<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article  PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd"><article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article"><front><journal-meta><journal-id journal-id-type="publisher-id">ANP</journal-id><journal-title-group><journal-title>Advances in Nanoparticles</journal-title></journal-title-group><issn pub-type="epub">2169-0510</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/anp.2022.112004</article-id><article-id pub-id-type="publisher-id">ANP-117531</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject><subject> Chemistry&amp;Materials Science</subject><subject> Engineering</subject></subj-group></article-categories><title-group><article-title>
 
 
  Bio-Fabrication of Silver Nanoparticles Using &lt;i&gt;Catha edulis&lt;/i&gt; Extract: Procedure Optimization and Antimicrobial Efficacy Encountering Antibiotic-Resistant Pathogens
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Abdulqawi</surname><given-names>A. Numan</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mashhour</surname><given-names>Ahmed</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mansour</surname><given-names>S. A. Galil</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Mohyeddine</surname><given-names>Al-Qubati</given-names></name><xref ref-type="aff" rid="aff3"><sup>3</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Ayman</surname><given-names>A. Raweh</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Enas</surname><given-names>A. Helmi</given-names></name><xref ref-type="aff" rid="aff4"><sup>4</sup></xref></contrib></contrib-group><aff id="aff3"><addr-line>Department of Mechatronics, Faculty of Engineering and Information Technology, Al-Janad University for Science and 
Technology, Taiz, Yemen</addr-line></aff><aff id="aff1"><addr-line>Department of Chemistry, Faculty of Applied Sciences, Taiz University, Taiz, Yemen</addr-line></aff><aff id="aff4"><addr-line>Department of Microbiology, Faculty of Applied Sciences, Taiz University, Taiz, Yemen</addr-line></aff><aff id="aff2"><addr-line>Department of Pharmaceutical Chemistry and Natural Products, University of Science and Technology (UST), Sana’a, Yemen</addr-line></aff><pub-date pub-type="epub"><day>31</day><month>05</month><year>2022</year></pub-date><volume>11</volume><issue>02</issue><fpage>31</fpage><lpage>54</lpage><history><date date-type="received"><day>23,</day>	<month>March</month>	<year>2022</year></date><date date-type="rev-recd"><day>28,</day>	<month>May</month>	<year>2022</year>	</date><date date-type="accepted"><day>31,</day>	<month>May</month>	<year>2022</year></date></history><permissions><copyright-statement>&#169; Copyright  2014 by authors and Scientific Research Publishing Inc. </copyright-statement><copyright-year>2014</copyright-year><license><license-p>This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/</license-p></license></permissions><abstract><p>
 
 
  The current study aimed to optimize a green synthesis procedure for fabricating biogenic silver nanoparticles (AgNPs) using an aqueous extract of 
  Catha edulis
   (Qat; khat) leaves. The final product was characterized using various analytical techniques. Parameters’ optimization including pH, contact time, temperature, and amount of leaf extract were carried out. AgNPs formation was confirmed by UV
  -
  vis spectra at 403 nm, FT-IR, and XRD peaks. FTIR spectra showed the presence of various biochemical metabolites which played a critical role in the bio-reduction, capping, and stabilization of AgNPs. The biogenic AgNPs were spherical in shape with an average size between 27 and 32 nm as estimated from XRD and SEM images. Biogenic AgNPs showed significant activities against sensitive and multi-drug resistance Escherichia coli and Staphylococcus aureus strains. In addition, the experimental results proved that AgNPs have higher efficacy than antifungal drugs that are commonly used to treat Candida albicans oral infections.
 
</p></abstract><kwd-group><kwd>Silver Nanoparticles</kwd><kwd> Biosynthesis</kwd><kwd> &lt;i&gt;Catha edulis&lt;/i&gt;</kwd><kwd> &lt;i&gt;Candida albicans&lt;/i&gt;</kwd><kwd> Antibacterial Activity</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>Antibiotic resistance (ABR) is a global crisis that requires an international collaboration to minimize its impact on humanity. It has formidable health and economic consequences affecting individuals and health systems. According to recent estimations, the annual cost of ABR adds up to about 55 billion dollars in the USA and 9 Billion Euros in Europe [<xref ref-type="bibr" rid="scirp.117531-ref1">1</xref>]. Without proper intervention, the estimated economic burden due to ABR could reach 100 trillion US Dollars by 2050 [<xref ref-type="bibr" rid="scirp.117531-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref3">3</xref>]. Health wise, the term post antibiotic era has emerged revealing a reality that bacteria and fungi are no longer affected by antibiotics [<xref ref-type="bibr" rid="scirp.117531-ref1">1</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref4">4</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref5">5</xref>]. Bacteria’s natural adaptation to antibiotics has been developed due to the unnecessary exposure to sub-lethal quantities of drugs [<xref ref-type="bibr" rid="scirp.117531-ref2">2</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref3">3</xref>] implying that a simple infection could be health threatening for many patients [<xref ref-type="bibr" rid="scirp.117531-ref6">6</xref>]. The mortality rate due to ABR pathogen infections could be as high as 50% [<xref ref-type="bibr" rid="scirp.117531-ref7">7</xref>] and by the year 2050, it is expected to cause more mortality than cancer to reach 10 million where Asia and Africa are impacted the most [<xref ref-type="bibr" rid="scirp.117531-ref1">1</xref>].</p><p>Antibiotic-resistant gram-negative Escherichia coli (E. Coli) and gram-positive Staphylococcus aureus (S. aureus) are among pathogens that have developed antibiotic-resistant strains. E. coli is the main threat of bloodstream infection in patients suffering from onco-haematology with the resistance level reaching 25.7% to third generation cephalosporins [<xref ref-type="bibr" rid="scirp.117531-ref8">8</xref>]. For patients with urinary tract infection, resistance of E. coli to at least one antibiotic reaches 45% and 60.9% for two examined antibiotics according to [<xref ref-type="bibr" rid="scirp.117531-ref9">9</xref>]. Alarmingly, E. coli resistance in animals and humans is recently reported against colistin antibiotic which is considered as one of the last chemical arsenal in man’s defense against resistant pathogens [<xref ref-type="bibr" rid="scirp.117531-ref10">10</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref11">11</xref>].</p><p>S. aureus is a gram-positive pathogen that causes serious skin and soft tissue infections and is considered one of the most commensal resistant drug pathogen worldwide [<xref ref-type="bibr" rid="scirp.117531-ref12">12</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref13">13</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref15">15</xref>]. Although few options are still available for the treatment of infections caused by methicillin-resistant S. aureus (MRSA) [<xref ref-type="bibr" rid="scirp.117531-ref16">16</xref>], only two antibiotics are approved by Food and Drug Administration in the US [<xref ref-type="bibr" rid="scirp.117531-ref17">17</xref>].</p><p>Fungal infections caused by Candida species including Candida albicans are at the forefront of causing bloodstream infection with a mortality rate reaching 45% [<xref ref-type="bibr" rid="scirp.117531-ref5">5</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref18">18</xref>].</p><p>Taking into consideration the fact that multi-drug resistant pathogens are a real threat to human, and the fact that pharmaceutical industries are reluctant to invest in the area of new antibiotics development [<xref ref-type="bibr" rid="scirp.117531-ref19">19</xref>], alternative approaches to cope with ABR challenge are a must. In recent years, attention has been shifted toward the development of nanoparticles (NP) and especially green synthesized silver nanoparticles (AgNPs). In this respect, various approaches have been successfully adapted for the biogenic synthesis of AgNPs including the use of bacteria, fungi, yeasts, algae, and plants. These unique nanotechnology procedures are advantageous due to development demand for environmental friendly technology for material synthesis. In addition, scientific reports reflect the unique properties AgNPs possess that find myriad applications such as antibacterial, antifungal, antivirus, and anticancer drugs, larvicidal excellent catalytic natural action towards degradation of dyes, very good antioxidants, treatment of diabetes-related complications, and wound healing activities [<xref ref-type="bibr" rid="scirp.117531-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref23">23</xref>]. Moreover, antifungal impact of silver nanoparticles (AgNPs) was evaluated on the growth, morphological, and biomolecules dynamics of Fusarium culmorum and Alternaria alternata. It was revealed that the different concentrations of AgNPs caused inhibition of fungal growth and deformations of fungal structures especially at high concentrations 40 and 60 ppm of AgNPs. A. alternata conidiospores at 40 ppm of AgNPs were sharply deformed and their longitudinal sections disappeared. On the other hand, these fungi failed to produce conidiospores in the presence of 60 ppm of AgNPs but produced chlamydospores [<xref ref-type="bibr" rid="scirp.117531-ref24">24</xref>] - [<xref ref-type="bibr" rid="scirp.117531-ref29">29</xref>].</p><p>In this context, the present work aimed to optimize synthesis procedure for biogenic formation of AgNPs from aqueous extract of Catha edulis leaves. Antibacterial and antifungal efficacy of biogenic AgNPs were evaluated against resistant and sensitive E. Coli and S. aureus bacteria strains as well as resistant Candida albicans isolates.</p></sec><sec id="s2"><title>2. Materials and Methods</title><sec id="s2_1"><title>2.1. Materials</title><sec id="s2_1_1"><title>2.1.1. Plant and Chemicals</title><p>The leaves of Catha edulis Forsk were purchased fresh from the khat market, Sana’a, Yemen, and the sample was further authenticated by the plant pharmacognosist at the Department of Pharmacognosy, Faculty of Pharmacy, University of Science and Technology (UST), Yemen. Silver nitrate (AgNO<sub>3</sub>, 99%), Nutrient agar (NA), ciprofloxacin, vancomycin, nystatin (50 &#181;g), itraconazole (30 &#181;g), ketoconazole (30 &#181;g) and fluconazole (10 &#181;g) antibiotic disks standards were from HiMedia, India. Mueller-Hinton agar (MHA), Mueller-Hinton broth (MHB), H<sub>2</sub>SO<sub>4</sub>, copper acetate, ferric chloride, ninhydrin, HCl, KOH, iodine and potassium iodide were purchased from Sigma Aldrich. Sabourud dextrose agar was from Oxide, India. All chemicals were of analytical reagent grade and were used without further purification. Milli-Q water was prepared in-house and used in all experiments as needed.</p></sec><sec id="s2_1_2"><title>2.1.2. Cultures</title><p>Standard cultures for antibacterial assays were obtained from the Hospital of University of Science and Technology, Sana’a, Yemen. These include Gram-positive Staphylococcus aureus sensitive and methicillin-resistant S. aureus (MRSA) and Gram-negative Escherichia coli sensitive and extended-spectrum β-lactamase-producing E. coli bacterial pathogens. As for Candida Albicans, a number of (5) isolates were obtained from patients of dental clinics in Taiz city, Yemen during the period from 1/10/2021 to 25/12/2021. Isolates were identified by specialists as Candida Albicans. Inform consent from each patient was obtained according to the guidelines of the Taiz University Ethics Committee.</p></sec></sec><sec id="s2_2"><title>2.2. Methods</title><sec id="s2_2_1"><title>2.2.1. Preparation of Catha edulis Leaves Extract</title><p>Fresh leaves of Catha edulis were washed with running tap water and then with Milli-Q water to remove dirt, soil, and undesirable particles. Then the leaves were dried at room temperature for 15 minutes to remove the water from the surface of the leaves. About 25 g of plant’s leaves were boiled in 100 mL of deionized water at 70˚C for about 30 min. The boiled water with the leaves was centrifuged for 10 min at 9000 rpm and filtered using Whatman filter paper to produce clear extraction solution. Then the extract was stored at 4˚C - 8˚C and used as reducing as well as stabilizing/capping agent.</p></sec><sec id="s2_2_2"><title>2.2.2. Determination of the Phytochemical Constituents</title><p>Examination of the biologically active constituents (alkaloids, tannins, flavonoids, phenols, saponins, proteins, carbohydrates and terpenes) in the aqueous extract of Catha edulis leaves was carried out using standard biochemical methods as described by [<xref ref-type="bibr" rid="scirp.117531-ref30">30</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref31">31</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref32">32</xref>].</p></sec><sec id="s2_2_3"><title>2.2.3. Procedure Optimization for the Biosynthesis of AgNPs</title><p>Reaction parameters that could possibly affect the rate of biosynthesis and alter the AgNPs shape and morphology were optimized. The optimization process was performed by changing one factor and keeping the rest constant.</p><p>1) Optimization of the Reactants Ratio, Time, Temperature, and pH</p><p>Different ratios in mL (1:99, 5:95, 10:90 and 15:85) of aqueous extract and 1 mM AgNO<sub>3</sub> respectively were used to find out the optimum values. Experiments were performed at room temp (25˚C) and caution was taken to prevent photoactivation of silver nitrate via keeping the reactants in the dark for the specified testing time.</p><p>Reaction time was monitored at a different time for 48 hrs, by recording visual observations and UV-visible spectra of the formed AgNPs. The effect of temperature on the biosynthesis of AgNPs was also examined at different temperatures (10˚C, 30˚C, 50˚C, and 70˚C) via monitoring the UV-visible spectra of the AgNPs solutions for 24 h/sample.</p><p>The pH effect on the formation of AgNPs was examined at various pH (5.0, 7.0, 8.0 and 9.0) using reactants optimal ratio 1:99 (leaves extract: 1 mM AgNO<sub>3</sub>) and 70˚C. The solution acidity was adjusted using 0.1 N KOH or 0.1 N HCl as needed.</p></sec></sec><sec id="s2_3"><title>2.3. Silver Nanoparticles Biosynthesis under Optimized Conditions</title><p>The synthesis step was done as follows: A volume of 99 mL (1 mM AgNO<sub>3</sub>) was transferred to 250 mL Erlenmeyer flask followed by the addition of 1 mL aqueous leaves extract using a sterilized syringe with small needle. The solution’s acidity was adjusted to pH 9. The flask was covered with aluminum foil and placed on a hot plate whose temperature was maintained at 70˚C. The content was vigorously agitated with a magnetic stirrer for 24 h. Visual observations and UV-visible spectra of the solution were monitored and recorded.</p></sec><sec id="s2_4"><title>2.4. Characterization of AgNPs</title><p>Formation of AgNPs was confirmed by recording the absorbance spectra using UV-visible spectroscopy (Analytical Jena-Specord 205, Germany) between 190 nm and 750 nm. Fourier Transform Infrared Spectroscopy (FTIR) was performed on (Perkin Elmer Spectrum 2, USA) to detect the possible functional groups of biologically active constituents present in the extract. The X-ray diffraction (XRD) measurements were performed on X-ray diffractometer (Bruker AXS, Germany) operated at 10 kV and spectrum was recorded with wavelength of 1.5406 &#197; in the 2θ range of 20˚ to 80˚. The surface morphology and size of the AgNPs were scanned using a scanning electron microscope (SEM) on (JEOL, Tokyo, Japan).</p></sec><sec id="s2_5"><title>2.5. Antibacterial Activity of AgNPs</title><p>The assessment of antibacterial activities of AgNPs was carried out in a laminar flow cabinet with standard sterile conditions using a procedure that was described in previous studies [<xref ref-type="bibr" rid="scirp.117531-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref34">34</xref>]. In summary, the gram-negative (E. coli) and gram-positive (S aureus) bacterial cultures were prepared by the standard process. The petri-dish and agar were autoclaved before use. Leaf extract and silver nanoparticle samples were exposed to UV radiations for 1 h to remove any unwanted bacterial impurity. Pure bacterial (a single colony) cultures were uniformly spread on nutrient agar plates using L-rod glass. Leaf extract, AgNPs and silver nitrate were transferred to sterilized filter paper (Whatman. No 1, 6 mm in diameter) discs, which subsequently were air-dried under sterile conditions. Using sterile forceps, the dry paper discs were placed on the MH agar plate and were left for 30 min for compound diffusion at room temperature. Vancomycin and ciprofloxacin were used as positive controls for Gram-positive Staphylococcus aureus and Gram-negative Escherichia coli bacteria, respectively. The plates were incubated at 37˚C for 24 hrs. Finally, the maximum zone of inhibition against each type of tested microorganism was measured in triplicate.</p></sec><sec id="s2_6"><title>2.6. Antifungal Activity</title><p>Anticandidal activities of AgNPs, AgNO<sub>3</sub>, Catha edulis extract and standards antibiotics against five different C. albicans strains were determined using disk diffusion method according to the guidelines of Clinical and Laboratory Standards Institute (CLSI) for bacteria and yeasts testing [<xref ref-type="bibr" rid="scirp.117531-ref35">35</xref>].</p><p>In brief, a bacterial suspension was made and adjusted to 0.5% McFarland BaSO<sub>4</sub> standard (1.5 &#215; 10<sup>8</sup> colony-forming unit/mL). A sterilized cotton swap was used to spread the standard suspension on the petri dish containing Sabourud dextrose agar (SDA) for culturing the pathogenic fungi. Individual sterile filter papers were made from (Whitman No 1). Each piece was soaked in either 100 or 150 &#181;g/disc of AgNPs, AgNO<sub>3</sub>, Catha edulis leaves extract. Disks were placed on medium containing fungi and incubated at a temperature of 37˚C for 48 hours. The results were monitored for three days. The inhibition zones were measured in mm and the results were recorded.</p></sec></sec><sec id="s3"><title>3. Results and Discussion</title><sec id="s3_1"><title>3.1. Phytochemical Screening Tests and pH Value of the Aqueous Extract</title><p>The results of qualitative phytochemical screening and pH value of aqueous extract of Catha edulis leaves were shown in <xref ref-type="table" rid="table1">Table 1</xref>. The obtained data revealed the presence of alkaloids, flavonoids, phenols, tannins, saponins, carbohydrates, and terpenes. The pH value (7.33 &#177; 0.20) confirmed the availability of some basic active constituents in the extract such as the phenylpropylamino alkaloids, cathinone (aminopropiophenone), cathine and norephedrine. Our results were in-line with data reported previously [<xref ref-type="bibr" rid="scirp.117531-ref36">36</xref>].</p></sec><sec id="s3_2"><title>3.2. Silver Nanoparticles Biosynthesis under Optimized Conditions</title><p>After the addition of leaf aqueous extract to the solution containing 1 mM AgNO<sub>3</sub> under optimized reaction condition (temperature, pH, reactants ration and time), deep reddish-purple color was observed with λ<sub>max</sub> = 403 nm as shown in <xref ref-type="fig" rid="fig1">Figure 1</xref> confirming the synthesis of AgNPs, compared to no color change observed in the absence of plant extract. These results agreed well with the results of previous studies [<xref ref-type="bibr" rid="scirp.117531-ref37">37</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref38">38</xref>]. Kumar and Kathireswari, suggested that color change is due to the excitation of surface plasmon resonance (SPR) of AgNPs which results from the reduction of Ag<sup>+</sup> to Ag<sup>0</sup> by the biologically active constituents of the leaves aqueous extract. In addition, these constituents act also as stabilizing agents for the AgNPs [<xref ref-type="bibr" rid="scirp.117531-ref39">39</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref40">40</xref>]. The location of SPR wave-length below 450 nm for the deep reddish-purple solution may indicate the formation of spherical AgNPs as suggested by previous researcher [<xref ref-type="bibr" rid="scirp.117531-ref41">41</xref>]. The appearance of a single SPR band in the absorption spectrum is a confirmation of spherical nanoparticles [<xref ref-type="bibr" rid="scirp.117531-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref43">43</xref>]. Moreover, with increasing the time of incubation “<xref ref-type="fig" rid="fig2">Figure 2</xref>”, there was an increase in the absorbance intensity without any additional blue shift</p><table-wrap id="table1" ><label><xref ref-type="table" rid="table1">Table 1</xref></label><caption><title> Phytochemical screening and pH value of Catha edulis leaf extract</title></caption><table><tbody><thead><tr><th align="center" valign="middle" >S. no.</th><th align="center" valign="middle" >Phytochemicals</th><th align="center" valign="middle" >Catha edulis</th></tr></thead><tr><td align="center" valign="middle" >1</td><td align="center" valign="middle" >Alkaloids</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >2</td><td align="center" valign="middle" >Tannins</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >3</td><td align="center" valign="middle" >Flavonoids</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >4</td><td align="center" valign="middle" >Phenols</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >5</td><td align="center" valign="middle" >Saponins</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >6</td><td align="center" valign="middle" >Proteins</td><td align="center" valign="middle" >–</td></tr><tr><td align="center" valign="middle" >7</td><td align="center" valign="middle" >Carbohydrates</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >8</td><td align="center" valign="middle" >Terpenes</td><td align="center" valign="middle" >+</td></tr><tr><td align="center" valign="middle" >9</td><td align="center" valign="middle" >pH</td><td align="center" valign="middle" >7.33 &#177; 0.2</td></tr></tbody></table></table-wrap><p>+ sign indicates positive test and − sign indicates negative test.</p><p>in λ<sub>max</sub> indicating a complete reduction of silver ions after 24 h. Similar observation was reported by other investigators [<xref ref-type="bibr" rid="scirp.117531-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref44">44</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref45">45</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref46">46</xref>].</p><p>The biosynthesis of AgNPs at optimum reaction conditions was favorable due to higher kinetic energy and surface charges of the biologically active constituents. This resulted in faster Ag<sup>+</sup> reduction and deposition of the biological constituents on the surface of the AgNPs leading to less aggregation of the nanoparticles.</p></sec><sec id="s3_3"><title>3.3. Parameters’ Optimization for the Biosynthesis of AgNPs</title><sec id="s3_3_1"><title>3.3.1. Effect of Reactants Ratio and Reaction Time on Biosynthesis of AgNPs</title><p>Photographic observation shown in <xref ref-type="fig" rid="fig3">Figure 3</xref> revealed that the reduction of Ag<sup>+</sup> to Ag<sup>0</sup> was occurred, and the process was dependent on the reactants’ ratio. The optimum ratio of Catha edulis aqueous extract to that of AgNO<sub>3</sub> was 1:99 (v/v). This was confirmed by the UV-visible spectra “<xref ref-type="fig" rid="fig4">Figure 4</xref>” which showed that the highest peak was produced when the aforementioned ratio (1:99) was used. In the cases when the extract volume was increased, the observed color change of</p><p>the solution was less intense and the absorption was decreased, which may be attributed to the production of biosynthesized silver nanoparticles with large size particles. On the other hand, when the extract volume was less than the optimal value (i.e. the biologically active constituents were lower), the chances of silver nanoparticles formation were less, and therefore the absorption intensity was decreased. Similar observation was reported earlier [<xref ref-type="bibr" rid="scirp.117531-ref47">47</xref>].</p><p>The effect of contact time between silver nitrate and Catha edulis aqueous extract on the formation AgNPs was also investigated at room temperature. Results shown in <xref ref-type="fig" rid="fig5">Figure 5</xref> indicated that the absorption intensity of the UV-Vis band increased with increasing incubation time. Furthermore, when the incubation time was less than 1 h, the AgNPs were not formed. Our results were in-line with those reported by [<xref ref-type="bibr" rid="scirp.117531-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref47">47</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref48">48</xref>].</p></sec><sec id="s3_3_2"><title>3.3.2. Effect of Temperature</title><p>Temperature is an important factor with a significant effect on biosynthesis of AgNPs. Data in <xref ref-type="fig" rid="fig6">Figure 6</xref> suggested that the optimum temperature for the synthesis of AgNPs was 70˚C. As the reaction temperature increased from 10˚C to 70˚C, the rate of the reduction process of Ag<sup>+</sup> to Ag<sup>0</sup> went up due to increasing the kinetic energy of biologically active constituents. The rapid change and more intense color formation at higher temperature was noticed, which was associated with blue shift, narrow peaks and higher absorption intensity of the UV-Vis spectra indicating the production of higher amount of AgNPs with smaller particle size. Our observations were in agreement with the results of previous studies [<xref ref-type="bibr" rid="scirp.117531-ref47">47</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref48">48</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref49">49</xref>]. On the contrary, the UV-Vis spectrum at lower temperature had a broader UV-Vis absorption band, which could be ascribed to the formation of large size AgNPs as suggested previously [<xref ref-type="bibr" rid="scirp.117531-ref50">50</xref>].</p></sec><sec id="s3_3_3"><title>3.3.3. Effect of pH</title><p>Another important parameter is the pH, which affects the AgNPs biosynthesis. <xref ref-type="fig" rid="fig7">Figure 7</xref> suggested that pH 9.0 was found to be the most favorable medium for the biosynthesis of AgNPs, where the blue shift was also observed. The λ<sub>max</sub> was recorded at 403 nm, indicating the formation of smaller size of AgNPs. Moreover, the results showed that increasing reaction medium pH from acidic (pH 5.0) to alkaline (pH 9.0) resulted in improving the rate of bioreduction process of Ag<sup>+</sup> possibly due to forming more negative ionizable groups of the natural biologically active constituents present in the extract. This was also suggested by the rapid increase in the color intensity of the reaction solution and the UV-vis absorption peak at alkaline pH. Similar results were reported in the literature [<xref ref-type="bibr" rid="scirp.117531-ref50">50</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref51">51</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref52">52</xref>]. Acidic pH tends to cause nucleation and form large particles size as noted by [<xref ref-type="bibr" rid="scirp.117531-ref34">34</xref>].</p></sec><sec id="s3_3_4"><title>3.3.4. FTIR Spectroscopy</title><p>FTIR spectra of the Catha edulis leaf extract and biosynthesized AgNPs were shown in <xref ref-type="fig" rid="fig8">Figure 8</xref>. The spectrum of the leaf extract “<xref ref-type="fig" rid="fig8">Figure 8</xref>(A)” exhibited a strong band at 3368.69 assigned to OH<sup>−</sup> stretching alcohol group. This band experienced a significant decrease in its intensity and a large shift toward higher wavenumber (3410.56 cm<sup>−1</sup>) in the spectrum of AgNPs “<xref ref-type="fig" rid="fig8">Figure 8</xref>(B)” indicating the binding of silver ions with hydroxyl groups of phenolic compounds, flavonoids, terpenoids and carbohydrate present in leaf extract [<xref ref-type="bibr" rid="scirp.117531-ref34">34</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref53">53</xref>]. Both spectra showed a band at 2930.7 cm<sup>−1</sup> assigned to C-H vibration mode. A prominent band (1622.91 cm<sup>−1</sup>) in the spectrum of the leaf extract that could be attributed to stretching of amide I [<xref ref-type="bibr" rid="scirp.117531-ref53">53</xref>] or vibration of cyclobenzene [<xref ref-type="bibr" rid="scirp.117531-ref54">54</xref>] exhibited a shift toward lower wavenumber (1610.81 cm<sup>−1</sup>) and major decrease in the absorption</p><p>intensity indicating the interaction of this group with AgNPs. The shift in (C-O) absorbance band from 1408.55 cm<sup>−1</sup> (leaf extract) to 1384.56 cm<sup>−1</sup> (AgNPs) was attributed to the coordination of the silver ions with carboxylate [<xref ref-type="bibr" rid="scirp.117531-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref53">53</xref>]. The change in the position of (C-N) band from 1089.95 cm<sup>−1</sup> (leaf extract) to 1051.7 cm<sup>−1</sup> (AgNPs), indicates the involvement of aliphatic amine in the formation of silver nanoparticles [<xref ref-type="bibr" rid="scirp.117531-ref42">42</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref53">53</xref>]. The peak observed at 842.95 cm<sup>−1</sup> (AgNPs) was attributed to the bending vibrations of C-H groups of phenyl rings [<xref ref-type="bibr" rid="scirp.117531-ref55">55</xref>]. The final shift in absorption peak from 600.49, (leaf extract) to 634.17 cm<sup>−1</sup> (AgNPs) indicated the bonding between silver nanoparticles and the oxygen of hydroxyl groups [<xref ref-type="bibr" rid="scirp.117531-ref42">42</xref>]. FTIR spectroscopy confirmed that the active constituents of the leaf extract such as flavonoids, terpenoids, and carbohydrates had a major role in the formation of AgNPs via transformation mechanism from enol to keto form [<xref ref-type="bibr" rid="scirp.117531-ref56">56</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref57">57</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref58">58</xref>]. The abundance of -OH groups present in quercetin, for example, may be responsible for releasing reactive hydrogen atoms that reduce silver ions to AgNPs [<xref ref-type="bibr" rid="scirp.117531-ref59">59</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref60">60</xref>].</p></sec><sec id="s3_3_5"><title>3.3.5. X-Ray Diffraction (XRD)</title><p>The XRD analysis was done to figure out the crystalline nature of the AgNPs. The XRD pattern showed many distinct peaks at approximately 38.20˚, 45.50˚, 64.60˚ and 77.38˚ corresponding to (111), (200), (220), and (311) planes of silver metal respectively “<xref ref-type="fig" rid="fig9">Figure 9</xref>”.</p><p>These peaks indicated the crystalline face-centered-cubic (fcc) nature of the AgNPs and are in agreement with the database of the Joint Committee on Powder Diffraction Standards (JCPDS No. 04-0783). The XRD peaks revealed that the synthesized silver nanoparticles were spherical and crystalline in nature [<xref ref-type="bibr" rid="scirp.117531-ref49">49</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref61">61</xref>]. Additional peaks were also observed at 27.42˚, 44.36˚, 56.56˚, 66.44˚, and 75. 34˚; may be due to organic constituents that were present in the extract and responsible for silver ions reduction and stabilization of resultant nanoparticles. Using Debye-Scherrer Equation [<xref ref-type="bibr" rid="scirp.117531-ref51">51</xref>], the calculated average crystallite of the AgNPs were ~27 nm.</p></sec><sec id="s3_3_6"><title>3.3.6. Scanning Electron Microscopy (SEM)</title><p>For additional confirmation of the size and shape of the biosynthesized AgNPs, SEM analysis was carried out. <xref ref-type="fig" rid="fig1">Figure 1</xref>0 confirmed the biosynthesis of spherical</p><p>particles shape with average size 32 nm. This result confirmed our UV-Vis data where a single sharp peak was seen indicating the formation of smaller particles. AgNPs showed some agglomeration that could be attributed to the presence of bio-reducing and capping agents of Catha edulis aqueous extract around and on the surface of the biosynthesized AgNPs [<xref ref-type="bibr" rid="scirp.117531-ref45">45</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref50">50</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref62">62</xref>].</p></sec><sec id="s3_3_7"><title>3.3.7. Antimicrobial Activity of AgNPs against Pathogenic Antibiotic Sensitive Bacteria</title><p>The bio-fabricated silver nanoparticles using Catha edulis aqueous extract were evaluated for their antibacterial activity using selected pathogenic bacteria which were sensitive to vancomycin and ciprofloxacin antibiotics. In the current work, the inhibition zones caused by AgNPs, silver nitrate and leaf extract disks were noted and measured after 24 hours of incubation at 37˚C. Mariselvam et al., suggested that zones with diameters of &lt;9 mm were considered as inactive, 9 - 12 mm as moderately active, and 13 - 18 mm as active [<xref ref-type="bibr" rid="scirp.117531-ref63">63</xref>]. Antimicrobial activities of AgNPs samples (100 &#181;g/disc and 150 &#181;g/disc) shown in <xref ref-type="table" rid="table2">Table 2</xref>, <xref ref-type="fig" rid="fig1">Figure 1</xref>1, and <xref ref-type="fig" rid="fig1">Figure 1</xref>2 against human pathogenic antibiotic-sensitive bacteria revealed that the AgNPs have a moderately active antimicrobial activity against both S. aureus and E. coli sensitive strains that reached 13.2 &#177; 0.3 and 14.0 &#177; 0.5 mm respectively. Higher inhibition zones were observed with increasing AgNPs concentration to reach 18.3 &#177; 0.57 and 20.0 &#177; 0.5 mm. The antibacterial activities of AgNPs are relatively good compared to those observed with standard 30 &#181;g/disc vancomycin and 5 &#181;g ciprofloxacin antibiotics. Our results were in line with those reported in the literature [<xref ref-type="bibr" rid="scirp.117531-ref33">33</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref38">38</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref64">64</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref65">65</xref>]. Interestingly, the aqueous leaf extract did not show observable antibacterial activities against both −ve and +ve sensitive bacterial strains, while Ag<sup>+</sup> activity was about 50% of that exhibited by the AgNPs. Shanmuganathan et.al attributed that to the high areas-to-volume ratio of the AgNPs that enable them to penetrate the bacteria cell walls and cause the death of bacteria as a final result via various proposed mechanisms [<xref ref-type="bibr" rid="scirp.117531-ref66">66</xref>].</p><table-wrap id="table2" ><label><xref ref-type="table" rid="table2">Table 2</xref></label><caption><title> Antibacterial activities of 100 &#181;g/disc and 150 &#181;g/disc of AgNPs, AgNO<sub>3</sub>, Catha edulis leaf extract, and reference antibiotic drugs (ciprofloxacin and vancomycin) against E. coli and S. aureus pathogenic antibiotic sensitive bacteria</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Conc. of AgNPs</th><th align="center" valign="middle"  rowspan="2"  >Pathogenic species</th><th align="center" valign="middle"  colspan="5"  >Mean zone of inhibition (mm &#177; SD)</th></tr></thead><tr><td align="center" valign="middle" >AgNPs</td><td align="center" valign="middle" >AgNO<sub>3</sub></td><td align="center" valign="middle" >Leaf extract</td><td align="center" valign="middle" >Vancomycin 30 &#181;g</td><td align="center" valign="middle" >Ciprofloxacin 5 &#181;g</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >100 &#181;g/disc</td><td align="center" valign="middle" >S. aureus</td><td align="center" valign="middle" >13.2 &#177; 0.3</td><td align="center" valign="middle" >7.0 &#177; 0.2</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" >27.0 &#177; 0.0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >E. coli</td><td align="center" valign="middle" >14.0 &#177; 0.5</td><td align="center" valign="middle" >7.0 &#177; 0.4</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >30.0 &#177; 0.0</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >150 &#181;g/disc</td><td align="center" valign="middle" >S. aureus</td><td align="center" valign="middle" >18.3 &#177; 0.3</td><td align="center" valign="middle" >9.2 &#177; 0.57</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" >27.0 &#177; 0.0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >E. coli</td><td align="center" valign="middle" >20.0 &#177; 0.5</td><td align="center" valign="middle" >9.5 &#177; 0.5</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >30.0 &#177; 0.0</td></tr></tbody></table></table-wrap><p>NA<sup>a</sup> represents poor antibacterial activity.</p></sec><sec id="s3_3_8"><title>3.3.8. Antimicrobial Activity of AgNPs against Pathogenic Antibiotic Resistance Bacteria</title><p>The antimicrobial efficacy of bio-fabricated AgNPs was investigated against two antibiotic-resistant bacteria strains namely methicillin-resistant S. aureus (MRSA) and extended-spectrum β-lactamase-producing E. coli bacteria. Two different concentrations (100 and 150 &#181;g/disc) of AgNPs were used and their antibacterial activities were compared to those of Ag<sup>+</sup>, catha edulis aqueous extract, and antibiotic standards as shown in <xref ref-type="table" rid="table3">Table 3</xref>, <xref ref-type="fig" rid="fig1">Figure 1</xref>3, and <xref ref-type="fig" rid="fig1">Figure 1</xref>4. Few observations could be made from these findings. First, E. coli Gram −ve bacteria is totally resistant to antibiotic ciprofloxacin standard at a concentration of 5 &#181;g while Gram +ve S. aureus exhibits a moderate resistivity against vancomycin (30 &#181;g) antibiotic standard. The inhibition zone of standard vancomycin which is considered the drug of choice to treat S. aureus bacterial infection reached only 14 &#177; 0 mm. Second, AgNPs showed moderate inhibition against both resistant bacteria strains. The inhibition efficacy increased with increasing concentration and even exceed the inhibition activity of standard vancomycin antibiotic. This finding confirms previous results of the high potentials of using AgNPs as an alternative therapeutic strategy to tackle the wide spread of antibiotic-resistant bacteria infections [<xref ref-type="bibr" rid="scirp.117531-ref21">21</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref22">22</xref>] [<xref ref-type="bibr" rid="scirp.117531-ref67">67</xref>]. Third, leaf aqueous extracts of Catha edulis and silver ions apparently were inactive against both resistant bacteria strains according to the classification of [<xref ref-type="bibr" rid="scirp.117531-ref63">63</xref>]. Fourth, the inhibition zone was higher for the Gram-negative bacteria (E. coli) compared to that of Gram-positive bacteria (S. aureus). The difference in sensitivity may be attributed to the variation in the cell membrane structure. Cell membrane of Gram-negative bacteria is covered by peptidoglycan as single layer, whereas cell membrane of Gram-positive bacteria is covered by peptidoglycan as multi-layers that make the cell more rigid for nano particle penetration [<xref ref-type="bibr" rid="scirp.117531-ref69">69</xref>].</p><table-wrap id="table3" ><label><xref ref-type="table" rid="table3">Table 3</xref></label><caption><title> Antibacterial activities of 100 &#181;g/disc and 150 &#181;g/disc of AgNPs, AgNO<sub>3</sub>, Catha edulis leaf extract, and reference antibiotic drugs (ciprofloxacin and vancomycin) against E. coli and S. aureus pathogenic antibiotic-resistant bacteria</title></caption><table><tbody><thead><tr><th align="center" valign="middle"  rowspan="2"  >Conc. of AgNPs</th><th align="center" valign="middle"  rowspan="2"  >Pathogenic species</th><th align="center" valign="middle"  colspan="5"  >Mean zone of inhibition (mm &#177; SD)</th></tr></thead><tr><td align="center" valign="middle" >AgNPs</td><td align="center" valign="middle" >AgNO<sub>3</sub></td><td align="center" valign="middle" >Leaf extract</td><td align="center" valign="middle" >Vancomycin 30 &#181;g</td><td align="center" valign="middle" >Ciprofloxacin 5 &#181;g</td></tr><tr><td align="center" valign="middle"  rowspan="2"  >100 &#181;g/disc</td><td align="center" valign="middle" >S. aureus</td><td align="center" valign="middle" >11.2 &#177; 0.57</td><td align="center" valign="middle" >7.0 &#177; 0.2</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" >14.0 &#177; 0.0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >E. coli</td><td align="center" valign="middle" >12.0 &#177; 0.5</td><td align="center" valign="middle" >7.0 &#177; 0.4</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >NA<sup>a</sup></td></tr><tr><td align="center" valign="middle"  rowspan="2"  >150 &#181;g/disc</td><td align="center" valign="middle" >S. aureus</td><td align="center" valign="middle" >15.0 &#177; 0.5</td><td align="center" valign="middle" >9.5 &#177; 0.5</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" >14.0 &#177; 0.0</td><td align="center" valign="middle" ></td></tr><tr><td align="center" valign="middle" >E. coli</td><td align="center" valign="middle" >16.0 &#177; 0.6</td><td align="center" valign="middle" >9.5 &#177; 0.5</td><td align="center" valign="middle" >NA<sup>a</sup></td><td align="center" valign="middle" ></td><td align="center" valign="middle" >NA<sup>a</sup></td></tr></tbody></table></table-wrap><p>NA<sup>a</sup> represents poor antibacterial activity.</p></sec><sec id="s3_3_9"><title>3.3.9. Antifungal Activity of AgNPs against C. albicans</title><p>Antifungal efficacy of AgNPs against Candida albicans was examined on five different isolates and the results were compared with those of standard antibiotics (nystatin 50 &#181;g, itraconazole 30 &#181;g, ketoconazole 30 &#181;g and fluconazole 10 &#181;g), Catha edulis extract and AgNO<sub>3</sub>. The results were presented in Figures 15(a)-(e)</p><p>and <xref ref-type="fig" rid="fig1">Figure 1</xref>6. It could be inferred from these data that AgNPs exhibited excellent anticandidal activity against all isolates exceeding the efficacy of the four standard antibiotics which are considered among the drug of choice to tackle Candida albicans infections. The antifungal activity of AgNPs is a concentration dependent where the inhibition zones were larger when 150 &#181;g/disc was used compared to 100 &#181;g/disc AgNPs solution. This finding was in agreement with the work of Paul et al. [<xref ref-type="bibr" rid="scirp.117531-ref68">68</xref>].</p><p>Furthermore, the degree of anticandidal activity of AgNPs varied from one isolate to another. This was expected since the five isolates were taken from five different patients who possibly had developed different degrees of antibiotic resistance. This observation was also seen for antibiotics, AgNO<sub>3</sub> and leaf extract. For instance, all substances exhibited anticandidal activity against Candida albicans in isolates 1 and 2 to various degrees, while only AgNPs and standard antibiotics had antifungal activity in isolate 4. On the other hand, itraconazole had antifungal activity only against three out of five isolates. Interestingly, Catha edulis extract inhibited Candida albicans in four isolates out five. Plants species in general have developed a unique defense system against pathogenic infections via the development of secondary metabolites [<xref ref-type="bibr" rid="scirp.117531-ref69">69</xref>]. Saponin compounds which were tested positively in Catha edulis extract in our work were previously reported to have antimicrobial activity [<xref ref-type="bibr" rid="scirp.117531-ref70">70</xref>].</p><p>The antibiotic resistance is a result of the natural adaptation and unique mechanism developed by bacteria and fungi against antibiotics. Thus, nanoparticles and more specifically AgNPs could be alternative and successful therapeutic antimicrobial agents due to their chemistry, physical and morphology. These agents have a direct attachment to the cell wall of the invasive bacteria and fungi and in this way, pathogens may have less chance to develop ABR [<xref ref-type="bibr" rid="scirp.117531-ref69">69</xref>].</p></sec></sec></sec><sec id="s4"><title>4. Conclusion</title><p>AgNPs have been successfully biosynthesized using Catha edulis aqueous extract. The formation of AgNPs was critically dependent on the concentration of leaf extract, reaction time, pH and temperature which affected the size, and shape of the AgNPs. The biosynthesized AgNPs exhibited a high energy SPR band at 403 nm, as indicated by UV-Vis spectroscopy. Analytical techniques revealed that AgNPs were spherically shaped and crystalline in nature with an average diameter between 27 and 32 nm. AgNPs showed significant antimicrobial activities against pathogenic sensitive and resistant strains of S. aureus and E. coli as well as Candia albicans which exceeded that of the standard antibiotics, Catha edulis extract and AgNO<sub>3</sub>. It is highly anticipated that biogenic metallic NPs could be viable and economical alternatives for treating drug resistant bacterial and fungi infections and deserve further clinal investigation.</p></sec><sec id="s5"><title>Acknowledgements</title><p>The authors are thankful to the University of Science and Technology (UST), Faculty of Pharmaceutical Sciences and Central for Research and Pharmaceutical Studies (CRPS), Sana’a, Yemen.</p></sec><sec id="s6"><title>Ethical Approval</title><p>The anti-fungal study was approved by the Ethics Committee for Scientific Research, Faculty of Medicine and Health Sciences, Taiz University, Taiz, Yemen.</p></sec><sec id="s7"><title>Conflicts of Interest</title><p>The authors have not declared any conflict of interest.</p></sec><sec id="s8"><title>Cite this paper</title><p>Numan, A.A., Ahmed, M., Galil, M.S.A., Al-Qubati, M., Raweh, A.A. and Helmi, E.A. (2022) Bio-Fabrication of Silver Nanoparticles Using Catha edulis Extract: Procedure Optimization and Antimicrobial Efficacy Encountering Antibiotic-Resistant Pathogens. Advances in Nanoparticles, 11, 31-54. https://doi.org/10.4236/anp.2022.112004</p></sec></body><back><ref-list><title>References</title><ref id="scirp.117531-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Dadgostar, P. (2019) Antimicrobial Resistance: Implications and Costs. Infection and Drug Resistance, 12, 3903-3910. https://doi.org/10.2147/IDR.S234610</mixed-citation></ref><ref id="scirp.117531-ref2"><label>2</label><mixed-citation publication-type="other" xlink:type="simple">Roope, L.S., et al. (2019) The Challenge of Antimicrobial Resistance: What Economics Can Contribute. 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