Differences in pulmonary nodular consolidation features among drug-sensitive pulmonary tuberculosis and multidrug/extensively-resistant pulmonary tuberculosis: a multi-national multi-center study
Original Article

Differences in pulmonary nodular consolidation features among drug-sensitive pulmonary tuberculosis and multidrug/extensively-resistant pulmonary tuberculosis: a multi-national multi-center study

Sheng-Nan Tang1#, Xi-Ling Huang1,2,3#, Alena Skrahina4, Qiu-Ting Zheng5, Aleh Tarasau4, Dzmitri Klimuk4, Sofia Alexandru6, Valeriu Crudu6,7, Michael Harris8, Darrell E. Hurt8, Irada Akhundova9, Zaza Avaliani10,11, Sergo Vashakidze10,12, Natalia Shubladze10, Guang-Ping Zheng13, Xiao-Hui Bao13, Andrei Alexandru Muntean14,15, Irina Strambu16, Dragos-Cosmin Zaharia15,16, Eugenia Ghita16, Miron Bogdan16, Roxana Munteanu16, Victor Spinu16, Alexandra Cristea16, Catalina Ene16, Valery Kirichenko17, Eduard Snezhko17, Vassili Kovalev17, Alexander Tuzikov17, Andrei Gabrielian8, Alex Rosenthal8, Pu-Xuan Lu5#, Aliaksandr Skrahin4,18#, Yì Xiáng J. Wáng1# ORCID logo

1Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, Hong Kong SAR, China; 2Department of Ultrasonic Medicine, West China Second University Hospital of Sichuan University, Chengdu, China; 3Key Laboratory of Birth Defects and Related Diseases of Women and Children (Sichuan University), Ministry of Education, Chengdu, China; 4Republican Scientific and Practical Centre of Pulmonology and Tuberculosis, Minsk, Republic of Belarus; 5Shenzhen Center for Chronic Disease Control, Shenzhen, China; 6Institute of Pneumology, Chisinau, Republic of Moldova; 7Nicolae Testemitanu State University of Medicine and Pharmacy, Republic of Moldova; 8Office of Cyber Infrastructure and Computational Biology, National Institute of Allergy and Infectious Diseases, National Institutes of Health, Bethesda, Maryland, USA; 9Scientific Research Institute of Lung Diseases, Ministry of Health, Baku, Republic of Azerbaijan; 10The National Center for Tuberculosis and Lung Diseases, Tbilisi, Republic of Georgia; 11Department of Medicine, European University, Tbilisi, Georgia; 12Department of Medicine, The University of Georgia, Tbilisi, Georgia; 13Department of Radiology, The Third People’s Hospital of Shenzhen, Shenzhen, China; 14The “Cantacuzino” National Military Medical Institute for Research and Development, Bucharest, Romania; 15The “Carol Davila” University of Medicine and Pharmacy, Bucharest, Romania; 16Marius Nasta Pneumophtisiology Institute, Ministry of Health, Bucharest, Romania; 17United Institute of Informatics Problems, National Academy of Sciences of Belarus, Minsk, Republic of Belarus; 18Belarusian State Medical University, Minsk, Republic of Belarus

Contributions: (I) Conception and design: YXJ Wáng; (II) Administrative support: M Harris, DE Hurt, V Kirichenko, E Snezhko, V Kovalev, A Tuzikov, A Gabrielian, A Rosenthal, PX Lu; (III) Provision of study materials or patients: A Skrahina, QT Zheng, A Tarasau, D Klimuk, S Alexandru, V Crudu, I Akhundova, Z Avaliani, S Vashakidze, N Shubladze, GP Zheng, XH Bao, I Strambu, D Zaharia, A Muntean, E Ghita, M Bogdan, R Mindru, V Spinu, A Sora, C Ene, PX Lu, A Skrahin; (IV) Collection and assembly of data: SN Tang, XL Huang, A Gabrielian, A Rosenthal, PX Lu, A Skrahin; (V) Data analysis and interpretation: SN Tang, XL Huang, A Gabrielian, YXJ Wáng; (VI) Manuscript writing: All authors; (VII) Final approval of manuscript: All authors.

#These authors contributed equally to this work.

Correspondence to: Yì Xiáng J. Wáng, MD. Department of Imaging and Interventional Radiology, Faculty of Medicine, The Chinese University of Hong Kong, 30-32 Ngan Shing Street, Shatin, New Territories, Hong Kong SAR, China. Email: yixiang_wang@cuhk.edu.hk; Aliaksandr Skrahin, MD. Republican Scientific and Practical Centre of Pulmonology and Tuberculosis, Dolginovsky Tract, 157, Minsk 220080, Republic of Belarus; Belarusian State Medical University, Minsk, Republic of Belarus. Email: aliaksandr.skrahin@gmail.com; Pu-Xuan Lu, MD. Shenzhen Center for Chronic Disease Control, No. 2021 Buxin Road, Shenzhen 518001, China. Email: lupuxuan@126.com.

Background: Pulmonary nodular consolidation (PN) may represent an imaging sign potentially useful in differentiating multidrug-resistant (MDR) pulmonary tuberculosis (PTB) from drug-sensitive (DS) tuberculosis (TB) on chest computed tomography (CT). This study aims to confirm the difference in PN features between DS and MDR patients.

Methods: Eastern European (Belarus, Moldova, Romania, Azerbaijan, and Georgia) patient data were obtained from the NIAID TB (National Institute of Allergy & Infectious Diseases Tuberculosis) Portals Program registered before January 2019. Chinese patients were obtained from Shenzhen, China, treated between April 2017 and February 2019. There were in total 244 DS cases (222 new patients and 22 previously treated patients), 344 MDR cases (188 new patients and 156 previously treated patients), 155 extensively drug-resistant (XDR) TB cases (36 new patients and 119 previously treated patients). The first CT scan’s images were used. A PN was defined as rounded or oval with a relatively clear boundary measuring between 6 and 30 mm in diameter. Calcified lesions in the lungs, as a sign of chronicity, were also recorded.

Results: In new patients, there was no difference in lung lesion calcification prevalence among DS (16.1%) and MDR (15.0%). In previously treated patients, lung calcification prevalence was 38.5% for DS, 48.3% for MDR, and 52.8% for XDR. For new patients, the PN prevalence was higher for MDR/XDR cases than for DS cases (around 70% vs. around 39%). PN prevalence increased for DS cases from around 39% for new patients to 59% for treated patients, but the increases for MDR/XDR cases were minimal. For new patients, the mean PN number for positive cases was DS: 2.38, MDR: 2.89, XDR: 2.72. For treated cases, the mean PN number for positive cases was DS: 2.54, MDR: 3.91, XDR: 4.99. For both new patients and treated patients, PN No. ≥3 had a specificity of around 85% suggesting the diagnosis of XDR/XDR. The number of lung fields with PN lesion was higher for MDR cases than for DS cases. PN lesions were even more widely spread in XDR cases than in MDR cases. Additional analysis of recent literature suggests that a trend may exist in the frequency of lung lesions: DS < RR (rifampicin-resistant) < MDR < XDR.

Conclusions: MDR/XDR patients exhibit significantly higher PN prevalence and more extensive pulmonary involvement compared to DS patients and which is not totally determined by disease history length, suggesting that PN characteristics could serve as imaging biomarkers for drug resistance assessment.

Keywords: Differential diagnosis; pulmonary tuberculosis (PTB); drug-sensitive (DS); multidrug-resistant (MDR); extensively drug-resistant TB (XDR TB)


Submitted Apr 25, 2025. Accepted for publication Jul 25, 2025. Published online Sep 16, 2025.

doi: 10.21037/jtd-2025-832


Highlight box

Key findings

• Multidrug-resistant (MDR)/extensively drug-resistant (XDR) pulmonary tuberculosis (PTB) patients exhibit significantly higher lung nodule prevalence and more extensive pulmonary involvement compared to drug-sensitive (DS) PTB patients and which is not totally determined by disease history length.

What is known and what is new?

• Prevalence of lung nodule is higher among MDR/XDR PTB patients than among DS PTB patients.

• A trend exists that the frequency of selected lung lesions is ‘drug-sensitive pulmonary tuberculosis < rifampicin-resistant pulmonary tuberculosis < multidrug-resistant/extensively drug-resistant pulmonary tuberculosis’.

What is the implication, and what should change now?

• In PTB patients, when lung nodule number is ≥3, then a possible diagnosis of drug-resistance should be suggested with an overall specificity of around 85%.


Introduction

The emergence of drug-resistant (DR) tuberculosis (TB) increases the burden of TB control. Multidrug-resistant (MDR) TB refers to TB infection resistant to at least two first-line anti-TB drugs, isoniazid and rifampicin. Extensively drug-resistant (XDR) TB is defined as TB that has evolved resistance to rifampin and isoniazid, as well as to any member of the quinolone family and at least one of the second-line injectable drugs: kanamycin, amikacin, and capreomycin. Of all MDRs, XDR accounts for 4–20% of these infections (1-3). When resistant mutants arise during treatment with anti-TB drugs, it is considered as acquired resistance (previously treated MDR-TB). Patients infected with an already drug-resistant strain develop primary resistance (new MDR-TB), which is observed in newly diagnosed TB patients. It has been estimated that globally 3.5% (which can be much higher in some regions) of newly diagnosed TB patients, and 20.5% of previously treated patients, are MDR-TB (1,4). There have been interests to use chest imaging as a supporting tool to suggest the diagnosis of drug-resistant (DR) [DR in this article refers to rifampicin-resistant (RR) pulmonary TB, MDR pulmonary TB, and XDR pulmonary TB] (5). A number of published articles described the potential chest imaging feature differences between drug-sensitive (DS) and DR (5-17). It has been suggested that MDR cases tend to have more extensive disease, more likely to be bilateral, to have pleural involvement, to have bronchiectasis, and to have lung volume loss (5). XDR overall appears even more aggressive than MDR, with a greater number of cavities, larger cavities, and cavities of thicker wall (5,15). However, these signs alone are considered not sufficient for the differential diagnosis of MDR/XDR from DS (5). Moreover, there have been concerns that reported radiological feature differences between DS and MDR are confounded by that MDR cases tend to have a longer history prior to being diagnosed as MDR, thus the radiological features shown in MDR may not be intrinsic to MDR pathology. The variation in imaging manifestations across the studies could be a consequence of differential time intervals between disease onset and chest imaging (5).

Based on earlier literature and our own initial data (7,18,19), we hypothesized that pulmonary nodular consolidation (PN) represents a potential imaging sign useful in differentiating DR from DS, and conducted two studies (20,21). In the ‘Dalian study’ conducted in 2022 (20), we analysed the lung CT feature differences of DS vs. DR patients from a well-defined urban region in Dalian, China. There were 33 consecutive new DR cases (inclusive of RR and MDR cases), with 19 cases having a history of <1 month and 8 and 6 cases having a history of 1–6 and >6 months respectively. To pair the MDR cases according to the disease history length, disease history length matched 33 DS patients were included. The first computed tomography (CT) exams prior to treatment were analyzed. It was found that, compared with DS cases, DR cases had a higher prevalence of PN (75.76% vs. 45.45%) and a higher number of PN per positive case for PN (6.2 vs. 1.53). In the ‘Guangzhou study’ conducted in China in 2024 (21), we retrieved CT data of consecutive new DR cases (n=46, inclusive of RR and MDR cases), and according to the electronic case archiving system records, the TB history was ≤3 months till the first CT scan was taken. To pair the MDR-pulmonary tuberculosis (PTB) cases with assumed equal disease history length, we retrieved data of 46 DS patients. PN prevalence was slightly higher among DR cases than among DS cases (69.6% vs. 63.0%). For positive cases, DR cases had a higher PN number than DS cases (mean number of positive cases: 2.63 vs. 2.28). To further study the potential differences of the lung imaging feature PN between DS and DR, hereby we carry out an additional study, analyzing a large number of DS, MDR, and XDR cases collected from multiple nations. We present this article in accordance with the STROBE reporting checklist (available at https://jtd.amegroups.com/article/view/10.21037/jtd-2025-832/rc).


Methods

Data resource

All Eastern European TB patient data were from the NIAID (National Institute of Allergy & Infectious Diseases, USA) TB Portals Program (TBPP, https://tbportals.niaid.nih.gov/) dataset (all patients registered in the database before January 2019 and with lung CT data) (22). In this article, eastern European countries refer to Belarus, Moldova, Romania, Azerbaijan, and Georgia. Chinese patients were obtained from the Third People’s Hospital of Shenzhen and the Shenzhen Center for Chronic Disease Control, Shenzhen, China, treated between April 2017 and February 2019. The study was approved by ethics boards of the Third People’s Hospital of Shenzhen and the Shenzhen Center for Chronic Disease Control. Informed consent was not needed due to the retrospective nature of this study. We excluded patients with unsatisfactory images or without drug susceptibility test (DST). We also excluded patients with human immunodeficiency virus (HIV) (+) status, as patients with compromised immunofunction have been noted to have altered t chest CT presentations (5,17). Finally, 743 eligible patients from six countries (489 men and 254 women, mean age, 40.0±14.8 years) were included in our study. According to the history of the previous anti-TB treatment, the patients were categorized into new cases (446 cases) and previously treated cases (297 cases). The Chinese patients were all new cases. For new patients, the interval days between the first CT chest scan and anti-TB treatment starting date were recorded, and the new patients were further classified into three groups: (I) the first CT was done before anti-TB treatment; (II) the first CT was done after anti-TB treatment started but the interval between CT scan and treatment initiation was ≤14 days; (III) the first CT was done after ant-TB treatment started and the interval was >14 days. The patient enrolment process and patient baseline are shown in Figure 1 and Table 1.

Figure 1 PTB patient data utilized in the current study. CT, computed tomography; CT after tr, first CT scan was acquired after the anti-TB treatment started; CT before tr, first CT scan was acquired before the anti-TB treatment started; DS, drug-sensitive; DST, drug susceptibility test; HIV, human immunodeficiency virus; MDR, multidrug-resistant; pts, patients; PTB, pulmonary tuberculosis; pre-treated, previously treated; TB, tuberculosis; tr, anti-TB treatment; tr-CT, the interval time in days between the anti-TB treatment initiation and the first CT scan was acquired; XDR, extensively drug-resistant.

Table 1

Source of the pulmonary tuberculosis cases analyzed in this study

Variables Groups Total (n=743)
DS (n=244) MDR (n=344) XDR (n=155)
Gender
   Male 148 232 109 489
   Female 96 112 46 254
Age (years) 40.1±16.7* 40.0±14.2* 40.0±12.9* 40.0±14.8
Country
   China 108 26 1 135
   Azerbaijan 12 15 4 31
   Belarus 111 223 122 456
   Georgia 1 2 0 3
   Moldova 1 12 2 15
   Romania 11 66 26 103
Treatment
   New cases 222 188 36 446
   Previously treated 22 156 119 297

Data are presented as mean ± standard deviation or n. *, P=0.98. Data are from Eastern European countries (NIH-NIAID database, https://tbportals.niaid.nih.gov/) and Shenzhen, China. DS, drug-sensitive; MDR, multidrug resistant; XDR, extensively drug resistant.

Chest CT reading

For all the patients, the first CT scan images were used and read initially in consensus by two radiology trainees (S.N.T. and X.L.H.) both with over 2 years’ experience in chest image reading. The reading results were then double-checked case-by-case by a specialist radiologist (Y.X.J.W.). Consensus was achieved for the final reading results. This study focused on the CT feature of PN. As described earlier (20,21), a PN was rounded or oval with a relatively clear boundary measuring between 6 and 30 mm in diameter. The number was counted for each patient. The diameter for each nodular consolidation (NC) was measured on axial CT images showing the largest size. Aggregation of smaller nodules (<6 mm) was not counted as a nodular consolidation. When a nodule and a cavity coexist, we consider it to be a thick wall cavity when the cavity accounts for more than 60 per cent of the volume of the nodule; otherwise, we consider it a nodule combined with cavity. Examples of the PN are shown in Figure 2. Cases with apparent calcified lesions in the lungs were also recorded. Location of each NC was also recorded based on the natural anatomy of lung lobes. In addition to the comparison of PN features among DS, MDR, and XDR patients, a comparison was made between DS patients from China and DS patients from Eastern Europe. This study was conducted in accordance with the Declaration of Helsinki and its subsequent amendments.

Figure 2 Examples of chest PN in tuberculosis patients with maximum diameter labeled (A-T). (B) The lower nodule with dotted line was not counted because the diameter did not reach 6 mm. In (J) and (Q), cavitation is present within the nodule, but no more than 60%, so it is still counted as nodules. (R) A nodule adjacent to a thick-walled cavity. PN, pulmonary nodular consolidation.

Statistical analysis

Data analysis was processed using GraphPad Software (GraphPad Software Inc., San Diego, CA, USA). Categorical and continuous variables were analyzed by the Chi-squared test and Mann-Whitney U test, respectively. A two-sided P value <0.05 was considered statistically significant, >0.1 as not significant, and between 0.05 and 0.1 as with a trend of significance. Receiver operating characteristic (ROC) curve analysis was used to determine the diagnostic performance, reporting the area under the ROC and optimal cut-off values with sensitivity and specificity.


Results

The PN prevalences were the same between Chinese DS patients and Eastern European DS cases (Figure 3). The mean PN number was slightly and statistically non-significantly higher among Eastern European patients than among Chinese patients (Figure 3). However, calcification on lung CT was also slightly more common among Eastern European cases than among Chinese patients (16.2% vs. 13.9%), suggesting the higher PN number among Eastern European cases could be due to those Eastern European cases had a longer disease history.

Figure 3 DS patient comparison of Eastern European cases and Chinese cases for PN prevalence according to PN number per positive case (A) and the lung calcification prevalence (B). The prevalence of PN is similar between Eastern European cases, however, for the positive cases, a trend is noted that Eastern European had higher PN number per case (A). The prevalence of lung calcification is slightly higher among Eastern European patients (B), which suggests that the Eastern European patients might have had a longer disease history. Overall, this graph shows the CT data of Eastern European patients and Chinese patients are broadly comparable. CT, computed tomography; DS, drug-sensitive; PN, pulmonary nodular consolidation.

For the new DS cases, the PN prevalence and mean PN number per PN positive case were almost the same for cases without anti-TB treatment, cases with ≤14 days anti-TB treatment, and all new DS cases, being slightly over 39% for prevalence and 2.40 for mean PN number (Table 2, Figure 4). For the new DR cases, the PN prevalences were almost the same for cases without anti-TB treatment, cases with ≤14 days anti-TB treatment, and all new DR cases, being around 71%. Mean PN number per PN positive case was slightly higher for DR cases with >14 days anti-TB treatment, but there was little difference for new DR cases without treatment and new cases with ≤14 days anti-TB treatment (Table 2, Figure 4). Therefore, in the following analysis, the treatment history was not considered for new patients.

Table 2

Comparison between different treatment subgroups for new patients

New cases DS MDR + XDR P value
CT before treatment, 301 (67.5%) 172 129
   Prevalence 68 (39.53%) 92 (71.32%) <0.001
   Number 0.90
    Mean 2.38 2.65
    Median 1.5 2
   Diameter (mm) 0.60
    Mean 11.50 12.09
    Median 10.93 11.51
CT before (n=172) and CT after treated for ≤14 days, 330 (74.0%) 185 145
   Prevalence 73 (39.46%) 102 (70.34%) <0.001
   Number 0.10
    Mean 2.36 2.59
    Median 2 2
   Diameter (mm) 0.90
    Mean 11.60 12.01
    Median 10.96 11.46
All cases, 446 (100%) 222 224
   Prevalence 87 (39.13%) 158 (70.54%) <0.001
   Number 0.03
    Mean 2.38 2.87
    Median 2 2
   Diameter (mm) 0.55
    Mean 11.78 11.82
    Median 11.10 11.15

, based on nodule-positive cases. Within new cases, we also recorded the interval between CT chest scan and regimen start date. In 67.5% (301/446) of new cases, CT was done before treatment. And in 74.0% (330/446) of cases, the interval between CT and treatment did not exceed 2 weeks. CT, computed tomography; DS, drug-sensitive; MDR, multidrug resistant; XDR, extensively drug resistant.

Figure 4 A comparison for new patients with first CT image taken (I) before anti-TB treatment (≤0 pts), (II) with anti-TB treatment ≤14 days (≤14 d pts); (III) all-inclusive new patients. (A) The mean number of PN per PN positive patient was nearly the same regardless of the treatment status. (B) The comparison of PN number for PN positive DS patients with first CT image taken before anti-TB treatment (n=68) and with anti-TB treatment ≤14 days (n=73). X-axis in B is the ranked patient order. CT, computed tomography; d, day; DS, drug-sensitive; MDR, multidrug-resistant; PN, pulmonary nodular consolidation; pt, patient; TB, tuberculosis; XDR, extensively drug-resistant.

The prevalence, mean number and diameter of PN for DS and DR cases are shown in Table 3 and Figures 5,6. For new patients, the PN prevalence was higher for DR cases than for DS cases (around 70% vs. around 39%). PN prevalence increased for DS cases from around 39% for new patients to 59% for treated patients, but the increases for MDR/XDR cases were minimal. For new patients, the median PN numbers for positive cases were the same for DS and DR cases (=2/PN positive case), while the mean PN number for positive cases was slightly higher for DR cases (DS =2.38, MDR =2.89, XDR =2.72). For treated cases, the median PN number for positive cases was higher for XDR cases (=3/PN positive case), while the mean PN number for positive cases was higher for DR cases and being even higher for XDR cases (DS =2.54, MDR =3.91, XDR =4.99). For new patients, there was no difference in TB lesion calcification between DS cases and MDR cases. For previously-treated patients, TB lesion calcification was more prevalent in DR cases (DS =38.5%, MDR =48.3%, XDR =52.8%, Table 3), suggesting that the severity of PN lesion could be partially explained by that the DR patients had a longer disease history.The ROC analysis results for using PN numbers to suggest a diagnosis for DR are shown in Table 4. For new patients, PN No. ≥2 had a specificity of around 79.3% and a sensitivity of 45.5% suggesting the diagnosis of MDR/XDR. For both new patients and treated patients, PN No. ≥3 had a specificity of around 85% suggesting the diagnosis of XDR/XDR. For new patients, PN No. ≥4 had a specificity of >95.5 % suggesting the diagnosis of MDR/XDR.The lung field distribution of PN is shown in Table 5. For both DS and DR patients, PN was most commonly seen in the upper right lobe. The number of lung fields with PN lesion was higher for DR cases than for DS cases. PN was more commonly seen in the lower lobes for DR cases than for DS cases. DR cases were more likely to have bilateral PN lesions. PN lesions were even more widely spread in XDR cases than in MDR cases.

Table 3

Prevalence, numbers and diameter of PN

Groups DS MDR XDR P value P value§
New cases 222 188 36
   Prevalence 87 (39.19%) 133 (70.74%) 25 (69.44%) <0.001 0.88
   Number 0.03 0.82
    Mean 2.38 2.89 2.72
    Median 2 2 2
   Diameter (mm) 0.59 >0.99
    Mean 11.78 11.86 11.61
    Median 11.10 11.26 10.64
   Calcification 14 (16.09%) 20 (15.04%) 3 (12.00%) 0.83 0.70
Previously-treated cases 22 156 119
   Prevalence 13 (59.09%) 116 (74.36%) 89 (74.79%) 0.13 0.94
   Number 0.23 0.05
    Mean 2.54 3.91 4.99
    Median 2 2 3
   Diameter (mm) 0.04 0.40
    Mean 12.72 10.86 11.10
    Median 12.75 10.10 10.50
   Calcification 5 (38.46%) 56 (48.28%) 47 (52.81%) 0.50 0.52
All cases 244 344 155
   Prevalence 100 (40.98%) 249 (72.38%) 114 (73.55%) <0.001 0.79
   Number 0.001 0.008
    Mean 2.40 3.37 4.49
    Median 2 2 3
   Diameter (mm) 0.03 0.94
    Mean 11.90 11.39 11.21
    Median 11.13 10.51 10.57
   Calcification 19 (19.00%) 76 (30.52%) 50 (43.86%) 0.03 0.01

Chi-squared test was used in the comparison of prevalence and calcification percentage, and Mann-Whitney U test was used in the comparison of number and diameter. , based on nodule-positive cases; , comparison between DS and MDR; §, comparison between MDR and XDR. DS, drug-sensitive; MDR, multidrug resistant; PN, pulmonary nodular consolidation; XDR, extensively drug resistant.

Figure 5 Prevalence of PN (A1,A2) and number of PN per PN positive case among DS and among DR patients (B1,B2: scatter plots; C1,C2: median and 95% CI; D1,D2: mean and SD). For DS cases, previously treated patients have higher PN prevalence while this difference between DR cases was minimal. The mean PN number was higher among DR cases, and this is more apparent with previously treated XDR patients. CI, confidence interval; DR, drug-resistant; DS, drug-sensitive; MDR, multidrug-resistant; PN, pulmonary nodular consolidation; SD, standard deviation; XDR, extensively drug-resistant.
Figure 6 Prevalence of PN of certain sizes in DS, MDR, and XDR patients. X-axis: NC diameter in mm. Y-axis: percentage prevalence of PN number of ≥1 (A), ≥2 (B), ≥3 (C), and ≥4 (D). Compared with DR cases, fewer DS patients had PN ≥2. DR, drug-resistant; DS, drug-sensitive; MDR, multidrug-resistant; NC, nodular consolidation; PN, pulmonary nodular consolidation; XDR, extensively drug-resistant.

Table 4

Receiver operating characteristic analysis results for distinguishing drug-resistant pulmonary tuberculosis

PN number Patient category Specificity (%) (95% CI) Sensitivity (%) (95% CI)
≥2 New cases 79.3 (73.3 to 84.4) 45.5 (38.9 to 52.3)
   CT before tr 80.2 (73.5 to 85.9) 46.5 (37.7 to 55.5)
   tr-CT ≤14 d 80.0 (73.5 to 85.5) 44.83 (36.6 to 53.3)
Previously-treated cases 59.1 (36.4 to 79.3) 59.3 (53.2 to 65.1)
All cases 77.5 (71.7 to 82.5) 53.1 (48.6 to 57.6)
≥3 New cases 89.2 (84.3 to 92.9) 27.2 (21.5 to 33.6)
   CT before tr 87.8 (81.9 to 92.3) 25.6 (18.3 to 34.0)
   tr-CT ≤14 d 88.1 (82.6 to 92.4) 25.5 (18.6 to 33.4)
Previously-treated cases 81.8 (59.7 to 94.8) 41.8 (35.9 to 47.9)
All cases 88.5 (83.8 to 92.2) 35.3 (31.1 to 39.6)
≥4 New cases 95.5 (91.9 to 97.8) 17.0 (12.3 to 22.5)
   CT before tr 95.6 (91.0 to 98.0) 15.5 (9.7 to 22.9)
   tr-CT ≤14 d 95.1 (91.0 to 97.8) 14.5 (9.2 to 21.3)
Previously-treated cases 86.4 (65.1 to 97.1) 30.9 (25.5 to 36.7)
All cases 94.7 (91.1 to 97.1) 24.7 (20.9 to 28.7)
≥5 New cases 97.8 (94.8 to 99.3) 11.2 (7.4 to 16.0)
   CT before tr 97.7 (94.2 to 99.4) 9.3 (4.9 to 15.7)
   tr-CT ≤14 d 97.8 (94.6 to 99.4) 8.3 (4.3 to 14.0)
Previously-treated cases 86.4 (65.1 to 97.1) 24.0 (19.1 to 29.5)
All cases 96.7 (93.6 to 98.6) 18.2 (14.9 to 21.9)

CI, confidence interval; CT, computed tomography; PN, pulmonary nodular consolidation; TB, tuberculosis; tr, treatment; tr-CT, the interval between the anti-TB regimen started date and CT scan date (in days, d).

Table 5

PN distribution pattern in PN positive cases

Groups DS MDR XDR
New cases 87 133 25
   Upper left 34.48 (30/87) 40.60 (54/133) 44.00 (11/25)
   Upper right 51.72 (45/87) 50.38 (67/133) 60.00 (15/25)
   Middle right 2.3 (2/87) 0 0
   Lower left 22.99 (20/87) 22.56 (30/133) 36.00 (9/25)
   Lower right 18.39 (16/87) 27.82 (37/133) 68.00 (17/25)
   Lung fields 1.30±0.68 1.50±0.78 1.58±0.85
   Bilateral lungs 16.09 (14/87) 22.56 (30/133) 40.00 (10/25)
Previously-treated cases 13 116 89
   Upper left 46.15 (6/13) 53.45 (62/116) 51.69 (46/89)
   Upper right 61.54 (8/13) 61.21 (71/116) 55.06 (49/89)
   Middle right 0 4.31 (5/116) 2.25 (2/89)
   Lower left 23.08 (3/13) 31.03 (36/116) 35.96 (32/89)
   Lower right 23.08 (3/13) 36.21 (42/116) 33.71 (30/89)
   Lung fields 1.54±0.93 1.74±0.91 1.96±0.94
   Bilateral lungs 30.77 (4/13) 37.07 (43/116) 43.82 (39/89)
All cases 100 249 114
   Upper left 36.00 (36/100) 46.59 (116/249) 50.00 (57/114)
   Upper right 53.00 (53/100) 55.42 (138/249) 56.14 (64/114)
   Middle right 2.00 (2/100) 2.01 (5/249) 1.75 (2/114)
   Lower left 23.00 (23/100) 26.51 (66/249) 35.96 (41/114)
   Lower right 19.00 (19/100) 31.73 (79/249) 41.23 (47/114)
   Lung fields 1.33±0.72 1.62±0.86†,‡ 1.85±0.93
   Bilateral lungs 18.00 (18/100)§ 29.32 (73/249)§,¶ 42.98 (49/114)

Data are presented as % (n/N) or mean ± standard deviation. , P=0.001; , P=0.02; §, P=0.03; , P=0.01. DS, drug-sensitive; MDR, multidrug resistant; PN, pulmonary nodular consolidation; XDR, extensively drug resistant.


Discussion

Since the publication of our earlier systematic review in 2018 (5), more articles on potential lung imaging feature differences between DS and MDR have been published. Most of these articles suggest a trend that the more extensive lesions seen with DR patients were also associated with a longer TB disease history of DR patients than that of DS patients, and this was more so with XDR patients. In a CT study conducted in China, Li et al. (23) studied 212 patients with MDR and 180 patients with DS. Previously treated patients accounted for 75.9% of the MDR cases and 35.0% of the DS cases. The duration of previous anti-TB treatment (months) was 8.0±12.0 for MDR cases and 1.0±2.0 for DS cases. The presence of cavities was seen in 74.1% of the MDR cases and 47.8% of the DS cases. Thick-walled cavities were seen in 34.9% of the MDR cases and 16.7% of the DS cases. Destroyed lungs were seen in 20.3% of the MDR cases and 7.8% of the DS cases. In a chest radiograph study in Indonesia, Zuhriyyah et al. (24) compared the chest radiograph findings of children (<18 years old) with 38 DS patients and 31 DR patients (RR =6, MDR =20, pre-XDR =4, XDR =1). More children with DR were classified as severe TB (50% DR vs. 19% DS). Cavity was observed in 29% (9/31) of DR patients, while in only 2% (2/38) of DS patients. In DR patients, 89% (8/31) of the cavity positive patients had multiple cavities. ‘Consolidation’ was observed in 68% (21/31) of DR patients, while in only 18% (7/38) of DS patients. Calcification was observed in 23% (7/31) of DR patients, while in only 5% (2/38) of DS patients. Fibrosis, a sign for chronicity, was observed in 42% (13/31) of DR patients, while in only 13% (5/38) of DS patients. The higher prevalences of calcification and fibrosis suggest that DR patients had a longer TB disease history. In a CT study conducted in Indonesia with 36 DS and 34 MDR patients, Messah et al. (25) reported a higher number of multiple cavity cases (cavity number >3, n=25 in MDR and n=11 in DS), a bigger diameter of cavity (median 38 mm in MDR and 17.5 mm in DR), and a thicker cavity wall (median 6 mm for MDR and 4.5 mm for DS), seen in MDR patients than in DS patients. In the meantime, bronchiectasis, a sign of chronicity, is more common in MDR patients (88.2%) than in DS patients (58.3%). Fibrosis distribution was also wider among MDR patients than among DS patients. In a CT study conducted in Korea, Shin et al. (26) investigated 90 patients with new MDR patients and 90 age- and sex-matched patients with new DS. Fibrotic scar was noted in 46.7% of MDR patients and in 36.7% of DS patients. Bronchiectasis was noted in 32.2% of MDR patients and in 20% of DS patients. These data also suggest that their MDR patients had longer TB disease history. Segmental to lobar consolidation (63.3% vs. 35.6%), cavity in consolidation (35.6% vs. 15.6%), cavitary nodule or mass (51.1% vs. 37.8%), and bilateral involvement (64.4% vs. 38.9%) were all more frequent in patients with MDR than in those with DS. In a CT study conducted in Iran, Mehrian et al. (27) compared CT findings of MDR (n=28) and XDR (n=17) patients. Patients with XDR had more parenchymal calcification (64.7% vs. 28.6%), suggesting higher chronicity for XDR cases. Lesions in nodule or mass pattern had a prevalence of 57.1% for MDR cases while 70.6% for XDR-cases. In a CT study conducted in China, Zhang et al. (28) reported a TB cavity prevalence of 76% in their 240 MDR patients. This lung cavity prevalence is high compared to the reported cavity prevalence for DS patients, but consistent with reported lung cavity prevalence for MDR patients (5). In a study on MDR cases in India, Jain et al. (29) described that, with the introduction of molecular diagnostic tools for the upfront diagnosis of all TB cases, there was a substantial reduction in the median time from the onset of symptoms to diagnosis between 2015 and 2020. In 2015, a higher frequency of cases exhibited cavitations, bronchiectasis, and fibrosis on chest radiograph compared to the findings in 2020. A higher occurrence of significantly advanced cases was noted in 2015 in contrast to 2020. The mean cavity size in 2015 measured 6.73 cm, while in 2020 it averaged 4.06 cm. Bronchiectasis was noted in 90% of the 2015 cohort, and in 64.3% of the 2020 cohort. All these reports described in the current paragraph suggest the more extensive lesions seen in MDR patients might be partly due to the fact that they had a longer TB disease history. Most existing literature cannot clearly establish whether MDR patients intrinsically have more extensive pathologies, or the higher prevalence and extent of lung lesions in MDR patients were purely due to MDR cases being associated with a longer disease history and less responsive to first line anti-TB treatment.

With the intent to solve the question discussed above, we have recently conducted two studies to compare lung CT features of DS patients and RR/MDR patients with matched disease history length (20,21). The results of these two studies tentatively suggested that MDR patients intrinsically have more extensive lung pathologies. For the current study, in new patients, there was no difference in lung lesion calcification (a sign of chronicity) prevalence among DS (16.9%), MDR (15.4%), and XDR (12%) patients. In previously treated patients, lung calcification prevalence was 38.5% for DS, 48.6% for MDR, and 52.8% for XDR. Thus, for previously treated cases, a high possibility existed that DR cases have a longer disease history than DS cases. In the current study, for new patients, PN prevalence was around 40% for DS cases while around 70% for DR cases. For previously treated patients, the PN prevalence for MDR was also the same (i.e., 74.4%), however, the PN prevalence for DS cases increased from 40% to 59%. For previously treated patients, it is also noted that XDR cases had a higher PN number per positive case than MDR. Compared with MDR cases, this study shows XDR had similar prevalence of PN, being around 70–75%. Thus, one notable result of the current study is that, despite calcification being slightly more common in DS new patients, PN is more common in MDR/XDR new patients. Overall, it is more likely that the MDR/DS number ratio for PN per positive case would be likely around 1.2–1.5 (Table 6). However, the current study showed there was no difference in PN diameter for DS and DR patients. The number of lung fields with PN lesion was higher for DR cases than for DS cases. DR cases were more likely to have bilateral PN lesions. PN lesions were more widely spread in XDR cases than in MDR cases (Table 5). Overall, the current study further supports our earlier studies that MDR patients intrinsically have more extensive lung pathologies (20,21).

Table 6

Prevalence and mean PN number of PN positive cases for DS, RR, MDR, and XDR patients

Reference Prevalence (%) PN No. PN No. ratio
DS/MDR
DS PN MDR PN XDR PN DS mean MDR mean XDR mean
Song et al. (20) 45.5 75.6 1.53 6.2 4.05
Fang et al. (21) 63.0 69.6 2.3 2.6 1.13
Current study, new pts 39.2 70.7 69.4 2.4 3.0 2.7 1.25
Current study, treated pts§ 59.1 74.4 74.8 2.5 3.9 5.0 1.56

, TB disease history matched for DS patients and RR/MDR patients, MDR included RR patients; , new pts, lung lesion calcifications seen in 16.1% for DS, 15.04% for MDR, and 12.0% for XDR; §, previously treated pts, lung lesion calcification seen in 38.4% for DS, 48.3% for MDR, and 52.8% for XDR. DS, drug-sensitive; MDR, multidrug resistant; PN, pulmonary nodular consolidation; pts, patients; RR, rifampicin-resistant; XDR, extensively drug resistant.

To further clarify whether DR patients are associated with more extensive lung lesions, another analysis approach is to compare the lung imaging features among DS, RR, MDR, and XDR patients (Table 7). In our ‘Dalian study’ in China, there were 21 DS patients, 11 RR patients and 7 MDR patients with a disease history of <1 month. Median PN and cavity numbers for DS patients with a disease history of <1 month (n=21) were 0 and 1 (mean number: 0.53 and 1.2) respectively; median PN and cavity numbers for RR cases were 2 and 1 (mean number: 1.54 and 2.36) respectively; median PN and cavity number for MDR cases were 3 and 3 (mean number: 4 and 4), respectively [re-analyzed with raw data from (20)]. In a chest radiograph study conducted in Pakistan by Saifullah et al. (30), cavity was seen in 13.6% (27/198) of the DS patients, 35.2% (62/176) of the RR patents, 87.2% (170/195) of the MDR patients, and 90.9% (10/11) of the XDR patients. Among their patients, 75.3% of the DS were new patients, and 9.1%, 9.2%, and 9.1% of the RR, MDR, and XDR were new patients respectively. It is interesting to note that, though no major difference in history was identified between RR patients and MDR/XDR patients, RR patients had a much lower cavity prevalence than MDR/XDR patients (Table 7). In a chest radiograph conducted in Uganda, Oriekot et al. (31) analyzed chest radiograph findings of 139 DS and 26 RR TB cases. Consolidations were in 74.8% of DS patients and 88.5% of RR patients. Cavities were seen in 38.1% of DS patients and 46.2% of RR patients. For these patients, chronicity signs of fibrotic bands and bronchiectasis were slightly more prevalent in DS patients (30.9% and 31.7%) than in RR patients (26.9% and 23.1%). Taken together, the findings above suggest that, regardless of disease history, RR patients had less frequent PN and cavity lesions than MDR/XDR patients. For the lung lesion extent, the current study shows, DS had less lesion distribution than MDR even for new patients (Table 5), where the frequency of the chronicity sign of calcification is not lower among DS patients (16.09% for new DS patients, 15.04% for new MDR patients). XDR also had more lesion distribution than MDR for new patients (Table 5), where the frequency of the chronicity sign of calcification is not higher among XDR patients (15.04% for new MDR patients, 12.0% for new XDR patients). These results suggest that a trend may indeed exist that the frequency of some radiological features is DS < RR < MDR/XDR.

Table 7

A comparison of DS, RR, MDR, and XDR patients in lung cavity prevalence, and a trend is noted that the cavity prevalence is: DS < RR < MDR/XDR

Data sources DS RR MDR XDR
Song et al. (20), mean CT cavity No. per case 1.29 2.36 4
Fang et al. (21), CT cavity prevalence 54.5% 66.7%
Saifullah et al. (30), radiograph cavity prevalence 13.6% 35.2%§ 87.2%§ 90.9%§
Oriekot et al. (31), radiograph cavity prevalence 38.1% 46.2%

, all with disease history <1 month; , all with disease history ≤3 months; §, similar disease history profiles among RR, MDR, and XDR; , slight more chronicity signs seen for DS patients than for RR patients (31). CT, computed tomography; DS, drug-sensitive; MDR, multidrug resistant; RR, rifampicin-resistant; XDR, extensively drug resistant.

The general perception of many practicing radiologists is that there is no chest imaging feature difference between DS and MDR patients, and it is impossible to differentiate MDR from DS based on chest imaging. This study shows, consistent with our earlier results (20,21), PN number ≥3 offers reasonable specificity, being around 85%, for suggesting the diagnosis of MDR, though the corresponding sensitivity is low (being around 30%). The strength of this study is that the data were from multi-national multi-centers with relatively large sample sizes, particularly the sample size for XDR patients was unusually large. One limitation of the current study is that it was not possible for us to precisely quantify the disease history length for each patient. On the other hand, it is also possible that our sample may represent the real-world scenario we might encounter. Disease history length is a subjective measure by patients themselves. Patients from rural/remote areas might only present to the hospital until their discomforts reach a certain degree, or their discomforts have protracted for a long period of time. This study only investigated one particular sign of chest CT assumed related to DR status of TB patients, i.e., PN, other CT features, such as cavity prevalence, cavity size, and cavity wall thickness, will be further investigated in further studies.


Conclusions

In conclusion, this multi-national multi-center study further supports the earlier observation that the prevalence of PN is higher among MDR/XDR patients than among DS patients. In this study, among DS patients, PN prevalence was increased in previously treated patients than in new patients. When PN number is ≥3, then a possible diagnosis of DR should be suggested with an overall specificity of around 85%. This study further supports the notion that we should consider patient disease history length when analyzing the chest CT features of TB patients.


Acknowledgments

None.


Footnote

Reporting Checklist: The authors have completed the STROBE reporting checklist. Available at https://jtd.amegroups.com/article/view/10.21037/jtd-2025-832/rc

Data Sharing Statement: Available at https://jtd.amegroups.com/article/view/10.21037/jtd-2025-832/dss

Peer Review File: Available at https://jtd.amegroups.com/article/view/10.21037/jtd-2025-832/prf

Funding: None.

Conflicts of Interest: All authors have completed the ICMJE uniform disclosure form (available at https://jtd.amegroups.com/article/view/10.21037/jtd-2025-832/coif). Y.X.J.W. serves as an unpaid editorial board member of Journal of Thoracic Disease from April 2024 to June 2026. The other authors have no conflicts of interest to declare.

Ethical Statement: The authors are accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved. This study was conducted in accordance with the Declaration of Helsinki and its subsequent amendments. The study was approved by ethics boards of the Third People’s Hospital of Shenzhen and the Shenzhen Center for Chronic Disease Control. Informed consent was not needed due to the retrospective nature of this study.

Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0/.


References

  1. World Health Organization. Global Tuberculosis Report 2019. Available online: https://www.who.int/publications/i/item/9789241565714
  2. Raviglione MC, Smith IM. XDR tuberculosis--implications for global public health. N Engl J Med 2007;356:656-9. [Crossref] [PubMed]
  3. Aziz MA, Wright A, Laszlo A, et al. Epidemiology of antituberculosis drug resistance (the Global Project on Anti-tuberculosis Drug Resistance Surveillance): an updated analysis. Lancet 2006;368:2142-54. [Crossref] [PubMed]
  4. World Health Organization. Global tuberculosis report. 2014. Available online: https://apps.who.int/iris/handle/10665/137094
  5. Wáng YXJ, Chung MJ, Skrahin A, et al. Radiological signs associated with pulmonary multi-drug resistant tuberculosis: an analysis of published evidences. Quant Imaging Med Surg 2018;8:161-73. [Crossref] [PubMed]
  6. Song Q, Guo X, Zhang L, et al. New Approaches in the Classification and Prognosis of Sign Clusters on Pulmonary CT Images in Patients With Multidrug-Resistant Tuberculosis. Front Microbiol 2021;12:714617. [Crossref] [PubMed]
  7. Huang XL, Skrahin A, Lu PX, et al. Prediction of multiple drug resistant pulmonary tuberculosis against drug sensitive pulmonary tuberculosis by CT nodular consolidation sign. bioRxiv preprint 2019 https://doi.org/10.1101/833954
  8. Chuchottaworn C, Thanachartwet V, Sangsayunh P, et al. Risk Factors for Multidrug-Resistant Tuberculosis among Patients with Pulmonary Tuberculosis at the Central Chest Institute of Thailand. PLoS One 2015;10:e0139986. [Crossref] [PubMed]
  9. Chung MJ, Lee KS, Koh WJ, et al. Drug-sensitive tuberculosis, multidrug-resistant tuberculosis, and nontuberculous mycobacterial pulmonary disease in nonAIDS adults: comparisons of thin-section CT findings. Eur Radiol 2006;16:1934-41. [Crossref] [PubMed]
  10. Kim HC, Goo JM, Lee HJ, et al. Multidrug-resistant tuberculosis versus drug-sensitive tuberculosis in human immunodeficiency virus-negative patients: computed tomography features. J Comput Assist Tomogr 2004;28:366-71. [Crossref] [PubMed]
  11. Kim SH, Min JH, Lee JY. Radiological Findings of Primary Multidrug-resistant Pulmonary Tuberculosis in HIV-seronegative Patients. Hong Kong J Radiol 2014;17:4-8.
  12. Yeom JA, Jeong YJ, Jeon D, et al. Imaging findings of primary multidrug-resistant tuberculosis: a comparison with findings of drug-sensitive tuberculosis. J Comput Assist Tomogr 2009;33:956-60. [Crossref] [PubMed]
  13. Kim W, Lee KS, Kim HS, et al. CT and microbiologic follow-up in primary multidrug-resistant pulmonary tuberculosis. Acta Radiol 2016;57:197-204. [Crossref] [PubMed]
  14. Cha J, Lee HY, Lee KS, et al. Radiological findings of extensively drug-resistant pulmonary tuberculosis in non-AIDS adults: comparisons with findings of multidrug-resistant and drug-sensitive tuberculosis. Korean J Radiol 2009;10:207-16. [Crossref] [PubMed]
  15. Cheon H. Comparison of CT findings of between MDR-TB and XDR-TB: A propensity score matching study. Imaging Med 2017;9:125-129.
  16. Lee ES, Park CM, Goo JM, et al. Computed tomography features of extensively drug-resistant pulmonary tuberculosis in non-HIV-infected patients. J Comput Assist Tomogr 2010;34:559-63. [Crossref] [PubMed]
  17. Fishman JE, Sais GJ, Schwartz DS, et al. Radiographic findings and patterns in multidrug-resistant tuberculosis. J Thorac Imaging 1998;13:65-71. [Crossref] [PubMed]
  18. Sulistijawati RS, Icksan AG, Lolong DB, et al. Thoracic Radiography Characteristics of Drug Sensitive Tuberculosis and Multi Drug Resistant Tuberculosis: A Study of Indonesian National Tuberculosis Prevalence Survey. Acta Medica (Hradec Kralove) 2019;62:24-9. [Crossref] [PubMed]
  19. Flores-Treviño S, Rodríguez-Noriega E, Garza-González E, et al. Clinical predictors of drug-resistant tuberculosis in Mexico. PLoS One 2019;14:e0220946. [Crossref] [PubMed]
  20. Song QS, Zheng CJ, Wang KP, et al. Differences in pulmonary nodular consolidation and pulmonary cavity among drug-sensitive, rifampicin-resistant and multi-drug resistant tuberculosis patients: a computerized tomography study with history length matched cases. J Thorac Dis 2022;14:2522-31. [Crossref] [PubMed]
  21. Fang WJ, Tang SN, Liang RY, et al. Differences in pulmonary nodular consolidation and pulmonary cavity among drug-sensitive, rifampicin-resistant and multi-drug resistant tuberculosis patients: the Guangzhou computerized tomography study. Quant Imaging Med Surg 2024;14:1010-21. [Crossref] [PubMed]
  22. Gabrielian A, Engle E, Harris M, et al. TB DEPOT (Data Exploration Portal): A multi-domain tuberculosis data analysis resource. PLoS One 2019;14:e0217410. [Crossref] [PubMed]
  23. Li CH, Fan X, Lv SX, et al. Clinical and Computed Tomography Features Associated with Multidrug-Resistant Pulmonary Tuberculosis: A Retrospective Study in China. Infect Drug Resist 2023;16:651-9. [Crossref] [PubMed]
  24. Zuhriyyah SA, Nugraha HG, Setiabudi D, et al. Chest X-Ray Comparison Between Drug-Resistant and Drug-Sensitive Pulmonary Tuberculosis in Children. Clin Respir J 2024;18:e70010. [Crossref] [PubMed]
  25. Messah ADV, Darmiati S, Rumende CM, et al. Correlation between Gene polymorphism levels of serum matrix metalloproteinases with cavitary features and pulmonary fibrosis of the Patient tuberculosis multi-drug resistance using high-resolution computerized tomography of the Thorax. Heliyon 2024;10:e33671. [Crossref] [PubMed]
  26. Shin HS, Choi DS, Na JB, et al. Low pectoralis muscle index, cavitary nodule or mass and segmental to lobar consolidation as predictors of primary multidrug-resistant tuberculosis: A comparison with primary drug sensitive tuberculosis. PLoS One 2020;15:e0239431. [Crossref] [PubMed]
  27. Mehrian P, Farnia P, Jalalvand D, et al. Computerised tomography scan in multi-drug-resistant versus extensively drug-resistant tuberculosis. Pol J Radiol 2020;85:e39-44. [Crossref] [PubMed]
  28. Zhang F, Zhang Y, Yang Z, et al. The impact of maximum cross-sectional area of lesion on predicting the early therapeutic response of multidrug-resistant tuberculosis. J Infect Public Health 2025;18:102628. [Crossref] [PubMed]
  29. Jain S, Sarin R, Vinay V, et al. To investigate the impact of revised diagnostic algorithm on presentation of multidrug-resistant tuberculosis cases at a referral centre in India. J Family Med Prim Care 2024;13:4432-7. [Crossref] [PubMed]
  30. Saifullah A, Mallhi TH, Khan YH, et al. Evaluation of risk factors associated with the development of MDR- and XDR-TB in a tertiary care hospital: a retrospective cohort study. PeerJ 2021;9:e10826. [Crossref] [PubMed]
  31. Oriekot A, Sereke SG, Bongomin F, et al. Chest X-ray findings in drug-sensitive and drug-resistant pulmonary tuberculosis patients in Uganda. J Clin Tuberc Other Mycobact Dis 2022;27:100312. [Crossref] [PubMed]
Cite this article as: Tang SN, Huang XL, Skrahina A, Zheng QT, Tarasau A, Klimuk D, Alexandru S, Crudu V, Harris M, Hurt DE, Akhundova I, Avaliani Z, Vashakidze S, Shubladze N, Zheng GP, Bao XH, Muntean AA, Strambu I, Zaharia DC, Ghita E, Bogdan M, Munteanu R, Spinu V, Cristea A, Ene C, Kirichenko V, Snezhko E, Kovalev V, Tuzikov A, Gabrielian A, Rosenthal A, Lu PX, Skrahin A, Wáng YXJ. Differences in pulmonary nodular consolidation features among drug-sensitive pulmonary tuberculosis and multidrug/extensively-resistant pulmonary tuberculosis: a multi-national multi-center study. J Thorac Dis 2025;17(10):7498-7514. doi: 10.21037/jtd-2025-832

Download Citation