Comprehensive metabolomic profiling in early IgA nephropathy patients reveals urine glycine as a prognostic biomarker

Identification of a urinary metabolite biomarker with diagnostic or prognostic significance for early immunoglobulin A nephropathy (IgAN) is needed. We performed nuclear magnetic resonance-based metabolomic profiling and identified 26 metabolites in urine samples. We collected urine samples from 201, 77, 47, 36 and 136 patients with IgAN, patients with membranous nephropathy, patients with minimal change disease, patients with lupus nephritis and healthy controls, respectively. We determined whether a metabolite level is associated with the prognosis of IgAN through Cox regression and continuous net reclassification improvement (cNRI). Finally, in vitro experiments with human kidney tubular epithelial cells (hTECs) were performed for experimental validation. As the results, the urinary glycine level was higher in the IgAN group than the control groups. A higher urinary glycine level was associated with lower risk of eGFR 30% decline in IgAN patients. The addition of glycine to a predictive model including clinicopathologic information significantly improved the predictive power for the prognosis of IgAN [cNRI 0.72 (0.28-0.82)]. In hTECs, the addition of glycine ameliorated inflammatory signals induced by tumour necrosis factor-α. Our study demonstrates that urinary glycine may have diagnostic and prognostic value for IgAN and indicates that urinary glycine is a protective biomarker for IgAN.     

Urine protein profile of IgA nephropathy patients may predict the response to ACE-inhibitor therapy

This study was aimed at the search of urinary biomarkers which might help to predict the clinical response of IgA nephropathy (IgAN) patients to angiotensin converting enzyme inhibitors (ACEi). First, we studied the urinary proteome of 18 IgAN patients (toward 20 healthy controls) who had been chronically treated with ACEi by using 2-D PAGE coupled to nano-HPLC-ESI-MS/MS analysis. We identified 3 proteins, kininogen (p = 0.02), inter-alpha-trypsin-inhibitor heavy chain 4 (35 kDa fragment) (p = 0.02) and transthyretin (p<0.0001), whose urinary excretion was different in IgAN patients' responders when compared to those who had not responded to ACEi. A reduction of daily proteinuria >50% and a stable renal function over time were used to classify patients as responders. Then, we adopted immunoblotting to confirm the predictive power of one of the above proteins, kininogen, in 20 patients with biopsy-proven IgAN, before starting any therapy. Thus, we confirmed that very low levels of kininogen urine excretion were indeed predictive of an inadequate or absent clinical response to ACEi therapy of IgAN patients, after 6-month follow-up. Concluding, the analysis of urine proteome of IgAN patients generated a set of proteins which distinguished subjects responsive to ACEi from those unresponsive to the inhibition of renin-angiotensin system (RAS).     

Proteomic analysis of urinary exosomes from patients of early IgA nephropathy and thin basement membrane nephropathy

To identify biomarker candidates associated with early IgA nephropathy (IgAN) and thin basement membrane nephropathy (TBMN), the most common causes presenting isolated hematuria in childhood, a proteomic approach of urinary exosomes from early IgAN and TBMN patients was introduced. The proteomic results from the patients were compared with a normal group to understand the pathophysiological processes associated with these diseases at the protein level. The urinary exosomes, which reflect pathophysiological processes, collected from three groups of young adults (early IgAN, TBMN, and normal) were trypsin-digested using a gel-assisted protocol, and quantified by label-free LC-MS/MS, using an MS(E) mode. A total of 1877 urinary exosome proteins, including cytoplasmic, membrane, and vesicle trafficking proteins, were identified. Among the differentially expressed proteins, four proteins (aminopeptidase N, vasorin precursor, α-1-antitrypsin, and ceruloplasmin) were selected as biomarker candidates to differentiate early IgAN from TBMN. We confirmed the protein levels of the four biomarker candidates by semi-quantitative immunoblot analysis in urinary exosomes independently prepared from other patients, including older adult groups. Further clinical studies are needed to investigate the diagnostic and prognostic value of these urinary markers for early IgAN and TBMN. Taken together, this study showed the possibility of identifying biomarker candidates for human urinary diseases using urinary exosomes and might help to understand the pathophysiology of early IgAN and TBMN at the protein level.     

金樱子提取液对糖尿病肾病大鼠的肾脏保护作用

目的:研究金樱子提取液对糖尿病肾病(Diabetic Nephropathy,DN)大鼠的肾脏保护作用。方法:在高糖高脂饲料喂食SD(Sprague-Dawley)大白鼠的基础上腹腔注射链脲佐菌素(streptozotocin,STZ)诱导糖尿病肾病大鼠模型,随机分为糖尿病肾病模型组(DN组)和金樱子治疗组(DN+RLM组),同时另设正常对照组(NC组)和金樱子对照组(NC+RLM组)。检测金樱子提取液对各组大鼠血糖(fasting blood-glucose,FBG)、糖化血红蛋白(glycosylated haemoglobin,GHb)、24小时尿微量白蛋白和尿量、血尿素氮(BUN)、血肌酐(Scr)、胆固醇(TC)、甘油三酯(TG)及肾脏结构的影响。结果:与DN大鼠相比,糖尿病肾病大鼠经金樱子提取液治疗后,大鼠FBG、GHb水平、24 h尿微量白蛋白、24 h尿量、肾脏指数明显降低,血脂紊乱、肾功能损害以及DN肾脏病理明显改善,且无明显副作用。结论:金樱子提取液可明显降低DN大鼠血糖,改善DN大鼠血脂、肾功能紊乱及肾脏病理变化,对糖尿病大鼠肾脏具有较强的保护作用。     

Enhanced intrarenal oxidative stress and angiotensinogen in IgA nephropathy patients

This study was performed to determine whether immunoreactivity of intrarenal hemeoxygenase-1 and angiotensinogen are increased in IgA nephropathy (IgAN) patients. Hemeoxygenase-1 and angiotensinogen immunoreactivity were determined by immunohistochemistry robot system in renal specimens from 39 patients with IgAN. Normal portions of surgically resected kidney served as controls. IgAN patients showed moderate proteinuria (1.1+/-0.2 g/day); however, the control group did not show any proteinuria. Immunoreactivity of intrarenal hemeoxygenase-1 and angiotensinogen in IgAN were significantly increased compared to normal kidneys (2.42+/-0.42 vs 1.00+/-0.26 for hemeoxygenase-1 and 4.05+/-0.40 vs 1.00+/-0.21 for angiotensinogen, arbitrary unit). Even though these IgAN patients did not show massive renal damage, hemeoxygenase-1 and angiotensinogen immunoreactivity were increased in these patients at this time point. These data suggest that activated intrarenal reactive oxygen species-angiotensinogen axis plays some roles in development of IgAN at the early stage and will provide supportive foundation of effectiveness of the renin-angiotensin system blockade in IgAN.     

Multicentric validation of proteomic biomarkers in urine specific for diabetic nephropathy

Background

Urine proteome analysis is rapidly emerging as a tool for diagnosis and prognosis in disease states. For diagnosis of diabetic nephropathy (DN), urinary proteome analysis was successfully applied in a pilot study. The validity of the previously established proteomic biomarkers with respect to the diagnostic and prognostic potential was assessed on a separate set of patients recruited at three different European centers. In this case-control study of 148 Caucasian patients with diabetes mellitus type 2 and duration ≥5 years, cases of DN were defined as albuminuria >300 mg/d and diabetic retinopathy (n = 66). Controls were matched for gender and diabetes duration (n = 82).

Methodology/Principal Findings

Proteome analysis was performed blinded using high-resolution capillary electrophoresis coupled with mass spectrometry (CE-MS). Data were evaluated employing the previously developed model for DN. Upon unblinding, the model for DN showed 93.8% sensitivity and 91.4% specificity, with an AUC of 0.948 (95% CI 0.898-0.978). Of 65 previously identified peptides, 60 were significantly different between cases and controls of this study. In <10% of cases and controls classification by proteome analysis not entirely resulted in the expected clinical outcome. Analysis of patient''s subsequent clinical course revealed later progression to DN in some of the false positive classified DN control patients.

Conclusions

These data provide the first independent confirmation that profiling of the urinary proteome by CE-MS can adequately identify subjects with DN, supporting the generalizability of this approach. The data further establish urinary collagen fragments as biomarkers for diabetes-induced renal damage that may serve as earlier and more specific biomarkers than the currently used urinary albumin.     

Circadian rhythm of albumin excretion rate in healthy subjects

Many studies have reported the predictive role of unphysiological levels of microalbuminuria for the development of diabetic nephropathy. It is known that physiological levels of 24-h microalbuminuria do not exceed 20 micrograms/min (28.8 mg/day), but a few data are available for shorter periods. Since an accurate 24-h urine collection is difficult to obtain in screening programs, it seems important to study whether a circadian oscillation exists and, if so, to find more precise reference values. Eleven healthy subjects (mean age 30.6 +/- 2.46 years) with normal glucose tolerance and no family history of diabetes mellitus or nephropathy were studied during the usual routine activity. Urines were collected 6 times at 4-h intervals. It was possible to document the existence of a statistically significant circadian rhythm with the following parameters: MESOR 6.95 +/- 0.49 micrograms/min; amplitude 1.96 +/- 0.37 micrograms/min; acrophase 15(06); 95% CL 13(01)-17(45). These data show that reference values are higher during daytime as compared with nighttime and suggest that the time of urine collection must be taken into consideration in order to define the upper physiological limits more precisely.     

Stage-specific quantitative changes in renal and urinary proteome during the progression and development of streptozotocin-induced diabetic nephropathy in rats

Diabetic nephropathy (DN) is a microvascular complication associated with diabetes causing slow deterioration of kidneys leading to end-stage renal disease. Timely intervention and diagnosis are crucial in order to ameliorate and halt the progression of DN. Current diagnosis of DN consists of urine assays for detection of microalbuminuria, which have inadequate specificity and sensitivity. Hence, there arises a need to discover stage-specific biomarkers which can aid in the early detection of DN and also in identifying the mechanisms underlying pathogenesis of DN. Therefore the present study was undertaken to identify the differentially expressed proteins in the urine and to examine the pattern of proteomic changes occurring in the rat kidneys during the course of progression of streptozotocin-induced model of DN in rats. Two-dimensional gel electrophoresis coupled to MALDI-TOF mass spectrometry was employed to identify the differentially expressed proteins under diabetic conditions. Among the identified proteins Calgranulin A and Calgranulin B appeared in the urinary proteome at the fourth week of induction of diabetes while we recorded a time-dependent decrease in the expression of major urinary protein (alpha 2u globulin) in the urine as well as kidneys of diabetic rats. Parallel monitoring of targeted proteomic changes in the renal proteome revealed an increase in histone H2B phosphorylation at serine14 along with a gradual decrease in Bcl-2 and MMP-13 expression during the course of progression and development of streptozotocin-induced DN.     

High levels of circulating interleukin-10 in diabetic nephropathy patients

AIMS: The aim of our study was to analyse the level of circulating interleukin-10 (IL-10) and relate it to the grade of albuminuria in patients with diabetic nephropathy (DN) due to type 1 diabetes mellitus (DM). Since IL-10 has met the criteria for an anti-inflammatory and an immunosuppressive cytokine, its activity may be important for clinical outcome of DN. METHODS: The IL-10 level was measured by ELISA in serum samples from thirty patients with DN due to type 1 DM, and compared with thirty patients with type 1 DM without DN and a control group of thirty, healthy, age- and sex-matched people. RESULTS: We observed a greatly elevated concentration of circulating IL-10 in 30/30 DM patients with DN (mean 140 pg/mL +/- 102), compared to DM patients without DN in whom IL-10 was detectable in only 11/30 patients (0.79 pg/mL +/- 1.24), and the group of healthy people in whom IL-10 was detectable in only 3/30 donors (0.92 pg/mL +/- 0.17). IL-10 appeared to be the strongest independent predictor of albuminuria, followed by HbA1c, diastolic blood pressure and DN duration. There was a positive correlation between the values of IL-10 and albuminuria in DM patients with DN. The patients in the fourth quartile of albuminuria had a distinctly higher concentration of IL-10 than those in the lower quartiles. CONCLUSIONS: The increased concentration of IL-10 in the serum samples from DM patients with DN seems to depend on the severity of the nephropathy. The excessive IL-10 production may indirectly contribute towards DN progression. On the other hand, it may explain the relatively long course of diabetic nephropathy.     

Proteome analysis of serum from type 2 diabetics with nephropathy

Diabetic nephropathy (DN) is a renal disease which develops as a consequence of diabetes mellitus. Microalbuminuria is the earliest clinical sign of DN. There are no specific diagnostic biomarkers for type 2 diabetics with nephropathy other than microalbuminuria and macroalbuminuria. However, microalbuminuria does not constitute a sole independent indicator for type 2 diabetics with nephropathy, and thus, another screening method, such as a biomarker assay, is required in order to diagnose it more correctly. Therefore, we have utilized two-dimensional electrophoresis (2-DE) to identify human serum protein markers for the more specific and accurate prediction of progressive nephropathy in type 2 diabetes patients, via comparisons of the serum proteome in three experimental groups: type 2 diabetes patients without microalbuminuria (DM, n = 30), with microalbuminuria (MA, n = 29), and with chronic renal failure (CRF, n = 31). As a result, proteins which were differentially expressed with statistical significance (p < 0.05) in MA and CRF groups as compared to those in DM group were selected and identified by ESI-Q-TOF MS/MS. Among these identified proteins, two proteins which might be useful as diagnostic biomarkers of type 2 diabetics with nephropathy were verified by Western blotting: extracellular glutathione peroxidase (eGPx) and apolipoprotein (ApoE) were found to exhibit a progressive reduction in MA and CRF groups. Notably, eGPx was further verified by ELISA using DM (n = 100) and MA (n = 96) patient samples. Collectively, our results show that the two proteins identified in this study may constitute potential biomarkers for the diagnosis of type 2 diabetics with nephropathy.     

LG3 fragment of endorepellin is a possible biomarker of severity in IgA nephropathy

IgA nephropathy (IgAN), the most common primary glomerulonephritis, is characterized by deposition of IgA in the glomerular mesangium. The diagnosis of IgAN still requires a kidney biopsy that cannot easily be repeated in the same patient during follow‐up. Therefore, identification of noninvasive urinary biomarkers would be very useful for monitoring patients with IgAN. We first used bidimensional electrophoresis (2DE) coupled to MALDI‐TOF‐TOF and Western blot to identify some urinary biomarkers associated with IgAN. Urine of IgAN patients showed an increase of albumin fragments, α‐1‐antitrypsin and α‐1‐β‐glycoprotein, along with a decrease of a single spot that was identified as the laminin G‐like 3 (LG3) fragment of endorepellin. The urinary proteomes of 43 IgAN patients were compared to those of 30 healthy individuals by ELISA. Quantification of LG3 confirmed a significant decrease in the urine of IgAN patients compared to healthy controls, except in ten patients in whom LG3 was increased. These ten patients had a more severe disease with lower glomerular filtration rate values. We found a significant inverse correlation between LG3 levels and glomerular filtration rate in the 43 patients with IgAN, which was not observed in 65 patients with other glomerular diseases including membranous nephropathy (23), lupus nephropathy (13), focal segmental glomerulosclerosis (15), diabetic nephropathy (14), and six patients with nonglomerular diseases. Therefore, we suggest that the LG3 fragment of endorepellin could be associated with IgAN severity and might be related to pathogenesis of IgAN.     

糖尿病肾病合并非糖尿病肾病的临床病理分析

目的：分析糖尿病肾病合并非糖尿病肾病的临床病理特点。方法：选取我院肾内科收治的临床诊断为糖尿病肾病的患者56 例,肾脏穿刺进行肾脏活体组织检查,通过病理诊断将患者分为两组,分别为糖尿病肾病组和糖尿病肾病合并非糖尿病肾病组, 比较两组患者的糖尿病病程、糖化血红蛋白、血压、血肌酐、血尿素氮、血尿酸、血清白蛋白、尿蛋白定量、血尿、视网膜病变。结果： 经肾脏组织活检,56例患者中NDRD 患者24 例(42.9%),DN患者32 例(57.1%);对24 例NDRD患者进行病理类型分类,其中IgA 肾病33.0%,膜性肾病25.0%、系膜增生性肾小球肾炎20.2%、高血压肾损害8.3%、微小病变4.2%、局灶节段硬化性肾炎4.2%、新 月体性肾小球肾炎4.2%。与DN组比较,NDRD 组糖尿病病程、糖化血红蛋白、血尿、视网膜病变均有差异(P＜0.05);而血肌酐、血 尿素氮、血尿酸、血清白蛋白、尿蛋白定量均无明显差异(P＞0.05)。结论：临床诊断的糖尿病肾病患者中有很大一部分实际上为糖 尿病肾病合并非糖尿病肾病,且以IgA 型肾病比较多见,糖尿病病程、糖化血红蛋白、血尿、视网膜病变对鉴别二者具有一定的指 导意义。     

Systematical evaluation of the effects of sample collection procedures on low-molecular-weight serum/plasma proteome profiling

Blood is an ideal source for biomarker discovery. However, little has been done to address the effects of sampling, handling and storage procedures on serum/plasma proteomes. We used magnetic bead-based MALDI-TOF MS to systematically evaluate the influence of each procedure on low-molecular-weight serum/plasma proteome profiling on the basis of the whole spectra. We found that sampling procedures, including the selection of blood collection tubes and anticoagulants, variations in clotting time or time lag before centrifugation, and hemolysis, displayed significant effects on the proteomes. Moreover, serum and plasma were mutually incompatible for proteome comparison. By contrast, overnight fasting, handling procedures, including centrifugation speeds (1500 x g vs. 3000 x g) or time (15 min vs. 30 min), and storage conditions, such as at 4 degrees C or 25 degrees C for up to 24 h or at -80 degrees C for up to 3 months, and repeated freeze/thaw of up to ten cycles, had relatively minor effects on the proteomes based upon our analysis of about 100 peaks. We concluded that low-molecular-weight serum/plasma proteomes were diversely affected by sampling, handling and storage with most change from variations of sampling procedures. We therefore suggest the necessity of standardizing sampling procedure for proteome comparison and biomarker discovery.     

Establishment of a 2-D human urinary proteomic map in IgA nephropathy

Immunoglobulin A nephropathy (IgAN) is the most common form of immune complex-mediated glomerulonephritis worldwide. Although chronic renal failure develops in considerable numbers of IgAN patients, the exact etiology has not yet been clearly elucidated. To establish the urinary protein map of IgAN, we performed a urinary proteomic analysis. Thirteen patients with IgAN and 12 normal controls were recruited. Morning midstream spot urine samples were used with Centriprep ultrafiltration for concentration and desalting. 2-DE was performed and compared between IgAN and normal control, and urinary proteins were identified by MALDI-TOF MS. A large number of protein spots were identified in IgAN and normal control samples, with means of 311 spots and 174 spots, respectively. Approximately 216 protein spots were detected as differentially expressed in IgAN. Among these, 82 spots were over-expressed, and 134 spots were under-expressed compared to normal controls. A total of 84 differentially expressed spots, representing 59 different proteins, were finally identified in IgAN. We have established a urinary proteomic map of IgAN and this result helps in the identification. Further study is needed to determine the potential pathogenic role of these proteins.     

Absence of increased alpha1-microglobulin in IgA nephropathy proteinuria

To search for biomarkers of IgA nephropathy, protein profiles of urine samples from patients with IgA nephropathy and normal volunteers were compared using two-dimensional DIGE. Most of the 172 spots identified in the urine were serum proteins, and their amounts in IgA nephropathy urine were much higher than those in normal urine; this can be explained as proteinuria caused by glomerular dysfunction. However, only alpha(1)-microglobulin, also one of the major serum proteins, in IgA nephropathy urine was not higher in amount than that in normal urine. We confirmed using ELISA analysis that the amounts of transferrin and albumin in IgA nephropathy and diabetic nephropathy urine were much higher than those in normal urine, whereas the amount of alpha(1)-microglobulin in IgA nephropathy urine was not higher than that in normal urine and was much lower than that in diabetic nephropathy urine. Approximately 50% of alpha(1)-microglobulin forms a complex with IgA in serum. These results suggest that alpha(1)-microglobulin in IgA nephropathy urine is a characteristic protein and might be a biomarker for IgA nephropathy and that alpha(1)-microglobulin might have a relationship with IgA nephropathy pathology.     

BsmI polymorphisms in vitamin D receptor gene are associated with diabetic nephropathy in type 2 diabetes in the Han Chinese population

We investigated the relationship between BsmI/ApaI polymorphisms in vitamin D receptor gene and diabetic nephropathy in a Han Chinese population. PCR-restriction fragment length polymorphism was used to test the genotype and allele frequency of BsmI and ApaI polymorphisms in 304 patients with type 2 diabetes mellitus (DM group) and 100 control individuals (ND group). The DM group was further divided into DN0 (no diabetic nephropathy), DN1 (diabetes with small amount of albuminuria), DN2 (diabetes with large amount of albuminuria), L/NDN (late-onset DN after 5 years/no DN over the whole follow-up period of 5 years) and EDN (early-onset diabetic nephropathy occurring within first year) subgroup. We found that (1) genotype and allele frequency of BsmI polymorphism had significant difference between DM and ND group; BB+Bb genotype and B allele frequency were significantly higher in DN2 group than in ND and DN0 group; the ApaI polymorphism and allele frequency did not show any difference between DM and ND group; (2) BsmI BB+Bb genotype and B allele frequency were significantly higher in EDN group than in L/NDN group; (3) among patients with nephropathy, albumin excretion rate (AER) in 24-hour urine was significantly higher in those with BB+Bb phenotype than in those with bb phenotype (P<0.01), (4) unconditional logistic regression analysis showed that BsmI BB+Bb genotype was not only correlated with type 2 diabetic nephropathy, but also correlated with early-onset type 2 diabetic nephropathy. We conclude that the allele B (BB or Bb genotype) in vitamin D receptor gene is correlated with large amount albuminuria in the Han Chinese population with type 2 diabetes, and is probably a risk factor for early-onset diabetic nephropathy.     

Altered chaperone and protein turnover regulators expression in cultured skin fibroblasts from type 1 diabetes mellitus with nephropathy

In type-1 diabetes mellitus (T1DM) with diabetic nephropathy (DN), accumulation of abnormal proteins in the kidney and other tissues may derive from constitutive alterations of intracellular protein recognition, assembly, and turnover. We characterized the proteins involved in these functions in cultured skin fibroblasts from long-term T1DM patients with [DN+] or without [DN-] nephropathy but similar metabolic control, and from matched healthy subjects. 2-D gel electrophoresis and MS-MALDI analysis were employed. The [DN+] T1DM patients, compared with the two other groups, exhibited increased abundance of a high-molecular weight isoform of protein disulphide-isomerase A3 and a decrease of two low-molecular weight isoforms. They also had increased levels of heat shock protein (HSP) 60 kDa isoform #A4, of HSP71 kDa isoform #A30, and of HSP27 kDa isoform #6, whereas the HSP27 kDa isoforms #A90 and #A71 were decreased. Cathepsin beta-2 (#40), the cation-independent mannose 6-phosphate receptor binding protein 1 (CIMPR) (#A27), and annexin 2 (#A9) were also decreased in the [DN+] T1DM patients, whereas the RNA-binding protein regulatory subunity (#38) and the translationally-controlled tumor protein (TCTP) (#A45) were increased. These changes of chaperone-like proteins in fibroblasts may highlight those of the kidney and be patho-physiologically related to the development of nephropathy in T1DM.     

早期糖尿病肾病大鼠模型磁共振弥散加权成像的初步研究

目的:探讨早期糖尿病肾病(Diabetic nephropathy,DN)模型大鼠磁共振弥散加权成像(Diffusion Weight Imaging,DWI)肾实质ADC值变化规律。方法:将20只清洁级雄性SD大鼠随机分成两组,糖尿病肾病组(DN组)12只,正常对照组(NC组)8只;DN组给予60 mg/kg链尿佐菌素腹腔注射诱导糖尿病肾病模型,NC组按照相同方法、相同剂量柠檬酸缓冲液腹腔注射;并对最终糖尿病模型造模成功并且存活的8只DN大鼠、8只NC大鼠进行MRI扫描,包括常规轴位T1WI、T2WI扫描及DWI扫描;扫描结束后收集血液送血肌酐及双肾组织进行病理检查。并测量每只大鼠双肾皮、髓质的ADC值。结果:造模后,DN组大鼠血糖明显升高、尿量明显增加、体重明显减低,DN组大鼠肾脏出现不同程度病理损伤,符合早期DN病理改变。DN组大鼠肾脏皮、髓质ADC值分别为1.522±0.913×10^-3 mm^2/s、1.268±0.388×10^-3 mm^2/s,较NC组肾脏皮、髓质ADC值1.276±0.341×10^-3 mm^2/s、1.011±0.217×10^-3 mm^2/s增高,两组比较有统计学意义(P<0.05)。结论:DWI成像ADC值可能反映早期糖尿病肾病肾脏功能的变化。     

Proteomics profiling of urine with surface enhanced laser desorption/ionization time of flight mass spectrometry

Background  

Urine consists of a complex mixture of peptides and proteins and therefore is an interesting source of biomarkers. Because of its high throughput capacity SELDI-TOF-MS is a proteomics technology frequently used in biomarker studies. We compared the performance of seven SELDI protein chip types for profiling of urine using standard chip protocols.