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        <identifier>oai:figshare.com:article/33619702</identifier>
        <datestamp>2026-09-21T11:00:13Z</datestamp>
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          <dc:title>Concentration-dependent effects from the permeation enhancers capric acid and SNAC on peptide permeability: coarse-grained MD topologies, input files, and analysis code</dc:title>
          <dc:creator>Shakhawath Hossain (23670990)</dc:creator>
          <dc:creator>Per Larsson (21986786)</dc:creator>
          <dc:creator>Maria Karlgren (1286226)</dc:creator>
          <dc:creator>Rosita Kneiszl (11845078)</dc:creator>
          <dc:creator>Moamin Alkakaei (24798453)</dc:creator>
          <dc:creator>King Bwaila (24798467)</dc:creator>
          <dc:subject>Computational chemistry</dc:subject>
          <dc:subject>Pharmaceutical sciences</dc:subject>
          <dc:subject>Physical chemistry not elsewhere classified</dc:subject>
          <dc:subject>Salcaprozate sodium (SNAC)</dc:subject>
          <dc:subject>Capric acid (C10)</dc:subject>
          <dc:subject>Permeation enhancers</dc:subject>
          <dc:subject>Peptide permeability</dc:subject>
          <dc:subject>Molecular dynamics simulations</dc:subject>
          <dc:subject>Umbrella sampling (US) simulations</dc:subject>
          <dc:description>&lt;blockquote&gt;&lt;p dir="ltr"&gt;This dataset supports the study "Concentration-dependent effects from the permeation enhancers capric acid and SNAC on peptide permeability." Using coarse-grained (Martini 2.2) molecular dynamics simulations in GROMACS, we investigated how two medium-chain-fatty-acid-based permeation enhancers — capric acid (C10) and salcaprozate sodium (SNAC) — partition into POPC and POPC–cholesterol (70:30) bilayers, how they alter membrane structural and dynamic properties, and how they modulate the membrane permeability of three model peptide drugs (octreotide, desmopressin, and triptorelin). Effective permeabilities were obtained from umbrella-sampling potentials of mean force via the inhomogeneous solubility–diffusion model.&lt;/p&gt;&lt;p dir="ltr"&gt;The archive provides everything needed to reproduce the simulations and analyses:&lt;br&gt;• &lt;b&gt;topologies/&lt;/b&gt; — Martini 2.2 coarse-grained topologies for the force field, POPC and cholesterol, the neutral forms of capric acid and SNAC, and the three peptides.&lt;br&gt;• &lt;b&gt;mdp_files/&lt;/b&gt; — GROMACS parameter files for the full free-energy workflow (energy minimization, equilibration, steered pulling to generate umbrella windows, and umbrella-sampling production).&lt;br&gt;• &lt;b&gt;example_system/&lt;/b&gt; — a complete, ready-to-run built system (octreotide in a POPC–cholesterol bilayer with water and ions) with its topology and included parameter files.&lt;br&gt;• &lt;b&gt;analysis_code/&lt;/b&gt; — Python and Bash scripts to compute effective permeabilities (D(z), R(z), Peff from WHAM PMFs and integrated autocorrelation times), assess PMF convergence, and quantify membrane properties (area per lipid, thickness, lipid-tail order parameters, flip-flop rates, enhancer incorporation, and fractional interaction matrices).&lt;br&gt;• &lt;b&gt;figure_source_data/&lt;/b&gt; — Excel workbooks containing the numerical source data behind each main figure, including per-replicate PMF profiles and effective permeabilities with standard deviations.&lt;/p&gt;&lt;p dir="ltr"&gt;All simulations were performed at 310.15 K with semi-isotropic pressure coupling. Permeation-enhancer concentrations are reported as actual membrane mole fractions (34% and 50% for capric acid; 28% and 43% for SNAC). Effective permeabilities are geometric means over three independent replicates, with uncertainties reported as the standard deviation of log₁₀(Peff).&lt;/p&gt;&lt;p&gt;&lt;br&gt;&lt;/p&gt;&lt;/blockquote&gt;&lt;p&gt;&lt;/p&gt;</dc:description>
          <dc:date>2026-09-21T11:00:13Z</dc:date>
          <dc:type>Dataset</dc:type>
          <dc:type>Dataset</dc:type>
          <dc:identifier>10.6084/m9.figshare.33619702.v1</dc:identifier>
          <dc:relation>https://figshare.com/articles/dataset/Concentration-dependent_effects_from_the_permeation_enhancers_capric_acid_and_SNAC_on_peptide_permeability_coarse-grained_MD_topologies_input_files_and_analysis_code/33619702</dc:relation>
          <dc:rights>CC BY 4.0</dc:rights>
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