Structure-based Virtual Screening, and Design of Some Lead Compounds as Inhibitors of Kras-G12D of Pancreatic Cancer

Pancreatic cancer is an abnormal cell growth in the pancreas. In 2021, approximately 60,430 individuals were diagnosed in the USA, with the annual increasing incidence rates. Pancreatic cancer is anticipated to become the second leading cause of cancer mortality by 2030. This escalating challenge has prompted a search for innovative therapeutic agents. Virtual screening, a computational technique, was employed to discover novel drug-like compounds from a diverse set of 30 chemical compounds, sourced from the PubChem database. These compounds were evaluated based on some important properties, including pharmacokinetics, lipophilicity, drug-likeness, water-solubility, and physicochemical characteristics. Seventeen compounds emerged as promising candidates for pancreatic cancer treatment. Subsequent molecular docking studies focused on the Kras-G12D protein target and identified Ligand 18 as the leading candidate, exhibiting a binding energy (BE) of -10.5 kcal mol-1 and extensive interactions with the target protein. Additionally, a newly designed compound, D4, displayed an even higher BE of -10.8 kcal mol-1, fitting more effectively into the protein's binding site than existing drugs like Gemcitabine and Irinotecan. All newly designed compounds met the five scientists' rule, indicating favorable drug-likeness and bioavailability. These findings pave the way for developing a new generation of less toxic therapeutic compounds for pancreatic cancer treatment.Keywords: virtual screening, binding energy, kras-G12D, pancreatic cancer, designed compounds.

Authors

Institutions

Publication Details

Journal
Indonesian Journal of Cancer Chemoprevention
Published
2025-02-04
DOI
https://doi.org/10.14499/indonesianjcanchemoprev15iss2pp108-126
Primary Topic
Computational Drug Discovery Methods
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Structure-based Virtual Screening, and Design of Some Lead Compounds as Inhibitors of Kras-G12D of Pancreatic Cancer

Adamu Uzairu, Gideon Adamu Shallangwa, Stephen Eyije Abechi, Abdullahi Bello Umar et al.
1 links
Indonesian Journal of Cancer Chemoprevention
Computational Drug Discovery Methods
article

Structure-based Virtual Screening, and Design of Some Lead Compounds as Inhibitors of Kras-G12D of Pancreatic Cancer

Adamu Uzairu, Gideon Adamu Shallangwa, Stephen Eyije Abechi, Abdullahi Bello Umar, Idris Momohjimoh Ovaku
article en

Abstract

Pancreatic cancer is an abnormal cell growth in the pancreas. In 2021, approximately 60,430 individuals were diagnosed in the USA, with the annual increasing incidence rates. Pancreatic cancer is anticipated to become the second leading cause of cancer mortality by 2030. This escalating challenge has prompted a search for innovative therapeutic agents. Virtual screening, a computational technique, was employed to discover novel drug-like compounds from a diverse set of 30 chemical compounds, sourced from the PubChem database. These compounds were evaluated based on some important properties, including pharmacokinetics, lipophilicity, drug-likeness, water-solubility, and physicochemical characteristics. Seventeen compounds emerged as promising candidates for pancreatic cancer treatment. Subsequent molecular docking studies focused on the Kras-G12D protein target and identified Ligand 18 as the leading candidate, exhibiting a binding energy (BE) of -10.5 kcal mol-1 and extensive interactions with the target protein. Additionally, a newly designed compound, D4, displayed an even higher BE of -10.8 kcal mol-1, fitting more effectively into the protein's binding site than existing drugs like Gemcitabine and Irinotecan. All newly designed compounds met the five scientists' rule, indicating favorable drug-likeness and bioavailability. These findings pave the way for developing a new generation of less toxic therapeutic compounds for pancreatic cancer treatment.Keywords: virtual screening, binding energy, kras-G12D, pancreatic cancer, designed compounds.

Indonesian Journal of Cancer ChemopreventionVol. 15(2)
Ahmadu Bello University (NG), Federal University Lafia (NG)
Openalex Percentile: Top 97%
Computational Drug Discovery Methods
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Structure-based Virtual Screening, and Design of Some Lead Compounds as Inhibitors of Kras-G12D of Pancreatic Cancer — Adamu Uzairu, Gideon Adamu Shallangwa, et al. · Indonesian Journal of Cancer Chemoprevention (2025) | TGRS Research Map | TGRS