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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</journal-id>
      <journal-id journal-id-type="publisher-id">.</journal-id>
      <journal-title>Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</journal-title><issn pub-type="ppub">2621-4814</issn><issn pub-type="epub">2621-4814</issn><publisher>
      	<publisher-name>Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.33084/bjop.v7i1.4448</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group><subject>Asthma</subject><subject>Coffee</subject><subject>Inflammation</subject><subject>Lipoxygenase</subject><subject>LOX</subject><subject>Robusta</subject></subj-group>
      </article-categories>
      <title-group>
        <article-title>An Initial Investigation of the Potential of Robusta Coffee, Arabica Coffee, and Caffeine in Asthma Treatment through the Evaluation of 5-Lipoxygenase Inhibition Activity</article-title><subtitle>An Initial Investigation of the Potential of Robusta Coffee, Arabica Coffee, and Caffeine in Asthma Treatment through the Evaluation of 5-Lipoxygenase Inhibition Activity</subtitle></title-group>
      <contrib-group><contrib contrib-type="author">
	<name name-style="western">
	<surname>Yuniarta</surname>
		<given-names>Tegar Achsendo</given-names>
	</name>
	<aff>Department of Pharmacy, Universitas Surabaya, Surabaya, East Java, Indonesia</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Handayani</surname>
		<given-names>Rosita</given-names>
	</name>
	<aff>Department of Pharmacy, Universitas Airlangga, Surabaya, East Java, Indonesia</aff>
	</contrib></contrib-group>		
      <pub-date pub-type="ppub">
        <month>02</month>
        <year>2024</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>29</day>
        <month>02</month>
        <year>2024</year>
      </pub-date>
      <volume>7</volume>
      <issue>1</issue>
      <permissions>
        <copyright-statement>© 2024 Tegar Achsendo Yuniarta, Rosita Handayani</copyright-statement>
        <copyright-year>2024</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-sa/4.0/"><p>This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.</p></license>
      </permissions>
      <related-article related-article-type="companion" vol="2" page="e235" id="RA1" ext-link-type="pmc">
			<article-title>An Initial Investigation of the Potential of Robusta Coffee, Arabica Coffee, and Caffeine in Asthma Treatment through the Evaluation of 5-Lipoxygenase Inhibition Activity</article-title>
      </related-article>
	  <abstract abstract-type="toc">
		<p>Numerous studies have documented the potential of coffee to aid in asthma prevention. Nevertheless, research into how coffee influences asthma management has not been available. One known mechanism by which asthma medications work involves inhibiting 5-lipoxygenase (5-LOX) activity. This study aims to determine the potency of Coffea canephora var. Robusta extract (CRE), Coffea arabica extract (CAE), and caffeine are the primary isolates against 5LOX activity. Extraction was performed by a reflux procedure using 96 percent ethanol with a sample total solvent ratio of 1 per 10, an extraction time of 1 hour, and the extraction was conducted in triplicate. Fractionation was carried out by liquid-liquid partition using a chloroform water system. Caffeine further purification was performed by the sublimation method, and the inhibition of 5LOX activity was evaluated using the spectrophotometric method at max wavelength of 234 nm. Apigenin was used as a positive control. From the experiment conducted, the IC50 of the CRE, CAE, caffeine, and apigenin against 5-LOX was 32.2 plus minus 1.4, 42.1 plus minus 2.3, 14.3 plus minus 1.6, and 7.4 plus minus 1.7 ug/mL, respectively. Continued efforts to isolate bioactive compounds from coffee extract led to the discovery of caffeine, which exhibited a more potent inhibitory effect on 5-LOX. The inhibition of 5-LOX activity by caffeine occurs in a non-competitive manner.</p>
		</abstract>
    </article-meta>
  </front>
  <body><sec>
			<title>INTRODUCTION</title>
				<p >Respiratory
disorders are one of the most prevalent diseases in the world. According to the
World Health Organization (WHO), 262 million people worldwide suffer from
asthma, and this number will increase to 400 million in 2025, where 80% of
deaths from asthma occur in developing countries<bold>1</bold>. Asthma is characterized by bronchoconstriction, mucus hypersecretion, and
airway inflammation<bold>2</bold>. Products from the 5-lipoxygenase (5-LOX) activity, such as leukotrienes
B4 and 5-hydroxy-eicosatetraenoic acid (5-HETE), are responsible for triggering
bronchoconstriction and excessive mucus secretion in response to inflammation<bold>3</bold>. One approach used in the treatment of asthma is through the inhibition of
5-LOX activity. Lipoxygenase (LOX) is an oxidative enzyme that
contains non-heme iron (Fe) in its active site. This enzyme initiates
inflammatory reactions by triggering the formation of proinflammatory mediators
known as leukotrienes. Lipoxygenasecatalyzes the addition of oxygen (O2)
to poly-unsaturated fatty acids (PUFAs) such as arachidonic acid and linoleic
acid<bold>4</bold><bold>,</bold><bold>5</bold>.</p><p >5-lipoxygenaseis
known to have an essential role in acute inflammation and trigger
cardiovascular disorders through increased leukocyte chemotaxis, blood vessel
inflammation, and increased permeability of the respiratory tract membrane<bold>6</bold>. 5-lipoxygenase is also known to play an essential role in triggering
asthma responses. Activated immune cells will first produce arachidonic acid as
a result of a reaction catalyzed by phospholipase A2 in the plasma membrane
then, followed by the formation of 5-hydroperoxyeicosatetraenoic acid (5-HPETE) by 5-LOX to produce further leukotrienes, which have strong potential to
cause bronchoconstriction via binding to the cysteinyl leukotriene receptor 1<bold>7</bold><bold>,</bold><bold>8</bold>.</p><p >Zileuton
(trade name Zyflo) is the only 5-LOX inhibitor available for over 25 years<bold>9</bold><bold>,</bold><bold>10</bold>. Along with research assessing the effectiveness of 5-LOX inhibitors in
treating asthma, research to find potential 5-LOX inhibitor candidates is
ongoing, especially research on natural compounds derived from plant extracts<bold>11</bold><bold>,</bold><bold>12</bold>. Coffee is one of the exciting plants to be further developed as a 5-LOX
inhibitor. Coffee, a significant agricultural product, yields over seven
million tons of green beans annually and is the second most traded commodity
worldwide. The two main species cultivated throughout the tropical world are Coffea
arabica and Coffea canephora var. Robusta represents 70% and 30%,
respectively, in world production<bold>13</bold>. Coffee has a positive effect on reducing the inflammatory reaction that
triggers asthma. Coffee consumption has an inverse relationship with mortality
due to respiratory disorders<bold>14</bold><bold>,</bold><bold>15</bold>.</p><p >Coffee studies
in treating asthma have been carried out at the extract level. Coffee extract
(CE) provides a weak bronchodilation effect and reduces muscle fatigue in the
airways. Coffee extract from Ethiopia, Kenya, and Brazil inhibited LOX activity with EC50 values of 2750 to 2940 µg/mL<bold>16</bold>. The compound responsible for producing the anti-asthma effect in CE is
predicted to be caffeine, the dominant compound in coffee. Chemically, caffeine
is similar to theophylline used as an asthma medication. One of the results of
caffeine metabolism in the body is also theophylline. From this relationship,
it is predicted that caffeine can provide anti-asthma effects like theophylline<bold>17</bold>. Clinical trials on 55 patients showed that caffeine consumption at doses
of less than 5 mg/kg BW could improve lung function for 2 hours after use.
Based on the study, caffeine in CE can inhibit the NFκB signaling pathway,
vital in producing various proinflammatory cytokines and chemokines (TNF-α and
IL-6) by suppressing cyclooxygenase-2 (COX2) expression<bold>18</bold>. Meanwhile, studies on caffeine activity in inhibiting LOX have never been
done.</p><p >Although
clinically proven, the mechanism of action of CE in the treatment of asthma is
still being studied. We tested C. canephora var. Robusta
extract (CRE), C. arabica extract (CAE), and caffeine as bioactive compounds on
5-LOX activity in this study. This investigation aims to determine whether CE
and caffeine can hinder the creation of leukotrienes that initiate airway
inflammation by targeting LOX activity. This study is intended to serve as
preliminary research, contributing to our understanding of how caffeine, as the
primary component in CE, is involved in anti-asthmatic effects, particularly
concerning the suppression of 5-LOX activity.</p>
			</sec><sec>
			<title>MATERIALS AND METHODS</title>
				<p ><bold>Materials</bold></p><p >The materials and
instruments used in this research include soybean 5-LOX (Sigma Aldrich-L7395,
US), apigenin (Sigma Aldrich-10798, US), linoleic acid (Sigma Aldrich-1376,
US), demineralized water (Brataco, Indonesia), 96% ethanol (Brataco, Indonesia),
distilled water (Brataco, Indonesia), Robusta Gold and Arabica Gold coffee
powders (commercially available product from Indonesia), microplate reader
(BioTek ELX800), and thin-layer chromatography (TLC) scanner (CAMAG).</p><p ><bold>Methods</bold></p><p >Coffee extraction
and caffeine isolation</p><p >One
hundred g of coffee powder (Robusta and Arabica) were extracted with 400 mL of
96% ethanol for 2 hours using the reflux method. The extract was concentrated
using a rotary vacuum evaporator at 60±5°C and dried in a vacuum oven for 6
hours to form a thick extract. This extract was used as a sample in the LOX
activity assay. The remained thick extract of Robusta coffee was then added
with 50 mg of MgO and 300 mL of distilled water, heated for 1 hour at 90±10°C,
and filtered. The residue was boiled again for 1 hour with 500 mL of distilled
water; this process was repeated two times, and then the obtained extract was
filtered using a Buchner funnel. The filtrate obtained was added with 50 mL of
10% H2SO4 and then concentrated until the volume was
reduced to 250 mL. The liquid-liquid extraction was added with 250 mL of
chloroform into the aqueous filtrate. The chloroform layer was taken and washed
with 40 mL of 1% NaOH and shaken with 40 mL of hot water. The
transparent-colored chloroform layer is evaporated to obtain a concentrated
filtrate. The sublimation was then carried out to the filtrate at a temperature
of 180-200°C to obtain caffeine isolate in white needle crystals<bold>19</bold>. The caffeine
isolate was used in the LOX activity assay as a sample.</p><p >Examination of
isolate purity using TLC-densitometry</p><p >The
isolate was dissolved in 96% ethanol until a concentration of 1000 µg/mL was
obtained and then eluted with the mobile phase n-hexane : ethyl acetate
: ethanol (2.5 : 1.5 : 0.4). The spot was compared to standard caffeine. The
purity level was assessed from the number of visible spots under UV 254 and 366
nm and the instrument calculations<bold>20</bold>.</p><p >Melting point
determination</p><p >The
melting point of the isolate was determined using the Fisher-Johns melting
point apparatus with corrected temperature<bold>21</bold>. Isolate crystals
obtained from the sublimation process were put in the capillary tube. The
temperature when the crystals melt for the first time until they melt entirely
was observed using a thermometer on the instrument. The melting point was then
compared to the caffeine standard.</p><p >5-LOX inhibitory
activity assay</p><p >5-LOX
inhibitory activity assay was carried out based on previous studies<bold>22</bold><bold>-</bold><bold>24</bold> with slight
modifications. As much as 50 μL of each CRE, CAE, caffeine isolate, and
apigenin solution was put into the vial, then added with 1650 μL of 0.2 M
borate buffer solution pH 9 and 1000 μL of 300 μM linoleic acid as substrate
solution. The mixture was vortexed and then incubated for 10 minutes at 25°C.
Then 300 μL of 1000 U/mL 5-LOX solution was added to the mixture, then
incubated for 15 minutes at 25°C. After incubation, 1000 μL methanol was added
to the mixture and vortexed. The absorbance of the solution was measured using
a UV spectrophotometer under 234 nm.</p><p >Enzyme kinetics
assay</p><p >The kinetics of the
inhibitory enzyme activity was carried out by varying the concentration of the
linoleic acid as substrate (final concentration = 50, 75, 100, and 125 µM) with
constant inhibitor concentration (final concentration of caffeine = 18.75
µg/mL). The concentration of caffeine used for the enzyme kinetics assay was
determined by the concentration of caffeine that could inhibit 50% of the
enzyme activity (IC50). To determine the type of inhibition of 5-LOX
activity, an enzyme kinetics assay of 5-LOX inhibition by caffeine was
performed using Michaelis–Menten kinetics, as shown in <bold>Equations 1</bold>to<bold>3</bold>, in which Vi
was the initial velocity of an enzymatic reaction, Vmax was the
maximal velocity of the enzymatic reaction, Km was Michaelis constant, and [S]
was substrate concentration.</p><p >
 
 
  
  
  
  
  
  
  
  
  
  
  
  
 
 
 

 
  [1]</p><p >
 
  [2]</p><p >
 
= 
 
  [3]</p><p ><bold>Data analysis</bold></p><p >Statistical analysis
was performed using one-way ANOVA, and further multiple comparison between
groups was analyzed using the Tukey Post Hoc Method.</p>
			</sec><sec>
			<title>RESULTS AND DISCUSSION</title>
				<p >The coffee plant
contains various bioactive compounds with antioxidant properties, specifically
phenolic compounds such as caffeic acid, chlorogenic acid, coumaric acid,
ferulic acid, and cinnamic acid<bold>25</bold>. In addition to
phenolic compounds, coffee contains methylxanthine alkaloid compounds such as
caffeine, theophylline, and theobromine. Both groups of phenolic compounds and
methylxanthine alkaloids have good solubility in organic solvents<bold>26</bold>. Thus, to produce a
yield with a high content of bioactive compounds, the solvent chosen for the
extraction of coffee bean powder is ethanol—extraction of C. canephora
var. Robusta and C. arabica using ethanol yielded 9.84% and 8.12%
samples, respectively. The resulting extract had a dark brown color and emitted
a coffee aroma. The subsequent isolation process was performed in CRE following
the alkaloid extraction principle, involving adding a base and extraction from
the organic solvent layer (chloroform). This process yielded fractions
containing multiple compounds. The crude fraction was then subjected to
purification through sublimation, producing pure caffeine in the form of
needle-like crystals, with a yield of 0.11% relative to the total ground sample
(<bold>Table I</bold>). The purity of the
caffeine crystals formed from the sublimation process was confirmed by
comparing the melting point of the crystal to caffeine standards, observing the
number of spots visible on TLC, and observing the spot purity level by
TLC-densitometry.</p><p ><bold>Tab</bold><bold>le</bold><bold>I</bold><bold>.</bold> Extraction yield.</p><table-wrap><label>Table</label><table>
 <tr>
  <td>
  Component
  </td>
  
  <td>
  Weight (g)
  </td>
  
  <td>
  Yield (%)
  </td>
  
 </tr>
 <tr>
  <td>
  Total sample weight
  </td>
  
  <td>
  100
  </td>
  
  <td>
  -
  </td>
  
 </tr>
 <tr>
  <td>
  Coffea canephora var. Robusta extract
  </td>
  
  <td>
  9.84
  </td>
  
  <td>
  9.84
  </td>
  
 </tr>
 <tr>
  <td>
  Coffea arabica extract
  </td>
  
  <td>
  8.12
  </td>
  
  <td>
  8.12
  </td>
  
 </tr>
 <tr>
  <td>
  Caffeine
  </td>
  
  <td>
  0.11
  </td>
  
  <td>
  0.11
  </td>
  
 </tr>
</table></table-wrap><p >The melting point
test results found that the caffeine crystals isolated from CRE had a narrow
melting point range between 234-236°C, indicating a high purity level. The melting
point range of isolated caffeine was similar to the caffeine standard (<bold>Table II</bold>). The
chromatographic profile was evaluated using the TLC technique. The isolated
compound produced a single spot under UV 254 nm with the same color, Rf, and
spectral profile as standard caffeine. Examination of the purity level using
TLC-densitometry showed a purity level of 98.6%. The results indicated that the
isolated crystal was pure and confirmed as caffeine.</p><p ><bold>Tab</bold><bold>le</bold><bold>II</bold><bold>.</bold> Evaluation of the melting point range of isolated and
standard caffeine.</p><table-wrap><label>Table</label><table>
 <tr>
  <td>
  Component
  </td>
  
  <td>
  Melting point range (oC)
  </td>
  
 </tr>
 <tr>
  <td>
  Isolated caffeine
  </td>
  
  <td>
  234-236
  </td>
  
 </tr>
 <tr>
  <td>
  Standard caffeine
  </td>
  
  <td>
  234-237.5
  </td>
  
 </tr>
</table></table-wrap><p >All CRE, CAE, and
caffeine isolate samples were tested for 5-LOX inhibitory activity. The assay
was carried out in triplicate. The IC50 values of CRE, CAE, and
caffeine against 5-LOX were 32.2 ± 1.4, 42.1 ± 2.3, and 14.3 ± 1.6 µg/mL
respectively. The standard compound used as a positive control was apigenin,
which showed an IC50 value of 7.4 ± 1.7 µg/mL. In <bold>Figure 1</bold>, it can be observed
that there is a significant difference in activity between CRE, CAE, and
caffeine. As a single compound isolated from coffee extract, caffeine
demonstrates an inhibitory activity of 2.3 times stronger than CRE and three
times stronger than CAE, as indicated by the smaller IC50 values.
Interestingly, caffeine's inhibition of 5-LOX activity is not significantly
different (ns) compared to apigenin, used as the positive control. CRE's
activity is superior to CAE; we hypothesize that this difference is due to
variations in caffeine content in the samples. Robusta coffee consistently
shows higher caffeine levels in various studies compared to Arabica coffee
(±2.54% vs ±1.22%)<bold>27</bold><bold>,</bold><bold>28</bold>.</p><p ></p><p ><bold>Figure</bold><bold>1</bold><bold>.</bold> Inhibition of 5-LOX activity by
CRE, CAE, caffeine, and apigenin represented by the IC50 value.</p><p >Data were obtained
in the enzyme kinetics assay, as shown in <bold>Table III</bold>, and the
Lineweaver-Burke graph shows the intersection on the x-axis <bold>(</bold><bold>Figure 2</bold>). The results
indicate that the type of inhibition is non-competitive. Non-competitive
inhibition occurs when the inhibitor (Inh) binds to the enzyme at a different
site than the substrate (S). There is no competition between the inhibitor
(caffeine) and the substrate in non-competitive inhibition. The presence of
non-competitive inhibitors decreases the Vmax value with a
relatively stable Km value.</p><p ><bold>Tab</bold><bold>le</bold><bold>III</bold><bold>.</bold> Enzyme kinetic measurement data.</p>

<table-wrap><label>Table</label><table>
 <tr>
  <td>
  Parameter
  </td>
  
  <td>
  With inhibitor (Caffeine)
  </td>
  
  <td>
  Without inhibitor
  </td>
  
 </tr>
 <tr>
  <td>
  a
  </td>
  
  <td>
  1.907
  </td>
  
  <td>
  1.0435
  </td>
  
 </tr>
 <tr>
  <td>
  b
  </td>
  
  <td>
  351.16
  </td>
  
  <td>
  169.65
  </td>
  
 </tr>
 <tr>
  <td>
  r
  </td>
  
  <td>
  0.9992
  </td>
  
  <td>
  0.9989
  </td>
  
 </tr>
 <tr>
  <td>
  Vmax
  </td>
  
  <td>
  0.524
  </td>
  
  <td>
  0.958
  </td>
  
 </tr>
 <tr>
  <td>
  Km
  </td>
  
  <td>
  184.143
  </td>
  
  <td>
  162.578
  </td>
  
 </tr>
</table></table-wrap>

<p ><bold>Figure</bold><bold>2</bold><bold>.</bold> Enzyme kinetic profile of 5-LOX
activity inhibition by inhibitors (caffeine).</p><p >Lipoxygenase is a
metalloenzyme that has pro-oxidation and pro-inflammatory properties.
Lipoxygenase generally catalyzes the oxidation of unsaturated fatty acids. In
the human body, LOX metabolizes arachidonic acid to leukotrienes (a potent
inflammatory mediator), making LOX a critical enzyme in the inflammatory
pathway. Based on the relative oxidation position in the arachidonic acid structure,
LOX is classified into 5-LOX, 12-LOX, and 15-LOX<bold>29</bold>. Inhibition of LOX
activity can reduce oxidation and inflammation, which can trigger asthma. The
studies for effective LOX inhibitors from plants are still ongoing. Compounds
from plants that are known to inhibit LOX activity are phenolics and alkaloids,
both of which are found in coffee<bold>30</bold>. It is known that
coffee extract also contains alkaloid compounds of the methylxanthines type:
caffeine (1,3,7-trimethyl xanthine), theophylline (3,7-dimethyl xanthine), and
theobromine (1,3-dimethyl xanthine). Coffee also has theobromine and
theophylline despite concentrations 20 times lower than caffeine<bold>31</bold>. The caffeine
content in one cup of coffee depends on the variety of coffee plants used. The
average caffeine content in brewed coffee grounds is 57 mg/100 mL<bold>32</bold>. Other research
stated that coffee contains caffeine ± 1177 mg/g as the main compound<bold>33</bold>.</p><p >Our study proves
that caffeine plays a role in inhibiting LOX. The inhibitory potency of
caffeine in inhibiting 5-LOX cannot be compared with Zileuton (a standard drug
approved by the FDA as a 5-LOX inhibitor) due to access limitation; thus, in
this study, apigenin was used as a positive control. However, from other
studies, it was known that using a similar colorimetric method, Zileuton showed
an IC50 of 2.08 µM or 32 times more potent in inhibiting 5-LOX
activity compared to caffeine in this study. Zileuton is the ligand that
inhibits iron binding to the LOX and has a weak potential reduction<bold>34</bold>.</p><p >Although caffeine
has a weaker 5-LOX inhibitory potency than Zileuton, caffeine in coffee may be
used as an alternative in relieving asthma because of its pharmacokinetic
profile. A comparative study showed that caffeine has a more rapid onset of
action, lower fluctuations in plasma concentrations, a longer half-life, and
fewer peripheral side effects compared to other methylxanthines<bold>32</bold><bold>,</bold><bold>35</bold><bold>,</bold><bold>36</bold>. In oral administration,
gastrointestinal absorption of caffeine is rapid and complete, achieving almost
100% bioavailability. After reaching the bloodstream, caffeine binds to albumin
and is distributed to all tissues by simple diffusion or carrier-mediated transport<bold>32</bold><bold>,</bold><bold>37</bold>.</p><p >This study's in
vitro enzymatic activity assay results might be used as preliminary data to
assess the caffeine potency in inhibiting 5-LOX activity. For future research,
more selective and stable methods might be developed, one of which is the
colorimetric method using thiocyanate ions (SCN-) to form a red
ferric thiocyanate (FTC) complex measured at λ 480 nm. This colorimetric method
is considered more selective and stable for measuring products formed from the
enzymatic activity of 5-LOX<bold>38</bold>.</p>
			</sec><sec>
			<title>CONCLUSION</title>
				<p >Coffee
exhibits potential inhibition activity against 5-LOX, with IC50
values of 32.2 ± 1.4 µg/mL for CRE, 42.1 ± 2.3 µg/mL for CAE, 14.3 ± 1.6 µg/mL
for caffeine, and 7.4 ± 1.7 µg/mL for apigenin. Further bioactive compound
isolation of coffee extract produced caffeine with a more substantial
inhibitory potential against 5-LOX. Caffeine inhibits 5-LOX activity in a
non-competitive manner.</p>
			</sec><sec>
			<title>ACKNOWLEDGMENT</title>
				<p >The authors acknowledge
Universitas Indonesia, which has provided research funding through the IRP
grant number 018/UN2.F15.D5/HKP.05.00.</p>
			</sec><sec>
			<title>AUTHORS’ CONTRIBUTION</title>
				<p ><bold>Conceptualization</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Data curation</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Formal analysis</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Funding acquisition</bold>: Rosita Handayani</p><p ><bold>Investigation</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Methodology</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Project administration</bold>: Rosita Handayani</p><p ><bold>Resources</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Software</bold>: -</p><p ><bold>Supervision</bold>: -</p><p ><bold>Validation</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Visualization</bold>: Tegar Achsendo Yuniarta, Rosita Handayani</p><p ><bold>Writing - original draft</bold>: Tegar Achsendo Yuniarta</p><p ><bold>Writing - review &amp;
editing</bold>: Rosita Handayani</p>
			</sec><sec>
			<title>DATA AVAILABILITY</title>
				<p >None.</p>
			</sec><sec>
			<title>CONFLICT OF INTEREST</title>
				<p >The
authors declare there is no conflict of interest.</p>
			</sec><sec>
			<title>REFERENCES</title>
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      <p>The authors acknowledge Universitas Indonesia, which has provided research funding through the IRP grant number 018/UN2.F15.D5/HKP.05.00.</p>
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