Cheng Zhang1. 1. Australian Institute for Bioengineering and Nanotechnology and ARC Centre of Excellence in Convergent Bio-Nano Science and Technology, University of Queensland, Brisbane, Queensland 4072, Australia.
Abstract
Over two years into the outbreak of COVID-19, the quest for effective and economical drugs has become starkly clear to reduce the risk of progression of coronavirus disease. A number of drugs have been investigated, and they can be taken orally at home and be used after exposure to SARS-CoV-2 or at the first sign of COVID-19. Fluorinated oral anti-COVID-19 drugs-including Paxlovid, the first oral tablet for the treatment of COVID-19-constitute an important subgroup. Fluorine has been widely used in the pharmaceutical market and can lead to improved selectivity indices, increased lipophilicity, greater metabolic stability, and improved anti-COVID-19 efficacy. In this mini-review, we will give an update on fluorinated anti-COVID-19 drugs by providing the key information and current knowledge of these drugs, including their molecular design, metabolism and pharmacokinetics, and mechanism of action.
Over two years into the outbreak of COVID-19, the quest for effective and economical drugs has become starkly clear to reduce the risk of progression of coronavirus disease. A number of drugs have been investigated, and they can be taken orally at home and be used after exposure to SARS-CoV-2 or at the first sign of COVID-19. Fluorinated oral anti-COVID-19 drugs-including Paxlovid, the first oral tablet for the treatment of COVID-19-constitute an important subgroup. Fluorine has been widely used in the pharmaceutical market and can lead to improved selectivity indices, increased lipophilicity, greater metabolic stability, and improved anti-COVID-19 efficacy. In this mini-review, we will give an update on fluorinated anti-COVID-19 drugs by providing the key information and current knowledge of these drugs, including their molecular design, metabolism and pharmacokinetics, and mechanism of action.
Coronavirus disease 2019 (COVID-19) is a contagious disease caused
by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2, Scheme ).[1] The disease has spread worldwide, and the threat to global
health is ongoing since the first known case was identified in December
2019. As of 10 April 2022, SARS-CoV-2 has caused a combined total
of more than 494588000 confirmed infections and more than 6170000
reported deaths in 213 different countries.
Scheme 1
Cartoon Diagram Illustrating
the Life Cycle of SARS-CoV-2
Seven sequential
steps are
labeled in blue. Proteins that are labeled in pink are targets for
the development of antivirals. TMPRSS2, CtsL, and furin are three
host proteases that prime Spike for viral entry and new virion packaging.
Reproduced with permission from ref (1). Copyright 2022 American Chemical Society.
Cartoon Diagram Illustrating
the Life Cycle of SARS-CoV-2
Seven sequential
steps are
labeled in blue. Proteins that are labeled in pink are targets for
the development of antivirals. TMPRSS2, CtsL, and furin are three
host proteases that prime Spike for viral entry and new virion packaging.
Reproduced with permission from ref (1). Copyright 2022 American Chemical Society.Starting in late 2020, numerous types of COVID-19
vaccines have
been developed to protect people before they are exposed to SARS-CoV-2,
providing an opportunity to restrict the transmission of the virus
and reduce the number of hospitalizations and deaths. The US Food
and Drug Administration (FDA) has approved Pfizer-BioNTech, Moderna,
and Janssen COVID-19 vaccines for emergency use in the USA, while
the European Medicines Agency (EMA) also authorized the vaccine developed
by AstraZeneca.[2] By early 2022, 11.3 billion
doses of COVID-19 vaccine have been administered around the world,
mostly in high-income countries. Only 12% of people in low-income
countries have received at least one dose. Therefore, the quest for
effective and economical antiviral drugs to treat COVID-19 has been
a priority since the outbreak of the disease.[3]Several direct-acting small-molecule SARS-CoV-2 antiviral
drugs
have been developed to treat COVID-19. These drugs have received approval
or are under emergency use authorization and can be used after exposure
to SARS-CoV-2 or at the first sign of COVID-19. They can be divided
into two main groups: (1) agents that target proteins or RNA of the
virus (e.g., viral RNA-dependent RNA polymerase (RdRp), viral main
protease (Mpro or 3CLpro), etc.) and (2) drugs
that target host proteins (e.g., angiotensin converting enzyme 2 (ACE2),
transmembrane protease serine 2 (TMPRSS2), etc.).[2] Fluorine-containing drugs constitute an important subgroup
of these antivirals, including Paxlovid—the first oral tablet
for the treatment of COVID-19. As of March 2022, there are already
over 10 different types of fluorinated anti-COVID-19 drugs that have
been reported. An important consideration of the inclusion of fluorine
is to increase the drug’s selectivity, enable it to dissolve
in fats, and decrease the speed at which the drug is metabolized,
thus allowing it more time to work.An increasing number of
studies by our group and other groups have
shown that fluorination has a great potential to advance the performance
of drugs.[4−6] This review will provide a summary o the molecular
design, metabolism and pharmacokinetics, and mechanism of action of
fluorinated anti-COVID-19 oral drugs. An outlook regarding the importance
of fluorination in the design of antiviral SARS-CoV-2 drugs is provided.
Fluorinated Anti-COVID-19 Drugs
Fluorine is absent
in most biological systems; however, it has
been widely used to tailor the biological behavior of drugs for an
enhancement of therapeutic efficacy.[7−9] Fluorine substitution
productively influences the conformation, membrane permeability, metabolic
pathways, and pharmacokinetic properties of certain drugs. It is notable
that a number of blockbuster drugs contain fluorine with single F,
aromatic F, CF3, or aliphatic CF2 substitution.
Fluorine-containing drugs account for over 20% of the total pharmaceuticals
market, as reviewed by our group and others.[7] A wide range of therapeutic areas have been covered by these newly
developed fluorinated pharmaceutical drugs, for example, the treatment
of cancer (e.g., 5-fluorouracil; alpelisib (Piqray); selinexor (Xpovio)),
schizophrenia (e.g., lumateperone (Caplyta)), migraine (e.g., ubrogepant
(Ulbrelvy)), rheumatoid arthritis (e.g., upadacitinib (Rinvoq)), and
tuberculosis (e.g., pretomanid (PA-824)) and more recently for curing
COVID-19. Figure summarizes
the chemical structures of fluorinated anti-COVID-19 oral drugs on
the basis of the mechanism of action. Drugs serving as inhibitors
against Mpro, RdRp, viral entry through TMPRSS2 or ACE2,
and a few other targets, will be discussed in the following sections.
Figure 1
Chemical
structures of fluorinated anti-COVID-19 oral drugs categorized
by the types of inhibition.
Chemical
structures of fluorinated anti-COVID-19 oral drugs categorized
by the types of inhibition.
Inhibitors of Main Viral Targets (Mpro or RdRp)
Paxlovid (Mpro)
On December
22, 2021, the U.S. Food and Drug Administration (FDA) issued an emergency
use authorization for Paxlovid (Pfizer) for treating people with mild
to moderate COVID-19 who have a high risk of progressing to severe
disease, reducing admissions to a hospital or intensive care unit
and potential death. It is the first treatment for COVID-19 that is
in the form of a pill and can be taken orally—a major step
forward in the fight against COVID-19. Paxlovid consists of nirmatrelvir
(PF-07321332), a fluorinated oral drug containing a CF3 group which inhibits the viral Mpro protease of SARS-CoV-2
to stop the virus from replicating, and ritonavir (Figure ), which helps to maintain
the high concentration of nirmatrelvir for a long period. Although
COVID-19 cases are currently treated using a comprehensive approach
of anticoagulants, oxygen, and antibiotics, the novel Paxlovid can
significantly reduce hospitalization time and death rates. Trial results
released by the manufacturer show that Paxlovid reduced the risk of
hospitalization or death for high-risk patients by 89% and 88% in
comparison with a placebo, if given within 3 and 5 days of symptom
onset, respectively.[10] Impressively, the
half-maximum effective concentration (EC50) for PF-07321332
is surprisingly low at 0.077 μM (Table ).[11]
Figure 2
Chemical structures
of Paxlovid containing PF-07321332 and ritonavir.
Table 1
Summary of Fluorinated Oral Drugs
with Activity and Selectivity to SARS-CoV-2
PK exposure
name
mol wt (g/mol)
mechanism
∼Cmax (μM)
∼t1/2 (h)
SARS-CoV-2
EC50 (μM)
ref
Paxlovid
499.54
Mpro inhibitor
1.6 (human oral, 200 mg)
7.7
0.077
(11, 22)
S-217622
531.88
Mpro inhibitor
254 (hamster oral, 100 mg/kg)
10 (monkey) and 30 (dogs)
0.29–0.50
(12)
halofantrine
500.42
Mpro inhibitor
1.0 (human oral)
58
0.33
(23)
favipiravir
157.10
RdRp inhibitor
∼400 (human oral, 200 mg)
2–5.5
61.88
(15)
4′-fluorouridine
246.19
RdRp inhibitor
63.3 (ferret
oral, 50 mg/kg)
9.7
0.61–1.2
(16)
AT-527
581.54
RdRp inhibitor
0.64 (nonhuman primates)
0.7
0.47
(EC90)
(17)
sofosbuvir
529.46
RdRp inhibitor
1.1 (human oral)
>24
6.2–9.5
(24)
mefloquine
378.31
TMPRSS2 inhibitor
4.58 (human oral)
>400
2.31
(20)
proxalutamide
517.50
ACE2 and TMPRSS2 inhibitor
∼27 (human oral, 100 mg)
21.1
(21)
ralimetinib (LY2228820)
420.54
p38 mitogen-activated protein kinase inhibitor
5.0 (human, oral)
190
1.75
(25)
L-796568
697.62
β-3
adrenergic receptor agonist
0.3 (dog, oral)
13
1.15
(26)
dexamethasone
392.46
anti-inflammatory
∼3
(27)
fluvoxamine
318.34
selective serotonin
reuptake inhibitor
0.6 (human oral, 60 mg daily)
∼80
0.69
(28)
Chemical structures
of Paxlovid containing PF-07321332 and ritonavir.
S-217622 (Mpro)
S-217622
is an antiviral drug developed by Shionogi in partnership with Hokkaido
University (Figure ). It is the first nonpeptidic, noncovalent SARS-CoV-2 Mpro inhibitor clinical candidate for treating COVID-19.[12] It was discovered via virtual screening followed by biological
screening of an in-house compound library and optimization of the
hit compound using a structure-based drug-design strategy. S-217622
exhibited antiviral activity against a range of current outbreaks
of SARS-CoV-2 variants and coronavirus families. The drug has favorable
pharmacokinetic profiles in vivo for once-daily oral
dosing for the treatment of COVID-19 infection. To be more specific,
S-217622 shows a biochemical activity of IC50 = 0.013 μM,
an antiviral activity of EC50 = 0.37 μM (serine 2
gene overexpressed VeroE6 cells), and preferable drug metabolism and
pharmacokinetics profiles for oral dosing in rats (e.g., a high metabolic
stability of 96% and 88% in human and rat liver microsomes, respectively,
and high oral absorption at 97%). Furthermore, S-217622 shows a low
clearance rate with long half-lives (t1/2 ≈ 10 and 30 h in monkeys and dogs, respectively), suggesting
its potential use for once-daily treatment of COVID-19 without requiring
a pharmacokinetics booster such as ritonavir. It has been recently
tested to be effective against the recently emerged omicron variant.[13]
Figure 3
(a) Chemical structure of S-217622 and (b) its X-ray crystal
costructure
with Mpro protease. S-217622 is shown in orange, the protein
is shown in gray, water molecules are shown as red spheres, hydrogen
bonds are indicated as yellow dashed lines, and π–π
stacking is indicated as a cyan dashed line. Reproduced with permission
from ref (12). Copyright
2022 American Chemical Society.[12]
(a) Chemical structure of S-217622 and (b) its X-ray crystal
costructure
with Mpro protease. S-217622 is shown in orange, the protein
is shown in gray, water molecules are shown as red spheres, hydrogen
bonds are indicated as yellow dashed lines, and π–π
stacking is indicated as a cyan dashed line. Reproduced with permission
from ref (12). Copyright
2022 American Chemical Society.[12]
Favipiravir (RdRp)
Favipiravir
(T-705, Figure ),
a fluorinated purine nucleic acid analogue, is one of the anti-COVID-19
candidates considered in several clinical trials.[14] It is a synthetic prodrug, first discovered by the Japanese
company Toyoma, as a backup choice for resistant influenza infection.[14,15] It has shown broad-spectrum activity against a variety of RNA viruses
including influenza, arenaviruses, bunyaviruses, and flaviviruses.
In 2020, favipiravir was first used against SARS-CoV-2 in Wuhan at
the very epicenter of the pandemic for the treatment of patients with
mild to moderate COVID-19 disease. Favipiravir is an inhibitor of
RdRp of the SARS-CoV-2 virus. It is metabolized intracellularly into
its active phosphoribosylated metabolite (favipiravir-RTP, Figure ), selectively inhibiting
viral RNA polymerase activity and preventing replication of the viral
genome.[14,15] However, the outcomes of clinical studies
of favipiravir for the treatment of COVID-19 were conflicting. In
July 2020, a clinical study by Fujita Health University showed that
favipiravir had failed to demonstrate a clear efficacy in treating
coronavirus patients at an early stage of the disease. Additional
clinical studies are needed before the effectiveness of using favipiravir
for the treatment of COVID-19 can be confirmed. There are currently
39 studies registered on clinicaltrials.gov to assess the utility of this drug in the management of COVID-19
(19 completed, 10 recruiting).
Figure 4
Chemical structures of favipiravir (T-705)
and its active phosphoribosylated
form.
Chemical structures of favipiravir (T-705)
and its active phosphoribosylated
form.
4′-Fluorouridine
(RdRp)
4′-Fluorouridine (4′-FlU, EIDD-2749, Figure ) was invented by
Plemper et
al. in 2022 by 4′-fluorine substitution of molnupiravir.[16] Molnupiravir (Figure ) has been recently granted emergency use
authorization by the US FDA. The focus on 4′-fluorine ribose
substitutions was motivated by the small atomic radius and strong
stereoelectronic effect of fluorine that can influence the backbone
conformation flexibility, which may lead to improved selectivity indices,
increased lipophilicity, and greater metabolic stability. These properties
obtained using fluorination define 4′-FlU as a broad-spectrum
candidate for the treatment of SARS-CoV-2 and related RNA virus infections.
Unlike Paxlovid, which inhibits the SARS-CoV-2 Mpro, 4′-FlU
targets the RNA-dependent RNA polymerase—the same enzyme targeted
by Merck’s oral antiviral molnupiravir. However, the mechanism
of 4′-FlU is distinct from that of molnupiravir. Molnupiravir
introduces errors in the viral replication process, which produces
mutants of the virus that are not viable, while 4′-FlU causes
the polymerase to stall so the virus’s genome does not get
copied.[16] As shown in Figure , 4′-FlU-TP is the bioactive
5′-triphosphate form of 4′-FlU. The study by Plemper
et al. also shows that 4′-FlU was effective with a single daily
dose, while molnupiravir must be taken twice daily. 4′-FlU
was effective at fighting SARS-CoV-2 12 and 24 h after initial infection
with the virus in tests with ferrets and mice, respectively, corresponding
to several days postinfection in humans.
Figure 5
Chemical structures of
molnupiravir, 4′-FlU, and its bioactive
5′-triphosphate form 4′-FlU-TP.
Chemical structures of
molnupiravir, 4′-FlU, and its bioactive
5′-triphosphate form 4′-FlU-TP.
AT-527 (RdRp)
AT-527 is an orally
administered double prodrug of a guanosine nucleotide analogue and
has previously demonstrated in vitro and in vivo antiviral activity against several enveloped single-stranded
RNA viruses, including human flaviviruses and the coronaviruse SARS-CoV-2.[17] This highly selective purine nucleotide prodrug
was designed to uniquely inhibit RdRp, an enzyme that is essential
for the replication of RNA viruses. The active triphosphate metabolite
of AT-527, AT-9010, cannot penetrate into cell membranes and is formed
only after intracellular delivery of the prodrug (Figure ). In normal human airway epithelial
cells, the concentration of the drug required to inhibit replication
of SARS-CoV-2 by 90% (EC90) is 0.47 μM and the drug
has a maximum concentration of 0.64 μM after oral administration
by nonhuman primates (Table ). AT-527 is not yet licensed or approved for any indication
in the United States or any other country. In October 2021, Atea announced
that AT-527 failed to meet the primary goal of the international Phase
II MOONSONG clinical trial in subjects with mild or moderate COVID-19
in an outpatient setting.
Figure 6
Chemical structures of AT-527 and its active
triphosphate metabolite
AT-9010.
Chemical structures of AT-527 and its active
triphosphate metabolite
AT-9010.
Sofosbuvir
(RdRp)
Sofosbuvir is
a direct-acting antiviral agent and serves as an RdRp inhibitor (Figure ). It was first approved
for the treatment of hepatitis C virus (HCV) infection in 2013. In
2020, Sadeghi et al.[18] reported encouraging
results from a clinical trial using sofosbuvir and daclatasvir as
a potential combination treatment for moderate or severe COVID-19
patients. In this study, 66 patients were recruited and allocated
to either the treatment arm or the control arm (n = 33 each group). These results show that a sofosbuvir
and daclatasvir combination treatment increased 14-day clinical recovery
rates (88% vs 67%) and reduced the length of hospital stays (6 days
vs 8 days). Another report by Ju et al. demonstrated for the first
time that the active triphosphate form (sofosbuvir-TP, Figure ) not only serves as an efficient
terminator of the RdRp but also terminates RNA to confer a substantial
level of resistance to excision by exonuclease. Sofosbuvir is removed
at a lower rate by the SARS-CoV-2 exonuclease complex in comparison
with remdesivir (the first anti-COVID-19 drugs approved by the FDA,
administered via injection into a vein; Figure ) upon incorporation of the triphosphate
form of sofosbuvir into RNA by the SARS-CoV-2 RdRp. Sofosbuvir inhibits
SARS-CoV-2 replication in human hepatoma-derived (Huh-2) and Type
II pneumocyte-derived (Calu-3) cells with EC50 values of
6.2 and 9.5 μM, respectively.
Figure 7
Chemical structures of sofosbuvir and
its active triphosphate form
sofosbuvir-TP. The chemical structure of the related purine nucleotide
remdesivir is also shown.
Chemical structures of sofosbuvir and
its active triphosphate form
sofosbuvir-TP. The chemical structure of the related purine nucleotide
remdesivir is also shown.
Inhibitors of Virus Entry into Cells
SARS-CoV-2 uses the SARS-CoV receptor angiotensin-converting enzyme
2 (ACE2) for cell entry through its receptor-binding domain (RBD)
and the serine protease transmembrane protease serine 2 (TMPRSS2)
for viral spike protein priming.[19] Therefore,
drugs acting as TMPRSS2 inhibitors could potentially block the entry
of the virus and might constitute a treatment option. A number of
drugs have been demonstrated to be effective for SARS-CoV-2 infection,
including mefloquine, proxalutamide, etc.
Mefloquine
HCl
Mefloquine (MFQ)
is a fluorinated derivative of hydroxychloroquine (HCQ) originally
used for antimalarial therapy and prophylaxis (Figure ). It was identified as a potential drug
to effectively treat patients with COVID-19 by Watashi and co-workers
from the Tokyo University of Science and collaborating institutions
in Japan in 2021.[20] After fluorination,
MFQ has a higher anti-SARS-CoV-2 activity in comparison to HCQ in
several SARS-CoV-2 infection models, such as the serine 2 gene overexpressed
VeroE6 cells (EC50 = 1.28 vs 1.94 μM; EC90 = 2.31 vs 7.96 μM) and human-lung-derived Calu-3 cells. MFQ
serves as an anti-SARS-CoV-2 entry inhibitor and can effectively inhibit
the viral entry process.
Figure 8
Chemical structures of mefloquine, hydroxychloroquine
and chloroquine.
Mefloquine is a fluorinated derivative of hydroxychloroquine and chloroquine,
exhibiting enhanced anti-COVID-19 activities.
Chemical structures of mefloquine, hydroxychloroquine
and chloroquine.
Mefloquine is a fluorinated derivative of hydroxychloroquine and chloroquine,
exhibiting enhanced anti-COVID-19 activities.
Proxalutamide
Proxalutamide (GT0918, Figure ) is a second-generation
nonsteroidal androgen receptor (AR) antagonist. It has a dual mechanism
of action in suppressing AR and was primarily developed for treatment
of castration-resistant prostate cancer. In addition to direct AR
antagonism, proxalutamide also acts as a suppressor of AR gene expression
and regulates ACE2, a receptor of the new coronavirus SARS-CoV-2 entering
the host cells, which would be beneficial for preventing the entry
of SARS-CoV-2 into lung cells.[21] Goren,
Zimerman, and co-workers have previously reported their preliminary
analysis of the effects of proxalutamide in COVID-19 patients taking
200 mg per day. The results are encouraging and show an overall 74%
reduction in nasopharyngeal detection of SARS-CoV-2 on day 7 of treatment.[21] In a later study from the same group, a randomized,
double-blind, placebo-controlled clinical trial was conducted at two
outpatient centers at Brasilia in Brazil. It was demonstrated that
proxalutamide can reduce the hospitalization rate in treated men by
91% in comparison to the usual care.
Other
Fluorinated Drugs
Several other
fluorinated drugs having different mechanisms of action in the treatment
of SARS-CoV-2 infection have been invented and studied, including
ralimetinib (LY2228820, p38 mitogen-activated protein kinase inhibitor),
L-796568 (β-3 adrenergic receptor agonist), dexamethasone (antiflammatory),
fluvoxamine (selective serotonin reuptake inhibitor), etc. Figure and Table summarize the chemical structures
and anti-COVID-19 activities of these drugs.
Future Outlook
Fluorinated compounds have been very successful
in the long history
of medicinal chemistry. Fluorine has both hydrophobic and lipophobic
characters, and the judicious introduction of fluorine into a drug
can productively improve its membrane permeability and cellular uptake,
influence its pharmacokinetic properties, and subsequently increase
the therapeutic efficacy of SARS-CoV-2. A key consideration in the
design of future anti-COVID-19 oral drugs is chirality, which has
become a crucial factor in drug discovery. As can be seen in Figure , most of the drugs
discovered are chiral, leading to a three-dimensional chemical structure
space with enhanced affinity and higher levels of specificity when
the drugs interact with their targets and thus are more efficient
and safer.Fluorinated oral drugs appear to be an important
new weapon for
the treatment of COVID-19 due to their superior antiviral performance
in comparison with nonfluorinated analogues. It may be predicted that
the number of anti-COVID-19 fluorinated drugs on the market will continue
to increase. It is exciting to see that a number of countries have
approved the use of anti-COVID-19 oral drugs: for example, Australia
and China have approved the use of Pfizer’s drug Paxlovid on
January 18, 2022, and February 12, 2022, respectively. COVID antivirals
are an important complement to vaccines. The rapid discovery and investigation
of new oral drugs for COVID-19, together with prevention and vaccination,
are believed to be crucial in ending the COVID-19 pandemic.
Authors: Amita Patnaik; Paul Haluska; Anthony W Tolcher; Charles Erlichman; Kyriakos P Papadopoulos; Janet L Lensing; Muralidhar Beeram; Julian R Molina; Drew W Rasco; Rebecca R Arcos; Claudia S Kelly; Sameera R Wijayawardana; Xuekui Zhang; Louis F Stancato; Robert Bell; Peipei Shi; Palaniappan Kulanthaivel; Celine Pitou; Lynette B Mulle; Daphne L Farrington; Edward M Chan; Matthew P Goetz Journal: Clin Cancer Res Date: 2015-11-18 Impact factor: 12.531
Authors: Malina A Bakowski; Nathan Beutler; Karen C Wolff; Melanie G Kirkpatrick; Emily Chen; Tu-Trinh H Nguyen; Laura Riva; Namir Shaabani; Mara Parren; James Ricketts; Anil K Gupta; Kastin Pan; Peiting Kuo; MacKenzie Fuller; Elijah Garcia; John R Teijaro; Linlin Yang; Debashis Sahoo; Victor Chi; Edward Huang; Natalia Vargas; Amanda J Roberts; Soumita Das; Pradipta Ghosh; Ashley K Woods; Sean B Joseph; Mitchell V Hull; Peter G Schultz; Dennis R Burton; Arnab K Chatterjee; Case W McNamara; Thomas F Rogers Journal: Nat Commun Date: 2021-06-03 Impact factor: 14.919
Authors: Flavio A Cadegiani; John McCoy; Carlos Gustavo Wambier; Sergio Vaño-Galván; Jerry Shapiro; Antonella Tosti; Ricardo A Zimerman; Andy Goren Journal: Cureus Date: 2021-02-22
Authors: Wenyue Cao; Chia-Chuan Dean Cho; Zhi Zachary Geng; Namir Shaabani; Xinyu R Ma; Erol C Vatansever; Yugendar R Alugubelli; Yuying Ma; Sankar P Chaki; William H Ellenburg; Kai S Yang; Yuchen Qiao; Robert Allen; Benjamin W Neuman; Henry Ji; Shiqing Xu; Wenshe Ray Liu Journal: ACS Cent Sci Date: 2022-02-02 Impact factor: 14.553