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INTERNATIONAL JOURNAL OF GEOMATICS AND GEOSCIENCES
Volume 7, No 3, 2017
© Copyright 2010 All rights reserved Integrated Publishing services
Research article ISSN 0976 – 4380
Submitted on November 2016 published on February 2017 262
Tuberculosis types and its characteristics in Dindigul District – A
Geomedical study using GIS Vimala Vinnarasi J1 and Saravanabavan.V2
1- Research Scholar, Department of Geography, School of Earth and Atmospheric Sciences,
Madurai Kamaraj University, Madurai
1- Assistant Professor, Department of Geography, School of Earth and Atmospheric
Sciences, Madurai Kamaraj University, Madurai
Abstract
Disease means without illness or discomfort. The term disease broadly refers to any condition
that impairs normal function. Commonly this term is used to refer specially to infectious
disease. Tuberculosis (TB) is an infectious disease that has plagued humans. Since the
Neolithic times two organisms causes tuberculosis- Mycobacterium tuberculosis and
Mycobacterium bovis. Physicians in ancient Greece called this illness “phthisis” to reflect is
wasting character. Robert Koch isolated the tubercle bacillus in 1882 and established
tuberculosis as an infectious disease. Tuberculosis disease is classified into three categories-
pulmonary tuberculosis and extra pulmonary tuberculosis, Millary Tuberculosis. Pulmonary
tuberculosis has a chronic infection of the lungs. Extra pulmonary tuberculosis occurs
primarily in those with a compromised immune system. Millary Tuberculosis usually affects
erosion of the infection to a Pulmonary Vein.The symptoms of tuberculosis depend on where
in the body the tuberculosis bacteria are growing. Tuberculosis bacteria often grow in the
lungs, causing pulmonary tuberculosis. Pulmonary tuberculosis may cause a bad cough that
lasts longer than two weeks, pain in the chest and coughing up of blood or sputum. The main
objectives are, to analyses the spatial distribution of the tuberculosis types in Dindigul and
map out them. To study the disease pattern in relationship to case history and demographic
characteristic dimensions. The study will be analysed based on secondary data. Factor
analysis was used to identify the major dimensions of Tuberculosis treatments. GIS
techniques were used for mapping of Tuberculosis types and characteristics for the study.
Keywords: Mycobacterium tuberculosis, pulmonary tuberculosis, extra pulmonary
tuberculosis, tuberculosis treatment dimensions-factor analysis.
1. Introduction
Medical Geography (Health Geographic’s) is the branch of Human Geography that deals with
the geographic aspects of health (status) and healthcare (systems). Medical geography, a sub
discipline of geography, is an interdisciplinary and holistic study of health, illness, and
disease by specialists from a wide variety of social, physical, and biological sciences (May,
J.M. (1950). Medical Geography has been and continues to be can be gauged by books and
articles which continue to employ the theories and methods of disease and cultural ecology
and spatial analytic approaches. Learmonth (1978, 1987), Mayer (1986) and Meade et al.
(1988) were among the best known proponents of the use of disease and cultural ecology in
Medical Geography through the 1970s and 1980sWorking in different cultural systems and
diverse biospheres, medical geographers examine the distribution of health-related
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 263
phenomena over time and the ways in which these phenomena interact and determine the
status of human health in a community. The importance of spatial analytic approaches in
Medical Geography continues. Major works exemplifying this tradition include Cliff and
Haggett (1988), Cliff et al. (2000), Gould, (1993), Joseph and Phillips (1984), Shannon and
Dever (1974) and Thomas (1992).
1.2. Tuberculosis
Tuberculosis is a leading killer of young adults worldwide and the global scourge of multi-
drug resistant tuberculosis is reaching epidemic proportions. It is endemic in most developing
countries and resurgent in developed and developing countries with high rates of human
immunodeficiency virus infection.
Tuberculosis (TB) is an airborne infectious disease caused by Mycobacterium tuberculosis
and is a major cause of morbidity and mortality, particularly in developing countries
Cegielski JP, Chin DP, Espinal MA, et al (2002), Corbett EL, Watt CJ, Walker N, et al.
(2003), Tufariello JM, Chan J, Flynn JL (2003). Mycobacterium is spread through the air and
usually infects the lungs, although other organs and parts of the body can be involved as well
(Andrew, Learmonth 1985). Robert Koch isolated the tubercle bacillus in 1882 and
established tuberculosis as an infectious disease
TB (short for tubercle bacillus) is a common, and in many cases lethal, infectious disease
caused by various strains of mycobacterium, usually Mycobacterium tuberculosis.
Tuberculosis usually attacks the lungs but can also affect other parts of the body. It is spread
through the air when people who have an active MTB infection cough, sneeze, or otherwise
transmit their saliva through the air (Park. K 2009). Most infections in humans result in an
asymptomatic. Tuberculosis infection can lead to the potentially deadly tuberculosis (TB)
disease, which is most often treated with rigorous rounds of antibiotics. It can lead to serious
complications and even death, especially if the body is weakened by other health problems.
TB is passed on from person to person by droplets carried in the air, usually from coughs and
sneezes. Body's immune system, which fights infection, usually destroys the germs once they
are inhaled. In a small number of people, the immune system successfully builds a defensive
barrier around the infection. The bacteria stay in the body, but you won't usually have any
symptoms and can't pass the infection on to other people.
1.3. Types of tuberculosis
There are three types of tuberculosis, Pulmonary Tuberculosis, Extra pulmonary Tuberculosis
and Millary Tuberculosis.
1.3.1 Pulmonary tuberculosis
Pulmonary tuberculosis (TB) is a contagious bacterial infection that involves the lungs, but
may spread to other organs. Pulmonary Tuberculosis and is a chronic infection of the lungs.
When the disease becomes active, 75% of the cases are pulmonary TB, that is, TB in the
lungs. Symptoms include chest pain, coughing up blood, and a productive, prolonged cough
for more than three weeks. Systemic symptoms include fever, chills, night sweats, appetite
loss, weight loss, pallor, and often a tendency to fatigue very easily. This occurs more
commonly in immunosuppressed persons and young children.
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 264
1.3.2 Extra pulmonary tuberculosis
Extra pulmonary tuberculosis sites of infection commonly include lymph nodes, pleura, and
osterarticular areas. Extra pulmonary tuberculosis occurs primarily in those with a
compromised immune system. Extra pulmonary infection sites include the pleura in
tuberculosis pleurisy, the central nervous system in meningitis, and the lymphatic system in
scrofula of the neck, the genitourinary system in urogenital tuberculosis, and bones and joints
in Pott's disease of the spine. An especially serious form is disseminated TB, more commonly
known as Millary Tuberculosis. Extra Pulmonary TB may co-exist with pulmonary TB as
well. Extrapulmonary TB is rarely addressed in the public health literature. There are
however many clinical case reports and case series published, describing patients with
different forms of extrapulmonary TB Baveja CP et al (2010) Kriki P et al. (2009), Wiler JL
et al (2010).
1.4. Causes of tuberculosis
Tuberculosis is caused by infection with germs called Mycobacterium tuberculosis. These
bacteria were first identified in 1882 by Robert Koch who described their appearance under
the microscope as rod-shaped germs or bacilli. Tuberculosis can also afflict cattle, where the
infection is caused by a similar type of bacterium called Mycobacterium bovis.
Once inhaled, tubercle bacilli may reach the small breathing sacs in the lungs (the alveoli),
where they are taken up by cells called macrophages. The bacilli multiply within these cells
and then spread through the lymph vessels to nearby lymph nodes. Sometimes the bacilli
move through blood vessels to distant organs. At this point they may either remain alive but
inactive (quiescent), or they may cause active disease (Hyde, Walker and Margaret.O 1994).
Actual tissue damage is not caused directly by the tubercle bacillus, but by the reaction of the
person's tissues to its presence. In a matter of weeks the host develops an immune response to
the bacillus. Cells attack the bacilli, permit the initial damage to heal, and prevent future
disease permanently.
1.5. Transmission
TB is transmitted by droplet nuclei produced when infected persons cough or sneeze. After
inhalation, if a tubercle bacillus settles in an alveolus, infection occurs. Cell-mediated
immunity to the Mycobacteria, which develops about 3 to 6 weeks later, usually contains the
infection and arrests the disease.
1.6. Signs & symptoms
The primary stage of the tuberculosis may be symptom-free, or the individual may experience
a flu-like illness. TB mainly affects lungs and coughing is often the only indication of
infection initially. Symptoms of tuberculosis include cough (sometimes with haemoptysis or
blood in the sputum), chest pain, breathlessness, night sweats, and signs of pneumonia. In
advanced disease, there may be extreme weight loss. About a quarter of sufferers from the
disease die, most of them young adults (Dye 1999).
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 265
2. Study area
Dindigul District is situated in the western part of Tamil Nadu. Dindigul District was carved
out of the composite Madurai District on 15.09.1985. It extends between 10º05 and 10º09
north latitude and 77º30 and 78º20 east longitude.
Figure 1: Location map of the study area
2.1. Aims and Objectives
1. To analyses the spatial distribution of the tuberculosis
2. To study the various types of life style and social aspects of the disease and to identify
the major dimensions and to explain each dimension and discuss the role of each one.
3. To study the tuberculosis disease pattern and demographic characteristics.
2.1.2. Methodology
The main source of study is the secondary data. It is collected from the government hospital
in Dindigul. The study area map particulars were collected from collectrate office. For the
preparation of maps GIS software and ERDAS image 8.5 and SPSS 7.5 Software packages
are used.
3. Distribution of tuberculosis in India
In India Tuberculosis evaluated more than 24 million people are evaluated with suspected TB,
examined more than 100 million sputum slides, treated more than 6 million patients, and
probably prevented more than a million TB deaths. In Tamilnadu there are 10 lakh people
infected with TB in Tamilnadu. This state about 1.4 lakh persons develop with tuberculosis,
among 48,000 have TB bacilli in their sputum.
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 266
Distribution of Tuberculosis in Dindigul District
DISTRIBUTION OF TUBERCULOSIS IN DINDIGUL DISTRICT
Dindigul
Athoor
Pappampatty
Eriodu
Perumalamalai
Figure 2: Distribution of Tuberculosis in Dindigul District
The distribution of Tuberculosis for the 2009 in (Fig No: 2) Dindigul district was divided into
392 villages as per 2001 census. The major Tuberculosis Unit division viz. Dindigul unit,
Athoor unit, Pappampatty unit, Eriodu unit, Perumalmalai unit, Dindigul District altogether
reported a total of 1199592 tuberculosis patients.
The incidence was generally found to be very highest in the Dindigul Unit. (397716) which
has the highest concentration of TB Secondly the TB unit of Athoor unit (313016) followed
by other Unit such as Eriodu (241925), Pappampatty (122028), Perumalmalai (124907).
Coolies, Mill workers, Tannery workers, Load man and others were the occupational groups
who were largely affected by TB. The age group of the affected belong to 30-45 years.
3.1 Distribution of pulmonary tuberculosis in Dindigul district
The distribution of pulmonary tuberculosis is that it is very high in male patients in Athoor
unit (389) and very low in Perumalmalai unit (42). The number of female patients are high in
the Pappampatty unit (139) and low in Perumalmalai unit (28).
3.2 Distribution of extra pulmonary tuberculosis in Dindigul district
The distribution of Extra pulmonary tuberculosis is that it is very high male patients in
Dindigul unit (138) and very low in Perumalmalai unit (13). Number of female patients are
high in the Dindigul unit (123) and the low level in Perumalmalai unit (23).
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 267
Figure 3: Total cases in Pulmonary Tuberculosis in Dindigul District
Figure 4: Total cases in Extra Pulmonary Tuberculosis in Dindigul District
4. Factor structure and factor solution
The four major dimensions of tuberculosis were analyzed with help of 54 variables drawn
from the secondary data. Many scholars already discussed the procedure and advantages of
the factor analysis Shanmuganandan .S (1994) incorported ‘‘Medical Geography, HIV Risk
behaviours knowledge and sero status of STD patients in Madurai city. Tamil Nadu, India,
and presented a paper in the Second International Congress on AIDS in Asia Pacific –New
Delhi”. Saravanabavan .V (1995, 1998, 2014) have elaborate The Geomedical analysis of
Leprosy: Epidemiological and Ecological Aspects of Tamil Nadu. The variables despict the
characteristics of tuberculosis in relation to their case history, treatment and characteristics,
mortality , detection rate, treatment failure variables. The first and the foremost factor
dimension Case History and Demographic Characteristics and Nature of Treatment with an
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 268
eigen value of 42.5 explained a total variance 52.1and from 2, 3 and 4 explained a total
variance of 72%, 86.9%, 88%.
The variable structure justified the selection of variable to reveal the characteristics of the
tuberculosis patient in the best possible manner. The factor analysis was used in the present
study to identify the major four determinants of the disease. The factor analysis resolved to
identify only the major dimensions but also the important variable that were associated with
each dimension.
Table 1: Percentage of variance
Table 2: Dimension – I: Case History and Demographic Characteristics and Nature of
Treatment
Variable
number Variable name Factor loading
3 Age group 15-24 male 0.77
4 Age group 15-24 female 0.77
5 Age group 25-34 male 0.91
7 Age group 35-44 male 0.96
8 Age group 35-44 female 0.85
9 Age group 45-54 male 0.80
10 Age group 45-54 female 0.63
11 Age group 55-64 male 0.79
13 Age group >65 male 0.85
15 New smear positive pulmonary Tb male 0.79
16 New smear positive pulmonary Tb female 0.90
18 New smear negative pulmonary Tb female 0.89
19 New Extra pulmonary Tb male 0.92
20 New Extra pulmonary Tb female 0.79
21 Relapses male 0.93
23 Failures male 0.87
25 Others female 0.86
26 Cured male 0.85
27 Cured female 0.91
28 Treatment completed male -0.76
29 Treatment completed female 0.94
30 Died male 0.91
32 Failure female 0.81
34 Defaulted male 0.69
S.No Name of the dimension Eigen
Value
Percentage
of Variance
Cumulative
Percentage
1
Case History and Demographic
Characteristics and Nature of
Treatment
42.5 49.1 52.1
2 Tuberculosis with Mortality Status 11.4 17 72
3 Roll of treatment and preventive
measure 8.1 11.9 86.9
4 The Importance of Treatment and
Detection Rate 5.4 10 88
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 269
38 Total new adult op 0.65
39 Sputum diagnosed 0.82
40 New smear positive cases 0.92
41 New smear negative cases 0.72
42 New Extra pulmonary tuberculosis 0.92
43 Total treated cases 0.85
48 Annualized sputum positive detection rate 0.81
50 Three month conversation rate -0.81
51 Sputum positive cases 0.92
52 Total New smear positive cases 0.81
53 Total Extra pulmonary Tuberculosis cases 0.79
54 Death cases 0.97
Eigen Value – 42.5 Percentage of Total Variance – 52.1
4.1 Dimension – I Case history and demographic characteristics and nature of
treatment
The primary factor highlights the case history and demographic. Characteristics and nature
of treatment. This factor contains as many as 34 variables with very high positive loading
and 2 variables with negative loading explaining as much as 52.1 percent of the total variance
with an eigen value 42.5 (Table 2). The highlight variable of age group is 35-45 male. 0.96
In this variable associated with the death cases. Very low factor in treatment completed (-
0.761). So this variable affected in the 35-45 male age group.
Figure 5: Case History and Demographic Characteristics and Nature of Treatment in
Dindigul District
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 270
Table 3: Dimension – II: Tuberculosis with mortality status
Variable Number Variable name Factor loading
3 Age group 15-24 male 0.71
4 Age group 15-24 female 0.71
12 Age group 55-64 female 0.83
14 >65 female 0.89
24 Treatment after default – male 0.79
34 Defaulted – male 0.67
36 Transfer to another district – male 0.71
38 Total new adult op 0.66
45 Success rate 0.62
46 Death rate -0.99
47 Default rate 0.78
Eigen Value – 11.4 Percentage of Total Variance – 19.9
4.2 Dimension – II Tuberculosis with mortality status
The second dimension is an important factor that highlights age group of <65 female. This
factor contains 13 variables (Table. 3) with the positive and negative loading explaining as
much as 19.9 percent of the total variance with an Eigen value 11.4. The very high positive
factor loading were seen in <64 female age group high in negative death rate -0.98. This
factor is named as TB with mortality status.
Figure: 6 Tuberculosis with Mortality Status in Dindigul District
Table 4: Dimension – III: Roll of treatment and preventive measure
Variable
number Variable name
Factor
loading
1 Age group 0-14 male 0.68
2 Age group 0-14 female -0.69
6 Age group 25-34 female -0.87
17 New smear negative pulmonary tuberculosis – male 0.79
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 271
22 Relapses – female 0.99
35 Defaulted – female 0.85
37 Transfer to another district – female 0.79
45 Success rate -0.78
Eigen Value – 8.1 Percentage of Total Variance – 14.9
4.3 Dimension – III Roll of treatment and preventive measure
The third dimension is knowledge on preventive measure and roll of treatment (Table 4).
This factor contains variables with the positive and negative loading explaining as much as
14.9 percentage of total variance with an Eigen value 8.1.
In 0.99 value indicates the very high positive loading were seen in relapses female variable
and the second negative loadings can be seen in 0-14 male age group in (-0.684), relapses
female is very high so the 0-14 male age group is very low level loading.
Figure : Roll of treatment and preventive measure in Dindigul District
Table 5: Dimension IV: The importance of treatment and detection rate
Variable number Variable name Factor loading
1 Age group 0-14 male -0.63
2 Age group 0-14 female -0.64
10 Age group 45-54 female 0.76
28 Treatment completed – male 0.61
31 Died - female 0.95
33 Failure – female 0.8
44 Cure rate 0.78
49 Detection rate 0.91
Eigen Value – 5 Percentage of Total Variance –13
Tuberculosis types and its characteristics in Dindigul District – A Geomedical study using GIS
Vimala Vinnarasi J and Saravanabavan.V
International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 272
4.4 Dimension IV the Importance of Treatment and Detection Rate
The fourth dimension is on the importance of treatment and detection rate. These factors
contains as many as 8 variables (Table 5) with positive a negative loading explaining as
much as 13 percentage of total variance with an eigen vale 5.4.
0-14 male, female age group is low rate of loading variable and then detection rate and failure
female variable is high on the female detection rate is high.
Figure 8: The Importance of Treatment and Detection Rate in Dindigul District
5. Conclusion
The studies done in Dindigul show a high TB prevalence incidence ratio among males based
on the age range analysed in the study. Tuberculosis is largely a preventable one and hence
scientific knowledge is essential to create a world in which an occurrence of a tuberculosis
disease can be prevented. Dindigul district was chosen and spatial distribution of
Tuberculosis in relation to the socioeconomic determinants, life style variation associated
with physical activities and living environmental conditions were analyzed The factor
analysis (multivariate analysis) was used in the present study to identify the major dimensions under the factor reduction process. According to factor solution, similarity and
factor loading matrix were used to derive the intercorrelation matrix, Eigen value and the
factor loading matrices.
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International Journal of Geomatics and Geosciences
Volume 7 Issue 3 2017 273
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