REVIEW article

Front. Immunol., 25 February 2022

Sec. Inflammation

Volume 13 - 2022 | https://doi.org/10.3389/fimmu.2022.829210

Regulatory T Cells: Angels or Demons in the Pathophysiology of Sepsis?

  • 1. Department of Emergency Medicine, Tianjin Medical University General Hospital, Tianjin, China

  • 2. Department of Emergency Medicine, Rizhao People’s Hospital of Shandong Province, Rizhao, China

  • 3. Department of Medical Research, Beijing Qiansong Technology Development Company, Beijing, China

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Abstract

Sepsis is a syndrome characterized by life-threatening organ dysfunction caused by the dysregulated host response to an infection. Sepsis, especially septic shock and multiple organ dysfunction is a medical emergency associated with high morbidity, high mortality, and prolonged after-effects. Over the past 20 years, regulatory T cells (Tregs) have been a key topic of focus in all stages of sepsis research. Tregs play a controversial role in sepsis based on their heterogeneous characteristics, complex organ/tissue-specific patterns in the host, the multi-dimensional heterogeneous syndrome of sepsis, the different types of pathogenic microbiology, and even different types of laboratory research models and clinical research methods. In the context of sepsis, Tregs may be considered both angels and demons. We propose that the symptoms and signs of sepsis can be attenuated by regulating Tregs. This review summarizes the controversial roles and Treg checkpoints in sepsis.

Introduction

A study of the global burden of disease from 1990 to 2017 showed that an estimated 48.9 million (38.9-62.9) sepsis cases were recorded globally and 11.0 million (10.1-12.0) sepsis-related deaths were reported in 2017, representing 19.7% (18.2-21.4) of global deaths (1). In China, one-fifth of patients admitted to intensive care units (ICU) have sepsis and their 90-day mortality rate is 35.5%. It is estimated that the annual medical costs of the 230,000 septic patients admitted to China’s ICUs are about US $4.6 billion, which is a huge medical and social burden (2). In 2015, over 1.9 million deaths occurred in 605 disease-surveillance points in mainland China, and the standardized sepsis-related mortality incidence was 66.7 deaths per 100,000 population (3). Despite the 37% (11.8-54.5) decrease in age-standardized sepsis and the 58% (47.7-57.5) decrease in mortality from 1990 to 2017, aggressive infection source control, early appropriate antibiotic treatment, titration, compression therapy, and improved organ support measures, sepsis remains one of the major causes of global mortality (17).

Regulatory T cells (Tregs) are a subset of CD4+ T lymphocytes with negative immunomodulatory functions. They maintain peripheral immune tolerance to control immune responses to prevent exaggerated responses to infections and harmless antigens, and prevent autoimmunity. Due to the extensive regulatory role that Tregs play in the immune system, they have considerable potential as treatment for various diseases (810). The discovery that forkhead box P3 (Foxp3) is a key transcription factor in the differentiation and function of Tregs has multiple implications for understanding how the immune system functions and for developing therapeutic interventions for autoimmune diseases, infectious diseases, and malignancies (1113).

Over the past two decades, Tregs have been a focus in sepsis-induced immune-inflammatory dysfunction research and the hotspot strategy in immunotherapy and checkpoint inhibition (14, 15). In sepsis, reduced T cell function is associated with increased expression of Foxp3 (1618). CD4+ T helper 17 cells (Th17) represent the pro-inflammatory subpopulation, while Tregs promote anti-inflammatory effects (1922). This review explores the current controversial, and sometimes conflicting, conclusions about Tregs in the pathophysiology of sepsis. Both laboratory and clinical research methods and models need to be considered to begin to understand the precise role of Tregs throughout the stages of sepsis (Figure 1).

Figure 1

Figure 1

Factors that lead to the controversy surrounding the role of regulatory T cells in sepsis.

Sepsis

Research on the epidemiology, prevention, and management of sepsis is an important topic for critical care medicine, surgery, and anesthesiology, where clarification of the complex pathophysiological mechanism of sepsis is a fundamental problem (14, 23, 24). Since 1992, the definitions of sepsis, severe sepsis, and septic shock, as well as associated clinical and laboratory studies have relied on the presence of infection and the characteristics of systemic inflammatory response syndrome (SIRS) (1, 2428). However, efforts to inhibit this hyper-inflammatory response syndrome by blocking pro-inflammatory cytokines, such as interleukin (IL)-1β and tumor necrosis factor (TNF)-α, ultimately fail to yield survival benefits (26, 27). Physicians have emphasized the evaluation of sepsis-induced organ dysfunction when they conduct the diagnosis and treatment of sepsis, especially based on the sequential (sepsis-related) organ failure assessment (SOFA), national early warning score and modified early warning score, rather than quick SOFA (qSOFA) (46, 24, 2832).

Antagonism between the host and pathogenic microorganisms is a complex pathophysiological reaction: pathogens seek an advantage by incapacitating various aspects of host defenses while the host seeks to control the bacterial invasion and initiate repair of injured tissues (33, 34) (Figure 2). Compared with Sepsis 3.0 criteria, the definition of Sepsis 2.0 and 1.0, as well as guidelines for the diagnosis and treatment of sepsis, focus more on pathophysiological mechanisms (4, 25, 26, 29, 35). The first three days of sepsis are defined as the early stage; in these cases, more than 80% of patients first seek emergency medicine according to their clinical manifestations of the biological systemic immune-inflammatory response (26, 3643). As sepsis management techniques continue to improve, most patients survive the SIRS-induced “cytokine storm” in the early stage of sepsis and begin the late stage dominated by compensatory anti-inflammatory response syndrome (CARS) (4446). Compelling experimental and clinical evidence has indicated that SIRS and CARS occur early and simultaneously in sepsis, and immunosuppression may persist for months or even longer from the onset of sepsis (4, 15, 26, 4551). Importantly, immunosuppression is the cause of such aggravation, which increases the chance of secondary infections and viral activation. This complicates multiple organ dysfunction syndromes (MODS), extends hospital length of stay, and may even leads to death (15, 45, 46, 49).

Figure 2

Figure 2

The antagonism between the host and pathogenic microorganisms. The spread of pathogens, especially Gram-negative bacteria, and their products [such as lipopolysaccharide (LPS), etc.] causes systemic inflammatory response syndrome (SIRS), which leads to multiple organ dysfunction syndromes (MODS) and shock, and even death. However, surviving patients suffer from a stage of compensatory anti-inflammatory response syndrome (CARS), especially immunosuppression, and experience a long-term immune dysfunction called immuno-paralysis. And they are more susceptible to secondary infections, increased viral activation, and reduced 5-year survival rate, compared to those who do not have sepsis.

Approximately 60-70% of septic deaths occur in the late stage (≥3 days) and most deaths were associated with ICU-acquired complications, including nosocomial infections (52). T cell apoptosis and dysfunction contributes to sepsis-induced immunosuppression (15, 26, 46, 53, 54). Intervention strategies, such as anti-programmed cell death (PD)-1/PD-L1 mAb, blocking cytotoxic T lymphocyte antigen (CTLA)-4, and blocking 2B4, have improved survival in experimental models of sepsis and recent clinical trials through improved T cell-induced immunosuppression (46, 5558). The degree of sepsis-induced inflammation, including the level of immunosuppression, is defined by specific host factors (such as age, gender, alcoholism, repeated nosocomial infection, frequency in hospital, chronic comorbidities, immunosuppressant use, malignant tumor, site of infection, splenectomy, trauma, and stress state) (5966), pathogen status (such as multiple drug-resistant organisms, malaria, SARS-CoV-2) (7, 26, 67, 68), and the duration of sepsis (6, 28, 35, 44, 46, 61, 69, 70).

Treg Heterogeneity in Sepsis

Combined single-cell, TCR, and other analyses of Tregs and conventional CD4+Foxp3– T cells (Tconv) demonstrate that Tregs are highly heterogeneous cells in homeostasis and disease (7173). Treg cells can be either thymus-derived or peripherally induced by naive CD+ T cells. Phenotypically, Tregs are identified by markers they possess such as the transcriptional regulator Forkhead box (Foxp3). Based on the expression levels of Foxp3, Tregs can be either resting Tregs with weak inhibitory potential, activated Tregs with strong inhibitory potential, or cytokine secreting non-suppressive Tregs also called effector Tregs (74). Sepsis influences the heterogeneous characteristics of Tregs from the aspects of percentage (22, 74), absolute number (67, 75), phenotypes (15, 47, 50, 58, 7579), cytokine and chemokine secretion (8082), and stability (12, 13, 60) (Tables 14). Coordination between the innate and adaptive immune systems plays a crucial role in the host’s responses to infection. Even after sepsis recovery, the mechanism and cellular characteristics of the immune system change due to the different characteristics of host immune and pathogen status (23, 5965, 84, 105, 120, 121).

Table 1

Observational studySpeciesModelObservation timeSpecimen SourceTregsImmunological characteristicsOutcome
He, et al. (23)MouseRecurrent sepsis (Three LPS stimulations, once every 5 ds)5 ds after the last LPS injectionSpleens
Lung
Percentage and absolute number↑percentage and number of CD4+ T cells↓
Percentage of CD8+ T cells↓
CD69 and CD28 of CD4+ T cells↓
PD-1 and Tim-3 of CD4+ T cells↑
MHC-II of antigen-presenting cells↓
Antiviral immune responses (secondary virus infection) ↓
Acute sepsis (One LPS stimulations)12, 24, and 48 hs after LPS injectionPercentage↑Percentage and number of total T cells↓
percentage and number of CD4/8+ T cells↓
CD69 at 12hs↑, 24, and 48 hs↓
MHC-II of antigen-presenting cells↑
Antiviral immune responses (secondary virus infection) →
Gaborit, et al. (83)MousePseudomonas aeruginosa induced “two-hit” modelDay 3 for T cell phenotype
Day 4 for lung injury in the double-hit model
Spleens
Lung
Activation↑
TNFR2pos Tregs↑
Gizmo, Mki67 (Ki67), Irf4, Prdm1 (Blimp 1)
and Havcr2 (TIM-3) ↑
CD62, CD25, CTLA-4 and IL-10↑
percentage↑
Number of splenic CD4+T cells↓Susceptibility to secondary pneumonia↑
Saito, et al. (84)MouseCS-induced model SAE24hs, 6, 8 10, and 30 ds after inducedBrain
Blood
Spleen and other lymph nodes
Percentage and absolute number (brain)↓Microglia, neuroinflammation, and neutrophil infiltration (brain)↑
astrocytes (brain)↓
CD4/8+ T cell accumulation (brain)↑
T cell (blood and spleen)↓
The brain-blood barrier was disrupted (24hs)
Anxiety-like behaviors↑
Marble burying test↑
Open-field test↓
Forced swimming test↓
Depression
George, et al. (17)MouseAcute DenV infection and 7 days later followed with listeria monocytogenes induced “two-hit” sepsis3, 7,10,15 ds after inducedSpleen
Blood
Proliferation (number and percentage)↑
GITR, CTLA-4, Foxp3, CD40L, CD44, CD62L, and CD69↑
IL-10, and TGF-β↑
CD4/CD8+ T cell responses↓
IFN-γ↓
Susceptibility↑
Attenuates DHF/DSS
Baek, et al. (85)Preterm pigsLPS stimulated
Staphylococcus epidermidis challenge
6, 12, and 24 hs, day 5, 7, and 9 after stimulated or challengedCord blood
Blood
Percentage and absolute number↑Genes related to both innate and adaptive immunity↓
Blood neutrophil and platelet counts↓
Neutrophil phagocytosis capacity↓
Severe septic responses↑
9-ds incidence and severity of spontaneous infections↑
Overall birth weight↓
Shrestha, et al. (86)Neonatal mouseLPS stimulated once daily on postnatal days (PNDs) 3–5PND7 or PND14LungPercentage and absolute number↓CCL2, CCL3, CXCL1, IL-1β, and TNF-α
IL-10
Survival↓
Body weight↓
Alveolar simplification↑
Pulmonary vascular simplification↑
Lung cell proliferation↓, and apoptosis↑
Qiu, et al. (79)G protein-coupled receptor 174- KO MouseLPS stimulated
CLP
24 hs after stimulated or challengedThymus
Lung
Ctla-4, Pdcd-1, and IL-10
CTLA-4 and IL−10↑
M2 macrophages↑
IL-6 and TNF-α↓
2 and 7-ds survival↑
Resistant to inflammatory shock↑
Lung injury↓
Zhou, et al. (87)PTENM−K MouseLPS-induced ALI24 hs after inducedBlood
Lung
BALF
Percentage and absolute number↑
Foxp3 and TGF-β↑
TGF-β↑
Neutrophil accumulation↓
RORγt, IL-17A, TNF-α, and IL-1β↓
6-ds survival↑
Lung injury↓
Weight↑
Andrade, et al. (88)MouseReceived LPS injection each day for 5 days, and followed with CLP4 hs after CLPSpleen
Blood
Absolute number (received LPS injection) ↑
Absolute number (after CLP) ↓
IL-2, IL-6, TGF-β, and INF-γ (received LPS injection)↑
Th17(received LPS injection)↑
Th17(after CLP) ↓
72-hs survival↑
Cao, et al. (89)TLR4−/− mouseCLP24 hs after CLPLung
Liver
Spleen
Blood
Percentage and absolute number↓
Apoptosis↓
Foxp3 and Tlr4
IL-10 and IL-4↓
IL-2 and TNF-α↑
72-hs survival↑
Lung, liver injury↓
Fay, et al. (78)CD43-/- mouseCLP24 hs after CLPSpleensPercentage ↓Number of CD4+ T cells↓
Numbers of CD4/8+ central memory and effector memory cells↓
Apoptosis of central memory T cells↑
IL-2-secreting CD4+ T cells↓
IL-4-secreting CD4+ T cells↑
Th17↓
7-ds survival↓
Bomans, et al. (69)MouseCLP3 months after CLPSpleens
Blood
Bone marrow
Percentage (spleens)↑Enlarged spleens with higher weights↑
CD11b+ F4/80 splenic monocytes↑
Ly6C+ inflammatory monocytes↑
Ly6C alternative monocytes↓
CD11b+ F4/80+ macrophages↑
There is no long-term impact of sepsis on the systemic immune response in mice 12 weeks after CLP.
Ahmadi, et al. (64)Tumor mouseInduction of systemic candidiasis8 ds after inductionBlood
Spleens
Renal
Liver
Percentage (spleens and tumor) ↑ratio of IFN-γ/IL-4↓
IL-10↑
Relative tumor volume↑
Hu, et al. (90)MouseInjected with PC61 before a two-hit model24 hs two-hitLung
BLFC
Spleens
Percentage and absolute number↓IL-1β, IL-6, and IL-17A↑
IL-10↓
3 and 7-ds survival↑
Bacterial colonies↓
Lung injury↓

Observational studies using animal models focused on the characteristics of Tregs in sepsis.

Compared with the control group, “↑” represents up-regulation, increase or enhancement; “↓” represents down-regulation, decrease or inhibition, and “→” represents no change.

Table 2

Observational studySpeciesModelObservation timeSpecimen SourceTregsImmunological characteristicsOutcome
Yin, et al. (74)HumansSevere sepsis/septic shock patients with severe neutropeniaDay of PICU admissionBloodPercentage↑CRP, PCT, IL-6, IL-10, and IFN-γ↑28-ds survival↓
Jiang, et al. (76)HumansSeptic patientsDay of ICU admissionBloodPD-1↑↑
CD28, PD-L1, and CD86↑
No dataSOFA scores↑
28-ds survival↓
Youssef, et al. (91)NeonatesVitamin D deficiencyAfter enrolledCord bloodPercentage ↓Total lymphocytes, CD3+ T lymphocytes, CD4+ T-helper, CD8+ T-cytotoxic lymphocytes, and CD4+CD45RA+ naïve T cells↓16.27% of infants with a 25-OHD deficiency were admitted with sepsis
No cases of sepsis in the normal 25-OHD group
Carvelli, et al. (37)HumansSeptic shock patients24 and 72 hs after admissionBloodPercentage↓Lymphocytes (CD3+ T cells and CD3CD56+ NK) ↓
HLA-DR↓
Innate lymphoid cells 1 count↑
Innate lymphoid cells 2 count↓
Innate lymphoid cells 3 count↓
Innate lymphoid cells 3 percentage↑
secondary infections↑
Arens, et al. (92)HumansAbdominal sepsisOver 5 dsBloodNo distinguishable trends in the percentageB and NK cell counts↓
IL-8↓
Th17 cells↑
Day 21, 5/26 patients showed no candida colonization or invasive candidiasis (IC), 13/26 patients colonization was detected, and 8/26 patients were diagnosed with IC.
Xu, et al. (60)HumansSeptic patientsDays 1, 3, 5, 7, 10, 14, 21 and 28 after sepsisBloodFoxp3 (survivors)↑HLA‐DRA (survivors)↑
Th1 and Th2 cells(especially non-survivors)↓
Th17 (survivors)↑
T‐bet (Th1) and GATA‐3 (Th2) had a linear correlation with HLA‐DRA
59 survivors, 19 non‐survivors
Yu, et al. (80)HumansSeptic patientsAfter admissionBloodThe ratio of IL-10+ Tregs to total Tregs↓TSLP↑
Number of Th1 cells↑
IL-1β, IL-6, IFN-γ, and TNF-α↑
134 patients had hyperleukocytosis and a high neutrophil ratio
Mortality↑
Stays in the intensive care unit↑
Liu, et al. (75)HumansSeptic patientsDs 1 and 7BloodDay 1, absolute number (non-survivors) ↓
Day 7, percentage and absolute number(non-survivors) ↑
Day 7, percentage↓↓ and absolute number(survivors) ↑↑
BTLA expression on Tregs (non-survivors) ↑↑
Day 1, BTLA on CD4+ T cells was in patients with severe sepsis↓
day 7, BTLA on CD4+ T−cells in both survivors and non-survivors↑
BTLA/Tregs were positively correlated with SOFA
Greenberg, et al. (93)HumansStaphylococcus aureusAfter positive S. aureus blood cultureBloodAssociated with immunosuppressive medicationsNeutrophil-to-lymphocyte count ratio↑
IL-6 and IL-17A↑
Th17↑
Th1↓
Th17 score-to-Th1 score ratios↑
90-ds survival↓
Lu, et al. (40)HumansSeptic shockWithin 3 dsBloodPercentage↑
OX40↑
CD28, CD27, OX40 on CD4+ T cells↑
OX40 on CD4+CD27-CD28- T cells↑
CD4+CD27-CD28- T cells↓
4-1BB on CD4/8+ T cells↓
28-ds survival↓
SOFA↑
Li, et al. (67)HumansPneumonia induced sepsisDay of ICU admissionBloodPercentage and absolute number↓Th17/Treg, Th1/Th2, and M1/M2 cell radios↑
IL-6, TNF-α, IL-1β, and IL-18↑
HMGB1, RAGE, and IL-17A↑
No data
SD ratsPneumonia-derived sepsis rat was induced with Klebsiella pneumonia12 hs after inducedBlood
Lung
Willers, et al. (94)Infants (newborns and during infancy)Follow-up observation was conducted for 2 yearsFirst-year of life (ds 1, 3, 10, 30, 90, 180, and 360)Stool samples
Intestine biopsies
A low level of S100 proteins in infants’ fecal samples associated with the development of sepsis and obesity by age 2 years.
Newborn S100a9–/–mouseInfected with Staphylococcus aureus24hs after infectionBlood
Intestine
Mesenterial
Celiac lymph nodes
Colon contents
Percentage and absolute number (brain)↓CX3CR1 protein, and Il10 and Tgfb1 mRNAs↓fatal sepsis↑

Observational studies using septic patients or combined animal models focused on the characteristics of Tregs in sepsis.

Compared with the control group, “↑” represents up-regulation, increase or enhancement; “↓” represents down-regulation, decrease or inhibition.

Table 3

Intervention studySpeciesModelInterventionIntervention timeObservation timeSpecimen SourceTregsImmunological characteristicsOutcome
Sun, et al. (57)MouseMemory mouse (56 ds antigen-experienced) and CLPTIGIT (αTIGIT Ab)12 and 24 hs after CLP48 hs after CLPSpleens
Blood
Activation↓
Differentiation↓
Helios↓
CTLA-4↓
IL-10↓
Apoptosis of memory T cells↑
T cell function↓
IL-10, IL-6,and MCP-1↓
7-ds survival↓
Sun, et al. (95)CD28 (agonistic anti-CD28 Ab)Immediately after CLP and at ds 2, 4, and 6 post-CLP24 hs after CLPProliferation and activation↑
IL-10↑
CD127, CD69, Helios and CTLA-4↑
Apoptosis of CD44hi memory CD4+ T cells↓
IL-10↑
7-ds survival↑
Tran, et al. (70)MouseInjected with LPS, and 24 hs latter CLP induced “Two-Hit” ModelBilirubinImmediately after CLP24 hs after CLPLung
Blood
Percentage↑TNF-α, IL-6, and IFN-γ↓
IL-10, and TGF-β↑
T cell activation↓
IFN-γ-producing cells↓
14-ds survival↑
Lung injury↓
Ge, et al. (96)MouseCLPIL-38 (rmIL-38)2 hs before or after severe CLP48 hs after CLPSpleensImmunosuppressive activity↑
IL-10 and TGF-β1↑
Foxp3 and CTLA-4↑
Th2 response (IL-4)↑
Proliferative ability of T cells↓
7-ds survival↑
Zhao, et al. (81)MouseCLPIL-3 (siRNA, IL-3 Ab)2, 6, and 12 hs after CLP48 hs after CLPSpleens, lung, and liverFoxp3, CTLA-4, IL-10, and TGF-β↑
Suppressive activity↑
Percentage↑
Hyper-inflammatory response (TNF-α and IFN-γ)↓
Anti-inflammatory response (IL-10)↑
5-ds survival↑
Lung and liver injury↓
Kulkarni, et al. (97)MouseStool suspensionIL-7Daily from day 5–93.5 months after sepsisSpleenPercentage and absolute number (within 1 week after sepsis) ↑IL-10+ B cells (Bregs)↑
CD3+CD4-CD8- T cells↑
IFN-γ and IL-10↑
No data
Nadeem, et al. (98)MouseLPS-induced ALIITK (inhibitor)Once 30 min before and then 3 times after LPS administration at 12 hourly intervals48 hs after LPSBALPercentage↑Total leukocytic and neutrophilic numbers↓
%IL-17A + CD4+ T cells↓
Lung injury↓
Zou, et al. (19)SD ratsCLPmiR-126 (mimic)Immediately after CLP48 hs after CLPBloodPercentage and absolute number↑TNF-α, IL-6, and IL-17↓
IL-10↑
lymphocyte of apoptosis↓
Number of Th17↓
No data
Xia, et al. (20)MouseCLPMaresin11 h after CLP24 hs after CLPLung
BALF
Percentage and absolute number↑IL-1β, TNF-α, IL-6, and IL-17↓
IL-10 and TGF-β↑
Th17/Tregs↓
7-ds survival↑
Lung injury↓
Li, et al. (99)MouseCLP-induced ALIExcretory secretory products of Trichinella
spiralis adult worms
Immediately after CLP12 hs after CLPLung
Blood
Percentage↑IL-10 and TGF-β↑
TNF-α, IL-6, IL-1β↓
HMGB1, TLR2, and MyD88↓
3-ds survival↑
Lung injury↓
Liu, et al. (21)MouseCLP-induced pancreatic injuryBaicalinImmediately after CLP72 hs after CLPBlood
Spleen
Pancreatic tissue
Percentage and absolute number↑
Foxp3 (pancreatic tissue)↑
Th1 and Th17 cells↓
T bet and RORγt (pancreatic tissue)↓
IFN-γ and IL-17↓
IL-10↑
Pancreatic injury↓
Liu, et al. (100)RatsBurning modelRhubarbImmediately after model12, 24, and 72 hs after CLPLiver
Blood
Percentage and absolute number↑CD4+T cell percentage↓
CD8+ T cell percentage↑
CD19+B cell percentage↓
NK cell percentage↑
No data
Saito, et al. (59)Young mouseday 0, 4, 7, and 10 to inject CSIL-15Day 3, 7 and 10Within 50 daysBlood
Spleens
Peritoneal lavage fluids
Percentage and absolute number↓Naïve CD4+ T cell↑
PD-1+CD4+ T cells↓
CD8+ T cell↑
Prevent the initial reduction of body weight (Day 3) ↑
Survival ↑
Aged mousePercentage and absolute number↓CD4+ T cells↑
Naïve CD4+ T cell↑
PD-1+CD4+ T cells↓
Naïve CD8+ T cells↑
PD-1+CD8+ T cells↓
Survival ↑
Ge, et al. (101)MouseCLPIL-36 (IL-36β)2 hs before or after CLP48 hs after CLPSpleensTregs were required
IL-10 and TGF-β1↓
Foxp3 and CTLA-4↓
CD4⁺CD25T cell proliferation↑
The ratio of IL-4 to IFN-γ↓
7-ds survival (2 hs before CLP) ↑
Gao, et al. (50)MouseCLPNrp-1 (siRNA, Nrp-1 Ab)Immediately after CLP24 hs after CLPSpleens and renalStability and activity (Foxp3, CTLA-4, TGF-β1m+, IL-10, and TGF-β1)↓IL-10, IL-4, and TGF-β1↓
IFN-γ↑
Renal injury↓
Lou, et al. (77)MouseCLPLAG-3 (KO, LAG-3 Ab)Immediately after CLP24 hs after CLPBlood
Spleens
Percentage and absolute number↓Cytokines (TNF-α, IL-6, and IL-10) and T cells apoptosis↓
IFN-γ, the absolute number and proliferative ability of CD4/8+T cells↑
7-ds survival↑
Bacterial clearance↑
Xu, et al. (82)MouseCLPCXCL4 (CXCL4 Ab)Immediately after CLP72 hs after CLPUrine
Blood
Spleens
Percentage and absolute number↓IL-6, IL-10and TNF-α↓Urine creatinine and urea nitrogen↓
Gao, et al. (48)MouseCLPSema3A (EGCG, a strong inhibitor of Sema3A)Immediately after CLP24 hs after CLPSpleens
Blood
Foxp3↓IL-4↓
IFN-γ↑
Apoptosis of CD4+ T cells↓
Proliferative ability of CD4+ T cells↑
liver, lung, and renal injury↓
Brichacek, et al. (102)MouseCLPInhibitor of TNAP (SBI-425)Daily for 7 days after CLP24 hs after the final injectionPlasma
Brain
Bone
Spleens
CD4/8+Foxp3+ splenocyte T-cell populations↓Did not affect 7-ds clinical severity outcomes
Loss of barrier function in BBB endothelial cells↑
48-hs Survival↓
Severity scores↑
Martin et al. (51)MouseCLPSirtuin1 (EX-527-an inhibitor)24 hs after CLP30 hs after CLPSpleenPercentage↓
CTLA-4↓
TGF-β, IL10↓
IFN-γ↑
7-ds survival↑
Gao, et al. (103)MouseCLPTanshinone IIA24 hs after CLPBlood
Lung
Liver
Renal
Spleens
Percentage↓CD3+CD4+ and CD3+CD8+ lymphocytes percentages↑, and apoptosis↓
IFN-γ and IL-2↑
IL-4 and IL-10↓
Macrophage phagocytotic activities↑
7-ds survival↑
Lung, liver, and renal injury↓
Intraperitoneal bacterial counts↓
Chen, et al. (104)MouseCLPXuebijing injectionImmediately after CLP36 hs after the CLPSpleens
Lung
Renal
Percentage and absolute number↑
Differentiation↑
IL-10↑
Th17↓
IL-17, IL-6, and TNF-α↓
5-ds survival↑
Renal and lung injury↓
Chen, et al. (105)MouseCLPCurcumin12 hs after CLPDay 1, 3, 5, and 7 after CLPSpleen
Blood
Renal
Lung
Percentage and absolute number↑TNF-α and IL-6↓
The proliferation of CD4+CD25− T cells↓
IL-10↑
Renal and lung injury↓
7-ds survival↑
Xie, et al. (106)RatsCLPElectroacupunctureImmediately after CLP48 hs after CLPSpleens
Intestinal lymph nodes
Percentage↓TNF-α and IL-10↓
CD3+CD4+ cell↑
D-LA and DAO↓
Hou, et al. (107)MouseCLPGlutamine2 weeks before CLP72 h after CLPBlood
Spleens
Renal
Percentage↓Percentages of T and CD4+ T cells↑
IL-6 and IL-4↓
Bcl-2↑
Renal injury↓
Yeh, et al. (108)MouseCLPArginine1 h after CLP12 and 24 hs after CLPBlood
Para-aortic lymph nodes
Liver
Percentage↑Percentages of CD4+T cells↑
Th1/Th2 ratio↑
Th17/Tregs ratio↓
IL-1β, IL-6, and TNF-α (liver) ↓
Liver injury↓
Di Caro, et al. (109)MouseInjected with LPSDietary fiber (fiber cellulose)2 weeks before injected with LPS24 and 72 hs post LPS injectionBlood
Liver
Spleens
Suppressive function↑
Percentage (72 hs) ↑
Number and activation of splenic macrophages and DCs↓
Pro-inflammatory cytokines↓
Chemokines↓
Anergy in T cells↑
Hepatic DNA binding activity of NF-κB↓
4-ds survival↑ (110)
Albayati, et al. (111)MouseCLPP2Y12 antagonism (clopidogre)2 hs before CLP24 hs after CLPBlood
Spleens
Hearts
Renal
Percentage and absolute number (spleens)↓Platelets and CD4+ T cells interactions↓7-ds survival↑
Splenomegaly and spleen damage↓
Renal and cardiac injury↓
Sun, et al. (112)MouseCLPCOX-2-specific inhibitor (parecoxib)20 min after CLP24 hs after CLPBlood
Spleens
Percentage↓IgM and IgG↑
IL-1β, IL-10, and TNF-α↓
7-ds survival↑
Spleen injury↓
Ahmad, et al. (113)MouseCLPPoly (ADP-ribose) polymerase inhibitor (Olaparib)30 min and 8 hs after CLP24 hs after CLPSpleens
Blood
Percentage and absolute number↓Number of CD4/8+ lymphocytes↑
Th17/Treg ratio↓
TNF-α, IL-1α, IL-1β, IL-2, IL-4, IL-6, and IL-12p40↓
48-hs survival (young, males) ↑
Multiorgan dysfunction↓
Bacterial CFUs↓
Cao, et al. (114)MouseCLPUlinastatin1 h before and 6 hs after CLP24 hs after CLPSpleens
Blood
Lung
Liver
Renal
Foxp3 and CTLA-4↓Teff apoptosis↓
Teff proliferation↑
TNF-α, IL-1β, IL-2, and IL-10↓
72-hs survival ↑
Lung, liver, and renal injury↓
Topcu, et al. (115)SD ratsCLPHuman dental follicle stem cellsImmediately or 4 hs after CLP24 hs after CLPIleal tissue
Spleens
Percentage↓TNF-α↓Ileal tissue injury↓
Chang, et al. (116)SD ratsCLPAdipose-derived mesenchymal stem cell-derived exosomes3 hs after CLP6, 16, 24, 48, and 72 hs after CLPBlood
Brain
Cerebrospinal fluid
Percentage↑TNF-α and IL-6↓
MMP-9, GFAP, F4/80 and CD14↓
L6Gy+/CD11b/c+ inflammatory cells↓
CD3+/CD4+cells↓
CD3+/CD8+ cells↓
Early/late apoptotic cells↓
Brain injury↓
Zhang, et al. (117)MouseInfected with E. coli 0111: B4Fresh frozen plasmaAfter severe sepsis (trembles, high fever, and difficulty breathing)Recovered from endotoxemiaBloodDifferentiation and expansion↓Galectin-9↓
The proliferation of Th1 and Th17↑
IL-1β, IL-6, and IFN-γ↑
IL-10↓
Recovered from endotoxemia↑
Kyvelidou, et al. (118)Mouse5 ds injection of LPSIgG and IgMDay 1 of LPS injectionDay 6 after LPSBlood
Spleens
CD25 and Foxp3↓CRP↓
IL-6 and TNF-α↓
IL-18↑
7-ds survival ↑
MSS scoring↓

Intervention studies using animal models focused on the target of Tregs in sepsis.

Compared with the control group, "↑" represents up-regulation, increase or enhancement; “↓” represents down-regulation, decrease or inhibition.

Table 4

Intervention studySpeciesModelInterventionIntervention timeObservation timeSpecimen SourceTregsImmunological characteristicsOutcome
Liu, et al. (42)HumansSeptic Patients with mechanical ventilationEnteral nutritionTreated within 48 hs after
admission
D 1 and 7 after admission to the ICUBloodPercentage↑Th17 cells and endotoxin↓Duration of mechanical ventilation, lengths of ICU stay, hospital stay,
And the incidence of ICU-AW↓
Sun, et al. (22)HumansSeptic PatientsEnteral nutritionTreated within 48 hs after admission7 ds after admissionBloodPercentage↑Th17 percentages↓
Th17/Tregs ratios↓
IL-17, IL-23, and IL-6↓
Duration of mechanical ventilation↓
ICU stay↓
Chihara, et al. (119)HumansSeptic shock patients with acute kidney injuryPre-and post-dilution during continuous venovenous hemofiltration24 hs within obtaining informed consent6 and 24 hs after continuous venovenous hemofiltrationBloodInduction rate↑IL-6 and IL-10↓
Neutrophil phagocytic activity↓
No data
You, et al. (41)HumansSevere burnHigh-volume hemofiltrationWithin 3 days after burnDays 1, 3, 5, 7, 14, 21 and 28 post-burnBloodPercentage↓TNF-α, IL-1β, IL-6, IL-8, and PCT↓
HLA-DR↑
Incidence of sepsis, septic shock↓
Vasopressor↓
90-ds survival ↑

Intervention studies using septic patients focused on the target of Tregs in sepsis.

Compared with the control group, “↑” represents up-regulation, increase or enhancement; “↓” represents down-regulation.

Over the past decade, evidence from many compelling experiments and clinical trials indicates that sepsis increases the heterogeneous characteristics of Tregs. They act on both the innate and adaptive immune systems, dampening immune functions, causing immuno-paralysis, and eventually leading to MODS and death in sepsis (14, 18, 122125). Intervention strategies (Tables 3 and 4), such as human recombinant cytokines (IL-15 and IL-36) (59, 101), blocking phenotypes or chemokines [neuropilin (Nrp)-1, CTLA-4, lymphocyte activation gene (LAG)-3, and chemokine (C-X-C motif) ligand (CXCL) 4)] (50, 58, 77, 82), nutrients (glutamine) (107), inhibiting molecules [sema3A, tissue-nonspecific alkaline phosphatase (TNAP), Sirtuin1, P2Y12, COX-2, and poly ADP-ribose polymerase (PARP)] (48, 51, 102, 111113), as well as even clinical therapeutics (high-volume hemofiltration, immunoglobulin, fresh frozen plasma, stem cells, and ulinastatin) (41, 114, 115, 117, 118) and traditional Chinese medicine (TCM) (electroacupuncture and tanshinone IIA) (103, 106), can increase the chance of survival by inhibiting the heterogeneous characteristics of Treg-induced immunosuppression. Alternatively, other studies have shown improved outcomes in sepsis by increasing the heterogeneous characteristics of Tregs to inhibit sepsis-induced SIRS through intervention strategies such as human recombinant cytokines (IL-38 and IL-7) (96, 97), blocking phenotypes or cytokines (CD28 and IL-3) (81, 95), nutrients (arginine and fiber cellulose) (108, 109), and others (bilirubin, ITK inhibitor, miR-126, maresin1, excretory-secretory products of Trichinella spiralis adult worms, and adipose-derived mesenchymal stem cell-derived exosomes) (19, 20, 70, 98, 99, 116), as well as even clinical therapeutics (enteral nutrition and pre-and post-dilution during continuous veno-venous hemofiltration) (22, 42, 119) and TCM (baicalin, rhubarb, Xuebijing injection, and curcumin) (21, 100, 104, 105). Establishment of sepsis models such as the “memory mouse” (57, 95), “two- or three-hit mouse” (70, 118), and “gene recombination mouse” models (78, 79, 94) have begun to shed light on additional heterogeneous immune characteristics in sepsis, including the presence of IL-10+ regulatory B cells (Bregs) and lipopolysaccharide-responsive beige-like anchor protein (LRBA)-deficient patients (97, 126, 127).

Treg Checkpoints in Sepsis

Multiple co-stimulatory molecules (CD28, CD27, OX40, and 4-1BB) (128130) and co-inhibitory receptors [B− and T−lymphocyte attenuator (BTLA), T cell immunoglobulin and mucin domain-containing-3 (TIM-3), CTLA-4, T cell immunoreceptor with immunoglobulin and ITIM domains (TIGIT), LAG-3, PD-1, and Nrp-12] (15, 50, 57, 77, 93, 131) that transmit various secondary signals play a pivotal role in the heterogeneous characteristics of Tregs and may contribute to Tregs-induced dysfunction of the whole immune system in sepsis, especially imbalanced Tregs/Tconvs (15, 7477, 83, 132, 133). Although the innate immune system is dominant in the early stage of sepsis, Tregs are thought to be the link between the innate and adaptive immune systems (37, 40).

The percentage of Tregs, OX40+ Tregs, and 4-1BB+ Tconvs were higher in the early stage of CAP-associated septic patients. The percentage of CD4+CD27+, CD4+CD28+, and CD4+OX40+ CD27-CD28- T cells were positively correlated with SOFA and predicted 28-day mortality, respectively (40). In addition, these data indicated that imbalanced expression of OX40 and 4-1BB may contribute to evaluate the imbalance of Tregs/Tconvs. The absolute number of CD4+TIM-3+, CD4+PD-1+, and CD4+CTLA-4+ T cells were positively correlated with the severity of sepsis, especially CD4+PD-1+ T cells, which may be a risk factor for sepsis (93). BTLA is a co-inhibitory receptor that is constitutively expressed on IL-10+Tregs, which can effectively inhibit the function of CD4+ T cells (15). BTLA expression on Tregs remained high in patients with sepsis, compared to healthy controls from day 1 to 7, especially in non-survivors (75). GPR174, a member of the G-protein-coupled receptor family, plays a negative role in the development and functionality of Tregs which is highly expressed on the surface of Tregs in the early stages of sepsis and closely associated with adverse sepsis outcomes (79). A decrease of Human Leukocyte Antigen‐DR (HLA‐DR) expression on monocytes has proved to be a reliable indicator of immunosuppression in sepsis (37, 41, 60). From day 1 to 28 after sepsis diagnosis, both Foxp3 and RORC, the specific transcription factor of Tregs and Th17 cells, respectively, were significantly more highly expressed in survivors than in non-survivors. The lack of a linear correlation with HLA-DR may be due to the influence of sample size and other patient-specific factors (60). Thymus Stromal Lymphopoietin (TSLP) has been identified as a crucial inflammatory cytokine in immune homeostasis and promoted Tregs differentiation (134). The percentage of IL-10+ Tregs significantly increased in septic patients with high TSLP levels (80). A comprehensive study on the expression of co-stimulatory molecules and co-inhibitory receptors in different stages of sepsis induced Tregs would contribute to the systematic understanding of Tregs in sepsis and help people identify the most effective immune checkpoints for Tregs.

Host-Dependent Treg Patterns in Sepsis

Compelling experimental and clinical evidence has indicated that sepsis is a multi-dimensional heterogeneous syndrome, which is reflected in the host’s variable immune responses (23, 135, 136). There is significant inter−study heterogeneity among a large number of sepsis-related studies: male sex, increased age, organ dysfunction acquired during ICU stay, recurrent sepsis, and presence of comorbidities are independently associated with increased sepsis−related mortality, especially in ICUs (2, 3, 137). Seymour and colleagues demonstrated that patients with the α phenotype (33%) have the lowest administration of a vasopressor; Patients with the β phenotype (27%) are the oldest age with the most chronic illness and renal dysfunction; Patients with the γ phenotype (27%) have the most inflammation and pulmonary dysfunction; Patients with the δ phenotype (n = 2667; 13%) have more liver dysfunction and septic shock. Their cumulative 28-day mortality rates are 5%, 24%, 13%, and 40%, respectively (135).

Studies of immune responses to sepsis usually exclude patients who have immune disorders or receive immunosuppressive medications (40, 76, 80); therefore, these studies do not fully reflect the heterogeneous characteristics of sepsis (91, 135). An increased Th17/Treg response throughout infection is most strongly associated with increased mortality among patients who are not immunocompromised; a decreased Th1/Treg response is most common among immunocompromised patients. Unexpectedly, patients who have immunocompromising comorbidities or take immunosuppressive medications do not have increased 90-day mortality, contrary to previous studies (138, 139). Immunocompromised patients with malignancies, especially those treated with chemotherapies that have adverse effects on immune function, have broadened the types and risks of drug-resistant multi-pathogenic infections (140). For example, systemic infection with Candida albicans (candidiasis) in tumor-bearing mice does not significantly increase the percentage of Tregs compared to the tumor group, but it significantly increases the proportion of Tregs in the spleen of the non-tumor bearing mouse. Surprisingly, systemic infection with C. albicans promotes the rapid growth of tumors, and the percentage of tumor-infiltrated Tregs in the tumor/candidiasis group is significantly higher than these in the tumor only group (64). This demonstrates that candidiasis could promote the growth of tumors by expanding Tregs: tumors and candidiasis promote each other through increased Treg activity. On the other hand, research on common variable immunodeficiency (CVID) and autoimmune diseases, both of which are characterized by loss of Treg function, show that the heterogeneity in sepsis due to host factors has become more prominent (127, 141). Autoimmune diseases are associated with a lower risk of 30-day death (27% reduction) for sepsis through a mechanism unrelated to the chronic immunomodulation medications (141). LRBA deficiency leads to different types of congenital immune deficiencies, such as CVID, autoimmune lymphoproliferative syndrome (ALPS) with recurrent infections, and even sepsis. Low expression of CTLA-4, Foxp3, and CD25 in LRBA-deficient patients leads to a partial loss of the regulatory effects of Tregs on T/B cell activation and causes an inappropriate increase in T and B cell activation (127).

Some evidence demonstrates that ICU-acquired infections contribute to the overall mortality of septic patients. Patients with septic shock who have secondary infections are at a 5.8 times higher risk of late-stage death than those without because of their unique immunosuppressive status, especially T cell exhaustion caused by aging and recurrent sepsis (2, 23, 52, 59, 142). In a clinically relevant cecal slurry (CS) induced model of recurrent sepsis, increased T cell exhaustion and poor prognosis (including reduced survival rate and body weight) was observed in aged (18-24 months old) compared with young (5 week old) female or male C57BL6/J mice. Their symptoms persisted for over 50 days and were associated with increased PD-1 expression on Tregs (59). Olaparib, a competitive PARP inhibitor used in the field of oncology that inhibits the binding of NAD+ to the catalytic sites of PARP, showed significant protective effects on cecal ligation perforation (CLP)-induced sepsis in young (8 weeks old) male adult mice compared with aged (72 week old) female mice (143). These age-and sex-selective protective models were associated with olaparib reducing the Treg and Th17 populations, and the Th17/Tregs ratio, by regulating intracellular miRNA levels (113).

In infants, especially preterm infants, early-onset sepsis (EOS) increases the risk of death or neurodevelopmental disorders (144). In a multi-centric clinical study of 326 neonatal intensive care units, 0.8% of infants suffered from EOS, where many factors reduced lymphocyte activation and the percentage of Tregs, including low Apgar score, caesarean delivery, small gestational age, prenatal antibiotic exposure, vitamin D deficiency, and positive maternal group B streptococcus screening results (145, 146). Intraperitoneal injection of Escherichia coli O55: B5 LPS in neonatal mice reduced survival and growth rates, including lung development, in a dose-dependent manner. These effects were associated with decreases in the percentage of anti-inflammatory CD4+TCRβ+Foxp3+ Tregs (86).

In addition, multiple clinical studies show that amplification of CD4+CD25+ Tregs and increased Foxp3 levels may increase risks of nosocomial infections or secondary infections in sepsis (61, 68, 147). Using a “two-hit” CLP model with intratracheal injection of Pseudomonas aeruginosa, which mimics clinical conditions of secondary infection, Hu et al. demonstrated that the absolute number of Foxp3+ Tregs in both spleen and lungs increased 24 hours after secondary P. aeruginosa infection. After injection of PC61 (depletion of Tregs via CD25), the absolute numbers of Tregs in the spleens and lungs of septic mice were reduced by 50% and 60%, respectively. Partial Treg depletion increased IL-17A, IL-1β, and IL-6 secretion, and decreased IL-10 secretion, in septic mice infected with P. aeruginosa, thereby reducing the bacterial load and lung injury, and improving 7-day survival (90). On the other hand, 8-week-old male C57 mice with simulated repeat infection by repeated subcutaneous injection of LPS were able to resist CLP-induced sepsis and hyper inflammatory response. These mice had an increased absolute number of Tregs and Th17 and decreased ratio of Th17/Tregs (88). However, ICU studies with critically ill lymphocytopenia patients suggested that the first three days of septic shock may be characterized by a skewed distribution of circulating innate lymphoid cells (ILC), with an excess of ILC1 and a lack of ILC3. At the same time, there was a significant decrease in the absolute number of circulating Tregs (37). These conflicting studies in both mice and humans highlight the heterogeneous nature of Tregs in sepsis that vary upon host conditions.

Tissue-Specific Treg Patterns in Sepsis

In addition to the role Tregs play in maintaining immune homeostasis in dedicated lymphoid tissues, these cells exist in other tissues such as the lung, liver, renal, muscle, brain and myocardium (73, 87, 98, 99, 102, 148). Many tissue-specific Treg functions go beyond our initial understanding of Tregs as immune inflammation-specific inhibitors (70, 99, 133). However, most previous interventional and observational studies on sepsis have focused on the functions and characteristics of Tregs in the peripheral circulation and spleen (41, 48, 76, 96, 101). Splenectomy improved 28- day survival in a secondary sepsis CLP mouse model from 62% to 92%, which was concurrent with the lower release of inflammatory cytokines (IL-6, CXCL-1, and MCP-1) and a 41% increase in Tregs within 48 hours (65). This indicates that induced circulating Tregs (iTregs), rather than natural Tregs (nTregs) originating in the spleen, may play a role in improving sepsis survival. Sepsis has tissue-specific pathophysiological characteristics due to anatomical and histological constraints: the structure, morphology, and composition of the vasculature system vary across different organs (149151). In mice infected with Pseudomonas aeruginosa, the absolute number of Foxp3+ Tregs in lung tissue increased nearly 2-fold on the third day, then gradually decreased and returned to normal on the seventh day. However, the absolute number of Foxp3+ Tregs in the spleen increased 1.6-fold on the third day and continued to increase (90).

Acute lung injury (ALI) or acute respiratory distress syndrome (ARDS) is a type of respiratory failure caused by trauma, infection (sepsis), or intoxication (152, 153). The pathophysiological mechanism of ALI/ARDS is characterized by rapid onset of widespread lung inflammation (87, 135, 154). A growing body of evidence shows that CD4+CD25+Foxp3+Tregs play a positive role in alleviating sepsis-induced rapid onset inflammation and improving the outcome of ALI/ARDS through both TGF-β-dependent and independent pathways (20, 22, 42, 81, 87, 98, 155). In a mouse model of sepsis-induced ALI, blocking HMGB1 or myeloid-specific PTEN KO (PTEN M-KO) increased TGF-β production, inhibited Rorγt and IL-17 expression, and promoted the β-catenin signalling pathway. The increased CD4+CD25+Foxp3+ Tregs in the lungs improved survival and weight outcomes. However, the opposite result was obtained with myeloid-specific β-catenin ablation (β-catenin M-KO). Furthermore, in vitro, the destruction of macrophage HMGB1/PTEN or activation of β-catenin significantly increased CD4+CD25+Foxp3+ Tregs (87). This also suggests that infiltration of macrophages could inhibit lung tissue-specific CD4+CD25+Foxp3+ Tregs via HMGB1/PTEN/β-catenin axis in sepsis-induced ALI.

The pathophysiology of sepsis-associated encephalopathy (SAE) is complex, multifactorial, and tissue-specific. Combining intertwined processes, SAE is promoted by countless alterations and dysfunctions resulting from the early and late stages of sepsis. Additionally, some patients experience chronic “sepsis brain” after sepsis recovery, such as inflammation, neuro-inflammation, oxidative stress, reduced brain metabolism, and injuries to the integrity of the blood brain barrier (BBB) (84, 156, 157). In the early stage of sepsis, some corresponding interventions are effective in alleviating the uncontrolled hyper-inflammatory (IL-1β, IL-6 IL-18, and TNF-α, etc.) and immune (CD3+CD4+ cells and CD3+CD8+ cells, etc.) responses associated with altering the BBB and amplifying the inflammatory responses of SAE (116, 156158). Mesenchymal Stem Cell (MSC)-derived exosomes significantly increased the percentage and absolute number of Tregs, which ameliorated brain injury in the early stage of sepsis by mitigating the hyper-inflammatory and immune responses (116). As sepsis management techniques continue to improve, SAE is characterized as chronic “sepsis brain”, which is associated with long-lasting cognitive deficits and psychological impairments such as anxiety and depression (159, 160). Using a CS-induced sepsis mouse model and focusing on chronic “sepsis brain”, Saito et al. demonstrated that infiltrated Tregs and Th2 cells attenuate SAE and alleviate SAE-induced mental disorders by resolving neuroinflammation in the chronic phase of sepsis (84).

Pathogen-Specific Treg Patterns in Sepsis

Many previous induced sepsis models focused on Gram-negative bacteria and their products, such as LPS (50, 51, 101, 103, 118, 121, 161). A recent experimental LPS-induced endotoxemia study in humans showed that pro-inflammatory Th1 (IFN-γ, IL-2, and TNFα) and Th17 (IL-17A) cells were suppressed, while the Tregs and their ability to produce anti-inflammatory IL-10 were not affected (162). In addition, glycolipids and diacylglycerols from Streptococcus pneumoniae, which cause high mortality in patients over 65-years-old, induced septic shock by activating invariant natural killer T cells (iNKT) and the hyper-inflammatory responses (66, 110, 163, 164). Tregs reduced the proliferation of iNKT and IL-4 secretion of iNKT induced by glycolipids (including bacterial-derived diacylglycerols). One striking observation was that Tregs significantly increased Foxp3 expression, inhibitory function, and IL-10 secretion after they contacted iNKT, especially in the presence of bacterial diacylglycerols (164). Recent evidence suggests that Streptococcus pneumoniae (including its components and live attenuated mutants) and pneumococcal infection may induce Treg proliferation and may be used in the treatment of asthma (165).

Graphene oxide (GO) is a single-atomic layered material composed of carbon with a variety of biomedical applications, such as gene delivery, stem cell differentiation, and cancer therapy (166). In addition, GO has been shown to be able to regulate innate and adaptive immune functions (92, 166, 167). In vivo, the administration of GO significantly improved diacylglycerols-induced septic shock and inhibited the capacity of diacylglycerols to induce iNKT-mediated trans-activation and cytokine production of innate and innate-like cells (such as dendritic cells, macrophages, and γδ T cells), which were associated with the ability to increase the amount of Foxp3+ Tregs via TGF-β (166). This shows that gut microbiota not only influences the gastrointestinal tract, but also supports immune cells in distal organ sites (168). In another example, dietary supplementation with nonfermentable fiber or high fiber (HF) cellulose altered the gut microbiota and positively impacted metabolic health to confer protection in sepsis models (109, 169). Supplementation with HF amplified the suppressive function of CD4+CD25+Foxp3+ Tregs, inhibited SIRS, and induced anergy in CD4+ T cells as compared to mice on a regular diet (109). These pieces of evidence also suggest that manipulating intestinal microbiota through dietary supplementation with fiber may have broader systemic effects on immune homeostasis by influencing the heterogeneity of CD4+CD25+Foxp3+ Tregs.

Fungi are involved in 20% of sepsis and Candida is the most commonly isolated pathogen (170, 171). Patients with malignancies and immunodeficiencies are more likely to develop Candida albicans infection that leads to candidiasis (171). C. albicans induces the production of tumor infiltrating and IL-10 producing Tregs through toll-like receptor (TLR) 2, which leads to immune escape (64, 172). Different degrees (such as 1,3-β-D-glucan -positive colonization and invasive candidiasis) of Candida have different effects on patients with abdominal sepsis. Decreased B and NK cell counts, and reduced IL-8 secretion appeared to be associated with a higher risk of subsequent candidiasis, rather than the heterogeneous characteristics of Tregs. In contrast, the risk stratification of candidiasis did not affect the heterogeneous characteristics of Tregs in patients with abdominal sepsis (173).

Time-Dependent Treg Patterns in Sepsis

Considering the various failures of clinical trials targeting hyper-inflammatory mediators (especially IL-1β and TNF-α) and the fact that most septic patients who survive the acute stage of hyper-immune and inflammatory responses are burdened by secondary infections, it is necessary to perform basic and translational studies to understand the long-term post-sepsis immune perturbations (26, 27, 45, 46). The heterogeneous characteristics of Tregs are constantly changing over the course of sepsis. In the early stage of sepsis there is no difference in the percentage of Tregs in total CD4+ T cells between future sepsis survivors and non-survivors. However, non-survivors had a lower absolute number of Tregs compared to survivors. At the later stage of sepsis (after 3 days), the absolute number of Tregs increased, while the percentage of Tregs decreased in survivors. Although the absolute number of Tregs increased, the percentage of Tregs progressively increased in non-survivors. Moreover, survivors had a lower percentage of Tregs and a higher absolute number of Tregs (69, 75, 138). During the early stage of sepsis, especially with organs injuries caused by hyper-inflammatory responses (such as ALI, AKI, ALF, etc.), increasing the proportion and absolute number of Tregs is critical to restore immune-inflammatory homeostasis, and reduce tissue damage and organs injury. Animals depleted of Tregs at this stage are unable to resolve SIRS and die from extensive tissue damage and MODS (20, 21, 70, 81, 98, 104, 108, 174).

Evidence from gene knock-out (KO) mice with sepsis induced by LPS or CLP illustrates that Tregs play a crucial role in inhibiting SIRS and ameliorating acute organs injury in the early stage of sepsis (7779, 87, 94). Gpr174 deficiency in Tregs promoted the expression of CTLA-4 and the secretion of IL-10 in CD4+CD25+Foxp3+Tregs but the expression and percentage of PD-1 and Foxp3 was not affected. In Gpr174-KO mice induced by LPS or CLP to simulate sepsis, the induction of M2 macrophages in the early stage was Treg dependent and Gpr174-deficient Tregs protected mice from sepsis-induced ALI and improved survival by promoting M2 macrophage polarization (79).

The peritoneal contamination and infection (PCI) mouse model, which is consistent with secondary infections in post-septic patients, induced an increase in Bregs but did not induce a lasting increase in Treg absolute number in the spleens from 1 week to 3.5 months after sepsis induction (97). Since the absolute number of Foxp3+ Tregs in the lung tissues of CLP-induced septic mice increased nearly two-fold on the third day and returned to normal levels on the seventh day, mice were susceptible to intratracheal injection of Pseudomonas aeruginosa for 3 days, but not for 7 days (90). This suggests that Tregs have different functions at different stages of sepsis and contribute to secondary P. aeruginosa infection. In a study with Xuebijing Injection, which contains 5 Chinese medicine herbal extracts, mice were injected once/day for 5 days after CLP. Septic mice had significantly improved 7-day survival and reduced acute organ injury, which is associated with stimulated IL-10+ Foxp3+ Tregs, inhibited Th17 differentiation, and decreased Th17/Tregs (104). Some TCM, such as rhubarb, have a bidirectional regulatory effect on the heterogeneity of Tregs over time and improve the prognosis of sepsis by increasing the proportion of Tregs in the early stage and decreasing it in the late stage, although the specific molecular mechanism of their effect is not clear (100). Although these results are contradictory, they do imply that Foxp3+ Tregs play an important role in amending early, late, and even long-term immune disturbances after sepsis.

Limitations of Treg Models in Sepsis

While most of the data discussed in this review comes from animal models, their limitations must be acknowledged. Most previous experiments related to sepsis were induced by CLP or LPS, where researchers used inbred mice under a specific pathogen-free (SPF) experimental environment. These methods do not fully conform to clinical heterogeneity and often do not inform the treatment of sepsis in humans (50, 51, 101, 103, 118, 121, 161, 175). In fact, changes in the heterogeneity of Tregs in induced sepsis animal models do not fully reflect clinical sepsis or are even opposite to patients’ results (51, 75). Although LPS induction is a frequently used sepsis model, mice and other rodents are much less sensitive to LPS than humans. Thus, a 106 times higher (1-25 mg/kg) dose is required for mice compared to humans, who only need 2-4 ng/kg to induce SIRS (124, 162, 176). Furthermore, in most current experiments using LPS, the regimens and dosages of LPS vary widely among different mouse strains, animal ages, and animal facilities (23, 70, 87, 98, 109, 117, 118). For example, BALB/c mice induced by intraperitoneal injection of LPS (0.2 μg/g of body weight or 5 μg/mouse per day) for 5 consecutive days, showed significant decreases of CD4+, CD8+, CD3z+, and CD19+ cells and an increase of the percentage of CD25+Foxp3+ Tregs, accompanied with increased production of IL-6, TNF-α, and IL-18 in the serum. These results are consistent with the co-existence of SIRS and CARS observed in the early stage of septic patients (4, 15, 26, 4551, 118). In a cross-design placebo-controlled study of 20 healthy male volunteers who received intravenous LPS (0.8 ng/kg body weight), their circulating neutrophils significantly increased. Additionally, the absolute numbers of CD3+, CD4+, and CD8+ T cells decreased 2 hours after LPS injection. In contrast, the frequency of Tregs and their ability to produce IL-10 did not change (162).

In the CLP model, the cecum of immunocompetent mice is sutured and then punctured to cause spillage of cecal contents into the peritoneum, which creates a life-threatening infection characterized by physical disorders (such as septic shock and acute organ failure) and ultimately death (99, 106, 161). Unfortunately, the precise composition of cecal contents that participates in the infection process is variable and has not been adequately evaluated in the case of acute organ failure (175). To compensate, some investigators tried to adopt intraperitoneal injection of stool suspension or CS, or endotracheal injection of a predetermined pathogen (such as Klebsiella pneumonia and Staphylococcus aureus, etc.) (59, 67, 97). The “two-hit” model was used to mimic clinical conditions of secondary infection, but different regimens yielded surprisingly different results (57, 70, 83, 90, 97).

Due to their relatively stable genetic uniformity, inbred BALB/c and C57BL/6 mice are most frequently used in sepsis-related studies (47, 59, 65, 70, 83, 86, 98, 118, 177). Nevertheless, researchers are beginning to emphasize the importance of using genetically heterogeneous organisms in experiments since they can better simulate the heterozygosity of humans, especially in multi-dimensional heterogeneous syndromes such as sepsis (19, 23, 67, 85, 100, 135, 136). BALB/c (inbred) and CD-1 (outbred) mice underwent unilateral femoral fracture, splenectomy, and hemorrhagic shock, with increased circulating granulocytes (LY6G+CD11+) in both strains at 24 and 48 hours later. However, CD8+ T cells decreased by 30% within 48h only in BALB/c mice. Circulating CD4+CD25+CD127low Tregs and lymphocytes (CD11B-LY6G-MHC-2+) were always at least 1.5-fold higher in BALB/c mice, while MHC-2 expression in bone marrow decreased in CD-1 mice. In addition, BALB/c mice expressed higher levels of circulatory CD4+CD25+CD127low Tregs and MHC-2+ lymphocytes, compared to CD-1 mice (178).

Based on the high heterogeneity of Tregs observed in clinical sepsis patient samples, we suggest that sepsis animal models should be designed to mimic this heterogeneity. For example, new sepsis models could be designed by guidance from both clinical sepsis patient characteristic and Treg immune checkpoints. Some experimental models of sepsis such as the “memory mouse” (57, 95), “two- or three-hit mouse” (70, 118), and “gene recombination mouse” models (78, 79, 94) have begun to move the field closer to more relevant sepsis models.

Therapeutic Interventions Targeting Tregs

Several lines of evidence from experimental studies suggest that Tregs can be the target for therapeutic interventions. Deletion of Treg Notch4 gene with anti-Notch4 immunization in rodents normalizes dysregulated innate immunity to reduce morbidity and mortality (179). Lymphocyte-deficient recombinase activating gene-1 knockout mice exhibit impairments in lung injury healing. It has been found that administering isolated Tregs in a model of lung injury helps improve recovery (180). Depletion of Foxp3-positive Tregs from proliferating alveolar cells in a rodent model led to a decrease in epithelial proliferation (181). Such observations suggest that there are several pathways to explore regarding the therapeutic role of Tregs in sepsis. Moreover, Th17/Treg ratio alterations in favor of Th17 also have implications for therapeutic utility for lung injury and acute respiratory distress syndrome (182, 183).

Discussion

Sepsis remains the leading cause of death in ICUs due to the progress of aging, numerous chronic comorbidities (diabetes, malignancies, autoimmune diseases, etc.), multi-drug resistant bacterial pathogens caused by excessive use of antibiotics, repeated secondary infections and other factors. The main pathologic mechanism of sepsis-induced immunosuppression is not completely understood. Furthermore, systematic, standardized clinical treatment for sepsis-induced immunosuppression is lacking. Therefore, there is an urgent need for a better understanding of the pathophysiological mechanisms of sepsis. New approaches to identify biological targets and checkpoints for detection, assessment, and management must be developed. Research that is emerging from the study of COVID-19 is likely to further inform scientists about the roles of Tregs in sepsis. In COVID-19 patients, Tregs are reported to behave variably. Whereas some studies have reported decreases in Tregs in COVID-19 patients (184, 185), others have reported increases in Tregs in COVID-19 patients (186, 187). An imbalance in the Treg/Th17 ratio in COVID-19 patients may increase the risk of respiratory failure (74, 188). Overall, to improve sepsis symptoms through the regulation of Tregs, it is necessary to find the optimal balance point for Tregs to play a role in sepsis. Researchers should not only take into account the heterogeneous characteristics of Tregs, but also the characteristics and organ/tissue-specific patterns of the host, the multi-dimensional heterogeneous syndrome of sepsis, the different types of pathogenic organisms, and even different types of laboratory research models and clinical research methods.

Funding

This work was supported by the National Natural Science Foundation of China (No. 81871593, 81701931), and the National Natural Science Foundation of Tianjin (No. 18JCQNJC10500).

Publisher’s Note

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.

Statements

Author contributions

Conceptualization, Y-lG, YY, and Y-fC. Writing—original draft preparation, Y-lG, YY, XZ, FC, X-lM, X-sC, C-lW, and Y-cL. Writing—review and editing, Y-lG, Y-fC, and XT. Supervision, S-tS, Y-fC, and Y-lG. Funding acquisition, Y-lG and Y-fC. All authors have read and agreed to the published version of the manuscript.

Acknowledgments

We thank prof. Shu-Zhang Cui of Tianjin Medical University General Hospital for the help with the experimental design.

Conflict of interest

XT was employed by Beijing Qiansong Technology Development Company.

The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.

References

  • 1

    RuddKEJohnsonSCAgesaKMShackelfordKATsoiDKievlanDRet al. Global, Regional, and National Sepsis Incidence and Mortality, 1990–2017: Analysis for the Global Burden of Disease Study. Lancet (2020) 395(10219):200–11. doi: 10.1016/S0140-6736(19)32989-7

  • 2

    XieJWangHKangYZhouLLiuZQinBet al. The Epidemiology of Sepsis in Chinese ICUs: A National Cross-Sectional Survey. Crit Care Med (2020) 48(3):e209–e18. doi: 10.1097/CCM.0000000000004155

  • 3

    WengLZengXYYinPWangLJWangCYJiangWet al. Sepsis-Related Mortality in China: A Descriptive Analysis. Intensive Care Med (2018) 44(7):1071–80. doi: 10.1007/s00134-018-5203-z

  • 4

    RhodesAEvansLEAlhazzaniWLevyMMAntonelliMFerrerRet al. Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock: 2016. Intensive Care Med (2017) 43(3):304–77. doi: 10.1007/s00134-017-4683-6

  • 5

    WeissSLPetersMJAlhazzaniWAgusMSDFloriHRInwaldDPet al. Surviving Sepsis Campaign International Guidelines for the Management of Septic Shock and Sepsis-Associated Organ Dysfunction in Children. Pediatr Crit Care Med (2020) 21(2):e52106. doi: 10.1097/PCC.0000000000002198

  • 6

    KarakikeEKyriazopoulouETsangarisIRoutsiCVincentJLGiamarellos-BourboulisEJ. The Early Change of SOFA Score as a Prognostic Marker of 28-Day Sepsis Mortality: Analysis Through a Derivation and a Validation Cohort. Crit Care (2019) 23(1):387. doi: 10.1186/s13054-019-2665-5

  • 7

    De WaeleJJAkovaMAntonelliMCantonRCarletJDe BackerDet al. Antimicrobial Resistance and Antibiotic Stewardship Programs in the ICU: Insistence and Persistence in the Fight Against Resistance. A Position Statement From ESICM/ESCMID/WAAAR Round Table on Multi-Drug Resistance. Intensive Care Med (2018) 44(2):189–96. doi: 10.1007/s00134-017-5036-1

  • 8

    KleinLRobeyEAHsiehC-S. Central CD4+ T Cell Tolerance: Deletion Versus Regulatory T Cell Differentiation. Nat Rev Immunol (2018) 19(1):718. doi: 10.1038/s41577-018-0083-6

  • 9

    von KnethenAHeinickeUWeigertAZacharowskiKBruneB. Histone Deacetylation Inhibitors as Modulators of Regulatory T Cells. Int J Mol Sci (2020) 21(7):2356. doi: 10.3390/ijms21072356

  • 10

    SakaguchiSTodaMAsanoMItohMMorseSSSakaguchiN. T Cell-Mediated Maintenance of Natural Self-Tolerance: Its Breakdown as a Possible Cause of Various Autoimmune Diseases. J Autoimmun (1996) 9(2):211–20. doi: 10.1006/jaut.1996.0026

  • 11

    RamsdellFRudenskyAY. Foxp3: A Genetic Foundation for Regulatory T Cell Differentiation and Function. Nat Immunol (2020) 21(7):708–9. doi: 10.1038/s41590-020-0694-5

  • 12

    CortezJTMontautiEShifrutEGatchalianJZhangYShakedOet al. CRISPR Screen in Regulatory T Cells Reveals Modulators of Foxp3. Nature (2020) 582(7812):416–20. doi: 10.1038/s41586-020-2246-4

  • 13

    TaturaRZeschnigkMHansenWSteinmannJVidigalPGHutzlerMet al. Relevance of Foxp3(+) Regulatory T Cells for Early and Late Phases of Murine Sepsis. Immunology (2015) 146(1):144–56. doi: 10.1111/imm.12490

  • 14

    YaoRQRenCWangJNWuGSZhuXMXiaZFet al. Publication Trends of Research on Sepsis and Host Immune Response During 1999-2019: A 20-Year Bibliometric Analysis. Int J Biol Sci (2020) 16(1):2737. doi: 10.7150/ijbs.37496

  • 15

    McBrideMAPatilTKBohannonJKHernandezASherwoodERPatilNK. Immune Checkpoints: Novel Therapeutic Targets to Attenuate Sepsis-Induced Immunosuppression. Front Immunol (2020) 11:624272. doi: 10.3389/fimmu.2020.624272

  • 16

    PoujolFMonneretGGallet-GoriusEPachotATextorisJVenetF. Ex Vivo Stimulation of Lymphocytes With IL-10 Mimics Sepsis-Induced Intrinsic T-Cell Alterations. Immunol Invest (2018) 47(2):154–68. doi: 10.1080/08820139.2017.1407786

  • 17

    GeorgeJAParkSOChoiJYUyangaaEEoSK. Double-Faced Implication of CD4(+) Foxp3(+) Regulatory T Cells Expanded by Acute Dengue Infection via TLR2/MyD88 Pathway. Eur J Immunol (2020) 50(7):1000–18. doi: 10.1002/eji.201948420

  • 18

    OnoSKimuraAHirakiSTakahataRTsujimotoHKinoshitaMet al. Removal of Increased Circulating CD4+CD25+Foxp3+ Regulatory T Cells in Patients With Septic Shock Using Hemoperfusion With Polymyxin B-Immobilized Fibers. Surgery (2013) 153(2):262–71. doi: 10.1016/j.surg.2012.06.023

  • 19

    ZouQYangMYuMLiuC. Influences of Regulation of miR-126 on Inflammation,Th17/Treg Subpopulation Differentiation, and Lymphocyte Apoptosis Through Caspase Signaling Pathway in Sepsis. Inflammation (2020) 43(6):2287–300. doi: 10.1007/s10753-020-01298-7

  • 20

    XiaHWangFWangMWangJSunSChenMet al. Maresin1 Ameliorates Acute Lung Injury Induced by Sepsis Through Regulating Th17/Treg Balance. Life Sci (2020) 254:117773. doi: 10.1016/j.lfs.2020.117773

  • 21

    LiuPXiaoZYanHLuXZhangXLuoLet al. Baicalin Suppresses Th1 and Th17 Responses and Promotes Treg Response to Ameliorate Sepsis-Associated Pancreatic Injury via the RhoA-ROCK Pathway. Int Immunopharmacol (2020) 86:106685. doi: 10.1016/j.intimp.2020.106685

  • 22

    SunJKZhangWHChenWXWangXMuXW. Effects of Early Enteral Nutrition on Th17/Treg Cells and IL-23/IL-17 in Septic Patients. World J Gastroenterol (2019) 25(22):2799–808. doi: 10.3748/wjg.v25.i22.2799

  • 23

    HeWXiaoKXuJGuanWXieSWangKet al. Recurrent Sepsis Exacerbates CD4(+) T Cell Exhaustion and Decreases Antiviral Immune Responses. Front Immunol (2021) 12:627435. doi: 10.3389/fimmu.2021.627435

  • 24

    CoopersmithCMDe BackerDDeutschmanCSFerrerRLatIMachadoFRet al. Surviving Sepsis Campaign: Research Priorities for Sepsis and Septic Shock. Intensive Care Med (2018) 44(9):1400–26. doi: 10.1007/s00134-018-5175-z

  • 25

    BoneRCBalkRACerraFBDellingerRPFeinAMKnausWAet al. Definitions for Sepsis and Organ Failure and Guidelines for the Use of Innovative Therapies in Sepsis. The ACCP/SCCM Consensus Conference Committee. American College of Chest Physicians/Society of Critical Care Medicine. Chest (1992) 101(6):1644–55. doi: 10.1378/chest.101.6.1644

  • 26

    HotchkissRSMonneretGPayenD. Sepsis-Induced Immunosuppression: From Cellular Dysfunctions to Immunotherapy. Nat Rev Immunol (2013) 13(12):862–74. doi: 10.1038/nri3552

  • 27

    PoutsiakaDDPortoMCPerryWAHudcovaJTyborDJHadleySet al. Prospective Observational Study Comparing Sepsis-2 and Sepsis-3 Definitions in Predicting Mortality in Critically Ill Patients. Open Forum Infect Dis (2019) 6(7):ofz271. doi: 10.1093/ofid/ofz271

  • 28

    RaithEPUdyAABaileyMMcGloughlinSMacIsaacCBellomoRet al. Prognostic Accuracy of the SOFA Score, SIRS Criteria, and qSOFA Score for In-Hospital Mortality Among Adults With Suspected Infection Admitted to the Intensive Care Unit. JAMA (2017) 317(3):290300. doi: 10.1001/jama.2016.20328

  • 29

    SingerMDeutschmanCSSeymourCWShankar-HariMAnnaneDBauerMet al. The Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA (2016) 315(8):801–10. doi: 10.1001/jama.2016.0287

  • 30

    SeymourCWLiuVXIwashynaTJBrunkhorstFMReaTDScheragAet al. Assessment of Clinical Criteria for Sepsis: For the Third International Consensus Definitions for Sepsis and Septic Shock (Sepsis-3). JAMA (2016) 315(8):762–74. doi: 10.1001/jama.2016.0288

  • 31

    LiuYCLuoYYZhangXShouSTGaoYLLuBet al. Quick Sequential Organ Failure Assessment as a Prognostic Factor for Infected Patients Outside the Intensive Care Unit: A Systematic Review and Meta-Analysis. Intern Emerg Med (2019) 14(4):603–15. doi: 10.1007/s11739-019-02036-0

  • 32

    EvansLRhodesAAlhazzaniWAntonelliMCoopersmithCMFrenchCet al. Surviving Sepsis Campaign: International Guidelines for Management of Sepsis and Septic Shock 2021. Crit Care Med (2021) 49(11):e1063–143. doi: 10.1097/CCM.0000000000005337

  • 33

    KellumJAPikeFYealyDMHuangDTShapiroNIAngusDCet al. Relationship Between Alternative Resuscitation Strategies, Host Response and Injury Biomarkers, and Outcome in Septic Shock: Analysis of the Protocol-Based Care for Early Septic Shock Study. Crit Care Med (2017) 45(3):438–45. doi: 10.1097/CCM.0000000000002206

  • 34

    OnoSTsujimotoHHirakiSAosasaS. Mechanisms of Sepsis-Induced Immunosuppression and Immunological Modification Therapies for Sepsis. Ann Gastroenterol Surg (2018) 2(5):351–8. doi: 10.1002/ags3.12194

  • 35

    SchmoeckelKMrochenDMHuhnJPotschkeCBrokerBM. Polymicrobial Sepsis and Non-Specific Immunization Induce Adaptive Immunosuppression to a Similar Degree. PloS One (2018) 13(2):e0192197. doi: 10.1371/journal.pone.0192197

  • 36

    HotchkissRSKarlIE. The Pathophysiology and Treatment of Sepsis. N Engl J Med (2003) 348(2):138–50. doi: 10.1056/NEJMra021333

  • 37

    CarvelliJPiperoglouCBourenneJFarnarierCBanzetNDemerleCet al. Imbalance of Circulating Innate Lymphoid Cell Subpopulations in Patients With Septic Shock. Front Immunol (2019) 10:2179. doi: 10.3389/fimmu.2019.02179

  • 38

    RheeCDantesREpsteinLMurphyDJSeymourCWIwashynaTJet al. Incidence and Trends of Sepsis in US Hospitals Using Clinical vs Claims Data, 2009-2014. JAMA (2017) 318(13):1241–9. doi: 10.1001/jama.2017.13836

  • 39

    SeymourCWGestenFPrescottHCFriedrichMEIwashynaTJPhillipsGSet al. Time to Treatment and Mortality During Mandated Emergency Care for Sepsis. N Engl J Med (2017) 376(23):2235–44. doi: 10.1056/NEJMoa1703058

  • 40

    LuYAnLLiuQLiC. Expression and Clinical Correlations of Costimulatory Molecules on Peripheral T Lymphocyte Subsets of Early-Stage Severe Sepsis: A Prospective Observational Study. Shock (2018) 49(6):631–40. doi: 10.1097/SHK.0000000000001017

  • 41

    YouBZhangYLLuoGXDangYMJiangBHuangGTet al. Early Application of Continuous High-Volume Haemofiltration can Reduce Sepsis and Improve the Prognosis of Patients With Severe Burns. Crit Care (2018) 22(1):173. doi: 10.1186/s13054-018-2095-9

  • 42

    LiuYZhaoWChenWShenXFuRZhaoYet al. Effects of Early Enteral Nutrition on Immune Function and Prognosis of Patients With Sepsis on Mechanical Ventilation. J Intensive Care Med (2020) 35(10):1053–61. doi: 10.1177/0885066618809893

  • 43

    YangXYSongJHouSKFanHJLvQLiuZQet al. Ulinastatin Ameliorates Acute Kidney Injury Induced by Crush Syndrome Inflammation by Modulating Th17/Treg Cells. Int Immunopharmacol (2020) 81:106265. doi: 10.1016/j.intimp.2020.106265

  • 44

    AntonakosNTsaganosTOberleVTsangarisILadaMPistikiAet al. Decreased Cytokine Production by Mononuclear Cells After Severe Gram-Negative Infections: Early Clinical Signs and Association With Final Outcome. Crit Care (2017) 21(1):48. doi: 10.1186/s13054-017-1625-1

  • 45

    DonnellyJPHohmannSFWangHE. Unplanned Readmissions After Hospitalization for Severe Sepsis at Academic Medical Center-Affiliated Hospitals. Crit Care Med (2015) 43(9):1916–27. doi: 10.1097/CCM.0000000000001147

  • 46

    HotchkissRSColstonEYendeSCrouserEDMartinGSAlbertsonTet al. Immune Checkpoint Inhibition in Sepsis: A Phase 1b Randomized Study to Evaluate the Safety, Tolerability, Pharmacokinetics, and Pharmacodynamics of Nivolumab. Intensive Care Med (2019) 45(10):1360–71. doi: 10.1007/s00134-019-05704-z

  • 47

    GaoYLiLLiuYLiWWangZShouSet al. [Effect of Semaphorin-3A on the Cellular Stability of CD4(+)CD25(+) Regulatory T Cells Induced by Lipopolysaccharide]. Zhonghua Wei Zhong Bing Ji Jiu Yi Xue (2020) 32(12):1454–60. doi: 10.3760/cma.j.cn121430-20200706-00501

  • 48

    GaoYWangCWangZLiWLiuYShouSet al. Semaphorin 3A Contributes to Sepsis−Induced Immunosuppression by Impairing CD4+ T Cell Anergy. Mol Med Rep (2021) 23(4):302. doi: 10.3892/mmr.2021.11941

  • 49

    von DachEAlbrichWCBrunelA-SPrendkiVCuvelierCFluryDet al. Effect of C-Reactive Protein–Guided Antibiotic Treatment Duration, 7-Day Treatment, or 14-Day Treatment on 30-Day Clinical Failure Rate in Patients With Uncomplicated Gram-Negative Bacteremia. JAMA (2020) 323(21):2160–9. doi: 10.1001/jama.2020.6348

  • 50

    GaoY-LWangC-XWangZ-YLiW-JLiuY-CShouS-Tet al. Targeting Neuropilin-1 Suppresses the Stability of CD4 CD25 Regulatory T Cells via the NF-κb Signaling Pathway in Sepsis. Infect Immun (2021) 89(2):e00399–20. doi: 10.1128/IAI.00399-20

  • 51

    MartinANAlexander-MillerMYozaBKVachharajaniVMcCallCE. Sirtuin1 Targeting Reverses Innate and Adaptive Immune Tolerance in Septic Mice. J Immunol Res (2018) 2018:2402593. doi: 10.1155/2018/2402593

  • 52

    DaviaudFGrimaldiDDechartresACharpentierJGeriGMarinNet al. Timing and Causes of Death in Septic Shock. Ann Intensive Care (2015) 5(1):16. doi: 10.1186/s13613-015-0058-8

  • 53

    OlonisakinTFSuberTGonzalez-FerrerSXiongZPeñalozaHFvan der GeestRet al. Stressed Erythrophagocytosis Induces Immunosuppression During Sepsis Through Heme-Mediated STAT1 Dysregulation. J Clin Invest (2021) 131(1):e137468. doi: 10.1172/JCI137468

  • 54

    ZhangHXuCFRenCWuTTDongNYaoYM. Novel Role of P53 in Septic Immunosuppression: Involvement in Loss and Dysfunction of CD4+ T Lymphocytes. Cell Physiol Biochem (2018) 51(1):452–69. doi: 10.1159/000495241

  • 55

    ChenCWXueMZhangWXieJCoopersmithCMFordML. 2B4 But Not PD-1 Blockade Improves Mortality in Septic Animals With Preexisting Malignancy. JCI Insight (2019) 4(22):e127867. doi: 10.1172/jci.insight.127867

  • 56

    ChenC-WMittalRKlingensmithNJBurdEMTerhorstCMartinGSet al. Cutting Edge: 2b4-Mediated Coinhibition of CD4+ T Cells Underlies Mortality in Experimental Sepsis. J Immunol (2017) 199(6):1961–6. doi: 10.4049/jimmunol.1700375

  • 57

    SunYAnyalebechiJCSunHYumotoTXueMLiuDet al. Anti-TIGIT Differentially Affects Sepsis Survival in Immunologically Experienced Versus Previously Naive Hosts. JCI Insight (2021) 6(5):e141245. doi: 10.1172/jci.insight.141245

  • 58

    ChangKCBurnhamC-AComptonSMRascheDPMazuskiRJMcDonoughJSet al. Blockade of the Negative Co-Stimulatory Molecules PD-1 and CTLA-4 Improves Survival in Primary and Secondary Fungal Sepsis. Crit Care (London England) (2013) 17(3):R85. doi: 10.1186/cc12711

  • 59

    SaitoMInoueSYamashitaKKakejiYFukumotoTKotaniJ. IL-15 Improves Aging-Induced Persistent T Cell Exhaustion in Mouse Models of Repeated Sepsis. Shock (2020) 53(2):228–35. doi: 10.1097/SHK.0000000000001352

  • 60

    XuJLiJXiaoKZouSYanPXieXet al. Dynamic Changes in Human HLA-DRA Gene Expression and Th Cell Subsets in Sepsis: Indications of Immunosuppression and Associated Outcomes. Scand J Immunol (2020) 91(1):e12813. doi: 10.1111/sji.12813

  • 61

    LandelleCLepapeAVoirinNTognetEVenetFBoheJet al. Low Monocyte Human Leukocyte Antigen-DR is Independently Associated With Nosocomial Infections After Septic Shock. Intensive Care Med (2010) 36(11):1859–66. doi: 10.1007/s00134-010-1962-x

  • 62

    YendeSKellumJATalisaVBPeck PalmerOMChangCHFilbinMRet al. Long-Term Host Immune Response Trajectories Among Hospitalized Patients With Sepsis. JAMA Netw Open (2019) 2(8):e198686. doi: 10.1001/jamanetworkopen.2019.8686

  • 63

    FranekovaJProtusMKieslichovaEBrezinaAKomrskovaJVymetalikJet al. Changes in Sepsis Biomarkers After Immunosuppressant Administration in Transplant Patients. Mediators Inflammation (2021) 2021:8831659. doi: 10.1155/2021/8831659

  • 64

    AhmadiNAhmadiAKheiraliEHossein YadegariMBayatMShajieiAet al. Systemic Infection With Candida Albicans in Breast Tumor Bearing Mice: Cytokines Dysregulation and Induction of Regulatory T Cells. J Mycol Med (2019) 29(1):4955. doi: 10.1016/j.mycmed.2018.10.006

  • 65

    DrechslerSZipperleJRademannPJafarmadarMKlotzABahramiSet al. Splenectomy Modulates Early Immuno-Inflammatory Responses to Trauma-Hemorrhage and Protects Mice Against Secondary Sepsis. Sci Rep (2018) 8(1):14890. doi: 10.1038/s41598-018-33232-1

  • 66

    WesterALDunlopOMelbyKKDahleURWyllerTB. Age-Related Differences in Symptoms, Diagnosis and Prognosis of Bacteremia. BMC Infect Dis (2013) 13:346. doi: 10.1186/1471-2334-13-346

  • 67

    LiL-LDaiBSunY-HZhangT-T. The Activation of IL-17 Signaling Pathway Promotes Pyroptosis in Pneumonia-Induced Sepsis. Ann Trans Med (2020) 8(11):674–. doi: 10.21037/atm-19-1739

  • 68

    de RoquetailladeCMansouriSBrumptCNeuwirthMVoicuSLe DorzeMet al. Comparison of Circulating Immune Cells Profiles and Kinetics Between Coronavirus Disease 2019 and Bacterial Sepsis. Crit Care Med (2021) 49(10):1717–25. doi: 10.1097/CCM.0000000000005088

  • 69

    BomansKSchenzJSztwiertniaISchaackDWeigandMAUhleF. Sepsis Induces a Long-Lasting State of Trained Immunity in Bone Marrow Monocytes. Front Immunol (2018) 9:2685. doi: 10.3389/fimmu.2018.02685

  • 70

    TranDTJeongYYKimJMBaeHBSonSKKwakSH. The Anti-Inflammatory Role of Bilirubin on “Two-Hit” Sepsis Animal Model. Int J Mol Sci (2020) 21(22):8650. doi: 10.3390/ijms21228650

  • 71

    LuoCTLiMO. Transcriptional Control of Regulatory T Cell Development and Function. Trends Immunol (2013) 34(11):531–9. doi: 10.1016/j.it.2013.08.003

  • 72

    ZemmourDZilionisRKinerEKleinAMMathisDBenoistC. Single-Cell Gene Expression Reveals a Landscape of Regulatory T Cell Phenotypes Shaped by the TCR. Nat Immunol (2018) 19(3):291301. doi: 10.1038/s41590-018-0051-0

  • 73

    WingJBTanakaASakaguchiS. Human FOXP3(+) Regulatory T Cell Heterogeneity and Function in Autoimmunity and Cancer. Immunity (2019) 50(2):302–16. doi: 10.1016/j.immuni.2019.01.020

  • 74

    YinFXiYLWangYLiBRQianJRenHet al. The Clinical Outcomes and Biomarker Features of Severe Sepsis/Septic Shock With Severe Neutropenia: A Retrospective Cohort Study. Transl Pediatr (2021) 10(3):464–73. doi: 10.21037/tp-20-230

  • 75

    LiuQLuYAnLLiCS. B- and T-Lymphocyte Attenuator Expression on Regulatory T-Cells in Patients With Severe Sepsis. Chin Med J (Engl) (2018) 131(21):2637–9. doi: 10.4103/0366-6999.244104

  • 76

    JiangWLiXDingHWangKLiuXWangQet al. PD-1 in Tregs Predicts the Survival in Sepsis Patients Using Sepsis-3 Criteria: A Prospective, Two-Stage Study. Int Immunopharmacol (2020) 89(Pt A):107175. doi: 10.1016/j.intimp.2020.107175

  • 77

    LouJSWangJFFeiMMZhangYWangJGuoYet al. Targeting Lymphocyte Activation Gene 3 to Reverse T-Lymphocyte Dysfunction and Improve Survival in Murine Polymicrobial Sepsis. J Infect Dis (2020) 222(6):1051–61. doi: 10.1093/infdis/jiaa191

  • 78

    FayKTChihadeDBChenCWKlingensmithNJLyonsJDRamonellKet al. Increased Mortality in CD43-Deficient Mice During Sepsis. PloS One (2018) 13(9):e0202656. doi: 10.1371/journal.pone.0202656

  • 79

    QiuDChuXHuaLYangYLiKHanYet al. Gpr174-Deficient Regulatory T Cells Decrease Cytokine Storm in Septic Mice. Cell Death Dis (2019) 10(3):233. doi: 10.1038/s41419-019-1462-z

  • 80

    YuQLiYWangHXiongH. TSLP Induces a Proinflammatory Phenotype in Circulating Innate Cells and Predicts Prognosis in Sepsis Patients. FEBS Open Bio (2019) 9(12):2137–48. doi: 10.1002/2211-5463.12746

  • 81

    ZhaoJLiuYHuJNPengMDongNZhuXMet al. Autocrine Regulation of Interleukin-3 in the Activity of Regulatory T Cells and its Effectiveness in the Pathophysiology of Sepsis. J Infect Dis (2021) 223(5):893904. doi: 10.1093/infdis/jiaa441

  • 82

    XuTZhaoJWangXMengYZhaoZBaoRet al. CXCL4 Promoted the Production of CD4(+)CD25(+)FOXP3(+)treg Cells in Mouse Sepsis Model Through Regulating STAT5/FOXP3 Pathway. Autoimmunity (2020) 53(5):289–96. doi: 10.1080/08916934.2020.1777283

  • 83

    GaboritBJRoquillyALouvetCSadekATessoulinBBroquetAet al. Regulatory T Cells Expressing Tumor Necrosis Factor Receptor Type 2 Play a Major Role in CD4+ T-Cell Impairment During Sepsis. J Infect Dis (2020) 222(7):1222–34. doi: 10.1093/infdis/jiaa225

  • 84

    SaitoMFujinamiYOnoYOhyamaSFujiokaKYamashitaKet al. Infiltrated Regulatory T Cells and Th2 Cells in the Brain Contribute to Attenuation of Sepsis-Associated Encephalopathy and Alleviation of Mental Impairments in Mice With Polymicrobial Sepsis. Brain Behav Immun (2021) 92:2538. doi: 10.1016/j.bbi.2020.11.010

  • 85

    BaekORenSBrunseASangildPTNguyenDN. Impaired Neonatal Immunity and Infection Resistance Following Fetal Growth Restriction in Preterm Pigs. Front Immunol (2020) 11:1808. doi: 10.3389/fimmu.2020.01808

  • 86

    ShresthaAKBettiniMLMenonRTGopalVYNHuangSEdwardsDPet al. Consequences of Early Postnatal Lipopolysaccharide Exposure on Developing Lungs in Mice. Am J Physiol Lung Cell Mol Physiol (2019) 316(1):L229–L44. doi: 10.1152/ajplung.00560.2017

  • 87

    ZhouMFangHDuMLiCTangRLiuHet al. The Modulation of Regulatory T Cells via HMGB1/PTEN/beta-Catenin Axis in LPS Induced Acute Lung Injury. Front Immunol (2019) 10:1612. doi: 10.3389/fimmu.2019.01612

  • 88

    AndradeMMCArigaSSKBarbeiroDFBarbeiroHVPimentelRNPetroniRCet al. Endotoxin Tolerance Modulates TREG and TH17 Lymphocytes Protecting Septic Mice. Oncotarget (2019) 10(37):3451–61. doi: 10.18632/oncotarget.26919

  • 89

    CaoCChaiYShouSWangJHuangYMaT. Toll-Like Receptor 4 Deficiency Increases Resistance in Sepsis-Induced Immune Dysfunction. Int Immunopharmacol (2018) 54:169–76. doi: 10.1016/j.intimp.2017.11.006

  • 90

    HuZQYaoYMChenWBianJLZhaoLJChenLWet al. Partial Depletion of Regulatory T Cells Enhances Host Inflammatory Response Against Acute Pseudomonas Aeruginosa Infection After Sepsis. Inflammation (2018) 41(5):1780–90. doi: 10.1007/s10753-018-0821-8

  • 91

    GreenbergJAHohmannSFHallJBKressJPDavidMZ. Validation of a Method to Identify Immunocompromised Patients With Severe Sepsis in Administrative Databases. Ann Am Thorac Soc (2016) 13(2):253–8. doi: 10.1513/AnnalsATS.201507-415BC

  • 92

    ShurinMRYanamalaNKisinERTkachAVShurinGVMurrayARet al. Graphene Oxide Attenuates Th2-Type Immune Responses, But Augments Airway Remodeling and Hyperresponsiveness in a Murine Model of Asthma. ACS Nano (2014) 8(6):5585–99. doi: 10.1021/nn406454u

  • 93

    GaoDNYangZXQiQH. Roles of PD-1, Tim-3 and CTLA-4 in Immunoregulation in Regulatory T Cells Among Patients With Sepsis. Int J Clin Exp Med (2015) 8(10):18998–9005.

  • 94

    WillersMUlasTVollgerLVoglTHeinemannASPirrSet al. S100A8 and S100A9 Are Important for Postnatal Development of Gut Microbiota and Immune System in Mice and Infants. Gastroenterology (2020) 159(6):213045 e5. doi: 10.1053/j.gastro.2020.08.019

  • 95

    SunYXieJAnyalebechiJCChenCWSunHXueMet al. CD28 Agonism Improves Survival in Immunologically Experienced Septic Mice via IL-10 Released by Foxp3(+) Regulatory T Cells. J Immunol (2020) 205(12):3358–71. doi: 10.4049/jimmunol.2000595

  • 96

    GeYHuangMWuYDongNYaoYM. Interleukin-38 Protects Against Sepsis by Augmenting Immunosuppressive Activity of CD4(+) CD25(+) Regulatory T Cells. J Cell Mol Med (2020) 24(2):2027–39. doi: 10.1111/jcmm.14902

  • 97

    KulkarniUHerrmenauCWinSJBauerMKamradtT. IL-7 Treatment Augments and Prolongs Sepsis-Induced Expansion of IL-10-Producing B Lymphocytes and Myeloid-Derived Suppressor Cells. PloS One (2018) 13(2):e0192304. doi: 10.1371/journal.pone.0192304

  • 98

    NadeemAAl-HarbiNOAhmadSFAl-HarbiMMAlhamedASAlfardanASet al. Blockade of Interleukin-2-Inducible T-Cell Kinase Signaling Attenuates Acute Lung Injury in Mice Through Adjustment of Pulmonary Th17/Treg Immune Responses and Reduction of Oxidative Stress. Int Immunopharmacol (2020) 83:106369. doi: 10.1016/j.intimp.2020.106369

  • 99

    LiHQiuDYangHYuanYWuLChuLet al. Therapeutic Efficacy of Excretory-Secretory Products of Trichinella Spiralis Adult Worms on Sepsis-Induced Acute Lung Injury in a Mouse Model. Front Cell Infect Microbiol (2021) 11:653843. doi: 10.3389/fcimb.2021.653843

  • 100

    LiuJLiGChenYZZhangLDWangTWenZLet al. Effects of Rhubarb on the Expression of Glucocorticoids Receptor and Regulation of Cellular Immunity in Burn-Induced Septic Rats. Chin Med J (Engl) (2019) 132(10):1188–93. doi: 10.1097/CM9.0000000000000201

  • 101

    GeYHuangMDongNYaoYM. Effect of Interleukin-36beta on Activating Autophagy of CD4+CD25+ Regulatory T Cells and Its Immune Regulation in Sepsis. J Infect Dis (2020) 222(9):1517–30. doi: 10.1093/infdis/jiaa258

  • 102

    BrichacekALBenkovicSAChakrabortySNwaforDCWangWJunSet al. Systemic Inhibition of Tissue-Nonspecific Alkaline Phosphatase Alters the Brain-Immune Axis in Experimental Sepsis. Sci Rep (2019) 9(1):18788. doi: 10.1038/s41598-019-55154-2

  • 103

    GaoMOuHJiangYWangKPengYZhangHet al. Tanshinone IIA Attenuates Sepsis-Induced Immunosuppression and Improves Survival Rate in a Mice Peritonitis Model. BioMed Pharmacother (2019) 112:108609. doi: 10.1016/j.biopha.2019.108609

  • 104

    ChenXFengYShenXPanGFanGGaoXet al. Anti-Sepsis Protection of Xuebijing Injection is Mediated by Differential Regulation of Pro- and Anti-Inflammatory Th17 and T Regulatory Cells in a Murine Model of Polymicrobial Sepsis. J Ethnopharmacol (2018) 211:358–65. doi: 10.1016/j.jep.2017.10.001

  • 105

    ChenLLuYZhaoLHuLQiuQZhangZet al. Curcumin Attenuates Sepsis-Induced Acute Organ Dysfunction by Preventing Inflammation and Enhancing the Suppressive Function of Tregs. Int Immunopharmacol (2018) 61:17. doi: 10.1016/j.intimp.2018.04.041

  • 106

    XieDPZhouGBChenRLQinXLDuJDZhangYet al. Effect of Electroacupuncture at Zusanli (ST36) on Sepsis Induced by Cecal Ligation Puncture and Its Relevance to Spleen. Evid Based Complement Alternat Med (2020) 2020:1914031. doi: 10.1155/2020/1914031

  • 107

    HouYCWuJMChenKYChenPDLeiCSYehSLet al. Effects of Prophylactic Administration of Glutamine on CD4(+) T Cell Polarisation and Kidney Injury in Mice With Polymicrobial Sepsis. Br J Nutr (2019) 122(6):657–65. doi: 10.1017/S0007114519000990

  • 108

    YehCLTanuseputeroSAWuJMTsengYRYangPJLeePCet al. Intravenous Arginine Administration Benefits CD4(+) T-Cell Homeostasis and Attenuates Liver Inflammation in Mice With Polymicrobial Sepsis. Nutrients (2020) 12(4):1047. doi: 10.3390/nu12041047

  • 109

    Di CaroVCummingsJLAlcamoAMPiganelliJDClarkRSBMorowitzMJet al. Dietary Cellulose Supplementation Modulates the Immune Response in a Murine Endotoxemia Model. Shock (2019) 51(4):526–34. doi: 10.1097/SHK.0000000000001180

  • 110

    YamaguchiMHiroseYTakemuraMOnoMSumitomoTNakataMet al. Streptococcus Pneumoniae Evades Host Cell Phagocytosis and Limits Host Mortality Through Its Cell Wall Anchoring Protein PfbA. Front Cell Infect Microbiol (2019) 9:301. doi: 10.3389/fcimb.2019.00301

  • 111

    AlbayatiSVemulapalliHTsygankovAYLiveraniE. P2Y12 Antagonism Results in Altered Interactions Between Platelets and Regulatory T Cells During Sepsis. J Leukoc Biol (2020) 110(1):141–53. doi: 10.1002/JLB.3A0220-097R

  • 112

    GuoYWuBChenQMinS. Parecoxib Ameliorates Renal Toxicity and Injury in Sepsis-Induced Mouse Model and LPS-Induced HK-2 Cells. Drug Dev Res (2021) 10.1002/ddr.21897. doi: 10.1002/ddr.21897

  • 113

    AhmadAVieiraJCde MelloAHde LimaTMArigaSKBarbeiroDFet al. The PARP Inhibitor Olaparib Exerts Beneficial Effects in Mice Subjected to Cecal Ligature and Puncture and in Cells Subjected to Oxidative Stress Without Impairing DNA Integrity: A Potential Opportunity for Repurposing a Clinically Used Oncological Drug for the Experimental Therapy of Sepsis. Pharmacol Res (2019) 145:104263. doi: 10.1016/j.phrs.2019.104263

  • 114

    CaoCYinCChaiYJinHWangLShouS. Ulinastatin Mediates Suppression of Regulatory T Cells Through TLR4/NF-kappaB Signaling Pathway in Murine Sepsis. Int Immunopharmacol (2018) 64:411–23. doi: 10.1016/j.intimp.2018.09.025

  • 115

    Topcu SaricaLZibandehNGencDGulFAkkocTKombakEFet al. Immunomodulatory and Tissue-Preserving Effects of Human Dental Follicle Stem Cells in a Rat Cecal Ligation and Perforation Sepsis Model. Arch Med Res (2020) 51(5):397405. doi: 10.1016/j.arcmed.2020.04.010

  • 116

    ChangCLChenHHChenKHChiangJYLiYCLinHSet al. Adipose-Derived Mesenchymal Stem Cell-Derived Exosomes Markedly Protected the Brain Against Sepsis Syndrome Induced Injury in Rat. Am J Transl Res (2019) 11(7):3955–71.

  • 117

    ZhangLZhangJPLiuYWangHChengYWangJHet al. Plasma Transfusion Promoted Reprogramming CD4(+) T Lymphocytes Immune Response in Severe Sepsis Mice Model Through Modulating the Exosome Protein Galectin 9. Cell Transplant (2020) 29:963689720947347. doi: 10.1177/0963689720947347

  • 118

    KyvelidouCSotiriouDZervaIAthanassakisI. Protection Against Lipopolysaccharide-Induced Immunosuppression by IgG and IgM. Shock (2018) 49(4):474–82. doi: 10.1097/SHK.0000000000000937

  • 119

    ChiharaSMasudaYTatsumiHYamakageM. Evaluation of Pre- and Post-Dilution Continuous Veno-Venous Hemofiltration on Leukocyte and Platelet Function in Patients With Sepsis. Int J Artif Organs (2019) 42(1):916. doi: 10.1177/0391398818801292

  • 120

    QiXYuYSunRHuangJLiuLYangYet al. Identification and Characterization of Neutrophil Heterogeneity in Sepsis. Crit Care (2021) 25(1):50. doi: 10.1186/s13054-021-03481-0

  • 121

    MartinMDBadovinacVPGriffithTS. CD4 T Cell Responses and the Sepsis-Induced Immunoparalysis State. Front Immunol (2020) 11:1364. doi: 10.3389/fimmu.2020.01364

  • 122

    MonneretGDebardALVenetFBoheJHequetOBienvenuJet al. Marked Elevation of Human Circulating CD4+CD25+ Regulatory T Cells in Sepsis-Induced Immunoparalysis. Crit Care Med (2003) 31(7):2068–71. doi: 10.1097/01.CCM.0000069345.78884.0F

  • 123

    VenetFChungCSKheroufHGeeraertAMalcusCPoitevinFet al. Increased Circulating Regulatory T Cells (CD4(+)CD25 (+)CD127 (-)) Contribute to Lymphocyte Anergy in Septic Shock Patients. Intensive Care Med (2009) 35(4):678–86. doi: 10.1007/s00134-008-1337-8

  • 124

    VenetFPachotADebardALBoheJBienvenuJLepapeAet al. Human CD4+CD25+ Regulatory T Lymphocytes Inhibit Lipopolysaccharide-Induced Monocyte Survival Through a Fas/Fas Ligand-Dependent Mechanism. J Immunol (2006) 177(9):6540–7. doi: 10.4049/jimmunol.177.9.6540

  • 125

    HuangLFYaoYMDongNYuYHeLXShengZY. Association Between Regulatory T Cell Activity and Sepsis and Outcome of Severely Burned Patients: A Prospective, Observational Study. Crit Care (2010) 14(1):R3. doi: 10.1186/cc8232

  • 126

    TaoLWangYXuJSuJYangQDengWet al. IL-10-Producing Regulatory B Cells Exhibit Functional Defects and Play a Protective Role in Severe Endotoxic Shock. Pharmacol Res (2019) 148:104457. doi: 10.1016/j.phrs.2019.104457

  • 127

    CagdasDHalaçlıSOTanÇLoBÇetinkayaPGEsenboğaSet al. A Spectrum of Clinical Findings From ALPS to CVID: Several Novel LRBA Defects. J Clin Immunol (2019) 39(7):726–38. doi: 10.1007/s10875-019-00677-6

  • 128

    HallidayNWilliamsCKennedyAWatersEPesenackerAMSoskicBet al. CD86 Is a Selective CD28 Ligand Supporting FoxP3+ Regulatory T Cell Homeostasis in the Presence of High Levels of CTLA-4. Front Immunol (2020) 11:600000. doi: 10.3389/fimmu.2020.600000

  • 129

    MackDGLanhamAMPalmerBEMaierLAFontenotAP. CD27 Expression on CD4+ T Cells Differentiates Effector From Regulatory T Cell Subsets in the Lung. J Immunol (2009) 182(11):7317–24. doi: 10.4049/jimmunol.0804305

  • 130

    HippenKLHarker-MurrayPPorterSBMerkelSCLonderATaylorDKet al. Umbilical Cord Blood Regulatory T-Cell Expansion and Functional Effects of Tumor Necrosis Factor Receptor Family Members OX40 and 4-1BB Expressed on Artificial Antigen-Presenting Cells. Blood (2008) 112(7):2847–57. doi: 10.1182/blood-2008-01-132951

  • 131

    LuccaLEDominguez-VillarM. Modulation of Regulatory T Cell Function and Stability by Co-Inhibitory Receptors. Nat Rev Immunol (2020) 20(11):680–93. doi: 10.1038/s41577-020-0296-3

  • 132

    PolanczykMJHopkeCVandenbarkAAOffnerH. Treg Suppressive Activity Involves Estrogen-Dependent Expression of Programmed Death-1 (PD-1). Int Immunol (2007) 19(3):337–43. doi: 10.1093/intimm/dxl151

  • 133

    HwangWCSeoSHKangMKangRHDi PaoloGChoiKYet al. PLD1 and PLD2 Differentially Regulate the Balance of Macrophage Polarization in Inflammation and Tissue Injury. J Cell Physiol (2021) 236(7):5193–211. doi: 10.1002/jcp.30224

  • 134

    YuKDongQMaoXMengKZhaoXJiQet al. Disruption of the TSLP-TSLPR-LAP Signaling Between Epithelial and Dendritic Cells Through Hyperlipidemia Contributes to Regulatory T-Cell Defects in Atherosclerotic Mice. Atherosclerosis (2015) 238(2):278–88. doi: 10.1016/j.atherosclerosis.2014.12.019

  • 135

    SeymourCWKennedyJNWangSChangCHElliottCFXuZet al. Derivation, Validation, and Potential Treatment Implications of Novel Clinical Phenotypes for Sepsis. JAMA (2019) 321(20):2003–17. doi: 10.1001/jama.2019.5791

  • 136

    StortzJACoxMCHawkinsRBGhitaGLBrumbackBAMohrAMet al. Phenotypic Heterogeneity by Site of Infection in Surgical Sepsis: A Prospective Longitudinal Study. Crit Care (2020) 24(1):203. doi: 10.1186/s13054-020-02917-3

  • 137

    MarkwartRSaitoHHarderTTomczykSCassiniAFleischmann-StruzekCet al. Epidemiology and Burden of Sepsis Acquired in Hospitals and Intensive Care Units: A Systematic Review and Meta-Analysis. Intensive Care Med (2020) 46(8):1536–51. doi: 10.1007/s00134-020-06106-2

  • 138

    GreenbergJAHruschCLJafferyMRDavidMZDaumRSHallJBet al. Distinct T-Helper Cell Responses to Staphylococcus Aureus Bacteremia Reflect Immunologic Comorbidities and Correlate With Mortality. Crit Care (2018) 22(1):107. doi: 10.1186/s13054-018-2025-x

  • 139

    Gea-BanaclocheJCOpalSMJorgensenJCarcilloJASepkowitzKACordonnierC. Sepsis Associated With Immunosuppressive Medications: An Evidence-Based Review. Crit Care Med (2004) 32(11 Suppl):S578–90. doi: 10.1097/01.CCM.0000143020.27340.FF

  • 140

    KambojMSepkowitzKA. Nosocomial Infections in Patients With Cancer. Lancet Oncol (2009) 10(6):589–97. doi: 10.1016/S1470-2045(09)70069-5

  • 141

    ShethMBenedumCMCeliLAMarkRGMarkuzonN. The Association Between Autoimmune Disease and 30-Day Mortality Among Sepsis ICU Patients: A Cohort Study. Crit Care (2019) 23(1):93. doi: 10.1186/s13054-019-2357-1

  • 142

    ZhaoGJLiDZhaoQSongJXChenXRHongGLet al. Incidence, Risk Factors and Impact on Outcomes of Secondary Infection in Patients With Septic Shock: An 8-Year Retrospective Study. Sci Rep (2016) 6:38361. doi: 10.1038/srep38361

  • 143

    YangXDKongFEQiLLinJXYanQLoongJHCet al. PARP Inhibitor Olaparib Overcomes Sorafenib Resistance Through Reshaping the Pluripotent Transcriptome in Hepatocellular Carcinoma. Mol Cancer (2021) 20(1):20. doi: 10.1186/s12943-021-01315-9

  • 144

    MukhopadhyaySPuopoloKMHansenNILorchSADeMauroSBGreenbergRGet al. Impact of Early-Onset Sepsis and Antibiotic Use on Death or Survival With Neurodevelopmental Impairment at 2 Years of Age Among Extremely Preterm Infants. J Pediatr (2020) 221:3946 e5. doi: 10.1016/j.jpeds.2020.02.038

  • 145

    PolcwiartekLBSmithPBBenjaminDKZimmermanKLoveATiuLet al. Early-Onset Sepsis in Term Infants Admitted to Neonatal Intensive Care Units (2011-2016). J Perinatol (2021) 41(1):157–63. doi: 10.1038/s41372-020-00860-3

  • 146

    YoussefMAMZahranAMHussienAMElsayhKIAskarEAFarghalyHS. In Neonates With Vitamin D Deficiency, Low Lymphocyte Activation Markers are Risk Factors for Infection. Paediatr Int Child Health (2019) 39(2):111–8. doi: 10.1080/20469047.2018.1528755

  • 147

    SaitoKWagatsumaTToyamaHEjimaYHoshiKShibusawaMet al. Sepsis is Characterized by the Increases in Percentages of Circulating CD4+CD25+ Regulatory T Cells and Plasma Levels of Soluble CD25. Tohoku J Exp Med (2008) 216(1):61–8. doi: 10.1620/tjem.216.61

  • 148

    ChoDSSchmittREDasguptaADucharmeAMDolesJD. Single-Cell Deconstruction of Post-Sepsis Skeletal Muscle and Adipose Tissue Microenvironments. J Cachexia Sarcopenia Muscle (2020) 11(5):1351–63. doi: 10.1002/jcsm.12596

  • 149

    AirdWC. Phenotypic Heterogeneity of the Endothelium: I. Structure, Function, and Mechanisms. Circ Res (2007) 100(2):158–73. doi: 10.1161/01.RES.0000255691.76142.4a

  • 150

    ToledoAGGoldenGCamposARCuelloHSorrentinoJLewisNet al. Proteomic Atlas of Organ Vasculopathies Triggered by Staphylococcus Aureus Sepsis. Nat Commun (2019) 10(1):4656. doi: 10.1038/s41467-019-12672-x

  • 151

    MargrafALeyKZarbockA. Neutrophil Recruitment: From Model Systems to Tissue-Specific Patterns. Trends Immunol (2019) 40(7):613–34. doi: 10.1016/j.it.2019.04.010

  • 152

    BarrotLAsfarPMaunyFWiniszewskiHMontiniFBadieJet al. Liberal or Conservative Oxygen Therapy for Acute Respiratory Distress Syndrome. N Engl J Med (2020) 382(11):9991008. doi: 10.1056/NEJMoa1916431

  • 153

    ThompsonBTChambersRCLiuKD. Acute Respiratory Distress Syndrome. N Engl J Med (2017) 377(6):562–72. doi: 10.1056/NEJMra1608077

  • 154

    RanieriVMPettilaVKarvonenMKJalkanenJNightingalePBrealeyDet al. Effect of Intravenous Interferon Beta-1a on Death and Days Free From Mechanical Ventilation Among Patients With Moderate to Severe Acute Respiratory Distress Syndrome: A Randomized Clinical Trial. JAMA (2020) 323(8):725–33. doi: 10.1001/jama.2019.22525

  • 155

    D’AlessioFRTsushimaKAggarwalNRWestEEWillettMHBritosMFet al. CD4+CD25+Foxp3+ Tregs Resolve Experimental Lung Injury in Mice and are Present in Humans With Acute Lung Injury. J Clin Invest (2009) 119(10):2898–913. doi: 10.1172/JCI36498

  • 156

    ChungHYWickelJBrunkhorstFMGeisC. Sepsis-Associated Encephalopathy: From Delirium to Dementia? J Clin Med (2020) 9(3):703. doi: 10.3390/jcm9030703

  • 157

    SonnevilleRde MontmollinEPoujadeJGarrouste-OrgeasMSouweineBDarmonMet al. Potentially Modifiable Factors Contributing to Sepsis-Associated Encephalopathy. Intensive Care Med (2017) 43(8):1075–84. doi: 10.1007/s00134-017-4807-z

  • 158

    RenCYaoRQZhangHFengYWYaoYM. Sepsis-Associated Encephalopathy: A Vicious Cycle of Immunosuppression. J Neuroinflamm (2020) 17(1):14. doi: 10.1186/s12974-020-1701-3

  • 159

    IwashynaTJElyEWSmithDMLangaKM. Long-Term Cognitive Impairment and Functional Disability Among Survivors of Severe Sepsis. JAMA (2010) 304(16):1787–94. doi: 10.1001/jama.2010.1553

  • 160

    WintermannGBBrunkhorstFMPetrowskiKStraussBOehmichenFPohlMet al. Stress Disorders Following Prolonged Critical Illness in Survivors of Severe Sepsis. Crit Care Med (2015) 43(6):1213–22. doi: 10.1097/CCM.0000000000000936

  • 161

    DejagerLPinheiroIDejonckheereELibertC. Cecal Ligation and Puncture: The Gold Standard Model for Polymicrobial Sepsis? Trends Microbiol (2011) 19(4):198208. doi: 10.1016/j.tim.2011.01.001

  • 162

    BrinkhoffASieberichsAEnglerHDolffSBensonSKorthJet al. Pro-Inflammatory Th1 and Th17 Cells Are Suppressed During Human Experimental Endotoxemia Whereas Anti-Inflammatory IL-10 Producing T-Cells Are Unaffected. Front Immunol (2018) 9:1133. doi: 10.3389/fimmu.2018.01133

  • 163

    KinjoYIllarionovPVelaJLPeiBGirardiELiXet al. Invariant Natural Killer T Cells Recognize Glycolipids From Pathogenic Gram-Positive Bacteria. Nat Immunol (2011) 12(10):966–74. doi: 10.1038/ni.2096

  • 164

    VenkenKDecruyTAspeslaghSVan CalenberghSLambrechtBNElewautD. Bacterial CD1d-Restricted Glycolipids Induce IL-10 Production by Human Regulatory T Cells Upon Cross-Talk With Invariant NKT Cells. J Immunol (2013) 191(5):2174–83. doi: 10.4049/jimmunol.1300562

  • 165

    KimBGGhoshPAhnSRheeDK. Pneumococcal Pep27 Mutant Immunization Suppresses Allergic Asthma in Mice. Biochem Biophys Res Commun (2019) 514(1):210–6. doi: 10.1016/j.bbrc.2019.04.116

  • 166

    LeeSWParkHJVan KaerLHongSHongS. Graphene Oxide Polarizes iNKT Cells for Production of TGFbeta and Attenuates Inflammation in an iNKT Cell-Mediated Sepsis Model. Sci Rep (2018) 8(1):10081. doi: 10.1038/s41598-018-28396-9

  • 167

    QuGLiuSZhangSWangLWangXSunBet al. Graphene Oxide Induces Toll-Like Receptor 4 (TLR4)-Dependent Necrosis in Macrophages. ACS Nano (2013) 7(7):5732–45. doi: 10.1021/nn402330b

  • 168

    SchuijtTJLankelmaJMSciclunaBPde Sousa e MeloFRoelofsJJde BoerJDet al. The Gut Microbiota Plays a Protective Role in the Host Defence Against Pneumococcal Pneumonia. Gut (2016) 65(4):575–83. doi: 10.1136/gutjnl-2015-309728

  • 169

    MorowitzMJDi CaroVPangDCummingsJFirekBRogersMBet al. Dietary Supplementation With Nonfermentable Fiber Alters the Gut Microbiota and Confers Protection in Murine Models of Sepsis. Crit Care Med (2017) 45(5):e516–e23. doi: 10.1097/CCM.0000000000002291

  • 170

    BoeddhaNPSchlapbachLJDriessenGJHerbergJARivero-CalleICebey-LopezMet al. Mortality and Morbidity in Community-Acquired Sepsis in European Pediatric Intensive Care Units: A Prospective Cohort Study From the European Childhood Life-Threatening Infectious Disease Study (EUCLIDS). Crit Care (2018) 22(1):143. doi: 10.1186/s13054-018-2052-7

  • 171

    VincentJLSakrYSprungCLRanieriVMReinhartKGerlachHet al. Sepsis in European Intensive Care Units: Results of the SOAP Study. Crit Care Med (2006) 34(2):344–53. doi: 10.1097/01.CCM.0000194725.48928.3A

  • 172

    NeteaMGSutmullerRHermannCvan der GraafCAvan der MeerJWvan KriekenJHet al. Toll-Like Receptor 2 Suppresses Immunity Against Candida Albicans Through Induction of IL-10 and Regulatory T Cells. J Immunol (2004) 172(6):3712–8. doi: 10.4049/jimmunol.172.6.3712

  • 173

    ArensCKrammTDeckerSSpannenbergerJBrennerTRichterDCet al. Association of Immune Cell Subtypes and Phenotype With Subsequent Invasive Candidiasis in Patients With Abdominal Sepsis. Shock (2019) 52(2):191–7. doi: 10.1097/SHK.0000000000001251

  • 174

    KuhlhornFRathMSchmoeckelKCziupkaKNguyenHHHildebrandtPet al. Foxp3+ Regulatory T Cells are Required for Recovery From Severe Sepsis. PloS One (2013) 8(5):e65109. doi: 10.1371/journal.pone.0065109

  • 175

    AlverdyJCKeskeyRThewissenR. Can the Cecal Ligation and Puncture Model Be Repurposed To Better Inform Therapy in Human Sepsis? Infect Immun (2020) 88(9):e00942–19. doi: 10.1128/IAI.00942-19

  • 176

    BarberAECoyleSMFischerESmithCvan der PollTShiresGTet al. Influence of Hypercortisolemia on Soluble Tumor Necrosis Factor Receptor II and Interleukin-1 Receptor Antagonist Responses to Endotoxin in Human Beings. Surgery (1995) 118(2):406–10. doi: 10.1016/s0039-6060(05)80352-6

  • 177

    ThomasRCBathMFStoverCMLambertDGThompsonJP. Exploring LPS-Induced Sepsis in Rats and Mice as a Model to Study Potential Protective Effects of the Nociceptin/Orphanin FQ System. Peptides (2014) 61:5660. doi: 10.1016/j.peptides.2014.08.009

  • 178

    SpenlingwimmerTZipperleJJafarmadarMOsuchowskiMFDrechslerS. Comparison of Post-Traumatic Changes in Circulating and Bone Marrow Leukocytes Between BALB/c and CD-1 Mouse Strains. PloS One (2019) 14(9):e0222594. doi: 10.1371/journal.pone.0222594

  • 179

    HarbHBenamarMLaiPSContiniPGriffithJWCrestaniE. Notch4 Signaling Limits Regulatory T-Cell-Mediated Tissue Repair and Promotes Severe Lung Inflammation in Viral Infections. Immunity (2021) 54(6):1186–99.e7. doi: 10.1016/j.immuni.2021.04.002

  • 180

    D'AlessioFRTsushimaKAggarwalNRWestEEWillettMHBritosMF. CD4+CD25+Foxp3+ Tregs Resolve Experimental Lung Injury in Mice and Are Present in Humans With Acute Lung Injury. J Clin Invest (2009) 119(10):2898–913. doi: 10.1172/JCI36498

  • 181

    MockJRGaribaldiBTAggarwalNRJenkinsJLimjunyawongNSingerBD. Foxp3+ Regulatory T Cells Promote Lung Epithelial Proliferation. Mucosal Immunol (2014) 7(6):1440–51. doi: 10.1038/mi.2014.33

  • 182

    YuZXJiMSYanJCaiYLiuJYangHF. The Ratio of Th17/Treg Cells as a Risk Indicator in Early Acute Respiratory Distress Syndrome. Crit Care (2015) 19(1):82. doi: 10.1186/s13054-015-0811-2

  • 183

    ZhangFLiMYLanYTWangCB. Imbalance of Th17/Tregs in Rats With Smoke Inhalation-Induced Acute Lung Injury. Sci Rep (2016) 6:21348. doi: 10.1038/srep21348

  • 184

    ChenGWuMDGuoWCaoYHuangDWangH. Clinical and Immunological Features of Severe and Moderate Coronavirus Disease 2019. J Clin Invest (2020) 130(5):2620–9.

  • 185

    WangFHouHLuoYTangGWuSHuangM. The Laboratory Tests and Host Immunity of COVID-19 Patients With Different Severity of Illness. JCI Insight (2020) 5(10):e137799.

  • 186

    TanMLiuYZhouRDengXLiFLiangK. Immunopathological Characteristics of Coronavirus Disease 2019 Cases in Guangzhou, China. Immunology (2020) 160(3):261–8.

  • 187

    NeumannJPrezzemoloTVanderbekeLRocaCPGerbauxMJanssensS. Increased IL-10-Producing Regulatory T Cells Are Characteristic of Severe Cases of COVID-19. Clin Transl Immunol (2020) 9(11):e1204.

  • 188

    MeckiffBJRamírez-SuásteguiCFajardoVCheeSJKusnadiASimonH. Imbalance of Regulatory and Cytotoxic SARS-CoV-2-Reactive CD4+ T Cells in COVID-19. Cell (2020) 183(5):1340–53.e16. doi: 10.1016/j.cell.2020.10.001

Summary

Keywords

sepsis, regulatory T cells, pathophysiology, checkpoints, secondary infections

Citation

Gao Y-l, Yao Y, Zhang X, Chen F, Meng X-l, Chen X-s, Wang C-l, Liu Y-c, Tian X, Shou S-t and Chai Y-f (2022) Regulatory T Cells: Angels or Demons in the Pathophysiology of Sepsis?. Front. Immunol. 13:829210. doi: 10.3389/fimmu.2022.829210

Received

05 December 2021

Accepted

07 February 2022

Published

25 February 2022

Volume

13 - 2022

Edited by

Alessandra Stasi, University of Bari Aldo Moro, Italy

Reviewed by

Charles E. McCall, Wake Forest Baptist Medical Center, United States; Lixin Xie, People ‘s Liberation Army General Hospital, China

Updates

Copyright

*Correspondence: Yan-fen Chai, ; Yu-lei Gao,

This article was submitted to Inflammation, a section of the journal Frontiers in Immunology

Disclaimer

All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.

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