymphocyte proliferation response was similar in the 2 groups. Higher thymic output could have resulted from the heightened demand for T cells in response to high burden of infections in the endemic setting of rural Bangladeshi villages. In HIV-infected subjects, chronic T cell turnover leads to abnormally shortened telomere length (30). The increased clonal exhaustion of cytolytic T cells and reduced cytolytic function in HIV infection have been attributed to replicative senescence. It is conceivable that higher TREC values and shorter telomere length in LBW children than in NBW children may be a consequence of a smaller initial pool of T cells in the thymus, which may lead to earlier exhaustion to maintain homeostatic T cell numbers for rapid replication of memory cells.
IL-7 plays an important role as a regulator of T cell homeostasis. Studies in The Gambia showed markedly higher TREC concentrations in breastfed infants whose mother's milk had higher IL-7 concentrations than in breastfed infants whose mother's milk had lower IL-7 concentrations (12). In HIV-infected patients, high IL-7 concentrations are produced in response to T cell depletion (33). The administration of exogenous IL-7 to mice increased the number of TREC-bearing cells (34), although exogenous IL-7 did not always enhance thymic function (35). We found that lower plasma IL-7 concentrations in the LBW children were concurrent with high TREC values. Low IL-7 concentrations in the LBW group may be related to the inability of the periphery to keep up homeostatic proliferation, which requires greater thymic output. An inverse relation between TREC and plasma IL-7 concentrations in HIV-infected children has been reported (36). A positive association of birth weight with plasma IL-7 concentrations also may partly explain low IL-7 concentrations in the LBW children.
In the current study, no association was observed between current nutritional status and any of the markers of immune function, which is consistent with the findings in the Gambian children (37). The current morbidity experiences of the 2 groups (eg, history of diarrhea, respiratory illness, and fever) were not significantly different. Concentrations of CRP found in LBW children were higher than those in NBW children; however, these concentrations were within the "normal" range—ie, they did not indicate the presence of acute inflammation. Numerous large-scale, prospective studies have found that low-grade inflammation, as represented by elevated concentrations of CRP in serum in the range traditionally accepted as normal (<6 mg/L), is an independent predictor of cardiovascular events, especially coronary heart disease (38). In addition, an inverse relation between birth weight and CRP was found: LBW contributed to elevated CRP concentrations in adult life (39) and predicted an elevated risk of cardiovascular events in adulthood (40). In the current study, no association was obtained between CRP concentrations and current nutritional status. However, birth weight had a marked effect on CRP concentrations (P = 0.051) when birth length was included in the multivariate analysis. In the LBW group, CRP concentrations tended to be higher in children with a history of ongoing infections (P = 0.055). Thus, elevated innate markers (ie, CRP and bactericidal activity) and telomere shortening could indicate greater stimulation of the immune system in the LBW group. Heightened innate immunity in the LBW group may be a counterbalance for altered cellular immunity.
A major limitation of the study is that the children were not followed from birth up to the current age, and data on growth rate, morbidity, vaccination and other factors that could potentially confound the results were not available; therefore, the effect of these factors on immune functions and the association could not be studied (14). However, despite these limitations, the findings from the current study suggest that small size at birth may result in altered immune function in later life, which provides further support for the hypothesis that events early in life or in utero may leave a permanent imprint on human immune function. The findings may also reflect a postnatal effect whereby LBW may be a marker for later exposures. It is plausible that the altered immunity may not be manifest in measurable morbidity outcomes unless the person is exposed to repeated infections; however, this validity of that possibility has yet to be seen.
| ACKNOWLEDGMENTS |
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RR was responsible for the conception and design of study and for securing funding, implementing the study, supervising the laboratory experiments, compiling and analyzing the data, and drafting the manuscript. DSA (Principal Investigator of the birth cohort study in Matlab from which baseline data of current study subjects and respective mothers at birth were provided) contributed to the implementation of the study. PS processed specimens and performed flow cytometry–associated experiments and fluorescence-activated cell sorter FACS data analyses. SMA contributed to the statistical analysis of the data. GA processed specimens, performed laboratory experiments, and collected data; MYcontributed to the implementation of the study and to recruitment of subjects in Matlab. SM contributed to the application of the T cell receptor excision circle method and analysis of the data. GF contributed to the study design and participated in securing funding. None of the authors had a personal or financial conflict of interest.
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