ACS Central Science
Research Article
strategies, it has been possible to build foundational results
from which reaction optimization can be examined thereafter
in continuous-flow systems. However, a limitation of existing
optimization platforms is the difficulty in translating HTE
outcomes to continuous-flow platforms, a feature that often
relates to the change in vessel, light intensity, and light path-
length considerations.49,51−55 A complementary approach was
beautifully described by the Stephenson group56 at the outset
of the preparation of this manuscript, demonstrating a flow-
based HTE platform by developing a droplet microfluidic
system for the development of photochemical reactions. This
study is focused on the generation of compound libraries,
ultimately increasing the chemical space with great time and
material efficiency. Notwithstanding, to the best of our
knowledge, a general HTE strategy for the translation of
optimized photoredox reactions seamlessly to similar outcomes
on a flow platform remains undeveloped and would be of a
great interest to both discovery programs and process
chemistry alike.
With this in mind, we sought to design an HTE platform
that mimics the conditions of a flow reactor.48−55 A requisite
goal would be that the optimization data collected via this
HTE platform should be directly transferrable to a flow system,
permitting the rapid translation of small-scale batch-vessel
photoredox reactions to large-scale flow systems. Thus, the
HTE setup should allow us to perform miniaturized reactions
while simulating continuous photonic flow chemistry proto-
cols.
A compelling benefit of such a system is the ability to
simultaneously explore numerous reaction variables, including
the catalyst, photon intensity, base, solvent, and so on, in
parallel while employing short residence times. We describe
herein the development of this HTE platform and its validation
in the context of four representative photoredox trans-
formations.
Figure 1. (a) Photoredox reactions can take place in batch, which
normally requires a small scale, or in flow, for more efficient light
penetration. However, general optimization methods in flow systems
remain elusive. (b) Continuous-flow systems have been used for the
synthesis of many active pharmaceutical ingredients (ref 28). (c) We
disclose a general approach to the optimization of any photoredox
reaction from batch to flow using a microscale parallel experimenta-
tion to simulate the flow conditions.
FLOSIM PLATFORM DESIGN
■
Design Plan of an HTE Platform to Simulate
Continuous-Flow Systems. Successfully modeling photo-
chemical flow reactions in a high-throughput setting requires
designing a system that adequately captures the distribution of
photonic energy present throughout the entire protocol
employed within the flow apparatus.57,58
onerous task for several reasons: (i) it is traditionally not
possible to perform parallel optimization experiments in the
context of a flow system; (ii) the optimal reaction conditions
are highly dependent on the size of the individual reactor; and
(iii) each flow chemistry experiment requires significant
amounts of material compared to the analogous reaction
conducted in batch.30,31 A number of strategies have been
pursued to streamline optimization of flow-based photoredox
methods, including reducing the reaction vessel size,32−37
leveraging mathematical equations38 and algorithms,36,39,40 and
adapting new technologies (segmented41,42 or microflow43−46
and industry 4.047).
Over the past decade, high-throughput experimentation
(HTE) methodologies have been successfully employed in the
optimization of numerous catalytic transformations.48−51 Such
technology has been adopted within both academic and
industrial settings to allow the evaluation of reaction
parameters while minimizing economic and waste constraints.
Recently, the optimization of photoredox protocols has also
been conducted using HTE technology.34,35 Using such
In a photoredox-catalyzed transformation, wherein the
approximations of the Beer−Lambert law operate, the photon
absorption is described as a function of the incident radiation
and the absorption coefficient.59 Given the angular and spatial
dependence of the spectral specific intensity and the complex
geometric considerations required to accurately describe
irradiation in flow, we recognized that determining the specific
spectral intensity to enable design of a corresponding high-
throughput setup would prove to be challenging at best.
Importantly, however, we recognized that the key components
of spectral intensity could be appropriately accounted for by
selection of a light source that results in the same radiant flux
for both systems.60 Furthermore, the incident radiation could
now be approximated by ensuring the same path length of
irradiation under both flow and high-throughput batch
conditions. With this in mid, we sought to accomplish a
path-length matching feature by the operationally simple step
of varying the volume in a standard 96-well plate to generate a
solution height matching the internal diameter (ID) of the
transparent fluorinated ethylene propylene (FEP) tubing
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ACS Cent. Sci. 2021, 7, 1126−1134