Home Effect of RUNX1/FOXP3 axis on apoptosis of T and B lymphocytes and immunosuppression in sepsis
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Effect of RUNX1/FOXP3 axis on apoptosis of T and B lymphocytes and immunosuppression in sepsis

  • Yangfa Chao , Wenting Huang , Zhiheng Xu , Ping Li and Shaodong Gu EMAIL logo
Published/Copyright: August 24, 2023

Abstract

Lymphocyte apoptosis is a latent factor for immunosuppression in sepsis. Forkhead box protein P3 (FOXP3) can interact with RUNX family transcription factor 1 (RUNX1) in regulatory T cells. Our research was to probe whether RUNX1/FOXP3 axis affects immunosuppression in the process of sepsis by modulating T and B lymphocyte apoptosis. We constructed sepsis model in mice and mouse CD4+ T and CD19+ B lymphocytes. RUNX1 and FOXP3 expressions and apoptosis in cells were assessed by western blot, quantitative real-time PCR, and flow cytometer. Inflammation of serum and pathological damage was assessed by ELISA and H&E staining. Relationship between RUNX1 and FOXP3 was assessed by co-immunoprecipitation. The findings showed that RUNX1 ameliorated the survival rate, pathological damage, and decreased inflammation-related factors, and inhibited apoptosis of CD4+ T and CD19+ B cells in cecal ligation and puncture mice. Furthermore, RUNX1 up-regulated the viability and down-regulated apoptotic rate with the changed expressions of apoptosis-related molecules in lipopolysaccharide (LPS)-mediated CD4+ T and CD19+ B cells. Additionally, FOXP3 interacted with RUNX1, and its silencing decreased RUNX1 expression and reversed the inhibitory effect of RUNX1 on apoptosis of LPS-mediated CD4+ T and CD19+ B cells. In summary, the RUNX1/FOXP3 axis alleviated immunosuppression in sepsis progression by weakening T and B lymphocyte apoptosis.

1 Introduction

Sepsis is a fatal organ function damage caused by the uncontrolled immune response of the body to infection, and is a significant cause of death in critically ill patients [1]. Epidemiological studies manifested that there were six million deaths from sepsis worldwide every year, and the mortality of severe sepsis is as high as 25–30% [2]. Some studies on the prognosis of sepsis have pointed out that surviving sepsis patients have poor long-term survival, with physical and psychological dysfunction, decreased quality of life, increased risk of readmission, and become a burden on family and society [3,4].

In the early stage of sepsis, a large number of pro-inflammatory factors and oxygen free radicals are produced under the stimulation of pathogenic microorganisms and metabolites. With the continuous improvement of organ protection and alternative treatment technologies, patients with sepsis can pass through the period of excessive inflammatory response and enter the long-term immunosuppressive state [5]. Mounting studies have exhibited that immunosuppression is the main pathophysiological mechanism in the initiation and development of sepsis and severe immunosuppression is a considerable element leading to the deterioration of the patient’s condition [6]. It has been reported that lymphocyte apoptosis is tightly correlated with immunosuppression [7]. If lymphocyte apoptosis is a significant mechanism, then specific lymphocyte subsets may be more vulnerable [8].

RUNX family transcription factor 1 (RUNX1) is a gene related to immunosuppression, which can regulate the expression of a variety of transcription factors; the study unveiled that deletion of RUNX1 can cause autoimmune lung disease in mice [9]. Hsu et al. have reported that loss of RUNX1 function resulted in the loss of CD4+ T cells [10]. Some scholars have illustrated that knockdown of RUNX1 led to B cell immunodeficiency in adult zebrafish [11]. Another research has clarified that miR-338-3p mimic impedes Treg-induced immunosuppression in pemphigus vulgaris through modulating RUNX1 expression [12]. In addition, Zhang et al. has reported that exosomal miR-21-5p mitigated sepsis-triggered acute kidney damage through restraining RUNX1 level [13]. However, whether RUNX1 affects immunosuppression in the process of sepsis by modulating lymphocyte apoptosis remains to be further investigated. On the other hand, the Forkhead box protein P3 (FOXP3) is a master cell lineage regulator in CD4+ CD25+ natural regulatory T cell (Treg) development. FOXP3 can interact with RUNX1 in regulatory T cells [14,15]. Furthermore, FOXP3+ regulatory T cells are necessary for recovery from severe sepsis [16].

Based on the above research evidence, this study probes the role of RUNX1 on inflammation and pathological damage of liver, kidney, and lung tissues in cecal ligation and puncture (CLP) mice. Besides, we further explore the effect of RUNX1 on inflammation response in serum and apoptosis in CD4+ T and CD19+ B cells from CLP mice. Meanwhile, CD4+ T and CD19+ B cells induced by lipopolysaccharide (LPS) were served as the experimental subjects in vitro to analyze the role and mechanism of RUNX1 with FOXP3 in CD4+ T and CD19+ B cells.

2 Materials and methods

2.1 Animals

We bought 100 male specific pathogen-free C57BL/6 mice (8–12 week old) from Chengdu Dashuo Experimental Animal Co., Ltd (China). They were acclimatized for 7 days under the same facilities (22–24℃, 60 ± 2% humidity, 12 h light/dark cycle).

2.2 CLP model

CLP surgery was performed on 75 mice to construct a sepsis model [17]. To relieve pain, all mice received buprenorphine (0.1 mg/kg, B-044, Supelco, USA) before surgery. First, mice were anesthetized by intraperitoneal injection with 0.3% pentobarbital sodium (P3761, Sigma-Aldrich, USA). A 1 cm incision was made in the abdominal midline of the mice. Next, we ligated the cecum approximately 1 cm from the end of the cecum using a 4-0 surgical suture. Then, we used no. 21 needle to puncture the ligated cecum twice. Finally, the abdominal incision was sutured layer by layer. The remaining 25 mice belonged to the control group and underwent sham surgery. Mice in the control group were only treated with laparotomy and cecum explantation. All mice were injected subcutaneously with ceftriaxone (25 mg/kg, C304513, Aladdin, China) and metronidazole (12.5 mg/kg, M109873, Aladdin, China) after surgery and resuscitated with 1 mL of normal saline. To observe the survival of mice, we observed the animals every 12 hours within 10 days after operation. A total of 60 mice were used for survival study.

2.3 Animal treatment

The lentiviral vectors expressing the plasmids (RUNX1 or corresponding negative controls [empty vector]) were injected into mice with sepsis at a titer of 1  ×  109 via the tail vein. Injection was conducted 48 h after CLP.

2.4 Isolation of CD4+ T and CD19+ B lymphocytes from mouse spleen

We first harvested the spleen tissues of C57BL/6 mice, and then prepared a single cell suspension, as previously reported [17]. Then, the red blood cells were lysed and primary mouse CD19+ B and CD4+ T lymphocytes were isolated using a MagniSort™ Mouse CD19 Positive Selection Kit (8802-6847-74, Invitrogen, USA) and Dynabeads™ Untouched™ Mouse CD4 Cells Kit (11416D, Invitrogen, USA), respectively. Primary CD4+ T and CD19+ B cells were kept in RPMI-1640 medium (22400089, Gibco, USA) augmented with 10% fetal bovine serum (10099141, Gibco, USA) and 1% penicillin–streptomycin liquid (P1400, Solarbio, China) at 37℃ with 5% CO2.

2.5 ELISA

Mice were euthanized after Day 5 of CLP, and then we collected whole blood through a cardiac puncture. The blood samples were centrifuged (1,000g, 10 min), and the supernatant was gained and stored at −80℃ until further analysis. Mouse tumor necrosis factor α (TNF-α) kit (BPE20220), interleukin 6 (IL-6) kit (BPE20012), and IL-1β kit were ordered from Lengton (China). Serum samples (50 μL) and biotin antigen working solution (50 μL) were added to the sample wells, and then reacted at room temperature (RT) for 0.5 h. After thoroughly cleaning each well, 50 μL avidin-horseradish peroxidase (HRP) was added to the sample wells and reacted at RT for 0.5 h. After fully washing each well again, chromogenic agents A and B were successively added to each well. After 10 min of reaction at RT, we added stop solution to each well. Lastly, we measured the absorbance (450 nm) of each well with the aid of a microplate reader (RT-6000; Rayto, China).

2.6 Apoptosis analysis in CD4+ T cells and CD19+ B cells from mice

The whole blood (100 μL) was lysed with VersaLyse lysing solution (A09777, Beckman-Coulter, Hialeah, FL, USA) for 15 min at RT. After washing, cells were incubated with phycoerythrin-labeled antibodies directed against CD4 and CD19 (CD4+ T cells and CD19+ B cells). RIPA buffer (R0010, Solarbio, China) was taken to lyse the cells. After rinsing, the lysed samples were subjected to PE Annexin V Apoptosis Detection Kit (559763, BD Biosciences, USA) based on kit instructions. Then, the results were assessed with the help of a flow cytometer (PAS III, Partec, Germany) within 0.5 h. Regarding the caspase-3 intracellular staining, fixation/permeabilization solution kit (554715, BD Biosciences, USA) was taken to fix and permeate the cells. Subsequently, PE rabbit anti-active caspase-3 antibody (561011, BD Biosciences, USA) was added. After cells were rinsed, we utilized the flow cytometer to estimate the results. Data are presented as percentages of respective Annexin V+ or caspase-3+ cell populations. A positive threshold was established based on non-stained control cells.

2.7 H&E staining

H&E staining kit (G1120, Solarbio, China) was utilized in this research. We harvested the liver tissues, kidney tissues, and lung tissues from the mice. All tissues were fixed in 4% paraformaldehyde (G1101, Servicebio, China). The fixed tissues were dehydrated, embedded in paraffin, and cut into 3 μm slices. Next, the slices were deparaffinized in xylene, rehydrated in ethanol, and then stained utilizing hematoxylin solution. After that, the slices were subjected to differentiation. After being stained with eosin solution, the slices went through ethanol dehydration and xylene transparent. Lastly, the samples were observed with the aid of an optical microscope (×40, ×100, Ts2R-FL) after being sealed through neutral balsam (D054-1-1, Jiancheng, China).

2.8 Cell transfection and grouping

T lymphocytes (CD4+ T and CD19+ B) were transfected with lentiviral vectors expressing shRNA against FOXP3 (sh-FOXP3), RUNX1 overexpression, or corresponding negative controls (empty vector). To probe the role of RUNX1 on cells, cells were assigned to the control group, LPS group (cells were subjected to 1 μg/mL LPS for 24 h), and LPS + vector/LPS + RUNX1 group (cells transfected with overexpressed RUNX1 or vector were exposed to 1 μg/mL LPS for 24 h). Next, to analyze the functions of RUNX1 and FOXP3 on cells, cells were separated into the LPS + vector group, LPS + RUNX1 group, LPS + sh-FOXP3 group, and LPS + RUNX1 + sh-FOXP3 group.

2.9 Cell viability analysis

CD4+ T and CD19+ B cells (1 × 104 per well) plated into the 96-well plates were subjected to transfection and LPS intervention. Thereafter, a further 4 h culture was done after 10 μL MTT solution (M1020, Solarbio, China) was added. Then, the OD value (490 nm) was evaluated with the aid of the microplate reader after being added to 110 μL formazan solution.

2.10 Apoptosis experiment

Apoptosis of CD4+ T and CD19+ B cells (1.2 × 106) was estimated with the help of the Annexin V-FITC/PI kit (556547, BD, USA). The treated cells of each group were rinsed, digested, and then centrifuged. Cell precipitation was re-suspended in 1× binding buffer and cell concentration was adjusted to 1 × 106 cells/mL. After that, 5 μL Annexin V-FITC and 10 μL PI were injected into each tube. After being reacted at 37℃ without light for 15 min, we utilized the flow cytometer to evaluate apoptosis of each group.

2.11 Co-immunoprecipitation (Co-IP)

Beyotime (China) provided the IP buffer (P0013). We collected CD4+ T and CD19+ B cells (1 × 105 cells/mL). After being lysed with IP buffer, cells were subjected to ultrasonic treatment followed by centrifugation. The supernatant was then reacted with anti-rabbit IgG antibody (1:8,000, ab205718; Abcam, UK), anti-FOXP3 antibody (1:30, ab215206; Abcam, UK), anti-RUNX1 antibody (1:20, ab92336; Abcam, UK), and BeyoMag™ Protein A + G Magnetic Beads (P2173, Beyotime, China) at 4℃ overnight. Afterward, the complex was rinsed and the binding proteins were eluted with SDS sample buffer. In the end, the precipitated proteins were determined through western blot.

2.12 Western blot

CD4+ T cells and CD19+ B cells from mice were lysed through the RIPA buffer (WB038, GEFAN, China) [18]. The extracted protein was centrifuged and then quantified with the help of the BCA kit (23225, Thermo Scientific, USA). After being electrophoresed, they were transferred to the PVDF membrane before being blocked with 5% skim milk. Next, we utilized primary antibodies to treat the membrane at 4℃ all night. After that, second antibody was used to treat the membrane at 37℃ for 90 min. After rinsing, the reactive bands were reacted with the color reagent (34075, PIERCE, USA) in a gel imaging system (610020-9Q, Clinx, China). The primary antibodies of RUNX1 (1:1,000, ab240639, 48 kDa), FOXP3 (1:1,000, ab20034, 50 kDa), Bax (1:8,000, ab32503, 21 kDa), Bcl-2 (1:2,000, ab196495, 26 kDa), cleaved caspase-3 (1:5,000, ab214430, 17 kDa), caspase-3 (1:2,000, ab184787, 32 kDa), and GAPDH (1:10,000, ab181602, 36 kDa), and the second antibodies of goat anti-rabbit IgG H&L (HRP) (1:2,000, ab205718) and goat anti-mouse IgG H&L (HRP) (1:2,000, ab205719) were gained from Abcam (UK). GAPDH was exploited to the housekeeping gene. The protein level was normalized to GAPDH, and presented relative to control cells (set as 1).

2.13 Quantitative real-time PCR (qRT-PCR)

We obtained total RNA from cells with the help of the RNA extraction kit (HYY0420-50, Huayueyang, China). Subsequently, the one-step RT-qPCR system (A6020) offered by Promega (USA) was applied to conduct the qRT-PCR reaction. The reaction system was done with the aid of a PCR system (ABI7900, Applied Biosystems, USA). GAPDH was the housekeeping gene and the 2−ΔΔCt was utilized for data evaluation [19]. Primer sequences are listed in Table 1.

Table 1

Primer sequences used in qRT-PCR

Genes Forward (5′ → 3′) Reverse (5′ → 3′)
RUNX1 ACGATGAAAACTACTCGGCAG CTGAGGTCGTTGAATCTCGCT
FOXP3 CCCATCCCCAGGAGTCTTG ACCATGACTAGGGGCACTGTA
GAPDH TGACCTCAACTACATGGTCTACA CTTCCCATTCTCGGCCTTG

2.14 Statistics

There were at least three independent experiments for data analysis. GraphPad Prism 8.0 (GraphPad Software Inc., USA) was exploited to process data. Quantitative data were manifested as mean ± standard deviation. Comparisons between two groups were assessed by an independent sample t-test. Comparisons among multiple groups were conducted utilizing a one-way ANOVA followed by Tukey’s post hoc test. A P-value < 0.05 was considered significant.

  1. Ethics statement: All animal studies were done in compliance with the guidelines for China Animal Care and Use Committee. All animal operations were performed in Nanfang Hospital and were allowed by the Ethics Committee of Nanfang Hospital (2020041569). Every effort was made to minimize pain and discomfort to the animals.

3 Results

3.1 Down-regulation of RUNX1 in CD4+ T and CD19+ B cells from CLP mice was reversed by overexpressed RUNX1, and FOXP3 was lowly expressed in CD4+ T and CD19+ B cells

The expressions of RUNX1 and FOXP3 in CD4+ T and CD19+ B cells of CLP mice were lower than those in the control group (Figure 1a–c, P < 0.01). Next, we assessed the survival rate of mice in each group. The survival rate of CLP mice was lower than that of the control group, while RUNX1 overexpression ameliorated the survival rate of CLP mice (Figure 1d, P = 0.003). After injecting RUNX1 overexpression vectors, the mRNA and protein levels of RUNX1 in CD4+ T and CD19+ B cells from CLP mice were notably augmented (Figure 1e–j; P < 0.05). The data indicated that RUNX1 and FOXP3 was lowly expressed in CD4+ T and CD19+ B cells, and RUNX1 overexpression vectors reversed the down-regulation of RUNX1 in CD4+ T and CD19+ B cells from CLP mice.

Figure 1 
                  Down-regulation of RUNX1 in CD4+ T and CD19+ B cells from CLP mice was reversed by overexpressed RUNX1, and FOXP3 was lowly expressed in CD4+ T and CD19+ B cells (a)–(c) RUNX1 and FOXP3 expressions in CD4+ T and CD19+ B cells of mice were assessed by western blot. (d) Survival rate of mice in each group. (e)–(j) Role of overexpressed RUNX1 on RUNX1 expression in CD4+ T and CD19+ B cells of CLP mice was examined by qRT-PCR and western blot, with GAPDH as the endogenous gene. **
                     P < 0.01, ***
                     P < 0.001 vs control; +++
                     P < 0.001 vs CLP + Vector.
Figure 1

Down-regulation of RUNX1 in CD4+ T and CD19+ B cells from CLP mice was reversed by overexpressed RUNX1, and FOXP3 was lowly expressed in CD4+ T and CD19+ B cells (a)–(c) RUNX1 and FOXP3 expressions in CD4+ T and CD19+ B cells of mice were assessed by western blot. (d) Survival rate of mice in each group. (e)–(j) Role of overexpressed RUNX1 on RUNX1 expression in CD4+ T and CD19+ B cells of CLP mice was examined by qRT-PCR and western blot, with GAPDH as the endogenous gene. ** P < 0.01, *** P < 0.001 vs control; +++ P < 0.001 vs CLP + Vector.

3.2 Up-regulation of inflammatory factor in serum and apoptosis in CD4+ T and CD19+ B cells from CLP mice was partially offset by RUNX1 overexpression

Then, we utilized ELISA to determine the content of inflammatory factors in the serum of mice in each group. TNF-α, IL-1β, and IL-6 contents in the serum of mice in the CLP group were higher than the control group, whereas RUNX1 overexpression evidently attenuated TNF-α, IL-1β, and IL-6 contents in the serum of mice (Figure 2a–c, P < 0.001). We further discovered a notable elevation of annexin-V binding and active caspase-3 in CD4+ T and CD19+ B cells of CLP mice (Figure 2d–g, P < 0.001). Importantly, overexpressed RUNX1 repressed annexin-V binding and active caspase-3 in CD4+ T and CD19+ B cells of CLP mice (Figure 2d–g, P < 0.001). The data indicated that RUNX1 overexpression exerts inhibitory effects on the content of inflammatory factors in serum and apoptosis in CD4+ T and CD19+ B cells from CLP mice.

Figure 2 
                  Up-regulation of inflammatory factor and apoptosis in CD4+ T and CD19+ B cells from CLP mice was partially offset by RUNX1 overexpression. The role of overexpressed RUNX1 on inflammatory factor (a)–(c) and apoptosis (d)–(g) in CD4+ T and CD19+ B cells from CLP mice was examined by ELISA and flow cytometer. ***
                     P < 0.001 vs control; +++
                     P < 0.001 vs CLP + Vector.
Figure 2

Up-regulation of inflammatory factor and apoptosis in CD4+ T and CD19+ B cells from CLP mice was partially offset by RUNX1 overexpression. The role of overexpressed RUNX1 on inflammatory factor (a)–(c) and apoptosis (d)–(g) in CD4+ T and CD19+ B cells from CLP mice was examined by ELISA and flow cytometer. *** P < 0.001 vs control; +++ P < 0.001 vs CLP + Vector.

3.3 RUNX1 overexpression alleviated liver, kidney, and lung injury in CLP mice

In order to probe the organ damage of mice in each group, we harvested the liver, kidney, and lung tissues of mice for H&E staining. Compared with the control group, CLP mice had increased alveolar wall thickness and inflammatory cell infiltration; CLP also resulted in evident necrosis of liver tissue and exfoliation of renal tubular epithelial cells in mice (Figure 3). Application of RUNX1 overexpression ameliorated liver, kidney, and lung injury in CLP mice (Figure 3). The data indicated that RUNX1 overexpression alleviated liver, kidney, and lung injury in CLP mice.

Figure 3 
                  RUNX1 overexpression alleviated liver, kidney, and lung injury in CLP mice. The effect of overexpressed RUNX1 on liver, kidney, and lung injury in CLP mice was examined by H&E staining (100×, 40×, 100 μm). Infiltration of inflammatory cells and the damaged sites are indicated by arrows.
Figure 3

RUNX1 overexpression alleviated liver, kidney, and lung injury in CLP mice. The effect of overexpressed RUNX1 on liver, kidney, and lung injury in CLP mice was examined by H&E staining (100×, 40×, 100 μm). Infiltration of inflammatory cells and the damaged sites are indicated by arrows.

3.4 RUNX1 up-regulation intensified RUNX1 expression and cell viability in LPS-mediated CD4+ T and CD19+ B cells

To probe the role of RUNX1 on CD4+ T and CD19+ B cells, cells transfected with or without RUNX1 overexpression vector were reacted with 1 μg/mL LPS for 24 h. As displayed in Figure 4a–f, LPS caused the down-regulation of the mRNA and protein levels of RUNX1, while overexpressed RUNX1 reversed its effects (P < 0.01). Meanwhile, overexpressed RUNX1 largely elevated the cell viability of CD4+ T and CD19+ B cells induced by LPS (Figure 4g and h, P < 0.05). The data indicated that RUNX1 overexpression elevated the expression of RUNX1 and cell viability of CD4+ T and CD19+ B cells during LPS condition.

Figure 4 
                  RUNX1 up-regulation intensified RUNX1 expression and cell viability in LPS-mediated CD4+ T and CD19+ B cells. (a)–(f) Effect of RUNX1 up-regulation on the mRNA and protein expressions of RUNX1 was assessed by qRT-PCR and western blot, with GAPDH as the endogenous gene. (g) and (h) Effect of RUNX1 up-regulation on cell viability in LPS-mediated CD4+ T and CD19+ B cells was estimated by MTT. **
                     P < 0.01, ***
                     P < 0.001 vs control; +
                     P < 0.05, +++
                     P < 0.001 vs LPS + Vector.
Figure 4

RUNX1 up-regulation intensified RUNX1 expression and cell viability in LPS-mediated CD4+ T and CD19+ B cells. (a)–(f) Effect of RUNX1 up-regulation on the mRNA and protein expressions of RUNX1 was assessed by qRT-PCR and western blot, with GAPDH as the endogenous gene. (g) and (h) Effect of RUNX1 up-regulation on cell viability in LPS-mediated CD4+ T and CD19+ B cells was estimated by MTT. ** P < 0.01, *** P < 0.001 vs control; + P < 0.05, +++ P < 0.001 vs LPS + Vector.

3.5 RUNX1 up-regulation regulated apoptosis rate, the expressions of apoptosis-related markers, and FOXP3 expressions in CD4+ T and CD19+ B cells induced by LPS

The flow cytometer analysis exhibited that RUNX1 up-regulation extremely mitigated apoptosis rate of CD4+ T and CD19+ B cells triggered by LPS (Figure 5a–c, P < 0.001). At the molecular level, we discovered that LPS resulted in the reduction of FOXP3 and Bcl-2 and the increase of Bax, cleaved caspase-3, the ratio of cleaved caspase-3/caspase-3, and Bax/Bcl-2, whereas RUNX1 up-regulation partially offset the effect of LPS (Figure 6a and b, P < 0.001). The data indicated that RUNX1 overexpression repressed apoptosis and elevated FOXP3 expression in CD4+ T and CD19+ B cells under LPS condition.

Figure 5 
                  RUNX1 up-regulation repressed apoptosis rate in CD4+ T and CD19+ B cells induced by LPS. (a)–(c) The effect of RUNX1 up-regulation on apoptosis rate in CD4+ T and CD19+ B cells induced by LPS was assessed by flow cytometer. ***
                     P < 0.001 vs control; +++
                     P < 0.001 vs LPS + Vector.
Figure 5

RUNX1 up-regulation repressed apoptosis rate in CD4+ T and CD19+ B cells induced by LPS. (a)–(c) The effect of RUNX1 up-regulation on apoptosis rate in CD4+ T and CD19+ B cells induced by LPS was assessed by flow cytometer. *** P < 0.001 vs control; +++ P < 0.001 vs LPS + Vector.

Figure 6 
                  RUNX1 up-regulation regulated apoptosis-related markers and FOXP3 expressions in CD4+ T and CD19+ B cells induced by LPS. (a) and (b) Effect of RUNX1 up-regulation on FOXP3 expression and apoptosis-related marker expressions in CD4+ T and CD19+ B cells induced by LPS was assessed by western blot. ***
                     P < 0.001 vs control; ++
                     P < 0.01, +++
                     P < 0.001 vs LPS + Vector.
Figure 6

RUNX1 up-regulation regulated apoptosis-related markers and FOXP3 expressions in CD4+ T and CD19+ B cells induced by LPS. (a) and (b) Effect of RUNX1 up-regulation on FOXP3 expression and apoptosis-related marker expressions in CD4+ T and CD19+ B cells induced by LPS was assessed by western blot. *** P < 0.001 vs control; ++ P < 0.01, +++ P < 0.001 vs LPS + Vector.

3.6 FOXP3 interacted with RUNX1 in CD4+ T and CD19+ B cells

In the next research, we examined the relationship between RUNX1 and FOXP3 with the help of CO-IP. As exhibited in Figure 7a–d, the results clarified that RUNX1 and FOXP3 formed a complex and interacted with each other in the CD4+ T and CD19+ B cells. Moreover, we also uncovered that FOXP3 silencing greatly weakened the mRNA and protein expressions of RUNX1 and FOXP3 in CD4+ T and CD19+ B cells (Figure 7e–i, P < 0.01). The data indicated that FOXP3 interacted with RUNX1 in CD4+ T and CD19+ B cells.

Figure 7 
                  FOXP3 interacted with RUNX1. (a)–(d) Relationship between RUNX1 and FOXP3 was assessed by Co-IP. (e)–(i) RUNX1 and FOXP3 expressions in CD4+ T and CD19+ B cells transfected with sh-FOXP3 were assessed by qRT-PCR and western blot, with GAPDH as the endogenous gene. **
                     P < 0.01, ***
                     P < 0.001 vs Vector.
Figure 7

FOXP3 interacted with RUNX1. (a)–(d) Relationship between RUNX1 and FOXP3 was assessed by Co-IP. (e)–(i) RUNX1 and FOXP3 expressions in CD4+ T and CD19+ B cells transfected with sh-FOXP3 were assessed by qRT-PCR and western blot, with GAPDH as the endogenous gene. ** P < 0.01, *** P < 0.001 vs Vector.

3.7 FOXP3 silencing reversed the suppression of overexpressed RUNX1 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells

In Figure 8a–c, the flow cytometer assay illustrated that FOXP3 knockdown prominently facilitated apoptosis of LPS-mediated CD4+ T and CD19+ B cells and reversed the repression of overexpressed RUNX1 on apoptosis (P < 0.001). Moreover, the western blot experiment illuminated that FOXP3 silencing evidently enhanced the expressions of Bax, cleaved caspase-3, the ratio of cleaved caspase-3/caspase-3, and Bax/Bcl-2, whereas weakened Bcl-2 expression in CD4+ T and CD19+ B cells mediated by LPS (Figure 9a and b, P < 0.01). Importantly, the modulation of overexpressed RUNX1 on apoptosis-related factors was partially offset by FOXP3 silencing (Figure 9a and b, P < 0.05). The data revealed the interaction of FOXP3 and RUNX1 on apoptosis of CD4+ T and CD19+ B cells in the context of LPS.

Figure 8 
                  FOXP3 silencing reversed the suppression of overexpressed RUNX1 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells. (a)–(c) Roles of RUNX1 and FOXP3 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells were assessed by flow cytometer. ***
                     P < 0.001 vs LPS + Vector; +++
                     P < 0.001 vs LPS + short hairpin RNA targeting FOXP3 (sh-FOXP3); ^^^
                     P < 0.001 vs LPS + RUNX1.
Figure 8

FOXP3 silencing reversed the suppression of overexpressed RUNX1 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells. (a)–(c) Roles of RUNX1 and FOXP3 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells were assessed by flow cytometer. *** P < 0.001 vs LPS + Vector; +++ P < 0.001 vs LPS + short hairpin RNA targeting FOXP3 (sh-FOXP3); ^^^ P < 0.001 vs LPS + RUNX1.

Figure 9 
                  Repression of overexpressed RUNX1 on apoptosis-related factors in LPS-mediated CD4+ T and CD19+ B cells was rescued by FOXP3 silencing. (a) and (b) Roles of RUNX1 and FOXP3 on apoptosis-related factors in LPS-mediated CD4+ T and CD19+ B cells were assessed by western blot. *
                     P < 0.05, **
                     P < 0.01, ***
                     P < 0.001 vs LPS + Vector; +++
                     P < 0.001 vs LPS + sh-FOXP3; ^^
                     P < 0.01, ^^^
                     P < 0.001 vs LPS + RUNX1.
Figure 9

Repression of overexpressed RUNX1 on apoptosis-related factors in LPS-mediated CD4+ T and CD19+ B cells was rescued by FOXP3 silencing. (a) and (b) Roles of RUNX1 and FOXP3 on apoptosis-related factors in LPS-mediated CD4+ T and CD19+ B cells were assessed by western blot. * P < 0.05, ** P < 0.01, *** P < 0.001 vs LPS + Vector; +++ P < 0.001 vs LPS + sh-FOXP3; ^^ P < 0.01, ^^^ P < 0.001 vs LPS + RUNX1.

4 Discussion

One study has reported that RUNX1 may be a new potential therapeutic target for the prevention of sepsis [20]. In our study, we uncovered that RUNX1 and FOXP3 are under-expressed in CLP mice or LPS-mediated CD4+ T and CD19+ B cells. Importantly, RUNX1 overexpression ameliorated the survival rate, pathological damage in liver, kidney and lung tissues, decreased inflammation in serum, and apoptosis of CD4+ T and CD19+ B cells in CLP mice. Furthermore, overexpression of RUNX1 up-regulated the viability and down-regulated apoptosis in LPS-mediated CD4+ T and CD19+ B cells. Additionally, FOXP3 silencing reversed the inhibitory effect of RUNX1 on apoptosis of LPS-mediated CD4+ T and CD19+ B cells by interacting with RUNX1.

In our study, RUNX1 was decreased in CD4+ T and CD19+ B cells in CLP mice, and RUNX1 overexpression increases percent survival, and alleviates pathological damage in liver, kidney, and lung tissues of CLP mice. With the deepening of the research on the pathophysiological mechanism of sepsis, modulation of immune-inflammatory disorders has become a new direction for the treatment of sepsis [21]. In sepsis, infection first causes increased secretion of core pro-inflammatory factors such as TNF-α and IL-1β [22,23]. It has been reported that IL-6 was tightly associated with sepsis mortality and can be used as a predictor of sepsis severity due to its slow metabolism and easy detection [24,25]. In this research, our data exhibited that RUNX1 overexpression evidently attenuated inflammation in the serum of mice. These present findings indicated that RUNX1 increases survival rate of CLP mice, accompanied by decreasing pathological damage in liver, kidney, and lung tissues and serum inflammation.

Depletion of T lymphocytes is one of the significant causes of immune dysfunction, mainly manifested in the reduction of CD4+ T and CD8+ T, which further affects the immune function of the body [26]. B lymphocytes play the role of humoral immunity by specifically presenting antigens, secreting antibodies, and releasing cytokines [27]. Lymphocyte apoptosis exhibits a considerable role in immunosuppression of sepsis, and inhibition of lymphocyte apoptosis can ameliorate the prognosis of sepsis. Garofalo et al. illustrated that massive apoptosis of immune cells such as T cells, dendritic cells, and B cells were observed in many organs of deceased patients with sepsis [28]. Li et al. reported that the expressions of caspase-3, caspase-8, and caspase-9 were notably elevated, while the expressions of CD4+/CD8+ T lymphocytes and CD19+ B lymphocytes were evidently decreased in a mouse model of sepsis formed by CLP [29]. Reséndiz-Martínez et al. compared the children with sepsis and healthy people and found that the apoptosis of monocytes and the expression of Fas in the peripheral blood of the children with sepsis increased, and the level of apoptosis was positively correlated with the expression of Fas [30]. Moreover, another research clarified that the expressions of cytochrome C, caspase-3, caspase-8, and caspase-9 in CLP mice were obviously up-regulated, while the expression of Bcl-2 was prominently decreased, which in turn promoted T lymphocyte apoptosis [31]. Similar to the results of previous studies, we discovered a notable elevation of annexin-V binding and active caspase-3 in CD4+ T and CD19+ B cells of CLP mice; meanwhile, in in vitro experiments, LPS resulted in the reduction of Bcl-2 and the increase of Bax and cleaved caspase-3 in CD4+ T and CD19+ B cells. More important, we discovered that overexpressed RUNX1 repressed apoptosis of CD4+ T and CD19+ B cells in CLP mice, and in LPS-mediated CD4+ T and CD19+ B cells.

Subsequently, through literature search and bioinformatics prediction, it has been found that FOXP3 could interact with RUNX1 in T cells [3234]. Also, FOXP3+ modulatory T cells were necessary for recovery from serious sepsis [16]. In addition, RUNX1 is also a gene that activates FOXP3 expression [12]. The present results clarified that RUNX1 and FOXP3 formed a complex and interacted with each other in CD4+ T and CD19+ B cells. FOXP3 forms a head-to-head dimerization, which confers distinct DNA-binding specificity and creates a docking site for RUNX1 [35]. Importantly, FOXP3 silencing reversed the suppression of overexpressed RUNX1 on apoptosis in LPS-mediated CD4+ T and CD19+ B cells. These findings indicated that RUNX1 inhibited apoptosis of LPS-mediated CD4+ T and CD19+ B cells by interacting with FOXP3.

Collectively, these findings described that the RUNX1/FOXP3 axis alleviated immunosuppression in sepsis progression by weakening T and B lymphocyte apoptosis. In future studies, we need to further examine the expression levels of apoptosis-related markers in CD4+ T and CD19+ B cells of CLP mice.


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  1. Funding information: This work was supported by the Scientific Research Project of Guangdong Administration of Traditional Chinese Medicine (20171089).

  2. Conflict of interest: The authors declare no conflicts of interest.

  3. Data availability statement: The analyzed data sets generated during the study are available from the corresponding author on reasonable request.

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Received: 2022-08-10
Revised: 2023-04-20
Accepted: 2023-05-08
Published Online: 2023-08-24

© 2023 the author(s), published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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  143. Lumican silencing ameliorates β-glycerophosphate-mediated vascular smooth muscle cell calcification by attenuating the inhibition of APOB on KIF2C activity
  144. Targeting PTBP1 blocks glutamine metabolism to improve the cisplatin sensitivity of hepatocarcinoma cells through modulating the mRNA stability of glutaminase
  145. A single center prospective study: Influences of different hip flexion angles on the measurement of lumbar spine bone mineral density by dual energy X-ray absorptiometry
  146. Clinical analysis of AN69ST membrane continuous venous hemofiltration in the treatment of severe sepsis
  147. Antibiotics therapy combined with probiotics administered intravaginally for the treatment of bacterial vaginosis: A systematic review and meta-analysis
  148. Construction of a ceRNA network to reveal a vascular invasion associated prognostic model in hepatocellular carcinoma
  149. A pan-cancer analysis of STAT3 expression and genetic alterations in human tumors
  150. A prognostic signature based on seven T-cell-related cell clustering genes in bladder urothelial carcinoma
  151. Pepsin concentration in oral lavage fluid of rabbit reflux model constructed by dilating the lower esophageal sphincter
  152. The antihypertensive felodipine shows synergistic activity with immune checkpoint blockade and inhibits tumor growth via NFAT1 in LUSC
  153. Tanshinone IIA attenuates valvular interstitial cells’ calcification induced by oxidized low density lipoprotein via reducing endoplasmic reticulum stress
  154. AS-IV enhances the antitumor effects of propofol in NSCLC cells by inhibiting autophagy
  155. Establishment of two oxaliplatin-resistant gallbladder cancer cell lines and comprehensive analysis of dysregulated genes
  156. Trial protocol: Feasibility of neuromodulation with connectivity-guided intermittent theta-burst stimulation for improving cognition in multiple sclerosis
  157. LncRNA LINC00592 mediates the promoter methylation of WIF1 to promote the development of bladder cancer
  158. Factors associated with gastrointestinal dysmotility in critically ill patients
  159. Mechanisms by which spinal cord stimulation intervenes in atrial fibrillation: The involvement of the endothelin-1 and nerve growth factor/p75NTR pathways
  160. Analysis of two-gene signatures and related drugs in small-cell lung cancer by bioinformatics
  161. Silencing USP19 alleviates cigarette smoke extract-induced mitochondrial dysfunction in BEAS-2B cells by targeting FUNDC1
  162. Menstrual irregularities associated with COVID-19 vaccines among women in Saudi Arabia: A survey during 2022
  163. Ferroptosis involves in Schwann cell death in diabetic peripheral neuropathy
  164. The effect of AQP4 on tau protein aggregation in neurodegeneration and persistent neuroinflammation after cerebral microinfarcts
  165. Activation of UBEC2 by transcription factor MYBL2 affects DNA damage and promotes gastric cancer progression and cisplatin resistance
  166. Analysis of clinical characteristics in proximal and distal reflux monitoring among patients with gastroesophageal reflux disease
  167. Exosomal circ-0020887 and circ-0009590 as novel biomarkers for the diagnosis and prediction of short-term adverse cardiovascular outcomes in STEMI patients
  168. Upregulated microRNA-429 confers endometrial stromal cell dysfunction by targeting HIF1AN and regulating the HIF1A/VEGF pathway
  169. Bibliometrics and knowledge map analysis of ultrasound-guided regional anesthesia
  170. Knockdown of NUPR1 inhibits angiogenesis in lung cancer through IRE1/XBP1 and PERK/eIF2α/ATF4 signaling pathways
  171. D-dimer trends predict COVID-19 patient’s prognosis: A retrospective chart review study
  172. WTAP affects intracranial aneurysm progression by regulating m6A methylation modification
  173. Using of endoscopic polypectomy in patients with diagnosed malignant colorectal polyp – The cross-sectional clinical study
  174. Anti-S100A4 antibody administration alleviates bronchial epithelial–mesenchymal transition in asthmatic mice
  175. Prognostic evaluation of system immune-inflammatory index and prognostic nutritional index in double expressor diffuse large B-cell lymphoma
  176. Prevalence and antibiogram of bacteria causing urinary tract infection among patients with chronic kidney disease
  177. Reactive oxygen species within the vaginal space: An additional promoter of cervical intraepithelial neoplasia and uterine cervical cancer development?
  178. Identification of disulfidptosis-related genes and immune infiltration in lower-grade glioma
  179. A new technique for uterine-preserving pelvic organ prolapse surgery: Laparoscopic rectus abdominis hysteropexy for uterine prolapse by comparing with traditional techniques
  180. Self-isolation of an Italian long-term care facility during COVID-19 pandemic: A comparison study on care-related infectious episodes
  181. A comparative study on the overlapping effects of clinically applicable therapeutic interventions in patients with central nervous system damage
  182. Low intensity extracorporeal shockwave therapy for chronic pelvic pain syndrome: Long-term follow-up
  183. The diagnostic accuracy of touch imprint cytology for sentinel lymph node metastases of breast cancer: An up-to-date meta-analysis of 4,073 patients
  184. Mortality associated with Sjögren’s syndrome in the United States in the 1999–2020 period: A multiple cause-of-death study
  185. CircMMP11 as a prognostic biomarker mediates miR-361-3p/HMGB1 axis to accelerate malignant progression of hepatocellular carcinoma
  186. Analysis of the clinical characteristics and prognosis of adult de novo acute myeloid leukemia (none APL) with PTPN11 mutations
  187. KMT2A maintains stemness of gastric cancer cells through regulating Wnt/β-catenin signaling-activated transcriptional factor KLF11
  188. Evaluation of placental oxygenation by near-infrared spectroscopy in relation to ultrasound maturation grade in physiological term pregnancies
  189. The role of ultrasonographic findings for PIK3CA-mutated, hormone receptor-positive, human epidermal growth factor receptor-2-negative breast cancer
  190. Construction of immunogenic cell death-related molecular subtypes and prognostic signature in colorectal cancer
  191. Long-term prognostic value of high-sensitivity cardiac troponin-I in patients with idiopathic dilated cardiomyopathy
  192. Establishing a novel Fanconi anemia signaling pathway-associated prognostic model and tumor clustering for pediatric acute myeloid leukemia patients
  193. Integrative bioinformatics analysis reveals STAT2 as a novel biomarker of inflammation-related cardiac dysfunction in atrial fibrillation
  194. Adipose-derived stem cells repair radiation-induced chronic lung injury via inhibiting TGF-β1/Smad 3 signaling pathway
  195. Real-world practice of idiopathic pulmonary fibrosis: Results from a 2000–2016 cohort
  196. lncRNA LENGA sponges miR-378 to promote myocardial fibrosis in atrial fibrillation
  197. Diagnostic value of urinary Tamm-Horsfall protein and 24 h urine osmolality for recurrent calcium oxalate stones of the upper urinary tract: Cross-sectional study
  198. The value of color Doppler ultrasonography combined with serum tumor markers in differential diagnosis of gastric stromal tumor and gastric cancer
  199. The spike protein of SARS-CoV-2 induces inflammation and EMT of lung epithelial cells and fibroblasts through the upregulation of GADD45A
  200. Mycophenolate mofetil versus cyclophosphamide plus in patients with connective tissue disease-associated interstitial lung disease: Efficacy and safety analysis
  201. MiR-1278 targets CALD1 and suppresses the progression of gastric cancer via the MAPK pathway
  202. Metabolomic analysis of serum short-chain fatty acid concentrations in a mouse of MPTP-induced Parkinson’s disease after dietary supplementation with branched-chain amino acids
  203. Cimifugin inhibits adipogenesis and TNF-α-induced insulin resistance in 3T3-L1 cells
  204. Predictors of gastrointestinal complaints in patients on metformin therapy
  205. Prescribing patterns in patients with chronic obstructive pulmonary disease and atrial fibrillation
  206. A retrospective analysis of the effect of latent tuberculosis infection on clinical pregnancy outcomes of in vitro fertilization–fresh embryo transferred in infertile women
  207. Appropriateness and clinical outcomes of short sustained low-efficiency dialysis: A national experience
  208. miR-29 regulates metabolism by inhibiting JNK-1 expression in non-obese patients with type 2 diabetes mellitus and NAFLD
  209. Clinical features and management of lymphoepithelial cyst
  210. Serum VEGF, high-sensitivity CRP, and cystatin-C assist in the diagnosis of type 2 diabetic retinopathy complicated with hyperuricemia
  211. ENPP1 ameliorates vascular calcification via inhibiting the osteogenic transformation of VSMCs and generating PPi
  212. Significance of monitoring the levels of thyroid hormone antibodies and glucose and lipid metabolism antibodies in patients suffer from type 2 diabetes
  213. The causal relationship between immune cells and different kidney diseases: A Mendelian randomization study
  214. Interleukin 33, soluble suppression of tumorigenicity 2, interleukin 27, and galectin 3 as predictors for outcome in patients admitted to intensive care units
  215. Identification of diagnostic immune-related gene biomarkers for predicting heart failure after acute myocardial infarction
  216. Long-term administration of probiotics prevents gastrointestinal mucosal barrier dysfunction in septic mice partly by upregulating the 5-HT degradation pathway
  217. miR-192 inhibits the activation of hepatic stellate cells by targeting Rictor
  218. Diagnostic and prognostic value of MR-pro ADM, procalcitonin, and copeptin in sepsis
  219. Review Articles
  220. Prenatal diagnosis of fetal defects and its implications on the delivery mode
  221. Electromagnetic fields exposure on fetal and childhood abnormalities: Systematic review and meta-analysis
  222. Characteristics of antibiotic resistance mechanisms and genes of Klebsiella pneumoniae
  223. Saddle pulmonary embolism in the setting of COVID-19 infection: A systematic review of case reports and case series
  224. Vitamin C and epigenetics: A short physiological overview
  225. Ebselen: A promising therapy protecting cardiomyocytes from excess iron in iron-overloaded thalassemia patients
  226. Aspirin versus LMWH for VTE prophylaxis after orthopedic surgery
  227. Mechanism of rhubarb in the treatment of hyperlipidemia: A recent review
  228. Surgical management and outcomes of traumatic global brachial plexus injury: A concise review and our center approach
  229. The progress of autoimmune hepatitis research and future challenges
  230. METTL16 in human diseases: What should we do next?
  231. New insights into the prevention of ureteral stents encrustation
  232. VISTA as a prospective immune checkpoint in gynecological malignant tumors: A review of the literature
  233. Case Reports
  234. Mycobacterium xenopi infection of the kidney and lymph nodes: A case report
  235. Genetic mutation of SLC6A20 (c.1072T > C) in a family with nephrolithiasis: A case report
  236. Chronic hepatitis B complicated with secondary hemochromatosis was cured clinically: A case report
  237. Liver abscess complicated with multiple organ invasive infection caused by hematogenous disseminated hypervirulent Klebsiella pneumoniae: A case report
  238. Urokinase-based lock solutions for catheter salvage: A case of an upcoming kidney transplant recipient
  239. Two case reports of maturity-onset diabetes of the young type 3 caused by the hepatocyte nuclear factor 1α gene mutation
  240. Immune checkpoint inhibitor-related pancreatitis: What is known and what is not
  241. Does total hip arthroplasty result in intercostal nerve injury? A case report and literature review
  242. Clinicopathological characteristics and diagnosis of hepatic sinusoidal obstruction syndrome caused by Tusanqi – Case report and literature review
  243. Synchronous triple primary gastrointestinal malignant tumors treated with laparoscopic surgery: A case report
  244. CT-guided percutaneous microwave ablation combined with bone cement injection for the treatment of transverse metastases: A case report
  245. Malignant hyperthermia: Report on a successful rescue of a case with the highest temperature of 44.2°C
  246. Anesthetic management of fetal pulmonary valvuloplasty: A case report
  247. Rapid Communication
  248. Impact of COVID-19 lockdown on glycemic levels during pregnancy: A retrospective analysis
  249. Erratum
  250. Erratum to “Inhibition of miR-21 improves pulmonary vascular responses in bronchopulmonary dysplasia by targeting the DDAH1/ADMA/NO pathway”
  251. Erratum to: “Fer exacerbates renal fibrosis and can be targeted by miR-29c-3p”
  252. Retraction
  253. Retraction of “Study to compare the effect of casirivimab and imdevimab, remdesivir, and favipiravir on progression and multi-organ function of hospitalized COVID-19 patients”
  254. Retraction of “circ_0062491 alleviates periodontitis via the miR-142-5p/IGF1 axis”
  255. Retraction of “miR-223-3p alleviates TGF-β-induced epithelial-mesenchymal transition and extracellular matrix deposition by targeting SP3 in endometrial epithelial cells”
  256. Retraction of “SLCO4A1-AS1 mediates pancreatic cancer development via miR-4673/KIF21B axis”
  257. Retraction of “circRNA_0001679/miR-338-3p/DUSP16 axis aggravates acute lung injury”
  258. Retraction of “lncRNA ACTA2-AS1 inhibits malignant phenotypes of gastric cancer cells”
  259. Special issue Linking Pathobiological Mechanisms to Clinical Application for cardiovascular diseases
  260. Effect of cardiac rehabilitation therapy on depressed patients with cardiac insufficiency after cardiac surgery
  261. Special issue The evolving saga of RNAs from bench to bedside - Part I
  262. FBLIM1 mRNA is a novel prognostic biomarker and is associated with immune infiltrates in glioma
  263. Special Issue Computational Intelligence Methodologies Meets Recurrent Cancers - Part III
  264. Development of a machine learning-based signature utilizing inflammatory response genes for predicting prognosis and immune microenvironment in ovarian cancer
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