Artificial olfaction, i.e., e‐nose, plays a critical function in robotics by mimicking the human olfactory organ that can recognize different smells that correlate with a range of fields, including environment monitoring, disease diagnosis, public security affairs, agricultural production, food industry, etc. The advances in the artificial olfaction (electronic nose) technology and its applications are concisely reviewed herein. Three main elements are investigated and presented, with an emphasis on the emerging sensors and algorithm of the artificial neural network in the relevant fields. The first element is the diverse applications of e‐nose in medical care, food industry, environment monitoring, public security affairs, and agricultural production. The second element is the investigation of the sensors in e‐nose and representative and promising advances, which is the building block of e‐nose through mimicking the olfactory receptors. The third element is the introduction to the algorithm of the artificial neural network to serve in the recognition of the pattern of odors (i.e., their chemical profiles). Promises and challenges of the separately reviewed parts and the combined parts are presented and discussed. Ideas regarding further orientation and development of the e‐nose system are also considered.

HIGHLIGHTS• This review gives a thinking based on the generic mechanisms rather than simply dividing them as different types of combination of materials, which is unique and valuable for understanding and developing the novel hybrid materials in the future.• The hybrid materials, their sensing mechanism, and their applications are systematically reviewed. Critical thinking and ideas regarding the orientation of the development of hybrid material-based gas sensor in the future are also discussed.ABSTRACT Chemi-resistive sensors based on hybrid functional materials are promising candidates for gas sensing with high responsivity, good selectivity, fast response/recovery, great stability/repeatability, room-working temperature, low cost, and easy-to-fabricate, for versatile applications. This progress report reviews the advantages and advances of these sensing structures compared with the single constituent, according to five main sensing forms: manipulating/constructing heterojunctions, catalytic reaction, charge transfer, charge carrier transport, molecular binding/sieving, and their combinations. Promises and challenges of the advances of each form are presented and discussed.Critical thinking and ideas regarding the orientation of the development of hybrid material-based gas sensor in the future are discussed.

The synergistic treatment through multiple treatment methods can effectively improve the effect of tumor treatment. Phototherapy and immunotherapy are two innovative and promising cancer diagnosis and treatment methods, so they are good candidates for collaborative diagnosis and treatment. Here we report a new inorganic nanosystem, which uses ultrathin black phosphorus (BP) nanosheets (minimum: 13 nm) as carriers and equips with up-conversion luminescence (UCL) nanoparticles as imaging probes, so that the system can generate photothermal and photodynamic effects to treat tumors together with immunotherapy. Especially, the photothermal conversion efficiency can reach 30.84% under the 980 nm laser, which is significantly higher than the conventional Au nanoparticles including nanostars (22.63%) and Au nanorods (23.33%). When the system works in conjunction with immunotherapy, it not only shows a good ability to treat tumors but also can inhibit tumors for a long time and prevent recurrence. Different from the past, in this work, we not only use this strategy to evaluate the performance during the treatment cycle but also observe the mice after the treatment to verify the long-term effect of suppressing tumors. Overall, this study reveals a new inorganic nanosystem and proposes a new strategy for treating tumors in combination with immunotherapy. The present work illustrates the new opportunities for the treatment of primary tumors.

A good method of synthesizing Ti3C2Tx (MXene) is critical for ensuring its success in practical applications, e.g., electromagnetic interference shielding, electrochemical energy storage, catalysis, sensors, and biomedicine. The main concerns focus on the moderation of the approach, yield, and product quality. Herein, a modified approach, organic solvent-assisted intercalation and collection, was developed to prepare Ti3C2Tx flakes. The new approach simultaneously solves all the concerns, featuring a low requirement for facility (centrifugation speed < 4000 rpm in whole process), gram-level preparation with remarkable yield (46.3%), a good electrical conductivity (8672 S cm−1), an outstanding capacitive performance (352 F g−1), and easy control over the dimension of Ti3C2Tx flakes (0.47–4.60 μm2). This approach not only gives a superb example for the synthesis of other MXene materials in laboratory, but sheds new light for the future mass production of Ti3C2Tx MXene.

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Globally, bladder cancer (BLC) is one of the most common cancers and has a high recurrence and mortality rate. Current clinical diagnostic approaches are either invasive or inaccurate. Here, we report on a cost-efficient, artificially intelligent chemiresistive sensor array made of polyaniline (PANI) derivatives that can noninvasively diagnose BLC at an early stage and maintain postoperative surveillance through ″smelling″ clinical urine samples at room temperature. In clinical trials, 18 healthy controls and 76 BLC patients (60 and 16 at early and advanced stages, respectively) are assessed by the artificial olfactory system. With the assistance of a support vector machine (SVM), very high sensitivity and accuracy from healthy controls are achieved, exceeding those obtained by the current techniques in practice. In addition, the recurrences of both early and advanced stages are diagnosed well, with the effect of confounding factors on the performance of the artificial olfactory system found to have a negligible influence on the diagnostic performance. Overall, this study contributes a novel, noninvasive, easy-to-use, inexpensive, real-time, accurate method for urine disease diagnosis, which can be useful for personalized care/diagnosis and postoperative surveillance, resulting in saving more lives.

Various diseases increasingly challenge the health status and life quality of human beings. Volatolome emitted from patients has been considered as a potential family of markers, volatolomics, for diagnosis/screening. There are two fundamental issues of volatolomics in healthcare. On one hand, the solid relationship between the volatolome and specific diseases needs to be clarified and verified. On the other hand, effective methods should be explored for the precise detection of volatolome. Several comprehensive review articles had been published in this field. However, a timely and systematical summary and elaboration is still desired. In this review article, the research methodology of volatolomics in healthcare is critically considered and given out, at first. Then, the sets of volatolome according to specific diseases through different body sources and the analytical instruments for their identifications are systematically summarized. Thirdly, the advanced electronic nose and photonic nose technologies for volatile organic compounds (VOCs) detection are well introduced. The existed obstacles and future perspectives are deeply thought and discussed. This article could give a good guidance to researchers in this interdisciplinary field, not only understanding the cutting-edge detection technologies for doctors (medicinal background), but also making reference to clarify the choice of aimed VOCs during the sensor research for chemists, materials scientists, electronics engineers, etc.

Conductive polymer based sensors are potentially a powerful tool for detecting a variety of analytes in gas phase. However, the accuracy and reliability of such sensors are threatened by humidity interference, which limits their use in demanding applications, e.g., air-quality monitoring and health care. Thus, there is an urgent need to suppress the response of conductive polymers to humidity. In this work, the surface of polyaniline (PANI) was modified by fatty acid to block the proton exchange between water molecules and PANI polymer chains and thus suppress the humidity response toward PANI based gas sensors. The results show that the humidity response suppression effect is depending on the chain length of surface modified alkyl acid. The long chain alkyl acid modified PANI sensors exhibit strong suppression of the humidity sensing response; while the short chain modified PANI sensors have weak suppression of the humidity sensing response. In particular, the Behenic acid modified PANI sensors have a concentration depend water vapor response as low as 0.008 %/ppm, which is only 1/5 of the unmodified PANI sensors. This work might be a valuable example of the humid interferon suppression for other chemical sensors.