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1.
Front Immunol ; 15: 1348041, 2024.
Article in English | MEDLINE | ID: mdl-38318183

ABSTRACT

Background: Infection by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) can lead to post-acute sequelae of SARS-CoV-2 (PASC) that can persist for weeks to years following initial viral infection. Clinical manifestations of PASC are heterogeneous and often involve multiple organs. While many hypotheses have been made on the mechanisms of PASC and its associated symptoms, the acute biological drivers of PASC are still unknown. Methods: We enrolled 494 patients with COVID-19 at their initial presentation to a hospital or clinic and followed them longitudinally to determine their development of PASC. From 341 patients, we conducted multi-omic profiling on peripheral blood samples collected shortly after study enrollment to investigate early immune signatures associated with the development of PASC. Results: During the first week of COVID-19, we observed a large number of differences in the immune profile of individuals who were hospitalized for COVID-19 compared to those individuals with COVID-19 who were not hospitalized. Differences between individuals who did or did not later develop PASC were, in comparison, more limited, but included significant differences in autoantibodies and in epigenetic and transcriptional signatures in double-negative 1 B cells, in particular. Conclusions: We found that early immune indicators of incident PASC were nuanced, with significant molecular signals manifesting predominantly in double-negative B cells, compared with the robust differences associated with hospitalization during acute COVID-19. The emerging acute differences in B cell phenotypes, especially in double-negative 1 B cells, in PASC patients highlight a potentially important role of these cells in the development of PASC.


Subject(s)
COVID-19 , Humans , SARS-CoV-2 , Post-Acute COVID-19 Syndrome , Immunologic Factors , Autoantibodies , Disease Progression
2.
PLoS One ; 15(5): e0232247, 2020.
Article in English | MEDLINE | ID: mdl-32374744

ABSTRACT

BACKGROUND: Hepatocellular carcinoma (HCC) continues to be a leading challenge in modern oncology. Early detection via blood-based screening tests has the potential to cause a stage-shift at diagnosis and improve clinical outcomes. Tumor associated autoantibodies (TA-AAbs) have previously shown the ability to distinguish HCC from patients with high-risk liver disease. This research aimed to further show the utility of TA-AAbs as biomarkers of HCC and assess their use in combination with Alpha-fetoprotein (AFP) for detection of HCC across multiple tumor stages. METHODS: Levels of circulating G class antibodies to 44 recombinant tumor associated antigens and circulating AFP were measured in the serum of patients with HCC, non-cancerous chronic liver disease (NCCLD) and healthy controls via enzyme-linked immunosorbent assay (ELISA). TA-AAb cut-offs were set at the highest Youden's J statistic at a specificity ≥95.00%. Panels of TA-AAbs were formed using net reclassification improvement. AFP was assessed at a cut-off of 200 ng/ml. RESULTS: Sensitivities ranged from 1.01% to 12.24% at specificities of 95.96% to 100.00% for single TA-AAbs. An ELISA test measuring a panel of 10 of these TA-AAbs achieved a combined sensitivity of 36.73% at a specificity of 89.89% when distinguishing HCC from NCCLD controls. At a cut-off of 200 ng/ml, AFP achieved a sensitivity of 31.63% at a specificity of 100.00% in the same cohort. Combination of the TA-AAb panel with AFP significantly increased the sensitivity for stage one (40.00%) and two (55.00%) HCC over the TA-AAb panel or AFP alone. CONCLUSIONS: A panel of TA-AAbs in combination with AFP could be clinically relevant as a replacement for measuring levels of AFP alone in surveillance and diagnosis strategies. The increased early stage sensitivity could lead to a stage shift with positive prognostic outcomes.


Subject(s)
Antigens, Neoplasm/immunology , Autoantibodies/blood , Carcinoma, Hepatocellular/diagnosis , Carcinoma, Hepatocellular/pathology , Liver Neoplasms/diagnosis , Liver Neoplasms/pathology , alpha-Fetoproteins/metabolism , Adult , Aged , Aged, 80 and over , Autoantibodies/immunology , Carcinoma, Hepatocellular/immunology , Carcinoma, Hepatocellular/metabolism , Female , Humans , Liver Neoplasms/immunology , Liver Neoplasms/metabolism , Male , Middle Aged , Neoplasm Staging
3.
Trends Cancer ; 3(3): 198-213, 2017 03.
Article in English | MEDLINE | ID: mdl-28718432

ABSTRACT

Cancer cells can induce an immunological response resulting in the production of tumor-associated (TA) autoantibodies. These serum immunobiomarkers have been detected for a range of cancers at an early stage before the development of clinical symptoms. Their measurement is minimally invasive and cost effective using established technologies. TA autoantibodies are present in a clinically significant number of individuals and could supplement current screening modalities to aid early diagnosis of high-risk populations and assist the clinical management of patients. Here we review their production, discovery, and validation as biomarkers for cancer and their current and future potential as clinical tools.


Subject(s)
Antibodies, Neoplasm/blood , Autoantibodies/blood , Early Detection of Cancer/methods , Neoplasms/blood , Antigens, Neoplasm/blood , Biomarkers, Tumor/blood , Humans , Neoplasms/immunology , Neoplasms/pathology , Proteomics
4.
PLoS One ; 9(8): e103867, 2014.
Article in English | MEDLINE | ID: mdl-25093332

ABSTRACT

BACKGROUND: Individuals with liver disease, and especially those with Hepatitis B or C, are at an increased risk of developing hepatocellular carcinoma (HCC) which is the third most common cause of cancer-related death worldwide. Inadequate screening tests largely account for presentation of advanced tumours and high mortality rates. Early detection of HCC amongst high-risk groups is paramount in improving prognosis. This research aimed to further characterise the previously described humoral immune response raised to tumour-associated antigens (TAAs) in the serum of patients with HCC. METHODS: Serum from 96 patients with confirmed HCC, 96 healthy controls matched for age and sex, 78 patients with confirmed liver cirrhosis and 91 patients with confirmed chronic liver disease were analysed for the presence of IgG autoantibodies raised to 41 recombinant TAAs/antigen fragments by ELISA. RESULTS: Varying autoantibody specificities (97-100%) and sensitivities (0-10%) were observed to individual TAAs. A 21-antigen panel achieved a specificity of 92% and sensitivity of 45% for the detection of HCC. This same panel identified 21% of 169 high-risk controls as having elevated autoantibody levels. A reproducible panel of 10 antigens achieved a specificity of 91% and sensitivity of 41% in HCC. 15% of 152 high-risk controls gave positive results with this panel. CONCLUSIONS: This minimally invasive blood test has the potential to offer advantages over currently available tools for the identification of HCC amongst pre-disposed patients. Results are comparable to current gold standards in HCC (Ultrasonography) and to similar tests in other cancers (EarlyCDT-Lung).


Subject(s)
Autoantibodies/blood , Carcinoma, Hepatocellular/diagnosis , Early Detection of Cancer/methods , Liver Neoplasms/diagnosis , Adult , Aged , Biomarkers, Tumor/blood , Carcinoma, Hepatocellular/blood , Carcinoma, Hepatocellular/immunology , Case-Control Studies , Enzyme-Linked Immunosorbent Assay , Female , Humans , Liver Diseases/blood , Liver Diseases/complications , Liver Diseases/immunology , Liver Neoplasms/blood , Liver Neoplasms/immunology , Male , Middle Aged
5.
PLoS One ; 7(12): e51002, 2012.
Article in English | MEDLINE | ID: mdl-23272083

ABSTRACT

BACKGROUND: The National Lung Screening Trial showed that CT screening for lung cancer led to a 20% reduction in mortality. However, CT screening has a number of disadvantages including low specificity. A validated autoantibody assay is available commercially (EarlyCDT®-Lung) to aid in the early detection of lung cancer and risk stratification in patients with pulmonary nodules detected by CT. Recent advances in high throughput (HTP) cloning and expression methods have been developed into a discovery pipeline to identify biomarkers that detect autoantibodies. The aim of this study was to demonstrate the successful clinical application of this strategy to add to the EarlyCDT-Lung panel in order to improve its sensitivity and specificity (and hence positive predictive value, (PPV)). METHODS AND FINDINGS: Serum from two matched independent cohorts of lung cancer patients were used (n = 100 and n = 165). Sixty nine proteins were initially screened on an abridged HTP version of the autoantibody ELISA using protein prepared on small scale by a HTP expression and purification screen. Promising leads were produced in shake flask culture and tested on the full assay. These results were analyzed in combination with those from the EarlyCDT-Lung panel in order to provide a set of re-optimized cut-offs. Five proteins that still displayed cancer/normal differentiation were tested for reproducibility and validation on a second batch of protein and a separate patient cohort. Addition of these proteins resulted in an improvement in the sensitivity and specificity of the test from 38% and 86% to 49% and 93% respectively (PPV improvement from 1 in 16 to 1 in 7). CONCLUSION: This is a practical example of the value of investing resources to develop a HTP technology. Such technology may lead to improvement in the clinical utility of the EarlyCDT--Lung test, and so further aid the early detection of lung cancer.


Subject(s)
Biomarkers/metabolism , Lung Diseases/diagnosis , Pulmonary Medicine/methods , Adult , Aged , Aged, 80 and over , Cloning, Molecular , Cohort Studies , Enzyme-Linked Immunosorbent Assay/methods , Female , Humans , Lung Diseases/metabolism , Male , Middle Aged , Predictive Value of Tests , Respiratory Function Tests , Risk , Tomography, Spiral Computed/methods
6.
PLoS One ; 7(7): e40759, 2012.
Article in English | MEDLINE | ID: mdl-22815807

ABSTRACT

An assay employing a panel of tumor-associated antigens has been validated and is available commercially (EarlyCDT®-Lung) to aid the early detection of lung cancer by measurement of serum autoantibodies. The high throughput (HTP) strategy described herein was pursued to identify new antigens to add to the EarlyCDT-Lung panel and to assist in the development of new panels for other cancers. Two ligation-independent cloning vectors were designed and synthesized, producing fusion proteins suitable for the autoantibody ELISA. We developed an abridged HTP version of the validated autoantibody ELISA, determining that results reflected the performance of the EarlyCDT assay, by comparing results on both formats. Once validated this HTP ELISA was utilized to screen multiple fusion proteins prepared on small-scale, by a HTP expression screen. We determined whether the assay performance for these HTP protein batches was an accurate reflection of the performance of R&D or commercial batches. A HTP discovery platform for the identification and optimal production of tumor-associated antigens which detects autoantibodies has been developed and validated. The most favorable conditions for the exposure of immunogenic epitopes were assessed to produce discriminatory proteins for use in a commercial ELISA. This process is rapid and cost-effective compared to standard cloning and screening technologies and enables rapid advancement in the field of autoantibody assay discovery. This approach will significantly reduce timescale and costs for developing similar panels of autoantibody assays for the detection of other cancer types with the ultimate aim of improved overall survival due to early diagnosis and treatment.


Subject(s)
Antibodies, Neoplasm/immunology , Antigens, Neoplasm/immunology , Autoantibodies/immunology , High-Throughput Screening Assays/methods , Adult , Aged , Cloning, Molecular , Genetic Vectors/genetics , Humans , Imidazoles , Middle Aged , Reproducibility of Results
7.
Tumour Biol ; 33(5): 1319-26, 2012 Oct.
Article in English | MEDLINE | ID: mdl-22492236

ABSTRACT

Tumor-associated autoantibodies (AAbs) have been described in patients with lung cancer, and the EarlyCDT®-Lung test that measures such AAbs is available as an aid for the early detection of lung cancer in high-risk populations. Improvements in specificity would improve its cost-effectiveness, as well as reduce anxiety associated with false positive tests. Samples from 235 patients with newly diagnosed lung cancer and matched controls were measured for the presence of AAbs to a panel of six (p53, NY-ESO-1, CAGE, GBU4-5, Annexin I, and SOX2) or seven (p53, NY-ESO-1, CAGE, GBU4-5, SOX2, HuD, and MAGE A4) antigens. Data were assessed in relation to cancer type and stage. The sensitivity and specificity of these two panels were also compared in two prospective consecutive series of 776 and 836 individuals at an increased risk of developing lung cancer. The six-AAb panel gave a sensitivity of 39% with a specificity of 89 %, while the seven-AAb panel gave a sensitivity of 41 % with a specificity of 91 % which, once adjusted for occult cancers in the population, resulted in a specificity of 93 %. Analysis of these AAb assays in the at-risk population confirmed that the seven-AAb panel resulted in a significant increase in the specificity of the test from 82 to 90 %, with no significant change in sensitivity. The change from a six- to a seven-AAb assay can improve the specificity of the test and would result in a PPV of 1 in 8 and an overall accuracy of 92 %.


Subject(s)
Autoantibodies/immunology , Enzyme-Linked Immunosorbent Assay/methods , Lung Neoplasms/diagnosis , Lung Neoplasms/immunology , Aged , Aged, 80 and over , Autoantibodies/blood , Case-Control Studies , Early Detection of Cancer/methods , Female , Humans , Male , Middle Aged , Reagent Kits, Diagnostic , Reproducibility of Results , Sensitivity and Specificity
8.
Clin Cancer Res ; 17(6): 1474-80, 2011 Mar 15.
Article in English | MEDLINE | ID: mdl-21138858

ABSTRACT

PURPOSE: We investigated the presence of autoantibodies as immunobiomarkers to a panel of tumor-associated antigens in a group of individuals with small cell lung cancer (SCLC), a disease group that has a poor overall cancer prognosis and therefore may benefit most from early diagnosis. EXPERIMENTAL DESIGN: Sera from 243 patients with confirmed SCLC and normal controls matched for age, sex, and smoking history were analyzed for the presence of these early immunobiomarkers (i.e., autoantibodies to p53, CAGE, NY-ESO-1, GBU4-5, Annexin I, SOX2, and Hu-D) by ELISA. RESULTS: Autoantibodies were seen to at least 1 of 6 antigens in 55% of all the SCLC patients' sera tested, with a specificity of 90% compared with controls. Using a higher assay cutoff to achieve a specificity of 99%, autoantibodies were still detectable in 42% of SCLC patients (receiver operator characteristic area under the curve = 0.76). There was no significant difference in sensitivity when analyzed by stage of the cancer or by patient age or gender. The frequency of autoantibodies to individual antigens varied, ranging from 4% for GBU4-5 to 35% for SOX2. Levels of Annexin I autoantibodies were not elevated in patients with SCLC. Antibodies were also detected in 4 separate patients whose sera were taken up to 3 months before tumor diagnosis. CONCLUSION: The presence of an autoantibody to one or more cancer-associated antigens may provide an important addition to the armamentarium available to the clinician to aid early detection of SCLC in high-risk individuals.


Subject(s)
Gene Expression Regulation, Neoplastic , Lung Neoplasms/genetics , Lung Neoplasms/metabolism , Small Cell Lung Carcinoma/genetics , Small Cell Lung Carcinoma/metabolism , Adult , Aged , Aged, 80 and over , Autoantibodies/chemistry , Biomarkers, Tumor , Enzyme-Linked Immunosorbent Assay/methods , Female , Humans , Lung Neoplasms/diagnosis , Male , Middle Aged , Prognosis , Risk , Small Cell Lung Carcinoma/diagnosis
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