Publications by authors named "Madtes D"

Objective: To evaluate whether an imaging classifier for radiology practice can improve lung nodule classification and follow-up.

Methods: A machine learning classifier was developed and trained using imaging data from the National Lung Screening Trial (NSLT) to produce a malignancy risk score (malignancy Similarity Index [mSI]) for individual lung nodules. In addition to NLST cohorts, external cohorts were developed from a tertiary referral lung cancer screening program data set and an external nonscreening data set of all nodules detected on CT.

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Background: Each year, > 1.5 million Americans are diagnosed with an incidentally detected lung nodule. Practice guidelines attempt to balance the benefit of early detection of lung cancer with the risks of diagnostic testing, but adherence to guidelines is low.

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Via the emergence of new bronchoscopic technologies and techniques, there is enormous growth in the number of procedures being performed in nonoperating room settings. This, coupled with a greater focus from the Centers for Medicare and Medicaid Services for mandated anesthesiology oversight of procedural sedation for bronchoscopy by the pulmonologists has led to a more frequent working partnership between interventional pulmonologists and anesthesiologists. This article offers the interventional pulmonologist insight into how the anesthesiologist thinks and approaches anesthetic care delivery.

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Lung cancer screening with low-dose chest computed tomography decreases mortality for high-risk current or former smokers. Lifetime smoking intensity (cigarette pack-years), an essential eligibility criterion, is poorly recorded in electronic health records, which may contribute to the overall low appropriate use of screening. We sought to assess whether elements commonly extractable from electronic health records may be useful as prescreening tools to identify individuals for formal assessment of eligibility.

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Background: We characterized the performance characteristics of guideline-recommended invasive mediastinal staging (IMS) for lung cancer and developed a prediction model for nodal disease as a potential alternative approach to staging.

Methods: We conducted a prospective cohort study of adults with suspected/confirmed non-small cell lung cancer without evidence of distant metastatic disease (by computed tomography/positron emission tomography) who underwent nodal evaluation by IMS and/or at the time of resection. The true-positive rate was the proportion of patients with true nodal disease selected to undergo IMS based on guideline recommendations, and the false-positive rate was the proportion of patients without true nodal disease selected to undergo IMS.

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Article Synopsis
  • The NCCN recommends pathways for Early Lung Cancer Detection (ELCD) that include occupational exposure to lung carcinogens, potentially broadening eligibility beyond just smoking history.
  • Using a modified algorithm, researchers studied 1,260 former workers and found that the prevalence of lung cancer was similar to that in the National Lung Cancer Screening Trial (NLST), despite a lower percentage of current smokers and fewer pack-years among participants.
  • The study concluded that incorporating occupational exposures into lung cancer screening criteria is essential, suggesting that current risk assessment tools should be adapted to account for these additional risk factors.
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Rationale: Chronic obstructive pulmonary disease (COPD) and non-small cell lung cancer (NSCLC) are interrelated diseases with substantial mortality, and the pathogenesis of both involves aberrant immune functioning.

Objectives: To profile immune cell composition and function in patients with NSCLC and describe the effects of COPD on lung and tumor microenvironments.

Methods: We profiled resected lung and tumor tissue using flow cytometry and T-cell receptor sequencing in patients with and without COPD from a prospective cohort of patients undergoing resection of NSCLC.

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This article reviews the noninfectious pulmonary syndromes that cause morbidity and mortality early after hematopoietic cell transplantation with an emphasis on risk factors, clinical manifestations, treatment, and outcomes. The first section covers idiopathic pneumonia syndrome and its subtypes: peri-engraftment respiratory distress syndrome, diffuse alveolar hemorrhage, delayed pulmonary toxicity syndrome, and cryptogenic organizing pneumonia. The second section covers pulmonary toxicities of chemotherapies and immunosuppressive agents used in this setting.

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The response rate to immune checkpoint inhibitor therapy for non-small-cell lung cancer (NSCLC) is just 20%. To improve this figure, several early phase clinical trials combining novel immunotherapeutics with immune checkpoint blockade have been initiated. Unfortunately, these trials have been designed without a strong foundational knowledge of the immune landscape present in NSCLC.

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Historically, diagnosis of enigmatic pulmonary disease after hematopoietic cell transplantation (HCT) required lung biopsy, but recent advancements in diagnosis and therapy for respiratory infections have changed how clinicians approach pulmonary abnormalities. We examined temporal trends in the use of lung biopsy after HCT. We retrospectively reviewed patients who underwent their first allogeneic HCT at the Fred Hutchinson Cancer Research Center between the years 1993 to 1997, 2003 to 2007, and 2013 to 2015 and subsequently underwent surgical lung biopsy for any reason.

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Background: Methods used to produce platelet (PLT) components, pooling of PLT-rich plasma (PRP-PLT) and apheresis (AP-PLT), may variably contribute to the pathogenesis and severity of idiopathic pneumonia syndrome (IPS).

Study Design And Methods: We performed a retrospective cohort study of 906 allogeneic hematopoietic cell transplant recipients to examine associations between PLT product type and risks of developing IPS and dying after IPS onset. Proportional hazards models included separate terms for the sum of all PLT transfusions and the sum of PRP-PLT units received in the 3 or 7 days before IPS onset.

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Objective: Vascular endothelial growth factors (VEGFs) C and D are biologically rational markers of nodal disease that could improve the accuracy of lung cancer staging. We hypothesized that these biomarkers would improve the ability of positron emission tomography (PET) to predict nodal disease among patients with suspected or confirmed non-small cell lung cancer (NSCLC).

Methods: A cross-sectional study (2010-2013) was performed of patients prospectively enrolled in a lung nodule biorepository, staged by computed tomography (CT) and PET, and who underwent pathologic nodal evaluation.

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Newer diagnostic methods may link more idiopathic pneumonia syndrome (IPS) cases to an infectious agent. Bronchoalveolar lavage (BAL) samples from 69 hematopoietic cell transplant (HCT) recipients with IPS diagnosed between 1992 and 2006 were tested for 28 pathogens (3 bacteria and 25 viruses) by quantitative polymerase chain reaction and for Aspergillus by galactomannan assay. Research BALs from 21 asymptomatic HCT patients served as controls.

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The Pretransplant Assessment of Mortality (PAM) score was developed in 2006 to predict risk of mortality after allogeneic hematopoietic cell transplantation (HCT). Transplant practices have evolved during the past decade, suggesting the need to reevaluate the performance of the PAM score. We used statistical modeling to analyze and recalibrate mortality based on overall PAM scores, its components, and conditioning regimen in a retrospective cohort of 1549 patients who had HCT from 2003 through 2009.

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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.

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Other than lung transplantation (LT), no specific therapies exist for end-stage lung disease resulting from hematopoietic stem cell transplantation (HCT)-related complications, such as bronchiolitis obliterans syndrome (BOS). We report the indications and outcomes in patients who underwent LT after HCT for hematologic disease from a retrospective case series at our institution and a review of the medical literature. We identified a total of 70 cases of LT after HCT, including 9 allogeneic HCT recipients from our institution who underwent LT between 1990 and 2010.

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Idiopathic pneumonia syndrome (IPS) is a diffuse, noninfectious lung injury that occurs acutely after allogeneic hematopoietic cell transplantation (HCT). IPS-related mortality has been historically high (>50%) despite treatment with systemic corticosteroids and supportive care measures. We have now examined the role of tumor necrosis factor inhibition in a randomized, double-blind, placebo-controlled trial of corticosteroids with etanercept or placebo.

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Background: Blood transfusions are common during hematopoietic stem cell transplantation (HSCT) and may contribute to lung injury.

Study Design And Methods: This study examined the associations between red blood cell (RBC) and platelet (PLT) transfusions and idiopathic pneumonia syndrome (IPS) among 914 individuals who underwent myeloablative allogeneic HSCT between 1997 and 2001. Patients received allogeneic blood transfusions at their physicians' discretion.

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In the current study, we used a canine model of radiation-induced lung injury to test the effect of a single i.v. infusion of 10×10(6)/kg of marrow fibroblasts on the progression of damage following 15 Gy exposure to the right lung.

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Background: Solitary pulmonary nodules (SPNs) are frequent and can be malignant. Both computed tomography-guided biopsy and electromagnetic navigational bronchoscopy (ENB) with biopsy can be used to diagnose a SPN. A nondiagnostic computed tomography (CT)-guided or ENB biopsy is often followed by video-assisted thoracoscopic surgery (VATS) biopsy.

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