The novel selective inhibitors of cyclin-dependent kinase 4/6: in vitro and in silico study
www.nature.com/scientificreports
OPEN
The novel selective inhibitors
of cyclin‑dependent kinase 4/6:
in vitro and in silico study
Ni Made Pitri Susanti 1,2, Fransiska Kurniawan 1, Sophi Damayanti 1,
Rahmana Emran Kartasasmita 1 & Daryono Hadi Tjahjono 1*
One of the main regulators in the cell cycle is cyclin-dependent kinase 4 and 6 (CDK4/6). FDA has
approved CDK4/6 inhibitors for the treatment of patients with metastatic breast cancer. However,
the development of selective agents remains problematic due to the conservation of their ATP
binding sites. In the previous in silico study, ZINC585292724, ZINC585292587, ZINC585291674, and
ZINC585291474 have been identified as potential inhibitors. Therefore, the present study aimed to
analyze the selectivity and inhibitory activity of the four compounds against CDK4/6 in vitro as well
as determine the potential for their further development in silico. The in vitro results showed that
the four compounds had good selectivity towards both kinases, due to their similar structure. In
agreement with the in silico results, ZINC585291674 produced the best inhibitory activity against
CDK4 and CDK6, with IC50 of 184.14 nM and 111.78 nM, respectively. Their ADMET profile were also
similar to reference compound of Palbociclib. Based on this, ZINC585291674 can be used as a lead
compound for further inhibitor development.
One of the fundamental biological processes is cell proliferation which occurs in a series of stages constituting the
cell cycle. This cycle includes interphase (preparation of DNA replication in the G1 phase, DNA replication in the
S phase, and preparation of mitosis in G2) and metaphase, characterized by sister chromatids’ separation. Besides,
there is an inactive or G0 phase, where most of the non-proliferative cells are l ocated1,2. The cycle in normal cells
is monitored by checkpoint as a control system, which induces cell cycle arrest during abnormal division, and
enables cell repair, thereby ensuring a proper DNA synthesis and chromosomal s eparation3,4. Cyclin-dependent
kinases (CDKs), the serine/threonine family of protein kinases, are one of the most important proteins regulating
cell cycle transitions. CDK forms heterodimers with cyclin, the regulatory subunits for its a ctivity5,6. Among the
CDK family, CDK4 and CDK6 (CDK4/6) are particularly important as they play a fundamental role in the G1/S
transition through phosphorylation of retinoblastoma protein (Rb) after activation by cyclin D when cells sense
mitogenic signals6. The cell cycle is deregulated in malignant cells, characterized by abnormal and uncontrolled
proliferation due to dysregulation and mutations of various regulators, such as CDK, CAK (CDK-activating
kinase), CKI (CDK-inhibitors), CDK substrates, cyclins, and checkpoint p
roteins5–7.
Several oncogenes can be activated in cancer, including those in the RAS/RAF/MEK/ERK, PI3K/Akt/mTOR,
JAK/STAT, Wnt/ β-catenin, and BTK/NF-κB pathways, all of which converge on CDK4/6-cyclin D complex.
Additionally, mutations of tumor suppressor genes e.g. p53, tend to increase CDK4/6 activity through the release
of inhibitory P
21CIP18,9. Therefore, CDK4/6 serves as a center for tumorigenesis. In 2020, breast cancer is the
leading cause of women’s death in the world with an estimated 9.2 million new c ases10. The hormone receptorpositive/human epidermal growth factor receptor 2 negative (HR+/HER2-) is the commonest breast cancer
type, where CCND1 as an encoding of cyclin D1, is profoundly e xpressed11,12. These features make CDK4/6 an
attractive target for anticancer therapy.
Heterocyclic ring structures with secondary amine bridges have been widely used in the development of CDK
inhibitors, particularly those selective for CDK4/6, including the three FDA-approved compounds, palbociclib,
ribociclib, and abemaci-clib13–18. They prevent substrate phosphorylation by competing with ATP at the ATPbinding pocket of CDK4/619. Besides being able to form hydrogen bonds, the heterocyclic ring structure is also
known to occupy the adenine binding site of ATP in the CDK hinge r egion20. Previous in silico studies identified
ZINC585292724, ZINC585292587, ZINC585291674, and ZINC585291474 as potential CDK4/6 inhibitors as
presented in Fig. 1. These four compounds contain a heterocyclic ring with a secondary amine chain in their
1
School of Pharmacy, Bandung Institute of Technology, Bandung 40132, Indonesia. 2Study Program of Pharmacy,
Faculty of Mathematics and Natural Sciences, Universitas Udayana, Badung 80361, Indonesia. *email:
Scientific Reports |
(2024) 14:23505
| https://doi.org/10.1038/s41598-024-71865-7
1
Vol.:(0123456789)
www.nature.com/scientificreports/
H
N
N
N
N
O
N
N
HN
O
(a)
N
N
O
O
N
N
N
N
NH
N
N
N
N
N
HN
N
(b)
(c)
N
N
O
S
N
N
O
NH
N
N
N
N
N
N
N
HN
S
(e)
(d)
Fig. 1. The chemical structures of (a) Palbociclib, (b) ZINC585291674, (c) ZINC585292724, (d)
ZINC585291474, and (e) ZINC585292587.
structure21. Therefore, this current study aimed to analyze the selectivity and inhibitory activity of the four
compounds against CDK4/6 in vitro as well as determine the potential for their further development in silico.
Results and discussion
In vitro studies
In vitro studies were conducted by testing a single concentration of 1 µM compound to determine their selectivity
using CDK6 and six other targets, including CDK1, CDK2, CDK3, CDK5/p25, CDK5/p35, and CDK9. According to binding free energy (∆Gbind) calculation during the previous in silico s tudy21, ZINC585291674 had the
lowest ∆Gbind, followed by ZINC585292724, ZINC585291474, and ZINC585292587. The results in Table 1
showed the six enzymes other than CDK6 possessed full enzymatic activity > 90%, implying the four compounds
lacked inhibitory activity against them. These indicated that the four compounds had good selectivity towards
CDK6, and possibly for CDK4 due to the high homology of both kinases with up to 70% structural similarity22.
The inhibitory activity of ZINC585291674 was the best, followed by ZINC585292724, ZINC585291474, and
ZINC585292587 with a decrease in enzyme activity to 12%, 18%, 23%, and 35%, respectively. This was directly
proportional to the in silico result, consequently, ZINC585291674 and ZINC585292724 were classified with
strong inhibitory activity, while ZINC585291474 and ZINC585292587 had moderate inhibitory activity.
CDK4/6 inhibitory activity was assessed by determining the IC50, and the results are presented in Fig. 2
and Table 2. ZINC585291674 had the lowest IC50 value against CDK4/6, followed by ZINC585292724,
% Activity*
Compound
CDK1
CDK2
CDK3
CDK5/p25
CDK5/p35
CDK6
CDK9
Palbociclib
82
79
90
97
103
2
106
ZINC585291674
93
91
91
98
102
12
101
ZINC585292724
99
104
102
99
101
18
107
ZINC585291474
98
95
101
92
105
23
117
ZINC585292587
101
107
97
115
102
35
104
Table 1. The kinase activity of 1 µM concentration of the hit compounds. * > 80%: no activ (...truncated)