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signal, Ca2+ influx, and levels of insulin secretion. And this
heterogeneity was seen across the entire islet at different
depths (Figure 8b and Movie 5). Thanks to the minimal
phototoxicity of both PKZnFR-3 and PK Mito Red, the four-
color recording lasted for 300 frames (15 min at 0.33 fps)
without perceptible damage.
signaling network. Reminiscent to the neuroimaging field
where time-lapse video data has been routinely processed
using computer programs to map single neuron activities,[33]
Zn2+ biology in islets is now stepping into such digital era. To
a certain extent, the chemical advances in far-red probes may
leverage the integration of artificial intelligence and bioimag-
ing, in which multiplexed biocompatible probes play an
instrumental role.
The PK Zinc family advances the imaging of b-cell
secretion on the islet level and is tailored to fit both mouse
and human islet samples. These integrative imaging ap-
proaches represent a viable alternative to the traditional
screening platform for active compounds. Moreover, 4D and
multi-color imaging provides a system biology perspective on
the cellular functions and communications in islets.
The data generated in 4D recording prompted us to turn
to computer-aided data analysis (see supporting information)
to characterize the Ca2+ influx, mitochondrial signal, and
fusion events in the whole islet (Figure 8 f) and in each b-cell
(Figure 8c–e). We found that the b-cells with the highest
mitochondrial signal released fewer insulin granules (Fig-
ure 8c), while those with the most fusion events had relatively
low mitochondrial signal (Figure 8g). Unexpectedly, those b-
cells with the maximum Ca2+ influx had little-to-no detectable
fusion events (Figure 8e); meanwhile, the Ca2+ influx signal
of the cells with the most fusion events was not significantly
higher than that of other cells (Figure 8d). These results were
verified by imaging experiments on seven individual islets
(Figure 8g, the complete three views in Figure S21). Of note,
the physiological significance of the heterogeneous mito-
chondrial signal, as well as the interplay between mitochon-
drial signal, Ca2+ influx and insulin secretion in islets,
represent appealing topics that are under investigation in
our labs. The multi-color time-lapse imaging approach, made
possible by orthogonal low-phototoxic probes, highlights the
potential impact of red-shifted Zn2+ probes on the field of
islet biology.
Acknowledgements
This work was supported by Beijing Municipal Science &
Technology Commission (Project: Z201100005320017 to
Z.C.), the National Natural Science Foundation of China
(Project 31971375 to Z. C.; 31821091 to Z.C. and L.C.;
92054301, 81925022 to L.C.; 12090053, 32088101 to C.T.,
82070805 to S.W.), Beijing Youth Top-notch Talent Group
(Project: 7350500012 to Z.C. and L.C.), Peking-Tsinghua
Center for Life Sciences (to Z.C. and C.T.), start-up fund from
Peking University (to Z.C.), the National Science and
Technology
Major
Project
Program
Project
(2016YFA0500400 to L.C.), the Beijing Natural Science
Foundation (Z20J00059 to L.C.), National Key Research
and Development Program (2020YFA0803704 to S.W.),
Postdoc fellowship of Peking-Tsinghua Center for Life
Sciences to X.P. and Boya postdoctoral fellowship of Peking
University to H.R. We thank Profs. Chu Wang, Zhen Yang
and Jia-Hua Chen for sharing their chemistry labs, Profs.
Heping Cheng and Xianhua Wang for sharing their spec-
trometers, Prof. Iain Bruce, Dr. Qinsi Zheng and Qi Tang for
helpful discussions. We thank the High-Performance Com-
puting Platform, the Metabolic Mass Spectrometry Platform
of IMM, and the NMR facility of National Center for Protein
Sciences at Peking University for assistance with data
acquisition.
Conclusion
The phototoxicity of fluorescent probes, traditionally
overshadowed by the photobleaching process, has been
increasingly recognized as an independent bottleneck in 4D
and super-resolution imaging.[31] A strategy for alleviating
photodynamic damage to cells was recently developed using
the conjugation of triplet-state quenchers.[30] This work
showcased another parallel strategy for eliminating photo-
toxicity, which focused on improving the specificity of probes
by tuning their polarity. Such morpholino modifications, while
routine in medicinal chemistry, represent an original advance
in the photo-chemical biology of rhodamine. They also
resonate with the development of modern auxochromes for
superior optical properties. We speculate that the next
generation of probes will combine the features of twisted
intramolecular charge transfer (TICT) dyes to compensate
the compromised quantum yield of morpholino rhoda-
mines.[32] This technological trend, in our opinion, exemplifies
the integration of photochemistry with medicinal chemistry to
enable cutting-edge bioimaging applications.
Conflict of Interest
Z.C., J.Z., X.P., and Y.W. have submitted a patent application
based on PK Zinc dyes described in this work.
Keywords: 4D islet physiology · biocompatibility ·
From a chemistry perspective, this work provides a new,
practical synthetic route of far-red Zn2+ probes, the favorite
window to complement genetically-encodable indicators. We
plan to elaborate the transient protection/late-stage alkyla-
tion tactic to generate various probes in the far-red or even
NIR window. It is noteworthy that, adding an orthogonal
channel offers exponentially-expanded information in space
and time, drastically enriching the analysis of an intertwining
fluorescent probe · insulin secretion · zinc
[2] A. Q. Truong-Tran, J. Carter, R. E. Ruffin, P. D. Zalewski,
&&&&
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Angew. Chem. Int. Ed. 2021, 60, 2 – 12
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