Usefulness of digital velcro crackles detection in identification of interstitial lung disease in patients with connective tissue diseases
Andreina MANFREDI1, Giulia CASSONE2, Caterina VACCHI2, Fabrizio PANCALDI3, Giovanni Della CASA4, Stefania CERRI5, Lisa De PASQUALE1, Fabrizio LUPPI6, Carlo SALVARANI7, Marco SEBASTIANI1
1Rheumatology Unit, University of Modena and Reggio Emilia, Modena, Italy
2Department of Sciences and Methods For Engineering, University of Modena and Reggio Emilia, Modena, Italy
3Radiology Unit, University of Modena and Reggio Emilia, Modena, Italy
4Respiratory Unit, University of Modena and Reggio Emilia, Modena, Italy
5Respiratory Unit, University of Milan-bicocca, San Gerardo Hospital, Monza, Italy
6Rheumatology Unit, Irccs Arcispedale Santa Maria Nuova, Azienda Unità Sanitaria Locale-irccs Di Reggio Emilia, Reggio Emilia, Italy
7PhD Program In Clinical and Experimental Medicine, University of Modena and Reggio Emilia, Modena, Italy
Keywords: Connective tissue diseases, diagnosis, interstitial lung disease, screening, VECTOR, velcro crackles
Objectives: This study aims to evaluate the diagnostic accuracy of the VECTOR software in patients with connective tissue diseases (CTDs), compared with the reference standard of high-resolution computed tomography (HRCT).
Patients and methods: The study included 98 consecutive patients of CTD (24 males, 74 females; median age 66 years; range, 24 to 85 years) with a recent HRCT. Patients were evaluated in a blindly manner by VECTOR and the results obtained by the algorithm were compared with the presence of interstitial lung disease (ILD) according to HRCT.
Results: Interstitial lung disease was detected in 42.8% of subjects. VECTOR correctly classified 81/98 patients, with a diagnostic accuracy of 82.6%; sensitivity and specificity were 88.1% and 78.6%, respectively. Only 5/42 patients with ILD were not correctly classified by VECTOR, while false positive cases were 21.4%. No significant differences were observed according to the radiologic pattern of ILD.
Conclusion: VECTOR showed high sensitivity, specificity and diagnostic accuracy, allowing selecting patients to be investigated with HRCT. The relatively high frequency rate of false positive results is acceptable if compared with the lack of effective screening methods for this complication of CTDs.
Interstitial lung disease (ILD) represents one of the more frequent pulmonary manifestations in connective tissue diseases (CTDs) and it is characterized by severe implications in morbility and overall prognosis.[1-3] To date, high-resolution computed tomography (HRCT) represents the gold standard for the diagnosis and the characterization of ILD; moreover, an increasing role for radiology has been observed in the last years; it allows to classify the different possible patterns with high specificity and to quantify the evolution over the time of the lung disease. Despite the potentially deep impact of lung involvement on clinical course and prognosis, a routine assessment of ILD is not properly defined for all CTDs. It is probably better defined in patients with systemic sclerosis (SSc), while it is not so common for other CTDs, such as primitive Sjögren’s syndrome (SS) or systemic lupus erythematosus (SLE) that can also be complicated by ILD.[1,8-10] Moreover, increasing data suggest a higher prevalence than expected of severe ILD, also in CTDs other than SSc; nevertheless, the absence of a routine screening for ILD can frequently delay the diagnosis.[11,12] On the other side, the routine use of HRCT is not feasible for the high costs and radiation exposure and alternative screening methods are needed.
Clinical examination and lung auscultation are mandatory for detection of pulmonary disease, and velcro-type crackles have been considered typical of lung fibrosis and early detectable in the course of the disease.[13-16] Crackles, best detected during slow, deep breaths, are discontinuous, short explosive non-musical sounds predominating during inspiration and best heard over dependent lung regions. Fine crackles are softer, shorter in duration, and higher in pitch than coarse crackles, similar to the sound heard when gently separating the joined strip of velcro on the blood pressure cuff. Crackles are present early in the course of idiopathic pulmonary fibrosis (IPF), appearing first in the basal areas of the lung where the disease process initiates, with further progression to the upper zones. Although not specifically studied according to the stage of IPF, crackles may be present in virtually any patient with IPF according to current diagnostic criteria.[13-17] For these reasons, they have been proposed as a simple and reliable screening for the early diagnosis of ILD.[13-16]
Recently, Sgalla et al. observed a close correlation between pulmonary fibrosis and “velcro-type” crackles; in their study reticulation, honeycombing, ground-glass opacities, and traction bronchiectasis were all independently associated with velcro-type crackles in the lung parenchyma.
More recently, we developed the software VECTOR (VElcro Crackles detecTOR) which is able to identify velcro crackles in pulmonary sounds recorded by an electronic stethoscope (ES) in rheumatoid arthritis (RA) patients. This previous study was performed on 137 RA patients and showed a diagnostic accuracy for VECTOR of 83.9% with a specificity and sensitivity of 76.9% and 93.2%, respectively. However, the results obtained in RA cannot be translated in CTDs, because of the heterogeneity of clinical and radiological manifestations of lung involvement in these diseases. Therefore, in this study, we aimed to evaluate the diagnostic accuracy of the VECTOR software in patients with CTDs, compared with the reference standard of HRCT.
Patients and Methods
This study was conducted at University Hospital of Modena between September 2018 and April 2019. The study included 98 consecutive patients of CTD (24 males, 74 females; median age: 66 years; range, 24 to 85 years). All patients satisfying the current classification criteria for a CTD, namely dermatomyositis (DM), SSc, primitive SS, antisynthetase syndrome, SLE, and undifferentiated connective tissue disease (UCTD)[18-22] and those who underwent HRCT in the last 12 months before the study were included. Overlap syndromes and secondary forms of SS were excluded. The appearance of symptoms suggestive for lung disease (cough, dyspnea) in patients without a previous history of ILD or the presence of pleural effusion or pneumothorax at HRCT also entailed the exclusion by the study; when possible, a new HRCT was requested. The study protocol was approved by the University Hospital of Modena Ethics Committee. A written informed consent was obtained from each patient. The study was conducted in accordance with the principles of the Declaration of Helsinki.
All patients were evaluated in a blinded manner by means of VECTOR and the results (presence or absence of velcro crackles) were compared with HRCT (presence or absence of ILD).
According to our previous study, lung auscultation was performed bilaterally in four pulmonary fields (two at the basal fields and one at the medium and upper fields, respectively; Figure 1). Auscultations were realized in a silent environment, with a commercially available ES (Littmann 3200TM 3M, St. Paul, MN, USA). Then, registrations were digitized, anonymized, saved as a Waveform Audio file, and analyzed by means of VECTOR.
Similarly, all HRCT images were anonymized and transferred on Digital Imaging and Communications in Medicine format, coded, and evaluated for the assessment of ILD by an expert thoracic radiologist blinded to the clinical condition of the patients and the presence of velcro crackles.
All HRCTs were performed by means of different multidetector scanners with a slice thickness of less than 2 mm, from the lung apices to below the costophrenic angles, reconstructed by using an edge-enhancing algorithm. The scan was performed in the supine position at full inspiration. All images were viewed at window setting optimized for assessment of lung parenchyma (width 1500 HU; level -700 HU). High-resolution computed tomography images were evaluated by an expert chest radiologist who classified the radiologic ILD pattern according to American Thoracic Society (ATS)/ European Respiratory Society (ERS)/Japanese Respiratory Society (JRS)/Latin American Thoracic Association (ALAT) statement for the diagnosis of IPF. The pattern of interstitial pneumonia was classified as definite, possible, and inconsistent with usual interstitial pneumonia (UIP) (Table 1). If a pattern inconsistent with UIP was recorded, the radiologist further specified if it was compatible with an organizing pneumonia, nonspecific interstitial pneumonia, or lymphoid interstitial pneumonia (LIP). Moreover, in the absence of ILD, the presence of nodules, pleural effusion or other isolated manifestations of pulmonary disease such as consolidation was also recorded.
Data were reported as median and interquartile range and analyzed using STATA version 11 statistical software (StataCorp. LP, College Station, Texas, USA). chi-square test was used to analyze categorical variables, while differences between the medians were evaluated using the Mann-Whitney U test for unpaired samples. Finally, we calculated the diagnostic accuracy, sensitivity, and specificity of the VECTOR. P values <0.05 were considered statistically significant.
Of the CTD patients enrolled, seven had DM, 32 had SSc, 29 had primitive SS, six had antisynthetase syndrome, eight had SLE, and 16 had UCTD. The indications for the HRCT were presence of velcro crackles at lung auscultation (23.4%), dyspnea (22%), a suggestive thorax X-ray (14.1%), and cough (4%). In the remaining patients, HRCT was requested for other reasons including infections, screening for tumor or other lung diseases, and monitoring of lung nodules. Clinical, demographic, and serological characteristics of the 98 patients investigated are described in Table 1.
|Median age (year)||64||21||68.5||13||66||18||0.08|
|Disease duration (month)||60||112||78.5||99||72||103||0.58|
|ILD: Interstitial lung disease; IQR: Interquartile range; ENA: Extractable nuclear antigen; Anti-SSA: Anti-Sjögren’s syndrome type A; HRCT: High-resolution computed tomography; UIP: Usual interstitial pneumonia; OP: Organizing pneumonia; NSIP: Nonspecific interstitial pneumonia; LIP: Lymphoid interstitial pneumonia; DM: Dermatomyositis; SLE: Systemic lupus erythematosus; ASSD: Antisynthetase syndrome; pSS: Primitive Sjögren’s syndrome; SSc: Systemic sclerosis; UCTD: Undifferentiated connective tissue disease.|
An ILD was detected in 42 patients (42.8%). VECTOR showed a diagnostic accuracy of 82.6%, classifying in a correct manner 81/98 patients; sensitivity and specificity were 88.1% and 78.6%, respectively. Seventeen patients were not correctly classified by VECTOR: 5/42 among patients with ILD, and 12/56 among control group. Among the latter, the majority showed signs of airway disease (8/12) while two patients presented an acute inflammatory event.
Among false negative cases, three patients had very advanced lung disease and the result of VECTOR probably derived from the difficulty to breathe deeply properly. The other two false negative cases included a patient with LIP and a patient with the only evidence of ground-glass at HRCT (without clear signs of fibrosis). No significant differences were observed according to the radiologic pattern of ILD (Table 2).
|n||%||Diagnostic accuracy (%)|
|Usual interstitial pneumonia||19||19.4||89.5|
|Nonspecific interstitial pneumonia||13||13.3||92.3|
|Lymphoid interstitial pneumonia||1||1||100|
Interstitial lung disease represents one of the most harmful clinical manifestations in the course of CTDs, associated to very poor quality of life and increased mortality.[1-3]
Although CTD-ILD represents an important field of research for both pulmonologists and rheumatologists, there is a lack of prospective data about prevalence, follow-up, and efficacy of the treatment. For this reason, we may speculate that the data concerning prognosis can underestimate the real impact of the disease.
According to the available literature data, ILD can occur in every stage of the disease, sometimes preceding the diagnosis of the rheumatic disease and sometimes in long-standing CTDs.[11,23] At the moment, a screening for ILD secondary to rheumatic disease is not feasible mainly because of the X-ray exposure and high cost of HRCT; moreover, any method other than HRCT shows a relatively low diagnostic accuracy, resulting in mis- or delayed diagnosis.[4,24-26]
The present study confirmed the high diagnostic accuracy, sensitivity, and specificity of VECTOR in the identification of ILD in CTD patients. Our previous study conducted in patients with RA showed a very good diagnostic accuracy (83.9%) for VECTOR, and a specificity and sensitivity of 76.9% and 93.2%, respectively, considering HRCT as the reference method for diagnosis of ILD.[14,15] Despite the higher heterogeneity of ILD in CTDs rather than in RA, the specificity of VECTOR remained very high. At the same time, the sensitivity of the software was also preserved and it allowed us to identify virtually all patients with ILD. In fact, only five patients were not detected by VECTOR, and, among them, three had very advanced pulmonary disease while their clinical status allowed a correct identification.
VECTOR showed a relatively high frequency rate of false positive results; nevertheless, we can consider this acceptable compared with the lack of effective screening methods for this severe complication of CTDs. As reported by Cottin and Cordier, although crackles are not specific for IPF, they must prompt a thorough diagnostic process. They may occasionally be heard in healthy individuals[27,28] or in patients with congestive heart failure. Moreover, crackles may also be heard occasionally in patients with chronic obstructive pulmonary disease or bronchiectasis, probably due to greater traction forces being exerted on the small airways. In these cases, patients’ clinical history and condition may assist in discriminating those with fibrosing lung involvement. The introduction of an easy-to- use tool helpful in the screening of patients to undergo HRCT evaluation can significantly support early diagnosis improving clinical and therapeutic management of CTD-ILD patients while reducing the cost of inappropriate radiological evaluations.
The retrospective design represents the main limitation of the study; however, it was decided to avoid further exposure of patients to X-rays and to use the recent radiological data available. Nevertheless, prospective studies are required to compare the predictive value of VECTOR with other possible screening methods, such as lung ultrasonography or pulmonary function tests.
In conclusion, we believe that VECTOR can efficiently support the clinical practice of rheumatologists involved in the care of CTD patients. This device can be helpful in the enrolment of CTD-ILD patients for prospective studies to clarify certain epidemiological, clinical, and prognostic needs in these diseases.
Citation: Manfredi A, Cassone G, Vacchi C, Pancaldi F, Casa GD, Cerri S, et al. Usefulness of digital velcro crackles detection in identification of interstitial lung disease in patients with connective tissue diseases. Arch Rheumatol 2021;36(1):19-25.
The authors declared no conflicts of interest with respect to the authorship and/or publication of this article.
The authors received no financial support for the research and/or authorship of this article.
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