Shanjun Cai’s research while affiliated with Zunyi Medical University and other places

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Publications (18)


Flowchart of sample selection from NHANES 2005–2008.
Vitamin B1 subgroup analysis.
Vitamin B2 subgroup analysis.
Vitamin B6 subgroup analysis.
Vitamin B12 subgroup analysis.

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Association between dietary consumption of multiple vitamins and age-related macular degeneration: a cross-sectional observational study in the National Health and Nutrition Examination Survey 2005–2008
  • Article
  • Full-text available

November 2024

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10 Reads

Zhao Liu

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Qiuyuan Wang

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Lu Li

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ShanJun Cai

Purpose Age-related macular degeneration (AMD) is one of the common causes of blindness in the elderly worldwide. Its prevention and monitoring indicators remain a key area of research. This study aims to examine the association between vitamin intake and AMD prevalence. Methods Data from the National Health and Nutrition Examination Survey (NHANES) from 2005 to 2008 were used for cross-sectional analysis. Logistic regression models, subgroup analyses and multicollinearity regression were employed to assess the association between vitamin intake and AMD. Results A total of 1,627 participants were included, with 54.5% (weighted) males and 45.5% (weighted) females. Significant differences were observed in the intake of vitamins B (B1, B2, B6, and B12), E, and folic acid between the AMD and Non-AMD groups. The Non-AMD group had higher average intakes (weighted) of vitamin B1 (1.71 ± 1.10 vs. 1.37 ± 0.64), B2 (2.42 ± 1.22 vs. 1.86 ± 0.70), B6 (2.05 ± 1.25 vs. 1.71 ± 0.85), B12 (5.73 ± 6.18 vs. 4.54 ± 3.27), E (7.93 ± 5.47 vs. 6.39 ± 2.86), and folic acid (181.87 ± 178.04 vs. 140.72 ± 124.60). Logistic regression and subgroup analyses further supported these findings. Conclusion This study found that higher vitamin intakes B and E were associated with a lower prevalence of AMD in the U.S. population. Eating a healthy diet rich in vitamins B and E, particularly B2 (eggs, green vegetables, meat, mushrooms, and almonds) may help to reduce vision loss due to AMD. However, since this is a cross-sectional study, causal associations between vitamin intake and AMD cannot be established. Further randomized clinical trials are needed to confirm these findings.

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Diagram of the approach used by Mendelian randomization studies, which compare the observed genotype-outcome association with the expected genotype-outcome association: βx ~ G: regression coefficient of the genetic variant-exposure association. βY ~ G: regression coefficient of the genetic variant-outcome association. βMR: regression coefficient of the exposure-outcome association.
A simple multivariable Mendelian randomization model with two exposures. β1 and β2 are the intercept and effects of exposure on the outcome.
Two-sample MR analysis: (A) forward analysis of atrophic AMD, (B) forward analysis of exudative AMD, (C) reverse analysis of atrophic AMD, and (D) reverse analysis of exudative AMD.
Multivariate MR analysis: (A) atrophic AMD analysis and (B) exudative AMD analysis.
Exploring the relationship between cathepsin and age-related macular degeneration using Mendelian randomization

Purpose Age-related macular degeneration (AMD) is the leading cause of low vision and even blindness in the elderly population worldwide. However, no studies have been conducted to analyze the causal relationship between the cathepsin family and AMD. The present study aimed to explore and analyze this potential association using Mendelian randomization (MR). Methods In this study, AMD was classified into two types: exudative AMD and atrophic AMD. Inverse-variance weighting (IVW) was used as the main analysis method. The association between nine cathepsins and the two classifications of AMD were analyzed using multivariable Mendelian randomization (MVMR). Sensitivity analysis included Cochran’s Q-test and the MR-Egger intercept test. Results Two-sample MR analysis showed that higher levels of cathepsin L2 were associated with a delay in the development of atrophic AMD (IVW: p = 0.017; OR = 0.885; 95% CI = 0.799–0.979). Reverse MR analysis indicated that cathepsin E levels were increased in individuals with atrophic (IVW: p = 0.023; OR = 1.058; 95% CI = 1.007–1.111) and exudative AMD (IVW: p = 0.018; OR = 1.061; 95% CI 1 = 1.010–1.115). MVMR analysis indicated a causal relationship between cathepsin G (IVW: p = 0.025; OR = 1.124; 95% CI = 1.014–1.245), cathepsin O (IVW: p = 0.043, OR = 1.158, 95% CI = 1.004–1.336), and exudative AMD after coordinating for other types of cathepsin. Conclusion This study demonstrated a potential link between the cathepsin family and the onset of AMD. Elevated serum concentrations of cathepsin L2 may serve as a protective factor for atrophic AMD, while increased levels of serum cathepsin G and O concentrations may promote the development of exudative AMD. Besides, the development of AMD may be associated with elevated serum concentrations of cathepsin E.




Advances in the study of microparticles in diabetic retinopathy

April 2024

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8 Reads

Postgraduate Medical Journal

Diabetic retinopathy (DR) is one of the common diabetic microangiopathies, which severely impairs vision in diabetic population. The underlying mechanisms regarding the development of DR are not fully understood, and there is a lack of biomarkers to guide clinical, assessment of disease progression. Recently researchers have found that microparticles (MP) and its bioactive molecules are involved in the development of DR. MP is widely distributed in the circulation and can exert autocrine and paracrine benefits in intercellular signalling, provide a catalytic platform for the thrombospondin complex to promote coagulation, and promote the accumulation of reactive oxygen species to cause endothelial damage. MP interacts with advanced glycosylation end products (AGE) and AGE receptor (RAGE) to activate inflammatory pathways. MP carries a variety of miRNAs that regulate the vascular endothelial growth factor generation pathway. MP has also been applied to the exploration of mesenchymal stromal cell replacement therapy to treat DR. In a word, MP provides new ideas for the study of DR. MP has emerged as a marker to assess the progression of DR. As a potential therapeutic target, MP also has considerable research value.


Effect of sutureless scleral fixed intraocular lens implantation on aphakic eyes: a system review and meta-analysis

December 2023

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33 Reads

BMC Ophthalmology

Background Sutureless scleral fixed intraocular lens implantation (SF-IOL) has become one of the mainstream schemes in clinical treatment of aphakic eyes because of its advantages, such as avoiding dislocation of intraocular lens or subluxation caused by suture degradation or fracture and significant improvement of postoperative visual acuity. However, a consensus on the relative effectiveness and safety of this operation and other methods is still lacking. This study aimed to compare the efficacy and safety of sutureless SF-IOL with other methods. Aphakia means that the lens leaves the normal position and loses its original function, including absence or complete dislocation and subluxation of the lens which could cause anisometropic amblyopia, strabismus, and loss of binocular function in children and adolescents. For adults, the loss of the lens could lead to high hyperopia and affect vision. Above all this disease can seriously affect the quality of life of patients. Methods Literature about sutureless SF-IOL in PubMed, Cochrane Library, Embase, Web of Science, China National Knowledge Infrastructure, China Technical Journal VIP database, and Wanfang database published from 2000 to 2022 was reviewed. The weighted average difference was calculated by RevMan5.3 software for analysis. Two researchers independently selected the study and used the Cochrane collaboration tool to assess the risk of errors. Cochrane bias risk tool was used to evaluate the quality of evidence. This study is registered on PROSPERO (CRD42022363282). Results The postoperative IOL-related astigmatism of sutureless SF-IOL was lower than that of suture SF-IOL, and there was statistical difference when we compared the absolute postoperative spherical equivalent after sutureless SF-IOL and suture SF-IOL. Indicating that the degree of refractive error after sutureless SF-IOL was lower. Meanwhile, the operation time of sutureless SF-IOL was shorter than that of suture SF-IOL. The subgroup analysis showed that the absolute postoperative spherical equivalent and astigmatism values in Yamane technique were lower than those in suture SF-IOL. Conclusion Sutureless SF-IOL has the advantages of stable refraction, short operation time, and less postoperative complications. However, high-quality literature to compare these technologies is lacking. Some long-term follow-up longitudinal prospective studies are needed to confirm the findings.


Baseline characteristics (full analysis set)
Efficacy and Safety of Biosimilar QL1207 vs. the Reference Aflibercept for Patients with Neovascular Age-Related Macular Degeneration: A Randomized Phase 3 Trial

November 2023

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59 Reads

Ophthalmology and Therapy

This trial aimed to compare the efficacy and safety between biosimilar QL1207 and the reference aflibercept for the treatment of neovascular age-related macular degeneration (nAMD). This randomized, double-blind, phase 3 trial was conducted at 35 centers in China. Patients aged ≥ 50 years old with untreated subfoveal choroidal neovascularization secondary to nAMD and best-corrected visual acuity (BCVA) letter score of 73–34 were eligible. Patients were randomly assigned to receive intravitreous injections of QL1207 or aflibercept 2 mg (0.05 ml) in the study eye every 4 weeks for the first 3 months, followed by 2 mg every 8 weeks until week 48, stratified by baseline BCVA ≥ or < 45 letters. The primary endpoint was BCVA change from baseline at week 12. The equivalence margin was ± 5 letters. The safety, immunogenicity, pharmacokinetics (PK), and plasma vascular endothelial growth factor (VEGF) concentration were also evaluated. A total of 366 patients were enrolled (QL1207 group, n = 185; aflibercept group, n = 181) from Aug 2019 to Jan 2022 with comparable baseline characteristics. The least-squares mean difference in BCVA changes was − 1.1 letters (95% confidence interval − 3.0 to 0.7; P = 0.2275) between the two groups, within the equivalence margin. The incidences of treatment-emergent adverse events (TEAE; QL1207: 71.4% [132/185] vs. aflibercept: 71.8% [130/181]) and serious TEAE (QL1207: 14.1% [26] vs. aflibercept: 12.7% [23]) appeared comparable between treatment groups, and no new safety signal was found. Anti-drug antibody, PK profiles, and VEGF concentration were similar between the two groups. QL1207 has equivalent efficacy to aflibercept for nAMD with similar safety profiles. It could be used as an alternative anti-VEGF agent for clinical practice. ClinicalTrials.gov: NCT05345236 (retrospectively registered on April 25, 2022); National Medical Products Administration of China: CTR20190937 (May 20, 2019).


Serum disease-specific IgG Fc glycosylation as potential biomarkers for nonproliferative diabetic retinopathy using mass spectrometry

June 2023

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14 Reads

Experimental Eye Research

Objective: To explore the potential of serum disease-specific immunoglobulin G (DSIgG) glycosylation as a biomarker for the diagnosis of nonproliferative diabetic retinopathy (NPDR). Methods: A total of 387 consecutive diabetic patients presenting in an eye clinic without proliferative diabetic retinopathy (DR) were included and divided into those with nondiabetic retinopathy (NDR) (n = 181) and NPDR (n = 206) groups. Serum was collected from all patients for DSIgG separation. The enriched glycopeptides of the tryptic digests of DSIgG were detected using matrix-assisted laser desorption ionization time-of-flight mass spectrometry (MALDI-TOF MS). Patients were randomly divided into discovery and validation sets (1:1). The differences in glycopeptide ratios between the groups were compared by using Student's t-test or the Mann-Whitney U test. The predictive ability of the model was assessed using the area under the receiver operating characteristic curve (AUC). Results: DSIgG1 G1FN/G0FN, G2N/G2, G2FN/G2N and DSIgG2 G1F/G0F, G1FN/G0FN, G2N/G1N, G2S/G2 were significantly different between NDR and NPDR patients (p < 0.05) in both the discovery and validation sets. The prediction model that was built comprising the seven glycopeptide ratios showed good NPDR prediction performance with an AUC of 0.85 in the discovery set and 0.87 in the validation set. Conclusion: DSIgG Fc N-glycosylation ratios were associated with NPDR and can be used as potential biomarkers for the early diagnosis of DR.


General clinical data
Comparison of choroidal thickness between the study group and the control group
Multiple linear regression analysis of factors inuencing choroidal thickness change
Study on the relationship between the choroidal thickness and hormone levels with central serous chorioretinopathy

March 2023

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11 Reads

Objective To investigate whether the choroidal thickness in central serous chorioretinopathy is related to endogenous hormone levels. Methods A case-control study. From July 2020 to October 2021, 60 male patients diagnosed with central serous chorioretinopathy at the ophthalmology clinic of the affiliated Hospital of Zunyi Medical University, and 60 healthy, young and middle-aged men were collected as the control group. There were 53 cases of acute CSC (106 eyes) and 7 cases of chronic CSC (14 eyes). The study and control groups' smoking, drinking, and sleeping habits were compared statistically, and BCVA, intraocular pressure, and eye axis were assessed. The macular choroidal thickness was measured by enhanced depth imaging-optical coherence tomography (EDI-OCT) from 2 to 5 p.m, measured at the subfoveal choroidal thickness (SFCT), above the fovea, below, nasal and temporal 750 μm, and the average macular choroidal thickness was the average of the five sites. Blood samples were taken from the control and study groups corresponding to the measuring time, and the levels of adrenaline, norepinephrine, dopamine, cortisol, aldosterone, total testosterone and estradiol were measured by radioimmunoassay. The Chi-square test was used in univariate analysis. Spearman correlation analysis was used to analyze the correlation between continuous numerical variables which did not obey normal distribution. The independent variables of p value < 0.05 in univariate analysis were included in multiple linear regression analysis. Results 1. There was no significant difference in age, smoking, drinking and sleep habits between the study group and the control group (p=0.053, 0.099, 0.079, 0.095). 2. There were significant differences in the average choroidal thickness between the affected eyes and the contralateral eyes in the study group and the control group (p<0.05). There was no significant difference in the average macular choroidal thickness between the affected eyes and the contralateral eyes in the study group (p>0.05). 3. The levels of norepinephrine and total testosterone in the study group were significantly different from those in the control group (p< 0.05). 4. There was a positive correlation between the average macular choroidal thickness and norepinephrine and total testosterone (p<0.001, r=0.348, r=0.446). Conclusion Average choroidal thickness in macular area of CSC eyes and contralateral eyes increased. Norepinephrine and total testosterone are the main factors affecting the average choroidal thickness in macular area of CSC.



Citations (4)


... It is a developmental disorder of retinal vessel that can develop into tractional retinal detachment in the later stage, which may lead to vision loss and is one of the leading cause of blindness in infants [4]. According to a retrospective analysis [5], ROP caused as much as 8% of blindness in children worldwide. During the first epidemic of ROP in the mid-twentieth century, the main risk factor at the time were unmonitored supplemental oxygen, the use of high concentration of oxygen and unrestricted oxygen therapy to improve survival of preterm infants, mainly affecting preterm infants in industrialized countries such as the United States and Western Europe [3,6]. ...

Reference:

Multi-risk factors joint prediction model for risk prediction of retinopathy of prematurity
The Effects of Combuxil and Leizumab on Retinal Function and Serum Interleukin-17A in Premature Infants with Retinopathy

Computational and Mathematical Methods in Medicine

... The copyright holder for this preprint this version posted March 12, 2024. ; https://doi.org/10.1101/2024.03.08.584131 doi: bioRxiv preprint permeabilization, eventually resulting in autophagic dysregulation that severely reduces the phagocytic capacity of the RPE and leads to RPE apoptosis (91,92). Furthermore, we show BrM deposits in Prcd -/mice resembling BrM thickening reported in AMD, which primarily results from lipid and protein accumulation and precedes basal deposit and drusen formation (46,93,94). ...

The effect of A2E on lysosome membrane permeability during blue light-induced human RPEs apoptosis

BMC Ophthalmology

... 26 Calcium ions play a critical role in neuronal cell death, and the Ca 2þ /PKC signaling pathway regulates the expression of photo-protective pigment epithelium-derived factor (PEDF) and the signaling intermediates inositol triphosphate (IP3) and diacylglycerol (DAG) in photodamaged human RPE cells through a feedback loop. 27 Transient receptor potential melastatin 7 (TRPM7) is a member of the transient receptor potential (TRP) channel superfamily, [28][29][30] and is widely expressed in the mammalian heart, liver, lung, kidney, and retina. 31,32 It is a bifunctional protein with structural motifs of ion channels and protein kinases. ...

[The correlation between the concentrations of VEGF and PEDF and Ca(2+)-PKC signaling pathways in human retinal pigment epithelial cells cultured in vitro after exposuring to blue light]
  • Citing Article
  • February 2016

[Zhonghua yan ke za zhi] Chinese journal of ophthalmology

... Finally, the high baseline Ca2+ levels' metabolic properties caused localised cell injury in the retinal pigment epithelial cells. The outcomes of the experiment also shown that blue light could cause the pigments in the retina to degrade [12]. ...

[The effect of blue light on human retinal pigment epithelium cells α1D subunit protein expression and vascular endothelial growth factor and basic fibroblast growth factor secretion in vitro]
  • Citing Article
  • November 2014

[Zhonghua yan ke za zhi] Chinese journal of ophthalmology