Skip to main content
NIHPA Author Manuscripts logoLink to NIHPA Author Manuscripts
. Author manuscript; available in PMC: 2015 Dec 1.
Published in final edited form as: J Child Neurol. 2014 Mar 18;29(12):1692–1698. doi: 10.1177/0883073813513335

Systemic inflammation and cerebral palsy risk in extremely preterm infants

KCK Kuban 1, TM O’Shea 2, EN Allred 3,4,5, N Paneth 6, D Hirtz 7, RN Fichorova 3,8, A Leviton 3,4, for the ELGAN Study Investigators
PMCID: PMC4167987  NIHMSID: NIHMS536061  PMID: 24646503

Abstract

We hypothesized that among extremely preterm infants, elevated concentrations of inflammation-related proteins in neonatal blood are associated with cerebral palsy (CP) at 24 months.

Methods

In 939 infants born before 28 weeks gestation, we measured blood concentrations of 25 proteins on postnatal days 1, 7, and 14 and evaluated associations between elevated protein concentrations and CP diagnosis.

Results

Protein elevations within three days of birth were not associated with CP. Elevations of TNF-α, TNF-R1, IL-8, ICAM-1, on at least two days were associated with diparesis. Recurrent-persistent elevations of IL-6, E-SEL, or IGFBP-1 were associated with hemiparesis. Diparesis and hemiparesis were more likely among infants who had at least four of nine proteins elevations that previously have been associated with cognitive impairment and microcephaly.

Interpretation

Repeated elevations of inflammation-related proteins during the first two postnatal weeks are associated with increased risk of CP.

Introduction

Among infants born preterm, elevated concentrations of inflammation-related proteins in umbilical cord and neonatal blood are associated with neonatal cerebral white matter damage 1-3, which, in turn, is associated with subsequent diagnosis of cerebral palsy (CP) 4,5. Studies of these associations have been limited by small samples, selection of children based on birth weight rather than gestational age, measurement of a small number of proteins at a single time, non-standard methods for diagnosing CP, and by aggregation of heterogeneous forms of CP into a single outcome.

In our prospective study of infants born before the 28th week of gestation, we measured concentrations of 25 inflammation-related proteins in blood samples from nearly a thousand newborns within three days of birth, and approximately one week and two weeks later. Elevated concentrations of nine of these proteins (CRP, SAA, IL-1β, IL-6, IL-8, TNF-α, MIP-1β, ICAM-1, E-SEL, and IGFBP-1) on 2 days a week or more apart were associated with an increased risk of severe early cognitive impairment (MDI < 55 on the Bayley Scales of Infant Development II) 6 and microcephaly 7, but not when the elevated concentration occurred on a single day 6,7.

In this report we describe the relationships between elevated concentrations of inflammation-associated proteins and CP form -- hemiparetic, diparetic, or quadriparetic.

Methods

The ELGAN Study

The ELGAN study was designed to identify characteristics and exposures that increase the risk of structural and functional neurologic disorders in ELGANs (the acronym for Extremely Low Gestational Age Newborns). During the years 2002-2004, women delivering before 28 weeks gestation at one of 14 institutions in 11 cities in 5 states were asked to enroll in the study. The enrollment and consent processes were approved by the individual institutional review boards.

Mothers were approached for consent either upon antenatal admission or shortly after delivery, depending on clinical circumstance and institutional preference. 1249 mothers of 1506 infants consented. 939 children from whom blood specimens were collected during the first two postnatal weeks for biomarker analyses were examined at approximately 24 months post-term equivalent.

Newborn variables

The gestational age estimates were based on a hierarchy of the quality of available information. Most desirable were estimates based on the dates of embryo retrieval or intra-uterine insemination or fetal ultrasound before the 14th week (62%). When these were not available, reliance was placed sequentially on a fetal ultrasound at 14 or more weeks (29%), last menstrual period (7%), and gestational age recorded in the log of the neonatal intensive care unit (1%).

Each infant was assigned a birth weight Z-score, which represents the number of standard deviations the infant’s birth weight was above or below the median weight of infants at the same gestational age in a standard data set.

Cerebral palsy

Eleven percent of children evaluated at 24 months were diagnosed with a diagnosis of quadriparetic, diparetic, or hemiparetic cerebral palsy8. Risk factors and correlated clinical outcomes differ for these three forms of CP 8-10.

Blood Protein measurements

Drops of whole blood were collected on (Schleicher & Schuell 903) filter paper on the first postnatal day (range: 1-3 days), the 7th postnatal day (range: 5-8 days), and the 14th postnatal day (range: 12-15 days). Twenty-five proteins were measured in the Laboratory of Genital Tract Biology, Brigham and Women’s Hospital, using the Meso Scale Discovery multiplex platform and Sector Imager 2400 (Meso Scale Discovery, Gaithersburg, MD), which has been validated against ELISA. Details about the procedure for processing the blood spots and for measuring protein concentrations and absolute value ranges for proteins are explained elsewhere6, 11.

Data analysis

Since protein concentrations varied with gestational age at delivery and with the postnatal day of collection, we divided our sample into 9 groups defined by gestational age category (23-24, 25-26, 27 weeks) and the three postnatal days of blood collection. Because the concentrations of most proteins did not follow a normal distribution, we dichotomized the concentration distribution of each protein into the highest quartile and the lower three quartiles for each of the 9 gestational age-postnatal day groups.

We evaluated the following three null hypotheses. First, infants with an elevated concentration (i.e., in the top quartile for gestational age) of an inflammation-related protein on a specific day (days 1, 7, or 14) were not at higher risk of any form of cerebral palsy than infants whose concentration of that protein was in the lower three quartiles on that day. Second, infants with elevated concentrations of a single inflammation-related protein on 2 or more days (which we refer to here as a “recurrent-persistent protein elevation”) were not at higher risk for cerebral palsy than infants without a recurrent-persistent protein elevation. Third, the risk of cerebral palsy did not vary with the number of proteins whose concentrations were in the highest quartile on 2 or more days. To test this hypothesis we compared children who had 1, 2-3, or 4+ proteins with concentrations in the top quartile on 2 days to children who did not have any protein with concentrations in the top quartile on 2 days. We limited our analyses to the nine proteins (IL-6, TNF-α, TNF-R1, IL-8, ICAM-1, E-SEL, CRP, SAA and IGFBP-1) whose recurrently elevated concentrations were associated with increased risk of severe early cognitive impairment7, microcephaly7, and CP.

The strength of association between each CP diagnosis and a protein concentration in the highest quartile is presented as a risk ratio and its 99% confidence interval. We selected this confidence interval, rather than the conventional 95% interval, to account for multiple comparisons (25 proteins measured at 3 times), while not appreciably increasing the risk of a type 2 (false negative) error. Because our outcomes are mutually exclusive and each is appropriately compared to the same referent group (i.e., children who did not have a CP diagnosis), we created multinomial (polytomous or polychotomous) logistic regression models (Stata 13.0, StataCorp, College Station, TX) .

Results

Sample description

In this cohort, we classified 105 children as having cerebral palsy. Fifty two percent were classified as having quadriparesis (N=55), 30% as having diparesis (N=32), and 17% as having hemiparesis (N=18). All forms of CP were associated with low PDI and MDI scores on the Bayley Scales of Infant Development II and with microcephaly. Children with diparesis were less likely than children with quadriparesis or hemiparesis to have other clinical indicators of brain damage or dysfunction.

Single-day elevated protein concentrations

None of the 25 proteins we evaluated had a day-1 elevated concentration associated with any CP diagnosis On day 7, IL-6R was the only protein whose elevated concentration was associated with reduced risk of quadriparesis, while MCP-1 was the only protein whose elevated concentration was associated with increased risk of quadriparesis No protein elevation on day-7 was associated with increased or reduced risk of diparesis or hemiparesis.

On day 14, IL-6R continued to be the only protein whose elevated concentration was associated with reduced risk of quadriparesis. ICAM-1 was the only protein whose elevated day-14 concentration was associated with increased risk of diparesis, while elevated concentrations of IL-6, E-SEL, and IGFBP-1 on day 14 were associated with increased risk of hemiparesis.

Multiple-day elevated individual protein concentrations (Table 1)

Table 1.

Risk of Cerebral Palsy Forms Associated with High Protein Concentrations On More Than One Day *

Protein a Quadriparesis (55) Diparesis (32) Hemiparesis (18)
CRP 1.2 (0.6, 2.5) 1.7 (0.7, 4.1) 1.9 (0.5, 6.7)
SAA 1.0 (0.4, 2.3) 2.2 (0.9, 5.4) 2.9 (0.8, 10)
MPO 1.4 (0.7, 2.7) 0.8 (0.3, 2.1) 1.0 (0.3, 3.5)
IL-1β 1.5 (0.7, 3.1) 2.0 (0.8, 5.4) 1.5 (0.6, 4.5)
IL-6 1.4 (0.6, 3.2) 1.3 (0.5, 3.4) 7.1 (1.8, 27)
IL-6R 0.2 (0.1, 0.6) 0.5 (0.2, 1.5) 0.3 (0.1, 1.3)
TNF-α 1.6 (0.8, 3.1) 3.5 (1.4, 8.6) 2.5 (0.8, 7.5)
TNF-R1 1.4 (0.7, 3.0) 2.4 (1.04, 5.5) 1.8 (0.6, 5.5)
TNF-R2 0.8 (0.3, 1.7) 2.2 (0.9, 5.3) 1.5 (0.4, 5.2)
IL-8 (CXCL8) 2.1 (1.03, 4.2) 3.1 (1.2, 8.1) 3.1 (1.0, 9.9)
MCP-1 (CCL2) 2.5 (1.2, 5.1) 0.8 (0.3, 2.1) 0.8 (0.2, 3.1)
MCP-4 (CCL13) 0.9 (0.4, 2.1) 1.0 (0.4, 2.4) 1.3 (0.4, 4.0)
MIP-1β (CCL4) 1.0 (0.4, 2.1) 2.1 (0.8, 5.3) 1.4 (0.5, 4.3)
RANTES (CCL5) 0.4 (0.1, 0.98) 1.4 (0.6, 3.4) 0.2 (0, 1.3)
I-TAC ( CXCL11) 0.7 (0.3, 1.5) 0.9 (0.3, 2.3) 2.2 (0.7, 6.6)
ICAM-1 (CD54) 2.0 (0.98, 3.9) 3.0 (1.2, 7.4) 1.6 (0.5, 5.7)
ICAM-3 (CD50) 1.2 (0.6, 2.4) 0.7 (0.3, 1.8) 1.7 (0.6, 5.0)
VCAM-1 (CD106) 0.8 (0.4, 1.6) 1.1 (0.5, 2.6) 0.7 (0.2, 2.7)
E-SEL (CD62E) 1.0 (0.5, 2.0) 2.0 (0.8, 4.7) 3.2 (1.1, 9.5)
MMP-1 0.4 (0.1, 1.01) 1.2 (0.5, 2.9) 0.9 (0.3, 2.8)
MMP-9 0.6 (0.2, 1.4) 1.4 (0.5, 3.6) 1.7 (0.5, 6.3)
VEGF 0.8 (0.3, 1.3) 1.2 (0.5, 3.1) 1.3 (0.4, 3.6)
VEGF-R1 2.0 (0.9, 4.3) 1.1 (0.5, 2.8) 1.9 (0.6, 5.4)
VEGF-R2 0.6 (0.3, 1.5) 1.9 (0.8, 4.2) 0.7 (0.2, 2.5)
IGFBP-1 1.1 (0.5, 2.5) 1.5 (0.5, 4.1) 3.6 (1.1, 12)
*

Risk ratios (and 99% confidence interval) of the form of CP associated with a protein concentration in the top quartile (for GA and day specimen was obtained) of the protein listed on the left on two separate days at least a week apart relative to that of children who did not. The sample for this table consists of all children with blood measurements on ≥ 2 days. These were multinomial analyses with children who did not have CP as the referent group and are adjusted for gestational age. Bold items are significantly elevated at p <.01 and italicized bold items are significantly low at p <.01.

a

The legend for proteins listed in the table are found at the beginning of this publication.

Elevated concentrations on two occasions of two proteins, IL-8 and MCP-1, were associated with increased risk of quadriparesis and repeated IL-6R elevation was associated with reduced risk. Elevated concentrations of 4 proteins, TNF-α, TNF-R1, IL-8, and ICAM-1, were associated with increased risk of diparesis, while a different set of 4 protein elevations, IL-6 IL-8, E-SEL, and IGFBP-1, was associated with increased risk of hemiparesis. These elevated concentrations were much more likely to be seen on days 7 and 14 than on the first postnatal day (data not shown).

Multiple-day elevations of multiple proteins (Table 2)

Table 2.

Risk of Cerebral Palsy Forms Associated with Multiple Elevated Proteins *

Cerebral Palsy forms Number of proteins elevated on 2+ days
4+ 2-3 1 0
Quadriparesis 1.8 (0.8, 4.0) 1.1 (0.5, 2.7) 2.0 (0.95, 4.0) 1.0
Diparesis 3.0 (1.3, 7.1) 1.3 (0.5, 3.6) 0.8 (0.3, 2.6) 1.0
Hemiparesis 4.2 (1.3, 14) 1.0 (0.2, 5.0) 1.3 (0.3, 5.6) 1.0
*

Risk ratios (95% confidence intervals) for each form of cerebral palsy associated with elevated concentrations of the number of proteins identified at the top of each column on two separate days a week apart. The nine proteins are IL-6, TNF-α, TNF-R1, IL-8, ICAM-1, E-SEL, CRP, SAA and IGFBP-1. The referent category (identified with an odds ratio of 1.0) consists of all children who did not have any protein with a concentration in the top quartile on any two days. Bold items are significantly elevated at p <.05.

The risks of diparesis and of hemiparesis were significantly increased when at least four of the nine proteins associated with severe early cognitive impairment and microcephaly were in the highest quartile.

Discussion

Elevated blood concentrations of inflammation-related proteins during the first two postnatal weeks were associated, to varying degrees, with the diagnosis of each form of cerebral palsy. No single-day elevation of any inflammation-related protein observed within 3 days of birth was associated with a diagnosis of quadriparesis, diparesis, or hemiparesis in our study.

Subacute/chronic inflammation

Elevated protein concentrations on more than one day were associated with increased risk of CP, but transient elevations were not. These findings suggest that systemic inflammation persisting or recurring over at least two early postnatal weeks is more important than transient elevations of inflammatory proteins. This pattern of stronger associations with persisting or recurring inflammation, rather than with transient inflammation, has been found also for severe early cognitive impairment 6 and microcephaly 7. Although the most likely inference is that recurrent or persistent inflammation is needed to injure the brain, it is also possible that systemic inflammation is a consequence of ongoing brain damage [12Malaeb, 2009 #6612;].

We do not know how much of the persistence of elevated concentrations reflects a long half-life, and how much reflects continued synthesis in response to new or persistent inflammatory stimuli, such as prolonged ventilation 13 or bacteremia 14. Although the half-life of circulating inflammation-associated cytokines is short in adult rabbits and rodents 15, the half-life in preterm human newborns remains unknown 16. In the ELGAN cohort, persistently/recurrently elevated protein concentrations tended to occur on days 7 and 14. This observation is consistent with the notion that postnatal events contribute to risk of CP.

Is inflammation a cause or consequence of CP-related brain damage?

The presence of high concentrations of inflammation-associated proteins in neonates who later develop adverse neurological outcomes might reflect primarily the process of clearing away damaged brain cells 17. Nonetheless, such inflammation-resolution processes can promote feedback-loops between brain damage and the immune system 18, further enhancing the degree of neurological damage 19, which, in turn, can heighten inflammation and perpetuate brain-damaging processes. In this model, perinatal brain damage is an ongoing process and what we measured might actually contribute to damage and the risk of such adverse outcomes as CP.12. Consequently, we take the view that the elevated concentrations of inflammation-related proteins might convey information about both the processes leading to brain damage and the risk of later dysfunctions. Whether or not systemic inflammation actually contributes to brain damage in human newborns remains to be documented although evidence suggests it does in adult humans and rodents 20.

White matter abnormalities found on perinatal cranial ultrasound studies are highly associated with both elevated pro-inflammatory peptides21 and CP22. We do not know when the white matter abnormalities developed in the ELGAN cohort, so we cannot know the relative contribution, if any, of white matter abnormalities and systemic inflammation in the pathogenesis of CP in this cohort.

Why are selected multiple proteins associated with CP risk?

The proteins we have identified also have been associated previously with increased risks of neurological impairments, including stroke, CP, and cognitive impairments 4,23-29. When we evaluated the role of these proteins in predicting CP, we found that risk was related to the number of protein elevations, which became significant when at least four of the circulating proteins were elevated. This observation suggests that the breadth of the inflammatory response, represented by the number of elevated inflammation-related protein concentrations among those we evaluated, is associated with increased risk of brain damage and consequent adverse neurological outcomes, including CP.

Inflammation-related proteins tend to be highly interrelated, with an inflammatory stimulus increasing the expression of hundreds of proteins 30. Indeed, in our sample, the concentrations of most of the 25 proteins we assessed tended to vary with one another 31.

Although a portion of the organ damage that accompanies sepsis is attributed to a “cytokine storm” 32, for the most part our subjects did not have life-threatening sepsis, nor did most children have damage to multiple organs 33. Consequently, explosive, potentially fatal inflammation is probably not a suitable model for what we see. Rather, a slower sub-acute or chronic set of inflammatory processes may be more consistent with our findings. The small number of proteins whose elevated concentrations were most clearly associated with a CP form might reflect the concept that a small subset of inflammation-related proteins is especially relevant to brain damage in extremely preterm newborns 11.

It is also possible that a larger number of proteins would have been found elevated in the ELGAN children if blood sampling was extended beyond two weeks after birth. The two cytokines, IL-6 and TNF-α, are often the primary initiators of inflammatory cascades via NF-κB, in response to environmental cues. Also, IL-8, ICAM-1 and E-selectin are among the earliest secondary responders to inflammatory stimulation e.g. via IL-6 and TNF-α. Elevations of soluble IL-6 and TNF-α receptors show contrasting effects. While solubleTNF-R1 may extend the half-life of TNF-α thus contributing to inflammation, the role of soluble IL-6R in inflammation is more controversial and complex 34.

Postnatal, not prenatal inflammation

In our sample, day-1 elevated concentrations were associated with spontaneous indications for delivery 35, histologic inflammation of the placenta 36, and recovery of organisms from placenta parenchyma 37, suggesting that day-1 elevations reflect prenatal influences. Our finding that early protein elevations appear to be less predictive of CP risk in ELGANs than protein elevations at one and two postnatal weeks suggests that postnatal events contribute appreciably to risk for long-term neurological impairments, while antenatal phenomena contribute considerably less.

Heterogeneity of CP

The stronger association of elevated protein concentrations with hemiparetic and diparetic forms of CP than with quadriparetic CP suggests that the pathophysiology differs among CP forms. This possibility prompted us to distinguish different forms of CP in our analyses 8.

Exposure to higher concentrations of inflammation-associated proteins in ventricular or transependymal CSF might account for the predilection for damage to the periventricular white matter fibers subserving lower extremities seen in diparetics 38. Other mechanisms, involving genetic or epigenetic-associated risks 39,40, might have a stronger role in contributing to the risk in certain forms of CP, such as quadriparesis. The relatively small number of children with hemiparesis limits the inferences that might be drawn about contributory risks.

Our findings imply that the risk of brain damage in extremely preterm infants might be influenced by both the occurrence of inflammation-related illnesses and the severity of the systemic inflammation that accompanies such illnesses 41. For this reason, and because the effects of inflammation on synaptic integrity 42,43, plasticity 43-46, oligodendroglia cell survival 47, and dysregulated apoptosis48 might extend over months to years, the therapeutic window for intervention might also be longer than the immediate postnatal period 49.

Strengths of this study

Our study has several strengths. First, we included a large number of infants. Second, to minimize confounding due to factors related to fetal growth restriction, we recruited infants based on gestational age and not birth weight. Third, we collected our data prospectively. Fourth, attrition in the first two years was modest, with neurological outcomes established in almost 90% of surviving infants. Fifth, examiners at two years were not aware of the medical histories of the children they examined, thereby minimizing “diagnostic suspicion bias”. Sixth, we minimized observer variability in assessments of motor function. Seventh, we used a structured objective algorithm to classify CP subtypes 8. Eighth, our protein data are of high quality, with high content validity 11,35,37.

Limitations of this study

As with all observational studies, we are unable to distinguish between causation and association as explanations for what we found. Second, the small numbers of children with each of the three CP forms, limit the power of our analyses. Third, although we sampled a wide range of inflammation-associated proteins, including specific proteins known to be associated with neurological damage, we did not evaluate all known inflammation-associated proteins. The proteins measured were selected on the basis of their likely involvement in the fetal/neonatal inflammatory response and the accuracy with which they could be measured within linearity ranges using the Meso Scale Discovery multiplex platform.

Conclusion

Extremely preterm newborns who have repeatedly elevated concentrations of a number of inflammation-related proteins in their blood during the first two postnatal weeks are at increased risk of a cerebral palsy diagnosis two years later. This conclusion carries implications for clinical practice, including extending clinical interventions beyond the conventional postnatal period.

Acknowledgments

This study was completed as a cooperative agreement with the National Institute of Neurological Disorders and Stroke (5U01NS040069-05 and 2R01NS040069 - 06A2). The study sponsor participated in the study design, but not in the data collection or data analysis. The authors declare no conflicts of interest. Dr. Karl Kuban had full access to all data in the study and takes responsibility for the integrity of the data and the accuracy of the data analysis.

The authors wish to acknowledge our ELGAN study colleagues:

Boston Children’s Hospital, Boston, Massachusetts

Haim Bassan, Samantha Butler, Adré Duplessis, Cecil Hahn, Catherine Limperopoulos, Omar Khwaja, Janet S. Soul

Baystate Medical Center, Springfield, Massachusetts

Bhavesh Shah, Herbert Gilmore, Susan McQuiston

Beth Israel Deaconess Medical Center, Boston, Massachusetts

Camilia R. Martin

Brigham and Women’s Hospital, Boston, Massachusetts

Linda J. Van Marter, Hidemi Yamamoto

Massachusetts General Hospital, Boston, Massachusetts

Robert M. Insoft, Kalpathy Krishnamoorthy

Floating Hospital for Children at Tufts Medical Center, Boston, Massachusetts

John M. Fiascone, Paige T. Church, Cecilia Keller, Karen J. Miller

U Mass Memorial Health Care, Worcester, Massachusetts

Francis Bednarek, Robin Adair, Richard Bream, Alice Miller, Albert Scheiner, Christy Stine

Yale University School of Medicine, New Haven, Connecticut

Richard Ehrenkranz, Nancy Close, Elaine Romano, Joanne Williams

Wake Forest University Baptist Medical Center and Forsyth Medical Center, Winston-Salem, North Carolina

Deborah Allred, Robert Dillard, Don Goldstein, Deborah Hiatt, Gail Hounshell, Ellen Waldrep, Lisa Washburn, Cherrie D. Welch

University Health Systems of Eastern Carolina, Greenville, North Carolina

Stephen C. Engelke, Sharon Buckwald, Rebecca Helms, Kathyrn Kerkering, Scott S. MacGilvray, Peter Resnik

North Carolina Children’s Hospital, Chapel Hill, North Carolina

Carl Bose, Lisa Bostic, Diane Marshall, Kristi Milowic, Janice Wereszczak

Helen DeVos Children’s Hospital, Grand Rapids, Michigan

Mariel Poortenga, Wendy Burdo-Hartman, Lynn Fagerman, Kim Lohr, Steve Pastyrnak, Dinah Sutton

Sparrow Hospital, Lansing, Michigan

Victoria J. Caine, Nicholas Olomu, Joan Price

Michigan State University, East Lansing, Michigan

Padmani Karna

University of Chicago Medical Center, Chicago, Illinois

Michael D. Schreiber, Leslie Caldarelli, Sunila E. O’Connor, Michael Msall, Susan Plesha-Troyke

William Beaumont Hospital, Royal Oak, Michigan

Daniel Batton, Kara Brooklier, Beth Kring, Melisa J. Oca, Katherine M. Solomon

The authors thank Kara Galer for helping proofread the manuscript and for preparation and assistance in its submission.

Abbreviations

ELGAN

extremely low gestational age newborn

BSID

Bayley Scales of Infant Development

CP

cerebral palsy

IL-1β

interleukin-1β

IL-6

interleukin-6

IL-6R

interleukin-6 receptor

TNF-α

tumor necrosis factor-α

TNF-R1

tumor necrosis factor-α-receptor-1

TNF-R2

tumor necrosis factor-α-receptor-2

IL-8

interleukin-8 (CXCL8)

MCP-1

monocyte chemotactic protein-1 (CCL2)

MCP-4

monocyte chemoattractant protein-4 (CCL13)

MIP-1β

macrophage inflammatory protein-1β (CCL4)

RANTES

regulated upon activation, normal T-cell expressed, and (presumably) secreted (CCL5)

I-TAC

interferon-inducible T cell alpha-chemoattractant (CXCL11)

ICAM-1

intercellular adhesion molecule-1(CD54)

ICAM-3

intercellular adhesion molecule-3 (CD50)

VCAM-1

vascular cell adhesion molecule-1 (CD106)

E-SEL

E-selectin (CD62E)

MMP-1

matrix metalloproteinase-1

MMP-9

matrix metalloproteinase-9

CRP

C-reactive protein

SAA

serum amyloid A

MPO

myeloperoxidase

VEGF

vascular endothelial growth factor

VEGF-R1

vascular endothelial growth factor-receptor-1

VEGF-R2

vascular endothelial growth factor-receptor-2

IGFBP-1

insulin-lIke growth factor binding protein-1

Footnotes

Conflicts of Interest:

The authors declare no conflicts of interest.

References

  • 1.Yoon BH, Romero R, Yang SH, et al. Interleukin-6 concentrations in umbilical cord plasma are elevated in neonates with white matter lesions associated with periventricular leukomalacia. American journal of obstetrics and gynecology. 1996;174(5):1433–1440. doi: 10.1016/s0002-9378(96)70585-9. [DOI] [PubMed] [Google Scholar]
  • 2.Minagawa K, Tsuji Y, Ueda H, et al. Possible correlation between high levels of IL-18 in the cord blood of pre-term infants and neonatal development of periventricular leukomalacia and cerebral palsy. Cytokine. 2002;17(3):164–170. doi: 10.1006/cyto.2001.0988. [DOI] [PubMed] [Google Scholar]
  • 3.Hansen-Pupp I, Harling S, Berg A-C, Cilio C, Hellstrom-Westas L, Ley D. Circulating interferon-gamma and white matter brain damage in preterm infants. Pediatric research. 2005;58(5):946–952. doi: 10.1203/01.PDR.0000182592.76702.E8. [DOI] [PubMed] [Google Scholar]
  • 4.Hansen-Pupp I, Hallin A-L, Hellstrom-Westas L, et al. Inflammation at birth is associated with subnormal development in very preterm infants. Pediatric research. 2008;64(2):183–188. doi: 10.1203/PDR.0b013e318176144d. [DOI] [PubMed] [Google Scholar]
  • 5.Kaukola T, Satyaraj E, Patel DD, et al. Cerebral palsy is characterized by protein mediators in cord serum. Annals of neurology. 2004 Feb;55(2):186–194. doi: 10.1002/ana.10809. [DOI] [PubMed] [Google Scholar]
  • 6.O’Shea TM, Allred EN, Kuban KC, et al. Elevated concentrations of inflammation-related proteins in postnatal blood predict severe developmental delay at 2 years of age in extremely preterm infants. The Journal of pediatrics. 2012 Mar;160(3):395–401 e394. doi: 10.1016/j.jpeds.2011.08.069. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 7.Leviton A, Kuban KC, Allred EN, et al. Early postnatal blood concentrations of inflammation-related proteins and microcephaly two years later in infants born before the 28th post-menstrual week. Early human development. 2011 May;87(5):325–330. doi: 10.1016/j.earlhumdev.2011.01.043. [DOI] [PubMed] [Google Scholar]
  • 8.Kuban KC, Allred EN, O’Shea M, Paneth N, Pagano M, Leviton A. An Algorithm for Identifying and Classifying Cerebral Palsy in Young Children. The Journal of pediatrics. 2008 Oct;153(4):466–472 e461. doi: 10.1016/j.jpeds.2008.04.013. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 9.Leviton A, Allred EN, Kuban KC, et al. Microbiologic and histologic characteristics of the extremely preterm infant’s placenta predict white matter damage and later cerebral palsy. the ELGAN study. Pediatric research. 2010 Jan;67(1):95–101. doi: 10.1203/PDR.0b013e3181bf5fab. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 10.McElrath TF, Allred EN, Boggess KA, et al. Maternal antenatal complications and the risk of neonatal cerebral white matter damage and later cerebral palsy in children born at an extremely low gestational age. American journal of epidemiology. 2009 Oct 1;170(7):819–828. doi: 10.1093/aje/kwp206. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 11.Leviton A, Fichorova R, Yamamoto Y, et al. Inflammation-related proteins in the blood of extremely low gestational age newborns. The contribution of inflammation to the appearance of developmental regulation. Cytokine. 2011 Jan;53(1):66–73. doi: 10.1016/j.cyto.2010.09.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 12.Malaeb S, Dammann O. Fetal inflammatory response and brain injury in the preterm newborn. Journal of child neurology. 2009;24(9):1119–1126. doi: 10.1177/0883073809338066. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 13.Bose CL, Laughon MM, Allred EN, et al. Systemic inflammation associated with mechanical ventilation among extremely preterm infants. Cytokine. 2013 Jan;61(1):315–322. doi: 10.1016/j.cyto.2012.10.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 14.Leviton A, O’Shea TM, Bednarek FJ, et al. Systemic responses of preterm newborns with presumed or documented bacteraemia. Acta paediatrica. 2012 Apr;101(4):355–359. doi: 10.1111/j.1651-2227.2011.02527.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 15.Klapproth J, Castell J, Geiger T, Andus T, Heinrich PC. Fate and biological action of human recombinant interleukin 1 beta in the rat in vivo. European journal of immunology. 1989 Aug;19(8):1485–1490. doi: 10.1002/eji.1830190821. [DOI] [PubMed] [Google Scholar]
  • 16.Leviton A, Hecht JL, Allred EN, et al. Persistence after birth of systemic inflammation associated with umbilical cord inflammation. Journal of reproductive immunology. 2011 Aug;90(2):235–243. doi: 10.1016/j.jri.2011.03.009. [DOI] [PubMed] [Google Scholar]
  • 17.Kono H, Rock KL. How dying cells alert the immune system to danger. Nature reviews. Immunology. 2008 Apr;8(4):279–289. doi: 10.1038/nri2215. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 18.Matzinger P. The danger model: a renewed sense of self. Science. 2002 Apr 12;296(5566):301–305. doi: 10.1126/science.1071059. [DOI] [PubMed] [Google Scholar]
  • 19.Leviton A, Dammann O, Durum S. The adaptive immune response in neonatal cerebral white matter damage. Annals of neurology. 2005 Dec;58(6):821–828. doi: 10.1002/ana.20662. [DOI] [PubMed] [Google Scholar]
  • 20.Helmy A, De Simoni MG, Guilfoyle MR, Carpenter KL, Hutchinson PJ. Cytokines and innate inflammation in the pathogenesis of human traumatic brain injury. Progress in neurobiology. 2011 Nov;95(3):352–372. doi: 10.1016/j.pneurobio.2011.09.003. [DOI] [PubMed] [Google Scholar]
  • 21.Leviton A, Kuban K, O’Shea TM, et al. The relationship between early concentrations of 25 blood proteins and cerebral white matter injury in preterm newborns: the ELGAN study. The Journal of pediatrics. 2011 Jun;158(6):897-903 e891–895. doi: 10.1016/j.jpeds.2010.11.059. [DOI] [PubMed] [Google Scholar]
  • 22.Kuban K, Allred EN, O’Shea TM, Paneth N, Pagano M, Dammann O, Leviton A, Du Plessis A, Westra SJ, Miller CR, Bassan H, Krishnamoorthy K, Junewick J, Olomu N, Romano E, Seibert J, Engelke S, Karna P, Batton D, O’Connor SE, Keller CE, ELGAN study investigators Cranial Ultrasound Lesions in the NICU Predict Cerebral Palsy at Age 2 Years in Children Who Were Born at Extremely Low Gestational Age. Journal of child neurology. 2009;24:63–72. doi: 10.1177/0883073808321048. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 23.Nelson KB, Dambrosia JM, Grether JK, Phillips TM. Neonatal cytokines and coagulation factors in children with cerebral palsy. Annals of neurology. 1998;44(4):665–675. doi: 10.1002/ana.410440413. [DOI] [PubMed] [Google Scholar]
  • 24.Kalman J, Juhasz A, Laird G, et al. Serum interleukin-6 levels correlate with the severity of dementia in Down syndrome and in Alzheimer’s disease. Acta Neurologica Scandinavica. 1997;96(4):236–240. doi: 10.1111/j.1600-0404.1997.tb00275.x. [DOI] [PubMed] [Google Scholar]
  • 25.Rafnsson SB, Deary IJ, Smith FB, et al. Cognitive decline and markers of inflammation and hemostasis: the Edinburgh Artery Study. J Am Geriatr Soc. 2007 May;55(5):700–707. doi: 10.1111/j.1532-5415.2007.01158.x. [DOI] [PubMed] [Google Scholar]
  • 26.Baune BT, Wiede F, Braun A, Golledge J, Arolt V, Koerner H. Cognitive dysfunction in mice deficient for TNF- and its receptors. Am J Med Genet B Neuropsychiatr Genet. 2008;147B(7):1056–1064. doi: 10.1002/ajmg.b.30712. [DOI] [PubMed] [Google Scholar]
  • 27.Wang JY, Zhou DH, Li J, et al. Association of soluble intercellular adhesion molecule 1 with neurological deterioration of ischemic stroke: The Chongqing Stroke Study. Cerebrovascular diseases. 2006;21(1-2):67–73. doi: 10.1159/000090005. [DOI] [PubMed] [Google Scholar]
  • 28.Kuo HK, Yen CJ, Chang CH, Kuo CK, Chen JH, Sorond F. Relation of C-reactive protein to stroke, cognitive disorders, and depression in the general population: systematic review and meta-analysis. Lancet neurology. 2005 Jun;4(6):371–380. doi: 10.1016/S1474-4422(05)70099-5. [DOI] [PubMed] [Google Scholar]
  • 29.Steinman L. Inflammatory cytokines at the summits of pathological signal cascades in brain diseases. Science signaling. 2013;6(258):pe3. doi: 10.1126/scisignal.2003898. [DOI] [PubMed] [Google Scholar]
  • 30.Zak DE, Aderem A. Systems biology of innate immunity. Immunological reviews. 2009 Jan;227(1):264–282. doi: 10.1111/j.1600-065X.2008.00721.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 31.Leviton A, Allred EN, Yamamoto H, Fichorova RN, Investigators ES Relationships among the concentrations of 25 inflammation-associated proteins during the first postnatal weeks in the blood of infants born before the 28th week of gestation. Cytokine. 2012 Jan;57(1):182–190. doi: 10.1016/j.cyto.2011.11.004. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 32.D’Elia RV, Harrison K, Oyston PC, Lukaszewski RA, Clark GC. Targeting the “Cytokine Storm” for therapeutic benefit. Clinical and vaccine immunology : CVI. 2013 Jan 2; doi: 10.1128/CVI.00636-12. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 33.Leviton A, Dammann O, Engelke S, et al. The clustering of disorders in infants born before the 28th week of gestation. Acta paediatrica. 2010 Dec;99(12):1795–1800. doi: 10.1111/j.1651-2227.2010.01973.x. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 34.Rose-John S. IL-6 trans-signaling via the soluble IL-6 receptor: importance for the pro-inflammatory activities of IL-6. International journal of biological sciences. 2012;8(9):1237–1247. doi: 10.7150/ijbs.4989. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 35.McElrath TF, Fichorova RN, Allred EN, et al. Blood protein profiles of infants born before 28 weeks differ by pregnancy complication. American journal of obstetrics and gynecology. 2011 May;204(5):418 e411–418 e412. doi: 10.1016/j.ajog.2010.12.010. [DOI] [PubMed] [Google Scholar]
  • 36.Hecht JL, Fichorova RN, Yamamoto H, Tang V, Allred EN, Leviton A. The relationship of acute phase reactant profiles and placenta histologic characteristics in ELGAN. Pediatric research. 2010 doi: 10.1203/PDR.0b013e3181fed334. In Press. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 37.Fichorova RN, Onderdonk AB, Yamamoto H, et al. Maternal microbe-specific modulation of inflammatory response in extremely low-gestational-age newborns. mBio. 2011;2(1):e00280–00210. doi: 10.1128/mBio.00280-10. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 38.Adler I, Batton D, Betz B, et al. Mechanisms of injury to white matter adjacent to a large intraventricular hemorrhage in the preterm brain. Journal of clinical ultrasound : JCU. 2010 Jun;38(5):254–258. doi: 10.1002/jcu.20683. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 39.Kapitanovic Vidak H, Catela Ivkovic T, Jokic M, Spaventi R, Kapitanovic S. The association between proinflammatory cytokine polymorphisms and cerebral palsy in very preterm infants. Cytokine. 2012 Apr;58(1):57–64. doi: 10.1016/j.cyto.2011.12.018. [DOI] [PubMed] [Google Scholar]
  • 40.Dammann O, O’Shea TM. Cytokines and perinatal brain damage. Clinics in Perinatology. 2008;35(4):643–663. doi: 10.1016/j.clp.2008.07.011. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 41.O’Shea TM, Shah B, Allred EN, et al. Inflammation-initiating illnesses, inflammation-related proteins, and cognitive impairment in extremely preterm infants. Brain, behavior, and immunity. 2013 Jan 4;29:104–112. doi: 10.1016/j.bbi.2012.12.012. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 42.Stiles J. Neural plasticity and cognitive development. Dev Neuropsychol. 2000;18(2):237–272. doi: 10.1207/S15326942DN1802_5. [DOI] [PubMed] [Google Scholar]
  • 43.Johnston MV. Plasticity in the developing brain: implications for rehabilitation. Dev Disabil Res Rev. 2009;15(2):94–101. doi: 10.1002/ddrr.64. [DOI] [PubMed] [Google Scholar]
  • 44.Schneider H, Pitossi F, Balschun D, Wagner A, del Rey A, Besedovsky HO. A neuromodulatory role of interleukin-1beta in the hippocampus. Proc Natl Acad Sci U S A. 1998 Jun 23;95(13):7778–7783. doi: 10.1073/pnas.95.13.7778. [DOI] [PMC free article] [PubMed] [Google Scholar]
  • 45.Kawabe K, Iwasaki T, Ichitani Y. Repeated treatment with N-methyl-d-aspartate antagonists in neonatal, but not adult, rats causes long-term deficits of radial-arm maze learning. Brain research. 2007 Sep 12;1169:77–86. doi: 10.1016/j.brainres.2007.06.062. [DOI] [PubMed] [Google Scholar]
  • 46.Bellinger FP, Wilce PA, Bedi KS, Wilson P. Long-lasting synaptic modification in the rat hippocampus resulting from NMDA receptor blockade during development. Synapse. 2002 Feb;43(2):95–101. doi: 10.1002/syn.10020. [DOI] [PubMed] [Google Scholar]
  • 47.Deng W. Neurobiology of injury to the developing brain. Nature reviews. Neurology. 2010 Jun;6(6):328–336. doi: 10.1038/nrneurol.2010.53. [DOI] [PubMed] [Google Scholar]
  • 48.Grimsley C, Ravichandran KS. Cues for apoptotic cell engulfment: eat-me, don’t eat-me and come-get-me signals. Trends Cell Biol. 2003 Dec;13(12):648–656. doi: 10.1016/j.tcb.2003.10.004. [DOI] [PubMed] [Google Scholar]
  • 49.Fleiss B, Gressens P. Tertiary mechanisms of brain damage: a new hope for treatment of cerebral palsy? Lancet neurology. 2012 Jun;11(6):556–566. doi: 10.1016/S1474-4422(12)70058-3. [DOI] [PubMed] [Google Scholar]

RESOURCES