المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/File_contains_Standards_for_Reporting_Diagnostic_accuracy_studies_STARD_checklist_/15182782

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s001

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/Feature_rankings_of_the_ten_biomarkers_/15182824

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s008

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/5-fold-Cross_Validation_CV_results_of_the_initial_selection_/15182812

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s006

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/Pulmonary_TB_in_progressor_DO_mice_reflects_acute_inflammation_neutrophil_recruitment_and_activation_and_extracellular_matrix_degradation_/15182806

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s005

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/The_100-fold-Cross_Validation_CV_performance_of_the_three_classifiers_that_satisfy_the_criterion_for_both_leave-one-experiment-out_and_four-experiments-combined_settings_/15182818

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s007

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/The_AUC_values_of_the_ten_biomarkers_in_the_discovery_cohort_for_classifying_between_progressor_and_controller_mice_/15182830

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s009

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/The_patient_demographics_of_the_human_sera_obtained_from_FIND_are_shown_/15182836

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s010

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/journal_contribution/File_contains_Supplementary_Methods_Supplementary_Text_and_Supplementary_References_/15182854

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s013

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Confusion_matrices_for_the_biomarkers_in_human_sera_/15182794

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s003

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/S3_Fig_-/15182800

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s004

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Confusion_matrices_for_classifying_between_progressor_and_controller_mice_in_the_independent_cohort_/15182788

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s002

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Survival_deaths_due_to_pulmonary_TB_and_morbidity_onset_/15182860

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g001

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Lung_proteins_and_weight_loss_in_i_Mtb-_i_infected_mice_/15182872

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g003

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/dataset/The_100-fold-CV_performance_of_the_478_classifiers_that_are_searched_during_the_second_classifier_selection_/15182848

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.s012

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Flow_chart_of_sample_organization_and_datasets_/15182878

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g004

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/dataset/Mouse_class_euthanasia_time_points_weeks_after_i_Mtb_i_infection_and_numbers_of_mice_used_to_quantify_proteins_in_lungs_/15182902

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.t001

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/119_genes_are_significantly_highly_expressed_in_lungs_of_progressor_DO_mice_compared_to_controller_and_non-infected_DO_mice_/15182866

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g002

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Classifiers_using_lung_protein_biomarker_candidates_CXCL1_CXCL2_or_MMP8_have_the_highest_performance_/15182890

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g006

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/MMP8_CXCL1_and_S100A8_protein_levels_in_human_sera_from_patients_with_active_pulmonary_TB_ATB_latent_i_Mtb_i_infection_LTBI_non-TB_disease_and_normal_individuals_/15182896

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g007

المؤلفون: Deniz Koyuncu (11285923), Muhammad Khalid Khan Niazi (5095121), Thomas Tavolara (11285926), Claudia Abeijon (583378), Melanie L. Ginese (11285929), Yanghui Liao (11285932), Carolyn Mark (11285935), Aubrey Specht (11285938), Adam C. Gower (11285941), Blanca I. Restrepo (11204994), Daniel M. Gatti (7325495), Igor Kramnik (183572), Metin Gurcan (404593), Bülent Yener (93879), Gillian Beamer (623385)

مصطلحات موضوعية: Biochemistry, Medicine, Molecular Biology, Biotechnology, Immunology, Cancer, Infectious Diseases, Virology, Biological Sciences not elsewhere classified, targeted product profile, machine learning methods, 239 protein subsets, protein biomarker pipeline, one protein biomarker, serum protein biomarkers, human serum samples, millions still die, help diagnose tb, diagnose active tb, active pulmonary tb, new diagnostic biomarker, tb lung disease, findings overall show, div >< p, cxcl1 averaged 94, ltbi ), non, atb vs non, vs ltbi, biomarker candidates

Relation: https://figshare.com/articles/figure/Receiver_Operating_Characteristics_ROC_curves_of_classifier_performance_to_diagnose_progressor_i_Mtb_i_-infected_DO_mice_/15182884

الاتاحة: https://doi.org/10.1371/journal.ppat.1009773.g005