Home Life Sciences Clinical significance of the detection of serum IgG4 and IgG4/IgG ratio in patients with thyroid-associated ophthalmopathy
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Clinical significance of the detection of serum IgG4 and IgG4/IgG ratio in patients with thyroid-associated ophthalmopathy

  • JianGuo Zhao EMAIL logo , Yajing Ge , Wenjing Li and Zipei Jiang
Published/Copyright: August 31, 2023

Abstract

To evaluate the clinical significance of detecting serum IgG4 and the IgG4/IgG ratio in patients with thyroid-associated ophthalmopathy (TAO) and to explore whether high serum IgG4 levels and the IgG4/IgG ratio are associated with the severity and activity of TAO, we retrospectively assessed the records of 78 TAO patients and 32 controls collected in our hospital from July 2020 to July 2022. The TAO patients were divided into TAO inactive and TAO active phase groups according to the clinical activity score (CAS), and we evaluated the association between the serum IgG4 levels, the IgG4/IgG ratio, and the clinical data of the participants. The levels of IgG4 significantly increased in the TAO active group compared to those in the inactive and control groups (P < 0.05). Additionally, the number of patients with increased IgG4 levels (≥135 mg/dL) in the TAO active group was markedly higher than that in the inactive and control groups (P < 0.05). The IgG4/IgG ratio was also significantly enhanced in the TAO active group compared to the inactive and control groups (P < 0.05). CAS was identified as an independent factor influencing IgG4 levels in patients with TAO. The levels of serum IgG4, as well as the IgG4/IgG ratio, were significantly increased in some patients with active TAO, and they were related to the CAS, suggesting that the pathogenesis of TAO may be heterogeneous.

1 Introduction

Thyroid-associated ophthalmopathy (TAO) is an organ-specific chronic autoimmune disease closely related to various types of autoimmune thyroiditis (such as Graves’ disease and Hashimoto’s thyroiditis). It can occur in patients with distinctive thyroid functions [1]. TAO is more prevalent in women, with a prevalence rate of approximately 2.5–6% higher than in men [2]. According to some epidemiological surveys, hyperthyroidism is on the rise with the increase in iodine content in salt, and hyperthyroidism is the most significant factor causing TAO [3]. Although many studies have been carried out on the pathogenic factors of TAO, the pathogenesis of TAO still needs to be determined. In recent years, with further study of its etiology and precise pathogenesis, it has been found that a variety of cytokines are involved in the occurrence and development of TAO. It is a consensus that TAO is an organ-specific autoimmune inflammatory disease involving cellular and humoral immunity and other factors. Hence, it is of great significance to study the mechanism of immune inflammation during TAO [4].

Immunoglobulin-G4-related disease (IgG4-RD) is a rare immune-mediated chronic inflammatory disease with fibrosis that can affect various organ systems [5]. IgG4-RD has complex and varying clinical presentations. The typical clinical manifestations of IgG4-RD are organ involvement and increased serum IgG4 levels [6]. Initially found to be associated with autoimmune pancreatitis, IgG4-RD has been recently reported to be related to other organs, including the kidney, bile ducts, parotid gland, and so on [7,8]. Recently, it has been suggested that IgG levels are altered in autoimmune diseases [9,10]. Recently, it has been reported that orbital diseases are related to IgG4. However, the relationship between IgG4 and TAO’s severity and activity is unclear. Although some studies suggest a positive correlation between IgG4 levels and the development of TAO, these investigations may draw incomplete conclusions due to their limitations, such as only including patients with a high clinical activity score (CAS) (≥4) or patients with severe TAO [11,12]. We hypothesize that serum IgG4 levels and the IgG4/IgG ratio may serve as predictors for the progression of TAO. Therefore, this case–control study was carried out to explore the distributional characteristics of serum IgG4 in patients with TAO in different stages and the predictive value of serum IgG4 and IgG4/IgG ratio in identifying whether TAO would enter the active stage, guiding clinical practice.

2 Methods

2.1 Participants

In this retrospective case–control study, we analyzed TAO patients who had undergone serum IgG subclass examination at our hospital between July 2020 and July 2022 by consulting medical records. We collected the following details: gender, age, type of thyroid disease, TAO course, exophthalmos, CAS, TAO severity, serum IgG4, and IgG levels of all selected patients. The serological examination results of the control population hospitalized during the same period were used as the control group. This study was approved by the Ethics Committee of the first affiliated hospital of Wenzhou medical university.

  1. Informed consent: Informed consent has been obtained from all individuals included in this study.

  2. Ethical approval: The research related to human use has been complied with all the relevant national regulations, institutional policies and in accordance with the tenets of the Helsinki Declaration, and has been approved by Ethics Committee of the first affiliated hospital of Wenzhou medical university.

2.2 Inclusion and exclusion criteria

The TAO diagnosis was based on the Bartley criteria [13]. TAO patients with normal thyroid function and hypothyroidism were excluded. Patients with local or systemic immune or inflammatory paralysis were excluded. Patients who had used glucocorticoids or immunosuppressants in the past 3 months and pregnant or lactating women were also excluded.

2.3 Research methods

2.3.1 Measurement of exophthalmos

The Hertel bulbar protrusion meter was used to measure the vertical distance from the orbit’s outer edge to the cornea’s apex. The exocytosis of both eyes was measured, and the average value was analyzed.

2.3.2 Course of TAO and CAS

The interval between the first occurrence of ocular symptoms and hospitalization was calculated as the course of TAO, according to the standard of Mourits et al. [14]. The standard score range for CAS was 0–10, where ≥3 was classified as the active stage and <3 as the inactive stage [14].

2.3.3 TAO range grading

According to Bartalena’s standards, the range is graded as light, moderate, and severe. The mild category meets the following four conditions: (1) no diplopia or intermittent diplopia, (2) mild soft tissue swelling, (3) increased protrusion of the eyeball <3 mm, and (4) retraction of the eyelid <2 mm. Moderate category meets any of the following four conditions: (1) diplopia occurs in the first eye position, (2) moderate soft tissue swelling, (3) increased ocular protrusion ≥3 mm, and (4) eyelid retraction ≥2. Severity is defined as the presence of corneal ulcer or optic nerve involvement.

2.3.4 Detection of serum immunoglobulin

Venous blood was collected from patients. Immune scattering turbidimetry was used to measure the levels of serum IgG4 and IgG subtypes. A fully automatic turbidimeter (Beckman AU5800) was used as the testing instrument.

2.4 Statistical analyses

The continuous variables were presented as mean ± standard deviation or median (quartile 25–75). Categorical variables were compared using the χ 2 test. The differences in continuous variables among the groups were evaluated by the one-way ANOVA or Kruskal–Wallis test. All statistical analyses were carried out with SPSS 25 software (IBM Corp). P  <  0.05 was considered statistically significant.

3 Results

3.1 Demographic characteristics of participants

The initial exploration of our hospital’s electronic medical system revealed 176 patients with TAO from July 2020 to July 2022. Fifteen cases under the age of 18 were disqualified. After excluding 23 patients with severe chronic physical illnesses, 12 patients with alcohol and drug dependence, and 48 cases with incomplete data, 78 patients with TAO and 32 controls were qualified for this study (Figure 1). According to the CAS, TAO patients were divided into groups based on the active and inactive phases. The gender of patients, age, course of TAO, degree of exophthalmos, and severity of TAO and CAS are demonstrated in Table 1. No significant difference was observed in gender and age among the three groups (all P > 0.05). The degree of exophthalmos and CAS in the TAO active group was significantly higher than in the inactive group (all P < 0.05). The disease duration was significantly shorter in the TAO active group than in the inactive group (P < 0.05).

Figure 1 
                  The graphical abstract for this study.
Figure 1

The graphical abstract for this study.

Table 1

Clinical data of TAO active group, TAO inactive group, and control group

Control group TAO inactive phase group TAO activity group P value
Cases 32 38 40
Gender 0.923&
Male 8 (25%) 9 (23.68%) 9 (22.5%)
Female 24 (75%) 29 (76.32%) 31 (77.5%)
Age (years) 40.63 ± 8.12 36.5 ± 12.56 43.11 ± 8.02 0.071Φ
TAO course (months) 46.83 ± 48.35 18.56 ± 14.63 0.008*Φ
Degree of exophthalmos (mm) 17.77 ± 2.43 21.14 ± 3.58 0.000*Φ
CAS 0.83 ± 0.84 4.47 ± 0.81 0.000*#
TAO severity degree 0.000&
Light 7 (18.42%) 0
Medium 31 (81.58%) 8 (20%)
Serious 0 32 (80%)

Data were presented as mean ± standard deviation or number (%). P-values were obtained using &χ2 tests for categorical variables; the #Kruskal–Wallis test or Φone-way ANOVA were used for continuous variables. The asterisk implies statistical significance.

3.2 Serum IgG4 and immunoglobulin levels among the active phase group, inactive phase group, and control group

The levels of serum IgG4, IgG, and other immunoglobulins in the serum were evaluated among the three groups. The results demonstrated that serum IgG4 levels were markedly higher in the TAO activity phase group than in the TAO inactive phase and control groups (P < 0.05, Table 2 and Figure 2). The IgG4/IgG ratio of the TAO activity group was significantly higher than that of the inactive and control groups (P < 0.05, Table 2 and Figure 1). The percentage of patients with serum IgG4 levels higher than 135 mg/L in the TAO inactive, TAO active, and control groups were 5.26% (2/38), 27.5% (11/40), and 6.25% (2/32), respectively.

Table 2

Comparison of serum IgG4 and immunoglobulin levels among active, inactive, and control groups

Control group TAO inactive phase group TAO activity group P value
Cases 32 38 40
IgG4 (g/L) 0.24 (0.15, 0.36) 0.32 (0.14, 0.53) 0.55 (0.24, 0.67) 0.041Φ*
IgG4/IgG (%) 2.12 (1.67, 6.88) 2.80 (1.58, 5,79) 5.85 (2.83, 6.89) 0.006#*
IgE (IU/mL) 67.09 (36.77, 75.98) 110.05 (72.00, 140) 130.44 (69.084, 150.77) 0.902Φ
IgA (g/L) 3.80 (2.49, 13.55) 2.21 (1.69, 3.48) 2.45 (1.59, 6.05) 0.880Φ
Percentage of patients with serum IgG4 >135 mg/L 2 (6.25%) 2 (5.26%) 11 (27.5%) 0.07&
Complement C3 (g/L) 1.47 (0.78, 1.79) 1.33 (0.57, 2.39) 1.20 (0.58, 4.90) 0.670#
Complement C4 (g/L) 0.34 (0.13, 0.67) 0.27 (0.17, 0.58) 0.25 (0.10, 0.84) 0.070#

Data were presented as medians with interquartile ranges or numbers (%). P-values were obtained using &χ2 tests for categorical variables; the #Kruskal–Wallis Test or Φone-way ANOVA were used for continuous variables. The asterisk implies statistical significance.

Figure 2 
                  Comparison of serum IgG4 levels among the active, inactive, and control groups. **P < 0.05 TAO activity phase group vs TAO inactivity phase group.
Figure 2

Comparison of serum IgG4 levels among the active, inactive, and control groups. **P < 0.05 TAO activity phase group vs TAO inactivity phase group.

3.3 Comparison of a positive rate of serum IgG subtypes in different groups

Compared to the control group, the favorable rates of serum IgG1 and IgG4 in the TAO inactive phase and TAO activity phase groups were higher than those in the control group (P < 0.05, Table 3). There was no significant difference in the positive rate of serum IgG2 and IgG3 among the different groups (P > 0.05).

Table 3

Comparison of positive rate of IgG subtypes in different groups

Control group TAO inactive phase group TAO activity group P value
Cases 32 38 40
IgG1 (g/L) 6 (18.75%) 23 (60.53%) 29 (72.50%) 0.001*
IgG2 (g/L) 0 (0) 4 (10.53%) 5 (12.50%) 0.706
IgG3 (g/L) 5 (15.6%) 11 (28.95%) 13 (32.50%) 0.082
IgG4 (g/L) 3 (9.37%) 20 (52.63%) 21 (52.50%) 0.000*

Data were presented as numbers (%). P-values were obtained using χ 2 tests for categorical variables. The asterisk implies statistical significance.

3.4 Association between CAS score and serum IgG4 levels

This study divided TAO patients into seven groups, according to the CAS. The serum IgG4 levels of the seven groups are shown in Table 4 and Figure 3. The results suggest that the CAS is an independent influencing factor of serum IgG4 (P < 0.05) (Figure 2).

Table 4

CAS score and serum IgG4 levels in patients with TAO

CAS Cases lgG4 (g/L)
Median Q1 (25% Quantile) Q3 (75% Quantile)
0 15 0.35 0.17 0.65
1 16 0.26 0.12 0.53
2 6 0.61 0.3 0.72
3 2 0.23 0.17 0.32
4 20 0.72 0.25 2.04
5 11 0.55 0.19 2.63
6 8 0.16 0.09 0.33
x 2 13.618
P 0.02*

P-values were obtained using χ2 tests for categorical variables. The asterisk implies statistical significance.

Figure 3 
                  Serum lgG4 levels in TAO patients with different CAS groups. **P < 0.05 CAS2 vs CAS0. ##
                     P < 0.01 CAS4 vs CAS3. &&
                     P < 0.001 CAS6 vs CAS5.
Figure 3

Serum lgG4 levels in TAO patients with different CAS groups. **P < 0.05 CAS2 vs CAS0. ## P < 0.01 CAS4 vs CAS3. && P < 0.001 CAS6 vs CAS5.

3.5 Serum IgG4 levels in patients with a different severity content of TAO

The TAO patients in this study were classified according to the severity degree and divided into three groups: mild (n = 7), moderate (n = 38), and severe (n = 33). The corresponding serum IgG4 levels are shown in Table 5. There is no significant difference in serum IgG4 levels among the severity groups (P > 0.05).

Table 5

Serum IgG4 levels in TAO patients with varying degrees of severity

TAO severity degree Cases lgG4 (g/L)
Median Q1 (25% Quantile) Q3 (75% Quantile)
Mile 7 0.45 0.2 0.69
Moderate 38 0.33 0.22 0.58
Severe 33 0.712 0.41 0.77
x 2 3.311
P 0.187

P-values were obtained using χ 2 tests for categorical variables.

4 Discussion

TAO is an autoimmune disease in which helper T cells play a leading role mediated by autoantibodies [15]. The occurrence of orbital IgG4-related diseases is also related to the activation of the immune system by helper T cells in the body, resulting in abnormal serum and immune function. Therefore, some scholars believe that there is a correlation between TAO and orbital IgG4-related diseases [16]. In addition, it has been reported that serum IgG4 levels are significantly increased in patients with Hashimoto’s thyroiditis and Graves’ disease [17,18]. A recent study has suggested that after treatment with high-dose glucocorticoid, the related symptoms of patients with Graves’ ophthalmopathy were significantly improved, and the level of serum IgG4 decreased [19]. In addition, an increasing number of studies have suggested that patients with Graves’ ophthalmopathy with high levels of serum IgG4 seem to achieve a better curative effect, while patients with Graves’ ophthalmopathy with low levels of serum IgG4 are less effective than the former, suggesting that IgG4 may be used as a target to affect the therapeutic effect of glucocorticoid [20]. In this study, we speculated that the level of serum IgG4 in patients with different TAO might be changed and be associated with the severity and activity of TAO.

IgG contains four subtypes: IgG1, IgG2, IgG3, and IgG4, of which the content of IgG1 is the highest and the content of IgG4 is the lowest [21]. IgG4 in the serum of healthy people accounts for only 3–6% of the total IgG [22]. Olejarz et al. suggested that 6.4% of patients with Graves’ disease have serum IgG4 ≥135 mg/dL [19]. Nagata et al. demonstrated that 9.09% of patients with Graves have serum IgG4 ≥135 mg/dL [23]. In this study, we found that the percentage of patients with serum IgG4 levels higher than 135 mg/L in the TAO inactive phase, TAO active phase, and control groups were 5.26% (2/38), 27.5% (11/40), and 6.25% (2/32), respectively. The elevated levels of serum IgG4 and IgG4/IgG in some TAO patients suggest that there might be heterogeneity in the pathogenesis of TAO, as with Hashimoto’s thyroiditis and Graves’ disease. The pathogenesis of TAO is not entirely clear. However, some studies have shown that as an organ-specific autoimmune inflammatory disease, TAO’s pathogenesis involves cellular immunity, humoral immunity, and other factors [24]. Other groups have previously reported that antigen-specific and antigen-independent pathways play essential roles in the pathogenesis of TAO. The increasing comprehension of the immunopathogenesis of TAO is leading to the application of new therapies that have exposed particular potential in patients resistant to conventional therapies. As the experience of these treatments increases, further research to assess short-term and long-term efficacy and potential adverse reactions will be crucial.

As a particular serological marker that can be present in various autoimmune diseases, the relationship between serum IgG4 and TAO deserves more research and attention. Evidence has indicated that serum IgG4 to IgG4/IgG increased in some patients with TAO [25]. Recently, similar studies underscored that in moderate to severe TAO patients undergoing orbital decompression or those threatening vision (a complicated situation), the positive rate of serum IgG4 is up to 20%, and the favorable ratio of serum IgG4 in TAO patients who threaten vision can be as high as 25.3% [26]. In addition, Gonzalez-Diaz et al. found that the level of serum IgC4 in patients with Graves ophthalmopathy was significantly higher than in patients with Graves’ disease without ophthalmopathy and normal controls [27]. The study of Gonzalez-Diaz et al. has some limitations. In their study, patients with Graves ophthalmopathy were not grouped according to disease activity. In our study, we divided TAO patients into inactive and active phase groups according to the CAS, effectively solving the limitation of Gonzalez-Diaz’s research. The results of our study demonstrated that the level of serum IgG4 in patients with active TAO was significantly higher than that in patients with inactive TAO and control groups. Moreover, Bozkirli et al. suggested a linear correlation between CAS and IgG4 [28]. They believe that serum IgG4 may be one of the factors in screening Graves’ ophthalmopathy risk and choosing the proper treatment for Graves’ ophthalmopathy. However, Bozkirli’s study had limitations as they only enrolled 37 patients with Graves’ ophthalmopathy. The population was relatively small in a single university. There may be differences between our results and Bozkirli’s, which might be due to the following factors: (1) heredity and genes are essential factors in the pathogenesis of TAO, and different ethnic groups in the two studies may lead to differences in results. (2) The natural course of TAO in the active phase is generally 18–36 months, and then it gradually enters the inactive stage. Our findings validated that the serum IgG4 level in active TAO patients was significantly higher than that in the inactive stage, suggesting the role of IgG4 in the early pathogenesis of TAO.

The diagnosis and evaluation of TAO currently rely mainly on clinical manifestations and imaging examinations. CAS is a qualitative judgment based on a series of clinical signs, which is a crucial indicator to evaluate the activity of TAO and whether to carry out anti-inflammatory treatment orbital radiotherapy [29]. There is a need for more early, accurate, sensitive, and convenient observation indicators. It has been reported that TSH-binding inhibitory immunoglobulin and thyroid-stimulating immunoglobulin are closely related to the pathogenesis and persistence of TAO [30]. After grouping TAO patients according to CAS in this study, the number of patients in the subgroups is small. Due to limitations in conditions, this study only observed 78 TAO patients, and the sample size needs to be more significant. In this experiment, because each subtype belongs to a different detection system, it has different types and concentrations of enzyme-labeled secondary antibodies, which limits the comparison between different subtypes. Therefore, in our further investigation, we plan to expand the number of cases, improve the statistical test’s efficiency, further clarify the exact relationship between CAS and serum IgG levels, compare the changing trend of serum IgG levels in TAO patients before and after treatment, and analyze the relationship between serum IgG4 levels and treatment response and clinical outcomes. These efforts are aimed at improving the predictability of clinical diagnosis and treatment.

To sum up, this study found that serum IgG4 and IgG4/IgG levels were significantly increased in patients with active TAO but did not belong to the IgG4-related disease. The level of serum IgG4 in patients with TAO is related to CAS, which suggests that IgG4 may be involved in part of the pathological mechanism of TAO. Determining serum IgG4 level helps manage TAO and choose the appropriate treatment regimen. High IgG4 levels may help to screen out patients with high-risk factors of TAO in GD patients. Given the diagnostic and staging value of orbital MRI in TAO, combined with MRI examination is helpful to clarify the value of serum IgG4 in the prediction, diagnosis, and treatment of TAO, improve the predictability of clinical diagnosis and treatment, and provide new ideas for clinical diagnosis and treatment of TAO.


# Authors make equal contributions to the study.


  1. Funding information: Authors state no funding involved.

  2. Conflict of interest: Authors state no conflict of interest.

  3. Data availability statement: The datasets generated during and/or analyzed during the current study are available from the corresponding author on reasonable request.

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Received: 2023-03-25
Revised: 2023-07-25
Accepted: 2023-07-30
Published Online: 2023-08-31

© 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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  13. High glucose and high lipid induced mitochondrial dysfunction in JEG-3 cells through oxidative stress
  14. Pharmacological inhibition of the ubiquitin-specific protease 8 effectively suppresses glioblastoma cell growth
  15. Levocarnitine regulates the growth of angiotensin II-induced myocardial fibrosis cells via TIMP-1
  16. Age-related changes in peripheral T-cell subpopulations in elderly individuals: An observational study
  17. Single-cell transcription analysis reveals the tumor origin and heterogeneity of human bilateral renal clear cell carcinoma
  18. Identification of iron metabolism-related genes as diagnostic signatures in sepsis by blood transcriptomic analysis
  19. Long noncoding RNA ACART knockdown decreases 3T3-L1 preadipocyte proliferation and differentiation
  20. Surgery, adjuvant immunotherapy plus chemotherapy and radiotherapy for primary malignant melanoma of the parotid gland (PGMM): A case report
  21. Dosimetry comparison with helical tomotherapy, volumetric modulated arc therapy, and intensity-modulated radiotherapy for grade II gliomas: A single‑institution case series
  22. Soy isoflavone reduces LPS-induced acute lung injury via increasing aquaporin 1 and aquaporin 5 in rats
  23. Refractory hypokalemia with sexual dysplasia and infertility caused by 17α-hydroxylase deficiency and triple X syndrome: A case report
  24. Meta-analysis of cancer risk among end stage renal disease undergoing maintenance dialysis
  25. 6-Phosphogluconate dehydrogenase inhibition arrests growth and induces apoptosis in gastric cancer via AMPK activation and oxidative stress
  26. Experimental study on the optimization of ANM33 release in foam cells
  27. Primary retroperitoneal angiosarcoma: A case report
  28. Metabolomic analysis-identified 2-hydroxybutyric acid might be a key metabolite of severe preeclampsia
  29. Malignant pleural effusion diagnosis and therapy
  30. Effect of spaceflight on the phenotype and proteome of Escherichia coli
  31. Comparison of immunotherapy combined with stereotactic radiotherapy and targeted therapy for patients with brain metastases: A systemic review and meta-analysis
  32. Activation of hypermethylated P2RY1 mitigates gastric cancer by promoting apoptosis and inhibiting proliferation
  33. Association between the VEGFR-2 -604T/C polymorphism (rs2071559) and type 2 diabetic retinopathy
  34. The role of IL-31 and IL-34 in the diagnosis and treatment of chronic periodontitis
  35. Triple-negative mouse breast cancer initiating cells show high expression of beta1 integrin and increased malignant features
  36. mNGS facilitates the accurate diagnosis and antibiotic treatment of suspicious critical CNS infection in real practice: A retrospective study
  37. The apatinib and pemetrexed combination has antitumor and antiangiogenic effects against NSCLC
  38. Radiotherapy for primary thyroid adenoid cystic carcinoma
  39. Design and functional preliminary investigation of recombinant antigen EgG1Y162–EgG1Y162 against Echinococcus granulosus
  40. Effects of losartan in patients with NAFLD: A meta-analysis of randomized controlled trial
  41. Bibliometric analysis of METTL3: Current perspectives, highlights, and trending topics
  42. Performance comparison of three scaling algorithms in NMR-based metabolomics analysis
  43. PI3K/AKT/mTOR pathway and its related molecules participate in PROK1 silence-induced anti-tumor effects on pancreatic cancer
  44. The altered expression of cytoskeletal and synaptic remodeling proteins during epilepsy
  45. Effects of pegylated recombinant human granulocyte colony-stimulating factor on lymphocytes and white blood cells of patients with malignant tumor
  46. Prostatitis as initial manifestation of Chlamydia psittaci pneumonia diagnosed by metagenome next-generation sequencing: A case report
  47. NUDT21 relieves sevoflurane-induced neurological damage in rats by down-regulating LIMK2
  48. Association of interleukin-10 rs1800896, rs1800872, and interleukin-6 rs1800795 polymorphisms with squamous cell carcinoma risk: A meta-analysis
  49. Exosomal HBV-DNA for diagnosis and treatment monitoring of chronic hepatitis B
  50. Shear stress leads to the dysfunction of endothelial cells through the Cav-1-mediated KLF2/eNOS/ERK signaling pathway under physiological conditions
  51. Interaction between the PI3K/AKT pathway and mitochondrial autophagy in macrophages and the leukocyte count in rats with LPS-induced pulmonary infection
  52. Meta-analysis of the rs231775 locus polymorphism in the CTLA-4 gene and the susceptibility to Graves’ disease in children
  53. Cloning, subcellular localization and expression of phosphate transporter gene HvPT6 of hulless barley
  54. Coptisine mitigates diabetic nephropathy via repressing the NRLP3 inflammasome
  55. Significant elevated CXCL14 and decreased IL-39 levels in patients with tuberculosis
  56. Whole-exome sequencing applications in prenatal diagnosis of fetal bowel dilatation
  57. Gemella morbillorum infective endocarditis: A case report and literature review
  58. An unusual ectopic thymoma clonal evolution analysis: A case report
  59. Severe cumulative skin toxicity during toripalimab combined with vemurafenib following toripalimab alone
  60. Detection of V. vulnificus septic shock with ARDS using mNGS
  61. Novel rare genetic variants of familial and sporadic pulmonary atresia identified by whole-exome sequencing
  62. The influence and mechanistic action of sperm DNA fragmentation index on the outcomes of assisted reproduction technology
  63. Novel compound heterozygous mutations in TELO2 in an infant with You-Hoover-Fong syndrome: A case report and literature review
  64. ctDNA as a prognostic biomarker in resectable CLM: Systematic review and meta-analysis
  65. Diagnosis of primary amoebic meningoencephalitis by metagenomic next-generation sequencing: A case report
  66. Phylogenetic analysis of promoter regions of human Dolichol kinase (DOLK) and orthologous genes using bioinformatics tools
  67. Collagen changes in rabbit conjunctiva after conjunctival crosslinking
  68. Effects of NM23 transfection of human gastric carcinoma cells in mice
  69. Oral nifedipine and phytosterol, intravenous nicardipine, and oral nifedipine only: Three-arm, retrospective, cohort study for management of severe preeclampsia
  70. Case report of hepatic retiform hemangioendothelioma: A rare tumor treated with ultrasound-guided microwave ablation
  71. Curcumin induces apoptosis in human hepatocellular carcinoma cells by decreasing the expression of STAT3/VEGF/HIF-1α signaling
  72. Rare presentation of double-clonal Waldenström macroglobulinemia with pulmonary embolism: A case report
  73. Giant duplication of the transverse colon in an adult: A case report and literature review
  74. Ectopic thyroid tissue in the breast: A case report
  75. SDR16C5 promotes proliferation and migration and inhibits apoptosis in pancreatic cancer
  76. Vaginal metastasis from breast cancer: A case report
  77. Screening of the best time window for MSC transplantation to treat acute myocardial infarction with SDF-1α antibody-loaded targeted ultrasonic microbubbles: An in vivo study in miniswine
  78. Inhibition of TAZ impairs the migration ability of melanoma cells
  79. Molecular complexity analysis of the diagnosis of Gitelman syndrome in China
  80. Effects of maternal calcium and protein intake on the development and bone metabolism of offspring mice
  81. Identification of winter wheat pests and diseases based on improved convolutional neural network
  82. Ultra-multiplex PCR technique to guide treatment of Aspergillus-infected aortic valve prostheses
  83. Virtual high-throughput screening: Potential inhibitors targeting aminopeptidase N (CD13) and PIKfyve for SARS-CoV-2
  84. Immune checkpoint inhibitors in cancer patients with COVID-19
  85. Utility of methylene blue mixed with autologous blood in preoperative localization of pulmonary nodules and masses
  86. Integrated analysis of the microbiome and transcriptome in stomach adenocarcinoma
  87. Berberine suppressed sarcopenia insulin resistance through SIRT1-mediated mitophagy
  88. DUSP2 inhibits the progression of lupus nephritis in mice by regulating the STAT3 pathway
  89. Lung abscess by Fusobacterium nucleatum and Streptococcus spp. co-infection by mNGS: A case series
  90. Genetic alterations of KRAS and TP53 in intrahepatic cholangiocarcinoma associated with poor prognosis
  91. Granulomatous polyangiitis involving the fourth ventricle: Report of a rare case and a literature review
  92. Studying infant mortality: A demographic analysis based on data mining models
  93. Metaplastic breast carcinoma with osseous differentiation: A report of a rare case and literature review
  94. Protein Z modulates the metastasis of lung adenocarcinoma cells
  95. Inhibition of pyroptosis and apoptosis by capsaicin protects against LPS-induced acute kidney injury through TRPV1/UCP2 axis in vitro
  96. TAK-242, a toll-like receptor 4 antagonist, against brain injury by alleviates autophagy and inflammation in rats
  97. Primary mediastinum Ewing’s sarcoma with pleural effusion: A case report and literature review
  98. Association of ADRB2 gene polymorphisms and intestinal microbiota in Chinese Han adolescents
  99. Tanshinone IIA alleviates chondrocyte apoptosis and extracellular matrix degeneration by inhibiting ferroptosis
  100. Study on the cytokines related to SARS-Cov-2 in testicular cells and the interaction network between cells based on scRNA-seq data
  101. Effect of periostin on bone metabolic and autophagy factors during tooth eruption in mice
  102. HP1 induces ferroptosis of renal tubular epithelial cells through NRF2 pathway in diabetic nephropathy
  103. Intravaginal estrogen management in postmenopausal patients with vaginal squamous intraepithelial lesions along with CO2 laser ablation: A retrospective study
  104. Hepatocellular carcinoma cell differentiation trajectory predicts immunotherapy, potential therapeutic drugs, and prognosis of patients
  105. Effects of physical exercise on biomarkers of oxidative stress in healthy subjects: A meta-analysis of randomized controlled trials
  106. Identification of lysosome-related genes in connection with prognosis and immune cell infiltration for drug candidates in head and neck cancer
  107. Development of an instrument-free and low-cost ELISA dot-blot test to detect antibodies against SARS-CoV-2
  108. Research progress on gas signal molecular therapy for Parkinson’s disease
  109. Adiponectin inhibits TGF-β1-induced skin fibroblast proliferation and phenotype transformation via the p38 MAPK signaling pathway
  110. The G protein-coupled receptor-related gene signatures for predicting prognosis and immunotherapy response in bladder urothelial carcinoma
  111. α-Fetoprotein contributes to the malignant biological properties of AFP-producing gastric cancer
  112. CXCL12/CXCR4/CXCR7 axis in placenta tissues of patients with placenta previa
  113. Association between thyroid stimulating hormone levels and papillary thyroid cancer risk: A meta-analysis
  114. Significance of sTREM-1 and sST2 combined diagnosis for sepsis detection and prognosis prediction
  115. Diagnostic value of serum neuroactive substances in the acute exacerbation of chronic obstructive pulmonary disease complicated with depression
  116. Research progress of AMP-activated protein kinase and cardiac aging
  117. TRIM29 knockdown prevented the colon cancer progression through decreasing the ubiquitination levels of KRT5
  118. Cross-talk between gut microbiota and liver steatosis: Complications and therapeutic target
  119. Metastasis from small cell lung cancer to ovary: A case report
  120. The early diagnosis and pathogenic mechanisms of sepsis-related acute kidney injury
  121. The effect of NK cell therapy on sepsis secondary to lung cancer: A case report
  122. Erianin alleviates collagen-induced arthritis in mice by inhibiting Th17 cell differentiation
  123. Loss of ACOX1 in clear cell renal cell carcinoma and its correlation with clinical features
  124. Signalling pathways in the osteogenic differentiation of periodontal ligament stem cells
  125. Crosstalk between lactic acid and immune regulation and its value in the diagnosis and treatment of liver failure
  126. Clinicopathological features and differential diagnosis of gastric pleomorphic giant cell carcinoma
  127. Traumatic brain injury and rTMS-ERPs: Case report and literature review
  128. Extracellular fibrin promotes non-small cell lung cancer progression through integrin β1/PTEN/AKT signaling
  129. Knockdown of DLK4 inhibits non-small cell lung cancer tumor growth by downregulating CKS2
  130. The co-expression pattern of VEGFR-2 with indicators related to proliferation, apoptosis, and differentiation of anagen hair follicles
  131. Inflammation-related signaling pathways in tendinopathy
  132. CD4+ T cell count in HIV/TB co-infection and co-occurrence with HL: Case report and literature review
  133. Clinical analysis of severe Chlamydia psittaci pneumonia: Case series study
  134. Bioinformatics analysis to identify potential biomarkers for the pulmonary artery hypertension associated with the basement membrane
  135. Influence of MTHFR polymorphism, alone or in combination with smoking and alcohol consumption, on cancer susceptibility
  136. Catharanthus roseus (L.) G. Don counteracts the ampicillin resistance in multiple antibiotic-resistant Staphylococcus aureus by downregulation of PBP2a synthesis
  137. Combination of a bronchogenic cyst in the thoracic spinal canal with chronic myelocytic leukemia
  138. Bacterial lipoprotein plays an important role in the macrophage autophagy and apoptosis induced by Salmonella typhimurium and Staphylococcus aureus
  139. TCL1A+ B cells predict prognosis in triple-negative breast cancer through integrative analysis of single-cell and bulk transcriptomic data
  140. Ezrin promotes esophageal squamous cell carcinoma progression via the Hippo signaling pathway
  141. Ferroptosis: A potential target of macrophages in plaque vulnerability
  142. Predicting pediatric Crohn's disease based on six mRNA-constructed risk signature using comprehensive bioinformatic approaches
  143. Applications of genetic code expansion and photosensitive UAAs in studying membrane proteins
  144. HK2 contributes to the proliferation, migration, and invasion of diffuse large B-cell lymphoma cells by enhancing the ERK1/2 signaling pathway
  145. IL-17 in osteoarthritis: A narrative review
  146. Circadian cycle and neuroinflammation
  147. Probiotic management and inflammatory factors as a novel treatment in cirrhosis: A systematic review and meta-analysis
  148. Hemorrhagic meningioma with pulmonary metastasis: Case report and literature review
  149. SPOP regulates the expression profiles and alternative splicing events in human hepatocytes
  150. Knockdown of SETD5 inhibited glycolysis and tumor growth in gastric cancer cells by down-regulating Akt signaling pathway
  151. PTX3 promotes IVIG resistance-induced endothelial injury in Kawasaki disease by regulating the NF-κB pathway
  152. Pancreatic ectopic thyroid tissue: A case report and analysis of literature
  153. The prognostic impact of body mass index on female breast cancer patients in underdeveloped regions of northern China differs by menopause status and tumor molecular subtype
  154. Report on a case of liver-originating malignant melanoma of unknown primary
  155. Case report: Herbal treatment of neutropenic enterocolitis after chemotherapy for breast cancer
  156. The fibroblast growth factor–Klotho axis at molecular level
  157. Characterization of amiodarone action on currents in hERG-T618 gain-of-function mutations
  158. A case report of diagnosis and dynamic monitoring of Listeria monocytogenes meningitis with NGS
  159. Effect of autologous platelet-rich plasma on new bone formation and viability of a Marburg bone graft
  160. Small breast epithelial mucin as a useful prognostic marker for breast cancer patients
  161. Continuous non-adherent culture promotes transdifferentiation of human adipose-derived stem cells into retinal lineage
  162. Nrf3 alleviates oxidative stress and promotes the survival of colon cancer cells by activating AKT/BCL-2 signal pathway
  163. Favorable response to surufatinib in a patient with necrolytic migratory erythema: A case report
  164. Case report of atypical undernutrition of hypoproteinemia type
  165. Down-regulation of COL1A1 inhibits tumor-associated fibroblast activation and mediates matrix remodeling in the tumor microenvironment of breast cancer
  166. Sarcoma protein kinase inhibition alleviates liver fibrosis by promoting hepatic stellate cells ferroptosis
  167. Research progress of serum eosinophil in chronic obstructive pulmonary disease and asthma
  168. Clinicopathological characteristics of co-existing or mixed colorectal cancer and neuroendocrine tumor: Report of five cases
  169. Role of menopausal hormone therapy in the prevention of postmenopausal osteoporosis
  170. Precisional detection of lymph node metastasis using tFCM in colorectal cancer
  171. Advances in diagnosis and treatment of perimenopausal syndrome
  172. A study of forensic genetics: ITO index distribution and kinship judgment between two individuals
  173. Acute lupus pneumonitis resembling miliary tuberculosis: A case-based review
  174. Plasma levels of CD36 and glutathione as biomarkers for ruptured intracranial aneurysm
  175. Fractalkine modulates pulmonary angiogenesis and tube formation by modulating CX3CR1 and growth factors in PVECs
  176. Novel risk prediction models for deep vein thrombosis after thoracotomy and thoracoscopic lung cancer resections, involving coagulation and immune function
  177. Exploring the diagnostic markers of essential tremor: A study based on machine learning algorithms
  178. Evaluation of effects of small-incision approach treatment on proximal tibia fracture by deep learning algorithm-based magnetic resonance imaging
  179. An online diagnosis method for cancer lesions based on intelligent imaging analysis
  180. Medical imaging in rheumatoid arthritis: A review on deep learning approach
  181. Predictive analytics in smart healthcare for child mortality prediction using a machine learning approach
  182. Utility of neutrophil–lymphocyte ratio and platelet–lymphocyte ratio in predicting acute-on-chronic liver failure survival
  183. A biomedical decision support system for meta-analysis of bilateral upper-limb training in stroke patients with hemiplegia
  184. TNF-α and IL-8 levels are positively correlated with hypobaric hypoxic pulmonary hypertension and pulmonary vascular remodeling in rats
  185. Stochastic gradient descent optimisation for convolutional neural network for medical image segmentation
  186. Comparison of the prognostic value of four different critical illness scores in patients with sepsis-induced coagulopathy
  187. Application and teaching of computer molecular simulation embedded technology and artificial intelligence in drug research and development
  188. Hepatobiliary surgery based on intelligent image segmentation technology
  189. Value of brain injury-related indicators based on neural network in the diagnosis of neonatal hypoxic-ischemic encephalopathy
  190. Analysis of early diagnosis methods for asymmetric dementia in brain MR images based on genetic medical technology
  191. Early diagnosis for the onset of peri-implantitis based on artificial neural network
  192. Clinical significance of the detection of serum IgG4 and IgG4/IgG ratio in patients with thyroid-associated ophthalmopathy
  193. Forecast of pain degree of lumbar disc herniation based on back propagation neural network
  194. SPA-UNet: A liver tumor segmentation network based on fused multi-scale features
  195. Systematic evaluation of clinical efficacy of CYP1B1 gene polymorphism in EGFR mutant non-small cell lung cancer observed by medical image
  196. Rehabilitation effect of intelligent rehabilitation training system on hemiplegic limb spasms after stroke
  197. A novel approach for minimising anti-aliasing effects in EEG data acquisition
  198. ErbB4 promotes M2 activation of macrophages in idiopathic pulmonary fibrosis
  199. Clinical role of CYP1B1 gene polymorphism in prediction of postoperative chemotherapy efficacy in NSCLC based on individualized health model
  200. Lung nodule segmentation via semi-residual multi-resolution neural networks
  201. Evaluation of brain nerve function in ICU patients with Delirium by deep learning algorithm-based resting state MRI
  202. A data mining technique for detecting malignant mesothelioma cancer using multiple regression analysis
  203. Markov model combined with MR diffusion tensor imaging for predicting the onset of Alzheimer’s disease
  204. Effectiveness of the treatment of depression associated with cancer and neuroimaging changes in depression-related brain regions in patients treated with the mediator-deuterium acupuncture method
  205. Molecular mechanism of colorectal cancer and screening of molecular markers based on bioinformatics analysis
  206. Monitoring and evaluation of anesthesia depth status data based on neuroscience
  207. Exploring the conformational dynamics and thermodynamics of EGFR S768I and G719X + S768I mutations in non-small cell lung cancer: An in silico approaches
  208. Optimised feature selection-driven convolutional neural network using gray level co-occurrence matrix for detection of cervical cancer
  209. Incidence of different pressure patterns of spinal cerebellar ataxia and analysis of imaging and genetic diagnosis
  210. Pathogenic bacteria and treatment resistance in older cardiovascular disease patients with lung infection and risk prediction model
  211. Adoption value of support vector machine algorithm-based computed tomography imaging in the diagnosis of secondary pulmonary fungal infections in patients with malignant hematological disorders
  212. From slides to insights: Harnessing deep learning for prognostic survival prediction in human colorectal cancer histology
  213. Ecology and Environmental Science
  214. Monitoring of hourly carbon dioxide concentration under different land use types in arid ecosystem
  215. Comparing the differences of prokaryotic microbial community between pit walls and bottom from Chinese liquor revealed by 16S rRNA gene sequencing
  216. Effects of cadmium stress on fruits germination and growth of two herbage species
  217. Bamboo charcoal affects soil properties and bacterial community in tea plantations
  218. Optimization of biogas potential using kinetic models, response surface methodology, and instrumental evidence for biodegradation of tannery fleshings during anaerobic digestion
  219. Understory vegetation diversity patterns of Platycladus orientalis and Pinus elliottii communities in Central and Southern China
  220. Studies on macrofungi diversity and discovery of new species of Abortiporus from Baotianman World Biosphere Reserve
  221. Food Science
  222. Effect of berrycactus fruit (Myrtillocactus geometrizans) on glutamate, glutamine, and GABA levels in the frontal cortex of rats fed with a high-fat diet
  223. Guesstimate of thymoquinone diversity in Nigella sativa L. genotypes and elite varieties collected from Indian states using HPTLC technique
  224. Analysis of bacterial community structure of Fuzhuan tea with different processing techniques
  225. Untargeted metabolomics reveals sour jujube kernel benefiting the nutritional value and flavor of Morchella esculenta
  226. Mycobiota in Slovak wine grapes: A case study from the small Carpathians wine region
  227. Elemental analysis of Fadogia ancylantha leaves used as a nutraceutical in Mashonaland West Province, Zimbabwe
  228. Microbiological transglutaminase: Biotechnological application in the food industry
  229. Influence of solvent-free extraction of fish oil from catfish (Clarias magur) heads using a Taguchi orthogonal array design: A qualitative and quantitative approach
  230. Chromatographic analysis of the chemical composition and anticancer activities of Curcuma longa extract cultivated in Palestine
  231. The potential for the use of leghemoglobin and plant ferritin as sources of iron
  232. Investigating the association between dietary patterns and glycemic control among children and adolescents with T1DM
  233. Bioengineering and Biotechnology
  234. Biocompatibility and osteointegration capability of β-TCP manufactured by stereolithography 3D printing: In vitro study
  235. Clinical characteristics and the prognosis of diabetic foot in Tibet: A single center, retrospective study
  236. Agriculture
  237. Biofertilizer and NPSB fertilizer application effects on nodulation and productivity of common bean (Phaseolus vulgaris L.) at Sodo Zuria, Southern Ethiopia
  238. On correlation between canopy vegetation and growth indexes of maize varieties with different nitrogen efficiencies
  239. Exopolysaccharides from Pseudomonas tolaasii inhibit the growth of Pleurotus ostreatus mycelia
  240. A transcriptomic evaluation of the mechanism of programmed cell death of the replaceable bud in Chinese chestnut
  241. Melatonin enhances salt tolerance in sorghum by modulating photosynthetic performance, osmoregulation, antioxidant defense, and ion homeostasis
  242. Effects of plant density on alfalfa (Medicago sativa L.) seed yield in western Heilongjiang areas
  243. Identification of rice leaf diseases and deficiency disorders using a novel DeepBatch technique
  244. Artificial intelligence and internet of things oriented sustainable precision farming: Towards modern agriculture
  245. Animal Sciences
  246. Effect of ketogenic diet on exercise tolerance and transcriptome of gastrocnemius in mice
  247. Combined analysis of mRNA–miRNA from testis tissue in Tibetan sheep with different FecB genotypes
  248. Isolation, identification, and drug resistance of a partially isolated bacterium from the gill of Siniperca chuatsi
  249. Tracking behavioral changes of confined sows from the first mating to the third parity
  250. The sequencing of the key genes and end products in the TLR4 signaling pathway from the kidney of Rana dybowskii exposed to Aeromonas hydrophila
  251. Development of a new candidate vaccine against piglet diarrhea caused by Escherichia coli
  252. Plant Sciences
  253. Crown and diameter structure of pure Pinus massoniana Lamb. forest in Hunan province, China
  254. Genetic evaluation and germplasm identification analysis on ITS2, trnL-F, and psbA-trnH of alfalfa varieties germplasm resources
  255. Tissue culture and rapid propagation technology for Gentiana rhodantha
  256. Effects of cadmium on the synthesis of active ingredients in Salvia miltiorrhiza
  257. Cloning and expression analysis of VrNAC13 gene in mung bean
  258. Chlorate-induced molecular floral transition revealed by transcriptomes
  259. Effects of warming and drought on growth and development of soybean in Hailun region
  260. Effects of different light conditions on transient expression and biomass in Nicotiana benthamiana leaves
  261. Comparative analysis of the rhizosphere microbiome and medicinally active ingredients of Atractylodes lancea from different geographical origins
  262. Distinguish Dianthus species or varieties based on chloroplast genomes
  263. Comparative transcriptomes reveal molecular mechanisms of apple blossoms of different tolerance genotypes to chilling injury
  264. Study on fresh processing key technology and quality influence of Cut Ophiopogonis Radix based on multi-index evaluation
  265. An advanced approach for fig leaf disease detection and classification: Leveraging image processing and enhanced support vector machine methodology
  266. Erratum
  267. Erratum to “Protein Z modulates the metastasis of lung adenocarcinoma cells”
  268. Erratum to “BRCA1 subcellular localization regulated by PI3K signaling pathway in triple-negative breast cancer MDA-MB-231 cells and hormone-sensitive T47D cells”
  269. Retraction
  270. Retraction to “Protocatechuic acid attenuates cerebral aneurysm formation and progression by inhibiting TNF-alpha/Nrf-2/NF-kB-mediated inflammatory mechanisms in experimental rats”
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