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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Chem.</journal-id>
<journal-title>Frontiers in Chemistry</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Chem.</abbrev-journal-title>
<issn pub-type="epub">2296-2646</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1380523</article-id>
<article-id pub-id-type="doi">10.3389/fchem.2024.1380523</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Chemistry</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Acyl pyrazole sulfonamides as new antidiabetic agents: synthesis, glucosidase inhibition studies, and molecular docking analysis</article-title>
<alt-title alt-title-type="left-running-head">Ahmed et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fchem.2024.1380523">10.3389/fchem.2024.1380523</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Ahmed</surname>
<given-names>Atteeque</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zaib</surname>
<given-names>Sumera</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1070725/overview"/>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Bhat</surname>
<given-names>Mashooq Ahmad</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2106732/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Saeed</surname>
<given-names>Aamer</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<contrib contrib-type="author">
<name>
<surname>Altaf</surname>
<given-names>Muhammad Zain</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Zahra</surname>
<given-names>Fatima Tuz</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Shabir</surname>
<given-names>Ghulam</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Rana</surname>
<given-names>Nehal</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Khan</surname>
<given-names>Imtiaz</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
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<aff id="aff1">
<sup>1</sup>
<institution>Department of Chemistry</institution>, <institution>Quaid-i-Azam University</institution>, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Basic and Applied Chemistry</institution>, <institution>Faculty of Science and Technology</institution>, <institution>University of Central Punjab</institution>, <addr-line>Lahore</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Pharmaceutical Chemistry</institution>, <institution>College of Pharmacy</institution>, <institution>King Saud University</institution>, <addr-line>Riyadh</addr-line>, <country>Saudi Arabia</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Chemistry and Manchester Institute of Biotechnology</institution>, <institution>The University of Manchester</institution>, <addr-line>Manchester</addr-line>, <country>United Kingdom</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1995419/overview">Behrooz Maleki</ext-link>, University of Mazandaran, Iran</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1816979/overview">Mohammed Abdel-Maksoud</ext-link>, National Research Centre, Egypt</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1652374/overview">Ibrahim F. Nassar</ext-link>, Ain Shams University, Egypt</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Aamer Saeed, <email>asaeed@qau.edu.pk</email>; Sumera Zaib, <email>sumera.zaib@ucp.edu.pk</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>17</day>
<month>04</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>12</volume>
<elocation-id>1380523</elocation-id>
<history>
<date date-type="received">
<day>01</day>
<month>02</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>03</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Ahmed, Zaib, Bhat, Saeed, Altaf, Zahra, Shabir, Rana and Khan.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Ahmed, Zaib, Bhat, Saeed, Altaf, Zahra, Shabir, Rana and Khan</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Diabetes mellitus is a multi-systematic chronic metabolic disorder and life-threatening disease resulting from impaired glucose homeostasis. The inhibition of glucosidase, particularly <italic>&#x3b1;</italic>-glucosidase, could serve as an effective methodology in treating diabetes. Attributed to the catalytic function of glucosidase, the present research focuses on the synthesis of sulfonamide-based acyl pyrazoles <bold>(5a-k)</bold> followed by their <italic>in vitro</italic> and <italic>in silico</italic> screening against <italic>&#x3b1;</italic>-glucosidase. The envisaged structures of prepared compounds were confirmed through NMR and FTIR spectroscopy and mass spectrometry. All compounds were found to be more potent against <italic>&#x3b1;</italic>-glucosidase than the standard drug, acarbose (IC<sub>50</sub> &#x3d; 35.1 &#xb1; 0.14&#xa0;<italic>&#xb5;</italic>M), with IC<sub>50</sub> values ranging from 1.13 to 28.27&#xa0;<italic>&#xb5;</italic>M. However, compound <bold>5a</bold> displayed the highest anti-diabetic activity (IC<sub>50</sub> &#x3d; 1.13 &#xb1; 0.06&#xa0;<italic>&#xb5;</italic>M). Furthermore, <italic>in silico</italic> studies revealed the intermolecular interactions of most potent compounds (<bold>5a</bold> and <bold>5b</bold>), with active site residues reflecting the importance of pyrazole and sulfonamide moieties. This interaction pattern clearly manifests various structure&#x2013;activity relationships, while the docking results correspond to the IC<sub>50</sub> values of tested compounds. Hence, recent investigation reveals the medicinal significance of sulfonamide-clubbed pyrazole derivatives as prospective therapeutic candidates for treating type 2 diabetes mellitus (T2DM).</p>
</abstract>
<abstract abstract-type="graphical">
<title>Graphical Abstract</title>
<p>
<graphic xlink:href="FCHEM_fchem-2024-1380523_wc_abs.tif" position="anchor"/>
</p>
</abstract>
<kwd-group>
<kwd>alpha glucosidase</kwd>
<kwd>diabetes mellitus</kwd>
<kwd>pyrazole-clubbed sulfonamides</kwd>
<kwd>pharmacokinetics</kwd>
<kwd>SeeSAR</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Organic Chemistry</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>Heterocyclic compounds generally hold a significant position in medicinal and organic chemistry with their diverse range of biological and pharmacological properties (<xref ref-type="bibr" rid="B4">Ansari and Lal, 2009</xref>; <xref ref-type="bibr" rid="B51">Shiro et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Akhtar et al., 2017</xref>; <xref ref-type="bibr" rid="B27">Kakkar and Narasimhan, 2019</xref>). Owing to their importance, they contribute considerably to the development of potent and therapeutic drugs. Among the heterocyclic compounds that contain nitrogen and sulfur, sulfonamide derivatives with a pyrazole moiety hold a privileged position in organic chemistry (<xref ref-type="bibr" rid="B34">Ko&#x142;aczek et al., 2014</xref>; <xref ref-type="bibr" rid="B31">Khan et al., 2016</xref>; <xref ref-type="bibr" rid="B14">Dhameja and Gupta, 2019</xref>; <xref ref-type="bibr" rid="B18">Faisal et al., 2019</xref>). They not only act as anticonvulsants (<xref ref-type="bibr" rid="B2">Abdul-Gafoor, 2016</xref>; <xref ref-type="bibr" rid="B1">Abdelgawad et al., 2018</xref>; <xref ref-type="bibr" rid="B42">Mishra et al., 2018</xref>), anti-stress and anxiogenics (<xref ref-type="bibr" rid="B11">Channar et al., 2018</xref>; <xref ref-type="bibr" rid="B48">Saha and Pal, 2020</xref>), antitumor (<xref ref-type="bibr" rid="B11">Channar et al., 2018</xref>), antiviral (<xref ref-type="bibr" rid="B6">Badampudi et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Ko&#x142;aczek et al., 2014</xref>; <xref ref-type="bibr" rid="B36">Kumar et al., 2015</xref>; <xref ref-type="bibr" rid="B45">Mustafa et al., 2022</xref>), antimicrobial, anticholinesterase (<xref ref-type="bibr" rid="B44">Mumtaz et al., 2019</xref>; <xref ref-type="bibr" rid="B21">Ghosh et al., 2020</xref>; Verma et al., 2020), antiulcer (<xref ref-type="bibr" rid="B30">Khan et al., 2018</xref>), and antimalarial (<xref ref-type="bibr" rid="B54">Thillainayagam et al., 2020</xref>) but also exhibit a variety of enzyme inhibition properties (<xref ref-type="bibr" rid="B44">Mumtaz et al., 2019</xref>; <xref ref-type="bibr" rid="B8">Bayrak, 2022</xref>; <xref ref-type="bibr" rid="B10">Chalkha et al., 2022</xref>; <xref ref-type="bibr" rid="B45">Mustafa et al., 2022</xref>). Additionally, some of the pyrazole-containing sulfonamide derivatives have been tested against <italic>&#x3b1;</italic>-glucosidase (<xref ref-type="bibr" rid="B52">Shu et al., 2016</xref>; <xref ref-type="bibr" rid="B5">Azimi et al., 2021</xref>). Others were found to be effective inhibitors of acetylcholinesterase, <italic>&#x3b2;</italic>-amyloid precursor protein cleavage enzyme 1 (BACE-1), and other metabolic enzymes (<xref ref-type="bibr" rid="B56">Tugrak et al., 2021</xref>; <xref ref-type="bibr" rid="B20">Gehlot et al., 2022</xref>).</p>
<p>Controlling diabetes is one of the greatest challenges of the 21st century (<xref ref-type="bibr" rid="B32">Kharroubi and Darwish, 2015</xref>; <xref ref-type="bibr" rid="B9">Bellary et al., 2021</xref>). Diabetes mellitus (DM), a multi-factorial syndrome, is a leading illness globally, and its prevalence is expected to double by 2030, with developing nations experiencing a 69% increase and industrialized countries a 20% increase. Due to being an endocrine disorder, diabetes is characterized by high blood glucose levels (hyperglycemia) (<xref ref-type="bibr" rid="B32">Kharroubi and Darwish, 2015</xref>; <xref ref-type="bibr" rid="B9">Bellary et al., 2021</xref>). These rising levels have been linked to serious health problems like cardiovascular diseases (<xref ref-type="bibr" rid="B46">O&#x2019;gara et al., 2013</xref>; <xref ref-type="bibr" rid="B33">Kobayashi and Liang, 2015</xref>; <xref ref-type="bibr" rid="B61">Zhao et al., 2021</xref>), nephropathy (<xref ref-type="bibr" rid="B43">Mora-Fern&#xe1;ndez et al., 2014</xref>), retinopathy (<xref ref-type="bibr" rid="B22">Gispen and Biessels, 2000</xref>; <xref ref-type="bibr" rid="B41">Mensah and Kohner, 2002</xref>), encephalopathy (<xref ref-type="bibr" rid="B58">Veves and Malik, 2007</xref>), thrombosis (<xref ref-type="bibr" rid="B57">Vazzana et al., 2012</xref>), and Alzheimer&#x2019;s disease (<xref ref-type="bibr" rid="B35">Kong et al., 2020</xref>). This is thus referred to as the <italic>&#x3b1;</italic>-Federation (IDF), with diabetes and its complications accounting for millions of deaths annually (<xref ref-type="bibr" rid="B47">Rogach et al., 2021</xref>). One of the most effective treatments for diabetics with postprandial hyperglycemia is to prevent the digestion of dietary carbohydrates (<xref ref-type="bibr" rid="B55">Tucci et al., 2010</xref>).</p>
<p>
<italic>&#x3b2;</italic>-glucosidase is an enzyme that catalyzes the hydrolysis of cellobiose&#x2019;s glycosidic bonds to produce glucose in the digestive system (<xref ref-type="bibr" rid="B36">Kumar et al., 2015</xref>). Similarly, <italic>&#x3b1;</italic>-glucosidase converts starch and other dietary carbohydrates into glucose (<xref ref-type="bibr" rid="B26">Joshi et al., 2015</xref>). After that, the breakdown of carbohydrates releases glucose into the bloodstream, causing hyperglycemia (<xref ref-type="bibr" rid="B55">Tucci et al., 2010</xref>; <xref ref-type="bibr" rid="B26">Joshi et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Kumar et al., 2015</xref>). Consequently, the inhibition of <italic>&#x3b1;</italic>- and <italic>&#x3b2;</italic>-glucosidase enzymes can suppress the digestion of carbohydrates, causing a delay in the absorption of glucose and resulting in decreased blood sugar levels (<xref ref-type="bibr" rid="B55">Tucci et al., 2010</xref>; <xref ref-type="bibr" rid="B26">Joshi et al., 2015</xref>; <xref ref-type="bibr" rid="B36">Kumar et al., 2015</xref>). Nevertheless, drugs like acarbose, voglibose, and miglitol inhibit the glucosidase enzyme, although it is commonly reported that they have undesirable side effects such as diarrhea, abdominal pain, bloating, and flatulence (<xref ref-type="bibr" rid="B39">Lee et al., 2007</xref>; <xref ref-type="bibr" rid="B19">Fang et al., 2010</xref>; <xref ref-type="bibr" rid="B13">Derosa and Maffioli, 2012</xref>). Moreover, these drugs have been proven to reduce their effectiveness over time; hence, new and improved <italic>&#x3b1;</italic>- and <italic>&#x3b2;</italic>-glucosidase inhibitors are highly desired.</p>
<p>We here report a cheap and easy method for the synthesis of a novel series of sulfonamides linked with the pyrazole nucleus. Pyrazole and sulfonamides as individual moieties have a broad biological profile, including glucosidase inhibition. Various pyrazole-based sulfonamide compounds have been published with potent biological activities (<xref ref-type="fig" rid="F1">Figure 1</xref>) (<xref ref-type="bibr" rid="B14">Dhameja and Gupta, 2019</xref>; <xref ref-type="bibr" rid="B28">Kausar et al., 2021</xref>; <xref ref-type="bibr" rid="B16">Ebenezer et al., 2022</xref>). Hence, considering their medicinal significance, we designed hybrid chemical entities by combining two different pharmacophoric cores in a single molecular architecture to address the health-related concerns and challenges in modern organic chemistry while also providing easy access to potent <italic>&#x3b1;</italic>-glucosidase inhibitors. To investigate the biological profile of the synthesized molecules, glucosidase inhibition analysis was conducted, and the data acquired were addressed using molecular docking analysis.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Sulfonamide compounds incorporating pyrazole with biological activities.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g001.tif"/>
</fig>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Material and methods</title>
<sec id="s2-1">
<title>2.1 Experimental</title>
<sec id="s2-1-1">
<title>2.1.1 Procedure for the synthesis of acyl pyrazole sulfonamides (5a-j)</title>
<p>Sulfanilamide <bold>1</bold> was coupled with active methylene of acetyl acetone <bold>2</bold> by diazotization reaction to obtain intermediate <bold>3</bold>, which was further cyclized with different substituted phenyl hydrazides <bold>4a-j</bold> in ethanol for 30&#xa0;min in the presence of few drops of conc. hydrochloric acid as a catalyst to furnish the final product, <bold>5a-j</bold>. The precipitated products were filtered off and washed with ethanol.</p>
</sec>
<sec id="s2-1-2">
<title>2.1.2 (<italic>E</italic>)-4-((2,4-Dioxopentan-3-yl)diazenyl)benzenesulfonamide (3)</title>
<p>Yellow solid; yield: 91%; M.P.: 172&#xa0;&#xb0;C&#x2013;174&#xa0;&#xb0;C; <sup>1</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 13.66 (s, 1H, NH), 7.87&#x2013;7.80 (m, 2H, Ar-H), 7.74&#x2013;7.68 (m, 2H, Ar-H), 7.34 (s, 2H, NH<sub>2</sub>), 2.46 (s, 6H, 2CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 197.2, 196.3, 144.5, 139.7, 134.9, 127.2, 116.0, 31.2, 26.3.</p>
</sec>
<sec id="s2-1-3">
<title>2.1.3 (<italic>E</italic>)-4-((1-(4-Chlorobenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5a)</title>
<p>Yellow solid; yield: 86%; M.P.: 225&#xa0;&#xb0;C&#x2013;227&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3366, 3207 (H&#x2013;N, amine), 2986, 2958 (H&#x2013;C, CH<sub>3</sub>), 1,693 (C&#x3d;O, amide), 1,574 (C&#x3d;C, Ar), 1,346 (S&#x3d;O, sulfonamide), 1,290 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.05&#x2013;7.97 (m, 4H, Ar-H), 7.97&#x2013;7.91 (m, 2H, Ar-H), 7.68&#x2013;7.62 (m, 2H, Ar-H), 7.53 (s, 2H, NH<sub>2</sub>), 2.98 (s, 3H, CH<sub>3</sub>), 2.44 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 167.13, 154.04, 147.03, 145.41, 144.17, 137.86, 137.11, 132.91, 131.08, 128.13, 127.00, 122.38, 14.86, 11.94; ESI-MS calc. for [C<sub>18</sub>H<sub>16</sub>ClN<sub>5</sub>O<sub>3</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 417.0662; found, m/z 418.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.973; purity: 95.10%.</p>
</sec>
<sec id="s2-1-4">
<title>2.1.4 (<italic>E</italic>)-4-((1-(3-Chlorobenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5b)</title>
<p>Yellow solid; yield: 82%; M.P.: 214&#xa0;&#xb0;C&#x2013;216&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3363, 3206 (H&#x2013;N, amine), 2987, 2959 (H&#x2013;C, CH<sub>3</sub>), 1,692 (C&#x3d;O, amide), 1,569 (C&#x3d;C, Ar), 1,345 (S&#x3d;O, sulfonamide), 1,225 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.06&#x2013;7.96 (m, 4H, Ar-H), 7.94 (t, <italic>J</italic> &#x3d; 1.9 Hz, 1H, Ar-H), 7.87 (dt, <italic>J</italic> &#x3d; 7.8, 1.3 Hz, 1H, Ar-H), 7.75 (ddd, <italic>J</italic> &#x3d; 8.1, 2.2, 1.1 Hz, 1H, Ar-H), 7.60 (t, <italic>J</italic> &#x3d; 7.9 Hz, 1H, Ar-H), 7.54 (s, 2H, CH<sub>3</sub>), 2.98 (s, 3H, CH<sub>3</sub>), 2.44 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 166.8, 154.0, 147.0, 145.4, 144.3, 137.1, 134.4, 132.5, 132.4, 130.4, 129.9, 129.4, 127.0, 122.3, 14.8, 11.9; ESI-MS calc. for [C<sub>18</sub>H<sub>16</sub>ClN<sub>5</sub>O<sub>3</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 417.0662; found, m/z 418.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.974; purity: 95.16%.</p>
</sec>
<sec id="s2-1-5">
<title>2.1.5 (<italic>E</italic>)-4-((1-(4-Methoxybenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5c)</title>
<p>Yellow solid; yield: 80%; M.P.: 202&#xa0;&#xb0;C&#x2013;205&#xa0;&#xb0;C FT-IR (ATR) cm<sup>-1</sup>, 3271, 3059 (H&#x2013;N, amine), 2994, 2959 (H&#x2013;C, CH<sub>3</sub>), 1,695 (C&#x3d;O, amide), 1,570 (C&#x3d;C, Ar), 1,339 (S&#x3d;O, sulfonamide), 1,225 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.05&#x2013;7.95 (m, 6H, Ar-H), 7.53 (s, 2H, NH<sub>2</sub>), 7.16&#x2013;7.05 (m, 2H, Ar-H), 3.89 (s, 3H, OCH<sub>3</sub>), 2.95 (s, 3H, CH<sub>3</sub>), 2.46 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 166.9, 163.2, 163.1, 154.1, 146.7, 145.2, 143.4, 136.9, 133.9, 126.9, 123.8, 122.3, 113.5, 55.6, 14.8, 11.7; ESI-MS calc. for [C<sub>19</sub>H<sub>19</sub>N<sub>5</sub>O<sub>4</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 414.1158; found, m/z 414.3 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.705; purity: 94.98%.</p>
</sec>
<sec id="s2-1-6">
<title>2.1.6 (<italic>E</italic>)-4-((1-(3,4-Dimethoxybenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5d)</title>
<p>Yellow solid; yield: 81%; M.P.: 226&#xa0;&#xb0;C &#x2013;228&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3289, 3232 (H&#x2013;N, amine), 2959, 2914 (H&#x2013;C, CH<sub>3</sub>), 1,673 (C&#x3d;O, amide), 1,592 (C&#x3d;C, Ar), 1,345 (S&#x3d;O, sulfonamide), 1,226 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.05&#x2013;7.95 (m, 4H, Ar-H), 7.67 (dd, <italic>J</italic> &#x3d; 8.5, 2.1 Hz, 1H, Ar-H), 7.57 (d, <italic>J</italic> &#x3d; 2.1 Hz, 1H, Ar-H), 7.53 (s, 2H, NH<sub>2</sub>), 7.13 (d, <italic>J</italic> &#x3d; 8.6 Hz, 1H, Ar-H), 3.89 (s, 3H, OCH<sub>3</sub>), 3.82 (s, 3H, OCH<sub>3</sub>), 2.93 (s, 3H, CH<sub>3</sub>), 2.46 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 166.9, 154.1, 153.2, 147.9, 146.7, 145.2, 143.4, 136.8, 126.9, 126.9, 126.4, 123.6, 122.3, 114.2, 110.5, 55.8, 55.6, 14.7, 11.7; ESI-MS calc. for [C<sub>20</sub>H<sub>21</sub>N<sub>5</sub>O<sub>5</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 444.1263; found, m/z 444.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.526; purity: 95.53%.</p>
</sec>
<sec id="s2-1-7">
<title>2.1.7 (<italic>E</italic>)-4-((3,5-Dimethyl-1-(4-nitrobenzoyl)-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5e)</title>
<p>Yellow solid; yield: 71%; M.P.: 231&#xa0;&#xb0;C&#x2013;233&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3249, 3217 (H&#x2013;N, amine), 2993, 2958 (H&#x2013;C, CH<sub>3</sub>), 1,658 (C&#x3d;O, amide), 1,585 (C&#x3d;C, Ar), 1,358 (S&#x3d;O, sulfonamide), 1,222 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.43&#x2013;8.35 (m, 2H, Ar-H), 8.17&#x2013;8.09 (m, 2H, Ar-H), 8.02 (s, 4H, Ar-H), 7.54 (s, 2H, NH<sub>2</sub>), 3.03 (s, 3H, CH<sub>3</sub>), 2.44 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 167.0, 154.0, 149.3, 147.1, 145.5, 144.7, 138.4, 137.2, 131.9, 131.7, 127.0, 122.9, 122.9, 122.4, 120.4, 14.8, 12.0; ESI-MS calc. for [C<sub>18</sub>H<sub>16</sub>N<sub>6</sub>O<sub>5</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 429.0903; found, m/z 444.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.690; purity: 96.53%.</p>
</sec>
<sec id="s2-1-8">
<title>2.1.8 (<italic>E</italic>)-4-((3,5-Dimethyl-1-(3-nitrobenzoyl)-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5f)</title>
<p>Yellow solid; yield: 76%; M.P.: 227&#xa0;&#xb0;C &#x2013;229&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3201, 3091 (H&#x2013;N, amine), 2983, 2959 (H&#x2013;C, CH<sub>3</sub>), 1,696 (C&#x3d;O, amide), 1,575 (C&#x3d;C, Ar), 1,333 (S&#x3d;O, sulfonamide), 1,289 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.72 (t, <italic>J</italic> &#x3d; 2.0 Hz, 1H, Ar-H), 8.52 (ddd, <italic>J</italic> &#x3d; 8.3, 2.5, 1.1 Hz, 1H, Ar-H), 8.35 (dt, <italic>J</italic> &#x3d; 7.8, 1.3 Hz, 1H, Ar-H), 8.02 (s, 4H, Ar-H), 7.88 (t, <italic>J</italic> &#x3d; 8.0 Hz, 1H, Ar-H), 7.54 (s, 2H, NH<sub>2</sub>), 3.03 (s, 3H, CH<sub>3</sub>), 2.45 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 166.2, 154.0, 147.2, 147.0, 145.5, 144.6, 137.2, 136.9, 134.0, 129.7, 127.0, 126.9, 125.5, 122.4, 120.4, 14.8, 12.0; ESI-MS calc. for [C<sub>18</sub>H<sub>16</sub>N<sub>6</sub>O<sub>5</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 429.0903; found, m/z 429.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.675; purity: 92.50%.</p>
</sec>
<sec id="s2-1-9">
<title>2.1.9 (<italic>E</italic>)-4-((3,5-Dimethyl-1-(2-methylbenzoyl)-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5g)</title>
<p>Yellow solid; yield: 79%; M.P.: 222&#xa0;&#xb0;C &#x2013;224&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3305, 3214 (H&#x2013;N, amine), 2959, 2914 (H&#x2013;C, CH<sub>3</sub>), 1,680 (C&#x3d;O, amide), 1,573 (C&#x3d;C, Ar), 1,337 (S&#x3d;O, sulfonamide), 1,294 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.06&#x2013;7.96 (m, 4H, Ar-H), 7.56&#x2013;7.44 (m, 4H, NH<sub>2,</sub> Ar-H), 7.39&#x2013;7.29 (m, 2H, Ar-H), 3.03 (s, 3H, CH<sub>3</sub>), 2.38 (s, 3H, CH<sub>3</sub>), 2.28 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 169.8, 154.0, 146.4, 145.4, 144.5, 137.2, 136.1, 133.7, 130.8, 130.3, 128.8, 127.0, 125.2, 122.3, 120.3, 19.2, 14.78, 11.97; ESI-MS calc. for [C<sub>19</sub>H<sub>19</sub>N<sub>5</sub>O<sub>3</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 398.1209; found, m/z 398.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.750; purity: 96.15%.</p>
</sec>
<sec id="s2-1-10">
<title>2.1.10 (<italic>E</italic>)-4-((3,5-Dimethyl-1-(4-methylbenzoyl)-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5h)</title>
<p>Yellow solid; yield: 81%; M.P.: 218&#xa0;&#xb0;C &#x2013;220&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3258, 3110 (H&#x2013;N, amine), 2993, 2958 (H&#x2013;C, CH<sub>3</sub>), 1,690 (C&#x3d;O, amide), 1,568 (C&#x3d;C, Ar), 1,331 (S&#x3d;O, sulfonamide), 1,289 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.05&#x2013;7.96 (m, 5H, Ar-H), 7.85 (d, <italic>J</italic> &#x3d; 8.2 Hz, 2H, Ar-H), 7.53 (s, 2H, NH<sub>2</sub>), 7.38 (d, <italic>J</italic> &#x3d; 8.0 Hz, 2H, Ar-H), 2.96 (s, 3H, CH<sub>3</sub>), 2.43 (2s, 6H, 2 &#xd7; CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 167.8, 154.0, 146.8, 145.3, 143.7, 143.6, 137.0, 131.3, 131.1, 129.3, 128.5, 128.5, 127.0, 122.3, 21.2, 14.8, 11.8; ESI-MS calc. for [C<sub>19</sub>H<sub>19</sub>N<sub>5</sub>O<sub>3</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 398.1209; found, m/z 398.2 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 3.400; purity: 92.43%.</p>
</sec>
<sec id="s2-1-11">
<title>2.1.11 (<italic>E</italic>)-4-((1-(4-Bromobenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5i)</title>
<p>Yellow solid; yield: 85%; M.P.: 235&#xa0;&#xb0;C &#x2013;237&#xa0;&#xb0;C ; FT-IR (ATR) cm<sup>-1</sup>, 3369, 3207 (H&#x2013;N, amine), 2984, 2958 (H&#x2013;C, CH<sub>3</sub>), 1,693 (C&#x3d;O, amide), 1,568 (C&#x3d;C, Ar), 1,345 (S&#x3d;O, sulfonamide), 1,289 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.05&#x2013;7.96 (m, 4H, Ar-H), 7.91&#x2013;7.83 (m, 2H, Ar-H), 7.83&#x2013;7.76 (m, 2H, Ar-H), 7.54 (s, 2H, NH<sub>2</sub>), 2.98 (s, 3H, CH<sub>3</sub>), 2.43 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 167.3, 154.0, 147.0, 145.4, 144.1, 137.1, 132.9, 131.4, 131.0, 127.0, 126.9, 122.3, 14.8, 11.9; ESI-MS calc. for [C<sub>18</sub>H<sub>16</sub>BrN<sub>5</sub>O<sub>3</sub> &#x2b; H]<sup>&#x2b;</sup>, m/z 462.0157/464.0157 found, m/z 462.1/464.1 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 3.023; purity: 95.73%.</p>
</sec>
<sec id="s2-1-12">
<title>2.1.12 (<italic>E</italic>)-4-((1-(3-Methoxybenzoyl)-3,5-dimethyl-1<italic>H</italic>-pyrazol-4-yl)diazenyl)benzenesulfonamide (5j)</title>
<p>Yellow solid; yield: 78%; M.P.: 198&#xa0;&#xb0;C &#x2013;201&#xa0;&#xb0;C; FT-IR (ATR) cm<sup>-1</sup>, 3269, 3015 (H&#x2013;N, amine), 2993, 2958 (H&#x2013;C, CH<sub>3</sub>), 1731 (C&#x3d;O, amide), 1,568 (C&#x3d;C, Ar), 1,370 (S&#x3d;O, sulfonamide), 1,212 (C-N); <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 8.06&#x2013;7.95 (m, 4H, Ar-H), 7.74&#x2013;7.67 (m, 2H, Ar-H), 7.54 (s, 2H, NH<sub>2</sub>), 7.51&#x2013;7.43 (m, 2H, Ar-H), 2.97 (s, 3H, OCH<sub>3</sub>), 2.43 (s, 3H, CH<sub>3</sub>), 2.40 (s, 3H, CH<sub>3</sub>); <sup>
<bold>13</bold>
</sup>
<bold>C NMR</bold> (101&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 168.2, 154.0, 146.8, 145.3, 143.8, 137.4, 137.0, 133.5, 132.2, 131.1, 128.2, 127.8, 126.9, 122.3, 20.8, 14.8, 11.8; ESI-MS calc. for [C<sub>19</sub>H<sub>19</sub>N<sub>5</sub>O<sub>4</sub>S &#x2b; H]<sup>&#x2b;</sup>, m/z 414.1158; found, m/z 414.11 [M &#x2b; H]<sup>&#x2b;</sup>; RT &#x3d; 2.862; purity: 94.94%.</p>
</sec>
<sec id="s2-1-13">
<title>2.1.13 (<italic>E</italic>)-4-((3,5-Dimethyl-1<italic>H</italic>-pyrazol-4-yl) diazenyl)benzenesulfonamide (5k)</title>
<p>Yellow solid; yield: 81%; M.P.: 188&#xa0;&#xb0;C &#x2013;190&#xa0;&#xb0;C; <sup>
<bold>1</bold>
</sup>
<bold>H NMR</bold> (400&#xa0;MHz, DMSO-<italic>d</italic>
<sub>
<italic>6</italic>
</sub>) <italic>&#x3b4;</italic> 12.98 (s, 1H, NH), 7.95 (d, <italic>J</italic> &#x3d; 8.6 Hz, 2H, Ar-H), 7.86 (d, <italic>J</italic> &#x3d; 8.6 Hz, 2H, Ar-H), 7.46 (s, 2H, NH<sub>2</sub>), 2.48 (s, 6H, 2 &#xd7; CH<sub>3</sub>).</p>
</sec>
</sec>
<sec id="s2-2">
<title>2.2 <italic>In vitro</italic> biological assay</title>
<p>An already established method was employed to perform <italic>&#x3b1;</italic>- and <italic>&#x3b2;</italic>-glucosidase inhibitory assays in 96-well plates (<xref ref-type="bibr" rid="B29">Kazmi et al., 2017</xref>). In this assay, phosphate buffer (0.07&#xa0;M pH 6.8) was used to prepare 2.5 U/mL of <italic>&#x3b1;</italic>-glucosidase, 2.0 U/mL of <italic>&#x3b2;</italic>-glucosidase, and substrate 4-nitrophenyl-<italic>&#x3b2;</italic>-<sc>d</sc>-glucopyranoside (<italic>p</italic>-NPG) (10&#xa0;mM) solutions. In addition, 1&#xa0;mM solution of each test compound was prepared in 10% DMSO to achieve an end concentration of 100&#xa0;<italic>&#xb5;</italic>M in each well. Initially, 10&#xa0;<italic>&#xb5;</italic>L of the respective enzyme was incubated with 10&#xa0;<italic>&#xb5;</italic>L of test compounds for 5&#xa0;min at 37&#xa0;&#xb0;C. Subsequently, 10&#xa0;<italic>&#xb5;</italic>L of <italic>p</italic>-NPG was added in each well followed by an incubation period of 30&#xa0;min at 37&#xa0;&#xb0;C before adding 80&#xa0;<italic>&#xb5;</italic>L of Na<sub>2</sub>CO<sub>3</sub> (200&#xa0;mM) as a stop solution to each well. The absorbance was measured at 405&#xa0;nm, and the percentage inhibition for each of the test compounds was determined by the following equation.</p>
<p>Percentage inhibition &#x3d; 100&#x2013;[Slope of test compound/Slope of enzyme control] &#xd7; 100.</p>
<p>Acarbose was used as a standard drug for evaluating the efficacy of test compounds against <italic>&#x3b1;</italic>- and <italic>&#x3b2;</italic>-glucosidase. The inhibitory concentration 50 (IC<sub>50</sub>) for each of the test compound was determined by GraphPad prism version 10.0.</p>
</sec>
<sec id="s2-3">
<title>2.3 <italic>In silico</italic> investigation</title>
<sec id="s2-3-1">
<title>2.3.1 Protein model development and validation</title>
<p>Modeller 10.3 homology modeling software was used to construct the 3D structure of <italic>&#x3b1;</italic>-glucosidase (<ext-link ext-link-type="uri" xlink:href="http://salilab.org/modeller/">http://salilab.org/modeller/</ext-link>) taking the crystalline structure of <italic>Saccharomyces cerevisiae</italic> isomaltase (PDB id: 3AJ7) as a reference. The model was prepared by providing the amino acid sequence of <italic>&#x3b1;</italic>-glucosidase in FASTA format obtained from UniProt (access code P53341) (<xref ref-type="bibr" rid="B29">Kazmi et al., 2017</xref>). The quality of the model and its stereochemical features were then evaluated by the Ramachandran plot (<xref ref-type="bibr" rid="B38">LASKOWSKI et al., 2013</xref>) obtained from PROCHECK version 3.5 (<ext-link ext-link-type="uri" xlink:href="https://saves.mbi.ucla.edu">https://saves.mbi.ucla.edu</ext-link>) (<xref ref-type="bibr" rid="B23">Hasan et al., 2015</xref>). Additionally, Verify3D (<xref ref-type="bibr" rid="B17">Eisenberg et al., 1997</xref>), ERRAT (<xref ref-type="bibr" rid="B23">Hasan et al., 2015</xref>), and ProSA-web (<ext-link ext-link-type="uri" xlink:href="https://prosa.services.came.sbg.ac.at/prosa.php">https://prosa.services.came.sbg.ac.at/prosa.php</ext-link>) (<xref ref-type="bibr" rid="B59">Zaib et al., 2023</xref>) were also utilized to validate the predicted 3D structure of <italic>&#x3b1;</italic>-glucosidase.</p>
</sec>
<sec id="s2-3-2">
<title>2.3.2 Molecular docking</title>
<p>Subsequent to 3D structure prediction of the target protein (<italic>&#x3b1;</italic>-glucosidase), the binding affinities of the potent inhibitors were evaluated using the FlexX functionality of SeeSAR version 13.0 (<ext-link ext-link-type="uri" xlink:href="http://www.biosolveit.de/SeeSAR">www.biosolveit.de/SeeSAR</ext-link>) (BioSolveIT GmbH, 2023). The protein was uploaded in the protein mode followed by the selection of the binding site in the binding site mode. Alpha-glucosidase contains 09 unoccupied sites, as indicated by various colors in <xref ref-type="fig" rid="F2">Figure 2</xref>, having varied amino acid residues, DoGSiteScore, volume, and surface area (<xref ref-type="table" rid="T1">Table 1</xref>). All these binding sites were evaluated individually to analyze the binding of potent inhibitors, and it was found that the second binding site (dark pink) was the optimum druggable binding site for pyrazole containing sulfonamide derivatives (<xref ref-type="bibr" rid="B25">Ibrar et al., 2016</xref>). Thence, the potent inhibitors were docked in the selected binding site <italic>via</italic> standard docking, and the best pose was selected based on the lowest binding energy and highest binding affinity (<xref ref-type="bibr" rid="B12">Dera et al., 2023</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>All unoccupied sites of <italic>&#x3b1;</italic>-glucosidase that can be probable druggable binding sites.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Illustration of properties of binding pockets of specific colors, as represented in <xref ref-type="fig" rid="F2">Figure 2</xref>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th colspan="2" align="center">Pocket ID</th>
<th align="center">Number of residues</th>
<th align="center">DoGSiteScore</th>
<th align="center">Number of donors</th>
<th align="center">Number of acceptors</th>
<th align="center">Hydrophobicity</th>
<th align="center">Solvent accessible surface (&#xc5;<sup>2</sup>)</th>
<th align="center">Total volume of the pocket (&#xc5;<sup>3</sup>)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left" style="background-color:#FFFF00"/>
<td align="center">1</td>
<td align="center">29</td>
<td align="center">0.38</td>
<td align="center">21</td>
<td align="center">21</td>
<td align="center">0.67</td>
<td align="center">462.60</td>
<td align="center">569.59</td>
</tr>
<tr>
<td align="left" style="background-color:#B92941"/>
<td align="center">2</td>
<td align="center">17</td>
<td align="center">0.36</td>
<td align="center">10</td>
<td align="center">11</td>
<td align="center">0.74</td>
<td align="center">260.28</td>
<td align="center">304.99</td>
</tr>
<tr>
<td align="left" style="background-color:#FABF8F"/>
<td align="center">3</td>
<td align="center">13</td>
<td align="center">0.22</td>
<td align="center">6</td>
<td align="center">7</td>
<td align="center">0.76</td>
<td align="center">121.32</td>
<td align="center">86.40</td>
</tr>
<tr>
<td align="left" style="background-color:#95B3D7"/>
<td align="center">4</td>
<td align="center">20</td>
<td align="center">0.20</td>
<td align="center">12</td>
<td align="center">10</td>
<td align="center">0.66</td>
<td align="center">254.16</td>
<td align="center">354.24</td>
</tr>
<tr>
<td align="left" style="background-color:#E96DE0"/>
<td align="center">5</td>
<td align="center">10</td>
<td align="center">0.43</td>
<td align="center">3</td>
<td align="center">5</td>
<td align="center">0.81</td>
<td align="center">105.48</td>
<td align="center">195.48</td>
</tr>
<tr>
<td align="left" style="background-color:#6AE8C1"/>
<td align="center">6</td>
<td align="center">11</td>
<td align="center">0.27</td>
<td align="center">5</td>
<td align="center">4</td>
<td align="center">0.76</td>
<td align="center">123.12</td>
<td align="center">159.41</td>
</tr>
<tr>
<td align="left" style="background-color:#9966FF"/>
<td align="center">7</td>
<td align="center">12</td>
<td align="center">0.11</td>
<td align="center">7</td>
<td align="center">6</td>
<td align="center">0.71</td>
<td align="center">106.92</td>
<td align="center">125.06</td>
</tr>
<tr>
<td align="left" style="background-color:#FF9966"/>
<td align="center">8</td>
<td align="center">26</td>
<td align="center">0.10</td>
<td align="center">16</td>
<td align="center">21</td>
<td align="center">0.62</td>
<td align="center">308.52</td>
<td align="center">402.84</td>
</tr>
<tr>
<td align="left" style="background-color:#FF5050"/>
<td align="center">9</td>
<td align="center">17</td>
<td align="center">0.10</td>
<td align="center">9</td>
<td align="center">11</td>
<td align="center">0.66</td>
<td align="center">212.76</td>
<td align="center">243.22</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-3-3">
<title>2.3.3 Pharmacokinetic evaluation</title>
<p>The pharmacokinetic properties of the potent inhibitors were determined by SwissADME (swissadme.ch/index.php) which helps the determination of druggability, lipophilicity, skin permeability, gastrointestinal absorption, and the medicinal properties of the query compound. The results are interpreted in tabular form (Mahanthesh et al., 2020; <xref ref-type="bibr" rid="B53">Sravika et al., 2021</xref>).</p>
</sec>
<sec id="s2-3-4">
<title>2.3.4 Intermolecular interaction visualization</title>
<p>Intermolecular interactions such as hydrogen bond and hydrophobic interactions formed between the potent inhibitors and <italic>&#x3b1;</italic>-glucosidase were visualized by BIOVIA Discovery Studio molecular visualizer 2021 (<xref ref-type="bibr" rid="B7">Baskaran et al., 2020</xref>).</p>
</sec>
<sec id="s2-3-5">
<title>2.3.5 Hydrogen bond and Dehydration energy</title>
<p>The role of each atom of potent inhibitors in the binding affinity was determined by the Hydrogen bond and Dehydration energy (HYDE) calculated by SeeSAR version 13.0. The results are represented qualitatively by colors and quantitatively by energy scores (<xref ref-type="bibr" rid="B59">Zaib et al., 2023</xref>).</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Synthesis and characterization</title>
<p>Sulfanilamide <bold>1</bold> was coupled with active methylene of acetylacetone <bold>2</bold> by the diazotization reaction to furnish intermediate <bold>3</bold>, which was reacted with different substituted hydrazides <bold>4a-j</bold> and hydrazine monohydrate in ethanol under acidic conditions (<xref ref-type="scheme" rid="sch1">Scheme 1</xref>). The desired products were precipitated out during the reaction and were filtered and washed with ethanol.</p>
<fig id="sch1" position="float">
<label>SCHEME 1</label>
<caption>
<p>Synthetic pathway for acyl pyrazole sulfonamides (<bold>5a-k</bold>).</p>
</caption>
<graphic xlink:href="FCHEM_fchem-2024-1380523_wc_sch1.tif"/>
</fig>
<p>The formation of sulfonamide-clubbed pyrazole derivatives <bold>(5a-k)</bold> was indicated by their FTIR spectral data, where characteristic absorptions were observed in the range of 3300&#x2013;3000&#xa0;cm<sup>-1</sup> attributed to the N-H of the NH<sub>2</sub> group, in addition to those of C-H stretching vibrations in the range of 2990&#x2013;2870&#xa0;cm<sup>-1</sup>. The peaks at 1,580&#xa0;cm<sup>-1</sup> and 1,370&#xa0;cm<sup>-1</sup> corresponded to the stretching frequency of the aromatic (C&#x3d;C) and sulfonamide (S&#x3d;O) moiety, respectively. Additionally, a strong absorption peak of 1700&#xa0;cm<sup>-1</sup> was attributed to carbonyl (C&#x3d;O) of the amide linkage. In <sup>1</sup>H NMR spectra, the N&#x2013;H proton of the primary amine resonated at 7.53&#xa0;ppm along with the additional aromatic protons in their respective regions. The appearance of two singlets for CH<sub>3</sub> substituents at a pyrazole ring also confirmed the formation of synthesized derivatives. <sup>13</sup>C NMR spectra also aided in the confirmation of compounds <bold>5a-k</bold>, where distinctive signals for carbonyl were observed around 167.3&#xa0;ppm. The additional resonance for the carbon-related methyl alkyl part was also observed in the range of 11.94&#x2013;14.86&#xa0;ppm. The other aromatic signals appeared in the corresponding region with appropriate chemical shift values.</p>
</sec>
<sec id="s3-2">
<title>3.2 <italic>In vitro</italic> biological activity</title>
<p>Initially, the synthesized derivatives were investigated at a concentration of 1&#xa0;mM, and percentage inhibition was employed as an indicator of activity against both enzymes. It was observed that all compounds were more effective against <italic>&#x3b1;</italic>-glucosidase than <italic>&#x3b2;</italic>-glucosidase (<xref ref-type="table" rid="T2">Table 2</xref>). IC<sub>50</sub> values were calculated for compounds having a percentage inhibition higher than 50%. The synthesized compounds showed varying trends for inhibition by altering the substitutions on the phenyl ring. Among these, compound <bold>5a</bold> displayed the highest activity, being 35 times more potent than the positive control, acarbose (IC<sub>50</sub> &#x3d; 35.1 &#xb1; 0.14&#xa0;<italic>&#xb5;</italic>M). The overall decreasing inhibitory trends within the series were found as <bold>5a</bold>&#x3e;<bold>5b</bold> &#x3e; <bold>5f</bold> &#x3e; <bold>5c</bold> &#x3e; <bold>5g</bold> &#x3e; <bold>5e</bold> &#x3e; <bold>5d</bold>&#x3e; <bold>5h</bold> &#x3e; <bold>5j</bold> &#x3e; <bold>5i</bold> &#x3e; <bold>5k</bold> (<xref ref-type="table" rid="T2">Table 2</xref>).</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Inhibitory potential of pyrazole-clubbed sulfonamide derivatives (<bold>5a-k</bold>) against <italic>&#x3b1;</italic>-glucosidase and <italic>&#x3b2;</italic>-glucosidase.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Compound</th>
<th rowspan="2" align="center">Structures</th>
<th align="center">
<italic>&#x3b1;</italic>-glucosidase inhibition</th>
<th align="center">
<italic>&#x3b2;</italic>-glucosidase inhibition</th>
</tr>
<tr>
<th align="center">IC<sub>50</sub> &#xb1; SEM (<italic>&#xb5;</italic>M)</th>
<th align="center">%age inhibition</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<bold>5a</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx1.tif"/>
</td>
<td align="center">1.13 &#xb1; 0.06</td>
<td align="center">34.3</td>
</tr>
<tr>
<td align="center">
<bold>5b</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx2.tif"/>
</td>
<td align="center">2.22 &#xb1; 0.11</td>
<td align="center">32.1</td>
</tr>
<tr>
<td align="center">
<bold>5c</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx3.tif"/>
</td>
<td align="center">3.29 &#xb1; 0.09</td>
<td align="center">12.9</td>
</tr>
<tr>
<td align="center">
<bold>5d</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx4.tif"/>
</td>
<td align="center">4.53 &#xb1; 0.12</td>
<td align="center">18.5</td>
</tr>
<tr>
<td align="center">
<bold>5e</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx5.tif"/>
</td>
<td align="center">4.11 &#xb1; 0.19</td>
<td align="center">11.7</td>
</tr>
<tr>
<td align="center">
<bold>5f</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx6.tif"/>
</td>
<td align="center">2.77 &#xb1; 0.24</td>
<td align="center">27.4</td>
</tr>
<tr>
<td align="center">
<bold>5g</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx7.tif"/>
</td>
<td align="center">3.47 &#xb1; 0.43</td>
<td align="center">21.0</td>
</tr>
<tr>
<td align="center">
<bold>5h</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx8.tif"/>
</td>
<td align="center">9.22 &#xb1; 0.45</td>
<td align="center">14.6</td>
</tr>
<tr>
<td align="center">
<bold>5i</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx9.tif"/>
</td>
<td align="center">19.13 &#xb1; 1.07</td>
<td align="center">11.2</td>
</tr>
<tr>
<td align="center">
<bold>5j</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx10.tif"/>
</td>
<td align="center">17.88 &#xb1; 1.16</td>
<td align="center">7.55</td>
</tr>
<tr>
<td align="center">
<bold>5k</bold>
</td>
<td align="center">
<inline-graphic xlink:href="FCHEM_fchem-2024-1380523_wc_tfx11.tif"/>
</td>
<td align="center">28.27 &#xb1; 1.45</td>
<td align="center">25.1</td>
</tr>
<tr>
<td colspan="2" align="left">
<bold>Acarbose</bold>
</td>
<td align="center">35.1 &#xb1; 0.14</td>
<td align="center">63.7</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-3">
<title>3.3 Structure&#x2013;activity relationship studies</title>
<p>The generic structure presented in <xref ref-type="fig" rid="F3">Figure 3</xref> comprises three components: 1) the terminal aryl sulfonamide moiety linked to the diazo unit; 2) central pyrazole heterocycle; 3) an acyl part attached to the pyrazole nucleus. The sulfonamide and pyrazole components remained unaltered, whereas a diverse variety of substituents was introduced on the acyl component. On evaluation of <italic>in vitro</italic> inhibitory data, various structure&#x2013;activity relationships (SARs) revealed that the glucosidase inhibitory activity of pyrazole containing sulfonamide derivatives altered by varying the position and nature of the substituent on the acyl group (<xref ref-type="fig" rid="F3">Figure 3</xref>). Among all the synthesized compounds, <bold>5a</bold> bearing a chlorine atom at the <italic>para-</italic>position of the phenyl ring was the most potent member of the developed library, with an IC<sub>50</sub> value of 1.13 &#xb1; 0.06&#xa0;<italic>&#xb5;</italic>M. This inhibitory efficacy of <bold>5a</bold> was 35-fold higher than the standard acarbose (IC<sub>50</sub> &#x3d; 35.1 &#xb1; 0.14&#xa0;<italic>&#xb5;</italic>M). When switching the chlorine from the <italic>para</italic>- to <italic>meta</italic>-position (<bold>5b</bold>), a 50% reduction in activity was observed, although the inhibitory strength was still 17-fold higher than that of acarbose. The introduction of a bulky halogenated bromine atom instead of chlorine led to a drastic decrease in the inhibitory profile, as compound <bold>5i</bold> showed an IC<sub>50</sub> value of 19.13 &#xb1; 1.07 <italic>&#xb5;</italic>M; however, the activity strength could be improved by introducing a strongly polarizable electron-withdrawing nitro substituent (<bold>5e</bold>). This compound displayed an IC<sub>50</sub> value of 4.11 &#xb1; 0.19 <italic>&#xb5;</italic>M, an eight-fold stronger inhibition than the standard inhibitor. A further improvement in the inhibitory profile was noticed when an electron-withdrawing group (NO<sub>2</sub>) was replaced with an electron-donating group (OMe) in compound <bold>5c</bold>. Adding more electron-rich substituents such as the methoxy group in <bold>5d</bold> or removing the electron-rich character in <bold>5h</bold> led to a decrease in inhibitory efficacy. Both compounds exhibited IC<sub>50</sub> values of 4.53 &#xb1; 0.12 and 9.22 &#xb1; 0.45 <italic>&#xb5;</italic>M, respectively. On the other hand, replacing the chloro substituent at a <italic>meta</italic>-position of <bold>5b</bold> with the nitro group produced a slight decrease in inhibition; however, methoxy-substituted derivative <bold>5j</bold> exhibited a sharp decline in glucosidase inhibition. The only <italic>ortho</italic>-substituted derivative, <bold>5g</bold>, showed a better inhibitory profile comparable to compound <bold>5c</bold>, with an IC<sub>50</sub> value of 3.47 &#xb1; 0.43&#xa0;<italic>&#xb5;</italic>M, whereas a drastic reduction in activity was observed when the acyl component was completely removed (compound <bold>5k</bold>; IC<sub>50</sub> &#x3d; 28.27 &#xb1; 1.45&#xa0;<italic>&#xb5;</italic>M), making this derivative the least active member of the tested series. Overall, according to the behavior of these substituents in the active site of <italic>&#x3b1;</italic>-glucosidase, it was observed that the presence of an electron-withdrawing group (EWG) such as chlorine at <italic>meta</italic>- and <italic>para</italic>-positions increased the inhibitory potential. However, derivatives having an electron-donating group (EDG), such as methoxy at <italic>meta</italic>-position, showed a significant decrease in enzyme inhibitory activity. These observations also showed that the presence of an acyl component is necessary for the better induction of biological function.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Target scaffold incorporating acyl pyrazole-clubbed sulfonamides <bold>5(a&#x2013;k)</bold>; positive control: acarbose (IC<sub>50</sub> &#x3d; 35.1 &#xb1; 0.14&#xa0;<italic>&#xb5;</italic>M).</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g003.tif"/>
</fig>
<p>On the contrary, none of the derivatives showed inhibitory efficacy against <italic>&#x3b2;</italic>-glucosidase enzyme. All the compounds showed inhibition in the range of 7.55%&#x2013;34.3%.</p>
</sec>
<sec id="s3-4">
<title>3.4 <italic>In silico</italic> investigation</title>
<sec id="s3-4-1">
<title>3.4.1 Protein model development and validation</title>
<p>The enzyme <italic>&#x3b1;</italic>-glucosidase sequence (583 amino acids) of <italic>S. cerevisiae</italic> was used for model development through Modeller version 10.3. It was observed that there was a good similar identity score with the protein having PDB ID of 3AJ7, so it was chosen as the template for model development. Five different models were developed, and the one with the best score and energy was taken for further evaluation. The crystallographic structure of the model is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Visualization of the crystal structure of the best model of <italic>&#x3b1;</italic>-glucosidase predicted via Modeller.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g004.tif"/>
</fig>
<p>The selected protein model was verified by Ramachandran plot analysis. It was predicted that 83.9% of amino acid residues (432 amino acids) would lie in the most favorable region (red color), while 15.1% pf amino acid residues (78 amino acids) would reside in the allowed region of the plot. However, only two amino acid residues (0.4%) were present in the generously allowed region (pale yellow), while three amino acid residues (0.6%) existed in the disallowed region (white color) (<xref ref-type="fig" rid="F5">Figure 5A</xref>). Afterward, the <italic>z</italic>-score was determined by protein structure analysis (ProSA)-web which predicted the quality of the model (<xref ref-type="fig" rid="F5">Figure 5B</xref>). The <italic>z</italic>-score of the final model was &#x2212;10.78, which was similar to the <italic>z</italic>-score of the protein with similar amino acids (<xref ref-type="bibr" rid="B40">Lee et al., 2014</xref>).</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Validation of the 3D structure of &#x3b1;-glucosidase. <bold>(A)</bold> Ramachandran plot for the tertiary structure of <italic>&#x3b1;</italic>-glucosidase. A number of amino acids (83.9%) reside in the most favorable (red) region of the plot. However, a few lie in the acceptable (yellow), generously acceptable (pale yellow), and restricted region (white) of the graph. <bold>(B)</bold> Illustration of the model quality based on <italic>z</italic>-score. The higher the value of the <italic>z</italic>-score, the greater the model quality. The <italic>z</italic>-score for the predicted <italic>&#x3b1;</italic>-glucosidase model is &#x2212;10.78.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g005.tif"/>
</fig>
<p>The VERIFY3D evaluates the compatibility between the specific amino acid sequence and protein model. It determines the stability of the crystal structure of protein, identifies the most stable form of the folded protein assembly, and detects analogous protein sequences that exhibit a similar overall folding arrangement (<xref ref-type="bibr" rid="B15">Dym et al., 2006</xref>). According to the graph in <xref ref-type="fig" rid="F6">Figure 6</xref>, nearly 97.94% of the residues have greater than or equal to 0.1 of mean 3D-1D score. Therefore, the predicted model of <italic>&#x3b1;</italic>-glucosidase passed the VERIFY3D validation.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Graphical representation of averaged 3D-1D score of &#x3b1;-glucosidase obtained from VERIFY3D. The green dots in the graph indicate the amino acid residues of <italic>&#x3b1;</italic>-glucosidase, which are more aggregated in the region above 0.1.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g006.tif"/>
</fig>
<p>ERRAT functions are based on the premise that various types of atoms within proteins will exhibit a non-random arrangement in relation to each other (<xref ref-type="bibr" rid="B15">Dym et al., 2006</xref>). It predicted that the overall quality factor of the <italic>&#x3b1;</italic>-glucosidase model was 91.115%. It also indicated that the resolution of the protein structure was between 2.5 and 3&#xa0;&#xc5; (<xref ref-type="fig" rid="F7">Figure 7</xref>).</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Quality factor plot of <italic>&#x3b1;</italic>-glucosidase obtained from ERRAT demonstrating that the overall peaks of error value for each of the graph are less than 95%. <bold>(A)</bold> Quality factor plot of 1 to 300 amino acid residues of <italic>&#x3b1;</italic>-glucosidase. <bold>(B)</bold> Quality factor plot of 300 to 580 amino acid residues of <italic>&#x3b1;</italic>-glucosidase.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g007.tif"/>
</fig>
</sec>
<sec id="s3-4-2">
<title>3.4.2 Molecular docking</title>
<p>Molecular docking studies were performed for the <italic>in silico</italic> evaluation of protein&#x2013;ligand binding <italic>via</italic> the FlexX feature of SeeSAR version 13.0 (<ext-link ext-link-type="uri" xlink:href="http://www.biosolveit.de/SeeSAR">www.biosolveit.de/SeeSAR</ext-link>) (BioSolveIT GmbH, 2023). The developed model was docked with two of the most potent inhibitors: compounds <bold>5a</bold> and <bold>5b</bold> (<xref ref-type="fig" rid="F8">Figure 8</xref>). The calculated binding energies and affinities were congruent with the <italic>in vitro</italic> analysis. The binding affinity and energy of <bold>5a</bold> was in the nanomolar range and &#x2212;8.4&#xa0;kcal/mol, respectively. However, the binding energy and affinity of the docked complex of <bold>5b</bold> was slightly lower at &#x2212;8.2&#xa0;kcal/mol in the micromolar range (<xref ref-type="fig" rid="F9">Figure 9</xref>).</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Docked complexes of <bold>5a (A)</bold> and <bold>5b (B)</bold> in the druggable active site of <italic>&#x3b1;</italic>-glucosidase.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Binding affinities and binding energies of <bold>5a</bold> and <bold>5b</bold> in complex with <italic>&#x3b1;</italic>-glucosidase.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g009.tif"/>
</fig>
</sec>
<sec id="s3-4-3">
<title>3.4.3 Pharmacokinetic analysis</title>
<p>The pharmacokinetic evaluation of <bold>5a</bold> and <bold>5b</bold> predicted that both isomers have the same physiochemical properties (<xref ref-type="table" rid="T3">Table 3</xref>). Their molecular weight is 417.87&#xa0;g/mol with five rotatable bonds, seven hydrogen bond acceptors, one hydrogen bond donor, and 28 heavy atoms. The molar refractivity of both the inhibitors was 104.95&#xa0;m<sup>3</sup>mol<sup>&#x2212;1,</sup> while their topological polar surface area (TPSA) was 128.15 &#xc5;<sup>2</sup>. They are moderately soluble, have low digestive tract absorption, and do not permeate the blood&#x2013;brain barrier. In addition, they can exhibit minute hepatotoxicity by inhibiting two of the five cytochrome P450, such as CYP2C19 and CYP2C9. Both inhibitors do not permeate the skin as their log Kp is &#x2212;6.34&#xa0;cm/s and follow all druggable criteria.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Pharamcokinetic analysis of potent inhibitors <bold>5a</bold> and <bold>5b</bold>.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Attributes</th>
<th align="center">5a</th>
<th align="center">5b</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Formula</td>
<td align="center">C<sub>18</sub>H<sub>16</sub>ClN<sub>5</sub>O<sub>3</sub>S</td>
<td align="center">C<sub>18</sub>H<sub>16</sub>ClN<sub>5</sub>O<sub>3</sub>S</td>
</tr>
<tr>
<td align="center">Molecular weight (g/mol)</td>
<td align="center">417.87</td>
<td align="center">417.87</td>
</tr>
<tr>
<td align="center">Number of heavy atoms</td>
<td align="center">28</td>
<td align="center">28</td>
</tr>
<tr>
<td align="center">Number of aromatic heavy atoms</td>
<td align="center">17</td>
<td align="center">17</td>
</tr>
<tr>
<td align="center">Fraction C (sp<sup>3</sup>)</td>
<td align="center">0.11</td>
<td align="center">0.11</td>
</tr>
<tr>
<td align="center">Number of rotatable bonds</td>
<td align="center">5</td>
<td align="center">5</td>
</tr>
<tr>
<td align="center">Number of H-bond acceptors</td>
<td align="center">7</td>
<td align="center">7</td>
</tr>
<tr>
<td align="center">Number of H-bond donors</td>
<td align="center">1</td>
<td align="center">1</td>
</tr>
<tr>
<td align="left">Molar refractivity (m<sup>3</sup>mol<sup>&#x2212;1</sup>)</td>
<td align="center">104.95</td>
<td align="center">104.95</td>
</tr>
<tr>
<td align="center">TPSA (&#xc5;<sup>2</sup>)</td>
<td align="center">128.15</td>
<td align="center">128.15</td>
</tr>
<tr>
<td align="center">Consensus log <italic>P</italic>
<sub>o/w</sub>
</td>
<td align="center">3.29</td>
<td align="center">3.28</td>
</tr>
<tr>
<td align="center">Solubility</td>
<td align="center">Moderately soluble</td>
<td align="center">Moderately soluble</td>
</tr>
<tr>
<td align="center">Digestive tract absorption</td>
<td align="center">Low</td>
<td align="center">Low</td>
</tr>
<tr>
<td align="center">Blood&#x2013;brain barrier</td>
<td align="center">No</td>
<td align="center">No</td>
</tr>
<tr>
<td align="center">P-gp substrate</td>
<td align="center">No</td>
<td align="center">No</td>
</tr>
<tr>
<td align="center">CYP1A2 inhibitor</td>
<td align="center">No</td>
<td align="center">No</td>
</tr>
<tr>
<td align="center">CYP2C19 inhibitor</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">CYP2C9 inhibitor</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">CYP2D6 inhibitor</td>
<td align="center">No</td>
<td align="center">No</td>
</tr>
<tr>
<td align="center">CYP3A4 inhibitor</td>
<td align="center">No</td>
<td align="center">No</td>
</tr>
<tr>
<td align="center">Log Kp (cm/s)</td>
<td align="center">&#x2212;6.34</td>
<td align="center">&#x2212;6.34</td>
</tr>
<tr>
<td align="center">Lipinski</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">Ghose</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">Veber</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">Egan</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">Muegge</td>
<td align="center">Yes</td>
<td align="center">Yes</td>
</tr>
<tr>
<td align="center">Synthetic accessibility</td>
<td align="center">3.11</td>
<td align="center">3.15</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3-4-4">
<title>3.4.4 Intermolecular interaction visualization</title>
<p>The intermolecular interactions were predicted <italic>via</italic> Discovery Studio 2021 molecular visualization tool. Compounds <bold>5a</bold> and <bold>5b</bold> exhibit favorable interactions with the druggable active site of <italic>&#x3b1;</italic>-glucosidase (<xref ref-type="table" rid="T4">Table 4</xref>). Compound <bold>5a</bold> specifically develops hydrogen bonds, alkyl bonds, <italic>&#x3c0;</italic>&#x2013;cation, <italic>&#x3c0;</italic>&#x2013;sulfur, <italic>&#x3c0;</italic>&#x2013;<italic>&#x3c0;</italic> T-shaped bond, and an amide&#x2013;<italic>&#x3c0;</italic> stacked bond with the active site residues. Lys155 and Asn314 form conventional hydrogen bonds with N10 and N11 of <bold>5a</bold>, respectively. Another conventional hydrogen bond with H33 of <bold>5a</bold> is attributed to the presence of Ser235 in the active site, which also develops a carbon hydrogen bond with O8. Additionally, Thr234 and Lys425 also form carbon hydrogen bonds with N12 and O22 of the most potent ligand. As well as carbon hydrogen bonds, Thr234 also develops an amide-<italic>&#x3c0;</italic> stacked bond with the aromatic ring of the sulfonamide group of <bold>5a</bold>. Similarly, the same aromatic group is also involved in developing a <italic>&#x3c0;</italic>&#x2013;<italic>&#x3c0;</italic> T-shaped bond with the Phe420 of the binding site. Along with the <italic>&#x3c0;</italic>&#x2013;<italic>&#x3c0;</italic> T-shaped bond, Phe420 also contributes to the formation of a <italic>&#x3c0;</italic>&#x2013;sulfur bond with the S7 of <bold>5a</bold>. Finally, Lys425 exhibits <italic>&#x3c0;</italic>&#x2013;sulfur and alkyl bonds with the aromatic ring of the acyl group and C18 of the ligand (<xref ref-type="fig" rid="F10">Figure 10A</xref>).</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Binding interactions of most potent inhibitors.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Most potent compounds</th>
<th colspan="4" align="left">Binding interactions</th>
</tr>
<tr>
<th align="center">Ligand atoms</th>
<th align="center">Receptor residues</th>
<th align="center">Interaction types</th>
<th align="center">Distance (&#xc5;)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="11" align="center">
<bold>5a</bold>
</td>
<td align="center">N10</td>
<td align="center">Lys155</td>
<td align="center">H-bond</td>
<td align="center">3.09</td>
</tr>
<tr>
<td align="center">N12</td>
<td align="center">Thr234</td>
<td align="center">H-bond</td>
<td align="center">2.89</td>
</tr>
<tr>
<td align="center">O8</td>
<td align="center">Ser235</td>
<td align="center">H-bond</td>
<td align="center">2.80</td>
</tr>
<tr>
<td align="center">H33</td>
<td align="center">Ser235</td>
<td align="center">H-bond</td>
<td align="center">2.13</td>
</tr>
<tr>
<td align="center">N11</td>
<td align="center">Asn314</td>
<td align="center">H-bond</td>
<td align="center">1.92</td>
</tr>
<tr>
<td align="center">O22</td>
<td align="center">Lys425</td>
<td align="center">H-bond</td>
<td align="center">2.49</td>
</tr>
<tr>
<td align="center">C18</td>
<td align="center">Lys425</td>
<td align="center">Alkyl bond</td>
<td align="center">4.35</td>
</tr>
<tr>
<td align="center">Aromatic ring</td>
<td align="center">Lys425</td>
<td align="center">
<italic>&#x3c0;</italic>-cation</td>
<td align="center">4.46</td>
</tr>
<tr>
<td align="center">S7</td>
<td align="center">Phe420</td>
<td align="center">
<italic>&#x3c0;</italic>-sulfur</td>
<td align="center">5.25</td>
</tr>
<tr>
<td align="center">Aromatic ring</td>
<td align="center">Phe420</td>
<td align="center">
<italic>&#x3c0;</italic>-<italic>&#x3c0;</italic> T-shaped</td>
<td align="center">5.13</td>
</tr>
<tr>
<td align="center">Aromatic ring</td>
<td align="center">Thr234</td>
<td align="center">Amide-<italic>&#x3c0;</italic> stacked bond</td>
<td align="center">4.52</td>
</tr>
<tr>
<td rowspan="7" align="center">
<bold>5b</bold>
</td>
<td align="center">N12</td>
<td align="center">Thr234</td>
<td align="center">H-bond</td>
<td align="center">2.82</td>
</tr>
<tr>
<td align="center">H34</td>
<td align="center">Ser235</td>
<td align="center">H-bond</td>
<td align="center">2.14</td>
</tr>
<tr>
<td align="center">N11</td>
<td align="center">Asn314</td>
<td align="center">H-bond</td>
<td align="center">1.92</td>
</tr>
<tr>
<td align="center">C19</td>
<td align="center">Phe310</td>
<td align="center">
<italic>&#x3c0;</italic>-alkyl</td>
<td align="center">4.91</td>
</tr>
<tr>
<td align="center">S7</td>
<td align="center">Phe420</td>
<td align="center">
<italic>&#x3c0;</italic>-sulfur</td>
<td align="center">5.83</td>
</tr>
<tr>
<td align="center">Aromatic ring</td>
<td align="center">Phe311</td>
<td align="center">
<italic>&#x3c0;</italic>-<italic>&#x3c0;</italic> T-shaped</td>
<td align="center">4.23</td>
</tr>
<tr>
<td align="center">Aromatic ring</td>
<td align="center">Thr234</td>
<td align="center">Amide-<italic>&#x3c0;</italic> stacked bond</td>
<td align="center">4.97</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Intermolecular interactions between potent inhibitors and most druggable binding site of <italic>&#x3b1;</italic>-glucosidase. <bold>(A)</bold> Atoms of <bold>5a</bold> (green) interact with the binding pocket residues (dark pink) of the target protein. <bold>(B)</bold> The atoms of <bold>5b</bold> (light blue) interact with the active site residues (dark pink) of the target protein. In both figures, dotted lines indicate intermolecular interactions. Green represents the conventional hydrogen bond; light blue indicates the carbon hydrogen bond; light pink elucidates the alkyl and &#x3c0;&#x2013;alkyl bond; &#x3c0;&#x2013;&#x3c0; T-shaped and amide&#x2013;&#x3c0; stacked bond are represented in dark pink. Orange color predicts &#x3c0;&#x2013;cation and &#x3c0;&#x2013;sulfur bonds.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g010.tif"/>
</fig>
<p>Compound <bold>5b</bold> develops conventional hydrogen bonds, carbon hydrogen bond, <italic>&#x3c0;</italic>&#x2013;alkyl, <italic>&#x3c0;</italic>&#x2013;sulfur, and<italic>&#x3c0;</italic>&#x2013;<italic>&#x3c0;</italic> T-shaped and amide&#x2013;<italic>&#x3c0;</italic> stacked bonds. The intermolecular interactions are simpler than <bold>5a</bold>. Two conventional hydrogen bonds are formed by Ser235 and another by Asn314 with H34 and N11 of <bold>5b</bold>. On the other hand, Thr234 forms a carbon hydrogen bond and an amide&#x2013;<italic>&#x3c0;</italic> stacked bond with N12 and an aromatic ring of the sulfonamide group of <bold>5b</bold>. Phe310, Phe311, and Phe420 of the binding site exhibit <italic>&#x3c0;</italic>&#x2013;alkyl, and <italic>&#x3c0;</italic>&#x2013;<italic>&#x3c0;</italic> T-shaped and <italic>&#x3c0;</italic>&#x2013;sulfur interaction with C19, aromatic ring, S7 of <bold>5b</bold>, respectively (<xref ref-type="fig" rid="F10">Figure 10B</xref>).</p>
</sec>
<sec id="s3-4-5">
<title>3.4.5 HYdrogen bond and DEhydration energy</title>
<p>HYdrogen bond and DEhydration energy (HYDE) for <bold>5a</bold> and <bold>5b</bold> are predicted by SeeSAR version 13.0 (<xref ref-type="fig" rid="F11">Figure 11</xref>). According to <xref ref-type="fig" rid="F11">Figure 11A</xref>, atoms such as C1, C4, C6, O8, N14, and C18 of <bold>5a</bold> have a HYDE score less than &#x2212;2.5&#xa0;kJ/mol; among these, C18 has the lowest HYDE. The lower the value of HYDE, the greater the involvement of the atom in the binding affinity.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>HYDE estimation of <bold>5a</bold> <bold>(A)</bold> and <bold>5b</bold> <bold>(B)</bold> in which green circles represent good HYDE scores. The greater the width of the green circle, the more the contribution of the atom in the interaction with <italic>&#x3b1;</italic>-glucosidase.</p>
</caption>
<graphic xlink:href="fchem-12-1380523-g011.tif"/>
</fig>
<p>In the case of <bold>5b</bold> (<xref ref-type="fig" rid="F11">Figure 11B</xref>), the lowest HYDE is exhibited by C3, which was &#x2212;4.2&#xa0;kJ/mol. However, other atoms such as C6, O8, N10, and C19 also have contributions to the binding affinity of <bold>5b</bold> with <italic>&#x3b1;</italic>-glucosidase.</p>
</sec>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>This research demonstrated an efficient method for producing structurally diverse pyrazole&#x2013;sulfonamide conjugates <bold>(5a&#x2013;k)</bold> by a diazotization reaction of sulfonamide amine with acetylacetone followed by a cyclization reaction with a diverse array of substituted hydrazides and hydrazine monohydrate in ethanol. This approach was beneficial since it led to the formation of a pyrazole ring, an important medicinal heterocycle, while simultaneously circumventing extensive purification methods and minimizing chemical waste. The structural variability of the synthesized analogs was assured by using a diverse range of substituents on the aromatic hydrazides. The glucosidase inhibition potential was evaluated for synthesized conjugates (<bold>5a&#x2013;k</bold>) where most of the compounds were prominently active and selective against the <italic>&#x3b1;</italic>-glucosidase enzyme. Among them, <bold>5a</bold> containing chlorine at a <italic>para</italic>-position was identified as the most potent and selective inhibitor, with an IC<sub>50</sub> value of 1.13 &#xb1; 0.06&#xa0;<italic>&#xb5;</italic>M (acarbose: IC<sub>50</sub> &#x3d; 35.1 &#xb1; 0.14&#xa0;<italic>&#xb5;</italic>M). Consequently, based on the activity findings and docking studies, these compounds could potentially be developed as a novel series of structurally varied, potent, efficacious, and highly selective <italic>&#x3b1;</italic>-glucosidase inhibitors.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/<xref ref-type="sec" rid="s10">Supplementary Material</xref>; further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>SZ: conceptualization, funding acquisition, project administration, resources, software, supervision, validation, and writing&#x2013;original draft. AA: formal analysis, investigation, and writing&#x2013;original draft. MB: funding acquisition, resources, and writing&#x2013;review and editing. AS: conceptualization, project administration, supervision, visualization, and writing&#x2013;review and editing. MA: investigation, methodology, and writing&#x2013;original draft. FZ: data curation, formal analysis, and writing&#x2013;review and editing. GS: data curation, formal analysis, and writing&#x2013;review and editing. NR: methodology, software, and writing&#x2013;original draft. IK: conceptualization, data curation, validation, visualization, and writing&#x2013;original draft.</p>
</sec>
<sec sec-type="funding-information" id="s7">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research, authorship, and/or publication of this article. Research supporting project number (RSPD 2024R740), King Saud University, Riyadh, Saudi Arabia.</p>
</sec>
<ack>
<p>We are thankful to the research supporting project number (RSPD 2024R740), King Saud University, Riyadh, Saudi Arabia.</p>
</ack>
<sec sec-type="COI-statement" id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
<p>The author(s) declared that they were an editorial board member of Frontiers, at the time of submission. This had no impact on the peer review process and the final decision.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors, and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s10">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fchem.2024.1380523/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fchem.2024.1380523/full&#x23;supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet1.docx" id="SM1" mimetype="application/docx" xmlns:xlink="http://www.w3.org/1999/xlink"/>
</sec>
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