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1.
Nat Commun ; 12(1): 5060, 2021 08 20.
Article in English | MEDLINE | ID: mdl-34417454

ABSTRACT

Non-invasive approaches for cell-free DNA (cfDNA) assessment provide an opportunity for cancer detection and intervention. Here, we use a machine learning model for detecting tumor-derived cfDNA through genome-wide analyses of cfDNA fragmentation in a prospective study of 365 individuals at risk for lung cancer. We validate the cancer detection model using an independent cohort of 385 non-cancer individuals and 46 lung cancer patients. Combining fragmentation features, clinical risk factors, and CEA levels, followed by CT imaging, detected 94% of patients with cancer across stages and subtypes, including 91% of stage I/II and 96% of stage III/IV, at 80% specificity. Genome-wide fragmentation profiles across ~13,000 ASCL1 transcription factor binding sites distinguished individuals with small cell lung cancer from those with non-small cell lung cancer with high accuracy (AUC = 0.98). A higher fragmentation score represented an independent prognostic indicator of survival. This approach provides a facile avenue for non-invasive detection of lung cancer.


Subject(s)
Circulating Tumor DNA/metabolism , DNA Fragmentation , Lung Neoplasms/diagnosis , Lung Neoplasms/genetics , Adolescent , Adult , Aged , Aged, 80 and over , Apoptosis , Carcinoma, Non-Small-Cell Lung/diagnosis , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Cell Line, Tumor , Diagnosis, Differential , Early Detection of Cancer , Female , Genome, Human , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Models, Biological , Neoplasm Metastasis , Neoplasm Staging , Small Cell Lung Carcinoma/diagnosis , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/pathology , Young Adult
2.
Chest ; 154(3): 491-500, 2018 09.
Article in English | MEDLINE | ID: mdl-29496499

ABSTRACT

BACKGROUND: Lung nodules are a diagnostic challenge, with an estimated yearly incidence of 1.6 million in the United States. This study evaluated the accuracy of an integrated proteomic classifier in identifying benign nodules in patients with a pretest probability of cancer (pCA) ≤ 50%. METHODS: A prospective, multicenter observational trial of 685 patients with 8- to 30-mm lung nodules was conducted. Multiple reaction monitoring mass spectrometry was used to measure the relative abundance of two plasma proteins, LG3BP and C163A. Results were integrated with a clinical risk prediction model to identify likely benign nodules. Sensitivity, specificity, and negative predictive value were calculated. Estimates of potential changes in invasive testing had the integrated classifier results been available and acted on were made. RESULTS: A subgroup of 178 patients with a clinician-assessed pCA ≤ 50% had a 16% prevalence of lung cancer. The integrated classifier demonstrated a sensitivity of 97% (CI, 82-100), a specificity of 44% (CI, 36-52), and a negative predictive value of 98% (CI, 92-100) in distinguishing benign from malignant nodules. The classifier performed better than PET, validated lung nodule risk models, and physician cancer probability estimates (P < .001). If the integrated classifier results were used to direct care, 40% fewer procedures would be performed on benign nodules, and 3% of malignant nodules would be misclassified. CONCLUSIONS: When used in patients with lung nodules with a pCA ≤ 50%, the integrated classifier accurately identifies benign lung nodules with good performance characteristics. If used in clinical practice, invasive procedures could be reduced by diverting benign nodules to surveillance. TRIAL REGISTRY: ClinicalTrials.gov; No.: NCT01752114; URL: www.clinicaltrials.gov).


Subject(s)
Biomarkers/blood , Lung Neoplasms/blood , Multiple Pulmonary Nodules/blood , Neoplasm Proteins/blood , Proteomics/methods , Adult , Aged , Diagnosis, Differential , Female , Humans , Lung Neoplasms/pathology , Male , Mass Spectrometry , Middle Aged , Multiple Pulmonary Nodules/pathology , Predictive Value of Tests , Prospective Studies , Risk Factors , Sensitivity and Specificity
3.
Biopolymers ; 108(2)2017 Mar.
Article in English | MEDLINE | ID: mdl-27539157

ABSTRACT

We report on peptide-based ligands matured through the protein catalyzed capture (PCC) agent method to tailor molecular binders for in vitro sensing/diagnostics and in vivo pharmacokinetics parameters. A vascular endothelial growth factor (VEGF) binding peptide and a peptide against the protective antigen (PA) protein of Bacillus anthracis discovered through phage and bacterial display panning technologies, respectively, were modified with click handles and subjected to iterative in situ click chemistry screens using synthetic peptide libraries. Each azide-alkyne cycloaddition iteration, promoted by the respective target proteins, yielded improvements in metrics for the application of interest. The anti-VEGF PCC was explored as a stable in vivo imaging probe. It exhibited excellent stability against proteases and a mean elimination in vivo half-life (T1/2 ) of 36 min. Intraperitoneal injection of the reagent results in slow clearance from the peritoneal cavity and kidney retention at extended times, while intravenous injection translates to rapid renal clearance. The ligand competed with the commercial antibody for binding to VEGF in vivo. The anti-PA ligand was developed for detection assays that perform in demanding physical environments. The matured anti-PA PCC exhibited no solution aggregation, no fragmentation when heated to 100°C, and > 81% binding activity for PA after heating at 90°C for 1 h. We discuss the potential of the PCC agent screening process for the discovery and enrichment of next generation antibody alternatives.


Subject(s)
Click Chemistry/methods , Peptide Library , Peptides/chemistry , Vascular Endothelial Growth Factor A/chemistry , Amino Acid Sequence , Animals , Antibodies/administration & dosage , Antibodies/chemistry , Antibodies/metabolism , Antigens, Bacterial/chemistry , Antigens, Bacterial/immunology , Antigens, Bacterial/metabolism , Bacterial Toxins/chemistry , Bacterial Toxins/immunology , Bacterial Toxins/metabolism , Calorimetry, Differential Scanning , Catalysis , Chromatography, High Pressure Liquid , Circular Dichroism , Colonic Neoplasms/diagnostic imaging , Colonic Neoplasms/metabolism , Female , HT29 Cells , Humans , Injections, Intraperitoneal , Injections, Intravenous , Ligands , Male , Mass Spectrometry , Mice , Microsomes, Liver/metabolism , Peptides/metabolism , Peptides/pharmacokinetics , Protein Binding , Transplantation, Heterologous , Vascular Endothelial Growth Factor A/metabolism
4.
Clin Biochem ; 49(6): 480-485, 2016 Apr.
Article in English | MEDLINE | ID: mdl-26656641

ABSTRACT

OBJECTIVES: Enzymatic activity of lipoprotein-associated phospholipase A2 (Lp-PLA2) mediates vascular inflammation in coronary heart disease (CHD). Calibration of Lp-PLA2 activity measurements using a recombinant enzyme was performed to assess intra- and inter-laboratory assay precision and accuracy in routine clinical settings. DESIGN AND METHODS: Test performance assessment included recovery, analytical sensitivity, linear range, within-lab and site-to-site precision, interference, and analyte stability. Results using the Beckman-Coulter AU400 analyzer were compared to other chemistry analyzers. RESULTS: Lp-PLA2 activity ranged from 84 to 303nmol/min/mL in 300 subjects, with 82.0% and 18.0% measurements below and at or above a cut-point of 225nmol/min/mL, respectively. Results of matched K2-EDTA plasma and serum (n=131) were similar with a slope of 1.00, y-intercept of 0.05, and R-value of 0.988. Mean recovery ranged from 90 to 106% of baseline after storage at different temperatures and time periods. Limit of detection was ≤10nmol/min/mL, without deviation from linearity between 10 and 382nmol/min/mL. Endogenous substances and medications did not interfere with the activity measurements. Overall intra- and inter-laboratory precision among three sites showed coefficients of variation of ≤3.8% and ≤5% respectively. Limit of quantitation was 1.3nmol/min/mL. Method comparison studies for multiple analyzers demonstrated slopes, intercepts or R(2) coefficients ranging from 0.96 to 1.06, -5.6 to 2.0, or 0.997 to 0.999, respectively. CONCLUSION: Analytical performance of the calibrated PLAC(®) test for Lp-PLA2 enzyme activity assay in CHD is resistant to a wide variety of pre-analytical factors, with site-to-site reproducibility on multiple analyzers sufficient to standardize results in diverse laboratory settings.


Subject(s)
1-Alkyl-2-acetylglycerophosphocholine Esterase/metabolism , Calibration , Humans , Limit of Detection , Recombinant Proteins/metabolism , Reproducibility of Results
5.
Chest ; 148(6): 1405-1414, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26087071

ABSTRACT

BACKGROUND: Pulmonary nodules (PNs) are a common reason for referral to pulmonologists. The majority of data for the evaluation and management of PNs is derived from studies performed in academic medical centers. Little is known about the prevalence and diagnosis of PNs, the use of diagnostic testing, or the management of PNs by community pulmonologists. METHODS: This multicenter observational record review evaluated 377 patients aged 40 to 89 years referred to 18 geographically diverse community pulmonary practices for intermediate PNs (8-20 mm). Study measures included the prevalence of malignancy, procedure/test use, and nodule pretest probability of malignancy as calculated by two previously validated models. The relationship between calculated pretest probability and management decisions was evaluated. RESULTS: The prevalence of malignancy was 25% (n = 94). Nearly one-half of the patients (46%, n = 175) had surveillance alone. Biopsy was performed on 125 patients (33.2%). A total of 77 patients (20.4%) underwent surgery, of whom 35% (n = 27) had benign disease. PET scan was used in 141 patients (37%). The false-positive rate for PET scan was 39% (95% CI, 27.1%-52.1%). Pretest probability of malignancy calculations showed that 9.5% (n = 36) were at a low risk, 79.6% (n = 300) were at a moderate risk, and 10.8% (n = 41) were at a high risk of malignancy. The rate of surgical resection was similar among the three groups (17%, 21%, 17%, respectively; P = .69). CONCLUSIONS: A substantial fraction of intermediate-sized nodules referred to pulmonologists ultimately prove to be lung cancer. Despite advances in imaging and nonsurgical biopsy techniques, invasive sampling of low-risk nodules and surgical resection of benign nodules remain common, suggesting a lack of adherence to guidelines for the management of PNs.


Subject(s)
Disease Management , Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Adult , Aged , Aged, 80 and over , Female , Humans , Lung Neoplasms/epidemiology , Lung Neoplasms/pathology , Male , Middle Aged , Multiple Pulmonary Nodules/diagnosis , Multiple Pulmonary Nodules/epidemiology , Multiple Pulmonary Nodules/etiology , Multiple Pulmonary Nodules/therapy , Positron-Emission Tomography/methods , Prevalence , Probability , Risk Assessment , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/epidemiology , Solitary Pulmonary Nodule/etiology , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods , United States/epidemiology , Unnecessary Procedures/statistics & numerical data
6.
Clin Proteomics ; 12(1): 3, 2015.
Article in English | MEDLINE | ID: mdl-25838814

ABSTRACT

BACKGROUND: Current quantification methods for mass spectrometry (MS)-based proteomics either do not provide sufficient control of variability or are difficult to implement for routine clinical testing. RESULTS: We present here an integrated quantification (InteQuan) method that better controls pre-analytical and analytical variability than the popular quantification method using stable isotope-labeled standard peptides (SISQuan). We quantified 16 lung cancer biomarker candidates in human plasma samples in three assessment studies, using immunoaffinity depletion coupled with multiple reaction monitoring (MRM) MS. InteQuan outperformed SISQuan in precision in all three studies and tolerated a two-fold difference in sample loading. The three studies lasted over six months and encountered major changes in experimental settings. Nevertheless, plasma proteins in low ng/ml to low µg/ml concentrations were measured with a median technical coefficient of variation (CV) of 11.9% using InteQuan. The corresponding median CV using SISQuan was 15.3% after linear fitting. Furthermore, InteQuan surpassed SISQuan in measuring biological difference among clinical samples and in distinguishing benign versus cancer plasma samples. CONCLUSIONS: We demonstrated that InteQuan is a simple yet robust quantification method for MS-based quantitative proteomics, especially for applications in biomarker research and in routine clinical testing.

7.
J Thorac Oncol ; 10(4): 629-37, 2015 Apr.
Article in English | MEDLINE | ID: mdl-25590604

ABSTRACT

INTRODUCTION: Indeterminate pulmonary nodules (IPNs) lack clinical or radiographic features of benign etiologies and often undergo invasive procedures unnecessarily, suggesting potential roles for diagnostic adjuncts using molecular biomarkers. The primary objective was to validate a multivariate classifier that identifies likely benign lung nodules by assaying plasma protein expression levels, yielding a range of probability estimates based on high negative predictive values (NPVs) for patients with 8 to 30 mm IPNs. METHODS: A retrospective, multicenter, case-control study was performed using multiple reaction monitoring mass spectrometry, a classifier comprising five diagnostic and six normalization proteins, and blinded analysis of an independent validation set of plasma samples. RESULTS: The classifier achieved validation on 141 lung nodule-associated plasma samples based on predefined statistical goals to optimize sensitivity. Using a population based nonsmall-cell lung cancer prevalence estimate of 23% for 8 to 30 mm IPNs, the classifier identified likely benign lung nodules with 90% negative predictive value and 26% positive predictive value, as shown in our prior work, at 92% sensitivity and 20% specificity, with the lower bound of the classifier's performance at 70% sensitivity and 48% specificity. Classifier scores for the overall cohort were statistically independent of patient age, tobacco use, nodule size, and chronic obstructive pulmonary disease diagnosis. The classifier also demonstrated incremental diagnostic performance in combination with a four-parameter clinical model. CONCLUSIONS: This proteomic classifier provides a range of probability estimates for the likelihood of a benign etiology that may serve as a noninvasive, diagnostic adjunct for clinical assessments of patients with IPNs.


Subject(s)
Algorithms , Biomarkers, Tumor/blood , Lung Neoplasms/blood , Multiple Pulmonary Nodules/blood , Proteomics/methods , Aged , Female , Humans , Lung Neoplasms/classification , Lung Neoplasms/diagnosis , Male , Middle Aged , Multiple Pulmonary Nodules/classification , Multiple Pulmonary Nodules/diagnosis , ROC Curve , Retrospective Studies
8.
Ann Am Thorac Soc ; 11(10): 1586-91, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25386795

ABSTRACT

RATIONALE: Pulmonologists frequently encounter indeterminate pulmonary nodules in practice, but it is unclear what clinical factors they rely on to guide the diagnostic evaluation. OBJECTIVES: To assess the current approach to the management of indeterminate pulmonary nodules and to determine the extent to which the addition of a hypothetical diagnostic blood test will influence clinical decision making. METHODS: Selected pulmonologists practicing in the United States were invited to participate in a conjoint exercise based on 20 randomly generated cases of varying age, smoking history, and nodule size. Some cases included the result of a hypothetical blood test. Each respondent chose from among three diagnostic options for a patient: noninvasive monitoring (i.e., serial CT or positron emission tomography scan), a minor procedure (i.e., biopsy or bronchoscopy), or a major procedure (i.e., video-assisted thorascopic surgery or thoracotomy). Multivariate logistic regression was used to assess the impact of the three risk factors and the diagnostic blood test on decision making. MEASUREMENTS AND MAIN RESULTS: Four hundred nineteen physicians participated (response rate, 10%). One hundred fifty-three physician surveys met predetermined criteria and were analyzed (4% of all invitees). A diagnostic procedure was recommended for 23% of 6-mm nodules, versus 54, 66, 77, and 84% of nodules 10, 14, 18, and 22 mm, respectively (P < 0.001). Older age limited recommendations for invasive testing: 54% of 80-year-olds versus 61, 64, 63, and 61% of patients 71, 62, 53, and 44 years of age, respectively (P < 0.001). In multivariate analyses, nodule size, smoking history, age, and the blood test each influenced decision making (P < 0.001). CONCLUSIONS: The pulmonologists who participated in this survey were more likely to proceed with invasive testing, instead of observation or additional imaging, as the size of the nodule increased. The use of a hypothetical blood test resulted in significant alterations in the decision to pursue invasive testing.


Subject(s)
Bronchoscopy/methods , Clinical Competence , Decision Making , Lung Neoplasms/diagnosis , Multiple Pulmonary Nodules/diagnosis , Positron-Emission Tomography/methods , Tomography, X-Ray Computed/methods , Adult , Aged , Aged, 80 and over , Diagnosis, Differential , Female , Follow-Up Studies , Humans , Male , Middle Aged , Retrospective Studies , Risk Factors , Surveys and Questionnaires
9.
Sci Transl Med ; 5(207): 207ra142, 2013 Oct 16.
Article in English | MEDLINE | ID: mdl-24132637

ABSTRACT

Each year, millions of pulmonary nodules are discovered by computed tomography and subsequently biopsied. Because most of these nodules are benign, many patients undergo unnecessary and costly invasive procedures. We present a 13-protein blood-based classifier that differentiates malignant and benign nodules with high confidence, thereby providing a diagnostic tool to avoid invasive biopsy on benign nodules. Using a systems biology strategy, we identified 371 protein candidates and developed a multiple reaction monitoring (MRM) assay for each. The MRM assays were applied in a three-site discovery study (n = 143) on plasma samples from patients with benign and stage IA lung cancer matched for nodule size, age, gender, and clinical site, producing a 13-protein classifier. The classifier was validated on an independent set of plasma samples (n = 104), exhibiting a negative predictive value (NPV) of 90%. Validation performance on samples from a nondiscovery clinical site showed an NPV of 94%, indicating the general effectiveness of the classifier. A pathway analysis demonstrated that the classifier proteins are likely modulated by a few transcription regulators (NF2L2, AHR, MYC, and FOS) that are associated with lung cancer, lung inflammation, and oxidative stress networks. The classifier score was independent of patient nodule size, smoking history, and age, which are risk factors used for clinical management of pulmonary nodules. Thus, this molecular test provides a potential complementary tool to help physicians in lung cancer diagnosis.


Subject(s)
Algorithms , Proteomics , Solitary Pulmonary Nodule/blood , Solitary Pulmonary Nodule/metabolism , Biomarkers, Tumor/blood , Female , Humans , Logistic Models , Lung Neoplasms/blood , Lung Neoplasms/metabolism , Male , Middle Aged , Multivariate Analysis , Neoplasm Proteins/blood , Reproducibility of Results
10.
AAPS J ; 13(2): 274-83, 2011 Jun.
Article in English | MEDLINE | ID: mdl-21448748

ABSTRACT

There have been some successes in qualifying biomarkers and applying them to drug development and clinical treatment of various diseases. A recent success is illustrated by a collaborative effort among the US Food and Drug Administration, the European Medicines Agency, and the pharmaceutical industry to provide a set of seven preclinical kidney toxicity biomarkers for drug development. Other successes include, but are not limited to, clinical biomarkers for cancer treatment and clinical management of heart transplant patients. The value of fully qualified surrogate endpoints in facilitating successful drug development is undisputed, especially for diseases in which the traditional clinical outcome can only be assessed in large, multi-year trials. Emerging biomarkers, including chemical genomic or imaging biomarkers, and measurement of circulating tumor cells hold great promise for early diagnosis of disease and as prognostic tests for managing treatment of chronic diseases such as osteoarthritis, Alzheimer disease, cardiovascular disease, and cancer. To advance the success of treating and managing these diseases, efforts are needed to establish the temporal relationship between changes in inflammatory or imaging biomarkers with the progression of the chronic disease, and in the case of cancer, between the extent of circulating cancer cells and tumor progression or remission.


Subject(s)
Biomarkers/metabolism , Drug Design , Drug Industry/methods , Animals , Clinical Trials as Topic/methods , Drug Evaluation, Preclinical/methods , Humans , International Cooperation
11.
Chemosphere ; 80(10): 1131-6, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20598338

ABSTRACT

This study was set out to investigate emissions of polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs) from both the stack (i.e., point source) and plant fugitives (i.e., area source) of an electric-arc furnace-dust treatment plant (EAFDTP) and their impact to the vicinity environments. The emission rate of the point source (2,360 ng I-TEQh(-1)) was determined directly by measuring PCDD/F concentrations of the stack flue gas. The emission rate of the area source (1,080 ng I-TEQ m(-2)h(-1)) was estimated by using the Industrial Sources Complex Short-Term (ISCST3) model based on concentrations measured at the downwind side of the plant. The mean emission factors of 785 and 893 ng I-TEQ ton(-1) ZnO were found for the point and area source, respectively. The above results suggest that the area source accounted for more than 50% of total PCDD/F emissions for the selected EAFDTP. The contribution of the point source to the atmospheric PCDD/F concentrations of the upwind site and downwind site of the EAFDTP were 0 and 0.27 fg I-TEQ Nm(-3), respectively. The contributions of the area source were 0.020 and 3.3 fg I-TEQ Nm(-3), respectively. The total contribution of the selected EAFDTP (including both the point and area sources) to the concentrations in both upwind and downwind side vicinities were all less than 10%. Finally, the impact of PCDD/F emissions from the selected EAFDTP to the vicinity atmospheric environments was discussed in the present study.


Subject(s)
Air Pollutants/analysis , Benzofurans/analysis , Dioxins/analysis , Dust , Incineration , Dust/analysis , Environmental Monitoring
12.
J Hazard Mater ; 163(2-3): 1185-93, 2009 Apr 30.
Article in English | MEDLINE | ID: mdl-18771851

ABSTRACT

Since the "Toxic Egg Event" broke out in central Taiwan, the possible sources of the high content of polychlorinated dibenzo-p-dioxins and dibenzofurans (PCDD/Fs) in eggs have been a serious concern. In this study, the PCDD/F contents in different media (feed, soil and ambient air) were measured. Evaluation of the impact from electric arc furnace dust treatment plant (abbreviated as EAFDT plant), which is site-specific to the "Toxic Egg Event", on the duck total-PCDD/F daily intake was conducted by both Industrial Source Complex Short Term model (ISCST) and dry and wet deposition models. After different scenario simulations, the worst case was at farm A and at 200 g feed and 5 g soil for duck intake, and the highest PCDD/F contributions from the feed, original soil and stack flue gas were 44.92, 47.81, and 6.58%, respectively. Considering different uncertainty factors, such as the flow rate variation of stack flue gas and errors from modelling and measurement, the PCDD/F contribution fraction from the stack flue gas of EAFDT plant may increase up to twice as that for the worst case (6.58%) and become 13.2%, which was still much lower than that from the total contribution fraction (86.8%) of both feed and original soil. Fly ashes contained purposely in duck feed by the farmers was a potential major source for the duck daily intake. While the impact from EAFDT plant has been proven very minor, the PCDD/F content in the feed and soil, which was contaminated by illegal fly ash landfills, requires more attention.


Subject(s)
Benzofurans/analysis , Ducks , Food Contamination , Models, Theoretical , Polychlorinated Dibenzodioxins/analogs & derivatives , Animal Feed , Animals , Animals, Domestic , Eggs , Polychlorinated Dibenzodioxins/analysis , Soil Pollutants
13.
J Heart Lung Transplant ; 27(3): 297-301, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18342752

ABSTRACT

BACKGROUND: We have previously demonstrated that a peripheral blood transcriptional profile using 11 distinct genes predicts onset of cardiac allograft rejection weeks to months prior to the actual event. METHODS: In this analysis, we ascertained the performance of this transcriptional algorithm in a Bayesian representative population: 28 cardiac transplant recipients who progressed to moderate to severe rejection; 53 who progressed to mild rejection; and 46 who remained rejection-free. Furthermore, we characterized longitudinal alterations in the transcriptional gene expression profile before, during and after recovery from rejection. RESULTS: In this patient cohort, we found that a gene expression score (range 0 to 40) of or =3A) rejection; 16 of 53 (30%) from the intermediate group (those who progressed to ISHLT Grade 1B or 2) and 13 of 46 (28%) controls (who remained Grade 0 or 1A) had scores < or =20. A gene score of > or =30 was associated with progression to moderate to severe rejection in 58% of cases. These two extreme scores (< or =20 or > or =30) represented 44% of the cardiac transplant population within 6 months post-transplant. In addition, longitudinal gene expression analysis demonstrated that baseline scores were significantly higher for those who went on to reject, remained high during an episode of rejection, and dropped post-treatment for rejection (p < 0.01). CONCLUSIONS: The use of gene expression profiling early after transplantation allows for separation into low-, intermediate- or high-risk categories for future rejection, permitting development of discrete surveillance strategies.


Subject(s)
Gene Expression Profiling , Graft Rejection/blood , Graft Rejection/genetics , Heart Transplantation , Algorithms , Bayes Theorem , Case-Control Studies , Cohort Studies , Disease Progression , Graft Rejection/etiology , Humans , Longitudinal Studies , Risk Factors , Transplantation, Homologous
14.
J Heart Lung Transplant ; 26(12): 1255-63, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18096476

ABSTRACT

BACKGROUND: Profiling mRNA levels of 11 informative genes expressed by circulating immune effector cells identifies cardiac allograft recipients at low risk for current moderate-severe acute cellular rejection (ACR). METHODS: We conducted a nested case-control study of 104 cardiac allograft recipients to investigate the association of transcriptional profiles of blood samples with either a future rejection episode within 12 weeks of a baseline clinical sample or persistent histologic quiescence for the same time period. RESULTS: The transcription profile yielded a score (0 to 40 scale) of 27.4 +/- 6.3 for future rejectors (n = 39) and 23.9 +/- 7.1 for controls (n = 65) (p = 0.01). In patients who were

Subject(s)
Antigens, CD/genetics , Apoptosis Regulatory Proteins/genetics , CD11b Antigen/genetics , Graft Rejection/diagnosis , Graft Rejection/genetics , Heart Transplantation/adverse effects , Receptors, Interleukin-1 Type II/genetics , fms-Like Tyrosine Kinase 3/genetics , Adrenal Cortex Hormones/physiology , Adult , Aged , Antigens, CD/blood , Antigens, CD/metabolism , Apoptosis Regulatory Proteins/blood , Apoptosis Regulatory Proteins/metabolism , Biopsy , CD11b Antigen/blood , CD11b Antigen/metabolism , Case-Control Studies , Female , Gene Expression Profiling , Humans , Male , Middle Aged , Multivariate Analysis , Myocardium/pathology , Predictive Value of Tests , Prognosis , Programmed Cell Death 1 Receptor , RNA, Messenger/genetics , Receptors, Interleukin-1 Type II/blood , Receptors, Interleukin-1 Type II/metabolism , T-Lymphocytes/physiology , fms-Like Tyrosine Kinase 3/blood , fms-Like Tyrosine Kinase 3/metabolism
15.
J Heart Lung Transplant ; 26(12): 1270-80, 2007 Dec.
Article in English | MEDLINE | ID: mdl-18096478

ABSTRACT

BACKGROUND: Gene expression profiling distinguishes the absence or presence of moderate to severe grades of acute cellular rejection in cardiac allograft recipients using a 20-gene classifier. We explored the hypothesis that the rejection classifier also differentiates various forms of mild rejection and we performed sub-analyses based on time post-transplant and confirmatory pathology interpretations. METHODS: A post hoc analysis of 265 CARGO study patients and 714 clinical encounters focused on the correlation of rejection classifier-derived gene expression (GE) scores for blood samples accompanying endomyocardial biopsies. Biopsy grades assigned by a study center pathologist (center) were re-interpreted by three pathologists (panel) in a blinded manner. RESULTS: Mean GE scores not only differentiated Grades >or=3A from Grade 0 (p < 0.00001, center or panel), but also from Grades 1A or 2 (p < 0.05, center or panel), based on mild rejection sub-groups defined by the ISHLT 1990 grading system. In contrast, mean GE scores for Grades 1B and >or=3A were indistinguishable, using either center or panel interpretation. Sub-group analyses of encounters from 2 to 6 months or >6 months post-transplant showed similar results for the classifier's ability to discriminate moderate to severe rejection from Grades 1A and 2 mild rejection, but indistinguishable mean GE scores for Grades >or=3A and the Grade 1B sub-group. Of the classifier's 11 informative genes, expression of MIR and WDR40 showed statistically significant increases for both Grade 1B and Grade >or=3A rejection, while expression of PDCD1 or SEMA7A showed similar directional patterns without achieving statistical significance. CONCLUSIONS: These data demonstrate that GE scores discriminate moderate to severe rejection from Grades 1A and 2 mild rejection. However, a sub-group of mild rejection cases, defined as Grade 1B according to the 1990 grading system, share a molecular signature more consistent with moderate to severe rejection. The clinical relevance of these data remains to be defined.


Subject(s)
Gene Expression Profiling , Graft Rejection/classification , Graft Rejection/genetics , Heart Transplantation/adverse effects , Ubiquitin-Protein Ligases/genetics , Adolescent , Adult , Aged , Algorithms , Antigens, CD/blood , Antigens, CD/genetics , Apoptosis Regulatory Proteins/blood , Apoptosis Regulatory Proteins/genetics , Biopsy , Female , GPI-Linked Proteins , Graft Rejection/diagnosis , Humans , Male , Middle Aged , Myocardium/pathology , Predictive Value of Tests , Prognosis , Programmed Cell Death 1 Receptor , Semaphorins/blood , Semaphorins/genetics , Severity of Illness Index , Ubiquitin-Protein Ligases/blood
16.
J Immunotoxicol ; 4(3): 209-17, 2007 Jul.
Article in English | MEDLINE | ID: mdl-18958730

ABSTRACT

Cardiac allografts induce host immune responses that lead to endomyocardial tissue injury and progressive graft dysfunction. Inflammatory cell infiltration and myocyte damage characterize acute cellular rejection (ACR) that presents episodically in either a subclinical or symptom-associated manner. Sampling of the endomyocardium by transvenous biopsy enables pathologic grading using light microscopic criteria to distinguish severity based on the focality or diffuseness of inflammation and associated myocyte injury. Monitoring for ACR utilizes endomyocardial biopsy in conjunction with history and physical examination and assessment of allograft function by echocardiography. However, procedural and interpretive issues limit the diagnostic certainty provided by endomyocardial biopsy. The dynamic profiling of genes expressed by peripheral blood mononuclear cells (PBMCs) enables quantitative assessments of intracellular mRNA whose levels fluctuate during systemic alloimmune responses. Gene expression profiling of PBMCs using a multi-gene ACR classifier enables the AlloMap molecular expression test to distinguish moderate to severe ACR (p = 0.0018) in heart transplant patients. The AlloMap test provides molecular insights into a patient's risk for ACR by distilling the aggregate expression levels of its informative genes into a single score on a scale of 0 to 40. The selection of a score as a threshold value for clinical decision-making is based on its associated negative predictive value (NPV), which ranges from 98 to 99% for values in three post-transplant periods: > 2 to < or =6 months, > 6 to < or = 12 months, and > 12 months. Scores below the threshold value rule out ACR, while those above suggest increased ACR risk. Incorporating the AlloMap test into immunomonitoring protocols provides an opportunity for clinicians to enhance patient care and to define its role in immunodiagnostic strategies to optimize the clinical outcomes of heart transplant recipients. This summary highlights the concepts presented in an invited presentation at a conference focused on Immunodiagnostics and Immunomonitoring: From Research to Clinic, in San Diego, CA on November 7, 2006.

17.
J Pathol ; 206(3): 279-90, 2005 Jul.
Article in English | MEDLINE | ID: mdl-15887294

ABSTRACT

Diverse interstitial lung diseases (ILD) demonstrate mesenchymal infiltration by an abundance of activated mast cells whose role in parenchymal fibrogenesis remains unclear. Since mast cells differentiate in a dynamic, tissue-specific manner via signals transduced by c-Kit receptor, we examined the effect of ILD microenvironments on c-Kit expression and metalloproteinase phenotypes of mesenchymal mast cell populations. Immunohistochemical and flow cytometric analyses characterized surface expression of c-Kit on mast cells in tissues obtained from patients with idiopathic pulmonary fibrosis, systemic sclerosis, sarcoidosis, and lymphangioleiomyomatosis, thus identifying a unique immunophenotype not shared by normal lung mast cells. Isolation of c-Kit+/FcepsilonRI+/CD34- mast cells via immunocytometric sorting of heterogeneous cell populations from mechanically disaggregated lung tissues permitted analysis of gene expression patterns by two-step real-time polymerase chain reaction. Transcriptional profiling identified expression of c-Kit and the neutral serine proteases, tryptase and chymase, establishing the identity of sorted populations as mature mast cells. Mast cells harvested from ILD tissues demonstrated characteristic metalloproteinase phenotypes which included expression of matrix metalloproteinase (MMP)-1 and a disintegrin and metalloproteinase (ADAM)-9, -10, and -17. Immunohistochemical co-localization guided by gene profiling data confirmed expression of chymase, MMP-1, and ADAM-17 protein in subpopulations of mast cells in remodelling interstitium. Gene profiling of harvested mast cells also showed increased transcript copy numbers for TNFalpha and CC chemokine receptor 2, which play critical roles in lung injury. We conclude that ILD microenvironments induce unique c-Kit receptor and metalloproteinase mast cell phenotypes.


Subject(s)
Gene Expression Profiling/methods , Lung Diseases, Interstitial/genetics , Mast Cells/chemistry , Metalloproteases/genetics , Proto-Oncogene Proteins c-kit/analysis , Cell Differentiation/genetics , Cell Differentiation/immunology , Cell Line , Cytokines/analysis , Flow Cytometry/methods , Humans , Immunohistochemistry/methods , Immunophenotyping/methods , Lung/immunology , Lung/pathology , Lung Diseases, Interstitial/immunology , Lung Diseases, Interstitial/pathology , Lymphangioleiomyomatosis/genetics , Lymphangioleiomyomatosis/immunology , Lymphangioleiomyomatosis/pathology , Pulmonary Fibrosis/genetics , Pulmonary Fibrosis/immunology , Pulmonary Fibrosis/pathology , Sarcoidosis/genetics , Sarcoidosis/immunology , Sarcoidosis/pathology , Scleroderma, Systemic/genetics , Scleroderma, Systemic/immunology , Scleroderma, Systemic/pathology , Signal Transduction/genetics , Signal Transduction/immunology , Transcription, Genetic/genetics , Transcription, Genetic/immunology
18.
Circ Res ; 96(3): 368-75, 2005 Feb 18.
Article in English | MEDLINE | ID: mdl-15653570

ABSTRACT

The pathogenesis of atherosclerosis and abdominal aortic aneurysm involves substantial proteolysis of the arterial extracellular matrix. The lysosomal cysteine proteases can exert potent elastolytic and collagenolytic activity. Human atherosclerotic plaques have increased cysteine protease content and decreased levels of the endogenous inhibitor cystatin C, suggesting an imbalance that would favor matrix degradation in the arterial wall. This study tested directly the hypothesis that impaired expression of cystatin C alters arterial structure. Cystatin C-deficient mice (Cyst C-/-) were crossbred with apolipoprotein E-deficient mice (ApoE-/-) to generate cystatin C and apolipoprotein E-double deficient mice (Cyst C-/-ApoE-/-). After 12 weeks on an atherogenic diet, cystatin C deficiency yielded significantly increased tunica media elastic lamina fragmentation, decreased medial size, and increased smooth muscle cell and collagen content in aortic lesions of ApoE-/- mice. Cyst C-/-ApoE-/- mice also showed dilated thoracic and abdominal aortae compared with control ApoE-/- mice, although atheroma lesion size, intimal macrophage accumulation, and lipid core size did not differ between these mice. These findings demonstrate directly the importance of cysteine protease/protease inhibitor balance in dysregulated arterial integrity and remodeling during experimental atherogenesis.


Subject(s)
Aorta, Abdominal/chemistry , Aorta, Abdominal/metabolism , Aorta, Thoracic/chemistry , Aorta, Thoracic/metabolism , Apolipoproteins E/deficiency , Basement Membrane/metabolism , Cystatins/deficiency , Dilatation, Pathologic/genetics , Animals , Aorta, Abdominal/pathology , Aorta, Thoracic/pathology , Apolipoproteins E/genetics , Arteriosclerosis/etiology , Arteriosclerosis/genetics , Cell Proliferation , Cells, Cultured , Collagen/metabolism , Cystatin C , Cysteine Endopeptidases/metabolism , Male , Mice , Mice, Inbred C57BL , Mice, Inbred Strains , Mice, Mutant Strains , Muscle, Smooth, Vascular/pathology , Myocytes, Smooth Muscle/enzymology , Myocytes, Smooth Muscle/metabolism , Myocytes, Smooth Muscle/pathology , Tunica Intima/metabolism , Tunica Intima/pathology , Tunica Media/pathology
19.
Circulation ; 109(25): 3149-53, 2004 Jun 29.
Article in English | MEDLINE | ID: mdl-15197138

ABSTRACT

BACKGROUND: Macrophage migration inhibitory factor (MIF) is a proinflammatory cytokine expressed widely by vascular cells. However, scant in vivo evidence supports direct participation of MIF in atherogenesis. Therefore, we investigated whether deficiency of MIF modulates atherosclerotic lesion formation and composition in low-density lipoprotein receptor-deficient (LDLr-/-) mice. METHODS AND RESULTS: MIF-/-LDLr-/- and LDLr-/- mice were generated and consumed an atherogenic diet for 12 or 26 weeks. MIF-/-LDLr-/- mice had significantly reduced abdominal aorta lipid deposition and intimal thickening from aortic arch throughout the abdominal aorta compared with LDLr-/- mice. Marked retardation of atherosclerosis over time in MIF-deficient mice accompanied decreased lesion cell proliferation. At 26 weeks, 20% of MIF-deficient mice developed only early, fatty streak-like lesions, whereas >80% of LDLr-/- mice developed advanced lesions containing calcification and lipid cores. Analysis of smooth muscle cells from mouse aortae demonstrated that MIF deficiency reduced smooth muscle cell proliferation, cysteine protease expression, and elastinolytic and collagenolytic activities. CONCLUSIONS: Deficiency of MIF reduces atherogenesis in LDLr-/- mice. These results provide novel insight into inflammatory pathways operating in atheromata and identify a new potential target for modulating atherogenesis.


Subject(s)
Arteriosclerosis/metabolism , Macrophage Migration-Inhibitory Factors/physiology , Receptors, LDL/deficiency , Animals , Aorta, Abdominal/chemistry , Aorta, Abdominal/pathology , Arteriosclerosis/genetics , Arteriosclerosis/pathology , Arteriosclerosis/prevention & control , Cell Division , Collagenases/deficiency , Collagenases/metabolism , Crosses, Genetic , Cysteine Endopeptidases/deficiency , Cysteine Endopeptidases/metabolism , Diet, Atherogenic , Enzyme Induction , Genetic Predisposition to Disease , Intramolecular Oxidoreductases , Lipids/analysis , Macrophage Migration-Inhibitory Factors/deficiency , Macrophage Migration-Inhibitory Factors/genetics , Mice , Mice, Inbred C57BL , Mice, Knockout , Muscle, Smooth, Vascular/enzymology , Muscle, Smooth, Vascular/pathology , Pancreatic Elastase/deficiency , Pancreatic Elastase/metabolism , Receptors, LDL/genetics , Receptors, LDL/physiology
20.
Am J Respir Cell Mol Biol ; 31(2): 154-61, 2004 Aug.
Article in English | MEDLINE | ID: mdl-15059785

ABSTRACT

Activated mast cells release stored and newly synthesized mediators that influence the caliber and responsiveness of inflamed airways. In this work, we show that alloimmune-mediated mechanisms induce mast cell activation and expression of CC chemokines in remodeling rat tracheal allografts. Decreased expression of rat mast cell protease (RMCP) I and II, in concert with tryptase release in tracheal allografts, identified degranulation of stored serine proteases as an early mast cell response to allotransplantation. Transient upregulation of c-Kit expression occurred in a synchronous manner, suggesting that c-Kit receptor signaling controls mast cell responses. Increased expression of CC chemokine ligand (CCL) 2 and CCL3 by RMCP I-positive cells identified mast cells as epithelial and mesenchymal sources of chemoattractant chemokines in allograft airways. Cyclosporin A immunosuppression both attenuated and delayed these changes in mast cell phenotypes. Incubation of rat basophil leukemia 2H3 cells with CCL2 or CCL3 decreased surface c-Kit expression, an effect blocked by protease inhibitors. By controlling surface receptor availability, CC chemokines may regulate c-Kit signaling via a novel proteolytic mechanism. These data suggest that targeting alloimmune responses and restoring quiescence of mast cells may attenuate the development of fibroproliferative and obstructive distortions of bronchiolar architecture in lung allografts.


Subject(s)
Chemokines, CC/immunology , Mast Cells/immunology , Trachea/immunology , Animals , Cell Degranulation , Cell Line , Enzyme-Linked Immunosorbent Assay , Immunohistochemistry , Male , Rats , Rats, Inbred Lew , Species Specificity
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