Analysis of the Results of Treatment of Destructive Pulmonary Tuberculosis and Possibilities of Prediction of its Outcomes
Purpose of the study: Analyze the results of chemotherapy for destructive forms of pulmonary tuberculosis and develop a method for predicting its outcomes. The analysis of long-term results of treatment was carried out in 296 patients with destructive pulmonary TB who were inpatient treatment at the health care institution Grodno Regional Clinical Center "Phthisiology". The design included a randomized, controlled, retrospective, prospective cohort study. In patients with persisting destruction of lung tissue, despite the achievement of abacillation by the end of the intensive phase of chemotherapy, a high proportion of ineffective treatment (28.6-57.4%), transition to fibro-cavernous tuberculosis (16.7-35.3%) was established, amplification of drug resistance, the emergence of widespread drug resistance of M. tuberculosis (up to 38.2%), which causes a decrease in the rate of successful treatment (up to 39.7%) and a high rate of deaths (21.4-33.8%). A method has been developed for predicting the preservation of decay cavities in patients with destructive pulmonary tuberculosis during chemotherapy, according to which the predictors are the clinical form of pulmonary tuberculosis, the number of cavities, the presence of alcohol dependence syndrome, and the duration of abacillation. Based on the results obtained, a regression equation was constructed to predict the possible preservation of decay cavities against the background of chemotherapy: Z = 6.456-4.907 * CF-3.682 * NC-2.169 * ADS-A, where: CF (clinical form) = 0 for infiltrative pulmonary TB in the decay phase; CF = 1 with cavernous; NC (number of decay cavities) = 0 in the presence of 1 decay cavity; NC = 1 in the presence of 2 cavities or more; ADS- alcohol dependence syndrome (0 - no sign, 1 - there is a sign); A = 0 Abacillation received within 3 months; A = 4.115 - 3-4 months; A = 5.189 - 5-6 months; A = 25.249 - in the absence of abacillation. The sensitivity of the method is 97.0%, the specificity is 80.6%. The method makes it possible to substantiate a differentiated approach to complex treatment with the timely use of surgical or collapse therapy methods.
Introduction
At present, the infectious type of pathology dominates in developing countries [1, 2]. Despite the improvement in the epidemiological situation, tuberculosis (TB) poses a significant threat to public health, a disease with profound economic and social consequences. In the modern period, the main problem of phthisiology is the increase in the proportion of drug-resistant TB (DR-TB). In the structure of DR-TB has an important place multiple drug resistance (MDR), extensively drug resistant (XDR) [2].
Modern destructive pulmonary TB in 60 - 70% of cases is caused by DR strains of MBT, and 35 - 40% of patients have a progressive course [3]. Among all forms of TB lung epidemiologically most dangerous fibrocavernous TB (FCN): being the chronic form, it often leads to non-reversible changes in the body, and is accompanied by copious MDR and XDR MBT [4, 5].
“Insufficient effectiveness of treatment of patients with DR-TB is a known fact” [6]. The problem of DR-TB treatment continues to be the most urgent in modern phthisiology for the entire world community, cure rates do not exceed 65% [6, 7].
The achieved results of effective treatment of patients with MDR MBT remain insufficient to improve the epidemic situation. A high proportion of ineffective treatment outcomes creates conditions for the spread of MBT strains with MDR and XDR [6].
According to the WHO, the assessment of treatment outcomes evaluated only the termination of bacteria as epidemiologically this indicator is the most significant. Meanwhile, changes in clinical symptoms, radiological manifestations (healing of decay cavities), as well as restoration of working capacity are extremely important for the patient and reflect the effectiveness of the main course of treatment [1, 8, 5].
The elimination of the cavity is the main condition for cure in destructive pulmonary TB, especially in the case of resistance of the pathogen [9, 10, 11].
The Purpose of the Study
To analyze the results of chemotherapy for destructive forms of pulmonary tuberculosis and develop a method for predicting its outcomes to optimize the treatment of destructive forms of tuberculosis, mainly with MDR MBT.
Material and Methods
Conducted a retrospective analysis of treatment results of 296 patient s with destructive pulmonary TB, were hospitalized at “Grodno Regional Clinical Center “Phthisiology”. The design included a randomized, controlled, retrospective, prospective cohort study.
Statistical processing of the results was carried out using the Statistica for Windows data processing package, version 10.0 and the Excel office application. Differences were considered statistically significant at p <0,05. To build a mathematical forecasting model using the analysis “Logistic regression”, the predictive value of the studied indicators was determined. Having received the final set of the most important variables (predictors), a regression equation was constructed. The calculation of sensitivity, specificity was carried out on the basis of the construction and analysis of ROC- curves.
Criteria for inclusion in a retrospective study_:_ the presence of lung tissue destruction in focal, infiltrative, subacute Disseminated pulmonary TB; tuberculomas; Cavernous TB of the lungs.
Exclusion criteria: tuberculous processes without destruction, miliary, chronic disseminated pulmonary TB, fibrous-cavernous pulmonary TB, cirrhotic pulmonary TB, caseous pneumonia.
The main group (MG) (n = 110) consisted of persons with destructive pulmonary TB who were discharged from the hospital with preserved destruction of lung tissue. Comparison group (n = 81) - persons discharged with the closure of decay cavities. Given the differences in the schemes of chemotherapy (CT), patients were divided into treatment cohorts in 2009 - 2012. (n = 108) (order of the Ministry of Health of the Republic of Belarus dated 12.01.2009 No 11) and the cohort of 2012 - 2015. (n = 83) (order of the Ministry of Health of the Republic of Belarus dated 22.08.2012 No. 939). Each cohort was divided, respectively, into the main group and the comparison group. Patient characteristics are presented in Table 1.
| Indicator name | By the end of 2009–2012. | R | Cohort 2009-2012 gg . | |||||||
|---|---|---|---|---|---|---|---|---|---|---|
| OG - CV + | HS - CV- | OG - CV + | HS - CV- | p | ||||||
| (n = 68) | (n = 40) | (n = 42) | (n = 41) | |||||||
| abs . | % | abs . | % | abs . | % | abs . | % | |||
| Clinical TB | ||||||||||
| infiltrative | 57 | 83.8 | 34 | 85 | > 0.05 | 37 | 88.1 | 37 | 90.3 | > 0.05 |
| cavernous | 8 | 11.8 | 6 | 15 | > 0.05 | 2 | 4.8 | 1 | 2.4 | > 0.05 |
| disseminated | 1 | 1.5 | 0 | 0 | > 0.05 | 3 | 7.1 | 1 | 2.4 | > 0.05 |
| tuberculoma | 2 | 2.9 | 0 | 0 | > 0.05 | 0 | 0 | 2 | 4.9 | > 0.05 |
| Number of cavities | ||||||||||
| 1 cavity | 46 | 67.6 | 32 | 80 | > 0.05 | 35 | 83.3 | 34 | 82.9 | > 0.05 |
| 2 cavities or more | 22 | 32.4 | 8 | 20 | > 0.05 | 7 | 16.7 | 7 | 17.1 | > 0.05 |
| Prevalence | ||||||||||
| limited | 2 | 2.9 | 4 | 15 | <0.05 | 8 | 19.1 | 14 | 34.1 | > 0.05 |
| common | 66 | 97.1 | 36 | 85 | > 0.05 | 34 | 80.9 | 27 | 65.9 | < 0.05 |
| Revealing | ||||||||||
| first identified | 28 | 41.2 | 22 | 55 | > 0.05 | 15 | 35,7 | 22 | 53.7 | > 0.05 |
| re-treated | 40 | 58.8 | 18 | 45 | > 0.05 | 27 | 64.3 | 19 | 46.3 | > 0.05 |
| Aggravating factors | ||||||||||
| came from prison | 8 | 11.8 | 4 | 10 | > 0.05 | 6 | 14.2 | 3 | 7.3 | > 0.05 |
| alcohol addiction | 41 | 60.3 | 25 | 62.5 | > 0.05 | 22 | 52.4 | 18 | 43.9 | > 0.05 |
| With diabetes | 4 | 5.9 | 2 | 5 | > 0.05 | 3 | 7.1 | 5 | 12.2 | > 0.05 |
| several factors | 23 | 33.8 | 13 | 32.5 | > 0.05 | 15 | 35,7 | 11 | 26.8 | > 0.05 |
Table 1: Patient characteristics. Note: p > 0.05 - no significant differences between indicators in pairwise comparison in groups
As shown in Table 1, both cohorts are dominated by males with infiltrative pulmonary TB, widespread tuberculosis, and a high proportion of risk factors. The groups were comparable by age and sex.
Of the 191 patients and with the destructive pulmonary TB (retrospective study) were randomly group was formed - 105, to predict the likelihood of conservation decay cavities on the background of chemotherapy evaluated for its performance in the examination sample (n = 105). These groups were comparable in terms of compared characteristics.
Research Results
The duration of inpatient treatment of patients with MDR MBT, cohort 2009 - 2012, in both groups ranged from 3 to 12 months or more.
| Outcomes | CV + | CV- | p | ||
| n | % | n | % | ||
| Cure | 16 | 23.5 | 25 | 62.5 | <0.05 |
| Treatment completed | 3 | 4.4 | 6 | 15.0 | < 0.05 |
| Successful treatment | 19 | 27.9 | 31 | 77.5 | <0.05 |
| Ineffective treatment | 39 | 57.4 | 3 | 7.5 | <0.05 |
| Death | 0 | 0 | 0 | 0 | - |
| a) from tuberculosis | |||||
| b) from other reasons | 2 | 2.9 | 1 | 2.5 | > 0.05 |
| Loss to follow- up | 8 | 11.8 | 5 | 12.5 | > 0.05 |
Table 2: Thus, the percentage of successful treatment of patients discharged with destruction of lung tissue within 24 months is
Table2: Results of treatment of patients with MDR MBT by 24 months, cohort 2009 – 2012. Note: p - test χ2.
Although there are no significant differences in the length of stay of patients in the hospital, it should be noted that patients discharged with destruction of lung tissue in 17.6% of cases continued treatment for up to 12 months or more. By the time of discharge from the hospital, the abacillation rate in both groups was 100%. The results of treatment of patients of these groups after 24 months are presented in Table 2.
Thus, the percentage of successful treatment of patients discharged with destruction of lung tissue within 24 months is 27.9%, the high rate of ineffective treatment is 57.4%. In patients discharged with closure of decay cavities, the success rate is 77.5%.
When comparing the results of treatment of these two groups of patients, a significant and significant difference is observed: successful treatment within 24 months is, respectively, 27.9 and 77.5% (p <0.05), the frequency of ineffective treatment is 57.4, and 7, 7% (p <0.05).
Long-term results of treatment, at 48 month, data groups of patients were as follows: clinical cure amounted rule 38.2 and 72.7% (p <0.05), mortality, respectively, 36.7 and
7.5% (p <0.05), including death from TB - 30.9 and 5,% (p <0.05), respectively. Progression of the tuberculosis process with subsequent chronicity and development of physical condition - 35.3 and 5.0% (p <0.05).
During the observation period over 4 years in the group of patients with MDR MBT discharged with the destruction of lung tissue in 32 patients (47.1%) had a different character amplification DR: 6 (8.8%) patients with MDR MBT moved in the forward preceding-XDR MBT and 26 (38.2%) developed XDR-MBT. In the group with MDR MBT, discharged with closure of the decay cavities, DR amplification was observed in 2 (5%, p <0.05) patients: in one MDR MBT passed into preceding-XDR, and in one - into XDR MBT.
The length of stay of patients with MDR MBT (cohort 2012-2015) in the hospital is as follows: in the group of those discharged with destruction of lung tissue, 59.5% were in the hospital for up to 8 months, and in the group of those discharged with closure of decay cavities - 68.3 % (p > 0.05), in longer terms, 40.5 and 31.3%, respectively (p> 0.05). The results of treatment of patients with MDR MBT, cohort 2012- 2015, are presented in Table 3.
| Outcomes | CV + | CV- | p | ||
|---|---|---|---|---|---|
| n | % | n | % | ||
| Cure | 16 | 38.1 | 25 | 61.0 | <0.05 |
| Treatment completed | 1 | 2.4 | 4 | 9.8 | > 0.05 |
| Successful treatment | 17 | 40.5 | 29 | 70.7 | <0.05 |
| Ineffective treatment | 12 | 28.6 | 3 | 7.3 | <0.05 |
| Death | 6 | 14.3 | 0 | 0 | <0.05 |
| a) from tuberculosis | |||||
| b) from other reasons | 3 | 7.1 | 4 | 9.8 | > 0.05 |
| Loss to follow- up | 4 | 9.5 | 5 | 12.2 | > 0.05 |
Table 3: Results of treatment of patients with MDR MBT, cohort 2012 - 2015. Note: p - test χ2.
As can be seen from Tables 3, treatment of patients discharged with destruction of lung tissue, was significantly lower. Successful treatment was 40.5%, while in patients with closure of decay cavities - 70.7% ( p <0.05), ineffective treatment was 28.6 and 7.3% (p <0.05), mortality - 9.8 and 21.4% (p <0.05), respectively. In individuals discharged with closure of decay cavities, decreased treatment efficacy is associated with loss to follow-up and death from other causes. Clinical cure after 36 months was 54.7% and 73.1%, respectively ( p <0.05). With continued destruction, mortality was 21.4%, of which 14.3% is death from TB, while when destruction is eliminated - 9.8% is death only from other causes. In 16.7% of cases, the formation of FCT is observed against the absence of this fact when the decay cavities are closed.
DR amplification in the main group was observed in 12 people (28.6%): 8 patients (19.0%) developed preceding- XDR-MBT from MDR and 4 - XDR-MBT (9.5%). In the comparison group, amplification was observed in 3 patients (7.3%, p <0.05), MDR MBT passed into pre-XDR MBT.
These data indicate a significant deterioration in DST results during reactivation of the tuberculous process. The development of XDR-MBT in almost every third patient (9.5- 38.2%) should be considered especially unfavorable. It is known that treatment for XDR-TB is much more difficult, its effectiveness decreases, and the epidemiological danger is much higher.
The results obtained in the main group should be regarded as unsatisfactory (low), taking into account the fact that at the initial (stationary) stage of therapy, the vast majority of bacteria stopped excreting, treatment in the intensive phase was recognized as successful, and they were transferred to the continuation phase. In addition, there were no chronic forms of the disease at the initial stages, i.e., all patients could be considered curable.
After evaluating the available data, we tried to determine predictors of the retention of decay cavities during chemotherapy. Using the analysis “Logistic regression”, the prognostic value of the studied indicators was determined. Initially, logistic regression was performed on the outcome of only one independent parameter. For the analysis, the results of clinical, laboratory, and X-ray studies were taken. Et on were the following: Gender – female, male; Age - up to 20 years old, 20-29 years old, 30-39 years old; The clinical form of tuberculosis is focal in the decay phase, infiltrative in the decay phase cavernous; Cavity diameter - up to 2 cm, 2-4 cm, 4 cm and mor; Number of cavities - 1 cavity, 2 cavities or more; The nature of the destructive changes - the disintegration of the lung tissue, the formed decay cavity, the formed decay cavity; Localization of the cavity - a cavity in the 1-2 segment, a cavity in the 6th segment, a cavity in other segments; The prevalence of the process - a process within 1-2 segments, a process within more than 2 segments; Bacterial excretion - MBT +, MBT-; Drug susceptibility test results - drug susceptibility, mono - resistance, multi - resistance, MDR, XDR; Revealing - re-identified, re-treated; Risk factors - alcohol dependence syndrome (SDA), gastrointestinal tract diseases, arrived from prison, pregnancy and childbirth, diabetes mellitus, chronic nonspecific respiratory diseases, contact, more than 2 years radiographically not examined, several factors at the same time; Work - works, does not work; Terms of abacillation - up to 3 months, 3-4 months, 5-6 months, 7-8 months, 9-12 months, no abacillation.
To assess the role of certain features in the closure decay cavities cohort of patients (n = 105) was divided into 2 groups: the 1st - patients who on the background of chemotherapy (CT), cavity decay persisted (n = 72); 2nd - patients in whom healing of the decay cavity was observed against the background of chemotherapy (n = 33).
The conducted logistic regression allowed the following variables to be included in the model: gender, clinical form of tuberculosis, number of cavities, nature of destructive changes, prevalence of tuberculous process, nature of drug resistance, identification, alcohol dependence syndrome, gastrointestinal tract diseases, diabetes mellitus, contact, presence several risk factors at the same time, the timing of abacillation.
In practical terms, it is important that the set of variables is kept to a minimum. With the help of selection procedures, it was necessary to identify the variables that are most significant in terms of the forecast. Using the method of stepwise regression, we have received a finite set of variables - predictors of conservation with destructive forms of decay cavities in patients with pulmonary TB (Table 4).
| Independent parameter | Regression Equation Parameter (B) | R | The ratio odds (OR) | 95% confidence interval (CI) | |
|---|---|---|---|---|---|
| lower bound | upper bound | ||||
| Clinical form of tuberculosis | -4.907 | 0.006 | 0.007 | 0.000 | 0.250 |
| Two or more cavities | -3.682 | 0.005 | 0.025 | 0.002 | 0.326 |
| Alcohol dependence syndrome | -2.169 | 0.009 | 0.114 | 0.023 | 0.580 |
| Abacillation up to 3 months | 0 | 0.019 | - | - | - |
| Abacillation 3-4 months | 4.115 | 0.008 | 0.016 | 0.001 | 0.348 |
| Abacillation 5-6 months | 5.189 | 0.002 | 0.006 | 0.000 | 0.140 |
| Absence of abacillation | 25,249 | 0 0 09 | 0.000 | 0.000 | - |
| Constant | 6.456 | 0.000 | 636,293 | - | - |
Table 4: Predictors of preservation of decay cavities in patients with destructive pulmonary tuberculosis. Note: p - Wald statist
Thus, the following variables were included in the model: clinical form (CF) of pulmonary TB, the number of decay cavities (NC), the presence of alcohol dependence syndrome (ADS), and the time of abacillation (A). Based on the results obtained, a regression equation was constructed to predict the possible preservation of decay cavities against the background of chemotherapy:
Z = 6.456-4.907 * CF-3.682 * NC-2.169 * ADS - A,
where: CF (clinical form) = 0 for infiltrative pulmonary TB in the decay phase; CF = 1 with cavernous ; NC (number of decay cavities) = 0 in the presence of 1 decay cavity; NC = 1 in the presence of 2 cavities or more; ADS - alcohol dependence syndrome (0 - no sign, 1 - there is a sign); A = 0 Abacillation received within 3 months; A = 4.115 - 3-4 months; A = 5.189 - 5-6 months; A = 25.249 - in the absence of abacillation.
To determine the stability and efficiency of the constructed model, the probability of preserving decay cavities, an assessment of its performance was carried out on the examination sample (n = 105). Evaluation of the effectiveness of treatment was carried out according to the criteria generally accepted in phthisiology - the frequency of abacillation and closure of the decay cavities.
Comparison of the forecast results and the obtained data in the examination sample allowed us to calculate the sensitivity, specificity and predictive value of the model; for this, a contingency table was used (Table 5).
| Group ( n = 105) | Exodus | |
| cavity closed | the cavity did not close | |
| Cavity closes camping | 32 ( The true positive result ) | 14 ( False positive results ) |
| The cavity will not close | 1 ( false negative result ) | 58 ( True negative result ) |
Table 5: A contingency table to assess the sensitivity, specificity and predictive value of the closure model for destructive pul
The sensitivity of the method is 97.0%, the specificity is 80.6%. The predictive value of a positive result is 69.6%, the predictive value of a negative result is 1.69%, and the diagnostic efficiency is 88.8%.
Using ROC -analysis was constructed ROC curve of t and defined point of separation -1.304. When the Z ≥ -1,304 Blog Entries: anticipate closing-cavity disintegration under chemotherapy, if the Z <-1.304 - the collapse of the cavity is closed.
Conclusion
The results obtained indicate a significant decrease in the effectiveness of treatment of patients discharged with the preservation of the destruction of lung tissue, even under the condition of abacillation; high risk of developing FCT (up to 35.3%), amplification of MBT DR, increased mortality from TB (33.8%). In assessing the effectiveness of treatment of patients with destructive pulmonary TB, it is necessary to take into account the closure rate of decay cavities, not being limited to one criterion of abacillation. It is necessary to resolve the issue of using modern surgical methods and / or collapse-forming techniques at earlier stages of treatment, up to 6 months, the feasibility of developing and implementing methods for predicting the likelihood of preserving decay cavities. The results of predicting the possibility of preserving decay cavities against the background of chemotherapy allow a practitioner to use the main predictors of closure of decay cavities in each specific case. This will allow for a short time to predict the possibility of preserving decay cavities with a sensitivity of 97 %, specificity - 80.6% and to determine the tactics of therapy for such patients, the expediency of the timely use of surgical or collapsotherapy methods in the complex treatment of destructive pulmonary TB.
Conflict of Interest: The authors declare that they have no conflicts of interest.
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