Psychophysics may be the game-changer for deep neural networks (DNNs) to imitate the human vision.

Psychologically faithful deep neural networks (DNNs) could be constructed by training with psychophysics data. Moreover, conventional DNNs are mostly monocular vision based, whereas the human brain relies mainly on binocular vision. DNNs developed as smaller vision agent networks associated with fundamental and less intelligent visual activities, can be combined to simulate more intelligent visual activities done by the biological brain.

Single component photoresponsive fluorescent organic nanoparticles: a smart platform for improved biomedical and agrochemical applications.

In the last two decades, light responsive nano drug delivery systems (DDSs) have gained considerable importance, particularly in the area of biology and medicine. In general, light responsive nano DDSs are bicomponent and constructed using two ingredients, namely a nanocarrier and a phototrigger. The synthesis of these bicomponent nano DDSs requires multiple steps, which limits their applications. Hence, we have reported single component light responsive nano DDSs using fluorescent organic nanoparticles (FONPs) which acted both as a nanocarrier and a phototrigger. This feature article provides an overview of recently developed light responsive single component FONPs and their applications in the regulated release of anticancer drugs, gasotransmitters, antibacterial agents, and pesticides, and also as efficient PDT agents. We have summarised the synthesis, characterisation, and photophysical, photochemical, and in vitro behaviours of these light responsive FONPs. In addition, we also discussed the advantages of using FONPs as a nano DDS for cellular studies like: excellent biocompatibility, efficient cellular internalisation, real time monitoring of the drug release ability inside the cells, and enhanced cytotoxicity due to regulated release of bioactive molecules inside the cells.

Mitochondria-localized in situ generation of rhodamine photocage with fluorescence turn-on enabling cancer cell-specific drug delivery triggered by green light.

In this work, we have developed a rhodamine dye based water-soluble, mitochondria-indicating photocage, which gets activated in the mitochondria producing a fluorescent signal and on-demand releases the caged anticancer drug, chlorambucil, in the cancer cells selectively upon irradiation of green light.

Direct Oxygenation of C-H Bonds through Photoredox and Palladium Catalysis.

This report presents the oxygenation of C-H bonds via the merger of photocatalysis and Pd catalysis. Herein, we describe the utilization of a photocatalyst to oxidize an organopalladium(II) intermediate to high-valent PdIII or PdIV intermediates, which promotes the formation of C-O bonds. The demonstrated method works efficiently with various directing groups, such as oxime ether and benzothiazole. The applicability of this direct C-O bond formation method is shown by synthesizing several metal complexes of 2-(benzo[d]thiazol-2-yl)phenol that can be used in organic light-emitting diodes and pharmaceuticals.

Quinoline H2S donor decorated fluorescent carbon dots: visible light responsive H2S nanocarriers.

Recent studies have shown that the utility of nanocarriers for the transportation of gaseous signalling molecules to their target site in a biological environment is an effective approach. In this work, we have developed for the first time visible light responsive nanocarriers for the effective release of H2S. Our newly developed nanocarriers for H2S release are constructed using two main ingredients: fluorescent carbon dots and quinoline as an H2S donor. The developed nanocarriers provided interesting properties like good solubility under physiological conditions, excellent fluorescence properties and efficient release ability of H2S with good quantum yield upon visible light irradiation. In vitro studies revealed that our designed nanocarriers exhibited abilities like efficient cellular internalization and good biocompatibility.

A water soluble light activated hydrogen sulfide donor induced by an excited state meta effect.

We have utilized an m-amino benzyl based photoremovable protecting group (PRPG) to develop a new water soluble H2S donor. It efficiently releases H2S on demand in a spatio-temporally controlled fashion by an excited state "meta effect" with good chemical and photochemical quantum yield in an aqueous environment. The efficient photorelease of H2S under physiological conditions was also demonstrated by in vitro studies.

o-Hydroxycinnamate for sequential photouncaging of two different functional groups and its application in releasing cosmeceuticals.

We demonstrated a new approach for the sequential photouncaging of two different functional groups from o-hydroxycinnamate. The second caged molecule initially remains in the locked state and is released only after attaining its unlocked state upon in situ generation of the second phototrigger, i.e., coumarin, thereby leading to the sequential release of alcohol and carboxylic acid. We have utilised the above strategy for the controlled release of cosmeceutical agents.

Push-Pull Stilbene: Visible Light Activated Photoremovable Protecting Group for Alcohols and Carboxylic Acids with Fluorescence Reporting Employed for Drug Delivery.

For the first time we have utilized push-pull stilbene as a visible light activated photoremovable protecting group (PRPG) for the uncaging of alcohols and carboxylic acids. The PRPG efficiently release caged molecules with good photochemical quantum yield. It is capable of monitoring the release in real time owing to its fluorescence "turn on" phenomenon upon photorelease in polar medium. The efficient photorelease and real time monitoring abilities of push-pull stilbene were employed for in vitro drug delivery.

Metallaphotoredox-Mediated Csp2-H Hydroxylation of Arenes under Aerobic Conditions.

The direct hydroxylation of 2-arylpyridines and 2-arylbenzothiazoles via the merger of organic photoredox and metal catalysis is reported where 4CzIPN is used as the visible-light photocatalyst and Pd(OAc)2 as the metal catalyst. This method has been employed to synthesize organic molecules exhibiting excited-state intramolecular proton transfer properties for generating tunable luminescence responses.

A dual-analyte probe: hypoxia activated nitric oxide detection with phototriggered drug release ability.

A new strategy for the detection of hypoxia and NO succeeded by photocontrolled delivery of an anticancer agent has been demonstrated. The developed system is able to produce distinct responses (dual channel) upon interaction with hypoxia and NO. This probe can also release anticancer drugs upon photoirradiation acting potentially as both a dual-analyte imaging agent and a prodrug.

ESIPT-induced fluorescent o-hydroxycinnamate: a self-monitoring phototrigger for prompt image-guided uncaging of alcohols.

o-Hydroxycinnamate derivatives are well-known phototriggers for fast and direct release of alcohols and amines without proceeding through the cleavage of carbonate or carbamate linkages. Despite these unique features, o-hydroxycinnamates lack extensive applications in biological systems mainly because of their non-fluorescent nature. To overcome this limitation, we have attached a 2-(2'-hydroxyphenyl) benzothiazole (HBT) moiety, capable of rapid excited-state intramolecular proton transfer (ESIPT) to the o-hydroxycinnamate group. The ESIPT effect induced two major advantages to the o-hydroxycinnamate group: (i) large Stokes' shifted fluorescence (orange colour) properties and (ii) distinct fluorescence colour change upon photorelease. In vitro studies exhibited an image guided, photoregulated release of bioactive molecules by the o-hydroxycinnamate-benzothiazole-methyl salicylate conjugate and real-time monitoring of the release action.

Redox-responsive xanthene-coumarin-chlorambucil-based FRET-guided theranostics for "activatable" combination therapy with real-time monitoring.

A FRET donor-acceptor xanthene-coumarin conjugate has been designed for redox-regulated synergic treatment of photodynamic therapy and chemotherapy with real-time monitoring. The "locked" FRET pair was selectively "unlocked" by biological reducing thiols via rupture of a sacrificial disulfide linker. A distinct change in fluorescence color and selective cancer cell toxicity were observed in vitro.

Coumarin polycaprolactone polymeric nanoparticles: light and tumor microenvironment activated cocktail drug delivery.

Highly sensitive hypoxia (H2O2)-activated photoresponsive polymeric nanoparticles for cocktail delivery of anticancer drugs doxorubicin (Dox) and chlorambucil (Cbl) were developed. The photoresponsive polymer conjugate was constructed by ring-opening polymerization (ROP) of caprolactone (as the tail) with 7-hydroxycoumarin chlorambucil (as the head). During nanoprecipitation, the polycaprolactone chain wrapped around the hydrophobic core (coumarin chlorambucil) to form a "shell". Interestingly, the polycaprolactone-tagged coumarin-chlorambucil (PCL-CC) NPs provided sufficient space for co-encapsulation of another hydrophobic anticancer drug Dox with a loading efficiency of 13 wt%. The controlled release of Dox and Cbl from Dox-PCL-CC NPs was investigated under three different conditions: (i) in the presence of H2O2 (tumor microenvironment), (ii) photoirradiation using UV light of ≥365 nm for 60 min, and (iii) photoirradiation using UV light of ≥365 nm for 15 min in the presence of H2O2. Results showed that photoirradiation in the presence of H2O2 results in generation of reactive oxygen species (HOO-, OH-), which assist hydrolysis of the ester group in the polymeric backbone of Dox-PCL-CC NPs and UV irradiation leads to cleavage of the coumarin-chlorambucil ester linkage, leading to burst release of Dox and Cbl. The drug release profile from the NPs under three different conditions was monitored by different instrumental techniques, e.g. emission spectroscopy, MALDI-Tof mass spectrometry, DLS and HPLC analysis. In vitro biological studies revealed that the present system can efficiently deliver the cocktail anticancer drugs with full control over release into the tumor cells by means of H2O2 and light activation.

Photoresponsive real time monitoring silicon quantum dots for regulated delivery of anticancer drugs.

Recently, photoresponsive nanoparticles have been widely used to develop drug delivery systems (DDSs) wherein light is used as an external stimulus to trigger drug release in a spatially and temporally controlled fashion. Real time monitoring DDSs are also gaining much interest due to their capability of monitoring drug release in situ. In this context we designed a new photoresponsive real time monitoring nanoparticle based on photoluminescent silicon quantum dots (SiQDs) using the o-nitrobenzyl (ONB) derivative as a phototrigger for the controlled release of anticancer drug chlorambucil (Cbl). The strong fluorescence of SiQDs was initially quenched by ONB. Upon irradiation ONB triggered the release of the drug switching on the fluorescence of SiQDs to monitor the drug release. We reported a new and simple strategy to synthesise amine functionalised silicon quantum dots and covalently conjugated phototrigger ONB with caged anticancer drug Cbl onto it. Newly designed photoresponsive theranostic ONBCbl-SiQDs performed three important functions: (i) nanocarriers for drug delivery, (ii) controlled drug release under both one photon and two-photon excitation, and (iii) photoswitchable fluorescent nanoparticles for real-time monitoring of drug release based on the photoinduced electron transfer (PET) process. In vitro biological studies revealed the efficient cellular internalisation and cancer cell destruction ability of ONBCbl-SiQDs upon photoirradiation. ONBCbl-SiQDs exhibit a successful example of combining multiple functions into a single system for drug delivery systems.