Prof. Dr. Munir Salomão Skaf
Full Professor & Principal Investigator
Prof. Munir Salomão Skaf is a Full Professor at the Institute of Chemistry (IQ), University of Campinas (Unicamp), Brazil. He leads the Computational Biophysical Chemistry group and is the Director of the CEPID/FAPESP Center for Computing in Engineering and Sciences.
He served as Pro-Rector of Research at Unicamp (2017–2021) and is a Level 1A CNPq researcher — the highest distinction in Brazilian science.
His research uses molecular dynamics simulations and theoretical chemistry to investigate proteins, enzymes, cellulose degradation, nanomaterials, and the physical chemistry of liquids. The group develops computational tools including HPCCS and Cellulose-Builder.
Interests
- Molecular Dynamics Simulations
- Computational Biophysical Chemistry
- Proteins and Enzymes
- Cellulose and Nanomaterials
- Liquids and Solutions
Education
- PhD in Chemistry
SUNY at Stony Brook, USA - BSc in Chemistry
Unicamp, Brazil
Publications
(2026).
Molecular Dynamics Insights into the Biodegradation of Synthetic Polymers by Moniliophthora roreri Cutinases.
Journal of Chemical Information and Modeling, 66(7), 4085-4100.
(2025).
Computational Insights into Glucose Tolerance and Stimulation in a Family 1 beta-glucosidase.
Journal of Chemical Information and Modeling, 65(13), 7102-7112.
(2025).
Conformational dynamics and binding interactions of SARS-CoV-2 spike protein variants: Omicron, XBB.1.9.2, and EG.5.
Journal of Chemical Information and Modeling, 65(14), 7651-7667.
(2025).
Discovery of mammalian collagens I and III within ancient poriferan biopolymer spongin.
Nature Communications, 16(1), 2515.
(2025).
Evaluating the protonation state of the catalytic Cys25 in cruzain cysteine protease: A target for Chagas disease.
Protein Science, 34(10), e70283.
(2025).
Improving recombinant protein secretion in Aspergillus nidulans by targeting the N-glycosylation machinery.
Metabolic Engineering Communications, 20, e00264.
(2025).
Integrating computational and experimental advances in bone multiscale mechanics.
Progress in Materials Science, 153, 101474.
(2025).
Molecular-scale interactions at mineralized collagen interfaces prevent network percolation, preserving compliance.
ACS Nano, 19(35), 31350-31362.
(2025).
Quantification and material modelling of the localized non-bone regions in the trabecular architecture of the sacrum.
Computer Methods in Biomechanics and Biomedical Engineering.
(2025).
Unraveling the Mechanical Behavior of Softwood Secondary Cell Walls through Atomistic Simulations.
Biomacromolecules, 26(6), 3395-3409.
(2024).
Crosslinker energy landscape effects on dynamic mechanical properties of ideal polymer hydrogels.
Materials Advances, 5(5), 1991-1997.
(2024).
Exploring the reaction mechanism of polyethylene terephthalate biodegradation through QM/MM approach.
The Journal of Physical Chemistry B, 128(31), 7486-7499.
(2024).
Exploring the Structural and Dynamic Properties of a Chimeric Glycoside Hydrolase Protein in the Presence of Calcium Ions.
International Journal of Molecular Sciences, 25(22), 11961.
(2024).
Ion-molecule collision cross-section calculations using trajectory parallelization in distributed systems.
Journal of Parallel and Distributed Computing, 191, 104902.
(2024).
Machine learning-aided engineering of a cytochrome P450 for optimal bioconversion of lignin fragments.
Physical Chemistry Chemical Physics, 26(25), 17577-17587.
(2024).
Pathophysiology of chikungunya virus infection associated with fatal outcomes.
Cell Host & Microbe, 32(4), 606-622.
(2024).
Structures of BlEst2 from Bacillus licheniformis in its propeptide and mature forms reveal autoinhibitory effects of the C-terminal domain.
The FEBS Journal, 291(22), 4930-4950.
(2024).
Thermostability Enhancement of GH62 alpha-l-Arabinofuranosidase by Directed Evolution and Rational Design.
Journal of Agricultural and Food Chemistry, 72(8), 4225-4236.
(2023).
Biotransformation of bisphenol by human cytochrome P450 2C9 enzymes: A density functional theory study.
Inorganic Chemistry, 62(5), 2244-2256.
(2023).
MassCCS: a high-performance collision cross-section software for large macromolecular assemblies.
Journal of Chemical Information and Modeling, 63(11), 3557-3566.
(2023).
SARS-CoV-2 uses CD4 to infect T helper lymphocytes.
eLife, 12, e84790.
(2022).
Devising bone molecular models at the nanoscale.
Materials, 15(6), 2274.
(2022).
Mechanism and biomass association of glucuronoyl esterase: an alpha/beta hydrolase with potential in biomass conversion.
Nature Communications, 13(1), 1449.
(2022).
The role of the extrafibrillar volume on the mechanical properties of molecular models of mineralized bone microfibrils.
ACS Biomaterials Science & Engineering, 9(1), 230-245.
(2021).
Impact of cellulose properties on enzymatic degradation by bacterial GH48 enzymes.
Carbohydrate Polymers, 264, 118059.
(2021).
Importance of water in maintaining softwood secondary cell wall nanostructure.
Biomacromolecules, 22(11), 4669-4680.
(2021).
Insights into the dual cleavage activity of the GH16 laminarinase enzyme class on beta-1,3 and beta-1,4 glycosidic bonds.
Journal of Biological Chemistry, 296, 100385.
(2021).
Nanoscale wetting of crystalline cellulose.
Biomacromolecules, 22(10), 4251-4261.
(2021).
QM/MM simulations of enzymatic hydrolysis of cellulose: probing the viability of an endocyclic mechanism for an inverting cellulase.
Journal of Chemical Information and Modeling, 61(4), 1902-1912.
(2021).
Transition path sampling study of the feruloyl esterase mechanism.
The Journal of Physical Chemistry B, 125(8), 2018-2030.
(2020).
A linker of the proline-threonine repeating motif sequence is bimodal.
Journal of Molecular Modeling, 26(7), 178.
(2020).
Adsorption of CO2 and CH4 in MIL-47 investigated by the 3D-RISM molecular theory of solvation.
Physical Chemistry Chemical Physics, 22(23), 13240-13247.
(2020).
Articaine interaction with phospholipid bilayers.
Journal of Molecular Structure, 1222, 128854.
(2020).
Molecular Modeling of Aquaporins from Leishmania major.
The Journal of Physical Chemistry B, 124(28), 5825-5836.
(2020).
SARS-CoV-2 receptor is co-expressed with elements of the kinin-kallikrein, renin-angiotensin and coagulation systems in alveolar cells.
Scientific Reports, 10(1), 19522.
(2020).
Structural insights into beta-1,3-glucan cleavage by a glycoside hydrolase family.
Nature Chemical Biology, 16(8), 920-929.
(2019).
Catalytic mechanism of aryl-ether bond cleavage in lignin by LigF and LigG.
The Journal of Physical Chemistry B, 123(48), 10142-10151.
(2019).
Crystallographic structure and molecular dynamics simulations of the major endoglucanase from Xanthomonas campestris pv. campestris.
International Journal of Biological Macromolecules, 136, 493-502.
(2019).
Patient-specific bone multiscale modelling, fracture simulation and risk analysis - a survey.
Materials, 13(1), 106.
(2019).
Redesigning N-glycosylation sites in a GH3 beta-xylosidase improves the enzymatic efficiency.
Biotechnology for Biofuels, 12(1), 269.
(2018).
A promiscuous cytochrome P450 aromatic O-demethylase for lignin bioconversion.
Nature Communications, 9(1), 2487.
(2018).
Concerted motions and large-scale structural fluctuations of Trichoderma reesei Cel7A cellobiohydrolase.
Physical Chemistry Chemical Physics, 20(11), 7498-7507.
(2018).
High performance collision cross section calculation - HPCCS.
Journal of Computational Chemistry, 39(21), 1675-1681.
(2018).
Idealized carbon-based materials exhibiting record deliverable capacities for vehicular methane storage.
The Journal of Physical Chemistry C, 123(2), 1050-1058.
(2018).
Structure, computational and biochemical analysis of PcCel45A endoglucanase from Phanerochaete chrysosporium.
Scientific Reports, 8(1), 3678.
(2018).
The impact of O-glycan chemistry on the stability of intrinsically disordered proteins.
Chemical Science, 9(15), 3710-3715.
(2018).
The patterned structure of galactoglucomannan suggests it may bind to cellulose in seed mucilage.
Plant Physiology, 178(3), 1011-1026.
(2018).
Understanding the molecular basis of the high oxygen affinity variant human hemoglobin Coimbra.
Archives of Biochemistry and Biophysics, 637, 73-78.
(2017).
An alternative conformation of ERbeta bound to estradiol reveals H12 in a stable antagonist position.
Scientific Reports, 7(1), 3509.
(2017).
Effects of xylan side-chain substitutions on xylan-cellulose interactions and implications for saccharification.
Biomacromolecules, 18(4), 1311-1321.
(2017).
Structural and functional characterization of a highly secreted alpha-L-arabinofuranosidase (GH62) from Aspergillus nidulans grown on sugarcane bagasse.
Biochimica et Biophysica Acta - Proteins and Proteomics, 1865(12), 1758-1769.
(2016).
Allosteric pathways in the PPARgamma-RXRalpha nuclear receptor complex.
Scientific Reports, 6(1), 19940.
(2016).
Cellulose aggregation under hydrothermal pretreatment conditions.
Biomacromolecules, 17(8), 2582-2590.
(2016).
CHARMM force field parameterization of peroxisome proliferator-activated receptor gamma ligands.
International Journal of Molecular Sciences, 18(1), 15.
(2016).
Directed discovery of greener cosolvents: New cosolvents for use in ionic liquid based organic electrolyte solutions for cellulose dissolution.
ACS Sustainable Chemistry & Engineering, 4(11), 6200-6207.
(2016).
Evaluation of carbon nanoscroll materials for post-combustion CO2 capture.
Carbon, 101, 218-225.
(2016).
Evolution of xylan substitution patterns in gymnosperms and angiosperms.
Plant Physiology, 171(4), 2418-2431.
(2016).
Molecular basis of substrate recognition and specificity revealed in family 12 glycoside hydrolases.
Biotechnology and Bioengineering, 113(12), 2577-2586.
(2016).
Molecular characterization of a family 5 glycoside hydrolase suggests an induced-fit enzymatic mechanism.
Scientific Reports, 6(1), 23473.
(2016).
Molecular dynamics of the Bacillus subtilis expansin EXLX1: interaction with substrates and structural basis of the lack of activity of mutants.
Physical Chemistry Chemical Physics, 18(5), 3510-3521.
(2016).
Molecular dynamics simulations of the dielectric properties of fructose aqueous solutions.
Journal of Physics: Condensed Matter, 28(41), 414018.
(2015).
Molecular dynamics simulations of family 7 cellobiohydrolase mutants aimed at reducing product inhibition.
The Journal of Physical Chemistry B, 119(29), 9295-9303.
(2015).
Molecular recognition of PPARgamma by kinase CDK5/p25: Insights from a combination of protein-protein docking and adaptive biasing force simulations.
The Journal of Physical Chemistry B, 119(26), 8330-8339.
(2015).
Supramolecular interactions in secondary plant cell walls: effect of lignin chemical composition revealed with the molecular theory of solvation.
The Journal of Physical Chemistry Letters, 6(1), 206-211.
(2014).
Identification of a new hormone-binding site on the surface of thyroid hormone receptor.
Molecular Endocrinology, 28(4), 534-545.
(2014).
Noncovalent interaction with graphene oxide: the crucial role of oxidative debris.
The Journal of Physical Chemistry C, 118(4), 2187-2193.
(2014).
Polarizability effects on the structure and dynamics of ionic liquids.
The Journal of Chemical Physics, 140(14).
(2014).
The pattern of xylan acetylation suggests xylan may interact with cellulose microfibrils as a twofold helical screw in the secondary plant cell wall.
The Plant Journal, 79(3), 492-506.
(2013).
Aspergillus niger beta-glucosidase has a cellulase-like tadpole molecular shape that creates a new substrate binding subsite.
Journal of Biological Chemistry, 288(46), 32991-33005.
(2013).
Joint X-ray crystallographic and molecular dynamics study of cellobiohydrolase I from Trichoderma harzianum.
The FEBS Journal, 280(1), 56-69.
(2013).
Molecular mechanism of peroxisome proliferator-activated receptor alpha activation by WY14643.
Journal of Molecular Biology, 425(16), 2878-2893.
(2013).
Plant biomass recalcitrance: effect of hemicellulose composition on nanoscale forces that determine cell wall strength.
Journal of the American Chemical Society, 135(51), 19048-19051.
(2013).
X-ray structure and molecular dynamics simulations of endoglucanase 3 from Trichoderma harzianum: Structural organization and substrate recognition by endoglucanases that lack cellulose binding domains.
PLoS One, 8(3), e59069.
(2012).
Cellulose-Builder: A toolkit for building crystalline structures of cellulose.
Journal of Computational Chemistry, 33(14), 1338-1346.
(2012).
Enzyme microheterogeneous hydration and stabilization in supercritical carbon dioxide.
The Journal of Physical Chemistry B, 116(19), 5671-5678.
(2012).
GQ-16, a novel peroxisome proliferator-activated receptor gamma ligand.
Journal of Biological Chemistry, 287(33), 28169-28179.
(2012).
Hb S-Sao Paulo: a new sickling hemoglobin with stable polymers and decreased oxygen affinity.
Archives of Biochemistry and Biophysics, 519(1), 23-31.
(2012).
Medium chain fatty acids are selective peroxisome proliferator activated receptor gamma activators.
PLoS One, 7(5), e36297.
(2012).
Mode of peroxisome proliferator-activated receptor gamma activation by luteolin.
Molecular Pharmacology, 81(6), 788-799.
(2011).
Analysis of agonist and antagonist effects on thyroid hormone receptor conformation by hydrogen/deuterium exchange.
Molecular Endocrinology, 25(1), 15-31.
(2011).
CHARMM force field parameterization of rosiglitazone.
International Journal of Quantum Chemistry, 111(7-8), 1346-1354.
(2011).
CHARMM-based parameterization of neutral articaine - a widely used local anesthetic.
International Journal of Quantum Chemistry, 111(7-8), 1339-1345.
(2011).
Helix 12 dynamics and thyroid hormone receptor activity: experimental and molecular dynamics studies of Ile280 mutants.
Journal of Molecular Biology, 412(5), 882-893.
(2011).
Mapping the intramolecular vibrational energy flow in proteins reveals functionally important residues.
The Journal of Physical Chemistry Letters, 2(16), 2073-2078.
(2011).
Mechanisms of the rotational dynamics of C70 in C70-cubane heteromolecular crystals.
The Journal of Chemical Physics, 135(24).
(2011).
Molecular basis of the thermostability and thermophilicity of laminarinases.
The Journal of Physical Chemistry B, 115(24), 7940-7949.
(2010).
A Lennard-Jones plus Coulomb potential for Al3+ ions in aqueous solutions.
The Journal of Chemical Physics, 132(11).
(2010).
On the denaturation mechanisms of the ligand binding domain of thyroid hormone receptors.
The Journal of Physical Chemistry B, 114(3), 1529-1540.
(2010).
Structural modeling of high-affinity thyroid receptor-ligand complexes.
European Biophysics Journal, 39(11), 1523-1536.
(2009).
Anomalous dynamics of hydration water in carbohydrate solutions.
The Journal of Physical Chemistry B, 113(39), 12999-13006.
(2009).
Gaining ligand selectivity in thyroid hormone receptors via entropy.
Proceedings of the National Academy of Sciences, 106(49), 20717-20722.
(2008).
Ligand dissociation from estrogen receptor is mediated by receptor dimerization: evidence from molecular dynamics simulations.
Molecular Endocrinology, 22(7), 1565-1578.
(2008).
Molecular dynamics simulations of AOT-water/formamide reverse micelles: Structural and dynamical properties.
The Journal of Chemical Physics, 129(24).
(2008).
Only subtle protein conformational adaptations are required for ligand binding to thyroid hormone receptors.
The Journal of Physical Chemistry B, 112(34), 10741-10751.
(2008).
Rotational dynamics and polymerization of C60 in C60-cubane crystals: A molecular dynamics study.
The Journal of Chemical Physics, 129(6).
(2008).
Solvation in supercritical fluids.
Solvation Effects on Molecules and Biomolecules: Computational Methods and Applications.
(2008).
Solvation of 5-fluorouracil in supercritical CO2.
International Journal of Quantum Chemistry, 108(13), 2557-2563.
(2008).
Structural basis of GC-1 selectivity for thyroid hormone receptor isoforms.
BMC Structural Biology, 8(1), 8.
(2007).
Carbohydrate clustering in aqueous solutions and the dynamics of confined water.
The Journal of Physical Chemistry B, 111(41), 11948-11956.
(2007).
Interactions of chlorpromazine with phospholipid monolayers: effects of the ionization state of the drug.
Biophysical Chemistry, 125(2-3), 425-434.
(2006).
Molecular dynamics simulations of ligand dissociation from thyroid hormone receptors.
Journal of Medicinal Chemistry, 49(1), 23-26.
(2006).
Molecular dynamics simulations of neutral chlorpromazine in zwitterionic phospholipid monolayers.
The Journal of Physical Chemistry B, 110(17), 8804-8814.
(2005).
A simulation study of the optical Kerr effect in liquid water.
Physical Chemistry Chemical Physics, 7(6), 1176-1180.
(2005).
Molecular dynamics simulations reveal multiple pathways of ligand dissociation from thyroid hormone receptors.
Biophysical Journal, 89(3), 2011-2023.
(2005).
Molecular-dynamics simulations of dimethylsulfoxide-methanol mixtures.
The Journal of Chemical Physics, 123(15).
(2005).
Optical Kerr effect in supercooled water.
Physical Review Letters, 94(13), 137802.
(2005).
Solvation of Coumarin 314 at water/air interfaces containing anionic surfactants. I. Low coverage.
The Journal of Physical Chemistry B, 109(15), 7365-7372.
(2005).
Solvation of purine alkaloids in supercritical CO2 by molecular dynamics simulations.
The Journal of Supercritical Fluids, 34(2), 237-241.
(2004).
A review on the dynamics of water.
Brazilian Journal of Physics, 34(1), 3-16.
(2004).
Solvation dynamics at the water/zirconia interface: Molecular dynamics simulations.
The Journal of Physical Chemistry B, 108(51), 19687-19697.
(2003).
Computer simulations of the solvation dynamics of Coumarin 153 in dimethylsulfoxide.
Chemical Physics Letters, 370(5-6), 683-689.
(2003).
Polarizability anisotropy relaxation in pure and aqueous dimethylsulfoxide.
The Journal of Chemical Physics, 119(4), 2181-2187.
(2003).
Solvation dynamics of coumarin 153 in dimethylsulfoxide-water mixtures: Molecular dynamics simulations.
The Journal of Chemical Physics, 118(13), 5955-5963.
(2003).
Solvation of excess electrons in supercritical ammonia.
The Journal of Chemical Physics, 119(12), 6044-6052.
(2002).
Collision-induced effects on the dielectric properties of liquid dimethylsulfoxide.
Journal of the Brazilian Chemical Society, 13(5), 583-591.
(2002).
Hydration structures of the squarate dianion C4O42-: A combined molecular dynamics simulation and quantum ab initio study.
Journal of Molecular Structure: THEOCHEM, 580(1-3), 137-145.
(2002).
Molecular Dynamics Simulations of the Squarate Dianion (C4O42-) in Aqueous Solution.
The Journal of Physical Chemistry B, 106(21), 5492-5499.
(2002).
Path integral-molecular dynamics study of electronic states in supercritical water.
The Journal of Physical Chemistry A, 106(35), 8066-8069.
(2001).
Instantaneous normal mode analysis of hydrated electron solvation dynamics.
The Journal of Chemical Physics, 114(8), 3598-3611.
(2001).
Structural and electronic characterization of chemical and conformational defects in conjugated polymers.
The Journal of Physical Chemistry B, 105(26), 6103-6107.
(2000).
Dielectric relaxation of supercritical water: Computer simulations.
The Journal of Chemical Physics, 113(9), 3499.
(2000).
Nonlocal dielectric functions of molecular liquids from computer simulations.
Journal of Molecular Structure: THEOCHEM, 505(1-3), 45-53.
(1999).
Molecular association between water and dimethyl sulfoxide in solution.
The Journal of Chemical Physics, 110(13), 6412-6420.
(1999).
Molecular dynamics study of dielectric properties of water-dimethyl sulfoxide mixtures.
The Journal of Physical Chemistry A, 103(50), 10719-10729.
(1999).
Solvation response of polar liquid mixtures: Water-dimethylsulfoxide.
The Journal of Chemical Physics, 111(1), 300-309.
(1998).
Molecular association between water and dimethyl sulfoxide in solution: the librational dynamics of water.
Chemical Physics Letters, 296(1-2), 125-130.
(1997).
Molecular dynamics simulations of dielectric properties of dimethyl sulfoxide: Comparison between available potentials.
The Journal of Chemical Physics, 107(19), 7996-8003.
(1997).
Simulation of Solvation Dynamics in H-Bonding Solvents: Dynamics of Solute-Solvent H-Bonds in Methanol-Water Mixtures.
Molecular Engineering, 7(3), 457-472.
(1997).
Static dielectric properties of a model for liquid DMSO.
Molecular Physics, 90(1), 25-34.
(1996).
Molecular dynamics simulation of solvation dynamics in methanol-water mixtures.
The Journal of Physical Chemistry, 100(46), 18258-18268.
(1996).
Wave vector-dependent dielectric relaxation of methanol-water mixtures.
The Journal of Physical Chemistry, 100(4), 1368-1380.
(1995).
Computer simulation of solvation dynamics in hydrogen-bonding liquids.
Journal of Molecular Structure: THEOCHEM, 335(1-3), 181-188.
(1995).
Molecular dynamics simulation of the wave vector-dependent static dielectric properties of methanol-water mixtures.
The Journal of Chemical Physics, 102(16), 6542-6551.
(1993).
Computer simulation of hydrogen-bonding liquids.
Annual Review of Physical Chemistry, 44(1), 335-368.
(1993).
Correlated clustering in microemulsion models.
Journal of Physics A: Mathematical and General, 26(5), 1051-1061.
(1993).
Wave vector dependent dielectric relaxation in hydrogen-bonding liquids.
The Journal of Chemical Physics, 98(11), 8929-8945.
(1992).
Alternative approach to percolation in microemulsions.
Physical Review A, 46(6), R3020.
(1992).
Thermodynamical, structural, and clustering properties of a microemulsion model.
The Journal of Chemical Physics, 97(10), 7699-7715.
(1991).
Model for microemulsions: An exactly solvable case.
The Journal of Chemical Physics, 95(7), 5305-5312.