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Tan Q, Huang CC, Calderon R, Lecca L, Mendoza M, Rocha GR, Tintaya K, Tovar X, Feng JY, Pan SW, Tseng YH, Huang JR, Zhang Z, Murray MB. Microbiological aspects and clinical impact of lower lung field tuberculosis: An observational cohort study in Peru. Int J Infect Dis 2025; 150:107284. [PMID: 39491717 PMCID: PMC11694351 DOI: 10.1016/j.ijid.2024.107284] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2024] [Revised: 10/17/2024] [Accepted: 10/23/2024] [Indexed: 11/05/2024] Open
Abstract
OBJECTIVES Approximately 40% of tuberculosis (TB) cases remain undiagnosed globally. Lower lung field TB (LLF TB) presents atypically and is often misidentified as other lung diseases, leading to diagnostic delays in resource-limited settings. It may contribute to increased TB transmission and mortality. We aimed to identify microbiological determinants of LLF TB and evaluate treatment responses to optimize care. METHODS We conducted an observational cohort study in Lima, Peru, enrolling adults with microbiologically confirmed pulmonary TB (PTB) diagnosed by GeneXpert MTB/RIF assay or sputum culture. Mycobacterium tuberculosis (MTB) lineage was determined using whole-genome sequencing. Due to the delayed chest radiograph changes in LLF TB compared to non-LLF TB, we measured changes in the St. George's Respiratory Questionnaire (SGRQ) score at 2-month treatment mark and evaluated World Health Organization-specified final treatment outcomes. We used logistic regression to evaluate the associations between LLF TB and microbiological determinants and treatment outcomes. We used linear regression to assess whether the change in SGRQ scores over the first 2 months of treatment varied by LLF TB status. RESULTS Among 1316 PTB patients, 84 (6%) had LLF TB. Compared to non-LLF TB patients, LLF TB patients were more likely to be smear-negative (adjusted odds ratio [aOR] [95% CI] = 2.04 [1.28-3.23], P = 0.002) and to be infected with Lineage 2 (aOR [95% CI] = 1.95 [95% CI: 1.07-3.41; P = 0.024]). People with LLF TB had less improvement in SGRQ scores after 2 months of treatment (adjusted score difference [95% CI] = -6.29 [-10.99 to -1.59], P = 0.009), while they experienced better final outcomes compared to non-LLF TB patients, though this difference did not reach statistical significance (aOR = 0.43 [95% CI: 0.13-1.05], P = 0.103). CONCLUSION Patients with LLF TB are more likely than those with upper lung lesions to be sputum-negative on conventional tests, to be infected with Lineage 2, and to show less clinical improvement after treatment.
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Affiliation(s)
- Qi Tan
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Chuan-Chin Huang
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA; Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | | | - Leonid Lecca
- Partners In Health-Socios En Salud Sucursal, Lima, Peru
| | | | | | - Karen Tintaya
- Partners In Health-Socios En Salud Sucursal, Lima, Peru
| | - Ximena Tovar
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA
| | - Jia-Yih Feng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Sheng-Wei Pan
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Yen-Han Tseng
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Jhong-Ru Huang
- Department of Chest Medicine, Taipei Veterans General Hospital, Taipei, Taiwan; School of Medicine, National Yang Ming Chiao Tung University, Taipei, Taiwan
| | - Zibiao Zhang
- Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA
| | - Megan B Murray
- Department of Global Health and Social Medicine, Harvard Medical School, Boston, MA, USA; Division of Global Health Equity, Department of Medicine, Brigham and Women's Hospital, Boston, MA, USA; Department of Epidemiology, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
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Han D, Chen Y, Li X, Li W, Zhang X, He T, Yu Y, Dou Y, Duan H, Yu N. Development and validation of a 3D-convolutional neural network model based on chest CT for differentiating active pulmonary tuberculosis from community-acquired pneumonia. LA RADIOLOGIA MEDICA 2023; 128:68-80. [PMID: 36574111 PMCID: PMC9793822 DOI: 10.1007/s11547-022-01580-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/21/2022] [Accepted: 12/13/2022] [Indexed: 12/29/2022]
Abstract
PURPOSE To develop and validate a 3D-convolutional neural network (3D-CNN) model based on chest CT for differentiating active pulmonary tuberculosis (APTB) from community-acquired pneumonia (CAP). MATERIALS AND METHODS Chest CT images of APTB and CAP patients diagnosed in two imaging centers (n = 432 in center A and n = 61 in center B) were collected retrospectively. The data in center A were divided into training, validation and internal test sets, and the data in center B were used as an external test set. A 3D-CNN was built using Keras deep learning framework. After the training, the 3D-CNN selected the model with the highest accuracy in the validation set as the optimal model, which was applied to the two test sets in centers A and B. In addition, the two test sets were independently diagnosed by two radiologists. The 3D-CNN optimal model was compared with the discrimination, calibration and net benefit of the two radiologists in differentiating APTB from CAP using chest CT images. RESULTS The accuracy of the 3D-CNN optimal model was 0.989 and 0.934 with the internal and external test set, respectively. The area-under-the-curve values with the 3D-CNN model in the two test sets were statistically higher than that of the two radiologists (all P < 0.05), and there was a high calibration degree. The decision curve analysis showed that the 3D-CNN optimal model had significantly higher net benefit for patients than the two radiologists. CONCLUSIONS 3D-CNN has high classification performance in differentiating APTB from CAP using chest CT images. The application of 3D-CNN provides a new automatic and rapid diagnosis method for identifying patients with APTB from CAP using chest CT images.
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Affiliation(s)
- Dong Han
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000 China
| | - Yibing Chen
- School of Information Science & Technology, Northwest University, Xi’an, 710127 Shaanxi China
| | - Xuechao Li
- Clinical Research Center, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, 712000 China
| | - Wen Li
- Department of Radiology, Baoji Central Hospital, Baoji, 721008 China
| | - Xirong Zhang
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000 China ,College of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, 712000 China
| | - Taiping He
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000 China ,College of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, 712000 China
| | - Yong Yu
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000 China ,College of Medical Technology, Shaanxi University of Chinese Medicine, Xianyang, 712000 China
| | - Yuequn Dou
- Respiratory Department, Affiliated Hospital of Shaanxi University of Chinese Medicine, Xianyang, 712000 China
| | - Haifeng Duan
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000 China
| | - Nan Yu
- Department of Radiology, Affiliated Hospital of Shaanxi University of Chinese Medicine, Weiyang West Rd, Xianyang, 712000, China.
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Symes MJ, Probyn B, Daneshvar C, Telisinghe L. Diagnosing Pulmonary Tuberculosis in the Elderly. CURRENT GERIATRICS REPORTS 2020. [DOI: 10.1007/s13670-020-00319-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
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Natali D, Tran Pham H, Nguyen The H. A Vietnamese woman with a 2-week history of cough. Breathe (Sheff) 2019; 15:55-59. [PMID: 30838060 PMCID: PMC6395992 DOI: 10.1183/20734735.0256-2018] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022] Open
Abstract
A 52-year-old nonsmoker Vietnamese woman without any past medical history presented at the emergency department in May 2018 for a 2-week history of cough. Can you diagnose this case of a Vietnamese woman with a 2-week history of cough?
http://ow.ly/9cIG30n21Pu
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Al Argan RJ, Al Elq AH. Tuberculosis-associated Immune Thrombocytopenia: A Case Report. SAUDI JOURNAL OF MEDICINE & MEDICAL SCIENCES 2019; 6:160-164. [PMID: 30787844 PMCID: PMC6196693 DOI: 10.4103/sjmms.sjmms_140_16] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Various hematological manifestations are known to occur with tuberculosis (TB), but its association with immune thrombocytopenia is uncommon and not well recognized. Here, the case of a 39-year-old male who presented with a history of epistaxis and hematuria is described. The patient was found to have diffuse lymphadenopathy both clinically and radiologically. He was diagnosed with immune thrombocytopenia; however, there was a delay in the diagnosis of TB because of the patient's refusal of lymph node biopsy and late recognition of the association between TB and immune thrombocytopenia. Treatment with steroids without antituberculosis medications may have led to reactivation and dissemination of tuberculous infection in this patient. Later, the patient was readmitted with a suspected community-acquired pneumonia and the sputum smear was positive for acid-fast bacilli. Unfortunately, the patient died after he developed sepsis and multiorgan failure. The purpose of this case report is to highlight this rare combination and create awareness among clinicians to consider TB as an underlying etiology of immune thrombocytopenia, especially if there are other associated physical findings such as the presence of lymphadenopathy.
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Affiliation(s)
- Reem J Al Argan
- Department of Internal Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
| | - Abdulmohsen H Al Elq
- Department of Internal Medicine, College of Medicine, Imam Abdulrahman Bin Faisal University, Dammam, Saudi Arabia
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Nika ER, Mabiala Babela JR, Missambou Mandilou SV, Moyen G. Study of 9 Cases of Tuberculosis Pneumonia in Children at Chu of Brazzaville, Congo. Glob Pediatr Health 2016; 3:2333794X16651512. [PMID: 27336023 PMCID: PMC4905157 DOI: 10.1177/2333794x16651512] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 04/17/2016] [Indexed: 11/23/2022] Open
Abstract
In the Republic of Congo, a country where tuberculosis is endemic, there have not been many reports about tuberculosis pneumonia. This study aimed to describe the epidemiology, clinical features, and outcome of tuberculosis pneumonia in children. This was a retrospective study of 9 cases of children admitted from 2002 to 2015, that is, 0.7 cases per year. The average age was 37 months. The mean delay from the beginning of symptoms to the visit to a medical center was 36 days (range = 4-93 days). Physical examination indicated a pulmonary consolidation in 6 cases. Chest X-ray revealed a unilateral opacity in all cases. Sputum and gastric washing bacilloscopies were positive in all cases, and HIV serology was positive in 2 cases. Therapeutic observance was perfect and the evolution favorable. Tuberculosis pneumonia must be systematically proposed for children under 5 years of age, who present symptoms that are in contrast with the seriousness of chest X-ray injuries.
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Affiliation(s)
| | - Jean Robert Mabiala Babela
- University Hospital Center of Brazzaville, Brazzaville, Republic of Congo; Marien Ngouabi University, Brazzaville, Republic of Congo
| | | | - Georges Moyen
- Marien Ngouabi University, Brazzaville, Republic of Congo
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Shen GH, Tsao TCY, Kao SJ, Lee JJ, Chen YH, Hsieh WC, Hsu GJ, Hsu YT, Huang CT, Lau YJ, Tsao SM, Hsueh PR. Does empirical treatment of community-acquired pneumonia with fluoroquinolones delay tuberculosis treatment and result in fluoroquinolone resistance in Mycobacterium tuberculosis? Controversies and solutions. Int J Antimicrob Agents 2012; 39:201-5. [PMID: 22285045 PMCID: PMC7127649 DOI: 10.1016/j.ijantimicag.2011.11.014] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/12/2011] [Accepted: 11/22/2011] [Indexed: 11/29/2022]
Abstract
The role of fluoroquinolones (FQs) as empirical therapy for community-acquired pneumonia (CAP) remains controversial in countries with high tuberculosis (TB) endemicity owing to the possibility of delayed TB diagnosis and treatment and the emergence of FQ resistance in Mycobacterium tuberculosis. Although the rates of macrolide-resistant Streptococcus pneumoniae and amoxicillin/clavulanic acid-resistant Haemophilus influenzae have risen to alarming levels, the rates of respiratory FQ (RFQ) resistance amongst these isolates remain relatively low. It is reported that ca. 1–7% of CAP cases are re-diagnosed as pulmonary TB in Asian countries. A longer duration (≥7 days) of symptoms, a history of night sweats, lack of fever (>38 °C), infection involving the upper lobe, presence of cavitary infiltrates, opacity in the lower lung without the presence of air, low total white blood cell count and the presence of lymphopenia are predictive of pulmonary TB. Amongst patients with CAP who reside in TB-endemic countries who are suspected of having TB, imaging studies as well as aggressive microbiological investigations need to be performed early on. Previous exposure to a FQ for >10 days in patients with TB is associated with the emergence of FQ-resistant M. tuberculosis isolates. However, rates of M. tuberculosis isolates with FQ resistance are significantly higher amongst multidrug-resistant M. tuberculosis isolates than amongst susceptible isolates. Consequently, in Taiwan and also in other countries with TB endemicity, a short-course (5-day) regimen of a RFQ is still recommended for empirical therapy for CAP patients if the patient is at low risk for TB.
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Affiliation(s)
- Gwan-Han Shen
- Division of Respiratory and Critical Care Medicine, Department of Internal Medicine, Taichung Veterans General Hospital, Taichung, Taiwan
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