Rosalind E. Jenkins

Multiple reaction monitoring for quantitative biomarker analysis in proteomics and metabolomics

The conventional pipeline for biomarker development involves a discovery phase, typically conducted by mass spectrometry (MS), followed by validation and clinical application, usually on an alternative platform, such as immunoassay. Whilst this approach is suitable for the development of single biomarkers, with the current drive towards larger panels of multiplexed biomarkers, the process becomes inefficient and costly. Consequently, the emphasis is now shifting towards performing full biomarker discovery, qualification and quantification on the same technology platform. The ease of multiplexing and ability to determine protein modifications makes MS an attractive alternative to antibody-based technologies. In addition, developments in quantitative MS, through the application of stable isotope labelling and scanning techniques, such as multiple reaction monitoring (MRM), have greatly enhanced both the specificity and sensitivity of MS-based assays to the point that they can rival immunoassay for some analytes. This review focuses on the application of MRM for quantitative MS analysis, particularly with respect to proteins and peptides.

Molecular forms of HMGB1 and keratin-18 as mechanistic biomarkers for mode of cell death and prognosis during clinical acetaminophen hepatotoxicity

BACKGROUND & AIMS Full length keratin-18 (FL-K18) and High Mobility Group Box-1 (HMGB1) represent circulating indicators of necrosis during acetaminophen (APAP) hepatotoxicity in vivo. In addition, the caspase-cleaved fragment of K18 (cK18) and hyper-acetylated HMGB1 represent serum indicators of apoptosis and immune cell activation, respectively. The study aim was to assess their mechanistic utility to establish the balance between apoptosis, necrosis, and immune cell activation throughout the time course of clinical APAP hepatotoxicity. METHODS HMGB1 (total, acetylated) and K18 (apoptotic, necrotic) were identified and quantified by novel LC-MS/MS assays in APAP overdose patients (n=78). RESULTS HMGB1 (total; 15.4±1.9ng/ml, p<0.01, acetylated; 5.4±2.6ng/ml, p<0.001), cK18 (5649.8±721.0U/L, p<0.01), and FL-K18 (54770.2±6717.0U/L, p<0.005) were elevated in the sera of APAP overdose patients with liver injury compared to overdose patients without liver injury and healthy volunteers. HMGB1 and FL-K18 correlated with alanine aminotransferase (ALT) activity (R(2)=0.60 and 0.58, respectively, p<0.0001) and prothrombin time (R(2)=0.62 and 0.71, respectively, p<0.0001). Increased total and acetylated HMGB1 and FL-K18 were associated with worse prognosis (Kings College Criteria) or patients that died/required liver transplant compared to spontaneous survivors (all p<0.05-0.001), a finding not reflected by ALT and supported by ROC analysis. Acetylated HMGB1 was a better predictor of outcome than the other markers of cell death. CONCLUSIONS K18 and HMGB1 represent blood-based tools to investigate the cell death balance clinical APAP hepatotoxicity. Activation of the immune response was seen later in the time course as shown by the distinct profile of acetylated HMGB1 and was associated with worse outcome.

High Mobility Group Box-1 protein and Keratin-18, circulating serum proteins informative of acetaminophen-induced necrosis and apoptosis in vivo

Drug-induced hepatotoxicity represents a major clinical problem and an impediment to new medicine development. Serum biomarkers hold the potential to provide information about pathways leading to cellular responses within inaccessible tissues, which can inform the medicinal chemist and the clinician with respect to safe drug design and use. Hepatocyte apoptosis, necrosis, and innate immune activation have been defined as features of the toxicological response associated with the hepatotoxin acetaminophen (APAP). Within this investigation, we have unambiguously identified and characterized by liquid chromatography-tandem mass spectrometry differing circulating molecular forms of high-mobility group box-1 protein (HMGB1) and keratin-18 (K18), which are linked to the mechanisms and pathological changes induced by APAP in the mouse. Hypoacetylated HMGB1 (necrosis indicator), caspase-cleaved K18 (apoptosis indicator), and full-length K18 (necrosis indicator) present in serum showed strong correlations with the histological time course of cell death and was more sensitive than alanine aminotransferase activity. We have further identified a hyperacetylated form of HMGB1 (inflammatory indicator) in serum, which indicated that hepatotoxicity was associated with an inflammatory response. The inhibition of APAP-induced apoptosis and K18 cleavage by the caspase inhibitor N-benzyloxycarbonyl-Val-Ala-Asp(OMe) fluoromethyl ketone are associated with increased hepatic damage, by a shift to necrotic cell death only. These findings illustrate the initial verification of K18 and HMGB1 molecular forms as serum-based sensitive tools that provide insights into the cellular dynamics involved in APAP hepatotoxicity within an inaccessible tissue. Based on these findings, potential exists for the qualification and measurement of these proteins to further assist in vitro, in vivo, and clinical bridging in toxicological research.

The HMGB1/RAGE axis triggers neutrophil-mediated injury amplification following necrosis

In contrast to microbially triggered inflammation, mechanisms promoting sterile inflammation remain poorly understood. Damage-associated molecular patterns (DAMPs) are considered key inducers of sterile inflammation following cell death, but the relative contribution of specific DAMPs, including high-mobility group box 1 (HMGB1), is ill defined. Due to the postnatal lethality of Hmgb1-knockout mice, the role of HMGB1 in sterile inflammation and disease processes in vivo remains controversial. Here, using conditional ablation strategies, we have demonstrated that epithelial, but not bone marrow-derived, HMGB1 is required for sterile inflammation following injury. Epithelial HMGB1, through its receptor RAGE, triggered recruitment of neutrophils, but not macrophages, toward necrosis. In clinically relevant models of necrosis, HMGB1/RAGE-induced neutrophil recruitment mediated subsequent amplification of injury, depending on the presence of neutrophil elastase. Notably, hepatocyte-specific HMGB1 ablation resulted in 100% survival following lethal acetaminophen intoxication. In contrast to necrosis, HMGB1 ablation did not alter inflammation or mortality in response to TNF- or FAS-mediated apoptosis. In LPS-induced shock, in which HMGB1 was considered a key mediator, HMGB1 ablation did not ameliorate inflammation or lethality, despite efficient reduction of HMGB1 serum levels. Our study establishes HMGB1 as a bona fide and targetable DAMP that selectively triggers a neutrophil-mediated injury amplification loop in the setting of necrosis.

Characterization of primary human hepatocyte spheroids as a model system for drug-induced liver injury, liver function and disease

Liver biology and function, drug-induced liver injury (DILI) and liver diseases are difficult to study using current in vitro models such as primary human hepatocyte (PHH) monolayer cultures, as their rapid de-differentiation restricts their usefulness substantially. Thus, we have developed and extensively characterized an easily scalable 3D PHH spheroid system in chemically-defined, serum-free conditions. Using whole proteome analyses, we found that PHH spheroids cultured this way were similar to the liver in vivo and even retained their inter-individual variability. Furthermore, PHH spheroids remained phenotypically stable and retained morphology, viability, and hepatocyte-specific functions for culture periods of at least 5 weeks. We show that under chronic exposure, the sensitivity of the hepatocytes drastically increased and toxicity of a set of hepatotoxins was detected at clinically relevant concentrations. An interesting example was the chronic toxicity of fialuridine for which hepatotoxicity was mimicked after repeated-dosing in the PHH spheroid model, not possible to detect using previous in vitro systems. Additionally, we provide proof-of-principle that PHH spheroids can reflect liver pathologies such as cholestasis, steatosis and viral hepatitis. Combined, our results demonstrate that the PHH spheroid system presented here constitutes a versatile and promising in vitro system to study liver function, liver diseases, drug targets and long-term DILI.

Physical and functional interaction of sequestosome 1 with Keap1 regulates the Keap1-Nrf2 cell defense pathway.

Nrf2 regulates the expression of numerous cytoprotective genes in mammalian cells. The activity of Nrf2 is regulated by the Cul3 adaptor Keap1, yet little is known regarding mechanisms of regulation of Keap1 itself. Here, we have used immunopurification of Keap1 and mass spectrometry, in addition to immunoblotting, to identify sequestosome 1 (SQSTM1) as a cellular binding partner of Keap1. SQSTM1 serves as a scaffold in various signaling pathways and shuttles polyubiquitinated proteins to the proteasomal and lysosomal degradation machineries. Ectopic expression of SQSTM1 led to a decrease in the basal protein level of Keap1 in a panel of cells. Furthermore, RNA interference (RNAi) depletion of SQSTM1 resulted in an increase in the protein level of Keap1 and a concomitant decrease in the protein level of Nrf2 in the absence of changes in Keap1 or Nrf2 mRNA levels. The increased protein level of Keap1 in cells depleted of SQSTM1 by RNAi was linked to a decrease in its rate of degradation; the half-life of Keap1 was almost doubled by RNAi depletion of SQSTM1. The decreased level of Nrf2 in cells depleted of SQSTM1 by RNAi was associated with decreases in the mRNA levels, protein levels, and function of several Nrf2-regulated cell defense genes. SQSTM1 was dispensable for the induction of the Keap1-Nrf2 pathway, as Nrf2 activation by tert-butylhydroquinone or iodoacetamide was not affected by RNAi depletion of SQSTM1. These findings demonstrate a physical and functional interaction between Keap1 and SQSTM1 and reveal an additional layer of regulation in the Keap1-Nrf2 pathway.

Human leukocyte antigen (HLA)‐B*57:01‐restricted activation of drug‐specific T cells provides the immunological basis for flucloxacillin‐induced liver injury

The role of the adaptive immune system in adverse drug reactions that target the liver has not been defined. For flucloxacillin, a delay in the reaction onset and identification of human leukocyte antigen (HLA)‐B*57:01 as a susceptibility factor are indicative of an immune pathogenesis. Thus, we characterize flucloxacillin‐responsive CD4+ and CD8+ T cells from patients with liver injury and show that naive CD45RA+CD8+ T cells from volunteers expressing HLA‐B*57:01 are activated with flucloxacillin when dendritic cells present the drug antigen. T‐cell clones expressing CCR4 and CCR9 migrated toward CCL17 and CCL 25, and secreted interferon‐gamma (IFN‐γ), T helper (Th)2 cytokines, perforin, granzyme B, and FasL following drug stimulation. Flucloxacillin bound covalently to selective lysine residues on albumin in a time‐dependent manner and the level of binding correlated directly with the stimulation of clones. Activation of CD8+ clones with flucloxacillin was processing‐dependent and restricted by HLA‐B*57:01 and the closely related HLA‐B*58:01. Clones displayed additional reactivity against β‐lactam antibiotics including oxacillin, cloxacillin, and dicloxacillin, but not abacavir or nitroso sulfamethoxazole. Conclusion: This work defines the immune basis for flucloxacillin‐induced liver injury and links the genetic association to the iatrogenic disease. (HEPATOLOGY 2013;)

Proteomic analysis of Nrf2 deficient transgenic mice reveals cellular defence and lipid metabolism as primary Nrf2-dependent pathways in the liver

The transcription factor Nrf2 regulates expression of multiple cellular defence proteins through the antioxidant response element (ARE). Nrf2-deficient mice (Nrf2−/−) are highly susceptible to xenobiotic-mediated toxicity, but the precise molecular basis of enhanced toxicity is unknown. Oligonucleotide array studies suggest that a wide range of gene products is altered constitutively, however no equivalent proteomics analyses have been conducted. To define the range of Nrf2-regulated proteins at the constitutive level, protein expression profiling of livers from Nrf2−/− and wild type mice was conducted using both stable isotope labelling (iTRAQ) and gel electrophoresis methods. To establish a robust reproducible list of Nrf2-dependent proteins, three independent groups of mice were analysed. Correlative network analysis (MetaCore) identified two predominant groups of Nrf2-regulated proteins. As expected, one group comprised proteins involved in phase II drug metabolism, which were down-regulated in the absence of Nrf2. Surprisingly, the most profound changes were observed amongst proteins involved in the synthesis and metabolism of fatty acids and other lipids. Importantly, we show here for the first time, that the enzyme ATP-citrate lyase, responsible for acetyl-CoA production, is negatively regulated by Nrf2. This latter finding suggests that Nrf2 is a major regulator of cellular lipid disposition in the liver.

Pancreatic cancer cells overexpress gelsolin family-capping proteins, which contribute to their cell motility

Background: Previously, proteomic methods were applied to characterise differentially expressed proteins in microdissected pancreatic ductal adenocarcinoma cells. Aims: To report that CapG and a related protein, gelsolin, which have established roles in cell motility, are overexpressed in metastatic pancreatic cancer; and to describe their pattern of expression in pancreatic cancer tissue and their effect on cell motility in pancreatic cancer cell lines. Methods: CapG was identified by mass spectrometry and immunoblotting. CapG and gelsolin expression was assessed by immunohistochemical analysis on a pancreatic cancer tissue microarray and correlated with clinical and pathological parameters. CapG and gelsolin levels were reduced using RNA interface in Suit-2, Panc-1 and MiaPaCa-2 cells. Cell motility was assessed using modified Boyden chamber or wound-healing assays. Results: Multiple isoforms of CapG were detected in pancreatic cancer tissue and cell lines. Immunohistochemical analysis of benign (n = 44 patients) and malignant (n = 69) pancreatic ductal cells showed significantly higher CapG staining intensity in nuclear (p<0.001) and cytoplasmic (p<0.001) compartments of malignant cells. Similarly, gelsolin immunostaining of benign (n = 24 patients) and malignant (n = 68 patients) pancreatic ductal cells showed higher expression in both compartments (both p<0.001). High nuclear CapG was associated with increased tumour size (p = 0.001). High nuclear gelsolin was associated with reduced survival (p = 0.01). Reduction of CapG or gelsolin expression in cell lines by RNAi was accompanied by significantly impaired motility. Conclusions: Up regulation of these actin-capping proteins in pancreatic cancer and their ability to modulate cell motility in vitro suggest their potentially important role in pancreatic cancer cell motility and consequently dissemination.

Arrays for protein expression profiling: Towards a viable alternative to two-dimensional gel electrophoresis?

Two‐dimensional gel electrophoresis (2‐DE) is used as a platform method for the measurement of protein expression patterns within cells, tissues or organisms. This approach can support expression profiling of several thousand proteins in multiple samples and as such it is currently unrivalled as a tool for the analysis of protein expression, which is a key component of the rapidly expanding field of proteomics. However, 2‐DE has a number of significant limitations and as a consequence, alternative approaches for the measurement of expression of proteins within complex samples are actively being explored. Here we review some existing and emerging methods for protein expression analysis. In particular, we review a range of technologies that might be integrated to support the development of ‘arrays’ or ‘chips’ for rapid, high‐throughput analysis of protein expression in a manner analogous to the current use of DNA arrays for mRNA expression analysis. We conclude that such separation‐independent platforms may ultimately supersede two‐dimensional (2‐D) gel‐based analyses for global protein expression analysis but that before this the technologies might provide important new platforms for diagnostic and prognostic monitoring of diseases.