Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 20 de 2.283
Filter
1.
Ned Tijdschr Geneeskd ; 1682024 09 16.
Article in Dutch | MEDLINE | ID: mdl-39291821

ABSTRACT

Coughing may impair the quality of life, for instance by interfering with sleep or social interactions. Acute cough is almost invariably caused by a viral respiratory tract infection and seldom warrants medical consultation or treatment. Red flags in cough (haemoptysis, high fever or severe illness) may be indicative of a life threatening underlying disease. Wet and dry cough often have the same aetiology, and a different approach is therefore not needed.


Subject(s)
Cough , Humans , Cough/etiology , Cough/diagnosis , Respiratory Tract Infections/complications , Respiratory Tract Infections/diagnosis , Respiratory Tract Infections/virology , Quality of Life
2.
Chron Respir Dis ; 21: 14799731241273751, 2024.
Article in English | MEDLINE | ID: mdl-39222070

ABSTRACT

Background: Stress urinary incontinence (SUI) is common in women with chronic cough but may be overlooked. Objective: To determine the frequency of underdiagnosis of cough-related SUI and its impact on women's general health status and quality of life (QoL). Methods: Data were analyzed for 147 women with refractory/unexplained chronic cough. Relevant details were collected from clinical charts and a patient-completed survey. General health status was assessed using the EuroQoL visual analogue scale (EQ-VAS) and QoL with the cough-specific Leicester Cough Questionnaire (LCQ). Results: Women were classified into diagnosed (n = 32; 21.8%) or undiagnosed (n = 33; 22.4%) cough-related SUI, and no SUI (n = 82; 55.6%) groups. Women with versus without cough-related SUI perceived poorer health status and greater impact of cough on everyday lives. Mean LCQ scores were significantly lower in cough-related SUI groups versus no SUI group. In multivariate analysis, the presence of cough-related SUI was significantly associated with lower EQ-VAS and LCQ scores. Conclusion: In our cohort, 44% of women had cough-related SUI, and half were undiagnosed. Irrespective of diagnosis, impairment to everyday lives and QoL was similar. Diagnosing cough-related SUI may identify additional patients who can benefit from therapies to suppress cough and improve QoL.


Subject(s)
Cough , Health Status , Quality of Life , Urinary Incontinence, Stress , Humans , Cough/diagnosis , Cough/etiology , Cough/psychology , Female , Urinary Incontinence, Stress/diagnosis , Urinary Incontinence, Stress/psychology , Middle Aged , Chronic Disease , Adult , Surveys and Questionnaires , Aged , Chronic Cough
4.
Ther Adv Respir Dis ; 18: 17534666241274261, 2024.
Article in English | MEDLINE | ID: mdl-39235438

ABSTRACT

BACKGROUND: Chronic cough, a cough lasting >8 weeks, includes refractory chronic cough (RCC) and unexplained chronic cough (UCC). Patient-reported outcome (PRO) measures are needed to better understand chronic cough impacts that matter most to patients. The 19-item Leicester Cough Questionnaire (LCQ), an existing PRO measure of chronic cough, assesses impacts of cough across physical, psychological, and social domains. However, the content validity of the LCQ evaluating these concepts in patients with RCC/UCC had not been established. OBJECTIVES: To evaluate the content validity of the LCQ in patients with RCC/UCC. DESIGN: A cross-sectional, qualitative interview study. METHODS: First, previously completed qualitative interview results in adults with RCC/UCC (N = 30) were evaluated and mapped to LCQ concepts. Next, a clinical cough expert reviewed each LCQ item and assessed the salience of its concepts for patients with RCC/UCC. Finally, semistructured interviews-including both concept elicitation and cognitive debriefing-were conducted in adults with RCC/UCC (N = 20) to elicit a comprehensive set of participant experiences and to assess the appropriateness of using the LCQ in this population. RESULTS: Concepts reported in the past and present qualitative interviews were included across all LCQ items, and most impacts reported to be the "most bothersome" were assessed in the LCQ. In the current study, all participants indicated that reduced cough frequency would be an important treatment target. During cognitive debriefing, each LCQ item was endorsed by ⩾70% of participants. Additionally, participants were generally able to understand, recall, and select a response for each LCQ item. All participants and the clinical expert indicated that the LCQ was appropriate and assessed the impacts most relevant to patients with RCC/UCC. CONCLUSION: Our findings support the content validity of the LCQ and demonstrate that this measure is fit-for-purpose and includes important cough impacts in adults with RCC/UCC.


Subject(s)
Cough , Interviews as Topic , Patient Reported Outcome Measures , Humans , Cough/diagnosis , Cough/physiopathology , Cough/psychology , Male , Female , Middle Aged , Chronic Disease , Cross-Sectional Studies , Adult , Aged , Reproducibility of Results , Qualitative Research , Surveys and Questionnaires , Quality of Life , Predictive Value of Tests , Chronic Cough
5.
Europace ; 26(9)2024 Aug 30.
Article in English | MEDLINE | ID: mdl-39106234

ABSTRACT

AIMS: The study evaluated the positivity rate, haemodynamic responses, and prognosis in terms of syncopal recurrence among patients with situational syncope (SS) stratified according to the underlying situational triggers. METHODS AND RESULTS: We retrospectively evaluated all consecutive patients with SS who underwent nitroglycerine (NTG)-potentiated head-up tilt test (HUTT) at Syncope Unit of the University of Campania 'Luigi Vanvitelli'-Monaldi Hospital from 1 March 2017 to 1 May 2023. All patients were followed for at least one year. The study population was divided according to the underlying triggers (micturition, swallow, defaecation, cough/sneeze, post-exercise). Two hundred thirty-six SS patients (mean age 50 ± 19.3 years; male 63.1%) were enrolled; among them, the situational trigger was micturition in 109 patients (46.2%); swallow in 32 (13.6%) patients; defaecation in 35 (14.8%) patients; post-exercise in 41 (17.4%) patients; and cough/sneeze in 17 (7.2%) patients. There were no significant differences in baseline clinical characteristics and HUTT responses between different situational triggers. The Kaplan-Meier analysis did not show a statistically different rate of syncope recurrence across patients stratified by baseline situational triggers (log-rank P = 0.21). CONCLUSION: Situational syncope appears to be a homogenous syndrome, and different triggers do not impact the HUTT response or syncope recurrence at 1 year.


Subject(s)
Recurrence , Syncope , Tilt-Table Test , Humans , Male , Female , Middle Aged , Retrospective Studies , Syncope/physiopathology , Syncope/diagnosis , Syncope/etiology , Prognosis , Aged , Adult , Cough/physiopathology , Cough/diagnosis , Deglutition , Nitroglycerin/administration & dosage , Predictive Value of Tests , Hemodynamics , Risk Factors
6.
Chest ; 166(2): e61-e65, 2024 Aug.
Article in English | MEDLINE | ID: mdl-39122310

ABSTRACT

CASE PRESENTATION: A 62-year-old woman came to our hospital with worsening cough and dyspnea over the preceding week, during which time she had been treated with azithromycin and prednisone for suspected pneumonia. She had no fever, chills, or sweats, but her cough had become productive of clear to blood-tinged phlegm during the interval. Medical history was significant for insulin-dependent diabetes mellitus and OSA. She had quit smoking 44 years earlier and had no history of lung disease. She was a bank teller residing in southeastern Minnesota and described no relevant inhalational or environmental exposures, drug use, aspiration, or travels preceding her illness.


Subject(s)
Cough , Dyspnea , Tomography, X-Ray Computed , Humans , Female , Middle Aged , Cough/etiology , Cough/diagnosis , Dyspnea/etiology , Dyspnea/diagnosis , Diagnosis, Differential , Multiple Pulmonary Nodules/diagnosis , Multiple Pulmonary Nodules/diagnostic imaging , Multiple Pulmonary Nodules/etiology , Lung Neoplasms/diagnosis , Lung Neoplasms/complications
7.
BMJ Open Respir Res ; 11(1)2024 Aug 13.
Article in English | MEDLINE | ID: mdl-39142695

ABSTRACT

INTRODUCTION: Refractory or unexplained chronic cough (RUCC) is a common clinical problem with no effective diagnostic tools. The Sensations and Triggers Provoking Cough questionnaire (TOPIC) was developed to characterise cough in RUCC versus cough in other conditions. METHODS: Content analysis of participant interviews discussing the sensations and triggers of chronic cough informed TOPIC development. Participants with chronic cough completed the draft-TOPIC (a subset repeating 5-7 days later), St George's Respiratory Questionnaire (SGRQ), Cough Severity Diary (CSD) and Global Rating of Change Scale. The draft-TOPIC item list was reduced in hierarchical and Rasch analysis to refine the questionnaire to the TOPIC. RESULTS: 49 items describing the triggers and sensations of cough were generated from participant interviews (RUCC n=14, chronic obstructive pulmonary disease (COPD) n=11, interstitial lung disease (ILD) n=10, asthma n=11, bronchiectasis n=3, cystic fibrosis n=7). 140 participants (median age 60.0 (19.0-88.0), female 56.4%; RUCC n=39, ILD n=38, asthma n=45, COPD n=6, bronchiectasis n=12) completed draft-TOPIC, where items with poor 'fit' for RUCC were removed to create TOPIC (8 trigger items, 7 sensation items). Median TOPIC score was significantly higher in RUCC (37.0) vs ILD (24.5, p=0.009) and asthma (7.0, p<0.001), but not bronchiectasis (20.0, p=0.318) or COPD (18.5, p=0.238), likely due to small sample sizes. The Rasch model demonstrated excellent fit in RUCC (χ2=22.04, p=0.85; PSI=0.88); as expected. When all participant groups were included, fit was no longer demonstrated (χ2=66.43, p=0.0001, PSI=0.89) due to the increased heterogeneity (CI=0.077). TOPIC correlated positively with SGRQ (r=0.47, p<0.001) and CSD (r=0.63, p<0.001). The test-retest reliability of TOPIC (intraclass correlation coefficient) was excellent (r=0.90, p<0.001). CONCLUSIONS: High TOPIC scores in the RUCC patients suggest their cough is characterised by specific sensations and triggers. Validation of TOPIC in cough clinics may demonstrate value as an aid to identify features of RUCC versus cough in other conditions.


Subject(s)
Cough , Humans , Cough/etiology , Cough/diagnosis , Female , Male , Middle Aged , Aged , Surveys and Questionnaires , Chronic Disease , Adult , Aged, 80 and over , Young Adult , Sensation , Pulmonary Disease, Chronic Obstructive/diagnosis , Pulmonary Disease, Chronic Obstructive/physiopathology , Pulmonary Disease, Chronic Obstructive/complications , Bronchiectasis/diagnosis , Bronchiectasis/physiopathology , Asthma/diagnosis , Asthma/complications , Asthma/physiopathology , Severity of Illness Index , Reproducibility of Results , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/physiopathology , Lung Diseases, Interstitial/complications , Cystic Fibrosis/complications , Cystic Fibrosis/physiopathology , Chronic Cough
8.
Int J Tuberc Lung Dis ; 28(9): 446-453, 2024 Sep 01.
Article in English | MEDLINE | ID: mdl-39188000

ABSTRACT

INTRODUCTIONClosing the TB diagnostic gap is an urgent priority, for which non-sputum-based tests are needed. We evaluated the diagnostic accuracy of Aeonose, an exhaled breath test (EBT), as a TB triage test.METHODSPatients with cough or TB risk factors admitted to a tertiary hospital in Lima, Peru, were prospectively enrolled and underwent EBT. We evaluated EBT sensitivity and specificity for diagnosing pulmonary TB using culture and Xpert as primary and secondary reference standards and conducted stratified analyses based on risk factors.RESULTSEBT sensitivity was 85% (95% CI 72.9-93.4), and specificity was 51% (95% CI 46.0-56.6) in the training cohort (n = 417). EBT sensitivity was 70% (95% CI 47.1-86.8), and specificity was 54% (95% CI 44.8-63.6) in the validation cohort (n = 139) using the culture reference standard, with higher sensitivity (78%) when using the Xpert reference standard (n = 156). Sensitivity (60%) and specificity (48%) were lower when patients with prior TB were included. In a subset of participants randomly selected for interviews, 94% (15/16) preferred EBT to sputum-based testing.CONCLUSIONSEBT had moderate sensitivity and low specificity as a TB triage test in this hospitalised cohort with cough or risk factors. Diagnostic accuracy was lower in people with prior TB..


Subject(s)
Breath Tests , Cough , Sensitivity and Specificity , Tuberculosis, Pulmonary , Humans , Male , Female , Cough/diagnosis , Cough/etiology , Middle Aged , Peru , Adult , Prospective Studies , Tuberculosis, Pulmonary/diagnosis , Risk Factors , Triage , Aged , Hospitalization , Young Adult , Sputum/microbiology
9.
Respir Res ; 25(1): 325, 2024 Aug 27.
Article in English | MEDLINE | ID: mdl-39192278

ABSTRACT

BACKGROUND: Cough remains a persistent symptom in patients with idiopathic pulmonary fibrosis (IPF) and other interstitial lung diseases (ILDs). To inform future research, treatment and care models, we conducted the first systematic synthesis of evidence on its associated burden. METHODS: A literature search was performed for articles published between January 2010 and October 2023 using databases including Embase, MEDLINE and the Cochrane Library. Studies in patients with IPF and other ILDs reporting cough-related measures were eligible for inclusion. Included studies were categorised based on the types of ILD they examined and their design. Study details, patient characteristics and outcomes were extracted, and the risk of bias was assessed. A narrative synthesis approach was employed to interpret the findings. RESULTS: Sixty-one studies were included: 33 in IPF, 18 in mixed-ILDs, six in connective tissue disease-associated-ILDs and four in sarcoidosis. Across the studies, a range of tools to assess cough and its impact were used. The most frequently used measures of cough were cough severity visual analogue scale (VAS) and objective cough counts, whereas the most frequently used health-related quality of life (HRQoL)/impact measures were the St. George's Respiratory Questionnaire (SGRQ) and Leicester Cough Questionnaire (LCQ). In IPF, studies consistently reported correlations between various cough and HRQoL measures, including between cough VAS scores and objective cough counts, LCQ scores and SGRQ scores. Similar correlations were observed in studies in other ILDs, but data were more limited. Qualitative studies in both IPF and other ILDs consistently highlighted the significant cough-related burden experienced by patients, including disruption of daily activities, fatigue and social embarrassment. Although there were no studies specifically investigating the economic burden of cough, one study in patients with fibrotic ILD found cough severity was associated with workplace productivity loss. CONCLUSIONS: Our study underscores the heterogeneity in assessing cough and its impact in IPF and other ILDs. The findings confirm the negative impact of cough on HRQoL in IPF and suggest a comparable impact in other ILDs. Our synthesis highlights the need for standardised assessment tools, along with dedicated studies, particularly in non-IPF ILDs and on the economic burden of cough.


Subject(s)
Cost of Illness , Cough , Idiopathic Pulmonary Fibrosis , Lung Diseases, Interstitial , Humans , Cough/diagnosis , Cough/physiopathology , Cough/epidemiology , Idiopathic Pulmonary Fibrosis/diagnosis , Idiopathic Pulmonary Fibrosis/epidemiology , Idiopathic Pulmonary Fibrosis/physiopathology , Lung Diseases, Interstitial/diagnosis , Lung Diseases, Interstitial/epidemiology , Lung Diseases, Interstitial/physiopathology , Quality of Life
10.
Lung ; 202(5): 561-568, 2024 Oct.
Article in English | MEDLINE | ID: mdl-39085518

ABSTRACT

PURPOSE: We determined the cough counts and their variability in subjects with persistent cough for 30 days. METHODS: The Hyfe cough tracker app uses the mobile phone microphone to monitor sounds and recognizes cough with artificial intelligence-enabled algorithms. We analyzed the daily cough counts including the daily predictability rates of 97 individuals who monitored their coughs over 30 days and had a daily cough rate of at least 5 coughs per hour. RESULTS: The mean (median) daily cough rates varied from 6.5 to 182 (6.2 to 160) coughs per hour, with standard deviations (interquartile ranges) varying from 0.99 to 124 (1.30 to 207) coughs per hour among all subjects. There was a positive association between cough rate and variability, as subjects with higher mean cough rates (OLS) have larger standard deviations. The accuracy of any given day for predicting all 30 days is the One Day Predictability for that day, defined as the percentage of days when cough frequencies fall within that day's 95% confidence interval. Overall Predictability was the mean of the 30-One Day Predictability percentages and ranged from 95% (best predictability) to 30% (least predictability). CONCLUSION: There is substantial within-day and day-to-day variability for each subject with persistent cough recorded over 30 days. If confirmed in future studies, the clinical significance and the impact on the use of cough counts as a primary end-point of cough interventions of this variability need to be assessed.


Subject(s)
Cough , Humans , Cough/physiopathology , Cough/diagnosis , Male , Female , Middle Aged , Adult , Time Factors , Mobile Applications , Algorithms , Longitudinal Studies , Aged , Predictive Value of Tests , Artificial Intelligence
11.
Respir Med ; 231: 107739, 2024 Sep.
Article in English | MEDLINE | ID: mdl-39029808

ABSTRACT

BACKGROUND: Chronic cough affects around 10 % of the general adult population, impairing all aspects of quality of life. RESEARCH QUESTION: What are the Leicester Cough Questionnaire's psychometric properties? STUDY DESIGN AND METHODS: Electronic searches of PubMed, CINAHL, and ScienceDirect databases were conducted from inception until October 1rst 2022. All full-text articles, published in French or English, aimed at evaluating the LCQ's content validity or psychometric properties were included. The COSMIN Risk of Bias checklist was applied to assess their methodological quality and results. Results were qualitatively summarised and rated by a modified GRADE approach. RESULTS: 40 studies were included accounting for 8731 adults, subject to cough or a respiratory condition. Chronic cough (>8 weeks) was the most represented. The LCQ's total score is relevant and comprehensible for the assessment of the impact of cough on QoL. The original 3-factor model showed a satisfactory model fit. Good convergent validity was found for the total and physical domain scores. These scores demonstrate good internal consistency and test retest reliability, with some variability noted and they are responsive to change. Recent estimates of MID thresholds were 1.7 and 0.4 for total and domain scores respectively. The quality of the studies is globally poor. INTERPRETATION: The LCQ is a valid outcome to assess the intra-individual impact of cough on QoL and to detect large changes in quality of life mainly in a short-term clinical trial setting. CLINICAL TRIAL REGISTRATION: The protocol was registered with PROSPERO (CRD42022355191).


Subject(s)
Cough , Psychometrics , Quality of Life , Cough/psychology , Cough/diagnosis , Humans , Psychometrics/methods , Surveys and Questionnaires/standards , Chronic Disease , Reproducibility of Results , Adult , Male , Female
12.
Ther Adv Respir Dis ; 18: 17534666241257166, 2024.
Article in English | MEDLINE | ID: mdl-38888181

ABSTRACT

People with chronic cough (a cough lasting more than 8 weeks) are often referred to different specialists and undergo numerous diagnostic tests, but clear guidance is lacking. This work summarizes a consensus (an agreement) among medical specialists who are involved in managing people with chronic cough: primary care physicians (family doctors), pulmonologists (doctors who specialize in lung conditions), allergists (medical professionals specializing in allergies) and ear, nose and throat (ENT) specialists. They discussed how to perform a basic assessment of people with chronic cough in primary care (day-to-day healthcare given by a general practitioner or family doctor) and how to refer them to different specialists based on clinical findings or test results.


Subject(s)
Cough , Primary Health Care , Referral and Consultation , Humans , Cough/diagnosis , Cough/physiopathology , Chronic Disease , Consensus , Specialization , Predictive Value of Tests , Chronic Cough
13.
BMC Pulm Med ; 24(1): 269, 2024 Jun 05.
Article in English | MEDLINE | ID: mdl-38840152

ABSTRACT

INTRODUCTION: Post-reflux swallow-induced peristaltic wave index (PSPWI) and mean nocturnal baseline impedance (MNBI) are novel parameters reflect esophageal clearance capacity and mucosal integrity. They hold potential in aiding the recognition of gastroesophageal reflux-induced chronic cough (GERC). Our study aims to investigate their diagnostic value in GERC. METHODS: This study included patients suspected GERC. General information and relevant laboratory examinations were collected, and final diagnosis were determined following guidelines for chronic cough. The parameters of multichannel intraluminal impedance-pH monitoring (MII-pH) in patients were analyzed and compared to explore their diagnostic value in GERC. RESULTS: A total of 186 patients were enrolled in this study. The diagnostic value of PSPWI for GERC was significant, with the area under the working curve (AUC) of 0.757 and a cutoff value of 39.4%, which was not statistically different from that of acid exposure time (AET) (p > 0.05). The combined diagnostic value of AET > 4.4% and PSPWI < 39.4% was superior to using AET > 4.4% alone (p < 0.05). Additionally, MNBI and distal MNBI also contributed to the diagnosis of GERC, with AUC values of 0.639 and 0.624, respectively. AET > 4.4% or PSPWI < 39.4% is associated with a 44% reduction in missed diagnoses of non-acid GERC compared to AET > 6.0% or symptom association probability (SAP) ≥ 95%, and may be more favorable for identifying GERC. CONCLUSION: The diagnostic value of PSPWI for GERC is comparable to that of AET. Combining PSPWI < 39.4% or AET > 4.4% can improve the diagnostic efficiency by reducing the risk of missed diagnoses in cases where non-acid reflux is predominant. Distal MNBI and MNBI can serve as secondary reference indices in the diagnosis of GERC.


Subject(s)
Cough , Deglutition , Electric Impedance , Esophageal pH Monitoring , Gastroesophageal Reflux , Peristalsis , Humans , Gastroesophageal Reflux/diagnosis , Gastroesophageal Reflux/physiopathology , Male , Female , Middle Aged , Cough/physiopathology , Cough/diagnosis , Peristalsis/physiology , Deglutition/physiology , Adult , Aged , Chronic Disease , Esophagus/physiopathology , ROC Curve , Area Under Curve
14.
BMC Pediatr ; 24(1): 296, 2024 May 03.
Article in English | MEDLINE | ID: mdl-38702638

ABSTRACT

BACKGROUND: Cough variant asthma (CVA) is one of the most common causes of chronic cough in children worldwide. The diagnosis of CVA in children remains challenging. This study aimed to assess the diagnostic utility of impulse oscillometry (IOS) pulmonary function in children with CVA. METHODS: This study included children aged 4 to 12 years diagnosed with CVA who underwent IOS pulmonary function and bronchodilation (BD) tests. A control group of healthy children was matched. Pre- and post-BD IOS parameters were recorded and presented as mean ± standard deviation or median. Receiver operating characteristic (ROC) curves were plotted, and the area under the curve (AUC) was calculated to evaluate the discriminatory potential of the IOS parameters for diagnosing CVA. RESULTS: A total of 180 patients with CVA and 65 control subjects were included. The baseline IOS parameters in the CVA group, except X5%pred, were significantly greater compared to the control group. After inhalation of salbutamol sulfate, all IOS parameters improved significantly in the CVA group. However, Z5%pred, R5%pred, and R20%pred remained greater in the CVA group compared to the control group. The improvement rates of IOS parameters in the CVA group significantly surpassed those in the control group. The ROC curve results for pre-BD IOS parameters and the improvement rate during the BD test showed that the combinations of pre-Z5%pred+△Z5% and pre-R5%pred+△R5% achieved the highest AUC value of 0.920 and 0.898, respectively. The AUC values of these combined parameters surpassed those of individual ones. CONCLUSIONS: This study highlights that children with CVA exhibit greater IOS parameters compared to healthy children. The changes in IOS parameters during the BD test provided valuable diagnostic information for CVA, and the combination of various parameters can help pediatricians accurately identify CVA in children.


Subject(s)
Cough-Variant Asthma , Oscillometry , Child , Child, Preschool , Female , Humans , Male , Albuterol , Bronchodilator Agents , Case-Control Studies , Cough/etiology , Cough/diagnosis , Cough-Variant Asthma/diagnosis , Cough-Variant Asthma/physiopathology , Oscillometry/methods , Respiratory Function Tests/methods , ROC Curve
15.
PLoS One ; 19(5): e0302651, 2024.
Article in English | MEDLINE | ID: mdl-38743758

ABSTRACT

Since the COVID-19, cough sounds have been widely used for screening purposes. Intelligent analysis techniques have proven to be effective in detecting respiratory diseases. In 2021, there were up to 10 million TB-infected patients worldwide, with an annual growth rate of 4.5%. Most of the patients were from economically underdeveloped regions and countries. The PPD test, a common screening method in the community, has a sensitivity of as low as 77%. Although IGRA and Xpert MTB/RIF offer high specificity and sensitivity, their cost makes them less accessible. In this study, we proposed a feature fusion model-based cough sound classification method for primary TB screening in communities. Data were collected from hospitals using smart phones, including 230 cough sounds from 70 patients with TB and 226 cough sounds from 74 healthy subjects. We employed Bi-LSTM and Bi-GRU recurrent neural networks to analyze five traditional feature sets including the Mel frequency cepstrum coefficient (MFCC), zero-crossing rate (ZCR), short-time energy, root mean square, and chroma_cens. The incorporation of features extracted from the speech spectrogram by 2D convolution training into the Bi-LSTM model enhanced the classification results. With traditional futures, the best TB patient detection result was achieved with the Bi-LSTM model, with 93.99% accuracy, 93.93% specificity, and 92.39% sensitivity. When combined with a speech spectrogram, the classification results showed 96.33% accuracy, 94.99% specificity, and 98.13% sensitivity. Our findings underscore that traditional features and deep features have good complementarity when fused using Bi LSTM modelling, which outperforms existing PPD detection methods in terms of both efficiency and accuracy.


Subject(s)
Cough , Neural Networks, Computer , Tuberculosis, Pulmonary , Humans , Cough/diagnosis , Tuberculosis, Pulmonary/diagnosis , Male , Female , Adult , Middle Aged , COVID-19/diagnosis , Aged , Sensitivity and Specificity
16.
Ter Arkh ; 96(3): 228-232, 2024 Apr 16.
Article in Russian | MEDLINE | ID: mdl-38713036

ABSTRACT

AIM: To evaluate the possibility of using spectral analysis of cough sounds in the diagnosis of a new coronavirus infection COVID-19. MATERIALS AND METHODS: Spectral toussophonobarography was performed in 218 patients with COVID-19 [48.56% men, 51.44% women, average age 40.2 (32.4; 51.0)], in 60 healthy individuals [50% men, 50% women, average age 41.7 (32.2; 53.0)] with induced cough (by inhalation of citric acid solution at a concentration of 20 g/l through a nebulizer). The recording was made using a contact microphone located on a special tripod at a distance of 15-20 cm from the face of the subject. The resulting recordings were processed in a computer program, after which spectral analysis of cough sounds was performed using Fourier transform algorithms. The following parameters of cough sounds were evaluated: the duration of the cough act (ms), the ratio of the energy of low frequencies (60-600 Hz) to the energy of high frequencies (600-6000 Hz), the frequency of the maximum energy of the cough sound (Hz). RESULTS: After statistical processing, it was found out that the parameters of the cough sound of COVID-19 patients differ from the cough of healthy individuals. The obtained data were substituted into the developed regression equation. Rounded to integers, the resulting number had the following interpretation: "0" - there is no COVID-19, "1" - there is COVID-19. CONCLUSION: The technique showed high levels of sensitivity and specificity. In addition, the method is characterized by sufficient ease of use and does not require expensive equipment, therefore it can be used in practice for timely diagnosis of COVID-19.


Subject(s)
COVID-19 , Cough , SARS-CoV-2 , Humans , Cough/diagnosis , Cough/etiology , Cough/physiopathology , COVID-19/diagnosis , Female , Male , Adult , Middle Aged , Sound Spectrography/methods
19.
J Asthma ; 61(10): 1165-1180, 2024 Oct.
Article in English | MEDLINE | ID: mdl-38634718

ABSTRACT

OBJECTIVE: Current monitoring methods of asthma, such as peak expiratory flow testing, have important limitations. The emergence of automated acoustic sound analysis, capturing cough, wheeze, and inhaler use, offers a promising avenue for improving asthma diagnosis and monitoring. This systematic review evaluated the validity of acoustic biomarkers in supporting the diagnosis of asthma and its monitoring. DATA SOURCES: A search was performed using two databases (PubMed and Embase) for all relevant studies published before November 2023. STUDY SELECTION: 27 studies were included for analysis. Eligible studies focused on acoustic signals as digital biomarkers in asthma, utilizing recording devices to register or analyze sound. RESULTS: Various respiratory acoustic signal types were analyzed, with cough and wheeze being predominant. Data collection methods included smartphones, custom sensors and digital stethoscopes. Across all studies, automated acoustic algorithms achieved average accuracy of cough and wheeze detection of 88.7% (range: 61.0 - 100.0%) with a median of 92.0%. The sensitivity of sound detection ranged from 54.0 to 100.0%, with a median of 90.3%; specificity ranged from 67.0 to 99.7%, with a median of 95.0%. Moreover, 70.4% (19/27) studies had a risk of bias identified. CONCLUSIONS: This systematic review establishes the promising role of acoustic biomarkers, particularly cough and wheeze, in supporting the diagnosis of asthma and monitoring. The evidence suggests the potential for clinical integration of acoustic biomarkers, emphasizing the need for further validation in larger, clinically-diverse populations.


Subject(s)
Asthma , Cough , Respiratory Sounds , Humans , Asthma/diagnosis , Asthma/physiopathology , Respiratory Sounds/diagnosis , Cough/diagnosis , Biomarkers/analysis , Acoustics , Algorithms , Sensitivity and Specificity
20.
Respir Med ; 227: 107642, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38670318

ABSTRACT

OBJECTIVE: To implement subjective methods for measuring the impact of chronic cough on patients' daily life, including an Italian version of the symptom-specific, health status measure for patients with chronic cough, i.e. the Leicester Cough Questionnaire (LCQ). METHODS: Sixty-five chronic cough patients attended a tertiary cough clinic on two separate occasions 8 weeks apart. The visual analogue scale for cough severity (VAS), the LCQ and the cough disturbance score (CDS) were administered on both occasions. The LCQ was adapted for Italian conditions following a forward-backward translation procedure. Concurrent validation, internal consistency, repeatability and responsiveness were determined. RESULTS: The CDS, VAS and LCQ were correlated (r coefficients ranging from 0.69 to 0.94, p < 0.01). The internal consistency for each LCQ domain was high (alpha coefficient range 0.87-0.93), as was the 8-week repeatability of the LCQ in the patients (n = 36, 60 %) who displayed no change in CDS and VAS (intra-class correlation coefficient = 0.86, p < 001) over the same period. Patients who reported an improvement in CDS and VAS after 8 weeks (n = 29) also demonstrated significant improvements in each LCQ domain. The mean difference in LCQ total score before and after improvements was 2.26 (95 % CI: 1.58-4.47). CONCLUSIONS: The Italian version of the LCQ appears to be just as valid as the other language versions of the questionnaire. In addition, the CDS appears to be a clinically useful, symptom-specific measure of the overall disturbance provoked by cough.


Subject(s)
Cough , Severity of Illness Index , Humans , Cough/diagnosis , Chronic Disease , Male , Female , Surveys and Questionnaires , Italy , Middle Aged , Aged , Adult , Reproducibility of Results , Quality of Life , Health Status , Chronic Cough
SELECTION OF CITATIONS
SEARCH DETAIL