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1.
Rev Mal Respir ; 41(5): 390-398, 2024 May.
Article in French | MEDLINE | ID: mdl-38580585

ABSTRACT

The management of peripheral lung nodules is challenging, requiring specialized skills and sophisticated technologies. The diagnosis now appears accessible to advanced endoscopy (see Part 1), which can also guide treatment of these nodules; this second part provides an overview of endoscopy techniques that can enhance surgical treatment through preoperative marking, and stereotactic radiotherapy treatment through fiduciary marker placement. Finally, we will discuss how, in the near future, these advanced endoscopic techniques will help to implement ablation strategy.


Subject(s)
Endoscopy , Lung Neoplasms , Solitary Pulmonary Nodule , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/therapy , Lung Neoplasms/pathology , Solitary Pulmonary Nodule/therapy , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/surgery , Endoscopy/methods , Multiple Pulmonary Nodules/diagnosis , Multiple Pulmonary Nodules/therapy , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/surgery , Bronchoscopy/methods , Radiosurgery/methods
2.
Lung Cancer ; 190: 107526, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38452601

ABSTRACT

BACKGROUND: Health care organizations are increasingly developing systems to ensure patients with pulmonary nodules receive guideline-adherent care. Our goal was to determine patient and organization factors that are associated with radiologist adherence as well as clinician and patient concordance to 2005 Fleischner Society guidelines for incidental pulmonary nodule follow-up. MATERIALS: Trained researchers abstracted data from the electronic health record from two Veterans Affairs health care systems for patients with incidental pulmonary nodules as identified by interpreting radiologists from 2008 to 2016. METHODS: We classified radiology reports and patient follow-up into two categories. Radiologist-Fleischner Adherence was the agreement between the radiologist's recommendation in the computed tomography report and the 2005 Fleischner Society guidelines. Clinician/Patient-Fleischner Concordance was agreement between patient follow-up and the guidelines. We calculated multivariable-adjusted predicted probabilities for factors associated with Radiologist-Fleischner Adherence and Clinician/Patient-Fleischner Concordance. RESULTS: Among 3150 patients, 69% of radiologist recommendations were adherent to 2005 Fleischner guidelines, 4% were more aggressive, and 27% recommended less aggressive follow-up. Overall, only 48% of patients underwent follow-up concordant with 2005 Fleischner Society guidelines, 37% had less aggressive follow-up, and 15% had more aggressive follow-up. Radiologist-Fleischner Adherence was associated with Clinician/Patient-Fleischner Concordance with evidence for effect modification by health care system. CONCLUSION: Clinicians and patients seem to follow radiologists' recommendations but often do not obtain concordant follow-up, likely due to downstream differential processes in each health care system. Health care organizations need to develop comprehensive and rigorous tools to ensure high levels of appropriate follow-up for patients with pulmonary nodules.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods , Delivery of Health Care
3.
Rev Mal Respir ; 41(1): 89-92, 2024 Jan.
Article in French | MEDLINE | ID: mdl-38042756

ABSTRACT

INTRODUCTION: Sclerotherapy is a widely used as a lifesaving therapeutic option in cases of upper gastrointestinal bleeding (UGB) due to ruptured gastro-esophageal varices (GOV) in cirrhotic patients, especially when there exists a portosystemic shunt. This endoscopic technique can entail many complications, including systemic and non-thrombotic pulmonary embolism (PE). While multiple pulmonary parenchymal manifestations have been described following sclerotherapy of GOV, to our knowledge no solitary suspicious pulmonary nodule has been described. CASE PRESENTATION: We report the case of 55-year-old man with heavy smoking history who was referred to our pulmonary clinic for work-up of a solitary pulmonary nodule. He was known to have liver cirrhosis with history of massive UGB due to rupture of GOV two months before. He was treated with sclerotherapy by injecting a 3 cc of Histoacryl/lipiodole solution. The post- endoscopic phase was unremarkable. An enhanced CT scan of chest and abdomen performed two months later showed a right upper lobe nodule, even though at that point, the patient was completely asymptomatic. This was ascribed to non-thrombotic PE secondary to sclerotherapy due to complete resolution of the nodule on a CT scan carried out at 2-month follow-up. At that point, his condition did not require any further treatment. CONCLUSION: Solitary pulmonary nodule is one of the radiologic manifestations of PE subsequent to sclerotherapy of GOV. Awareness and radiologic follow-up of this unusual radiologic presentation may prevent unnecessary biopsies.


Subject(s)
Pulmonary Embolism , Solitary Pulmonary Nodule , Humans , Male , Middle Aged , Smokers , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/etiology , Solitary Pulmonary Nodule/therapy , Pulmonary Embolism/diagnosis , Pulmonary Embolism/etiology , Pulmonary Embolism/therapy , Endoscopy/adverse effects , Biopsy/adverse effects , Gastrointestinal Hemorrhage/complications , Gastrointestinal Hemorrhage/therapy
4.
Chest ; 164(5): 1305-1314, 2023 11.
Article in English | MEDLINE | ID: mdl-37421973

ABSTRACT

BACKGROUND: Appropriate risk stratification of indeterminate pulmonary nodules (IPNs) is necessary to direct diagnostic evaluation. Currently available models were developed in populations with lower cancer prevalence than that seen in thoracic surgery and pulmonology clinics and usually do not allow for missing data. We updated and expanded the Thoracic Research Evaluation and Treatment (TREAT) model into a more generalized, robust approach for lung cancer prediction in patients referred for specialty evaluation. RESEARCH QUESTION: Can clinic-level differences in nodule evaluation be incorporated to improve lung cancer prediction accuracy in patients seeking immediate specialty evaluation compared with currently available models? STUDY DESIGN AND METHODS: Clinical and radiographic data on patients with IPNs from six sites (N = 1,401) were collected retrospectively and divided into groups by clinical setting: pulmonary nodule clinic (n = 374; cancer prevalence, 42%), outpatient thoracic surgery clinic (n = 553; cancer prevalence, 73%), or inpatient surgical resection (n = 474; cancer prevalence, 90%). A new prediction model was developed using a missing data-driven pattern submodel approach. Discrimination and calibration were estimated with cross-validation and were compared with the original TREAT, Mayo Clinic, Herder, and Brock models. Reclassification was assessed with bias-corrected clinical net reclassification index and reclassification plots. RESULTS: Two-thirds of patients had missing data; nodule growth and fluorodeoxyglucose-PET scan avidity were missing most frequently. The TREAT version 2.0 mean area under the receiver operating characteristic curve across missingness patterns was 0.85 compared with that of the original TREAT (0.80), Herder (0.73), Mayo Clinic (0.72), and Brock (0.68) models with improved calibration. The bias-corrected clinical net reclassification index was 0.23. INTERPRETATION: The TREAT 2.0 model is more accurate and better calibrated for predicting lung cancer in high-risk IPNs than the Mayo, Herder, or Brock models. Nodule calculators such as TREAT 2.0 that account for varied lung cancer prevalence and that consider missing data may provide more accurate risk stratification for patients seeking evaluation at specialty nodule evaluation clinics.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Lung Neoplasms/diagnosis , Lung Neoplasms/epidemiology , Lung Neoplasms/therapy , Retrospective Studies , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/epidemiology , Solitary Pulmonary Nodule/therapy , Lung , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/epidemiology , Multiple Pulmonary Nodules/therapy
5.
J Vis Exp ; (195)2023 May 19.
Article in English | MEDLINE | ID: mdl-37318259

ABSTRACT

The three-dimensional (3D) reconstruction of pulmonary nodules using medical images has introduced new technical approaches for diagnosing and treating pulmonary nodules, and these approaches are progressively being acknowledged and adopted by physicians and patients. Nonetheless, constructing a relatively universal 3D digital model of pulmonary nodules for diagnosis and treatment is challenging due to device differences, shooting times, and nodule types. The objective of this study is to propose a new 3D digital model of pulmonary nodules that serves as a bridge between physicians and patients and is also a cutting-edge tool for pre-diagnosis and prognostic evaluation. Many AI-driven pulmonary nodule detection and recognition methods employ deep learning techniques to capture the radiological features of pulmonary nodules, and these methods can achieve a good area under-the-curve (AUC) performance. However, false positives and false negatives remain a challenge for radiologists and clinicians. The interpretation and expression of features from the perspective of pulmonary nodule classification and examination are still unsatisfactory. In this study, a method of continuous 3D reconstruction of the whole lung in horizontal and coronal positions is proposed by combining existing medical image processing technologies. Compared with other applicable methods, this method allows users to rapidly locate pulmonary nodules and identify their fundamental properties while also observing pulmonary nodules from multiple perspectives, thereby providing a more effective clinical tool for diagnosing and treating pulmonary nodules.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Tomography, X-Ray Computed/methods , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/therapy , Lung , Image Processing, Computer-Assisted/methods , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy
6.
Respir Med ; 214: 107277, 2023 08.
Article in English | MEDLINE | ID: mdl-37187432

ABSTRACT

Pulmonary nodules are often discovered incidentally during CT scans performed for other reasons. While the vast majority of nodules are benign, a small percentage may represent early-stage lung cancer with the potential for curative treatments. With the growing use of CT for both clinical purposes and lung cancer screening, the number of pulmonary nodules detected is expected to increase substantially. Despite well-established guidelines, many nodules do not receive proper evaluation due to a variety of factors, including inadequate coordination of care and financial and social barriers. To address this quality gap, novel approaches such as multidisciplinary nodule clinics and multidisciplinary boards may be necessary. As pulmonary nodules may indicate early-stage lung cancer, it is crucial to adopt a risk-stratified approach to identify potential lung cancers at an early stage, while minimizing the risk of harm and expense associated with over investigation of low-risk nodules. This article, authored by multiple specialists involved in nodule management, delves into the diagnostic approach to lung nodules. It covers the process of determining whether a patient requires tissue sampling or continued surveillance. Additionally, the article provides an in-depth examination of the various biopsy and therapeutic options available for malignant lung nodules. The article also emphasizes the significance of early detection in reducing lung cancer mortality, especially among high-risk populations. Furthermore, it addresses the creation of a comprehensive lung nodule program, which involves smoking cessation, lung cancer screening, and systematic evaluation and follow-up of both incidental and screen-detected nodules.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Early Detection of Cancer , Lung/pathology , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/therapy , Multiple Pulmonary Nodules/pathology , Tomography, X-Ray Computed , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy
7.
Eur Radiol ; 33(8): 5568-5577, 2023 Aug.
Article in English | MEDLINE | ID: mdl-36894752

ABSTRACT

OBJECTIVES: To evaluate and compare the measurement accuracy of two different computer-aided diagnosis (CAD) systems regarding artificial pulmonary nodules and assess the clinical impact of volumetric inaccuracies in a phantom study. METHODS: In this phantom study, 59 different phantom arrangements with 326 artificial nodules (178 solid, 148 ground-glass) were scanned at 80 kV, 100 kV, and 120 kV. Four different nodule diameters were used: 5 mm, 8 mm, 10 mm, and 12 mm. Scans were analyzed by a deep-learning (DL)-based CAD and a standard CAD system. Relative volumetric errors (RVE) of each system vs. ground truth and the relative volume difference (RVD) DL-based vs. standard CAD were calculated. The Bland-Altman method was used to define the limits of agreement (LOA). The hypothetical impact on LungRADS classification was assessed for both systems. RESULTS: There was no difference between the three voltage groups regarding nodule volumetry. Regarding the solid nodules, the RVE of the 5-mm-, 8-mm-, 10-mm-, and 12-mm-size groups for the DL CAD/standard CAD were 12.2/2.8%, 1.3/ - 2.8%, - 3.6/1.5%, and - 12.2/ - 0.3%, respectively. The corresponding values for the ground-glass nodules (GGN) were 25.6%/81.0%, 9.0%/28.0%, 7.6/20.6%, and 6.8/21.2%. The mean RVD for solid nodules/GGN was 1.3/ - 15.2%. Regarding the LungRADS classification, 88.5% and 79.8% of all solid nodules were correctly assigned by the DL CAD and the standard CAD, respectively. 14.9% of the nodules were assigned differently between the systems. CONCLUSIONS: Patient management may be affected by the volumetric inaccuracy of the CAD systems and hence demands supervision and/or manual correction by a radiologist. KEY POINTS: • The DL-based CAD system was more accurate in the volumetry of GGN and less accurate regarding solid nodules than the standard CAD system. • Nodule size and attenuation have an effect on the measurement accuracy of both systems; tube voltage has no effect on measurement accuracy. • Measurement inaccuracies of CAD systems can have an impact on patient management, which demands supervision by radiologists.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Humans , Tomography, X-Ray Computed/methods , Diagnosis, Computer-Assisted/methods , Multiple Pulmonary Nodules/diagnostic imaging , Phantoms, Imaging , Radiologists , Lung Neoplasms/diagnostic imaging , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Radiographic Image Interpretation, Computer-Assisted/methods , Sensitivity and Specificity
8.
Am Fam Physician ; 107(3): 282-291, 2023 03.
Article in English | MEDLINE | ID: mdl-36920823

ABSTRACT

Pulmonary nodules are often incidentally discovered on chest imaging or from dedicated lung cancer screening. Screening adults 50 to 80 years of age who have a 20-pack-year smoking history and currently smoke or have quit smoking within the past 15 years with low-dose computed tomography is associated with a decrease in cancer-associated mortality. Once a nodule is detected, specific radiographic and clinical features can be used in validated risk stratification models to assess the probability of malignancy and guide management. Solid pulmonary nodules less than 6 mm warrant surveillance imaging in patients at high risk, and nodules between 6 and 8 mm should be reassessed within 12 months, with the recommended interval varying by the risk of malignancy and an allowance for patient-physician decision-making. A functional assessment with positron emission tomography/computed tomography, nonsurgical biopsy, and resection should be considered for solid nodules 8 mm or greater and a high risk of malignancy. Subsolid nodules have a higher risk of cancer and should be followed with surveillance imaging for longer. Direct physician-patient communication, clinical decision support within electronic health records, and guideline-based management algorithms included in radiology reports are associated with increased compliance with existing guidelines.


Subject(s)
Lung Neoplasms , Solitary Pulmonary Nodule , Adult , Humans , Young Adult , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/complications , Early Detection of Cancer , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods , Algorithms
9.
Curr Opin Pulm Med ; 28(4): 275-281, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35749790

ABSTRACT

PURPOSE OF REVIEW: Worldwide, lung cancer is the leading cause of cancer mortality. Much of this mortality is thought to be secondary to detection in later stages, where treatment options and survivability are limited. The goals of lung nodule evaluation are to expedite the diagnosis and treatment of patients with malignant nodules and to minimize unnecessary diagnostic procedures in those with benign nodules. However, the differentiation between benign and malignant has been challenging and is further complicated by the benefits of early diagnosis competing with potential morbidity of invasive diagnostic procedures. RECENT FINDINGS: Biomarkers have the potential to improve estimates of pretest probability of malignancy in pulmonary nodules, especially in the intermediate-risk subgroup. Four biomarkers have undergone extensive validation and are available for clinical use, and we will discuss each in this review. SUMMARY: The application of biomarkers to lung cancer risk assessment has the potential to improve cancer probability assessments, which in turn can reduce unnecessary invasive testing and/or reduce delays in diagnosis and treatment.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Biomarkers , Humans , Lung/pathology , Lung Neoplasms/diagnosis , Lung Neoplasms/pathology , Multiple Pulmonary Nodules/diagnosis , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/therapy
10.
Curr Probl Diagn Radiol ; 51(4): 524-528, 2022.
Article in English | MEDLINE | ID: mdl-34974882

ABSTRACT

OBJECTIVE: To evaluate whether thoracic radiologist review of computed tomography-detected incidental pulmonary nodules initially reported by non-thoracic imagers would change management recommendations. MATERIALS AND METHODS: The Radiology Consultation Service identified 468 computed tomography scans (one per patient) performed through the adult emergency department from August 2018 through December 2020 that mentioned the presence of a pulmonary nodule. Forty percent (186/468) were read by thoracic radiologists and 60% (282/468) were read by non-thoracic radiologists. The Radiology Consultation Service contacted all patients in order to assess risk factors for lung malignancy. Sixty-seven patients were excluded because they were unreachable, declined participation, or were actively followed by a pulmonologist or oncologist. A thoracic radiologist assessed the nodule and follow up recommendations in all remaining cases. RESULTS: A total of 215 cases were re-reviewed by thoracic radiologists. The thoracic radiologist disagreed with the initial nodule recommendations in 38% (82/215) of cases and agreed in 62% (133/215) of cases. All discordant cases resulted in a change in management by the thoracic radiologist with approximately one-third (33%, 27/82) decreasing imaging utilization and two-thirds (67%, 55/82) increasing imaging utilization. Nodules were deemed benign and follow up eliminated in 11% (9/82) of discordant cases. DISCUSSION: Our study illustrates that nodule review by thoracic radiologists results in a change in management in a large percentage of patients. Continued research is needed to determine whether subspecialty imaging review results in increased or more timely lung cancer detection.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Adult , Humans , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/therapy , Patient Care , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods
11.
JAMA ; 327(3): 264-273, 2022 Jan 18.
Article in English | MEDLINE | ID: mdl-35040882

ABSTRACT

IMPORTANCE: Pulmonary nodules are identified in approximately 1.6 million patients per year in the US and are detected on approximately 30% of computed tomographic (CT) images of the chest. Optimal treatment of an individual with a pulmonary nodule can lead to early detection of cancer while minimizing testing for a benign nodule. OBSERVATIONS: At least 95% of all pulmonary nodules identified are benign, most often granulomas or intrapulmonary lymph nodes. Smaller nodules are more likely to be benign. Pulmonary nodules are categorized as small solid (<8 mm), larger solid (≥8 mm), and subsolid. Subsolid nodules are divided into ground-glass nodules (no solid component) and part-solid (both ground-glass and solid components). The probability of malignancy is less than 1% for all nodules smaller than 6 mm and 1% to 2% for nodules 6 mm to 8 mm. Nodules that are 6 mm to 8 mm can be followed with a repeat chest CT in 6 to 12 months, depending on the presence of patient risk factors and imaging characteristics associated with lung malignancy, clinical judgment about the probability of malignancy, and patient preferences. The treatment of an individual with a solid pulmonary nodule 8 mm or larger is based on the estimated probability of malignancy; the presence of patient comorbidities, such as chronic obstructive pulmonary disease and coronary artery disease; and patient preferences. Management options include surveillance imaging, defined as monitoring for nodule growth with chest CT imaging, positron emission tomography-CT imaging, nonsurgical biopsy with bronchoscopy or transthoracic needle biopsy, and surgical resection. Part-solid pulmonary nodules are managed according to the size of the solid component. Larger solid components are associated with a higher risk of malignancy. Ground-glass pulmonary nodules have a probability of malignancy of 10% to 50% when they persist beyond 3 months and are larger than 10 mm in diameter. A malignant nodule that is entirely ground glass in appearance is typically slow growing. Current bronchoscopy and transthoracic needle biopsy methods yield a sensitivity of 70% to 90% for a diagnosis of lung cancer. CONCLUSIONS AND RELEVANCE: Pulmonary nodules are identified in approximately 1.6 million people per year in the US and approximately 30% of chest CT images. The treatment of an individual with a pulmonary nodule should be guided by the probability that the nodule is malignant, safety of testing, the likelihood that additional testing will be informative, and patient preferences.


Subject(s)
Lung Neoplasms , Multiple Pulmonary Nodules , Solitary Pulmonary Nodule , Biopsy, Needle , Bronchoscopy , Comorbidity , Early Detection of Cancer/methods , Humans , Lung/pathology , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/epidemiology , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/epidemiology , Multiple Pulmonary Nodules/pathology , Multiple Pulmonary Nodules/therapy , Patient Preference , Risk Factors , Single Photon Emission Computed Tomography Computed Tomography , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/epidemiology , Solitary Pulmonary Nodule/pathology , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/statistics & numerical data , Tumor Burden
12.
Surg Clin North Am ; 101(6): 1081-1096, 2021 Dec.
Article in English | MEDLINE | ID: mdl-34774270

ABSTRACT

Incidental findings are common in the evaluation of surgical patients. Understanding the appropriate assessment and management of these frequent occurrences is important for the provision of comprehensive quality care. This review details the epidemiology, considerations, and recommendations for management of common incidental manifestations in surgical patients, including Meckel diverticulum, adrenal incidentaloma, thyroid nodule, solitary pulmonary nodule, small bowel intussusception, gallstones, and incidental appendectomy.


Subject(s)
Adrenal Gland Neoplasms , Appendectomy , Gallstones , Meckel Diverticulum , Solitary Pulmonary Nodule , Thyroid Nodule , Adrenal Gland Neoplasms/diagnosis , Adrenal Gland Neoplasms/therapy , Gallstones/diagnosis , Gallstones/therapy , Humans , Incidental Findings , Intestine, Small , Intussusception/diagnosis , Intussusception/therapy , Meckel Diverticulum/diagnosis , Meckel Diverticulum/therapy , Solitary Pulmonary Nodule/diagnosis , Solitary Pulmonary Nodule/therapy , Thyroid Nodule/pathology , Thyroid Nodule/therapy
13.
Radiology ; 300(3): 586-593, 2021 09.
Article in English | MEDLINE | ID: mdl-34128723

ABSTRACT

Background Guidelines such as the Lung CT Screening Reporting and Data System (Lung-RADS) are available for determining when subsolid nodules should be treated within lung cancer screening programs, but they are based on expert opinion. Purpose To evaluate the cost-effectiveness of varying treatment thresholds for subsolid nodules within a lung cancer screening setting by using a simulation model. Materials and Methods A previously developed model simulated 10 million current and former smokers undergoing CT lung cancer screening who were assumed to have a ground-glass nodule (GGN) at baseline. Nodules were allowed to grow and to develop solid components over time according to a monthly cycle and lifetime horizon. Management strategies generated by varying treatment thresholds, including the solid component size and use of the Brock risk calculator, were tested. For each strategy, average U.S. costs and quality-adjusted life years (QALYs) gained per patient were computed, and the incremental cost-effectiveness ratios (ICERs) of those on the efficient frontier were calculated. One-way and probabilistic sensitivity analyses of results were performed by varying several relevant parameters, such as treatment costs or malignancy growth rates. Results Variants of the Lung-RADS guidelines that did not treat pure GGNs were cost-effective. Strategies based on the Brock risk calculator did not reach the efficient frontier. The strategy with the highest QALYs under a willingness-to-pay threshold of $100 000 per QALY included no treatment of GGNs and a threshold of 4-mm solid component size for treatment of subsolid nodules. This strategy yielded an ICER of $52 993 per QALY (95% CI: 44 407, 64 372). Probabilistic sensitivity analysis showed this was the optimal strategy under a range of parameter variations. Conclusion Treatment of pure ground-glass nodules was not cost-effective. Strategies that use modifications of the Lung CT Screening Reporting and Data System guidelines were cost-effective for treating part-solid nodules; an optimal threshold of 4 mm for the solid component yielded the most quality-adjusted life years. © RSNA, 2021 Online supplemental material is available for this article.


Subject(s)
Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Tomography, X-Ray Computed/economics , Aged , Cost-Benefit Analysis , Early Detection of Cancer , Female , Humans , Male , Mass Screening , Middle Aged , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/therapy , Precancerous Conditions/diagnostic imaging , Precancerous Conditions/therapy , Quality-Adjusted Life Years , Smokers , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy
14.
Radiol Clin North Am ; 59(4): 535-549, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34053604

ABSTRACT

Pulmonary nodules are the most common incidental finding in the chest, particularly on computed tomographs that include a portion or all of the chest, and may be encountered more frequently with increasing utilization of cross-sectional imaging. Established guidelines address the reporting and management of incidental pulmonary nodules, both solid and subsolid, synthesizing nodule and patient features to distinguish benign nodules from those of potential clinical consequence. Standard nodule assessment is essential for the accurate reporting of nodule size, attenuation, and morphology, all features with varying risk implications and thus management recommendations.


Subject(s)
Incidental Findings , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed/methods , Humans , Lung/diagnostic imaging
15.
AJR Am J Roentgenol ; 216(6): 1423-1431, 2021 06.
Article in English | MEDLINE | ID: mdl-33355489

ABSTRACT

Cancer survivors are at higher risk than the general population for development of a new primary malignancy, most commonly lung cancer. Current lung cancer screening guidelines recommend low-dose chest CT for high-risk individuals, including patients with a history of cancer and a qualifying smoking history. However, major lung cancer screening trials have inconsistently included cancer survivors, and few studies have assessed management of lung nodules in this population. This narrative review highlights relevant literature and provides expert opinion for management of pulmonary nodules detected incidentally or by screening in oncologic patients. In patients with previously treated lung cancer, a new nodule most likely represents distant metastasis from the initial lung cancer or a second primary lung cancer; CT features such as nodule size and composition should guide decisions regarding biopsy, PET/CT, and CT surveillance. In patients with extrapulmonary cancers, nodule management requires individualized risk assessment; smoking is associated with increased odds of primary lung cancer, whereas specific primary cancer types are associated with increased odds of pulmonary metastasis. Nonneoplastic causes, such as infection, medication toxicity, and postradiation or postsurgical change, should also be considered. Future prospective studies are warranted to provide evidence-based data to assist clinical decision-making in this context.


Subject(s)
Multiple Pulmonary Nodules/complications , Multiple Pulmonary Nodules/therapy , Neoplasms/complications , Solitary Pulmonary Nodule/complications , Solitary Pulmonary Nodule/therapy , Humans , Lung/diagnostic imaging , Lung Neoplasms/complications , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Multiple Pulmonary Nodules/diagnostic imaging , Periodicals as Topic , Solitary Pulmonary Nodule/diagnostic imaging , Tomography, X-Ray Computed/methods
16.
Chest ; 159(1): 401-412, 2021 01.
Article in English | MEDLINE | ID: mdl-32758562

ABSTRACT

BACKGROUND: The Percepta genomic classifier has been clinically validated as a complement to bronchoscopy for lung nodule evaluation. RESEARCH QUESTION: The goal of this study was to examine the impact on clinical management decisions of the Percepta result in patients with low- and intermediate-risk lung nodules. STUDY DESIGN AND METHODS: A prospective "real world" registry was instituted across 35 US centers to observe physician management of pulmonary nodules following a nondiagnostic bronchoscopy. To assess the impact on management decisions of the Percepta genomic classifier, a subset of patients was analyzed who had an inconclusive bronchoscopy for a pulmonary nodule, a Percepta result, and an adjudicated lung diagnosis with at least 1 year of follow-up. In this cohort, change in the decision to pursue additional invasive procedures following Percepta results was assessed. RESULTS: A total of 283 patients met the study eligibility criteria. In patients with a low/intermediate risk of malignancy for whom the clinician had designated a plan for a subsequent invasive procedure, a negative Percepta result down-classified the risk of malignancy in 34.3% of cases. Of these down-classified patients, 73.9% had a change in their management plan from an invasive procedure to surveillance, and the majority avoided a procedure up to 12 months following the initial evaluation. In patients with confirmed lung cancers, the time to diagnosis was not significantly delayed when comparing Percepta down-classified patients vs patients who were not down-classified (P = .58). INTERPRETATION: The down-classification of nodule malignancy risk with the Percepta test decreased additional invasive procedures without a delay in time to diagnosis among those with lung cancer.


Subject(s)
Clinical Decision-Making , Genomics , Lung Neoplasms/diagnosis , Solitary Pulmonary Nodule/diagnosis , Aged , Bronchoscopy , Female , Genetic Markers , Humans , Lung Neoplasms/genetics , Lung Neoplasms/therapy , Male , Middle Aged , Patient Selection , Prospective Studies , Registries , Solitary Pulmonary Nodule/genetics , Solitary Pulmonary Nodule/therapy , United States
17.
Chest ; 159(5): 2072-2089, 2021 05.
Article in English | MEDLINE | ID: mdl-33031828

ABSTRACT

Subsolid nodules are common on chest CT imaging and may be either benign or malignant. Their varied features and broad differential diagnoses present management challenges. Although subsolid nodules often represent lung adenocarcinomas, other possibilities are common and influence management. Practice guidelines exist for subsolid nodule management for both incidentally and screening-detected nodules, incorporating patient and nodule characteristics. This review highlights the similarities and differences among these algorithms, with the intent of providing a resource for comparison and aid in choosing management options.


Subject(s)
Lung Neoplasms/diagnostic imaging , Lung Neoplasms/therapy , Tomography, X-Ray Computed , Algorithms , Diagnosis, Differential , Humans , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/therapy , Practice Guidelines as Topic , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/therapy
19.
Biosci Rep ; 40(2)2020 02 28.
Article in English | MEDLINE | ID: mdl-32068231

ABSTRACT

OBJECTIVES: The post-imaging, mathematical predictive model was established by combining demographic and imaging characteristics with a pulmonary nodule risk score. The prediction model provides directions for the treatment of pulmonary nodules. Many studies have established predictive models for pulmonary nodules in different populations. However, the predictive factors contained in each model were significantly different. We hypothesized that applying different models to local research groups will make a difference in predicting the benign and malignant lung nodules, distinguishing between early and late lung cancers, and between adenocarcinoma and squamous cell carcinoma. In the present study, we compared four widely used and well-known mathematical prediction models. MATERIALS AND METHODS: We performed a retrospective study of 496 patients from January 2017 to October 2019, they were diagnosed with nodules by pathological. We evaluate models' performance by viewing 425 malignant and 71 benign patients' computed tomography results. At the same time, we use the calibration curve and the area under the receiver operating characteristic curve whose abbreviation is AUC to assess one model's predictive performance. RESULTS: We find that in distinguishing the Benign and the Malignancy, Peking University People's Hospital model possessed excellent performance (AUC = 0.63), as well as differentiating between early and late lung cancers (AUC = 0.67) and identifying lung adenocarcinoma (AUC = 0.61). While in the identification of lung squamous cell carcinoma, the Veterans Affairs model performed the best (AUC = 0.69). CONCLUSIONS: Geographic disparities are an extremely important influence factors, and which clinical features contained in the mathematical prediction model are the key to affect the precision and accuracy.


Subject(s)
Decision Support Techniques , Early Detection of Cancer , Lung Neoplasms/diagnosis , Models, Statistical , Multiple Pulmonary Nodules/diagnosis , Solitary Pulmonary Nodule/diagnosis , Adult , Aged , Aged, 80 and over , Biopsy , Female , Humans , Lung Neoplasms/epidemiology , Lung Neoplasms/therapy , Male , Middle Aged , Multiple Pulmonary Nodules/epidemiology , Multiple Pulmonary Nodules/therapy , Predictive Value of Tests , Retrospective Studies , Risk Assessment , Risk Factors , Solitary Pulmonary Nodule/epidemiology , Solitary Pulmonary Nodule/therapy , Tomography, X-Ray Computed , Tumor Burden
20.
Chest ; 158(1): 416-422, 2020 07.
Article in English | MEDLINE | ID: mdl-32081651

ABSTRACT

Providing guideline-concordant management of pulmonary nodules can present challenges when a patient's anxiety about cancer or fear of invasive procedures colors judgment. The way in which providers discuss and make decisions about how to evaluate a pulmonary nodule can affect patient satisfaction, distress, and adherence to evaluation. This article discusses the complexity of tailoring patient-provider communication, decision-making, and implementation of guidelines for pulmonary nodule evaluation to the individual patient, emphasizing the importance of how information is conveyed and the value of listening to and addressing patients' concerns. We summarize the relevant guideline recommendations and literature, and provide two case scenarios to illustrate a patient-centered approach to discussing and managing pulmonary nodules from our perspectives as a pulmonologist and thoracic surgeon.


Subject(s)
Patient-Centered Care , Solitary Pulmonary Nodule/therapy , Communication , Guideline Adherence , Humans , Physician-Patient Relations
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