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Such-Gruchot A, Mizerska-Wasiak M, Płatos E, Pańczyk-Tomaszewska M. Modern Biomarkers in IgA Nephropathy and Their Potential in Paediatric Research. J Clin Med 2025; 14:3263. [PMID: 40364294 PMCID: PMC12072798 DOI: 10.3390/jcm14093263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2025] [Revised: 04/26/2025] [Accepted: 04/30/2025] [Indexed: 05/15/2025] Open
Abstract
Immunoglobulin A nephropathy (IgAN) is one of the most common forms of glomerulonephritis and one of the main causes of end-stage renal disease (ESRD), affecting up to 40% of patients after 20 years of the disease. Over the past few years, several studies have been conducted to search for biomarkers that can diagnose IgAN in a non-invasive way, select patients in the asymptomatic phase, assess the progression of the disease process and monitor its efficacy, and assess the risk of IgA nephropathy progression. Non-invasive investigations using molecules as an alternative to renal biopsy have potential relevance for diagnosis, the determination of treatment efficacy and the assessment of disease activity. For the early screening of IgAN with isolated haematuria, these factors may be useful for early intervention and result in a reduction in the risk of impaired renal function. The clinical studies discussed in this review underline that featured molecules show potential as biomarkers for the diagnosis and assessment of disease progress in IgAN.
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Affiliation(s)
- Agnieszka Such-Gruchot
- Department of Paediatrics and Nephrology, Medical University of Warsaw, 02-091 Warsaw, Poland; (A.S.-G.); (M.P.-T.)
| | - Małgorzata Mizerska-Wasiak
- Department of Paediatrics and Nephrology, Medical University of Warsaw, 02-091 Warsaw, Poland; (A.S.-G.); (M.P.-T.)
| | - Emilia Płatos
- Student’s Scientific Group at the Department of Paediatrics and Nephrology, Medical University of Warsaw, 02-091 Warsaw, Poland;
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Xiong Y, Li W, Jin S, Wan S, Wu S. Inflammation in glomerular diseases. Front Immunol 2025; 16:1526285. [PMID: 40103820 PMCID: PMC11913671 DOI: 10.3389/fimmu.2025.1526285] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2024] [Accepted: 02/12/2025] [Indexed: 03/20/2025] Open
Abstract
The structural and functional integrity of glomerular cells is critical for maintaining normal kidney function. Glomerular diseases, which involve chronic histological damage to the kidney, are related to injury to glomerular cells such as endothelial cells, mesangial cells (MCs), and podocytes. When faced with pathogenic conditions, these cells release pro-inflammatory cytokines such as chemokines, inflammatory factors, and adhesion factors. These substances interact with glomerular cells through specific inflammatory pathways, resulting in damage to the structure and function of the glomeruli, ultimately causing glomerular disease. Although the role of inflammation in chronic kidney diseases is well known, the specific molecular pathways that result in glomerular diseases remain largely unclear. For a long time, it has been believed that only immune cells can secrete inflammatory factors. Therefore, targeted therapies against immune cells were considered the first choice for treating inflammation in glomerular disease. However, emerging research indicates that non-immune cells such as glomerular endothelial cells, MCs, and podocytes can also play a role in renal inflammation by releasing inflammatory factors. Similarly, targeted therapies against glomerular cells should be considered. This review aims to uncover glomerular diseases related to inflammation and pathways in glomerular inflammation, and for the first time summarized that non-immune cells in the glomerulus can participate in glomerular inflammatory damage by secreting inflammatory factors, providing valuable references for future strategies to prevent and treat glomerular diseases. More importantly, we emphasized targeted glomerular cell therapy, which may be a key direction for the future treatment of glomerular diseases.
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Affiliation(s)
- Yongqing Xiong
- School of Rehabilitation Medicine, Gannan Medical University, Ganzhou, China
| | - Wei Li
- School of Rehabilitation Medicine, Gannan Medical University, Ganzhou, China
| | - Songzhi Jin
- School of Basic Medicine, Gannan Medical University, Ganzhou, China
| | - Shujing Wan
- School of Basic Medicine, Gannan Medical University, Ganzhou, China
| | - Suzhen Wu
- School of Basic Medicine, Gannan Medical University, Ganzhou, China
- Key Laboratory of Prevention and Treatment of Cardiovascular and Cerebrovascular Diseases, Ministry of Education, Gannan Medical University, Ganzhou, China
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Xia M, Li Y, Liu Y, Dong Z, Liu H. Single-Cell RNA-Sequencing Analysis Provides Insights into IgA Nephropathy. Biomolecules 2025; 15:191. [PMID: 40001494 PMCID: PMC11853383 DOI: 10.3390/biom15020191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2024] [Revised: 01/23/2025] [Accepted: 01/27/2025] [Indexed: 02/27/2025] Open
Abstract
IgA nephropathy (IgAN) is currently the most common primary glomerular disease worldwide, and early diagnosis and intervention contribute significantly to improving outcomes and reducing the incidence of renal failure. The pathogenesis of IgAN remains incompletely understood. In recent years, the rapid development of single-cell RNA-sequencing (scRNA-seq) technology has provided the high-resolution and rich data necessary to elucidate disease characteristics and enabled the analysis of complex interactions between individual cells and cell types. The application of scRNA-seq in IgAN successfully revealed the landscape of immunological features, including peripheral blood B-cell and Th-cell activation, cytotoxic T-cell depletion, and renal infiltrating cell subtypes, as well as the crucial role of mesangial cells and endothelial cells in the early stage of kidney injury, and also revealed the extensive intercellular interactions between renal cells. Here, we discuss the research progress of scRNA-seq technology in IgAN. These scRNA-seq profiles help us to understand the complex molecular mechanisms of IgAN and develop biomarkers and specific therapeutic strategies.
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Affiliation(s)
- Ming Xia
- Department of Nephrology, Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (M.X.); (Y.L.); (Y.L.); (Z.D.)
| | - Yifu Li
- Department of Nephrology, Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (M.X.); (Y.L.); (Y.L.); (Z.D.)
- Center for Medical Research, The Second Xiangya Hospital, Central South University, Changsha 410011, China
| | - Yu Liu
- Department of Nephrology, Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (M.X.); (Y.L.); (Y.L.); (Z.D.)
| | - Zheng Dong
- Department of Nephrology, Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (M.X.); (Y.L.); (Y.L.); (Z.D.)
- Department of Cellular Biology and Anatomy, Medical College of Georgia at Augusta University, Augusta, GA 30912, USA
- Charlie Norwood VA Medical Center, Augusta, GA 30901, USA
| | - Hong Liu
- Department of Nephrology, Hunan Key Laboratory of Kidney Disease and Blood Purification, The Second Xiangya Hospital, Central South University, Changsha 410011, China; (M.X.); (Y.L.); (Y.L.); (Z.D.)
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Keskinis C, Moysidou E, Kapsia E, Vaios V, Bintas C, Trivyza M, Christodoulou M, Lioulios G, Stai S, Nikolaidou C, Pateinakis P, Papasotiriou M, Liakopoulos V, Marinaki S, Stangou M. Factors influencing early response of IgA nephropathy following targeted-release budesonide (TRB) treatment: preliminary results from a multicenter study. Clin Kidney J 2025; 18:sfae364. [PMID: 39967795 PMCID: PMC11833314 DOI: 10.1093/ckj/sfae364] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2024] [Indexed: 02/20/2025] Open
Abstract
Background Formation of galactose-deficient IgA1 (Gd-IgA1) immunoglobulin is the initial step in the immunological cascade leading to IgA nephropathy (IgAN). Targeted-release budesonide (TRB), an evidence-based regimen without major side-effects, has recently been approved for IgAN treatment; herein we present our preliminary real-world data regarding prompt response to TRB. Methods Patients with primary IgAN who remained with Uprot >1 g/24 h despite conventional treatment for 6 months were started on TRB, and re-evaluated at 3 (T3) and 6 (T6) months. Reduction of proteinuria by ≥30%, at T3 and T6 was regarded as very early (VER) and early response (ER), respectively. Kidney biopsies were evaluated according to Oxford classification (MEST-C) score. Results Thirty-seven IgAN patients, male/female 26/11, mean ± standard deviation age 50.38 ± 14.32 years and mean time since diagnosis 45.65 ± 56.67 months, were included. Seventeen (45.94%) patients demonstrated VER, increasing to 29 (78.3%) as ER (P = .004). Patients who demonstrated VER had a shorter time interval since diagnosis compared with non-VER, 29.41 ± 6.96 vs 65.37 ± 17.64 months (P = .05), and preserved estimated glomerular filtration rate at diagnosis and T0, while time since diagnosis was the main factor associated with ER, 38.36 ± 19.6 vs 78.67 ± 18.64 months, in ER and non-ER respectively (P = .05). Patients with M0, E0, S0 and T0 had no significant changes during T0-T6, while patients with M1, E1, S1 and even T1 had significantly reduced proteinuria (P = .006, P = .0011, P < .0001 and P < .0001, respectively). Conclusions Almost half of the patients showed proteinuria reduction after TRB treatment at 3 months, and the proportion increased significantly at 6 months. Patients likely to have a prompt proteinuria reduction were relatively close to diagnosis, retained kidney function and had active lesions in kidney biopsy.
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Affiliation(s)
- Christodoulos Keskinis
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- Department of Nephrology, Papageorgiou Hospital, Thessaloniki, Greece
| | - Eleni Moysidou
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- 1 Department of Nephrology AUTH, Hippokration Hospital, Thessaloniki, Greece
| | - Eleni Kapsia
- Department of Nephrology and Renal Transplantation, Medical School, National and Kapodistrian University of Athens, Laiko Hospital, Athens, Greece
| | - Vasilios Vaios
- 2 Department of Nephrology, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki, Greece
| | - Christos Bintas
- Department of Nephrology and Renal Transplantation, Medical School, National and Kapodistrian University of Athens, Laiko Hospital, Athens, Greece
| | - Maria Trivyza
- Department of Nephrology and Renal Transplantation, University Hospital of Patras, Patras, Greece
| | - Michalis Christodoulou
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- 1st Department of Nephrology AUTH, Hippokration Hospital, Thessaloniki, Greece
| | - Georgios Lioulios
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- 1st Department of Nephrology AUTH, Hippokration Hospital, Thessaloniki, Greece
| | - Stamatia Stai
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- 1st Department of Nephrology AUTH, Hippokration Hospital, Thessaloniki, Greece
| | | | | | - Marios Papasotiriou
- Department of Nephrology and Renal Transplantation, University Hospital of Patras, Patras, Greece
| | - Vassilios Liakopoulos
- 2 Department of Nephrology, Medical School, Aristotle University of Thessaloniki, AHEPA Hospital, Thessaloniki, Greece
| | - Smaragdi Marinaki
- Department of Nephrology and Renal Transplantation, Medical School, National and Kapodistrian University of Athens, Laiko Hospital, Athens, Greece
| | - Maria Stangou
- School of Medicine, Aristotle University of Thessaloniki (AUTH), Thessaloniki, Greece
- 1st Department of Nephrology AUTH, Hippokration Hospital, Thessaloniki, Greece
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Wang H, He L, Feng L, Zhang W, Liu N, Zhang W. Non-invasive assessment of IgA nephropathy severity with [ 18F]AlF-NOTA-FAPI-04 PET/CT imaging. Clin Kidney J 2024; 17:sfae340. [PMID: 39664991 PMCID: PMC11632375 DOI: 10.1093/ckj/sfae340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2024] [Indexed: 12/13/2024] Open
Abstract
Background Renal biopsy plays a crucial role in diagnosing and assessing the severity of immunoglobulin A nephropathy (IgAN), despite being an invasive procedure with potential risk of failure. Our study focused on evaluating the capability of [18F]AlF-NOTA-FAPI-04 PET/CT in identifying the extent of pathological alterations in IgAN. Methods Twenty patients (13 males and 7 females; mean age, 44 ± 16 years) with newly diagnosed primary IgAN and 10 patients (7 males and 3 females; mean age, 51 ± 4 years) without known renal disease underwent [18F]AlF-NOTA-FAPI-04 PET/CT imaging. Kidney tissues from biopsies were stained with various techniques and examined using immunofluorescence. The Oxford classification was used to evaluate pathological indicators. Immunohistochemical staining was conducted to assess α-smooth muscle actin (αSMA) and fibroblast activation protein (FAP) expression. Renal FAPI uptake measured by positron emission tomography/computed tomography (PET/CT) (maximum and mean standardized uptake value, SUVmax and SUVmean) was correlated with histological findings. Results The renal parenchymal FAPI uptake was significantly higher in IgAN patients compared with control patients (SUVmax = 3.9 ± 1.3 vs 1.9 ± 0.4, SUVmean = 3.6 ± 1.2 vs 1.5 ± 0.4; all P < .001). We identified a significant difference in renal parenchymal FAPI uptake among the various categories of the Oxford classification. Correlation analysis revealed a positive association between SUVmax and interstitial fibrosis and tubular atrophy, as well as tubulointerstitial inflammation scores in scarred cortex and non-scarred cortex (r = 0.637, 0.593 and 0.491, all P < .05), Similar associations were observed between SUVmean and these scores (r = 0.641, 0.592 and 0.479, all P < .05). Furthermore, significant positive correlations were observed between SUVmax or SUVmean and the staining scores for glomerular αSMA and FAP, as well as for tubulointerstitial αSMA and FAP (all P < .01). Conclusion [18F]AlF-NOTA-FAPI-04 PET/CT imaging offers IgAN patients a non-invasive and reproducible auxiliary modality to monitor disease progression.
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Affiliation(s)
- Hao Wang
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
| | - Limeng He
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
| | - Lijuan Feng
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
| | - Weiwei Zhang
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
| | - Nan Liu
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
| | - Wei Zhang
- Department of Nuclear Medicine, Sichuan Provincial People's Hospital, University of Electronic Science and Technology of China, Chengdu Sichuan, China
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Liu H, Dai L, Liu J, Duan K, Yi F, Li Z. Establishment and validation of diagnostic model in immunoglobulin A nephropathy based on weighted gene co-expression network analysis. Medicine (Baltimore) 2024; 103:e39930. [PMID: 39612439 PMCID: PMC11608691 DOI: 10.1097/md.0000000000039930] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/25/2023] [Accepted: 09/13/2024] [Indexed: 12/01/2024] Open
Abstract
Bioinformatics analysis helps to understand the underlying mechanisms and adjust diagnostic and treatment strategies for immunoglobulin A nephropathy (IgAN) by screening gene expression datasets. We explored the biological function of IgAN, and established and validated a diagnostic model for IgAN using weighted gene co-expression network analysis. Using the GSE93798 and GSE37460 datasets, we performed differential expression analysis, Gene Oncology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis, constructed a protein-protein network, and identified hub genes. A diagnostic model was built using a receiver operating characteristic curve, calibration plot, and decision curve analysis. Two Gene Expression Omnibus (GEO) datasets were integrated to screen 38 differentially expressed genes between patients with IgAN and normal kidney donors in glomerular samples. KEGG enrichment analysis showed that the differentially expressed genes were mainly enriched in the IL-17 and relaxin signaling pathways. We constructed a protein-protein interaction (PPI) network of differentially expressed genes using the STRING database and cross-compared it with the results of weighted gene correlation network analysis to screen out the top 10 key genes: FOS, EGR2, FOSB, NR4A1, BR4A3, FOSL1, NR4A2, ALB, CD53, C3AR1.We also found that the immune infiltration level was remarkably increased in IgAN tissues. We established a 5-gene panel diagnostic model (ACTA2, ALB, AFM, ALDH1L1, and ALDH6A1). The combined diagnostic ability was high, with the area under the curve (AUC) was 0.964. Based on these 5 genes, we also developed a risk-scoring evaluation system for individuals. The calibration plot indicated that the nomogram-predicted probability of nonadherence was highly correlated with actual diagnosed nonadherence, and the decision curve analysis indicated that patients had a relatively good net benefit. The model and gene expression were also validated using an external dataset. Our study provides directions for exploring the potential molecular mechanisms of IgAN as well as diagnostic and therapeutic strategies.
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Affiliation(s)
- Haibo Liu
- Department of Emergency, Yueyang Central Hospital, Yueyang, Hunan Province, China
| | - Lingling Dai
- Department of Gynaecology, Shenzhen Nanshan People’s Hospital, Shenzhen, Guangdong Province, China
| | - Jie Liu
- Department of Emergency, Shenzhen United Family Hospital, Shenzhen, Guangdong Province, China
| | - Kai Duan
- Department of Emergency, Yueyang Central Hospital, Yueyang, Hunan Province, China
| | - Feng Yi
- Department of Emergency, Yueyang Central Hospital, Yueyang, Hunan Province, China
| | - Zhuo Li
- Department of Emergency, Shenzhen Nanshan People’s Hospital, Shenzhen, Guangdong Province, China
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Liang X, Jiang X. The hemoglobin, albumin, lymphocyte, and platelet (HALP) score is associated with severe renal tubular atrophy/interstitial fibrosis in IgA nephropathy. Eur J Med Res 2024; 29:542. [PMID: 39533443 PMCID: PMC11558843 DOI: 10.1186/s40001-024-02148-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2023] [Accepted: 11/05/2024] [Indexed: 11/16/2024] Open
Abstract
OBJECTIVES This study was performed to investigate the relationship between hemoglobin, albumin, lymphocyte and platelet (HALP) score and Oxford classification severe tubular atrophy/interstitial fibrosis (T2) in IgA nephropathy (IgAN). METHODS The clinical data and pathological findings of patients with IgA nephropathy diagnosed through renal biopsy at Hangzhou Hospital of Traditional Chinese Medicine between June 1, 2019 and May 31, 2022 were retrospectively collected and analyzed. The HALP score was calculated as hemoglobin (g/L) × albumin (g/L) × lymphocytes (/L)/ platelets (/L). According to the quartile of HALP scores in the study population, the subjects were divided into four groups: Quartile 1 (< 30.72), Quartile 2 (30.72-39.97), Quartile 3 (39.97-53.25) and Quartile 4(> 53.25). According to the extent of tubular atrophy/interstitial fibrosis, patients were categorized into mild to moderate injury (T0 + T1, ≤ 50%) and severe injury (T2, > 50%). The relationship between HALP score and severe tubular atrophy/interstitial fibrosis was investigated using Spearman's rank correlation coefficient, logistic regression analysis, restricted cubic splines (RCS), and receiver operating characteristic (ROC) curve analysis. RESULTS A total of 895 patients diagnosed with IgAN were included in this study, with an average age of 40.97 ± 12.261 years. Among them, 384 (42.9%) were male and 61 (6.8%) exhibited severe tubular atrophy/interstitial fibrosis. Multifactorial logistic regression analysis revealed that HALP independently influenced T2 (OR = 0.952, 95% CI 0.923-0.982, P = 0.002). Compared to Quartile 1, patients in Quartile 4 exhibited a significantly reduced risk of T2 (OR = 0.205, 95% CI 0.058-0.722, P = 0.014). Restricted cubic splines analysis revealed a linear inverse association between HALP and T2 risk (nonlinear P = 0.896). Furthermore, the receiver operating characteristic curve demonstrated that HALP possessed predictive value for T2 (AUC = 0.693, Jorden index = 0.324), and the cutoff value of HALP score is 36.54. CONCLUSIONS The risk of severe renal tubular atrophy/interstitial fibrosis is higher in IgAN patients with low HALP. HALP greater than 36.54 May reduce the risk of severe tubular atrophy/interstitial fibrosis.
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Affiliation(s)
- Xiaoli Liang
- Department of Nephrology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, 453 Stadium Road, Hangzhou, Zhejiang, 310000, People's Republic of China
| | - Xue Jiang
- Department of Nephrology, Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, 453 Stadium Road, Hangzhou, Zhejiang, 310000, People's Republic of China.
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Bi X, Yu Y, Zhou S, Zhou Y, Zhao J, Xiong J. Immunosuppressant Agents as Add-On Therapy Failed to Improve the Outcome of Immunoglobulin A Nephropathy with Crescent Score C1. Nephron Clin Pract 2024; 148:587-600. [PMID: 38723614 DOI: 10.1159/000534788] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2023] [Accepted: 10/11/2023] [Indexed: 06/19/2024] Open
Abstract
INTRODUCTION The renoprotective benefits of adding immunosuppressant therapy to corticosteroid (CS) treatment for immunoglobulin A nephropathy (IgAN) patients with less than 25% crescent formation (C1) remain uncertain, warranting further research. METHODS A retrospective study was conducted on IgAN patients with crescent C1 lesions confirmed by renal biopsy at Xinqiao Hospital between May 1, 2017, and May 1, 2020. Patients were stratified into either the CS treatment group or the CS combined with an additional immunosuppressant therapy group. Follow-up assessments were conducted within 24 months. Propensity score analysis was used to match patients receiving CS and CS + immunosuppressant drug treatment in a 1:1 ratio. Primary outcomes included changes in estimated glomerular filtration rate (eGFR) and urine albumin-to-creatinine ratio (UACR). Subgroup analyses were performed to evaluate the benefits of different populations. Composite endpoint outcomes comprised a 30% eGFR decrease, end-stage kidney disease (ESKD) necessitating dialysis or transplant, or kidney disease-related mortality. Adverse events were also compared between the two groups. RESULTS 296 IgAN patients with C1 lesions were included in the analysis. Baseline characteristics indicated that IgAN patients in the CS + immunosuppressant group exhibited poorer renal function and higher UACR levels. Propensity score analysis effectively minimized the influence of baseline clinical characteristics, including age, serum creatinine, initial eGFR, UACR, and 24-h proteinuria. Both treatment groups demonstrated continuous eGFR improvement and significant UACR reduction during follow-up, especially at 6 months. However, no significant differences in eGFR and UACR reduction rates were observed between the two groups throughout the entire follow-up period, both before and after matching. Subgroup analysis revealed improved eGFR in both treatment groups, notably among patients with an initial eGFR below 90 mL/min/1.73 m2. Conversely, IgAN patients with C1 lesions and a cellular crescent ratio exceeding 50% treated with CS and immunosuppressant therapy experienced a significant improvement in renal function and a decline in urinary protein creatinine ratio. Composite endpoint outcomes did not significantly differ between the two groups, while the incidence of adverse events was comparable. CONCLUSION Our findings suggest that the addition of immunosuppressant therapy to corticosteroid monotherapy did not confer significant therapeutic advantages in patients with C1 lesions compared to CS monotherapy, although some specific patient populations appeared to derive modest benefits from this combined approach.
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Affiliation(s)
- Xianjin Bi
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
- Department of Cardiovasology, People's Liberation Army Joint Logistic Support Force 945th Hospital, Yaan, China
| | - Yanlin Yu
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Siyan Zhou
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Yue Zhou
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jinghong Zhao
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
| | - Jiachuan Xiong
- Department of Nephrology, The Key Laboratory for the Prevention and Treatment of Chronic Kidney Disease of Chongqing, Kidney Center of PLA, Xinqiao Hospital, Army Medical University (Third Military Medical University), Chongqing, China
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Sági B, Vas T, Csiky B, Nagy J, Kovács TJ. Are Platelet-Related Parameters Prognostic Predictors of Renal and Cardiovascular Outcomes in IgA Nephropathy? J Clin Med 2024; 13:991. [PMID: 38398303 PMCID: PMC10889748 DOI: 10.3390/jcm13040991] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/02/2024] [Revised: 02/03/2024] [Accepted: 02/06/2024] [Indexed: 02/25/2024] Open
Abstract
Background: IgA nephropathy (IgAN) is associated with chronic inflammation. Platelet-related parameters, such as the platelet (PLT) count, platelet-to-albumin ratio (PAR), and platelet-to-lymphocyte ratio (PLR), were examined as potential prognostic indicators for renal and cardiovascular (CV) outcomes in IgAN. We were interested in whether platelet-related parameters are risk factors for ESKD and CV events in IgAN patients. Methods: In a monocentric retrospective study, 124 IgAN patients were divided into two groups based on the cut-off value of the PAR. All-cause mortality, major CV events, and end-stage renal disease were the primary combined endpoints. Secondary endpoints, such as CV or renal endpoints, were also analyzed separately. Results: The patients' mean age was 43.7 ± 13.5 years, and the follow-up time was 124 ± 67 months. The K-M curve showed that the PLR, PAR, and PLT were strongly associated with primary combined (p = 0.002, p = 0.004, p = 0.001) and renal outcomes (p < 0.001, p < 0.001, p < 0.001), but not with CV outcomes in IgAN. However, when combined with left ventricular hypertrophy (LVH) or metabolic syndrome (MetS), the PAR was found to be a significant predictor of both primary (p < 0.001, p < 0.001) and secondary outcomes (p = 0.001 and p = 0.038; p = 0.001 and p = 0.015). Additionally, the PLR correlated with albuminuria (r = -0.165, p = 0.033) and LVH (r = -0.178, p = 0.025), while PLT correlated with eGFR (r = 0.158, p = 0.040). Conclusions. Elevated PARs and PLRs may predict progression to end-stage kidney disease, but in combination with LVH and MetS, they were related to CV events in IgAN. The determination of PARs and PLRs can be useful and cost-effective parameters for assessing both cardiovascular and renal risks in IgAN.
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Affiliation(s)
- Balázs Sági
- 2nd Department of Internal Medicine and Nephrology, Diabetes Center, Clinical Center, Medical School, University of Pécs, 7624 Pécs, Hungary; (B.S.); (B.C.); (J.N.)
- Triton Life Dialysis Center, 7624 Pécs, Hungary
| | - Tibor Vas
- 2nd Department of Internal Medicine and Nephrology, Diabetes Center, Clinical Center, Medical School, University of Pécs, 7624 Pécs, Hungary; (B.S.); (B.C.); (J.N.)
| | - Botond Csiky
- 2nd Department of Internal Medicine and Nephrology, Diabetes Center, Clinical Center, Medical School, University of Pécs, 7624 Pécs, Hungary; (B.S.); (B.C.); (J.N.)
- Triton Life Dialysis Center, 7624 Pécs, Hungary
| | - Judit Nagy
- 2nd Department of Internal Medicine and Nephrology, Diabetes Center, Clinical Center, Medical School, University of Pécs, 7624 Pécs, Hungary; (B.S.); (B.C.); (J.N.)
| | - Tibor József Kovács
- 2nd Department of Internal Medicine and Nephrology, Diabetes Center, Clinical Center, Medical School, University of Pécs, 7624 Pécs, Hungary; (B.S.); (B.C.); (J.N.)
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10
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Schena FP, Chiurlia S, Abbrescia DI, Cox SN. Kidney and urine cell transcriptomics in IgA nephropathy and lupus nephritis: a narrative review. Clin Kidney J 2024; 17:sfad121. [PMID: 38186900 PMCID: PMC10765090 DOI: 10.1093/ckj/sfad121] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2023] [Indexed: 01/09/2024] Open
Abstract
This narrative review sheds light on the use of transcriptomics in the analysis of kidney biopsies and urinary cell samples from patients with immunoglobulin A nephropathy or lupus nephritis. The conventional methods of examining kidney biopsy through light microscopy, immunofluorescence and electron microscopy provide valuable clinical information for diagnosis and prognosis but have some limitations that transcriptomics can address. Some recent studies have reported that kidney transcriptomics has uncovered new molecular biomarkers implicated in the inflammatory process induced by the deposition of circulating immune complexes in the investigated kidney diseases. In addition, transcriptomics applied to urinary cells mirrors the inflammatory process that occurs in the kidney. This means that we can study urinary cell transcriptomics in clinical practice to diagnose the stage of the inflammatory process. Furthermore, the transcriptomics of urinary cells can be used to make therapy decisions during patient follow-up to avoid the stress of a second kidney biopsy. The studies analyzed in this review have a significant limitation. Biomarkers have been identified in small cohorts of patients but none of them has been validated in independent external cohorts. Further prospective studies in large cohorts of patients are necessary for accurate and complete validation. Only after that can these biomarkers be widely used in clinical practice.
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Affiliation(s)
- Francesco P Schena
- Department of Emergency and Organ Transplant, University of Bari, Bari, Italy
- Schena Foundation, Policlinic, Bari, Italy
| | - Samantha Chiurlia
- Renal Unit, Azienda Ospedaliera-Universitaria Policlinico, Bari, Italy
| | - Daniela I Abbrescia
- Department of Biosciences, Biotechnologies and Environment, University of Bari, Bari, Italy
| | - Sharon N Cox
- Department of Biosciences, Biotechnologies and Environment, University of Bari, Bari, Italy
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11
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Lin M, Zhong Y, Zhou D, Guan B, Hu B, Wang P, Liu F. Proximal tubule cells in blood and urine as potential biomarkers for kidney disease biopsy. PeerJ 2023; 11:e16499. [PMID: 38077419 PMCID: PMC10710128 DOI: 10.7717/peerj.16499] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 10/31/2023] [Indexed: 12/18/2023] Open
Abstract
Early diagnosis and treatment are crucial for managing kidney disease, yet there remains a need to further explore pathological mechanisms and develop minimally invasive diagnostic methods. In this study, we employed single-cell RNA sequencing (scRNA-seq) to assess the cellular heterogeneity of kidney diseases. We analyzed gene expression profiles from renal tissue, peripheral blood mononuclear cells (PBMCs), and urine of four patients with nephritis. Our findings identified 12 distinct cell subsets in renal tissues and leukocytes. These subsets encompassed fibroblast cells, mesangial cells, epithelial cells, proximal tubule cells (PTCs), and six immune cell types: CD8+ T cells, macrophages, natural killer cells, dendritic cells, B cells, and neutrophils. Interestingly, PTCs were present in both PBMCs and urine samples but absent in healthy blood samples. Furthermore, several populations of fibroblast cells, mesangial cells, and PTCs exhibited pro-inflammatory or pro-apoptotic behaviors. Our gene expression analysis highlighted the critical role of inflammatory PTCs and fibroblasts in nephritis development and progression. These cells showed high expression of pro-inflammatory genes, which could have chemotactic and activating effect on neutrophils. This was substantiated by the widespread in these cells. Notably, the gene expression profiles of inflammatory PTCs in PBMCs, urine, and kidney tissues had high similarity. This suggests that PTCs in urine and PBMCs hold significant potential as alternative markers to invasive kidney biopsies.
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Affiliation(s)
- Minwa Lin
- Depament of Nephrology, The First People’s Hospital of Foshan, Foshan, China
| | - Yingxue Zhong
- Depament of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Dan Zhou
- Cancer Center, The First People’s Hospital of Foshan, Foshan, China
| | - Baozhang Guan
- Depament of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Bo Hu
- Depament of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Panpan Wang
- Department of Traditional Chinese Medicine, the First Affiliated Hospital of Jinan University, Guangzhou, China
| | - Fanna Liu
- Depament of Nephrology, The First Affiliated Hospital of Jinan University, Guangzhou, China
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12
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Chen Q, Jiang H, Ding R, Zhong J, Li L, Wan J, Feng X, Peng L, Yang X, Chen H, Wang A, Jiao J, Yang Q, Chen X, Li X, Shi L, Zhang G, Wang M, Yang H, Li Q. Cell-type-specific molecular characterization of cells from circulation and kidney in IgA nephropathy with nephrotic syndrome. Front Immunol 2023; 14:1231937. [PMID: 37908345 PMCID: PMC10613708 DOI: 10.3389/fimmu.2023.1231937] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Accepted: 09/20/2023] [Indexed: 11/02/2023] Open
Abstract
Nephrotic syndrome (NS) is a relatively rare and serious presentation of IgA nephropathy (IgAN) (NS-IgAN). Previous research has suggested that the pathogenesis of NS-IgAN may involve circulating immune imbalance and kidney injury; however, this has yet to be fully elucidated. To investigate the cellular and molecular status of NS-IgAN, we performed single-cell RNA sequencing (scRNA-seq) of peripheral blood mononuclear cells (PBMCs) and kidney cells from pediatric patients diagnosed with NS-IgAN by renal biopsy. Consistently, the proportion of intermediate monocytes (IMs) in NS-IgAN patients was higher than in healthy controls. Furthermore, flow cytometry confirmed that IMs were significantly increased in pediatric patients with NS. The characteristic expression of VSIG4 and MHC class II molecules and an increase in oxidative phosphorylation may be important features of IMs in NS-IgAN. Notably, we found that the expression level of CCR2 was significantly increased in the CMs, IMs, and NCMs of patients with NS-IgAN. This may be related to kidney injury. Regulatory T cells (Tregs) are classified into two subsets of cells: Treg1 (CCR7 high, TCF7 high, and HLA-DR low) and Treg2 (CCR7 low, TCF7 low, and HLA-DR high). We found that the levels of Treg2 cells expressed significant levels of CCR4 and GATA3, which may be related to the recovery of kidney injury. The state of NS in patients was closely related to podocyte injury. The expression levels of CCL2, PRSS23, and genes related to epithelial-mesenchymal transition were significantly increased in podocytes from NS-IgAN patients. These represent key features of podocyte injury. Our analysis suggests that PTGDS is significantly downregulated following injury and may represent a new marker for podocytes. In this study, we systematically analyzed molecular events in the circulatory system and kidney tissue of pediatric patients with NS-IgAN, which provides new insights for targeted therapy in the future.
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Affiliation(s)
- Qilin Chen
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Huimin Jiang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Rong Ding
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform Co. Ltd, Nanjing, Jiangsu, China
| | - Jinjie Zhong
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Longfei Li
- Nanjing Jiangbei New Area Biopharmaceutical Public Service Platform Co. Ltd, Nanjing, Jiangsu, China
| | - Junli Wan
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Xiaoqian Feng
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Liping Peng
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Xia Yang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
| | - Han Chen
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Anshuo Wang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Jia Jiao
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Qin Yang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Xuelan Chen
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Xiaoqin Li
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Lin Shi
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Gaofu Zhang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Mo Wang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Haiping Yang
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
| | - Qiu Li
- Department of Nephrology, Children’s Hospital of Chongqing Medical University, Chongqing, China
- National Clinical Research Center for Child Health and Disorders, Ministry of Education Key Laboratory of Child Development and Disorders, Chongqing, China
- Chongqing Key Laboratory of Pediatrics, Chongqing, China
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13
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Liu J, Wu L, Gu H, Lu M, Zhang J, Zhou H. Detection of N‑glycoprotein associated with IgA nephropathy in urine as a potential diagnostic biomarker using glycosylated proteomic analysis. Exp Ther Med 2023; 26:478. [PMID: 37753295 PMCID: PMC10518647 DOI: 10.3892/etm.2023.12177] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 07/14/2023] [Indexed: 09/28/2023] Open
Abstract
The aim of the present study was to elucidate the potential diagnostic value of urinary N-glycoprotein in patients with IgA nephropathy (IgAN) using mass spectrometry (MS). All procedures were performed between June 2021 and June 2023 at Guangan People's Hospital (Guangan, China). Fresh mid-morning fasting midstream urine samples were collected from a total of 30 patients with IgAN and 30 sex- and age-matched healthy volunteers. Data acquired from 6 participants are available through ProteomeXchange with the identifier PXD041151. By comparison between the IgAN group (n=3) and healthy controls (n=3) and selection criteria of P<0.05 and |log fold-change|>2, a total of 11 upregulated and 22 downregulated glycoproteins in patients with IgAN were identified. The results of Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses suggested that glycoproteins are involved in various functions, such as the regulation of cell growth, cell adhesion, cellular component organization and protein binding, as well as multiple pathways, including p53, Notch and mTOR signaling pathways. The urine levels of afamin were further measured by ELISA in a validation cohort to assess the diagnostic performance of the single indicator model. In conclusion, MS-based proteomics of urinary glycoproteins may be an alternative option for diagnosing patients with IgAN. Biomarkers of IgAN may include, but are not limited to, CCL25, PD-L1, HLA-DRB1, IL7RD and WDR82. In addition, the levels of urinary AFM indicators are of diagnostic value for IgAN.
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Affiliation(s)
- Junjie Liu
- Department of Nephrology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning 121000, P.R. China
- Department of Nephrology, Guangan People's Hospital, Guangan, Sichuan 638000, P.R. China
| | - Liuguo Wu
- Department of Nephrology, Guangan People's Hospital, Guangan, Sichuan 638000, P.R. China
| | - Hongjing Gu
- Department of Nephrology, Guangan People's Hospital, Guangan, Sichuan 638000, P.R. China
| | - Miaomiao Lu
- Department of Nephrology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning 121000, P.R. China
| | - Jiong Zhang
- Department of Nephrology, Sichuan Provincial People's Hospital, Clinical Research Center for Kidney Diseases, Clinical Immunology Translational Medicine Key Laboratory of Sichuan Province, University of Electronic Science and Technology of China, Chengdu, Sichuan 610072, P.R. China
| | - Hongli Zhou
- Department of Nephrology, The First Affiliated Hospital of Jinzhou Medical University, Jinzhou, Liaoning 121000, P.R. China
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14
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Tan J, Song G, Wang S, Dong L, Liu X, Jiang Z, Qin A, Tang Y, Qin W. Platelet-to-Albumin Ratio: A Novel IgA Nephropathy Prognosis Predictor. Front Immunol 2022; 13:842362. [PMID: 35664006 PMCID: PMC9162245 DOI: 10.3389/fimmu.2022.842362] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/23/2021] [Accepted: 04/20/2022] [Indexed: 02/05/2023] Open
Abstract
Background Chronic inflammation is related to the development of IgA nephropathy (IgAN). Emerging studies have reported that platelet-related parameters including platelet (PLT), platelet-to-albumin ratio (PAR), and platelet-to-lymphocyte ratio (PLR) are proved to be novel prognostic indicators for several inflammatory diseases. Whether platelet-related parameters could serve as predictors for IgAN remains unknown. Methods A total of 966 IgAN patients were enrolled in this retrospective study and were divided into several groups based on the optimal cut-off value of the platelet-related parameters. End-stage renal disease was used as the renal endpoint. A 1:2 propensity score (PS) match was then carried out to eliminate significant differences at baseline. The area under the receiver operating characteristic curve (AUROC), Kaplan–Meier (K-M) curve, and Cox proportional hazards analyses were performed to evaluate their predictive effect. Results Without considering the effect of covariates, the K-M curve showed that PLT, PLR, and PAR were strongly correlated with the renal outcomes of IgAN. However, the AUROC revealed that the PAR and PLR had better predictive power than the PLT. Multivariate Cox regression adjusting for demographic data, pathological findings, treatment, and laboratory results indicated that compared with PLR, albumin and PLT, PAR seemed to be a better marker of adverse renal outcome, implying that PAR was the only platelet-related parameter that could be used as an independent risk factor. Notably, high PAR patients seemed to have more severe clinical manifestations and pathological lesions. However, after eliminating the influence of different baselines on outcome variables, the PAR could still predict the poor prognosis of IgAN. To more accurately evaluate the predictive power of the PAR, we analyzed the predictive effect of the PAR on patients with different clinicopathological characteristics through subgroup analysis. It was indicated that the PAR might better predict the prognosis and outcome of patients whose disease was already very severe. Conclusion PAR might be used as an independent risk factor for IgAN progression.
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Affiliation(s)
- Jiaxing Tan
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Guojiao Song
- West China School of Medicine, Sichuan University, Chengdu, China
| | - Siqing Wang
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Lingqiu Dong
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Xiang Liu
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Zheng Jiang
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Aiya Qin
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Yi Tang
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
| | - Wei Qin
- Division of Nephrology, Department of Medicine, West China Hospital, Sichuan University, Chengdu, China.,West China School of Medicine, Sichuan University, Chengdu, China
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15
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Affiliation(s)
- Jürgen Floege
- Nephrology and Clinical Immunology, University Hospital, RWTH Aachen, Aachen, Germany.
| | - Jonathan Barratt
- Department of Cardiovascular Sciences, University of Leicester, Leicester, UK
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