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1.
BMJ Open Respir Res ; 10(1)2023 08.
Article in English | MEDLINE | ID: mdl-37553184

ABSTRACT

INTRODUCTION: Endobronchial polarisation sensitive optical coherence tomography (EB-PS-OCT) is a bronchoscopic imaging technique exceeding resolution of high-resolution CT (HRCT) by 50-fold. It detects collagen birefringence, enabling identification and quantification of fibrosis. STUDY AIM: To assess pulmonary fibrosis in interstitial lung diseases (ILD) patients with in vivo EB-PS-OCT using histology as reference standard. PRIMARY OBJECTIVE: Visualisation and quantification of pulmonary fibrosis by EB-PS-OCT. SECONDARY OBJECTIVES: Comparison of EB-PS-OCT and HRCT detected fibrosis with histology, identification of ILD histological features in EB-PS-OCT images and comparison of ex vivo PS-OCT results with histology. METHODS: Observational prospective exploratory study. Patients with ILD scheduled for transbronchial cryobiopsy or surgical lung biopsy underwent in vivo EB-PS-OCT imaging prior to tissue acquisition. Asthma patients were included as non-fibrotic controls. Per imaged lung segment, fibrosis was automatically quantified assessing the birefringent area in EB-PS-OCT images. Fibrotic extent in corresponding HRCT areas and biopsies were compared with EB-PS-OCT detected fibrosis. Microscopic ILD features were identified on EB-PS-OCT images and matched with biopsies from the same segment. RESULTS: 19 patients were included (16 ILD; 3 asthma). In 49 in vivo imaged airway segments the parenchymal birefringent area was successfully quantified and ranged from 2.54% (no to minimal fibrosis) to 21.01% (extensive fibrosis). Increased EB-PS-OCT detected birefringent area corresponded to increased histologically confirmed fibrosis, with better predictive value than HRCT. Microscopic ILD features were identified on both in vivo and ex vivo PS-OCT images. CONCLUSIONS: EB-PS-OCT enables pulmonary fibrosis quantification, thereby has potential to serve as an add-on bronchoscopic imaging technique to diagnose and detect (early) fibrosis in ILD.


Subject(s)
Asthma , Lung Diseases, Interstitial , Pulmonary Fibrosis , Humans , Pulmonary Fibrosis/diagnostic imaging , Tomography, Optical Coherence/methods , Prospective Studies , Lung Diseases, Interstitial/diagnostic imaging , Fibrosis
2.
Obes Facts ; 15(5): 674-684, 2022.
Article in English | MEDLINE | ID: mdl-35917803

ABSTRACT

INTRODUCTION: Not all patients with suboptimal weight loss after bariatric surgery are willing to participate in postoperative behavioral intervention to improve their weight loss. The objective of this study was to explore barriers to and facilitators of participation in postoperative behavioral intervention. METHODS: Thirty semi-structured interviews were conducted with patients (18), physicians (6), and therapists (6) (i.e., psychologists, dieticians, or physiotherapists). A thematic analysis approach was used. RESULTS: Emotional responses caused by confrontation with suboptimal weight loss hampered patients' deliberation about participation; insufficient exploration of their need for help limited patients' ability to make informed decisions; patients were receptive to their physician's advice when their physician respected their autonomy; using visual weight loss graphs helped to explain suboptimal weight loss to patients; and financial costs and time constraints obstructed participation. CONCLUSIONS: To improve adequate intervention participation, healthcare providers should focus on emotion regulation, support patients in exploring their own need for help, and respect patients' autonomy.


Subject(s)
Bariatric Surgery , Physicians , Humans , Weight Loss/physiology , Bariatric Surgery/psychology , Qualitative Research , Postoperative Period
3.
Obes Surg ; 32(9): 2891-2902, 2022 09.
Article in English | MEDLINE | ID: mdl-35842505

ABSTRACT

PURPOSE: Previous studies showed that patients with lower weight loss after bariatric surgery could be identified based on early postoperative weight loss. However, these studies had only 12-36-month follow-up. This study aimed to explore whether patients in the lowest weight loss quartile at 3 months had lower weight loss trajectories up to 5 years after Roux-en-Y gastric bypass (RYGB), banded Roux-en-Y gastric bypass (BRYGB), and sleeve gastrectomy (SG) surgery. METHODS: Weight was assessed preoperatively, and 3, 6, 9, 12, 24, 36, 48, and 60 months postoperatively. Patients were grouped into four categories based on quartiles of percentage total weight loss (%TWL) at 3-month follow-up. Results were compared between the lowest %TWL quartile group and other quartile groups. RESULTS: Patients underwent either RYGB (n=13,106; 72%), SG (n=3585; 20%), or BRYGB (n=1391, 8%) surgery. Weight loss trajectories of patients in the lowest %TWL quartile group remained lower than that of other quartile groups throughout a 5-year follow-up, for all three types of surgery. Patients in the lowest %TWL quartile group had higher age at surgery, higher baseline BMI, and were more likely to be male (in the SG group), and to suffer from diabetes, hypertension, dyslipidemia, and osteoarthritis. CONCLUSION: This study showed a positive association between weight loss at 3 and 12 to 60 months after bariatric surgery. Weight loss at 3 months after surgery could be used to identify patients whose anticipated weight loss trajectories are below average, to potentially improve their outcomes through early behavioral or medical interventions.


Subject(s)
Body-Weight Trajectory , Gastric Bypass , Laparoscopy , Obesity, Morbid , Female , Gastrectomy/methods , Gastric Bypass/methods , Humans , Laparoscopy/methods , Male , Obesity, Morbid/surgery , Retrospective Studies , Treatment Outcome , Weight Loss
4.
Radiol Imaging Cancer ; 3(5): e200160, 2021 09.
Article in English | MEDLINE | ID: mdl-34559005

ABSTRACT

Purpose To compare the inter- and intraobserver agreement and reading times achieved when assigning Lung Imaging Reporting and Data System (Lung-RADS) categories to baseline and follow-up lung cancer screening studies by using a dedicated CT lung screening viewer with integrated nodule detection and volumetric support with those achieved by using a standard picture archiving and communication system (PACS)-like viewer. Materials and Methods Data were obtained from the National Lung Screening Trial (NLST). By using data recorded by NLST radiologists, scans were assigned to Lung-RADS categories. For each Lung-RADS category (1 or 2, 3, 4A, and 4B), 40 CT scans (20 baseline scans and 20 follow-up scans) were randomly selected for 160 participants (median age, 61 years; interquartile range, 58-66 years; 61 women) in total. Seven blinded observers independently read all CT scans twice in a randomized order with a 2-week washout period: once by using the standard PACS-like viewer and once by using the dedicated viewer. Observers were asked to assign a Lung-RADS category to each scan and indicate the risk-dominant nodule. Inter- and intraobserver agreement was analyzed by using Fleiss κ values and Cohen weighted κ values, respectively. Reading times were compared by using a Wilcoxon signed rank test. Results The interobserver agreement was moderate for the standard viewer and substantial for the dedicated viewer, with Fleiss κ values of 0.58 (95% CI: 0.55, 0.60) and 0.66 (95% CI: 0.64, 0.68), respectively. The intraobserver agreement was substantial, with a mean Cohen weighted κ value of 0.67. The median reading time was significantly reduced from 160 seconds with the standard viewer to 86 seconds with the dedicated viewer (P < .001). Conclusion Lung-RADS interobserver agreement increased from moderate to substantial when using the dedicated CT lung screening viewer. The median reading time was substantially reduced when scans were read by using the dedicated CT lung screening viewer. Keywords: CT, Thorax, Lung, Computer Applications-Detection/Diagnosis, Observer Performance, Technology Assessment Supplemental material is available for this article. © RSNA, 2021.


Subject(s)
Lung Neoplasms , Early Detection of Cancer , Female , Humans , Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Mass Screening , Middle Aged , Tomography, X-Ray Computed
5.
Cancers (Basel) ; 13(11)2021 Jun 04.
Article in English | MEDLINE | ID: mdl-34200018

ABSTRACT

The purpose of this case-cohort study was to investigate whether the frequency and computed tomography (CT) features of pulmonary nodules posed a risk for the future development of lung cancer (LC) at a different location. Patients scanned between 2004 and 2012 at two Dutch academic hospitals were cross-linked with the Dutch Cancer Registry. All patients who were diagnosed with LC by 2014 and a random selection of LC-free patients were considered. LC patients who were determined to be LC-free at the time of the scan and all LC-free patients with an adequate scan were included. The nodule count and types (solid, part-solid, ground-glass, and perifissural) were recorded per scan. Age, sex, and other CT measures were included to control for confounding factors. The cohort included 163 LC patients and 1178 LC-free patients. Cox regression revealed that the number of ground-glass nodules and part-solid nodules present were positively correlated to future LC risk. The area under the receiver operating curve of parsimonious models with and without nodule type information were 0.827 and 0.802, respectively. The presence of subsolid nodules in a clinical setting may be a risk factor for future LC development in another pulmonary location in a dose-dependent manner. Replication of the results in screening cohorts is required for maximum utility of these findings.

6.
J Thorac Imaging ; 36(6): 373-381, 2021 Nov 01.
Article in English | MEDLINE | ID: mdl-34029281

ABSTRACT

PURPOSE: Primary lung cancers associated with cystic airspaces are increasingly being recognized; however, there is a paucity of data on their natural history. We aimed to evaluate the prevalence, pathologic, and imaging characteristics of cystic lung cancer in a regional thoracic surgery center with a focus on the evolution of computed tomography morphology over time. MATERIALS AND METHODS: Consecutive patients referred for potential surgical management of primary lung cancer between January 2016 and December 2018 were included. Clinical, imaging, and pathologic data were collected at the time of diagnosis and at the time of the oldest computed tomography showing the target lesion. Descriptive analysis was carried out. RESULTS: A total of 441 cancers in 431 patients (185 males, 246 females), median age 69.6 years (interquartile range: 62.6 to 75.3 y), were assessed. Overall, 41/441 (9.3%) primary lung cancers were cystic at the time of diagnosis. The remaining showed solid (67%), part-solid (22%), and ground-glass (2%) morphologies. Histopathology of the cystic lung cancers at diagnosis included 31/41 (76%) adenocarcinomas, 8/41 (20%) squamous cell carcinomas, 1/41 (2%) adenosquamous carcinoma, and 1/41 (2%) unspecified non-small cell lung carcinoma. Overall, 8/34 (24%) cystic cancers at the time of diagnosis developed from different morphologic subtype precursor lesions, while 8/34 (24%) cystic precursor lesions also transitioned into part-solid or solid cancers at the time of diagnosis. CONCLUSIONS: This study demonstrates that cystic airspaces within lung cancers are not uncommon, and may be seen transiently as cancers evolve. Increased awareness of the spectrum of cystic lung cancer morphology is important to improve diagnostic accuracy and lung cancer management.


Subject(s)
Adenocarcinoma , Carcinoma, Non-Small-Cell Lung , Cysts , Lung Neoplasms , Aged , Cysts/diagnostic imaging , Female , Humans , Lung Neoplasms/diagnostic imaging , Male , Retrospective Studies , Tomography, X-Ray Computed
7.
Lung Cancer ; 156: 5-11, 2021 06.
Article in English | MEDLINE | ID: mdl-33866117

ABSTRACT

PURPOSE: To microsimulate the effects of three additional annual CT screening rounds on lung cancer (LC) survival in the National Lung Screening Trial (NLST). METHODS: We used multiple imputation to model the effect of additional screening in the full NLST cohort on the time to LC diagnosis and on LC death in those participants who were diagnosed with LC by the end of NLST. Nodule growth models were derived from a Dutch in-vivo study. Microsimulations were repeated 500 times. The method was validated by simulating three rounds of CT screening in the original chest radiography (CXR) cohort. The times up to which the simulations remained within the 95 % confidence bands of the CT cohort's original results were used to estimate the validity of the results in the CT cohort with three additional simulated screening rounds. RESULTS: Validation of the simulation approach on the CXR cohort resulted in a LC mortality reduction which remained well within the 95 % confidence intervals of the original CT cohort up to 6.5 years after the start of simulations. Simulating additional CT screening in the CT cohort led to LCs being diagnosed earlier than originally, resulting in a relative risk reduction in LC mortality of 11 % (95 % confidence bands, 7 %-14 %) at 6.5 years. This is equivalent to preventing 71 % (48 %-94 %) more LC deaths than the original CT cohort achieved in comparison to the original CXR cohort. CONCLUSION: Three additional annual CT screening rounds in the NLST may have led to substantial further LC mortality reduction.


Subject(s)
Lung Neoplasms , Early Detection of Cancer , Humans , Lung/diagnostic imaging , Lung Neoplasms/diagnostic imaging , Lung Neoplasms/epidemiology , Mass Screening , Tomography, X-Ray Computed
8.
Radiol Cardiothorac Imaging ; 3(1): e200314, 2021 Feb.
Article in English | MEDLINE | ID: mdl-33778654

ABSTRACT

Chronic lung allograft dysfunction (CLAD) is the most common cause of mortality in lung transplant recipients after the 1st year of transplantation. CLAD has traditionally been classified into two distinct obstructive and restrictive forms: bronchiolitis obliterans syndrome and restrictive allograft syndrome. However, CLAD may manifest with a spectrum of imaging and pathologic findings and a combination of obstructive and restrictive physiologic abnormalities. Although the initial CT manifestations of CLAD may be nonspecific, the progression of findings at follow-up should signal the possibility of CLAD and may be present on imaging studies prior to the development of functional abnormalities of the lung allograft. This review encompasses the evolution of CT findings in CLAD, with emphasis on the underlying pathogenesis and pathologic condition, to enhance understanding of imaging findings. The purpose of this article is to familiarize the radiologist with the initial and follow-up CT findings of the obstructive, restrictive, and mixed forms of CLAD, for which early diagnosis and treatment may result in improved survival. Supplemental material is available for this article. © RSNA, 2021.

9.
Obes Surg ; 31(3): 1120-1128, 2021 03.
Article in English | MEDLINE | ID: mdl-33331984

ABSTRACT

PURPOSE: The success of bariatric surgery varies largely, which may relate to variance in adopting a physically active lifestyle. This study aimed to determine whether two-year changes in physical activity (PA) were associated with weight loss, fat-free mass, cardiorespiratory fitness and quality of life up to two years after bariatric surgery. MATERIALS AND METHODS: In this retrospective study, 3879 post-bariatric patients were divided into three groups: 1) decreased PA (n = 388), 2) maintained PA (n = 2002) or 3) increased PA (n = 1498). Measurements regarding PA (Baecke questionnaire), body composition (bioelectrical impedance analysis), estimated cardiorespiratory fitness (Åstrand test) and health-related quality of life (RAND-36) were performed preoperatively and two years post-surgery. RESULTS: Bariatric patients with increased PA had greater excess weight loss (76.3% vs. 73.2% vs. 72.9%, P < 0.001), greater increases in %fat-free mass (Δ14.0% vs. 13.0% vs. 12.8%; P < 0.001), larger improvements in VO2max (Δ11.8 vs. 10.2 vs. 8.0 ml/kg/min, P < 0.001), and larger increases in health related quality of life subscale scores (P < 0.05) compared to patients with maintained- and decreased PA. CONCLUSIONS: Bariatric patients who managed to induce improvements in habitual physical activity had better body composition, fitness and quality of life at 2 years post-surgery, compared to patients who maintained or even reduced their PA levels. These findings underscore the importance of perioperative-bariatric care programs to change lifestyle and achieve sustainable improvements in PA levels.


Subject(s)
Bariatric Surgery , Obesity, Morbid , Body Composition , Exercise , Follow-Up Studies , Humans , Obesity, Morbid/surgery , Physical Fitness , Quality of Life , Retrospective Studies
10.
J Thorac Dis ; 11(Suppl 5): S799-S804, 2019 Apr.
Article in English | MEDLINE | ID: mdl-31080661

ABSTRACT

BACKGROUND: Chest X-rays (CXRs) are commonly performed after removing chest tubes following surgery. However, the value of this practice is unclear for patients who underwent esophagectomy. Therefore, the aim of this study was to investigate the clinical relevance of routinely performing a CXR after chest tube removal during the postoperative course of esophagectomy. METHODS: A single-center prospective database was used to select all patients who underwent esophagectomy with gastric conduit reconstruction between 2015 and 2017. Patients who received a CXR within 4 hours after removal of at least one chest tube were included. The radiological reports of these CXRs were evaluated for intrapleural air and fluid. Cases requiring re-insertion of a chest tube on the day of CXR or the day afterwards were identified and the clinical situation of these patients was reviewed. RESULTS: Some 117 patients were included and a total of 231 chest tube removals were followed by a CXR within 4 hours. Re-insertion of a chest tube was performed in a total of 6 cases (3%) on the day or the day after this CXR. All these 6 patients had clinical signs or symptoms indicating respiratory problems. In total, new intrapleural air was found on the ipsilateral side of previous chest tube removal in 33 cases (14%) and new intrapleural fluid occurred on the ipsilateral side of previous chest tube removal in 24 cases (10%). CONCLUSIONS: In conclusion, a CXR after chest tube removal may safely be reserved for patients who develop clinical signs or symptoms that indicate respiratory problems.

11.
Thorax ; 74(5): 492-495, 2019 05.
Article in English | MEDLINE | ID: mdl-30385691

ABSTRACT

Overall survival of patients with cancer continues to increase and so they receive more frequent CT imaging, making oncological patients a growing population that effectively receives lung cancer screening in the course of daily practice. However, it is currently uncertain how early lung cancer detection in this subgroup of patients should be optimally managed. We describe the relationship between primary lung cancer and prior malignancies in a nationwide cohort, in an attempt to identify possible areas of improvement in nodule management. We found that a substantial number of subjects with lung cancer suffered from a prior malignancy; however, with the exception of otorhinolaryngeal malignancies, they did not show a high absolute risk for lung cancer. Future research should provide more data on how to handle this subgroup of patients in clinical and screening setting.


Subject(s)
Early Detection of Cancer/methods , Lung Neoplasms/diagnosis , Population Surveillance , Aged , Female , Humans , Incidence , Lung Neoplasms/epidemiology , Male , Middle Aged , Netherlands/epidemiology , Retrospective Studies , Survival Rate/trends , Tomography, X-Ray Computed
12.
Eur Radiol ; 29(2): 924-931, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30066248

ABSTRACT

OBJECTIVES: Lung-RADS represents a categorical system published by the American College of Radiology to standardise management in lung cancer screening. The purpose of the study was to quantify how well readers agree in assigning Lung-RADS categories to screening CTs; secondary goals were to assess causes of disagreement and evaluate its impact on patient management. METHODS: For the observer study, 80 baseline and 80 follow-up scans were randomly selected from the NLST trial covering all Lung-RADS categories in an equal distribution. Agreement of seven observers was analysed using Cohen's kappa statistics. Discrepancies were correlated with patient management, test performance and diagnosis of malignancy within the scan year. RESULTS: Pairwise interobserver agreement was substantial (mean kappa 0.67, 95% CI 0.58-0.77). Lung-RADS category disagreement was seen in approximately one-third (29%, 971) of 3360 reading pairs, resulting in different patient management in 8% (278/3360). Out of the 91 reading pairs that referred to scans with a tumour diagnosis within 1 year, discrepancies in only two would have resulted in a substantial management change. CONCLUSIONS: Assignment of lung cancer screening CT scans to Lung-RADS categories achieves substantial interobserver agreement. Impact of disagreement on categorisation of malignant nodules was low. KEY POINTS: • Lung-RADS categorisation of low-dose lung screening CTs achieved substantial interobserver agreement. • Major cause for disagreement was assigning a different nodule as risk-dominant. • Disagreement led to a different follow-up time in 8% of reading pairs.


Subject(s)
Early Detection of Cancer/methods , Lung Neoplasms/diagnostic imaging , Mass Screening/methods , Tomography, X-Ray Computed/methods , Humans , Lung Neoplasms/pathology , Observer Variation , Risk Factors , Solitary Pulmonary Nodule/diagnostic imaging , Solitary Pulmonary Nodule/pathology
13.
Eur Respir Rev ; 27(150)2018 Dec 31.
Article in English | MEDLINE | ID: mdl-30567934

ABSTRACT

It is well known that lung cancer can manifest itself in imaging as solid and subsolid nodules or masses. However, in this era of increased computed tomography use another morphological computed tomography appearance of lung cancer is increasingly being recognised, presenting as a malignancy in relation to cystic airspaces. Despite the fact that it seems to be a relatively common finding in daily practice, literature on this entity is scarce and presumably the overall awareness is limited. This can lead to misinterpretation and delay in diagnosis and, therefore, increased awareness is urgently needed. This review aims to illustrate the imaging appearances of cyst-related primary lung malignancies, demonstrate its mimickers and potential pitfalls, and discuss the clinical implications based on the available literature and our own experience in four different hospitals.


Subject(s)
Early Detection of Cancer/methods , Lung Neoplasms/diagnostic imaging , Multiple Pulmonary Nodules/diagnostic imaging , Neoplasms, Cystic, Mucinous, and Serous/diagnostic imaging , Solitary Pulmonary Nodule/diagnostic imaging , Tomography, X-Ray Computed , Aged , Aged, 80 and over , Delayed Diagnosis , Diagnosis, Differential , Female , Humans , Lung Neoplasms/pathology , Lung Neoplasms/therapy , Male , Middle Aged , Multiple Pulmonary Nodules/pathology , Multiple Pulmonary Nodules/therapy , Neoplasms, Cystic, Mucinous, and Serous/pathology , Neoplasms, Cystic, Mucinous, and Serous/therapy , Predictive Value of Tests , Prognosis , Solitary Pulmonary Nodule/pathology , Solitary Pulmonary Nodule/therapy
14.
Obes Surg ; 28(12): 3950-3957, 2018 12.
Article in English | MEDLINE | ID: mdl-30105664

ABSTRACT

BACKGROUND: Low cardiorespiratory fitness is strongly associated with cardiovascular diseases and mortality. Although increased physical activity can improve cardiorespiratory fitness, this relationship has not been examined in a large bariatric population undergoing perioperative care focusing on long-term lifestyle change. OBJECTIVES: To evaluate changes in physical activity, weight loss, and cardiorespiratory fitness up to 24 months after bariatric surgery, and to evaluate the relationships of change in physical activity with weight loss and change in cardiorespiratory fitness. MATERIALS AND METHODS: Four thousand seven hundred eighty-five patients who underwent primary Roux-en-Y gastric bypass or sleeve gastrectomy between January 2012 and December 2014 were included. Physical activity was assessed by the Baecke questionnaire (work, leisure, and sport activity) and cardiorespiratory fitness, defined as VO2max relative to fat-free mass (VO2max/FFM), was assessed by the Åstrand test. RESULTS: Twenty-four months postoperative, significant improvements were seen in sport and leisure activity assessments (n = 3548, P < 0.001), weight loss (n = 3695, P < 0.001), and VO2max/FFM (n = 1852, P < 0.001). Furthermore, regression analysis showed that change in leisure activity was positively associated with weight loss (n = 3535, ß = 1.352, P < 0.001) and change in sport activity was positively associated with change in VO2max/FFM (n = 1743, ß = 1.730, P < 0.001). CONCLUSION: Bariatric surgery complemented by a comprehensive bariatric care program can lead to improvement in physical activity, as well as weight loss and improvement in cardiorespiratory fitness. The positive associations of change in leisure activity with weight loss and change in sport activity with cardiorespiratory fitness suggest that bariatric care programs can enhance postoperative outcomes by improving the patient's physical activity.


Subject(s)
Cardiorespiratory Fitness , Exercise , Gastrectomy , Gastric Bypass , Obesity, Morbid/surgery , Weight Loss , Adult , Female , Follow-Up Studies , Humans , Leisure Activities , Male , Middle Aged , Retrospective Studies , Time Factors , Treatment Outcome
15.
Thorax ; 73(9): 857-863, 2018 09.
Article in English | MEDLINE | ID: mdl-29777062

ABSTRACT

OBJECTIVE: To assess the performance of the Brock malignancy risk model for pulmonary nodules detected in routine clinical setting. METHODS: In two academic centres in the Netherlands, we established a list of patients aged ≥40 years who received a chest CT scan between 2004 and 2012, resulting in 16 850 and 23 454 eligible subjects. Subsequent diagnosis of lung cancer until the end of 2014 was established through linking with the National Cancer Registry. A nested case-control study was performed (ratio 1:3). Two observers used semiautomated software to annotate the nodules. The Brock model was separately validated on each data set using ROC analysis and compared with a solely size-based model. RESULTS: After the annotation process the final analysis included 177 malignant and 695 benign nodules for centre A, and 264 malignant and 710 benign nodules for centre B. The full Brock model resulted in areas under the curve (AUCs) of 0.90 and 0.91, while the size-only model yielded significantly lower AUCs of 0.88 and 0.87, respectively (p<0.001). At 10% malignancy risk, the threshold suggested by the British Thoracic Society, sensitivity of the full model was 75% and 81%, specificity was 85% and 84%, positive predictive values were 14% and 10% at negative predictive value (NPV) of 99%. The optimal threshold was 6% for centre A and 8% for centre B, with NPVs >99%. DISCUSSION: The Brock model shows high predictive discrimination of potentially malignant and benign nodules when validated in an unselected, heterogeneous clinical population. The high NPV may be used to decrease the number of nodule follow-up examinations.


Subject(s)
Early Detection of Cancer , Lung Neoplasms/diagnosis , Solitary Pulmonary Nodule/diagnosis , Adult , Aged , Case-Control Studies , Female , Humans , Male , Middle Aged , Netherlands , Predictive Value of Tests , ROC Curve , Risk Assessment
16.
Eur Respir J ; 51(4)2018 04.
Article in English | MEDLINE | ID: mdl-29650547

ABSTRACT

Current pulmonary nodule management guidelines are based on nodule volume doubling time, which assumes exponential growth behaviour. However, this is a theory that has never been validated in vivo in the routine-care target population. This study evaluates growth patterns of untreated solid and subsolid lung cancers of various histologies in a non-screening setting.Growth behaviour of pathology-proven lung cancers from two academic centres that were imaged at least three times before diagnosis (n=60) was analysed using dedicated software. Random-intercept random-slope mixed-models analysis was applied to test which growth pattern most accurately described lung cancer growth. Individual growth curves were plotted per pathology subgroup and nodule type.We confirmed that growth in both subsolid and solid lung cancers is best explained by an exponential model. However, subsolid lesions generally progress slower than solid ones. Baseline lesion volume was not related to growth, indicating that smaller lesions do not grow slower compared to larger ones.By showing that lung cancer conforms to exponential growth we provide the first experimental basis in the routine-care setting for the assumption made in volume doubling time analysis.


Subject(s)
Lung Neoplasms/diagnostic imaging , Neoplasm Staging , Solitary Pulmonary Nodule/diagnostic imaging , Tomography, X-Ray Computed , Adult , Aged , Early Detection of Cancer , Female , Humans , Lung Neoplasms/pathology , Male , Middle Aged , Netherlands , Registries , Software , Solitary Pulmonary Nodule/pathology
17.
Eur Radiol ; 28(3): 1095-1101, 2018 Mar.
Article in English | MEDLINE | ID: mdl-28986629

ABSTRACT

OBJECTIVES: Perifissural nodules (PFNs) are a common finding on chest CT, and are thought to represent non-malignant lesions. However, data outside a lung cancer-screening setting are currently lacking. METHODS: In a nested case-control design, out of a total cohort of 16,850 patients ≥ 40 years of age who underwent routine chest CT (2004-2012), 186 eligible subjects with incident lung cancer and 511 controls without were investigated. All non-calcified nodules ≥ 4 mm were semi-automatically annotated. Lung cancer location and subject characteristics were recorded. RESULTS: Cases (56 % male) had a median age of 64 years (IQR 59-70). Controls (60 % male) were slightly younger (p<0.01), median age of 61 years (IQR 51-70). A total of 262/1,278 (21 %) unique non-calcified nodules represented a PFN. None of these were traced to a lung malignancy over a median follow-up of around 4.5 years. PFNs were most often located in the lower lung zones (72 %, p<0.001). Median diameter was 4.6 mm (range: 4.0-8.1), volume 51 mm3 (range: 32-278). Some showed growth rates < 400 days. CONCLUSIONS: Our data show that incidental PFNs do not represent lung cancer in a routine care, heterogeneous population. This confirms prior screening-based results. KEY POINTS: • One-fifth of non-calcified nodules represented a perifissural nodule in our non-screening population. • PFNs fairly often show larger size, and can show interval growth. • When morphologically resembling a PFN, nodules are nearly certainly not a malignancy. • The assumed benign aetiology of PFNs seems valid outside the screening setting.


Subject(s)
Lung Neoplasms/diagnostic imaging , Solitary Pulmonary Nodule/diagnostic imaging , Adult , Aged , Case-Control Studies , Cohort Studies , Diagnosis, Differential , Early Detection of Cancer/methods , Female , Humans , Incidental Findings , Lung Neoplasms/pathology , Male , Middle Aged , Radiography, Thoracic/methods , Solitary Pulmonary Nodule/pathology , Tomography, X-Ray Computed/methods
18.
Trials ; 18(1): 402, 2017 08 29.
Article in English | MEDLINE | ID: mdl-28851409

ABSTRACT

BACKGROUND: Recently published randomised clinical trials indicate that prolonged electrocardiom (ECG) monitoring might enhance the detection of paroxysmal atrial fibrillation (AF) in cryptogenic stroke or transient ischaemic attack (TIA) patients. A device that might be suitable for prolonged ECG monitoring is a smartphone-compatible ECG device (Kardia Mobile, Alivecor, San Francisco, CA, USA) that allows the patient to record a single-lead ECG without the presence of trained health care staff. The MOBILE-AF trial will investigate the effectiveness of the ECG device for AF detection in patients with cryptogenic stroke or TIA. In this paper, the rationale and design of the MOBILE-AF trial is presented. METHODS: For this international, multicentre trial, 200 patients with cryptogenic stroke or TIA will be randomised. One hundred patients will receive the ECG device and will be asked to record their ECG twice daily during a period of 1 year. One hundred patients will receive a 7-day Holter monitor. DISCUSSION: The primary outcome of this study is the percentage of patients in which AF is detected in the first year after the index ischaemic stroke or TIA. Secondary outcomes include markers for AF prediction, orally administered anticoagulation therapy changes, as well as the incidence of recurrent stroke and major bleeds. First results can be expected in mid-2019. TRIAL REGISTRATION: ClinicalTrials.gov, ID: NCT02507986 . Registered on 15 July 2015.


Subject(s)
Atrial Fibrillation/diagnosis , Cell Phone , Electrocardiography/instrumentation , Ischemic Attack, Transient/etiology , Mobile Applications , Stroke/etiology , Action Potentials , Administration, Oral , Anticoagulants/administration & dosage , Anticoagulants/adverse effects , Atrial Fibrillation/complications , Atrial Fibrillation/drug therapy , Atrial Fibrillation/physiopathology , Clinical Protocols , Denmark , Heart Rate , Hemorrhage/chemically induced , Humans , Ischemic Attack, Transient/diagnosis , Ischemic Attack, Transient/therapy , Netherlands , Predictive Value of Tests , Recurrence , Reproducibility of Results , Research Design , Risk Factors , Signal Processing, Computer-Assisted , Stroke/diagnosis , Stroke/therapy , Time Factors , Treatment Outcome
19.
Eur Radiol ; 27(11): 4672-4679, 2017 Nov.
Article in English | MEDLINE | ID: mdl-28439653

ABSTRACT

PURPOSE: Lung-RADS proposes malignancy probabilities for categories 2 (<1%) and 4B (>15%). The purpose of this study was to quantify and compare malignancy rates for Lung-RADS 2 and 4B subsolid nodules (SSNs) on a nodule base. METHODS: We identified all baseline SSNs eligible for Lung-RADS 2 and 4B in the National Lung Screening Trial (NLST) database. Solid cores and nodule locations were annotated using in-house software. Malignant SSNs were identified by an experienced radiologist using NLST information. Malignancy rates and percentages of persistence were calculated. RESULTS: Of the Lung-RADS 2SSNs, 94.3% (1790/1897) could be located on chest CTs. Likewise, 95.1% (331/348) of part-solid nodules ≥6 mm in diameter could be located. Of these, 120 had a solid core ≥8 mm, corresponding to category 4B. Category 2 SSNs showed a malignancy rate of 2.5%, exceeding slightly the proposed rate of <1%. Category 4B SSNs showed a malignancy rate of 23.9%. In both categories one third of benign lesions were transient. CONCLUSION: Malignancy probabilities for Lung-RADS 2 and 4B generally match malignancy rates in SSNs. An option to include also category 2 SSNs for upgrade to 4X designed for suspicious nodules might be useful in the future. Integration of short-term follow-up to confirm persistence would prevent unnecessary invasive work-up in 4B SSNs. KEY POINTS: • Malignancy probabilities for Lung-RADS 2/4B generally match malignancy risks in SSNs. • Transient rate between low-risk Lung-RADS 2 and high-risk 4B lesions were similar. • Upgrade of highly suspicious Lung-RADS 2 SSNs to Lung-RADS 4X might be useful. • Up to one third of the benign high-risk Lung-RADS 4B lesions were transient. • Short-term follow-up confirming persistence would avoid unnecessary invasive work-up of 4B lesions.


Subject(s)
Lung Neoplasms/diagnostic imaging , Databases, Factual , Early Detection of Cancer/methods , Female , Humans , Lung Neoplasms/pathology , Middle Aged , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/pathology , Neoplasm Invasiveness , Probability , Radiographic Image Interpretation, Computer-Assisted/methods , Software , Tomography, X-Ray Computed/methods
20.
Radiology ; 284(1): 264-271, 2017 07.
Article in English | MEDLINE | ID: mdl-28339311

ABSTRACT

Purpose To evaluate the added value of Lung CT Screening Reporting and Data System (Lung-RADS) assessment category 4X over categories 3, 4A, and 4B for differentiating between benign and malignant subsolid nodules (SSNs). Materials and Methods SSNs on all baseline computed tomographic (CT) scans from the National Lung Cancer Trial that would have been classified as Lung-RADS category 3 or higher were identified, resulting in 374 SSNs for analysis. An experienced screening radiologist volumetrically segmented all solid cores and located all malignant SSNs visible on baseline scans. Six experienced chest radiologists independently determined which nodules to upgrade to category 4X, a recently introduced category for lesions that demonstrate additional features or imaging findings that increase the suspicion of malignancy. Malignancy rates of purely size-based categories and category 4X were compared. Furthermore, the false-positive rates of category 4X lesions were calculated and observer variability was assessed by using Fleiss κ statistics. Results The observers upgraded 15%-24% of the SSNs to category 4X. The malignancy rate for 4X nodules varied from 46% to 57% per observer and was substantially higher than the malignancy rates of categories 3, 4A, and 4B SSNs without observer intervention (9%, 19%, and 23%, respectively). On average, the false-positive rate for category 4X nodules was 7% for category 3 SSNs, 7% for category 4A SSNs, and 19% for category 4B SSNs. Of the falsely upgraded benign lesions, on average 27% were transient. The agreement among the observers was moderate, with an average κ value of 0.535 (95% confidence interval: 0.509, 0.561). Conclusion The inclusion of a 4X assessment category for lesions suspicious for malignancy in a nodule management tool is of added value and results in high malignancy rates in the hands of experienced radiologists. Proof of the transient character of category 4X lesions at short-term follow-up could avoid unnecessary invasive management. © RSNA, 2017.


Subject(s)
Lung Neoplasms/diagnostic imaging , Lung Neoplasms/pathology , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/pathology , Female , Humans , Male , Predictive Value of Tests , Tomography, X-Ray Computed/methods
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