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1.
Mol Cell Proteomics ; 22(7): 100580, 2023 07.
Article in English | MEDLINE | ID: mdl-37211046

ABSTRACT

Current proteomic technologies focus on the quantification of protein levels, while little effort is dedicated to the development of system approaches to simultaneously monitor proteome variability and abundance. Protein variants may display different immunogenic epitopes detectable by monoclonal antibodies. Epitope variability results from alternative splicing, posttranslational modifications, processing, degradation, and complex formation and possesses dynamically changing availability of interacting surface structures that frequently serve as reachable epitopes and often carry different functions. Thus, it is highly likely that the presence of some of the accessible epitopes correlates with function under physiological and pathological conditions. To enable the exploration of the impact of protein variation on the immunogenic epitome first, here, we present a robust and analytically validated PEP technology for characterizing immunogenic epitopes of the plasma. To this end, we prepared mAb libraries directed against the normalized human plasma proteome as a complex natural immunogen. Antibody producing hybridomas were selected and cloned. Monoclonal antibodies react with single epitopes, thus profiling with the libraries is expected to profile many epitopes which we define by the mimotopes, as we present here. Screening blood plasma samples from control subjects (n = 558) and cancer patients (n = 598) for merely 69 native epitopes displayed by 20 abundant plasma proteins resulted in distinct cancer-specific epitope panels that showed high accuracy (AUC 0.826-0.966) and specificity for lung, breast, and colon cancer. Deeper profiling (≈290 epitopes of approximately 100 proteins) showed unexpected granularity of the epitope-level expression data and detected neutral and lung cancer-associated epitopes of individual proteins. Biomarker epitope panels selected from a pool of 21 epitopes of 12 proteins were validated in independent clinical cohorts. The results demonstrate the value of PEP as a rich and thus far unexplored source of protein biomarkers with diagnostic potential.


Subject(s)
Biomarkers, Tumor , Neoplasms , Humans , Proteome , Proteomics/methods , Epitopes , Antibodies, Monoclonal/chemistry
2.
Inorg Chem ; 54(5): 2339-44, 2015 Mar 02.
Article in English | MEDLINE | ID: mdl-25661909

ABSTRACT

Most proteins involved in Cu homeostasis bind to intracellular Cu(I) in stable Cu(S-Cys)x environments, thanks to well-conserved cysteine-rich sequences. Similarly, the Cu(I) transport protein Ctr1, responsible for copper acquisition, binds Cu(I) in Cu(S-Met)3 environments in conserved methionine-rich MXMXXM sequences, referred as Mets motifs. Pseudo-peptides based on a nitrilotriacetic acid scaffold and functionalized with three amino acids bearing thioether side chains, either methyl cysteine in T(1) or methionine in T(2), were synthesized as mimics of the Mets sequences found in Ctr1. These two ligands were obtained with good overall yields from commercial amino acids and demonstrate efficient chelating ability for Cu(I). Only one species, the mononuclear [CuT(1,2)](+) complex, was evidenced by electrospray ionization-mass spectroscopy (ESI-MS) and the circular dichroism signature obtained for the most constrained CuT(1) complex having the shortest side chains showed reorganization of the pseudo-peptide scaffold upon Cu(I) complexation. Considering that thioether functions are neutral sulfur donors, the stability constants measured by competition with ferrozine are quite large: log K ≈ 10.2-10.3. The CuT(1,2) complexes are significantly more stable that those formed with linear peptides, mimicking isolated Mets motifs MXMXXM of the Cu transport protein Ctr1 (log K ≈ 5-6). This may be attributed to the preorganized pseudo-peptide scaffold, which arranges the three neutral sulfur donors toward the metal center. Such moderate affinity Cu(I) chelators are interesting for applications in chelation therapy, for instance, to induce minimum disturbance of Cu homeostasis in Wilson's disease treatments.


Subject(s)
Cation Transport Proteins/chemistry , Cysteine/analogs & derivatives , Methionine/chemistry , Peptides/chemistry , Copper Transporter 1 , Cysteine/chemistry , Humans , Molecular Conformation
3.
Inorg Chem ; 53(10): 5229-39, 2014 May 19.
Article in English | MEDLINE | ID: mdl-24766067

ABSTRACT

New tripodal metal-chelating agents derived from nitrilotriacetic acid (NTA) and extended by three unnatural amino acids D-penicillamine (D-Pen) are presented. D-Pen is actually the drug most extensively used to treat copper (Cu) overload in Wilson's disease and as such is a very attractive building block for the design of chelating agents. D-Pen is also a bulkier analogue of cysteine, with the ß-methylene hydrogen atoms replaced by larger methyl groups. The hindrance of the gem-dimethyl group close to the thiol functions is demonstrated to influence the speciation and stability of the metal complexes. The ligands L(4) (ester) and L(5) (amide) were obtained from NTA and commercial D-Pen synthons in four and five steps with overall yields of 14 and 24%, respectively. Their ability to bind Cu(I), thanks to their three thiolate functions, has been investigated using both spectroscopic and analytical methods. UV, CD, and NMR spectroscopy and mass spectrometry evidence the formation of two Cu(I) complexes with L(5): the mononuclear complex CuL(5) and one cluster (Cu2L(5))2. In contrast, the bulkier ethyl ester derivative L(4) cannot accommodate the mononuclear complex in solution and thus forms exclusively the cluster (Cu2L(4))2. Cu K-edge X-ray absorption spectroscopy (XAS and EXAFS) confirms that Cu(I) is bound in trigonal-planar sulfur-only environments in all of these complexes with Cu- - -S distances ranging from 2.22 to 2.23 Å. Such C3-symmetric CuS3 cores are coordination modes frequently adopted in Cu(I) proteins such as metallothioneins. These two ligands bind Cu(I) tightly and selectively, which makes them promising chelators for intracellular copper detoxification in vivo.


Subject(s)
Chelating Agents/chemical synthesis , Copper/chemistry , Organometallic Compounds/chemical synthesis , Penicillamine/chemistry , Chelating Agents/chemistry , Molecular Structure , Nitrilotriacetic Acid/chemistry , Organometallic Compounds/chemistry
4.
Inorg Chem ; 52(17): 9954-61, 2013 Sep 03.
Article in English | MEDLINE | ID: mdl-23937308

ABSTRACT

A series of tripodal ligands L derived from nitrilotriacetic acid (NTA) and extended by three converging metal-binding cysteine chains were previously found to bind selectively copper(I) both in vitro and in vivo. The ligands L(1) (ester) and L(2) (amide) were demonstrated to form copper(I) species with very high affinities, close to that reported for the metal-sequestering metallothioneins (MTs; log K(Cu-MT) ≈ 19). Here, an in-depth study by Cu K-edge X-ray absorption spectroscopy (XAS) was performed to completely characterize the copper(I) coordination sphere in the complexes, previously evidenced by other physicochemical analyses. The X-ray absorption near-edge structure (XANES) spectra shed light on the equilibrium between a mononuclear complex and a cluster for both L(1) (ester) and L(2) (amide). The exclusive symmetric CuS3 geometry adopted in the mononuclear complexes (Cu-S ≈ 2.23 Å) was clearly demonstrated by extended X-ray absorption fine structure (EXAFS) analyses. The EXAFS analyses also proved that the clusters are organized on a symmetric CuS3 core (Cu-S ≈ 2.26 Å) and interact with three nearby copper atoms (Cu---Cu ≈ 2.7 Å), consistent with the Cu6S9-type clusters previously characterized by pulsed gradient spin echo NMR spectroscopy. XAS data obtained for other architectures based on the NTA template (L(3) acid, L(4) without a functionalized carbonyl group, etc.) demonstrated the formation of polymetallic species only, which evidence the necessity of the proximal ester or amide group to stabilize the CuS3 mononuclear species. Finally, XAS was demonstrated to be a powerful method to quantify the equilibrium between the two copper(I) environments evidenced with L(1) and L(2) at different copper concentrations and to determine the equilibrium constants between these two complexes.


Subject(s)
Coordination Complexes/chemistry , Copper/chemistry , Nitrilotriacetic Acid/chemistry , Sulfur/chemistry , Cysteine/chemistry , Ligands , Metallothionein/chemistry , Peptidomimetics/chemistry , X-Ray Absorption Spectroscopy
5.
Mol Cell Proteomics ; 10(12): M111.010298, 2011 Dec.
Article in English | MEDLINE | ID: mdl-21947365

ABSTRACT

A challenge in the treatment of lung cancer is the lack of early diagnostics. Here, we describe the application of monoclonal antibody proteomics for discovery of a panel of biomarkers for early detection (stage I) of non-small cell lung cancer (NSCLC). We produced large monoclonal antibody libraries directed against the natural form of protein antigens present in the plasma of NSCLC patients. Plasma biomarkers associated with the presence of lung cancer were detected via high throughput ELISA. Differential profiling of plasma proteomes of four clinical cohorts, totaling 301 patients with lung cancer and 235 healthy controls, identified 13 lung cancer-associated (p < 0.05) monoclonal antibodies. The monoclonal antibodies recognize five different cognate proteins identified using immunoprecipitation followed by mass spectrometry. Four of the five antigens were present in non-small cell lung cancer cells in situ. The approach is capable of generating independent antibodies against different epitopes of the same proteins, allowing fast translation to multiplexed sandwich assays. Based on these results, we have verified in two independent clinical collections a panel of five biomarkers for classifying patient disease status with a diagnostics performance of 77% sensitivity and 87% specificity. Combining CYFRA, an established cancer marker, with the panel resulted in a performance of 83% sensitivity at 95% specificity for stage I NSCLC.


Subject(s)
Antibodies, Monoclonal/metabolism , Biomarkers, Tumor/blood , Carcinoma, Non-Small-Cell Lung/blood , Early Detection of Cancer/methods , Lung Neoplasms/blood , Proteome/metabolism , Adolescent , Adult , Aged , Aged, 80 and over , Animals , Antibodies, Monoclonal/chemistry , Antibody Specificity , Area Under Curve , Biomarkers, Tumor/immunology , Carcinoma, Non-Small-Cell Lung/diagnosis , Case-Control Studies , Complement Factor H/immunology , Complement Factor H/metabolism , Female , Glycoproteins/blood , Glycoproteins/immunology , Haptoglobins/immunology , Haptoglobins/metabolism , Humans , Immunoassay/methods , Lung Neoplasms/diagnosis , Male , Mice , Mice, Inbred BALB C , Middle Aged , Proteomics , ROC Curve , Young Adult , alpha 1-Antichymotrypsin/blood , alpha 1-Antichymotrypsin/immunology
7.
Electrophoresis ; 28(23): 4401-6, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18041035

ABSTRACT

We define mAb proteomics as the global generation of disease specific antibodies that permit mass screening of biomarkers. An integrated, high-throughput, disease-specific mAb-based biomarker discovery platform has been developed. The approach readily provided new biomarker leads with the focus on large-scale discovery and production of mAb-based, disease-specific clinical assay candidates. The outcome of the biomarker discovery process was a highly specific and sensitive assay, applicable for testing of clinical validation paradigms, like response to treatment or correlation with other clinical parameters. In contrast to MS-based or systems biology-based strategies, our process produced prevalidated clinical assays as the outcome of the discovery process. By re-engineering the biomarker discovery paradigm, the encouraging results presented in this paper clearly demonstrate the efficiency of the mAb proteomics approach, and set the grounds for the next steps of studies, namely, the hunt for candidate biomarkers that respond to drug treatment.


Subject(s)
Antibodies, Monoclonal/isolation & purification , Molecular Diagnostic Techniques/methods , Pulmonary Disease, Chronic Obstructive/diagnosis , Antibodies, Monoclonal/biosynthesis , Antineoplastic Agents , Biomarkers/analysis , Blood Proteins , Chromatography, High Pressure Liquid , Computational Biology , Enzyme-Linked Immunosorbent Assay , Humans , Molecular Diagnostic Techniques/trends , Protein Array Analysis , Sensitivity and Specificity , Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization , Tandem Mass Spectrometry
8.
Crit Care Med ; 31(11): 2651-6, 2003 Nov.
Article in English | MEDLINE | ID: mdl-14605538

ABSTRACT

OBJECTIVE: To evaluate long-term survival and functional outcome in intensive care unit survivors after mechanical ventilation for intracerebral hemorrhage. DESIGN: Retrospective chart review and prospective follow-up study. SETTING: Outpatient follow-up. PATIENTS: Between 1997 and 2000, 120 patients were mechanically ventilated for an intracerebral hemorrhage at our intensive care unit. Sixty-two patients were discharged from hospital (in-hospital mortality = 48%). Sixty patients were evaluated for survival and functional outcome (two were lost to follow-up). Time between discharge and follow-up was > or =1 yr and was a mean of 27 +/- 14 months (range, 12-56). INTERVENTIONS: None. MEASUREMENTS AND MAIN RESULTS: Patients' physicians were first asked about survival, and patients or proxies were interviewed by phone. Barthel Index and modified Rankin Scale scores were collected, and demographic information and general data were reviewed. The estimated life-table survival curve after discharge was 64.6% at 1 yr and 57% at 3 yrs. In the 24 patients who died, the mean time between discharge and death was 5 +/- 6 months. Probability of death after discharge significantly increased if age at admission was >65 yrs (p <.01; odds ratio, 3.5; 95% confidence interval, 1.4-9.1) and if Glasgow Coma Scale score at discharge was <15 (p <.01; odds ratio, 3.9; 95% confidence interval, 1.6-9.5). In the 36 long-term survivors, Barthel Index was 67.5 +/- 15 (median +/- median absolute dispersion) and modified Rankin Scale score was 2.6 +/- 0.5. Fifteen patients (42%) had a slight or no disability (Barthel Index > or =90 and modified Rankin Scale score < or =2), whereas 21 patients (58%) had moderate or severe disability (Barthel Index < or =85 and modified Rankin Scale score >2). CONCLUSIONS: Probability of survival at 3 yrs after mechanical ventilation for an intracerebral hemorrhage was >50%. Age was an important determinant of long-term survival. Forty-two percent of long-term survivors were independent for activities of daily living. Only a few long-term survivors had a very high degree of disability.


Subject(s)
Cerebral Hemorrhage/therapy , Hospital Mortality , Respiration, Artificial , Adult , Aged , Aged, 80 and over , Cerebral Hemorrhage/mortality , Confidence Intervals , Female , Follow-Up Studies , Humans , Intensive Care Units , Male , Middle Aged , Probability , Retrospective Studies , Survival Rate , Time Factors
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