Abstract
Preterm birth is an important cause of perinatal brain injury (PBI). Neurological injury in extremely preterm infants often begins in utero with chorioamnionitis (CHORIO) or inflammation/infection of the placenta and concomitant placental insufficiency. Studies in humans have shown dysregulated inflammatory signaling throughout the placental-fetal-brain axis and altered peripheral immune responses in children born preterm with cerebral palsy (CP). We hypothesized that peripheral immune responses would be altered in our well-established rat model of CP. Specifically, we proposed that isolated peripheral blood mononuclear cells (PBMCs) would be hyper-responsive to a second hit of inflammation throughout an extended postnatal time course. Pregnant Sprague Dawley dams underwent a laparotomy on embryonic day 18 (E18) with occlusion of the uterine arteries (60 minutes) followed by intra-amniotic injection of lipopolysaccharide (LPS, 4ug/sac) to induce injury in utero. Shams underwent laparotomy only with equivalent duration of anesthesia. Laparotomies were then closed, and the rat pups born at E22. PBMCs were isolated from pups on postnatal day 7 (P7) and P21, and subsequently stimulated in vitro with LPS for 3 or 24 hours. A secreted inflammatory profile analysis of conditioned media was performed using multiplex electrochemiluminescent immunoassays, and the composition of inflammatory cells was assayed with flow cytometry. Results indicate that CHORIO PBMCs challenged with LPS are hyper-reactive and secrete significantly more tumor necrosis factor alpha (TNFα) and C-X-C chemokine ligand 1 (CXCL1) at P7. Flow cytometry confirmed increased intracellular TNFα in CHORIO pups at P7 following LPS stimulation, in addition to increased numbers of CD11b/c immunopositive myeloid cells. Notably, TNFα secretion was sustained through P21, with increased IL-6, concomitant with increased expression of integrin β1, which both suggests sustained peripheral immune hyper-reactivity (SPIHR) and a heightened activation state. Taken together, these data indicate that in utero injury primes the immune system and augments enhanced inflammatory signaling. The insidious effects of primed peripheral immune cells may compound PBI secondary to CHORIO and/or placental insufficiency, and render the brain susceptible to future chronic neurological disease. Further understanding of inflammatory mechanisms in PBI may yield clinically important biomarkers and facilitate individualized repair strategies and treatments.
Keywords: preterm, tumor necrosis factor alpha (TNFα), immune reactivity, placenta, PBMC, CXCL1
INTRODUCTION
In the United States and worldwide, prematurity is a major cause of infant mortality and long-term disability in children.[1] Survivors of very preterm birth have numerous neurological disorders and cognitive impairment, including cerebral palsy (CP), epilepsy, intellectual disability, impaired sensory processing, and attentional disorders.[2–4] Epidemiological, clinical and preclinical studies support a placental-fetal-brain axis in neurological development, with alterations or disruptions in this axis leading to brain injury.[2,5–7] Chorioamnionitis (CHORIO) is the most common abnormality found in placentas from very preterm infants, and is a principle cause of preterm birth.[8–11] Defined by inflammation and hypoxia-ischemia (HI), CHORIO disrupts the maternal-placental interface and directly impacts the fetal microenvironment.[12,13] It is well established that injuries during these critical periods of development have long-term effects on growth, metabolism, cognitive function, motor performance and inflammatory response.[5,6,12,14–16]
Changes in the intrauterine microenvironment, and subsequent fetal and neonatal events, impact development and lifelong susceptibility to illness. Indeed, environmental stressors can negatively affect the development of fundamental physiological processes, including those of the immune and central nervous systems (CNS). CHORIO is a significant risk factor for CP in term, near-term, and preterm infants.[8,17–22] Perinatal inflammatory responses have been implicated in the pathophysiology of CP.[14,23,24] A fetal inflammatory response syndrome (FIRS), the fetal equivalent of systemic inflammatory response syndrome (SIRS), is frequently present in neonates delivered as a result of spontaneous preterm labor secondary to CHORIO.[25–28] Like the CNS, the fetal immune system develops and matures over the course of gestation.[26] Similar to neural cells, fetal and neonatal leukocytes are uniquely responsive to their environment.[26,29] Indeed, delineation of leukocyte responses following injury may serve as important clinical and scientific biomarkers. Minimizing the impact of perinatal brain injury (PBI) from preterm birth is dependent on successful identification of critical pathways essential to the developmental programs amongst neural-immune cells in placental-fetal brain axis.[30] While the interactions between innate and adaptive immune responses following PBI are relatively unknown, studies in humans have shown that preterm children with CP have altered inflammatory responses at school age.[14] Specifically, peripheral blood mononuclear cells (PBMCs) from children with CP are hyper-responsive to lipopolysaccharide (LPS) stimulation compared to age-matched typically developing preterm controls. Previously, we have found a robust FIRS in our rat model of CP secondary to placental inflammation and insufficiency, along with lasting cognitive and motor impairment, and significant alterations in the placental-fetal-brain axis.[25,31–33] Thus, given that developmental plasticity is altered by perinatal injury and may have long-term effects on the inflammatory responses of circulating leukocytes, we hypothesized that peripheral immune responses would be altered through a prolonged period of development in our rat model of CP.
MATERIALS & METHODS
Animals
All procedures were performed consistent with National Research Council guidelines, and with the approval of the Institutional Animal Care and Use Committee (IACUC) at the University of New Mexico Health Sciences Center. ARRIVE guidelines were followed.[34]
Prenatal Insult
Pregnant Sprague Dawley rat dams underwent abdominal laparotomy on embryonic day 18 (E18), consistent with previous reports.[25,31–33,35–38] To induce prenatal injury similar to CHORIO, bilateral uterine arteries were transiently occluded for 60 minutes to induce placental insufficiency followed by an intra-amniotic injection of lipopolysaccharide (LPS 0111:B4, 4ug/sac; Sigma-Aldrich, St. Louis, MO, USA) as previously published.[25,30–33] Laparotomies were closed, and the rat pups born at term on embryonic day 22 (E22). Sham dams underwent laparotomy with equivalent exposure to anesthesia. Male and female pups were used and randomly assigned to all outcome measures and represent the offspring from at least 4 different dams per condition. Previously, we published the placental pathology with robust neutrophilia and cytokine levels consistent with a histological CHORIO, FIRS, neuroinflammatory responses, as well as MRI outcome and the long-term cognitive and motor functional abnormalities in this model.[25,31–33]
Peripheral Blood Mononuclear Cell (PBMC) Isolation
PBMCs from sham or CHORIO pups were isolated on postnatal day 7 (P7) and P21 using a Ficoll gradient separation.[14] Specifically, venous blood was collected from the right atrium in pyrogen-free, heparinized, K2 EDTA vacutainer tubes (BD Vacutainer, Franklin Lakes, NJ, USA). Blood was pooled from P7 pups but not in P21 pups. Two milliliters of blood, plus 2mL Roswell Park Memorial Institute (RPMI) 1640 media (Gibco, Waltham, MA, USA), was then added to a 15mL conical tube with mixing by inversion. The blood mixture was layered on 3mL of well-mixed Ficoll-Paque Plus 1,084 (GE Healthcare, Chicago, IL, USA) media and centrifuged at 400g for 30 minutes at room temperature with the centrifuge break in the off position. Using a sterile pipette, the upper layer containing plasma and platelets was drawn off leaving the mononuclear cell layer undisturbed at the interface. Mononuclear cells were then transferred to a sterile centrifuge tube using a sterile pipette, and 3 volumes (~6 mL) RPMI media added. Cells were suspended by gently drawing them in and out of a pipette and then centrifuged at 400g for 10 minutes at room temperature with the centrifuge break on. Subsequently, supernatant was removed, and the cells were resuspended in 6 mL RPMI media. After an additional round of centrifugation as described above, supernatant was discarded, and the cell pellet resuspended in 6–8 mL RPMI media and prepared for plating.
PBMC Treatment with Lipopolysaccharide (LPS)
PBMCs at P7 or P21 were plated in 3.5 cm culture dishes at a density of 2×106 cells per dish (1× 106 cells/mL, 2 mL each). PBMCs were then stimulated without or with LPS (10 ng/mL, 50 ng/mL, or 100 ng/mL) for 3h or 24h, and the supernatants were collected consistent with prior reports.[14,39] Each experimental condition was performed in triplicate. Notably, treatment of PBMCs from both CHORIO and sham pups with differing doses of LPS yielded a dose response of TNFα secretion (Fig. 1). Given the robustness of the response, and consistent with previous reports, 100ng/mL of LPS was used for all subsequent experiments.[40–42]
Figure 1: LPS induces dose-responsive increases in TNFα.
Peripheral blood mononuclear cells (PBMCs) isolated from postnatal day (P) 21 pups were stimulated with control (media) or LPS (10ng, 50ng, or 100ng/ml) for 24h in sham (A) and CHORIO (B) pups. (*p<0.05, **p<0.01, ***p<0.001)
Multiplex Electrochemiluminescent Immunoassay (MECI)
A secreted cytokine and chemokine profile analysis was performed on supernatants from cultured PBMCs (n=6–7/group) using a V-plex rat pro-inflammatory panel for TNFα, interleukin 1β (IL-1β), C-X-C chemokine Ligand 1 (CXCL1) and IL-6 (MesoScale Discovery, Gaithersburg, MD, USA). Specifically, conditioned media was loaded (diluted 1:4) in duplicate on a 96 well plate consistent with manufacturer’s specification and numerous prior preclinical and clinical studies.[25,43–48]. Plates were read on a Quickplex SQ 120 Imager. This system has high content validity and inter-assay variations less than 12% in our laboratory.
Flow Cytometry (FC)
PBMCs from CHORIO and sham groups were isolated and plated as described above. All antibodies were purchased from Thermo Fisher Scientific-eBioscience (Waltham, MA, USA) and were used at 0.125–0.5 μg per 1×106 cells, as recommended by the manufacturer. Four pups per condition (sham or CHORIO) were used for each experiment, resulting in a total of 8 pups at P7 and 8 pups at P21. Cells for each condition were plated in two replicate wells. Cells from one of the replicate wells were used for surface staining of CD45 (common leukocyte marker), CD11b/c (integrin α-M, pan marker for myeloid cells), MHC2 (immune activation marker), ED2-like antigen (rat macrophage marker, HIS36) and CD29 (integrin β1). Cells from other replicate wells were used for surface staining of CD45 and CD11b/c followed by intracellular staining for the cytokine TNFα. Cells that were assayed for intracellular cytokine detection were treated with a 2ul/ml protein transport inhibitor cocktail (containing brefildin A and monensin, from Thermo Fisher Scientific-eBioscience, Waltham, MA, USA) that was added simultaneously with media or LPS at the beginning of the cultures. The protein transport inhibitor cocktail inhibits the intracellular protein secretory/transport pathway resulting in the accumulation of secreted proteins/cytokines in the lumen of the endoplasmic reticulum and in the Golgi apparatus which can be detected by intracellular staining and flow cytometric analysis.[49]
Staining for surface antigens and intracellular cytokines was conducted as described in Noor et al., 2017.[32,50] Briefly, following 24h of stimulation with LPS or media, cells were transferred into separate FACS tubes (BD Falcon™, Franklin Lakes, NJ, USA) and pelleted by centrifugation at 300 ×g for 10 min at 4°C, with the supernatant discarded. Cells were then resuspended in 1xPBS (without calcium and magnesium; Sigma-Aldrich, St. Louis, MO, USA) and stained with Viability Dye eFluor® 450 (Thermo Fisher Scientific-eBioscience, Waltham, MA, USA) for 30 min, washed with FACS buffer (1xPBS containing 1.0% bovine serum albumin, and 1mM EDTA). Cells were then incubated with a saturating solution of Fc block (BD Biosciences, San Jose, CA, USA) for 10 min followed by staining with fluorochrome-conjugated antibodies against surface antigen or appropriate isotype controls for 30 min. All of these steps were conducted in the dark on ice. Following surface antibody staining, cells were washed and resuspended in 250μl FACS buffer and then passed through a 40μm cell strainer immediately prior to analysis to avoid cell clumping.
For intracellular staining of TNFα, cells were washed with PBS and stained with viability dye and surface markers (CD45 and CD11b/c), as described above. Cells were then fixed with 4% PFA (Sigma-Aldrich, St. Louis, MO, USA) for 20 min at room temperature, washed with FACS buffer and permeabilized with 0.3% saponin (Sigma-Aldrich, St. Louis, MO, USA) in FACs buffer followed by incubation with anti-rat TNFα for 40 min on ice in the dark. Cells were then washed in saponin-FACs buffer and resuspended in FACS buffer and proceeded to flow cytometer data acquisition, as described previously.[32,50]
For flow cytometry analysis at P7, Ultra Comp ebeads (Thermo Fisher Scientific-eBioscience, Waltham, MA, USA) were used for generating compensation controls and for P21 flow cytometry, blood leukocytes with single fluorochrome stains were used for compensation controls. For P21 flow cytometry analysis, viability dye was not included; live cells were identified by their size and granularity. Data were acquired using the BD LSR Fortessa cell analyzer (BD Biosciences, San Jose, CA, USA) and analyzed using FlowJo software v.8.7.4 (FlowJo LLC, Ashland, OR, USA). Cells were gated first on size and granularity (FSC vs SSC), followed by gating on single cells (SSC-A vs SSC-H and FSC-A vs FSC-H). Viable (verified by viability dye staining) and CD45-positive cells were identified, as described before.[43,50] To identify myeloid cells, only CD45+ cells were analyzed for CD11b/c positive expression. CD45+CD11b/c+ cells were then further analyzed for MHC2, ED2-like antigen, CD29 or TNFα expression. Median fluorescent intensities (MFI) were measured.
Statistical Analyses
Data are represented as mean ± the standard error of the mean (SEM). Parametric statistical differences between two groups were compared with Student’s t-test, and between three groups with a one-way ANOVA with Tukey post-hoc correction. p<0.05 was considered statistically significant.
RESULTS
In Utero insult yields altered inflammatory responses at P7
Beginning on P7, we isolated PBMCs from pups exposed to sham conditions or in utero CHORIO insult. The levels of TNFα in the supernatant of non-stimulated PBMCs from sham and CHORIO pups were comparable after 3h (0.22±0.7 vs.0.30±0.06 pg/mL, respectively), although a baseline difference in the levels of IL-6 were detected with CHORIO PBMCs secreting 2.6-fold more IL-6 than sham PBMCs at 3h (p<0.001). LPS stimulation of the PBMCs resulted in significant increases of TNFα in the supernatants of both groups (sham: 0.22±0.7 vs. 11.02±0.7 pg/mL; CHORIO: 0.30±0.06 vs. 26.66±6.8 pg/mL, p<0.001 for both). However, CHORIO PBMCs had significantly higher levels of secreted TNFα in response to LPS stimulation than PBMCs from sham pups (Fig. 2A), as well as significantly increased CXCL1 secretion (Fig. 2B). No additional changes in IL-6 levels were observed with LPS challenge. These increased responses compared to sham demonstrates enhanced immune reactivity. This pattern held at 24h of LPS stimulation, with CHORIO PBMCs continuing to secrete more TNFα and CXCL1 compared to sham stimulated PBMCs (Fig. 2C–2D), but not more IL-6 (114 pg/mL vs. 91 pg/mL, p>0.05). Interestingly, by 24h, the levels of TNFα in the supernatant of non-stimulated PBMCs from sham and CHORIO pups were significantly different. In this non-stimulated condition, TNFα secretion was increased by 84% in CHORIO pups compared to sham controls (Fig. 2E, p<0.05). Furthermore, flow cytometry analyses confirmed increased intracellular TNFα in CHORIO PBMCs compared to sham PBMCs (Fig. 2F–2G). Together, these data indicate that PBMCs from CHORIO pups are hyper-reactive in response to a second LPS stimulus during the first postnatal week.
Figure 2: CHORIO peripheral blood mononuclear cells (PBMCs) are primed and augment pro-inflammatory cytokine secretion following LPS stimulation.
PBMCs were isolated from postnatal day (P) P7 sham or CHORIO pups and stimulated with control (+media) or LPS (+LPS) for 3 (A-B) or 24h (C-G). Secreted levels of TNFα (A) and CXCL1 (B) were significantly increased in CHORIO PBMCs challenged with LPS compared to sham control PBMC. At 24h, CHORIO PBMCs also secreted more TNFα (C) and CXCL1 (D) compared to sham PBMCs in response to LPS challenge. Notably, CHORIO PBMCs secreted more TNFα in the absence of LPS challenge and at baseline compared to sham cells (E). Flow Cytometry confirmed increased intracellular TNFα in LPS stimulated CHORIO PBMCs (F-G). (*p<0.05, **p<0.01).
To test whether differences in cytokine secretion and PBMC hyper-reactivity were a result of fundamental changes in white blood cell populations after CHORIO, we performed FC for common cell-surface, cell-specific markers. At baseline and without LPS stimulation, CHORIO PBMCs were defined by significantly higher percentages of CD11b/c (Fig. 3A) and ED-2/CD163 (Fig. 3B) expressing cells, indicating increased numbers of circulating myeloid and mature macrophages at P7 in CHORIO pups compared to sham. However, there were no differences at baseline in integrin β1, a marker of activation (Fig. 3C). Interestingly, LPS stimulation sustained the increase in CD11b/c-positive cells in CHORIO pups compared to sham (Fig. 3D). This alteration, however, occurred in the absence of any difference in MHC2 expression (Fig. 3E) or integrin β1 (Fig. 3F). Taken together, these data show CHORIO changes the population of white blood cells and that a secondary hit of LPS sustains the number of myeloid cells when compared to non-stimulated LPS controls.
Figure 3: CHORIO increases circulating myeloid cells.
Peripheral blood mononuclear cells (PBMCs) isolated from postnatal day (P) 7 pups were stimulated with control (media) or LPS (100ng/ml) for 24h. Flow cytometry analysis was used to identify the proportions of myeloid cells and their activation levels. Notably, proportions of viable (identified by size, granularity and viability dye staining) myeloid (CD45+CD11b/c+) cells were increased in the PBMC of CHORIO pups compared to sham controls at baseline (A). Similarly, the proportion of cells showing positive expression for the mature macrophage marker (ED2/CD163-like antigen) among viable myeloid cells even without LPS stimulation was also increased in CHORIO pups compared to sham controls (B). When viable myeloid cells at baseline were further analyzed for the adhesion molecule integrin β1, however, there were no differences in expression (MFI), indicative of equivalent activation (C). With LPS challenge, proportions of CD11b/c-positive cells remained increased compared to sham PBMCs stimulated with LPS (D). However, no differences in median fluorescent intensities for MHC2 (E) or integrin β1 were observed (F). (**p<0.01)
In utero insult yields sustained changes in inflammatory responses at P21
After establishing changes in peripheral inflammatory reactivity at P7, or 2 weeks following in utero insult, we determined whether changes in immune cell reactivity and response were sustained. Thus, we assessed PBMCs for secretion of pro-inflammatory cytokines and chemokines at P21, 4 weeks following CHORIO, equivalent to toddlerage in humans. Similar to what was observed at P7, sham and CHORIO PBMCs secreted similar levels of TNFα in the absence of LPS (0.14±0.07 vs. 0.16±0.12). Additionally, both sham and CHORIO cells responded to LPS by increasing TNFα (sham: 0.14±0.07 vs. 10.44±2.3 pg/mL TNFα; CHORIO: 0.16±0.12 vs. 23.32±3.8, p<0.001 for both). Notably, in the presence of LPS for 3h, PBMCs from P21 CHORIO rats hyper-secreted TNFα, and IL-6, compared to sham PBMCs but not CXCL1 (Fig. 4A–C). This effect was also observed when the PBMCs were stimulated with LPS for 24h (Fig. 4D–F). Interestingly, by 24h, the levels of TNFα in the supernatant of non-stimulated PBMCs from sham and CHORIO pups were also significantly different (0.16±0.07 vs. 0.99±0.13, p<0.001, Fig. 4G), confirming a long-term change in PBMC secretion of TNFα and immune reactivity even at baseline. Flow cytometry performed on P21 cells corroborated a trend to increased intracellular TNFα (Fig. 4H, p=0.06). These data indicate persistent peripheral hyperimmune reactivity following CHORIO, and in response to LPS stimulation.
Figure 4: CHORIO-induced hyperactivation of peripheral blood mononuclear cells (PBMCs) is sustained through postnatal day (P) 21.
PBMCs were isolated from P21 sham or CHORIO pups and stimulated with control (+media) or LPS (+LPS) for 3h (A-C) or 24h (D-H). Secreted levels of TNFα (A), and IL-6 (C) were significantly increased in CHORIO PBMCs challenged with LPS compared to sham control PBMCs, whereas levels of CXCL1 remained unchanged. At 24h, CHORIO PBMCs also secreted more TNFα (D) and IL-6 (F) compared to sham PBMCs in response to LPS challenge. CHORIO P21 PBMCs secreted more TNFα in the absence of LPS challenge and at baseline compared to sham cells (G). Flow cytometry confirmed increased intracellular TNFα in LPS stimulated CHORIO PBMCs (H). (*p<0.05, ***p<0.001)
Next, we examined whether PBMC hyper-reactivity was associated with changes in immune cell markers using FC with surface antigen staining. Interestingly, despite changes in pro-inflammatory secretion, we found similar levels of CD11b/c cells in CHORIO and sham cells treated with LPS (Fig. 5A), as well as equivalent expression of MHC2 (Fig. 5B). However, integrin β1 (CD29) was significantly elevated on LPS-stimulated CHORIO PBMCs compared to Sham-stimulated cells, consistent with an increased activation state (Fig. 5C). Notably, baseline levels of integrin β1 at P21 were equivalent in sham and CHORIO cells (Fig. 5D).
Figure 5: CHORIO-induced hyperactivation of myeloid cells continues at least until postnatal day (P) 21.
Flow cytometry analysis of peripheral blood mononuclear cells (PBMCs) isolated from P21 pups revealed the proportions of viable myeloid (CD45+CD11b/c+) cells in PBMCs from sham and CHORIO pups following LPS stimulation are equivalent (A), with similar MHC2 mean fluorescent intensities (B). However, when viable myeloid cells from LPS stimulated groups were further analyzed for the adhesion molecule, integrin β1, CHORIO cells challenged with LPS had significantly increased expression (MFI) compared to sham cells challenged with LPS indicative of enhanced activation (C). Levels of Integrin β1, and thus activation, are similar between sham and CHORIO cells at baseline (D). (*p<0.05)
DISCUSSION
Preterm infants exposed to intrauterine inflammation are at an increased risk of neurodevelopmental disorders, and adverse outcomes are more strongly associated with a combination of antenatal and postnatal inflammation than either circumstance alone.[51] In this report, we provide the first evidence that levels of TNFα, CXCL1 and IL-6 released from LPS-stimulated PBMCs are significantly higher in term-equivalent P7 and toddler-equivalent P21 rats exposed to prenatal placental inflammation and insufficiency concomitant with acute changes in inflammatory cell composition and enduring alteration in their systemic inflammatory response. Together, these data suggest that rats with in utero injury have sustained peripheral immune hyper-reactivity (SPIHR). These data corroborate reports from former preterm children with CP[14] and our own prior reports of elevated serum pro-inflammatory cytokines, enhanced inflammatory signal transduction through the maternal-placental fetal axis and CP-like motor phenotypes in this model.[25,32] Indeed, immune plasticity altered by in utero insults may have long-term effects on the inflammatory responses of circulating leukocytes, which may serve as a biomarker of persistent or prior neuroinflammation and brain injury.[52,53] Notably, preterm newborns that have elevated levels of biomarkers of systemic inflammation on two occasions one week apart are at a higher risk of brain injury and impaired neurodevelopment.[47,48,51,54] Thus, the insidious effects of primed peripheral immune cells may compound PBI secondary to CHORIO and increase susceptibility to future chronic onset neurological diseases.
The mechanisms for how remote maternal infections or CHORIO facilitate PBI are unknown. Numerous studies have reported that higher levels of pro-inflammatory cytokines such as TNFα in amniotic fluid, plasma and umbilical cord blood are associated with CP in children who were born preterm.[14,55–59] Circulating proinflammatory cytokines might directly induce damage.[56] Similarly, immune cells can also be directly involved in injury.[60–62] The immature brain expresses CXC chemokines that promote cellular infiltration[25,32,56,60], and lymphocytes expressing TNFα and IL-6 have been identified within lesions in the preterm human brain. Undoubtedly, the role of TNFα is multifactorial, as it is secreted by numerous cells, including microglia, and macrophages in the periphery.[63] T helper cells, including TH1, also secrete TNFα.[64] Previously, we documented transient, acute elevations in TNFα and sustained elevations in CXCL1, a potent neutrophil trafficking chemokine, in the serum of pups with CHORIO.[25,32] The mechanism(s) for the elevated serum levels in CHORIO rats may be in part related to increased secretion of TNFα, and CXCL1 from PBMCs, as shown here. Together these data indicate augmented immune function by prior exposure to inflammation during development. Our data are consistent with previous studies in preterm sheep, where responses to LPS in the monocytes of sheep 7 to 14 days after exposure to intra-amniotic endotoxin tended to exceed those of adults and preterm controls. [14,65] These data are also consistent with an altered inflammatory cytokine network, hallmarked by increased TNFα and IL-6, in a mouse model of intrauterine infection[64,66], and in a porcine model of maternal infection during pregnancy.[67] Taken together, these data support that cytokine and chemokine secretion facilitates a damaging cellular inflammatory response, including maturation and migration of immune cells.
The underlying causes of altered cellular inflammatory responses in preterm children and those who develop CP remain unknown. While there are many converging genetic and environmental factors that warrant consideration, increased LPS sensitivity of PBMCs in both children with CP and our rats exposed to CHORIO suggests that inflammation during both the perinatal and postnatal periods have a yet to be defined programming effect, yielding a lasting change in immune response. Indeed, neural-immune communication and programming has been reported in several disorders, including chronic pain, fetal alcohol syndrome, stroke, schizophrenia, Alzheimer’s disease and autism spectrum disorders [50,52,53,68–71]. Notably, fetal white blood cell counts change with gestational age, with lymphocytes being the most prevalent leukocyte through 37 weeks gestation.[26,72] While lymphocytes increase linearly with gestational age, neutrophils increase exponentially after 31 weeks gestation and become the predominant lymphocyte at term.[26] CHORIO induces circulating CD45RO-positive effector/memory T-cells associated with brain injury in preterm neonates.[20,55] Here, we found increased TNFα expression by myeloid cells concomitant with increased CD11b/c cells, a marker of dendritic cells, monocytes, macrophages and neutrophils, indicative of hyperimmune activation following LPS stimulation in CHORIO pups. We also observed increased numbers of CD11b/c cells and ED-2/CD163-positive macrophages in CHORIO pups alone compared to sham pups in the absence of a second LPS hit. Previously, we reported increased placental and cerebral neutrophils in this model, with elevated CXCR2 and MHC2 expression supporting a global change in immune action following CHORIO. While these changes in immune cell composition normalized by P21, markers of immune activation, including elevated integrin β1 expression, remained in CHORIO PBMCs stimulated with LPS compared to sham stimulated cells supporting a persistently increased activation state. Undoubtedly, future investigations must focus on the developmental expression of cytokines, immune markers and activation states of the circulating and resident leukocyte populations, including neutrophils, as we observed changes in cytokine levels, and leukocyte activation and maturation markers between P7 and P21 with and without additional LPS stimulation.
Understanding the dynamics of altered immune responses and persistent inflammation through the placental-fetal-brain axis is a prerequisite for rational design of therapeutic interventions in this vulnerable patient population.[73] Lymphocytes are found in the brain after injury in both rodents and humans, and lack of mature lymphocytes protects from HI-induced white matter injury.[73] Other groups have shown a cerebral influx of T-helper17 like lymphocytes coordinate neuroinflammatory responses, and have documented elevated expression of the early TH17 lymphocyte marker, IL-23R, in PBMCs in infants with confirmed histological CHORIO and in rodents with LPS-sensitized HI injury.[20] Interestingly, in the preclinical rat experiments, administration of FTY720 (fingolimod), blocked leukocyte trafficking and acute induction of NF-κβ signaling in the developing brain,[20] attenuating blood brain barrier damage and proinflammatory cytokine expression with improved white matter heath.[20] Similarly, ELGAN studies have demonstrated the capacity of infants to respond to in utero inflammation with a pro-inflammatory TH1/TH17 phenotype.[13] While these responses may be protective against pathogens, they may also feed forward a sustained fetal and neonatal inflammatory response syndrome, including a SPIHR, which involves multiorgan inflammation and injury.[13,45]
In conclusion, this study supports the notion that an inflammatory process that starts in utero may continue through childhood and beyond. Dysfunction throughout the placental-fetal-brain axis, including inflammation and HI, may sensitize and program immune cells and associated cytokine networks to respond more vigorously, and for a longer period of time, to a stimulus that would not otherwise have evoked such an intense response.[51] To this end, SPIHR, and activation of immunological memory stemming from in utero insults, may be associated with impaired neurodevelopment.[55] The durable changes in PBMC reactivity demonstrated here and elsewhere[14] may prove to be an effective biomarker of perinatal brain injury, and clinical utility may prove to be high given the ease of access to these cells and well defined stimulation protocols. Additional investigations are required to further understand homeostatic regulation of central and peripheral inflammatory cells in infants with CHORIO and the long-term consequences of its dysregulation.
ACKNOWLEDGEMENTS
This study was supported by grants from the National Institutes of Health (1R01HL139492 to LJ), HD086058 (to FN) and Dedicated Health Research Funds from the University of New Mexico Department of Pediatrics. The authors are grateful to Dr. Ksenia Matlowska for her expertise and kind assistance with the manuscript.
LITERATURE CITED
- 1.Kochanek KD, Kirmeyer SE, Martin JA, Strobino DM, Guyer B: Annual summary of vital statistics: 2009. Pediatrics 2012;129:338–348. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Fant ME, Fuentes J, Kong X, Jackman S: The nexus of prematurity, birth defects, and intrauterine growth restriction: a role for plac1-regulated pathways. Frontiers in pediatrics 2014;2:8. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Nosarti C, Reichenberg A, Murray RM, Cnattingius S, Lambe MP, Yin L, MacCabe J, Rifkin L, Hultman CM: Preterm birth and psychiatric disorders in young adult life. Archives of general psychiatry 2012;69:E1–8. [DOI] [PubMed] [Google Scholar]
- 4.Pavlidis E, Lloyd RO, Boylan GB: EEG - A Valuable Biomarker of Brain Injury in Preterm Infants. Developmental neuroscience 2017;39:23–35. [DOI] [PubMed] [Google Scholar]
- 5.Dammann O, Leviton A: Maternal intrauterine infection, cytokines, and brain damage in the preterm newborn. Pediatric research 1997;42:1–8. [DOI] [PubMed] [Google Scholar]
- 6.Dammann O, Leviton A: Intermittent or sustained systemic inflammation and the preterm brain. Pediatric research 2014;75:376–380. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Williams M, Zhang Z, Nance E, Drewes JL, Lesniak WG, Singh S, Chugani DC, Rangaramanujam K, Graham DR, Kannan S: Maternal Inflammation Results in Altered Tryptophan Metabolism in Rabbit Placenta and Fetal Brain. Developmental neuroscience 2017;39:399–412. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Chau V, McFadden DE, Poskitt KJ, Miller SP: Chorioamnionitis in the pathogenesis of brain injury in preterm infants. Clinics in perinatology 2014;41:83–103. [DOI] [PubMed] [Google Scholar]
- 9.Goldenberg RL, Hauth JC, Andrews WW: Intrauterine infection and preterm delivery. The New England journal of medicine 2000;342:1500–1507. [DOI] [PubMed] [Google Scholar]
- 10.Lee J, Kim JS, Park JW, Park CW, Park JS, Jun JK, Yoon BH: Chronic chorioamnionitis is the most common placental lesion in late preterm birth. Placenta 2013;34:681–689. [DOI] [PubMed] [Google Scholar]
- 11.Lee SM, Park JW, Kim BJ, Park CW, Park JS, Jun JK, Yoon BH: Acute histologic chorioamnionitis is a risk factor for adverse neonatal outcome in late preterm birth after preterm premature rupture of membranes. PloS one 2013;8:e79941. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Redline RW: Disorders of placental circulation and the fetal brain. Clinics in perinatology 2009;36:549–559. [DOI] [PubMed] [Google Scholar]
- 13.Jackson CM, Wells CB, Tabangin ME, Meinzen-Derr J, Jobe AH, Chougnet CA: Pro-inflammatory immune responses in leukocytes of premature infants exposed to maternal chorioamnionitis or funisitis. Pediatric research 2017;81:384–390. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Lin CY, Chang YC, Wang ST, Lee TY, Lin CF, Huang CC: Altered inflammatory responses in preterm children with cerebral palsy. Annals of neurology 2010;68:204–212. [DOI] [PubMed] [Google Scholar]
- 15.Gluckman PD, Hanson MA, Cooper C, Thornburg KL: Effect of in utero and early-life conditions on adult health and disease. The New England journal of medicine 2008;359:61–73. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Redline RW: Correlation of Placental Pathology with Perinatal Brain Injury. Surg Pathol Clin 2013;6:153–180. [DOI] [PubMed] [Google Scholar]
- 17.Wu YW: Systematic review of chorioamnionitis and cerebral palsy. Mental retardation and developmental disabilities research reviews 2002;8:25–29. [DOI] [PubMed] [Google Scholar]
- 18.Wu YW, Colford JM Jr.: Chorioamnionitis as a risk factor for cerebral palsy: A meta-analysis. JAMA : the journal of the American Medical Association 2000;284:1417–1424. [DOI] [PubMed] [Google Scholar]
- 19.Wu YW, Escobar GJ, Grether JK, Croen LA, Greene JD, Newman TB: Chorioamnionitis and cerebral palsy in term and near-term infants. JAMA : the journal of the American Medical Association 2003;290:2677–2684. [DOI] [PubMed] [Google Scholar]
- 20.Yang D, Sun YY, Bhaumik SK, Li Y, Baumann JM, Lin X, Zhang Y, Lin SH, Dunn RS, Liu CY, Shie FS, Lee YH, Wills-Karp M, Chougnet CA, Kallapur SG, Lewkowich IP, Lindquist DM, Murali-Krishna K, Kuan CY: Blocking lymphocyte trafficking with FTY720 prevents inflammation-sensitized hypoxic-ischemic brain injury in newborns. J Neurosci 2014;34:16467–16481. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Pappas A, Kendrick DE, Shankaran S, Stoll BJ, Bell EF, Laptook AR, Walsh MC, Das A, Hale EC, Newman NS, Higgins RD, Eunice Kennedy Shriver National Institute of Child H, Human Development Neonatal Research N: Chorioamnionitis and early childhood outcomes among extremely low-gestational-age neonates. JAMA pediatrics 2014;168:137–147. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22.Shevell A, Wintermark P, Benini R, Shevell M, Oskoui M: Chorioamnionitis and cerebral palsy: lessons from a patient registry. European journal of paediatric neurology : EJPN : official journal of the European Paediatric Neurology Society 2014;18:301–307. [DOI] [PubMed] [Google Scholar]
- 23.Galinsky R, Polglase GR, Hooper SB, Black MJ, Moss TJ: The consequences of chorioamnionitis: preterm birth and effects on development. Journal of pregnancy 2013;2013:412831. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Jantzie LL, Scafidi J, Robinson S: Stem cells and cell-based therapies for cerebral palsy: a call for rigor. Pediatric research 2018;83:345–355. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Maxwell JR, Denson JL, Joste NE, Robinson S, Jantzie LL: Combined in utero hypoxia-ischemia and lipopolysaccharide administration in rats induces chorioamnionitis and a fetal inflammatory response syndrome. Placenta 2015;36:1378–1384. [DOI] [PubMed] [Google Scholar]
- 26.Madsen-Bouterse SA, Romero R, Tarca AL, Kusanovic JP, Espinoza J, Kim CJ, Kim JS, Edwin SS, Gomez R, Draghici S: The transcriptome of the fetal inflammatory response syndrome. American journal of reproductive immunology 2010;63:73–92. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27.Gomez R, Romero R, Ghezzi F, Yoon BH, Mazor M, Berry SM: The fetal inflammatory response syndrome. American journal of obstetrics and gynecology 1998;179:194–202. [DOI] [PubMed] [Google Scholar]
- 28.Romero R, Gomez R, Ghezzi F, Yoon BH, Mazor M, Edwin SS, Berry SM: A fetal systemic inflammatory response is followed by the spontaneous onset of preterm parturition. American journal of obstetrics and gynecology 1998;179:186–193. [DOI] [PubMed] [Google Scholar]
- 29.Claus CP, Tsuru-Aoyagi K, Adwanikar H, Walker B, Manvelyan H, Whetstone W, Noble-Haeusslein LJ: Age is a determinant of leukocyte infiltration and loss of cortical volume after traumatic brain injury. Developmental neuroscience 2010;32:454–465. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 30.Jantzie LL, Robinson S: Preclinical Models of Encephalopathy of Prematurity. Developmental neuroscience 2015;37:277–288. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Jantzie LL, Corbett CJ, Berglass J, Firl DJ, Flores J, Mannix R, Robinson S: Complex pattern of interaction between in utero hypoxia-ischemia and intra-amniotic inflammation disrupts brain development and motor function. J Neuroinflammation 2014;11:131. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Yellowhair TR, Noor S, Maxwell JR, Anstine CV, Oppong AY, Robinson S, Milligan ED, Jantzie LL: Preclinical chorioamnionitis dysregulates CXCL1/CXCR2 signaling throughout the placental-fetal-brain axis. Experimental neurology 2018. March;301(Pt B):110–119 [DOI] [PubMed] [Google Scholar]
- 33.Jantzie LL, Oppong AY, Conteh FS, Yellowhair TR, Kim J, Fink G, Wolin AR, Northington FJ, Robinson S: Extended neonatal erythropoietin and melatonin combinatorial treatment provides enduring repair of functional deficits in a rat model of cerebral palsy. Frontiers in neurology 2018;April 13:233. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Kilkenny C, Browne WJ, Cuthill IC, Emerson M, Altman DG: Improving bioscience research reporting: the ARRIVE guidelines for reporting animal research. PLoS biology 2010;8:e1000412. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Jantzie LL, Corbett CJ, Firl DJ, Robinson S: Postnatal Erythropoietin Mitigates Impaired Cerebral Cortical Development Following Subplate Loss from Prenatal Hypoxia-Ischemia. Cereb Cortex 2015;25:2683–2695. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 36.Jantzie LL, Getsy P, Denson JL, Firl DJ, Wilson CG, Robinson S: Prenatal hypoxia-ischemia induces potassium chloride cotransporter 2 loss and abnormalities in inhibitory tone. Front Cell Neurosci 2015;3:347. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37.Jantzie LL, Getsy PM, Firl DJ, Wilson CG, Miller RH, Robinson S: Erythropoietin attenuates loss of potassium chloride co-transporters following prenatal brain injury. Molecular and cellular neurosciences 2014;61:152–162. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38.Jantzie LL, Miller RH, Robinson S: Erythropoietin signaling promotes oligodendrocyte development following prenatal systemic hypoxic-ischemic brain injury. Pediatric research 2013;74:658–667. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39.Kowalski ML, Wolska A, Grzegorczyk J, Hilt J, Jarzebska M, Drobniewski M, Synder M, Kurowski M: Increased responsiveness to toll-like receptor 4 stimulation in peripheral blood mononuclear cells from patients with recent onset rheumatoid arthritis. Mediators Inflamm 2008;2008:132732. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Shiratori H, Feinweber C, Luckhardt S, Linke B, Resch E, Geisslinger G, Weigert A, Parnham MJ: THP-1 and human peripheral blood mononuclear cell-derived macrophages differ in their capacity to polarize in vitro. Mol Immunol 2017;88:58–68. [DOI] [PubMed] [Google Scholar]
- 41.Ayer JG, Song C, Steinbeck K, Celermajer DS, Ben Freedman S: Increased tissue factor activity in monocytes from obese young adults. Clin Exp Pharmacol Physiol 2010;37:1049–1054. [DOI] [PubMed] [Google Scholar]
- 42.Hally KE, La Flamme AC, Harding SA, Larsen PD: Platelets regulate leucocyte responses to Toll-like receptor stimulation. Clin Transl Immunology 2018;7:e1036. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Robinson S, Corbett CJ, Winer JL, Chan LAS, Maxwell JR, Anstine CV, Yellowhair TR, Andrews NA, Yang Y, Sillerud LO, Jantzie LL: Neonatal erythropoietin mitigates impaired gait, social interaction and diffusion tensor imaging abnormalities in a rat model of prenatal brain injury. Experimental neurology 2017;302:1–13. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Robinson S, Winer JL, Berkner J, Chan LA, Denson JL, Maxwell JR, Yang Y, Sillerud LO, Tasker RC, Meehan WP 3rd, Mannix R, Jantzie LL: Imaging and serum biomarkers reflecting the functional efficacy of extended erythropoietin treatment in rats following infantile traumatic brain injury. Journal of neurosurgery Pediatrics 2016;17:739–755. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 45.Dammann O, Allred EN, Fichorova RN, Kuban K, O’Shea TM, Leviton A, Investigators ES: Duration of Systemic Inflammation in the First Postnatal Month Among Infants Born Before the 28th Week of Gestation. Inflammation 2016;39:672–677. [DOI] [PubMed] [Google Scholar]
- 46.Kuban KC, O’Shea TM, Allred EN, Fichorova RN, Heeren T, Paneth N, Hirtz D, Dammann O, Leviton A, Investigators ES: The breadth and type of systemic inflammation and the risk of adverse neurological outcomes in extremely low gestation newborns. Pediatric neurology 2015;52:42–48. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47.Leviton A, Kuban KC, Allred EN, Fichorova RN, O’Shea TM, Paneth N, Investigators ES: 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;87:325–330. [DOI] [PubMed] [Google Scholar]
- 48.O’Shea TM, Allred EN, Kuban KC, Dammann O, Paneth N, Fichorova R, Hirtz D, Leviton A, Extremely Low Gestational Age Newborn Study I: Elevated concentrations of inflammation-related proteins in postnatal blood predict severe developmental delay at 2 years of age in extremely preterm infants. J Pediatr 2012;160:395–401 e394. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49.Schuerwegh AJ, Stevens WJ, Bridts CH, De Clerck LS: Evaluation of monensin and brefeldin A for flow cytometric determination of interleukin-1 beta, interleukin-6, and tumor necrosis factor-alpha in monocytes. Cytometry 2001;46:172–176. [DOI] [PubMed] [Google Scholar]
- 50.Noor S, Sanchez JJ, Vanderwall AG, Sun MS, Maxwell JR, Davies S, Jantzie LL, Petersen TR, Savage DD, Milligan ED: Prenatal alcohol exposure potentiates chronic neuropathic pain, spinal glial and immune cell activation and alters sciatic nerve and DRG cytokine levels. Brain, behavior, and immunity 2017;61:80–95. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51.Yanni D, Korzeniewski SJ, Allred EN, Fichorova RN, O’Shea TM, Kuban K, Dammann O, Leviton A: Both antenatal and postnatal inflammation contribute information about the risk of brain damage in extremely preterm newborns. Pediatric research 2017;82:691–696. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Bilbo SD, Biedenkapp JC, Der-Avakian A, Watkins LR, Rudy JW, Maier SF: Neonatal infection-induced memory impairment after lipopolysaccharide in adulthood is prevented via caspase-1 inhibition. J Neurosci 2005;25:8000–8009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53.Bilbo SD, Levkoff LH, Mahoney JH, Watkins LR, Rudy JW, Maier SF: Neonatal infection induces memory impairments following an immune challenge in adulthood. Behav Neurosci 2005;119:293–301. [DOI] [PubMed] [Google Scholar]
- 54.Leviton A, Kuban K, O’Shea TM, Paneth N, Fichorova R, Allred EN, Dammann O: The relationship between early concentrations of 25 blood proteins and cerebral white matter injury in preterm newborns: the ELGAN study. J Pediatr 2011;158:897–903 e891–895. [DOI] [PubMed] [Google Scholar]
- 55.Duggan PJ, Edwards AD: Placental inflammation and brain injury in preterm infants. Dev Med Child Neurol Suppl 2001;86:16–17. [DOI] [PubMed] [Google Scholar]
- 56.Duggan PJ, Maalouf EF, Watts TL, Sullivan MH, Counsell SJ, Allsop J, Al-Nakib L, Rutherford MA, Battin M, Roberts I, Edwards AD: Intrauterine T-cell activation and increased proinflammatory cytokine concentrations in preterm infants with cerebral lesions. Lancet 2001;358:1699–1700. [DOI] [PubMed] [Google Scholar]
- 57.Tsukimori K, Komatsu H, Yoshimura T, Hikino S, Hara T, Wake N, Nakano H: Increased inflammatory markers are associated with early periventricular leukomalacia. Developmental medicine and child neurology 2007;49:587–590. [DOI] [PubMed] [Google Scholar]
- 58.Yoon BH, Jun JK, Romero R, Park KH, Gomez R, Choi JH, Kim IO: Amniotic fluid inflammatory cytokines (interleukin-6, interleukin-1beta, and tumor necrosis factor-alpha), neonatal brain white matter lesions, and cerebral palsy. American journal of obstetrics and gynecology 1997;177:19–26. [DOI] [PubMed] [Google Scholar]
- 59.Kaukola T, Satyaraj E, Patel DD, Tchernev VT, Grimwade BG, Kingsmore SF, Koskela P, Tammela O, Vainionpaa L, Pihko H, Aarimaa T, Hallman M: Cerebral palsy is characterized by protein mediators in cord serum. Annals of neurology 2004;55:186–194. [DOI] [PubMed] [Google Scholar]
- 60.Anthony D, Dempster R, Fearn S, Clements J, Wells G, Perry VH, Walker K: CXC chemokines generate age-related increases in neutrophil-mediated brain inflammation and blood-brain barrier breakdown. Curr Biol 1998;8:923–926. [DOI] [PubMed] [Google Scholar]
- 61.Fernandez-Lopez D, Faustino J, Daneman R, Zhou L, Lee SY, Derugin N, Wendland MF, Vexler ZS: Blood-brain barrier permeability is increased after acute adult stroke but not neonatal stroke in the rat. J Neurosci 2012;32:9588–9600. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Wang LY, Tu YF, Lin YC, Huang CC: CXCL5 signaling is a shared pathway of neuroinflammation and blood-brain barrier injury contributing to white matter injury in the immature brain. J Neuroinflammation 2016;13:6. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 63.Chao CC, Hu S, Sheng WS, Peterson PK: Tumor necrosis factor-alpha production by human fetal microglial cells: regulation by other cytokines. Developmental neuroscience 1995;17:97–105. [DOI] [PubMed] [Google Scholar]
- 64.Su X, Yuan H, Cui H, Zhu H, Yun X, Tang W, Chen J, Luan Z: Effect of T helper cell 1/T helper cell 2 balance and nuclear factor-kappaB on white matter injury in premature neonates. Mol Med Rep 2018;17:5552–5556. [DOI] [PubMed] [Google Scholar]
- 65.Kramer BW, Ikegami M, Moss TJ, Nitsos I, Newnham JP, Jobe AH: Endotoxin-induced chorioamnionitis modulates innate immunity of monocytes in preterm sheep. Am J Respir Crit Care Med 2005;171:73–77. [DOI] [PubMed] [Google Scholar]
- 66.Anand G, Vasanthakumar R, Mohan V, Babu S, Aravindhan V: Increased IL-12 and decreased IL-33 serum levels are associated with increased Th1 and suppressed Th2 cytokine profile in patients with diabetic nephropathy (CURES-134). International journal of clinical and experimental pathology 2014;7:8008–8015. [PMC free article] [PubMed] [Google Scholar]
- 67.Antonson AM, Balakrishnan B, Radlowski EC, Petr G, Johnson RW: Altered Hippocampal Gene Expression and Morphology in Fetal Piglets following Maternal Respiratory Viral Infection. Developmental neuroscience 2018;40:104–119. [DOI] [PubMed] [Google Scholar]
- 68.Vanderwall AG, Noor S, Sun MS, Sanchez JE, Yang XO, Jantzie LL, Mellios N, Milligan ED: Effects of spinal non-viral interleukin-10 gene therapy formulated with d-mannose in neuropathic interleukin-10 deficient mice: Behavioral characterization, mRNA and protein analysis in pain relevant tissues. Brain, behavior, and immunity 2018;69:91–112. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Noor S, Milligan ED: Lifelong Impacts of Moderate Prenatal Alcohol Exposure on Neuroimmune Function. Frontiers in immunology 2018;9:1107. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 70.Vargas DL, Nascimbene C, Krishnan C, Zimmerman AW, Pardo CA: Neuroglial activation and neuroinflammation in the brain of patients with autism. Annals of neurology 2005;57:67–81. [DOI] [PubMed] [Google Scholar]
- 71.Jyonouchi H, Sun S, Le H: Proinflammatory and regulatory cytokine production associated with innate and adaptive immune responses in children with autism spectrum disorders and developmental regression. J Neuroimmunol 2001;120:170–179. [DOI] [PubMed] [Google Scholar]
- 72.Davies NP, Buggins AG, Snijders RJ, Jenkins E, Layton DM, Nicolaides KH: Blood leucocyte count in the human fetus. Arch Dis Child 1992;67:399–403. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 73.Nazmi A, Albertsson AM, Rocha-Ferreira E, Zhang X, Vontell R, Zelco A, Rutherford M, Zhu C, Nilsson G, Mallard C, Hagberg H, Lai JCY, Leavenworth JW, Wang X: Lymphocytes Contribute to the Pathophysiology of Neonatal Brain Injury. Frontiers in neurology 2018;9:159. [DOI] [PMC free article] [PubMed] [Google Scholar]





