Proteomic approaches in the search for disease biomarkers

Significant technological advances in protein chemistry, physics and computer sciences in the last two decades have greatly improved protein separation methodologies, such as electrophoresis and chromatography, and have established mass spectrometry (MS) as an indispensable tool for protein study. The goal of this review is to provide a brief overview of the recent improvements in these methodologies and present examples from their application in proteome analysis and search for disease biomarkers.     

Proteomic biomarkers for autoimmune disease

Autoimmune diseases affect 3% of the world population, yet the diagnosis and classification of autoimmune diseases remain based on clinical examination combined with traditional laboratory tests and imaging studies. The development of genomic and proteomic technologies provides an unprecedented ability to identify novel biosignatures to diagnose, classify, and guide therapeutic decision making in patients with autoimmune disease. In this article, we review recent advances in proteomics technologies and their application to autoimmune disease.     

Early biomarkers of cadmium exposure and nephrotoxicity

As the risks of cadmium (Cd)-induced kidney disease have become increasingly apparent, much attention has been focused on the development and use of sensitive biomarkers of Cd nephrotoxicity. The purpose of this review is to briefly summarize the current state of Cd biomarker research. The review includes overviews of the toxicokinetics of Cd, the mechanisms of Cd-induced proximal tubule injury, and mechanistic summaries of some of the biomarkers (N-acetyl-β-d-glucosamidase; β₂-microglubulin, metallothionein, etc.) that have been most widely used in monitoring of human populations for Cd exposure and nephrotoxicity. In addition, several novel biomarkers (kidney injury molecule-1, α-glutathione-S-transferase and insulin) that offer the potential for improved biomonitoring of Cd-exposed populations are discussed.     

A longitudinal assessment of miR-122 and GLDH as biomarkers of drug-induced liver injury in the rat

Context: There is an ongoing search for specific and translational biomarkers of drug-induced liver injury (DILI). MicroRNA-122 (miR-122) has previously shown potential as a sensitive, specific, and translational biomarker of DILI in both rodent, and human studies.

Objective: To build on previous work within the field, we examined biomarker kinetics in a rat model of acetaminophen (APAP)-induced liver injury to confirm the sensitivity, and specificity of miR-122 and glutamate dehydrogenase (GLDH).

Materials and methods: qRT-PCR and a standard enzymatic assay were used for biomarker analysis.

Results: Both miR-122 and GLDH were demonstrated to be more readily-detectable biomarkers of APAP-DILI than alanine aminotransferase (ALT). Peak levels for all biomarkers were detected at 2 days after APAP. At day 3, miR-122 had returned to baseline; however, other biomarkers remained elevated between 3 and 4 days. We were also able to demonstrate that, although miR-122 is present in greater quantities in exosome-free form, both exosome-bound and non-vesicle bound miR-122 are released in a similar profile throughout the course of DILI.

Discussion and conclusions: Together, this study demonstrates that both GLDH and miR-122 could be used during preclinical drug-development as complementary biomarkers to ALT to increase the chance of early detection of hepatotoxicity.     

The application of renal cells in culture in studying drug-induced nephrotoxicity

Summary Kidney cells in culture represent one of many in vitro approaches for studying drug-induced nephrotoxicity. Pontential advantages of cell culture systems compared to more traditional in vitro models include a) the ability to examine direct effects at the cellular level, b) extended viability, c) ability for long-term storage, and d) capabilities for automation. Primary cultures of kidney tubules as well as cell lines of kidney origin are currently under evaluation as model systems for the assement of nephrotoxicity. The application of two renal cell systems, rabbit primary proximal tubule cultures and the pig kidney cell line, LLC-PK₁, in studying mechanisms of drug-induced nephrotoxicity is described in this communication. Potentially valuable insights intothe renal pathogenesis associated with the antitumor agent, cis-diamminedichloroplatium II, and the aminoglycoside antibiotic, gentamicin, have been obtained utilizing these renal cell models. Challenges in renal cll culture involve the characterization and mainternance of differentiated properties and the development of technologies to a) study bidirectional transport-toxicity of drugs, and b) provide a dynamic vs. static fluid environment as in vivo. Despite these unique challeges as well as the universal challeges involved in extrapolating any in vitro data to the in vivo situation, recent studies indicate that renal cells in culture are useful in the elucidation of mechanisms of drug-induced renal injury. This paper was presented at a Symposium on the Physiology and Toxicology of the Kidney In Vitro co-sponsored by The Society of Toxicology (SOT) and the Tissue Culture Association held at the 27th annual meeting of the SOT in Dallas, Texas in 1988.     

Early candidate biomarkers found from urine of glioblastoma multiforme rat before changes in MRI

正Dear Editor,Gliomas are the most frequent primary tumors of the central nervous system,accounting for more than 60%of all brain tumors(Wang and Bettegowda,2015).Among them,glioblastoma multiforme(GBM)is the most common aggressive glioma,and the average survival rate remains low(Chen et al.,2015).The standard combination of surgery and radiotherapy or chemotherapy can only extend the progressionfree survival time for 12–18 months,with a high risk of recurrence(Li et al.,2008).In addition,the incidence of GBM     

Proteomic identification of plasma biomarkers in uterine leiomyoma

Recent progresses in quantitative proteomics have offered opportunities to discover plasma proteins as biomarkers for tracking the progression and for understanding the molecular mechanisms of uterine leiomyomas. In the present study, plasma samples were analyzed by fluorescence two-dimensional differential gel electrophoresis (2D-DIGE) and differentially expressed proteins were identified by matrix assisted laser desorption ionization-time of flight mass spectrometry (MALDI-TOF MS). In total, 20 proteins have been firmly identified representing 13 unique gene products. These proteins mainly functioned in transportation (such as apolipoprotein A-I) and coagulation (such as fibrinogen gamma chain). Additionally, our quantitative proteomic approach has identified numerous previous reported plasma markers of uterine leiomyomas such as alpha-1-antitrypsin. On the contrary, we have presented several putative uterine leiomyomas biomarkers including afamin, apolipoprotein A-I, carbonic anhydrase 1, fibrinogen beta chain, fibrinogen gamma chain, gelsolin, hemopexin, leucine-rich alpha-2-glycoprotein, serotransferrin and vitamin D-binding protein which have not been reported and may be associated with the progression and development of the disease. In summary, we report a comprehensive patient-based proteomic approach for the identification of potential plasma biomarkers for uterine leiomyomas. The potential of utilizing these markers for screening and treating uterine leiomyomas warrants further investigations.     

Proteomic analysis of inflammatory biomarkers in bronchoalveolar lavage

To assess markers of lung inflammation, we used SELDI-TOF and 2-DE to study changes in bronchoalveolar lavage (BAL) protein in 33 subjects challenged with local bronchial lung endotoxin and saline and in 11 patients with acute respiratory distress syndrome (ARDS). Differences in the SELDI-TOF spectra were assessed by t-test after baseline subtraction, normalization to total ion current and alignment by m/z calibration. The temporal changes in acute inflammatory BAL (6, 24 and 48 h following endotoxin challenge) on hydrophobic binding chip surfaces revealed the differential presence of proteins of 9, 14, 18 and 28 kDa (all p <0.001) in the inflammatory BAL. This differential pattern was also found in the ARDS BAL. Principal component analysis of the entire SELDI-TOF spectra separated normal BAL, experimental and clinical lung inflammation supporting the notion of a distinctive protein pattern associated with acute lung inflammation. An analysis of the hydrophobic fraction of the inflammatory BAL using 2-DE, identified increased levels of apolipoprotein A1, and S100 calcium-binding proteins A8 and A9 in the inflammatory BAL. This pattern was also found in ARDS BAL after immunoblot analysis. These approaches will be useful to improve current methods of monitoring lung inflammation and to identify new therapeutic targets.     

Proteomic serum biomarkers for neuromuscular diseases

Introduction: The clinical evaluation of neuromuscular symptoms often includes the assessment of altered blood proteins or changed enzyme activities. However, the blood concentration of many muscle-derived serum markers is not specific for different neuromuscular disorders and also shows alterations in the course of these diseases. Thus, the establishment of more reliable biomarker signatures for improved muscle diagnostics is required.

Areas covered: To address the lack of muscle disease-specific marker molecules, mass spectrometry-based proteomics was applied to the systematic identification and biochemical characterization of new serum biomarker candidates. This article outlines serum proteomics in relation to neuromuscular disorders and reviews the bioanalytical results from recent proteomic profiling studies of representative neuromuscular disorders, including motor neuron disease, muscular dystrophies and sarcopenia of old age. Pathophysiological changes in the skeletal muscle proteome are reflected by serum alterations in a variety of sarcomeric proteins, metabolic enzymes and signaling proteins.

Expert commentary: Based on the proteomic identification of actively secreted or passively released skeletal muscle proteins following pathophysiological insults, new biomarker candidates can now be used to develop liquid biopsy procedures for superior diagnostic approaches, design novel prognostic tools and establish more reliable methods for the systematic evaluation of experimental therapies to treat neuromuscular disease.     

Proteomic analysis of seminal plasma from normal volunteers and post-vasectomy patients identifies over 2000 proteins and candidate biomarkers of the urogenital system

Seminal plasma is a fluid that originates from the testis, epididymis,prostate, and seminal vesicles, and hence, proteomic studies may identify potential markers of infertility and other diseases of the genito-urinary tract. We profiled the proteomes of pooled seminal plasma from fertile Control and post-vasectomy (PV) men. PV seminal plasma samples are void of proteins originating from the testis and the epididymis due to ligation of the vas deferens, and hence, comparative analysis of Control and PV data sets allows for identification of proteins originating from these tissues. Utilizing offline MudPIT and high-resolution mass spectrometry, we were able to identify over 2000 proteins in Control and PV pools each and over 2300 proteins all together. With semiquantitative analysis using spectral counting, we catalogued 32 proteins unique to Control, 49 at lower abundance in PV, 3 unique to PV, and 25 at higher abundance in PV. We believe that proteins unique to Control or at lower abundance in PV have their origin in the testis and the epididymis. Public databases have confirmed that many of these proteins originate from the testis and epididymis and are linked to the reproductive tract. These proteins may serve as candidate biomarkers for future studies of infertility and urogenital diseases.     

Caspase 3/GSDME-dependent pyroptosis contributes to chemotherapy drug-induced nephrotoxicity

Chemotherapy drug-induced nephrotoxicity limits clinical applications for treating cancers. Pyroptosis, a newly discovered programmed cell death, was recently reported to be associated with kidney diseases. However, the role of pyroptosis in chemotherapeutic drug-induced nephrotoxicity has not been fully clarified. Herein, we demonstrate that the chemotherapeutic drug cisplatin or doxorubicin, induces the cleavage of gasdermin E (GSDME) in cultured human renal tubular epithelial cells, in a time- and concentration-dependent manner. Morphologically, cisplatin- or doxorubicin-treated renal tubular epithelial cells exhibit large bubbles emerging from the cell membrane. Furthermore, activation of caspase 3, not caspase 9, is associated with GSDME cleavage in cisplatin- or doxorubicin-treated renal tubular epithelial cells. Meanwhile, silencing GSDME alleviates cisplatin- or doxorubicin-induced HK-2 cell pyroptosis by increasing cell viability and decreasing LDH release. In addition, treatment with Ac-DMLD-CMK, a polypeptide targeting mouse caspase 3-Gsdme signaling, inhibits caspase 3 and Gsdme activation, alleviates the deterioration of kidney function, attenuates renal tubular epithelial cell injury, and reduces inflammatory cytokine secretion in vivo. Specifically, GSDME cleavage depends on ERK and JNK signaling. NAC, a reactive oxygen species (ROS) inhibitor, reduces GSDME cleavage through JNK signaling in human renal tubular epithelial cells. Thus, we speculate that renal tubular epithelial cell pyroptosis induced by chemotherapy drugs is mediated by ROS-JNK-caspase 3-GSDME signaling, implying that therapies targeting GSDME may prove efficacious in overcoming chemotherapeutic drug-induced nephrotoxicity.Subject terms: Apoptosis, Acute kidney injury     

Proteomic identification of biomarkers of traumatic brain injury

Traumatic brain injury (TBI) is a major national health problem without a US Food and Drug Administration-approved therapy. This review summarizes the importance of discovering relevant TBI protein biomarkers and presents logical rationale that neuroproteomic technologies are uniquely suited for the discovery of otherwise unnoticed TBI biomarkers. It highlights that one must make careful decisions when choosing which paradigm (human vs. animal models) and which biologic samples to use for such proteomic studies. It further outlines some of the desirable attributes of an ideal TBI biomarker and discusses how biomarkers discovered proteomically are complementary to those identified by traditional approaches. Lastly, the most important sequela of any proteomically identified TBI biomarker is validation in preclinical or clinical samples.     

Proteomic identification of biomarkers of traumatic brain injury

Traumatic brain injury (TBI) is a major national health problem without a US Food and Drug Administration-approved therapy. This review summarizes the importance of discovering relevant TBI protein biomarkers and presents logical rationale that neuroproteomic technologies are uniquely suited for the discovery of otherwise unnoticed TBI biomarkers. It highlights that one must make careful decisions when choosing which paradigm (human vs. animal models) and which biologic samples to use for such proteomic studies. It further outlines some of the desirable attributes of an ideal TBI biomarker and discusses how biomarkers discovered proteomically are complementary to those identified by traditional approaches. Lastly, the most important sequela of any proteomically identified TBI biomarker is validation in preclinical or clinical samples.     

大鼠海马的表达蛋白质组学实验研究

目的：用蛋白质组学方法初步分析大鼠海马蛋白质的表达。方法：提取大鼠海马蛋白质样品后,用双向凝胶电泳对其分离,经考马斯亮蓝染色后,产生大鼠海马蛋白质双向凝胶电泳图谱。从凝胶上切割分离的蛋白质,经胰蛋白酶胶内酶解,通过基质辅助激光解吸／电离飞行时间质谱（MALDI-TOF-MS）对酶解后的肽段进行分析。根据肽段质谱数据,经数据库（NCBI）检索,对蛋白质进行鉴定。结果：鉴定了37种具有明确功能的蛋白质,它们分别属于代谢酶、细胞骨架蛋白、热休克蛋白、抗氧化蛋白、信号传导蛋白、蛋白酶体相关蛋白、神经元特异蛋白及神经胶质蛋白。另外,鉴定了3种未知功能蛋白。结论：为建立大鼠海马蛋白质组数据库提供必要的资料,为在大鼠模型上研究神经疾病发病机理奠定基础。     

Proteomic identification of new biomarkers and application in thyroid cytology

OBJECTIVE: To validate proteins identified by proteomics as potentially usable markers in thyroid pathology. STUDY DESIGN: Frozen sections of thyroid tumors were manually micro-dissected and proteins extracted. Two-dimensional (2D) gel electrophoresis and subsequent liquid chromatography/mass spectroscopy were performed, and differentially expressed proteins were identified. Validation of candidates for tumor markers (galectin-1, galectin-3, S100C and voltage-dependent anion channel 1 [VDAC1]) was done by immunohistochemistry in 21 cell blocks from fine needle aspiration biopsies (FNAB) and corresponding histology specimens (13 cases). RESULTS: Galectin-3 was negative in benign lesions and positive in FNAB from papillary carcinoma (5 of 5), follicular variant of papillary carcinoma (1 of 4) and follicular carcinoma (1 of 2). S100C was positive in some benign lesions: hyperplasia (2 of 4), goiter (1 of 3) and follicular adenoma (1 of 3), with predominantly nuclear pattern of staining. S100C was positive in malignant lesions, showing cytoplasmic location. Galectin-1 was negative in benign lesions and positive in follicular carcinoma (1 of 2), papillary carcinoma (2 of 5) and follicular variant of papillary carcinoma (1 of 4). VDAC1 was detected in benign and malignant lesions, showing a strong positivity in follicular carcinomas. CONCLUSION: Immunohistochemical validation of potential markers is a crucial step before clinical application in diagnosis. Galectin-3, galectin-1 and S100C can be used to help in discriminating benign and malignant thyroid lesions.     

Proteomic analysis of the rat liver

Rat is a useful, widely used animal model for biological and toxicity studies. We analyzed total and cytosolic rat liver proteins by applying proteomics technologies. The proteins were separated by two-dimensional electrophoresis employing broad and narrow range immobilized pH gradient strips, followed by MALDI-MS analysis of the tryptic digests. Two hundred and seventy-three different gene products were identified, of which approximately 60% were enzymes with a broad spectrum of catalytic activities. Most of the identified proteins were detected in other rat protein samples as well, which were analyzed in our laboratory. Fifteen gene products were detected for the first time. These were represented by one spot each, whereas most of the frequently detected proteins were represented by multiple spots. In average, approximately five to 10 spots corresponded to one gene product. The database includes a large number of proteins known to be involved in toxicology-relevant pathways and may be useful in toxicity prediction studies.     

Proteomic profiling of the rat hypothalamus

Background

The hypothalamus plays a pivotal role in numerous mechanisms highly relevant to the maintenance of body homeostasis, such as the control of food intake and energy expenditure. Impairment of these mechanisms has been associated with the metabolic disturbances involved in the pathogenesis of obesity. Since rodent species constitute important models for metabolism studies and the rat hypothalamus is poorly characterized by proteomic strategies, we performed experiments aimed at constructing a two-dimensional gel electrophoresis (2-DE) profile of rat hypothalamus proteins.

Results

As a first step, we established the best conditions for tissue collection and protein extraction, quantification and separation. The extraction buffer composition selected for proteome characterization of rat hypothalamus was urea 7?M, thiourea 2?M, CHAPS 4%, Triton X-100 0.5%, followed by a precipitation step with chloroform/methanol. Two-dimensional (2-D) gels of hypothalamic extracts from four-month-old rats were analyzed; the protein spots were digested and identified by using tandem mass spectrometry and database query using the protein search engine MASCOT. Eighty-six hypothalamic proteins were identified, the majority of which were classified as participating in metabolic processes, consistent with the finding of a large number of proteins with catalytic activity. Genes encoding proteins identified in this study have been related to obesity development.

Conclusion

The present results indicate that the 2-DE technique will be useful for nutritional studies focusing on hypothalamic proteins. The data presented herein will serve as a reference database for studies testing the effects of dietary manipulations on hypothalamic proteome. We trust that these experiments will lead to important knowledge on protein targets of nutritional variables potentially able to affect the complex central nervous system control of energy homeostasis.