Zhuoqi
Yao
a,
Philip
Coatsworth
b,
Xuewen
Shi
a,
Jiacai
Zhi
a,
Lixuan
Hu
a,
Ren
Yan
a,
Firat
Güder
b and
Hai-Dong
Yu
*a
aFrontiers Science Center for Flexible Electronics, Xi'an Institute of Flexible Electronics (IFE) and Xi'an Institute of Biomedical Materials & Engineering, Northwestern Polytechnical University, 127 West Youyi Road, Xi'an 710072, PR China. E-mail: iamhdyu@nwpu.edu.cn
bDepartment of Bioengineering, Imperial College London, SW7 2AZ, UK
First published on 14th March 2022
Paper-based sensors exploiting the advantages of paper can replace traditional substrate materials for building sensors which are simple to manufacture, inexpensive, easy-to-operate, portable and disposable. From clinical diagnostics and agriculture to wearable devices and environmental and food science, paper-based sensors have enormous potential for applications, especially in resource-constrained settings. In this review, we summarize and discuss the latest research concerning paper-based sensors for applications in diagnostics, food, environment, agriculture and wearable sensing. We analyze the current challenges, offer potential solutions and highlight the opportunities.
Recently, research has focused on developing new classes of paper-based sensors with improved performance. Some of these recent sensors include all-paper piezoresistive sensors for human movement detection,11 hydrophobic paper sensors with gas permeability for gas detection,12 nano-cellulose paper sensors for multi-channel biological detection,13 temperature sensors14 and humidity sensors.15,16 In addition to sensors, paper has also been used for creating microfluidic batteries,17,18 self-powered devices,19–22 supercapacitors,23–25 wet generators26 and other types of paper-based devices.
In this review, we will walk you through a journey of how paper-based sensors are made and applied to solve challenging analytical problems. We will discuss recent research on paper-based sensors for medical diagnosis, food/environmental analysis, human behavior and physiological monitoring, and offer solutions to address the unmet needs and challenges involving paper-based sensors. Finally, we will share our outlook and forecast on future trends and insights into paper-based sensors, such as telemedicine and big data.
Paper is a three-dimensional sheet formed by combining cellulose fibers of different lengths through hydrogen bonds between hydroxyl groups. The longer fibers give the paper good strength, while the shorter fibers fill the spaces between the longer fibers to reduce the pore size and make the paper opaque. In addition, the cellulose fibers have a high aspect ratio, which leads to anisotropic properties.29 Cellulose fibers somewhat determine the properties of paper, and so these properties can be adjusted by changing the length, diameter, and physical and chemical properties of the cellulose fibers used in production. For example, paper made from pulp obtained by mechanical treatment, known as wood-containing paper, becomes brittle and turns yellow gradually with the passage of time due to lignin.29 In wood-free paper, paper produced by chemically treating pulp, the lignin is removed and more long cellulose fibers are produced to make the paper more porous.33 With the continuous enrichment of paper types, the many uses of paper only increase, and common everyday uses include writing, painting, printing, packaging and wiping. The appearance of paper has made an indelible contribution to the development of history and the spread of culture.
Nature | Result |
---|---|
Flexibility | The three-dimensional structures can be formed by folding |
Thickness | The small thickness allows relatively few reagents to be used in device fabrication |
Adsorption | A volume of reagent can be stored and transported in the paper matrix |
Large specific surface area | The number of immobilized enzyme molecules and colorimetric probes increased |
Capillary action | Capillary forces can be used to transport liquids in all directions without the need for a pump |
Biodegradability | It can be biodegraded by microorganisms or incineration to prevent biological hazards |
Paper-based detection platforms are not only widely used in the scientific community, but also have great development potential in everyday life, even in places with limited resources, such as remote areas and during emergency situations.37,38 Paper-based flexible electronics have made rapid development due not only to paper-based microfluidics, but also due to progress in paper-based mechanical sensing, humidity sensing and self-energy supply.
Paper type | SEM images or photograph | Remarks | Typical paper devices |
---|---|---|---|
Whatman #1 filter paper | Almost consists of pure cellulose; no other impurities; superior aperture; the thickness is relatively uniform39,54 | 3D vertical flow paper-based device55 | |
Nanocellulose paper. Adapted with permission from ref. 56. Copyright © 2016 American Chemical Society | Dense structure; glaze surface; high grade of transparency; good hydrophobicity11,56,57 | All paper-based flexible and wearable piezoresistive pressure sensor.11 Transparent paper-based device for multi-channel bioassay13 | |
Inside the anisotropic transparent film showing aligned microfibers. Adapted with permission from ref. 58. Copyright 2021, Wiley-VCH | Anisotropy; high transparency; high mechanical tensile strength58 | Electronic and fluid devices such as anisotropic mass transfer trigger circuit based on MoS2 (ref. 58) | |
Nitrocellulose film. Adapted with permission from ref. 59. Copyright 2019 Elsevier B.V. | Excellent biocompatibility; unique physical and chemical properties; the ability to immobilize various biomolecules44,59 | Paper-based microfluidic analytical device for bladder cancer diagnosis44 | |
Transparent microcrystalline cellulose/polyvinyl alcohol paper. Adapted with permission from ref. 60. Copyright © 2020 American Chemical Society | Adjustable aperture; high light transmittance (>95%); good mechanical properties; excellent biocompatibility60 | 2D and 3D cell culture platforms60 |
Nitrocellulose paper has been widely utilized in the paper-based sensor field due to its advantages of easy binding of proteins with high efficiency.42 Lu et al.43 studied the preparation of paper-based sensors using nitrocellulose films as substrates. A wax barrier was first formed on the film by printing and heating, and the enzyme was then deposited for colorimetric determination. Although the nitrocellulose membrane was smooth and uniform in pore size, making the flow of the liquid in the paper more stable and repeatable, the seepage velocity of wax on the nitrocellulose membrane was slower than that on filter paper. Jiang et al.44 studied the preparation of paper-based microfluidic detection devices in combination with nitrocellulose film, glass-cellulose film and filter paper for the detection of bladder cancer. This device combined the protein immobilized by nitrocellulose film and the excellent water absorption property of filter paper to ensure the dynamic flow of samples.
As a new form of paper, transparent paper has been widely studied in recent years. Different from traditional paper, transparent paper has high optical transparency and superior mechanical properties, and is an ideal substrate for new paper-based devices.45–48 Zhong et al.49 demonstrated a transparent paper-based self-supplying intelligent interactive system based on the electrostatic induction mechanism. The self-powered system can be used as an art anti-theft system due to the high transparency, so as to protect artistic works without affecting the appreciation. Zong et al.27 designed a transparent paper-based chemical sensing platform for low-cost and highly sensitive detection of multi-target analytes by wavelength-dependent absorbance/transmittance. This chemical sensor based on transparent paper has been successfully applied to the detection of bovine serum albumin and serum cholesterol with detection limits of 0.1 μM and 0.1 mM, respectively. Ying et al.50 used nanofibrillated cellulose (NFC) paper as the base material to prepare transparent, pump-free and hollow channel paper-based microfluidic analytical devices. This device was used to detect glucose by colorimetry with a detection limit of 1.4 mM. In addition, due to the high transparency of NFC paper-based devices, the authors also demonstrated SERS-based photochemical detection. Optical detection of rhodamine-B was demonstrated with a detection limit of 0.8 μM. Transparent paper has been extensively studied due to its non-toxicity and biodegradability and can replace traditional paper or even plastic substrates in green sensor devices.51
At present, the modification of paper or other materials is another direction to which paper-based materials are heading. For example, hydrophobic paper has been applied to the substrate of an electrochemical detection device,52 and paper has been combined with nanomaterials to improve the detection sensitivity of microfluidic devices.53
Fig. 1 Techniques for processing the shape and structure of paper-based sensors. (A) Schematic diagram of the construction of paper-based microfluidic channels. Reproduced with permission from ref. 2. Copyright 2009, American Chemical Society. (B) Constructing a microfluidic channel using photolithography on a paper substrate. Reproduced with permission from ref. 6. Copyright 2007, Wiley-VCH. (C) Wax printing is used to construct microfluidic channels on paper. Reproduced with permission from ref. 2. Copyright 2009, American Chemical Society. (D) A paper-based microfluidic device was prepared by photolithography. The device delivered liquid to three partitions through the main channel. Reproduced with permission from ref. 2. Copyright 2009, American Chemical Society. (E) Laser scanning is used to produce paper-based microfluidics: (a) blank filter paper; (b) coated with an evenly distributed layer of wax; (c) laser scanning on the back of the paper; (d) the wax penetrates the entire thickness of the filter paper. Reproduced with permission from ref. 77. Copyright 2019, Royal Society of Chemistry. (F) Computer controlled X–Y knife plotter to construct patterns on the paper base. Reproduced with permission from ref. 76. Copyright © 2008 American Chemical Society. (G) Laminar flow in the open channel microfluidic device constructed by embossing the channel on Whatman#1 filter paper. Reproduced with permission from ref. 78. Copyright 2014, American Chemical Society. (H) Using wax as a hydrophobic material and screen printing technology to prepare paper-based microfluidic devices (schematic diagram). Reproduced with permission from ref. 70. Copyright 2011, Royal Society of Chemistry. |
Fabrication methods | Equipment | Principle | Advantages | Limitations |
---|---|---|---|---|
Wax printing66,67 | Wax printer, hot plate | Hydrophobic compounds are physically deposited on the fiber surface | Simple, fast, and conducive to large-scale manufacturing | Low resolution and heating required |
Photolithography2,6,68 | Lithography machine, ultraviolet lamp, hot plate | Form a physical partition gap | High resolution and sharp microfluidic channels | Expensive equipment, complicated steps, expensive reagents |
Screen printing69–71 | Screen printing machine, customized mold | Hydrophobic compounds are physically deposited on the fiber surface | Low cost and simple operation | Low resolution, rough microfluidic channel walls, different molds need to be customized according to needs, not conducive to mass production |
Inkjet printing72 | Inkjet printers | Fiber surface chemical modification | High resolution, one device can meet the requirements | Depending on the equipment prepared, different inks are needed, the printer needs to be improved, and heating is required |
Plasma treatment73–75 | Plasma reactor, hot plate, custom mold | Fiber surface chemical modification | Use of cheap plate-making agent, low material cost | Need to customize the mold according to needs |
Knife plotting76 | X–Y knife plotter | Physical hydrophobic barriers are constructed by cutting | No hydrophobic modification materials are required | Possibility of tearing paper during cutting |
However, one problem that must be faced is that wax printers have been discontinued by manufacturers.82 In addition to the preparation of paper-based microfluidic devices using wax printers retained in the laboratory, researchers are constantly exploring alternative ways to prepare paper-based microfluidic devices using wax as a hydrophobic material. Chiang et al.83 demonstrated an alternative manufacturing method for single-step fabrication of paper-based microfluidic devices using wax based on a 3D printing process. 3D printers have heating elements that allow wax to be distributed in liquid form, thus wax patterns can be printed on paper and solidified to form a hydrophobic barrier without the need for additional heating processes. As wax printing is a promising method for preparing paper-based microfluidic devices, we believe that the popularity of paper-based microfluidic devices and their commercial value will encourage more manufacturers to re-manufacture wax printers.84
Besides the screen printing and pyrolysis mentioned above, researchers have also tried other ways to prepare electrodes from conductive inks. Gaspar et al.100 prepared a silver staggered electrode structure on a paper substrate by ink-jet printing and used paper itself as a sensing material to form a humidity sensor. Sundriyal et al.101 prepared electrodes on an A4 paper substrate by inkjet printing to form a solid asymmetric supercapacitor. Hand painting is also a frequently used electrode preparation method. Liu et al.102 drew conductive traces with high conductivity, remarkable foldability and stability on paper by using prepared ink and a ballpoint pen, and verified the performance of the electrode. This method can be used to quickly prepare electrodes without large-scale equipment, but major disadvantages include the influence of the painter, low repeatability and the inability to draw on a large scale. A mechanical plotter may help solve these issues; traces are drawn by computer design and a mechanical arm is used to control a pen containing ink, ensuring the consistency of electrode patterns and making batch preparation possible.
Fig. 2 Preparation methods of 3D paper-based sensors. (A) Schematic diagram of microfluidic channels inside paper-based 3D devices. (B) Three-dimensional paper-based analytical devices with complex microchannels were prepared by adhesive tape bonding, which made them have stronger analytical ability. Reproduced with permission from ref. 104. Copyright 2008, National Academy of Sciences. (C) Two-dimensional paper layers with microfluidic channels prepared by wax printing are bonded by glue, forming devices with three-dimensional structures. Reproduced with permission from ref. 79. Copyright 2020, Royal Society of Chemistry. (D) Multi-channel paper-based electrochemical analysis devices were fabricated by folding. Reproduced with permission from ref. 106. Copyright 2016 Wiley-VCH Verlag GmbH & Co. KGaA, Weinheim. (E) Schematic diagram of the 3D microfluidic design and printing strategy based on single-layer paper. Reproduced with permission from ref. 110. 2021 Elsevier B.V. all rights reserved. |
Colorimetric methods are commonly used to diagnose diseases in resource-limited environments because of their speed, ease of execution, and the absence of laboratory equipment.123 Although they only depend on the human eye for visual observation, colorimetric methods are susceptible to individual perception and environmental influences,124,125 leading to deviations in the reading of the results,7 and so colorimetric methods are usually used as semi-quantitative measurement. The earliest paper-based microfluidic devices used colorimetry to read results. Whitesides et al.6 used photolithography to construct areas and microfluidic channels on the paper substrate, and added appropriate reagents to the test areas for biological testing (Fig. 1D). The authors tested glucose and protein to prove the biological testing function of the device. Glucose determination is based on the process where iodide is oxidized to iodine by an enzyme, and the color change from transparent to brown is related to the existence of glucose. Protein determination is based on the color change of tetra bromophenol blue when it is ionized and combined with protein. When protein is present, the color of the test area changes from yellow to blue. Since this research by Whitesides et al., many researchers have researched paper-based devices based on colorimetry. Tsai et al.126 developed a paper-based tuberculosis diagnostic analysis device by means of colorimetric detection. By using the surface plasmon resonance effect and the hybridization of the single stranded DNA probe molecule with targeted double stranded tuberculosis DNA, the color changes of gold nanoparticles can be monitored (Fig. 3A). Chen et al.127 designed a rapid colorimetric sensing system to detect ketamine, a common drug of abuse, on a microfluidic paper analysis device using competitive ELISA tests (Fig. 3B). Li et al.128 proposed a two-layer microfluidic paper-based device with multiple colorimetric indexes for the simultaneous detection of four small biomolecules (glucose, uric acid, lactic acid and choline) within the same mixture (Fig. 3D). Wang et al.129 developed a wax-printed multilayer paper-based microfluidic detection sensor for colorimetric detection of carcinoembryonic antigen. The device consists of a movable and rotatable detection layer to allow the microfluidic device to switch the state of the sample solution, for example, to allow the solution to flow or to be stored in the sensing area (Fig. 3C). The carcinoembryonic antigen detection limit of this device was 0.015 ng mL−1, and 50 positive and 40 negative human serum samples were used to successfully verify the clinical performance of this method. Nguyen et al.130 designed a mask sensor comprising a hydration reservoir, a large surface area acquisition sample pad, a paper-based microfluidic device and a lateral flow analysis module. The sensor integrated on the mask can be used for detecting SARS-CoV-2 in human exhaled aerosol. The four modules may be located anywhere on the mask, with the requirements that the collection pad must be placed on the patient's mouth and nose inside the mask. The use of paper-based microfluidic devices enables the authors to rapidly prototype and optimize the multi-step reaction process of passive regulation. An integrated LFA strip is used to detect the probe cleavage in the paper-based microfluidic device assembly to realize a simple colorimetric visual readout. This SARS-CoV-2 mask sensor does not require power and operates autonomously. The sensor requires no liquid handling during the detection process and can provide visual output within 2 hours at near ambient temperature.
Fig. 3 Paper-based colorimetric sensors for disease detection. (A) Schematic diagram of colorimetric diagnosis of tuberculosis and detection limit of diagnostic devices was 1.95 × 10−2 ng mL−1, and the linear dynamic range was 1.95 × 10−2 to 1.95 × 101 ng mL−1 (n = 5). Reproduced with permission from ref. 126. Copyright 2017, American Chemical Society. (B) The schematic diagram of colorimetric detection of ketamine in paper-based analytical devices which improves the speed of ketamine analysis and reduces the cost of analysis. Reproduced with permission from ref. 127. Copyright 2019, Elsevier. (C) A multilayer diagram of a paper-based detection device for colorimetric analysis of carcinoembryonic antigens. Reproduced with permission from ref. 129. Copyright 2020, Springer Nature. (D) Schematic diagram illustrating the manufacture of two-layer paper-based devices and the simultaneous detection of four analytes and detection layers with multiple indexes. Reproduced with permission from ref. 128. Copyright 2019, Elsevier. |
Paper-based devices based on fluorescence detection have also become a research hotspot in recent years. Fluorescence detection refers to qualitative or quantitative analysis of fluorescence, which can reflect the characteristics of some substances in the excited state after they are irradiated with ultraviolet light and the molecules in the excited state undergo a process of collision and emission. When some substances themselves do not emit fluorescence, or the fluorescence is very weak, it is necessary to convert non-fluorescent substances into fluorescence-emitting substances. Some reagents, such as fluorescent dyes, are used to form complexes with non-fluorescent substances.131 Various complexes can emit fluorescence and therefore be measured. Fluorescence detection is highly selective, reproducible and can be qualitatively or quantitatively analyzed according to fluorescence intensity,118 and so research on paper-based sensors for disease diagnosis based on fluorescence has been well explored. Liang et al.132 developed a paper-based microfluidic device combined with a quantum dot fluorescent probe to simultaneously detect a variety of tumor cells (Fig. 4A). This method can visually observe the color change during the detection process and quantitatively analyze the number of cells. The minimum number of McF-7, HL-60 and K562 cells was 62, 70 and 65, respectively. Liang's design provides a new sensing platform for cancer cell detection that is low-cost and efficient in the real-time monitoring of multiple cancer cells. Jiao et al.55 developed a 3D vertical flow paper-based device that uses a fluorescence immunoassay to simultaneously detect multiple cancer biomarkers (Fig. 4B). The authors introduced a vertical flow immunoassay into the device, in which the antibody labeled with fluorescein isothiocyanate was coated on the split layer and the mouse monoclonal capture antibody was functionalized on the test layer. The authors obtained good results in the detection of the three markers, where the sensitivity and accuracy met the requirements. Cai et al.133 developed a paper-based microfluidic laser-induced fluorescence sensor based on duplex-specific nuclease amplification for the detection of MicroRNAs in cancer cells (Fig. 4C). The laser induced fluorescence detection interface was used for the first time to detect samples on paper-based chips. Under optimal conditions, the duplex-specific nuclease and TaqMan probe were retained on the circle of the folded paper. When added to the MicroRNA solution, the mixture can be cyclically digested by duplex-specific nuclease with the hybrid of the TaqMan probe to trigger fluorescence signal amplification (Fig. 4D). Tests for mismatched miRNAs indicate that the method has good specificity. When miRNA-21 and miRNA-31 in A549 and HeLa cancer cells and LO2 lysates of liver cells were measured, miRNA-21 and miRNA-31 could be successfully found from the two cancer cells and a good recovery rate was obtained, demonstrating that this device is effective, selective and sensitive for the determination of miRNAs in cancer cells and showing the feasibility of rapid and inexpensive detection of death-causing diseases such as acute myocardial infarction134 and cancer,135 and other diseases. So far, despite the rapid development of paper-based detection devices, there are still problems of insufficient sensitivity and accuracy.35 Based on these problems, Guo et al.53 developed a paper-based microfluidic fluorescence immunoassay device that can be used to simultaneously detect three cardiac biomarkers for acute myocardial infarction (Fig. 4E). The use of zinc oxide nanowires improved the fluorescence detection sensitivity of the final device due to the large surface area of zinc oxide nanowires, providing more binding sites, leading to an increase in the number of adsorbed fluorescent labels and a decrease in the detection limit of bio-molecules.136
Fig. 4 Applications of paper-based sensors for disease diagnosis based on fluorescence. (A) Schematic diagram of the whole assembly process of the paper-based cyto-sensor and probe. Reproduced with permission from ref. 132. Copyright 2016, Elsevier. (B) Simultaneous detection of three cancer biomarkers (CEA, AFP, and CA199) using a paper-based fluorogenic immunodevice. Reproduced with permission from ref. 55. Copyright 2020, Elsevier. (C) Preparation technology of a paper-based microfluidic detection device for micro-ribonucleic acid. Reproduced with permission from ref. 133. Copyright 2020, Elsevier. (D) Fluorescence amplification of MicroRNAs on paper-based microfluidic detection devices. Reproduced with permission from ref. 133. Copyright 2020, Elsevier. (E) FABP, cTnI and myoglobin were detected by a sandwich immunoassay in a portable paper-based device, and detected by an ultraviolet lamp in a homemade black box. Fluorescence image captured by a smartphone. Reproduced with permission from ref. 53. Copyright 2019, American Chemical Society. |
In addition to colorimetric and fluorescence methods, there are also researchers who have used chemiluminescence on paper-based sensors for medical detection. For example, Wang et al.137 developed a paper-based device for ELISA by combining a microfluidic paper-based analysis device with chemiluminescence (Fig. 5A). The paper device was fabricated by wax printing and modified with chitosan so that the antibodies could be covalently fixed. The paper-based chemiluminescence-ELISA test was successfully carried out using tumor markers, and the linear ranges of detection of α-fetoprotein, cancer antigen 125 and carcinoembryonic antigen were 0.1–35.0 ng ml−1, 0.5–80.0 U ml−1 and 0.1–70.0 ng ml−1, respectively. Zhao et al.73 introduced a paper-based immune device based on a novel protein immobilization method for oxygen plasma treatment. The paper-based immune detection of human serum carcinoembryonic antigen was successfully performed using the clamping chemiluminescence immunoassay in the linear range of 0.1–80.0 ng ml−1 and the detection limit was 0.03 ng ml−1, 30 times lower than the clinical carcinoembryonic antigen level. Zhang et al.138 synthesized copper(II)-containing metal–organic xerogels (Cu-MOXs) with excellent catalytic performance in a luminol–H2O2 chemiluminescence system, although they found that dopamine can inhibit this catalytic performance and so, based on this phenomenon (Fig. 5B), the authors established a paper-based sensitive chemiluminescence device to detect dopamine. They obtained a linear range of 40–200 nM and a detection limit of 10 nM for dopamine, and confirmed that this method can be used to determine dopamine in urine samples.
Fig. 5 Applications of paper-based sensors for disease detection based on chemiluminescence and electrochemical methods. (A) Schematic representation of the fabrication and assay procedure for this paper-based sandwich CL-ELISA on paper immunoplate. (1) Wax-screen-printed paper zone; (2) chitosan modified paper zone; (3) capture antibodies immobilized on the paper zone through glutaraldehyde cross-linking; (4) BSA blocked paper zone; (5) paper zone after incubation with antigen solution; (6) paper zone after incubation with HRP-labeled signal antibodies and triggering CL reaction. Reproduced with permission from ref. 137. Copyright 2012, Elsevier. (B) Schematic diagram of paper-based chemiluminescence detection of DA with the luminol–H2O2–Cu-MOXs system. Reproduced with permission from ref. 138. Copyright 2020, Royal Society of Chemistry. (C) Schematic representation of the paper-based electrochemical PNA platform for the detection of miRNA-492. Reproduced with permission from ref. 143. Copyright 2020, Elsevier. (D) Schematic diagram of the microwave electrochemical immunoassay method for hydrophobic paper. Reproduced with permission from ref. 52. Copyright 2014, American Chemical Society. (E) Schematic diagram of the universal mobile electrochemical detector and the connection from the electrode to the network. Reproduced with permission from ref. 148. Copyright 2014, National Academy of Sciences. |
Electrochemical detection has become a commonly used detection method in paper-based disease detection due to its low cost, high sensitivity and high selectivity, especially for the detection of various blood analytes.139 Paper-based devices based on electrochemical analysis were first proposed by Dungchai et al.140 in 2009. With the continuous development and improvement of paper electrochemical detection equipment, applications in medical diagnosis have been under development. Glavan et al.52 described a device for electrochemical enzyme-linked immunosorbent assay (Fig. 5D) that was completely made of hydrophobic paper, made by silanization of paper with decyl trichlorosilane, and included two areas separated by a central crease. The surface of the paper was fixed and recognized by antigens or antibodies. The device was folded along the central crease to bring the two areas into contact and the analytical signal from the folded configuration was recorded. The authors used electrochemical direct ELISA for detecting rabbit antigen IgG in the buffer and electrochemical sandwich ELISA for detecting malaria histidine-rich protein in Plasmodium falciparum in spiked human serum, demonstrating the versatility of this device. Cinti et al.141 developed a paper-based biosensor containing Prussian blue nanoparticles and glucose oxidase for electrochemical detection of glucose in the blood. The biosensor had a wide range of dynamic responses up to 25 mM (450 mg dL−1) and a correlation coefficient with commercial glucose test paper of 0.987, indicating that the device is capable of effectively detecting blood glucose. This device provides a new and convenient method for self-monitoring of diabetes patients. Boonkaew et al.142 have created a label-free electrochemical immune sensor for the detection of ferritin using a paper-based analysis device. In the presence of ferritin, the sensor showed a considerable decrease in electrochemical response in a concentration-dependent manner. Satisfactory results have been obtained in the detection of ferritin in human serum, indicating that this paper-based immune sensor may be a substitute device for the diagnosis of iron deficiency anemia. Moccia et al.143 reported a cost-effective paper-based electrochemical peptide nucleic acid biosensor for the detection of miRNA-492, a biomarker for pancreatic duct adenocarcinoma (Fig. 5C). Using a novel highly specific peptide nucleic acid as the recognition element, the authors evaluated the formation of the PNA/miRNA-492 admixture by monitoring the interaction between positively charged ruthenium(III) hexamine and uncharged and/or negatively charged PNA/miRNA-492 duplex. Excellent selectivity to single and double base mismatch (1MM, 2MM) or scrambled sequences was highlighted, and miRNA-492 was measured in undiluted serum, demonstrating its applicability in biomedical analysis. e Silva et al.144 developed an electrochemical paper-based analytical device for the simple, inexpensive and sensitive detection of Pseudomonas aeruginosa for early infection. Maier et al.145 prepared a disposable paper-based electrochemical wearable sensor that can be integrated into a commercial respiratory mask to detect hydrogen peroxide in human expired air. The accuracy of hydrogen peroxide detection was improved by differential electrochemical measurement using screen-printed Prussian blue-mediated and non-mediated carbon electrodes. Different from previous work, this detection form combined with the mask realizes wearable detection, which is beneficial for real-time and continuous detection of human exhaled air.
Although many researchers continue to study paper-based sensors with wider detection ranges and higher sensitivity, there is also a trend of developing paper-based sensors that can interface with portable devices to remove the need for large medical devices and professional medical personnel.146 Nie et al.147 combined a simple electrochemical micro-paper analysis device with a commercial blood glucose meter to conduct a rapid and quantitative electrochemical analysis of many compounds related to human health, such as glucose, cholesterol, lactic acid and alcohol, in blood or urine. Nemiroski et al.148 designed a universal mobile electrochemical detector based on paper, which can be used for medical testing in resource-constrained areas (Fig. 5E). The device is compatible with a variety of electrode formats, the mixing of samples in a vibrating manner and the detection of data via voice transmission. This method ensures connection with any mobile phone, from low-end phones to smart-phones, or cellular networks. This method can be used to carry out rapid medical tests in remote and underdeveloped areas, and the test results can be sent to doctors in real time through a mobile phone network, which is expected to help the establishment of rapid medical test points in remote areas. These technological advances offer great promise for the transformation of paper-based electrochemical analysis devices from laboratory proof-of-concept equipment to saleable and commercially manufactured equipment.149
Recently, human behavior and physiological paper-based sensing has been thoroughly researched. Gao et al.11 prepared an all paper-based piezoresistive pressure sensor, using paper coated with silver nanowires as the sensing layer and nanocellulose paper as both the bottom substrate and top packaging layer of the printed electrode (Fig. 6A). The sensor provided good signal feedback in both bending and pressing scenarios, and was installed on human skin to monitor physiological signals, such as arterial heart pulses and throat sounds, (Fig. 6B and C) and can act as a flexible electronic skin in response to external pressure. Tao et al.151 prepared a paper-based, high-performance pressure sensor by converting a multilayer mixed graphene solution and paper material into multilayer graphene paper by means of thermal reduction (Fig. 6D). The sensor made use of the air passage between graphene paper layers and the unique microporous structure of the paper material, as the resistance of graphene paper significantly changed under the action of pressure, thus greatly improving the pressure sensitivity by selecting the appropriate type of graphene paper and the number of layers of the paper, and the sensitivity could be further improved and accurate detection of pulse, respiration and various motion states could be achieved (Fig. 6E and F). Zhang et al.152 used facial tissues to create a new wearable sensor that can detect pulse, blinking and other types of human movement. The sensors were lightweight, flexible and cheap, and could be used in areas such as healthcare, entertainment and robotics. Based on the porous microstructure of the paper, the conductive current of the device was regulated by the change of the contact area between layers under pressure, enabling the capture of and feedback from the external stress stimulus. Yang et al.153 simply achieved the preparation of new mechanical sensors with excellent stability by impregnating paper with poly (3,4-ethyldithiophene)–polystyrene sulfonate (PEDOT:PSS) solution. Wang et al.154 developed a super-sensitive pressure sensor with a wide measurement range using a carbon nanotube homogeneous solution sprayed directly on the paper surface as the sensing material. Due to the large specific surface area of the carbon nanotube, the porous structure of the paper, and the synergistic effect of effective contact between the carbon nanotube and the intercalated electrode, the pressure sensor achieves a wide measurement range from 0 to 140 kPa and exhibits good stability over 15000 test cycles. Similarly, Long et al.155 prepared a porous and stacked molybdenum–graphene carbide composite on a paper-based substrate as a piezoelectric resistive strain/pressure sensor (Fig. 6G). The device could detect not only the amplitude and frequency of the applied strain, but also the direction of stretched or compressed deformation. The sensor was applied to detect the opening and closing of the eyes, the flexion of elbow muscles (Fig. 6H), and the laryngeal movement of different words under conditions such as drinking laryngeal movement and silence, and obtained good signal output. Han et al.156 prepared an ultra-low cost, high sensitivity and flexible pressure sensor by drop coating carbon black on dust-free paper (Fig. 6I) that was used to detect pulse, voice and wrist bending cycle (Fig. 6J). The flexible electronic skin can be attached to the surface of the human body to respond to external stimuli (Fig. 6K). Paper-based mechanical sensors have also been used in daily monitoring of the human body. Strong results have been achieved in measuring various limb behaviors, pulse and sound detection, although there are still issues including the need for an external wired power supply and signal reception, greatly limiting its convenience in daily detection, and so the development of battery or wireless power supply and wireless signal transmission are key research focuses.
Fig. 6 Paper-based mechanical sensors for human body monitoring. (A) Schematic drawing of all paper-based flexible and wearable piezoresistive pressure sensors. Reproduced with permission from ref. 11. Copyright 2019, American Chemical Society. (B) The arterial heart pulse was measured on the wrist, and the pulse was 75 times per minute. Reproduced with permission from ref. 11. Copyright 2019, American Chemical Society. (C) Response curve of the pressure sensor installed in the throat to monitor pronunciation. Reproduced with permission from ref. 11. Copyright 2019, American Chemical Society. (D) Photos of the graphene/paper-based pressure sensor packaged with PI. Reproduced with permission from ref. 151. Copyright 2017, American Chemical Society. (E) Responsive curves of breathing before and after exercise. Reproduced with permission from ref. 151. Copyright 2017, American Chemical Society. (F) Response curves of walking and running in sports monitoring. Reproduced with permission from ref. 151. Copyright 2017, American Chemical Society. (G) Direct laser writing process of the molybdenum–graphite composite material on the paper substrate (gelatin-Mo5+ ink was absorbed on the top surface of the paper and turned into the molybdenum–graphite composite via the laser printing process). Reproduced with permission from ref. 155. Copyright 2020, Elsevier. (H) Paper-based sensor based on molybdenum carbide–graphene detects the change of resistance during blinking. Reproduced with permission from ref. 155. Copyright 2020, Elsevier. (I) Schematic diagram of the flexible multi-layer carbon black and airlaid paper pressure sensor. Reproduced with permission from ref. 156. Copyright 2019, American Chemical Society. (J) The signal response of the sensor fixed on the back of the wrist under different degrees of cyclic bending. Reproduced with permission from ref. 156. Copyright 2019, American Chemical Society. (K) Wearable arrayed electronic skin can be connected to human arms. Reproduced with permission from ref. 156. Copyright 2019, American Chemical Society. |
Sweat is often used as a test sample, reflecting some physiological information of the tested person by detecting the content and change of certain substances in the sweat.157 In addition, sweat can be easily obtained through sweat glands all over the body, making it a suitable medium for integrated non-invasive detection.158 Paper-based sensors are often used to fabricate sweat detection sensors due to their porous, easy-to-fabricate fluid channels and capillary action. Parrilla et al.159 detailed a wearable paper-based sensor for monitoring sweat dynamics including sweat rate and sweat loss. The sensor integrates a single-walled carbon nanotube and a surfactant (sodium dodecyl benzene sulfonate) nanocomposite into a cellulose fiber of conventional filter paper as a sensing layer. The authors first demonstrated sweat release monitoring during cycling under laboratory conditions, followed by usage with a wireless multimeter and mobile handset to demonstrate true wearable applications (Fig. 7A and B). Wu et al.160 proposed a new paper-based sweat generator with an alternating electrode structure (Fig. 7C), which utilized the interaction between electrodes and sweat in the redox reaction to generate electricity. In addition, the output current of the device correlated with lactate content in human sweat (Fig. 7D), suggesting its potential application as a human healthcare device. Xu et al.161 have developed a method to make flexible electronic devices using pencil and paper (Fig. 7E). Their devices include temperature sensors, electrophysiological sensors, electrochemical sweat sensors, Joule heating elements and humidity generators. Among them, the electrochemical sweat sensor monitored pH, uric acid and glucose in sweat with high sensitivity and selectivity (Fig. 7F and G). Ortega et al.162 integrated a disposable bio-sensor with a glucose/oxygen enzyme fuel cell made on a small piece of paper, where the entire detection system could be attached to an ordinary sized band-aid (Fig. 7H). The paper battery component used by the authors in the device was activated upon absorbing sweat (Fig. 7I). When the paper-based detector was attached directly to the skin, sweat from the skin was drawn into the device, converting the chemical energy produced by glucose oxidation into electrical energy and allowing glucose levels to be monitored without the need for external power sources and complex readout devices. Finally, that authors' experiment showed that a sample representing a “healthy” patient produced voltages in all devices under test that were below the threshold of the transistor and the display was not lit. Conversely, the display was activated in “non-healthy” patients due to voltages over the threshold being yielded. (Fig. 7J). The authors also compared the test results with the known diagnosis and showed that the device can produce 95% sensitivity and 100% specificity (Fig. 7K).
Fig. 7 Paper-based sensors for daily monitoring of human sweat. (A) Sensor for monitoring perspiration dynamics in real time (insert illustration shows the patch attached to the participant's skin). Reproduced with permission from ref. 159. Copyright 2019, Wiley-VCH. (B) Paper-based sweat sensor used to monitor the rider's sweat condition in real time through a wireless reader and mobile phone interface. Left insert shows screenshots of the mobile phone application obtained in the physical test and right insert shows back photos of the subjects while riding. All sweat loss charts were recorded in cycling practice. Reproduced with permission from ref. 159. Copyright 2019, Wiley-VCH. (C) Schematic diagram of a wearable sweat-based generator. Reproduced with permission from ref. 160. Copyright 2020, American Chemical Society. (D) Relationship between lactic acid content in sweat and output current of the paper-based sweat generator. Reproduced with permission from ref. 160. Copyright 2020, American Chemical Society. (E) Conceptual diagram of an electronic device on paper using a sketching pencil. Reproduced with permission from ref. 161. Copyright 2020, National Academy of Sciences. (F) Comparison of data of three substances in sweat measured by the paper-based sensor with the traditional method. Reproduced with permission from ref. 161. Copyright 2020, National Academy of Sciences. (G) Paper-based UA sensor records the dynamic changes of UA concentration before and after purine-rich food was eaten by test subjects. Reproduced with permission from ref. 161. Copyright 2020, National Academy of Sciences. (H) Automatic force skin patch design and theoretical working scenario for measurement of sweat-wicking conductivity. Reproduced with permission from ref. 162. Copyright 2019, Springer Nature. (I) Paper-based battery components in the patch. Reproduced with permission from ref. 162. Copyright 2019, Springer Nature. (J) Gaussian distribution of accumulated charge at conductivity of healthy and unhealthy samples. Reproduced with permission from ref. 162. Copyright 2019, Springer Nature. (K) Comparison of results provided by all paper-based devices with known conditions (healthy and unhealthy) of samples. Reproduced with permission from ref. 162. Copyright 2019, Springer Nature. |
In recent years, the efficient detection of sensor elements has become a research hotspot, and researchers have gradually carried out the research work that a single paper-based sensor can detect a variety of signals. Luo et al.163 combined paper-based sensing technology with a direct laser writing method to design and manufacture a simple and wearable sensor based on the polyimide/paper double-layer structure (Fig. 8A and B). The polyimide/paper double-layer thin-film sensor has been successfully used to monitor pulse and respiratory activity and was used as a dual sensor to detect both force and humidity stimuli (Fig. 8C and D). Liu et al.164 developed a paper-based sensor that could simultaneously measure four physical conditions. A water-based dispersion of carbon black/reduced graphene was sprayed onto the paper, which dried to form a sensing layer on the paper, and finally copper wires were introduced at both ends to form a multifunctional paper-based sensor (Fig. 8E). The paper-based sensor was used to detect changes in strain, temperature, humidity and pressure, proving the multi-functional applicability of the sensor (Fig. 8F). The sensor was easy to prepare, had easy degradation in water and reusability, and could be widely used in health monitoring, human machine interfaces, soft robotics, wearable devices and intelligent control technologies. Jo et al.165 successfully developed a glycerin paper-based sodium silicate nanogenerator with antimicrobial properties and water solubility using a simple vacuum filtration method. The sensor could be attached to the skin as an electronic skin to detect human movement or sense external stimuli, as well as having antibacterial effects. Although paper-based sensors with multiple functions are constantly being developed, there are still some problems with rapid development. There is still a certain gap between the durability and sensitivity of sensors prepared with traditional substrates. Multi-function detection often uses a single device to realize the separate detection of multiple detection data, but cannot analyze and process multiple pieces of detection information simultaneously. In addition, the tensile property of paper is poor, which limits the preparation of tensile strain sensors based on paper. Therefore, the preparation of more integrated paper-based sensors, the development of new paper types and the improvement of durability would be worthwhile research directions of paper-based sensors in the future.
Fig. 8 Multifunctional applications of paper-based sensors. (A) Cantilever force sensor design based on the PI/paper bilayer membrane (prominent U-shape is graphite structure produced by carbon dioxide laser irradiation). Reproduced with permission from ref. 163. Copyright 2018, Royal Society of Chemistry. (B) Scanning image of the u-shaped graphite structure of the double-layer film irradiated by a carbon dioxide laser. Reproduced with permission from ref. 163. Copyright 2018, Royal Society of Chemistry. (C) Humidity sensor based on the PI/paper bilayer film records the resistance changes during exhalation and inhalation. Embedded display is a prototype respiratory sensor assembled from a mask and sensor. Reproduced with permission from ref. 163. Copyright 2018, Royal Society of Chemistry. (D) The pulse sensor wrapped around the wrist is used to monitor the resistance change during pulse, excited by 1 mA current. Embedded display is a prototype of the pulse sensor made by sticking a polyimide/paper double-layer film on the back of adhesive tape. Reproduced with permission from ref. 163. Copyright 2018, Royal Society of Chemistry. (E) Schematic diagram of the preparation process of the multi-modal paper-based sensor. Reproduced with permission from ref. 164. Copyright 2019, American Chemical Society. (F) Multi-modal paper-based sensors are used to detect changes in strain, temperature, humidity and pressure. Reproduced with permission from ref. 164. Copyright 2019, American Chemical Society. |
With the improvement of living standards and availability of produce, more attention is paid to diet and the nutritional content of food. Beverages, such as milk, fruit juices and vegetable juices, have become essential products in our daily life, but issues including adulteration, excessive additives, insufficient processing and bacterial contamination can occur frequently. Mahato et al.168 developed a paper-based immune sensor for the detection of alkaline phosphatase in milk products (Fig. 9A). The device could be semi-quantitatively analyzed by the naked eye, and quantitative estimation was made by combining digital image colorimetry with smart phone technology, where the dynamic range of alkaline phosphatase detection was 10–1000 U mL−1 and the detection limit was 0.87 (±0.07) U mL−1. Zong et al.169 have developed a low-cost and simple method for the highly sensitive and selective detection of norfloxacin in milk at the picogram level through a paper-based fluorescence immunoassay (Fig. 9B). Norfloxacin was detected quantitatively in paper-based devices by using quantum dot labeled monoclonal antibodies as detection probes to identify the corresponding norfloxacin. The detection limits of aqueous solution and milk were 1 pg mL−1 and 10 pg mL−1, respectively. The paper-based fluorescence detection device provided a cheap, sensitive, environmentally friendly and rapid method for the quantitative detection of norfloxacin in milk and has a broad application prospect in food safety detection. Some researchers have also started research on the detection of nutritional value in beverages. Silva et al.170 reported a new paper-based sensing platform and its application in an unlabeled potential-immune sensor for Salmonella typhimurium detection based on the blocking surface principle. The potential shift resulting from the ion flux blocking effect caused by antigen–antibody binding was correlated with the logarithm of Salmonella typhimurium concentration in the sample. Under optimal conditions, the detection limit of 5 cells per ml was reached. The authors also applied the sensor to detection in apple juice samples, concluding the sensor's potential for practical applications. Xia et al.171 developed a new, efficient, milk-paper-based friction nanogenerator with a simple structure, small size, low cost and high speed. In addition to collecting mechanical energy generated by human movement, the nanogenerator could also be used to detect the concentration of milk according to the relationship between milk volume and output performance. The authors firstly set the original concentration of milk to 100%, and prepared milk with a relative concentration of 20%, 40%, 60% and 80% in water, where the final output voltage increased with the increase of milk concentration (Fig. 9C and D). Sha et al.172 assembled Au @AG core–shell nanoparticles on filter paper as a substrate for surface-enhanced Raman spectroscopy for rapid field detection of estazolam in beverages. The lowest EST detection concentration in aqueous solution was as low as 5 mg L−1, and EST components in orange juice and pomegranate juice could be effectively detected by simple pretreatment where the lowest EST detection concentration was 10 mg L−1, with good signal uniformity. Wang et al.124 developed a paper-based device capable of simultaneous fluorescence and colorimetric detection for detecting food-borne pathogens. Food-borne pathogens such as Escherichia coli can cause serious diseases such as hemorrhagic diarrhea, hemolytic uremic disease and even death by contaminating food such as vegetable juice, fruit juice and water.173 The authors used Cu2+ to trigger the oxidation of o-phenylenediamine (OPD), which could oxidize OPD to OPDox to produce orange-yellow fluorescence and visible light yellow. However, E. coli can effectively reduce Cu2+ to Cu+ and inhibit the oxidation of OPD triggered by Cu2+ to OPDox, enabling the detection of E. coli. With the help of a smart phone color scanning application and the prepared sensor, the quantitative detection of E. coli was possible (Fig. 9E).
Fig. 9 Paper-based sensors for beverage food detection. (A) Schematic diagram of production and detection principle of the alkaline phosphatase paper-based biosensor. Reproduced with permission from ref. 168. Copyright 2018, Elsevier. (B) Schematic diagram of the paper-based fluorescence immunoassay for detection of norfloxacin. Reproduced with permission from ref. 169. Copyright 2019, Elsevier. (C) Relationship between output performance of the paper-based friction generator and milk quantity. Reproduced with permission from ref. 171. Copyright 2019, Elsevier. (D) Relationship between output performance of the paper-based friction generator and relative concentration of milk. Reproduced with permission from ref. 171. Copyright 2019, Elsevier. (E) Color images of paper-based sensors with different concentrations of E. coli under 302 nm ultraviolet light were analyzed using a smartphone APP to detect E. coli. The illustration in the figure shows the recognition of Escherichia coli by the paper-based vision sensor based on the OPD–Cu2+ system. Reproduced with permission from ref. 124. Copyright 2020, Springer Nature. |
The use of some reagents, such as pesticides, growth promoters, clenbuterol and desiccants, can leave residues in food and could have adverse effects on consumers' health, and so the detection of adulterants and related substances in food is of great importance.174 Ma et al.175 developed a paper-based microfluid enzyme linked immunosorbent assay for the rapid detection of clenbuterol hydrochloride, illegally used as a growth stimulant in food-producing animals. Clenbuterol was detected by measuring the intensity of the color change, which was proportional to the concentration of the analyte, and the detection limit was 0.2 ppb. The device effectively reduced the cost, dosage and time required to run ELISA for food sample testing. Wang et al.176 developed a sensitive monoclonal antibody (mAb) against toltrazuril based on a novel hapten. A colorimetric paper-based sensor was produced for rapid screening of toltrazuril and its metabolites in chicken and egg samples (Fig. 10A and B). The sensitivity and accuracy of the test were up to the official standards, therefore providing a new way for a toltrazuril rapid field test. Chen et al.177 developed a paper-based sensor based on CdTe quantum dots and nano-ZntPyP for fluorescence detection of carbamate pesticides in food. When samples containing carbamate pesticides were added, the fluorescence of CdTeQDs quenched by nano-ZnTPyP could be effectively restored, and an “on off” detection model of carbamate pesticides was constructed. The authors also combined partial least squares discriminant analysis and partial least squares regression models to realize the quantitative and qualitative analysis of carbamate pesticides with high sensitivity and specificity in complex biological and food matrices with high sensitivity. In the authors' specificity test, the presence of metolcarb resulted in a change in the fluorescent color from dark green to yellowish green, while other pesticides remained dark green (Fig. 10C). This differential chromogenic result ensured rapid, highly sensitive, highly specific, and field detection of carbamate pesticides, and the concentrations of carbamate pesticides in apple, cabbage and tea were accurately quantified. Trofimchuk et al.178 developed a paper-based microfluidic device for detecting nitrite in meat. The concentration of nitrite was determined by the colorimetric reaction between nitrite and Griess reagent, and the detection limit was increased by the coffee-ring effect. The detection limit of nitrite in pork by this device was 19.2 mg kg−1, but could be as low as 1.1 mg kg−1 if the coffee ring area is analyzed. The could be completed in 15 minutes, and therefore the device has potential application in routine screening of nitrite concentration in meat products, helping to ensure food safety and consumer health. Bougadi et al.179 developed a paper-based microfluidic device for detecting adulterated food (Fig. 10D and E). This device could detect the lowest doping rate of 0.01%, 10 times the sensitivity of other detection methods, with good reproducibility and specificity, and could be used for meat, beans and other foods for adulteration detection. Similarly, Batule et al.180 constructed a paper-based device for rapid extraction of mitochondrial genomic DNA from processed meat components. Mitochondrial genomic DNA is considered as a good candidate for reliable identification of meat components,179 and from the adulteration rate of 0.1%, the authors successfully detected mitochondrial DNA from different meat samples with this device.
Fig. 10 Detection of substances and freshness in foods other than beverages. (A) The structure of the paper-based colorimetric sensor for the detection of toltrazuril and its metabolites in feed, chicken and egg samples. Reproduced with permission from ref. 176. Copyright 2018, Elsevier. (B) Schematic diagram of the negative and positive samples of toltrazuril and its metabolites. Reproduced with permission from ref. 176. Copyright 2018, Elsevier. (C) Selective image of various pesticides detected by the paper-based sensor based on CDTE-nano ZnTPyP. Reproduced with permission from ref. 177. Copyright 2020, Elsevier. (D) Photograph and design showing the principle of the paper-based DNA biosensor. CZ: control area, TZ: experimental area. Reproduced with permission from ref. 179. Copyright 2020, Elsevier. (E) Calibration diagram of different doping contents (0–5%) in a binary mixture of bovine and goat yogurt samples. Reproduced with permission from ref. 179. Copyright 2020, Elsevier. (F) Paper-based electrical gas sensor manufacturing. Using a ballpoint pen and scissors, carbon electrodes were printed on Whatman chromatography 1# cellulose paper according to the desired shape and cut. Reproduced with permission from ref. 182. Copyright 2019, American Chemical Society. (G) Response of paper-based electrical gas sensors (n = 4) to cod fillet decay at room temperature, compared with water (n = 2) over 50 h. Reproduced with permission from ref. 182. Copyright 2019, American Chemical Society. (H) As a control (n = 2), the paper-based electrical gas sensor (n = 4) responded to cod fillet and water decay at 4 °C over 12 days. Reproduced with permission from ref. 182. Copyright 2019, American Chemical Society. |
Freshness has a great influence on the nutritional value and taste of food, and eating spoiled food often causes some harm to consumers. Therefore, the development of food freshness detection devices is also extremely important in food production, and some researchers have developed paper-based sensors for food freshness detection. Tseng et al.181 fabricated a paper-based plasma refractive sensor by embedding metal nanoparticles on flexible paper using reverse nanoimprint lithography and used it to monitor the freshness of salmon foods. Barandun et al.182 reported a new type of printed electrical gas sensor produced in a nearly “zero cost” manner (Fig. 10F). The sensors can be integrated into food packaging to monitor food freshness, reducing food waste and plastic pollution, or can be used as wireless, battery-free gas sensors in near-field communication labels via smart-phones. The sensor was based on the inherent moisture absorption of cellulose fibers in the paper; although paper looks dry, it actually contains a large amount of water absorbed from the environment, so gases could be sensed by exploiting this factor rather than manually adding water to the substrate. The authors used this sensor to monitor the spoilage of meat products at room temperature nondestructively, and over the course of the experiment, the sensor response values increased by more than 900% in containers containing cod fillets compared to control experiments using DI water only (Fig. 10G). This increase was due to the release of gases from rotting meat. The authors also detected the spoilage gas of cod fillet at a low storage temperature of 4 °C (Fig. 10H). According to the detection results at room temperature, the product would no longer be safe to eat when stored at 4 °C for 4–5 days in the refrigerator, which was consistent with the advice issued by the manufacturer. Similarly, Mustafa et al.54 reported a cost-effective enzyme-based paper-based biosensor, which could monitor fish freshness and predict spoilage. The biosensor used xanthine oxidase to convert xanthine to measure the release of hypoxanthine, a degradation index of meat and fish. This biosensor had high selectivity for hypoxanthine and was cheap and easy to manufacture. By tracking the degradation of fish with time and measuring the hypoxanthine concentration from 117 (±9) to 198 (±5) μM within 24 hours after degradation, the applicability of the biosensor was proved, and its level was equivalent to that measured by commercial enzyme kits for hypoxanthine detection.
The presence of appropriately low concentrations of metal ions in water is beneficial to humans, animals and plants. However, excessive amounts of metal ions can have negative effects.183 Heavy metal ions, in particular, are highly toxic even at trace levels, and their contamination poses a huge threat to the environment and to public health around the world, potentially damaging ecosystems and detrimental to global sustainability.184,185 These metals often exist as ions in aqueous solutions, and therefore researchers have developed paper-based detection sensors for detecting metal ions in water. Nie et al.186 designed a paper-based microfluidic electrochemical sensing device. Microfluidic channels were produced on the paper substrate by photolithography or wax printing, and screen printing of conductive inks, including carbon and Ag/AgCl, was used to form the electrodes of the device. The authors used this device to quantitatively detect the concentration of various analytes, such as heavy metal ions and glucose, in an aqueous solution. This low-cost analysis equipment could be used in areas such as underdeveloped areas, public health, and environmental monitoring. Feng et al.187 constructed an array of paper-based devices based on fluorescence methods that can perform semi-quantitative detection of seven different heavy metal ions. (Fig. 11A). By comparing the color change of samples with the color change from solutions of known concentration, semi-quantification with a visual readout of ion concentration was achieved. Jarujamrus et al.71 produced barcode-based paper microfluidic analysis equipment to detect magnesium ions in wastewater (Fig. 11B). The device used rubber latex as a hydrophobic material to construct a microfluidic channel on the paper base. By covering different detection lines with EDTA solutions of different Mg(II) concentrations, significantly different bands could be generated after exposure of the detection device to different concentrations. Xiao et al.188 developed an enhanced 3D paper-based device that could be combined with a personal glucose meter for high sensitivity and portable detection of Ag+ (Fig. 11C and D). Ag+ in the sample solution was loaded in the nanopore film, and 3,3′,5,5′-tetramethylbenzidine in the film reduced Ag+ to form silver nanoparticles. These nanoparticles could grow through subsequent reactions, leading to the blockage of some pores of the nanometer film. The fixed glucose was redissolved by the finite volume of solution through the nanopore membrane, and glucose was measured in the next layer using a personal glucose meter (Fig. 11C). The amount of glucose recorded was dependent on the Ag+ level in the sample, and the sensor enabled simple, low-cost and low-concentration specific detection of analytes in artificial water samples as well as in real water samples from pond, tap, drinking and soil water in a matter of minutes.
Fig. 11 Paper-based sensors for metal ion detection in the environment. (A) Fluorescence identification of paper-based heavy metal ion sensor arrays before and after exposure to 5 μM Hg2+ ions. Reproduced with permission from ref. 187. Copyright 2013, Elsevier. (B) Preparation and detection process of paper-based microfluidic analysis apparatus for magnesium ion detection. Reproduced with permission from ref. 71. Copyright 2019, Elsevier. (C) The paper-based enhanced biosensor to measure Ag+ concentrations, where the results were read quantitatively through a portable personal glucose meter. The paper-based device has five folding layers (numbered from 1 to 5). Functional area a of layer 1 is a 3.5 mm diameter circular well for sample addition. A 5 mm diameter circular functional area b from layer 2 was used for sample homogenization. Circular 5 mm diameter areas c and d located in the 3rd and 4th layers were used for glucose fixation and collection, respectively. Layer 5 is completely hydrophobic treated as the lowest layer of the device. Reproduced with permission from ref. 188. Copyright 2019, Elsevier. (D) 3D origami nanoporous membrane integrated microfluidic device. Reproduced with permission from ref. 188. Copyright 2019, Elsevier. (E) Process of design and application of the 3D folding analysis device for Cu2+ determination in water samples combined with PVC film. Reproduced with permission from ref. 189. Copyright 2020, Elsevier. (F) Schematic diagram of a newly developed paper-based microfluidic device for the determination of Fe3+ in natural waters. Layer A is the top layer of the device with pre-cut sample introduction holes. Layer B consists of 15 circular hydrophilic sample/assay regions (6 mm in diameter) each impregnated with 3-hydroxy-4-pyridine (3,4-HPO) reagent. C1 and C2 layers contain 15 pairs of circular hydrophilic sample storage areas with a diameter of 11 mm, which can accommodate standards/samples passing through the sample/detection areas. Layer D is the bottom layer of the device. Reproduced with permission from ref. 190. Copyright 2020, Elsevier. |
There remain some issues with paper-based metal ion detection, and so researchers are focusing on solving these problems and improving detection performance. Sharifi et al.189 developed a 3D origami-based sensor combined with PVC film, which solved the problem of uneven color in the detection area caused by the movement of the chromogenic reagent or dye leaching (Fig. 11E). In addition, a waste liquid layer was added to the sensor to load more analytes, thus increasing the detection limit. As a proof of concept, this sensor was used to detect Cu2+. To this end, pyrocatechol violet and chrome azure S were doped into PVC film as colorimetric agents and injected into the detection area. The sensor had good linearity in the range of 5.0–1400.0 and 5.0–200.0 mg L−1, and the detection limits in the presence of azo chromium and pyrocatechol violet are 1.7 and 1.9 mg L−1. Moniz et al.190 developed a paper-based microfluidic device for the detection of Fe3+ ions in water samples using ether-derived 3-hydroxy-4-pyridinone chelators as color developing agents (Fig. 11F). The detection limit of the device was improved by using this new color reagent, and the detection signal was stable for four hours and the device has a stable storage period of at least one month.
In addition, some researchers have developed paper-based sensors that can detect multiple metal ions at the same time, allowing for more efficient detection of metal ions. Wang et al.105 developed a 3D paper-based microfluidic device for colorimetric determination of selected heavy metals in water samples with good selectivity by stacking wax-patterned paper layers and double-sided tape (Fig. 12A). The device could be used for detecting Cu(II), Ni(II), Cd(II) and Cr(VI) with detection limits of 0.29 ppm, 0.33 ppm, 0.19 ppm and 0.35 ppm, respectively. The use of portable detectors and cellphones in combination with the device by the authors makes this 3D paper-based microfluidic device a simple, fast and on-site screening method for heavy metals in aquatic environments. A paper-based microfluidic device combining colorimetric and electrochemical detection into a three-dimensional structure was reported (Fig. 12B and C).191 Different from previous detection devices, one layer of the device is used for colorimetric detection and the other layer is used for electrochemical detection. Different chemicals are simultaneously used in each layer of the detection area to detect the same sample, achieving the purpose of detecting different metal ions (Fig. 12B). The authors performed colorimetric detection of nickel, iron, copper and chromium, and electrochemical detection of lead and cadmium. The detection limit of the colorimetric layer was as low as 0.12 μg of Cr, while the detection limit of the electrochemical layer was as low as 0.25 ng of Cd and Pb. Idros et al.185 reported a low-cost, paper-based microfluidic analysis device that can easily, portably and simultaneously monitor mercury, lead, chromium, nickel, copper, and iron ions. Triple indicators, ligands containing ions, or molecules are preinstalled in specific areas of the paper base. When metal ions were added, colorimetric indicators caused visible color changes to the naked eye. Using digital imaging and color calibration techniques, the color characteristics of red, green and blue (RGB) three-dimensional space were quantitatively analyzed. Xiao et al.192 reported the use of paper-based microarray sensors based on carbon nanodot fluorescence turn-off for analytical object identification. The authors installed a stand-alone smart-phone based portable reader with a custom APP so that fluorescence changes could be accurately and repeatedly captured from microarray chips, results could be automatically reported, and reports could be generated and shared wirelessly (Fig. 12D). The above sensor system could simultaneously detect Hg2+, Pb2+ and Cu2+ in the water sample of the Pearl River. The end user operation was limited to moving the sample into the microarray chip, inserting the chip into the SBR, and opening the SBR-APP to obtain the image after importing the sample for 5 minutes. With the exception of needing a smart-phone, sophisticated sample preprocessing and expensive equipment were not required. The reliability and simplicity of this versatile and cost-effective smart-phone based sensor system makes it ideal for user and ecologically friendly demand point detection in resource-constrained environments.
Fig. 12 Paper-based sensors for simultaneous detection of multiple metal ions. (A) Schematic diagram of metal analysis based on three-dimensional paper microfluidics. The color signals were collected by a mobile phone camera and the data were analyzed by image processing and analysis software. Adapted with permission from ref. 105. Copyright 2014, Springer Nature. (B) An analytical procedure for performing metal analysis. The method requires three steps: (i) microwave-assisted acid digestion, (ii) anodic stripping volt-ampoule detection of Pb and Cd, and (iii) colorimetric detection of Fe, Ni, Cr and Cu. Adapted with permission from ref. 191. Copyright 2014, American Chemical Society. (C) Photographs of a multilayer paper-based microfluidic metal colorimetric and electrochemical analysis apparatus, with different areas labelled. Adapted with permission from ref. 191. Copyright 2014, American Chemical Society. (D) Sensors based on fluorescent carbon nanodots (CDs) were prepared on filter paper for simultaneous detection of various metal ions. Based on a smart phone portable reader and installing a customized APP, the fluorescence changes of sensors can be obtained and the results can be automatically reported. Adapted with permission from ref. 192. Copyright 2020, American Chemical Society. |
With the development of the chemical medicine industry and the increasing use of pesticides, toxic and harmful substances or excessive drug components deposited or remaining in the environment could have a great negative impact on our health.177 Some developers have developed paper-based devices to detect toxic and harmful residues other than metal ions in the environment. Yakoh et al.193 prepared a simple and selective paper-based colorimetric sensor using nano-silver for the determination of contaminant chlorine ions in the environment (Fig. 13A). The analysis was based on Cl− oxidation of silver nano-prisms (AgNPrs) into smaller silver nanospheres (AgNPss). In the absence of surface modification, when Cl− was present, the unique color change from dark purple to red could be quickly observed by the naked eye within 5 minutes, and a more obvious color change occurred with the increase in concentration (Fig. 13B). Nguyen et al.194 developed a disposable, highly accurate, highly selective and low-cost paper-based probe for detecting gaseous amine compounds through a combination of color changes with seven pH indicators. The probe was designed with seven rings, printed in wax and colored with different pH indicators. The probe's color was analyzed and RGB values were extracted from images obtained using a homemade mobile app. Zhou et al.195 developed a paper-based detection device for the rapid and sensitive detection of tetracycline residues in environmental water. Fluorescence excitation was carried out by an ultraviolet lamp, and images were captured by a smart phone for quantitative analysis. Arduini et al.196 developed an electrochemical biosensor based on origami for the detection of pesticide residues in the environment (Fig. 13C). The purpose of the study was to detect the three substances namely p-oxo, 2,4-dichlorophenoxyacetic acid and atrazine through the inhibiting ability of organophosphorus insecticides, phenoxy phenolic herbicides and triazine herbicides on butyrylcholinesterase, alkaline phosphatase and tyrosinase. The corresponding amount can be obtained according to the degree of inhibition of enzyme activity, and good results were obtained by sampling a standard solution and river water. Chen et al.197 have reportedly developed a paper-based sensor for the detection of oxalyl chloride in the environment. When the detection device was placed in the vapor atmosphere containing oxalyl chloride, it produced an intramolecular charge transfer effect and showed a significant color change and fluorescence effect on oxalyl chloride (Fig. 13D). The device had a high reaction speed, high specificity, detection limit and obvious color and fluorescence change. Qin et al.3 developed a simple, low-cost, light hydrocarbon gas sensor based on the principle of the bending of a paper-based cantilever caused by polymer swelling, and a smart-phone camera was used for data reading (Fig. 13E). The sensory cantilever consisted of three layers: the functional layer of polyethylene film, the adhesive layer of double-sided adhesive tape and the weighing paper substrate. The performance of the sensor was studied by using the hydrocarbons xylene, n-hexane and BTEX. The sensor showed good linear response to hydrocarbon concentration, a wide detection range, low detection, and fast response performance (Fig. 13F).
Fig. 13 Paper-based sensors for detecting substances in the environment. (A) Photograph of Cl− detection using a smart phone combined with a control box. Adapted with permission from ref. 193. Copyright 2018, Elsevier. (B) The visual images from paper sensors used to detect different Cl− concentrations were analyzed using Image J software to determine the relationship between the average color intensity of AgNPrs and Cl− concentration. Adapted with permission from ref. 193. Copyright 2018, Elsevier. (C) Image of the electrochemical biosensor for pesticide detection based on origami. Adapted with permission from ref. 196. Copyright 2019, Elsevier. (D) Schematic of a strip of paper-based sensor for the detection of chlorofluorocarbons. Insert is a 6 minute fluorescence photograph of oxalyl chloride, various nerve gas mimics and acyl chloride exposed to 120 ppm. Adapted with permission from ref. 197. Copyright 2020, Elsevier. (E) Fabrication and experimental setup of a sensing microcantilever. A cantilever beam is installed at the design position of the sensor chamber. The cantilever forms an inclination angle of 45° on the designed supporting platform. Adapted with permission from ref. 3. Copyright 2020, American Chemical Society. (F) Good linear relationship between BTEX concentration and microcantilever displacement. Sensitivity of the sensor is 0.134 (±0.0027) μm ppm−1. Adapted with permission from ref. 3. Copyright 2020, American Chemical Society. |
At present, some progress has been made in the research on paper-based sensors applied to environmental detection. A single device can analyze multiple substances simultaneously, which can greatly improve the detection efficiency. In addition, different detection methods have been developed, and multiple methods can be integrated on a single device, thus improving the accuracy of detection of the substance. Some issues still remain; currently, most devices are still in the laboratory stage of development and have not yet been mass-marketed. In addition, although many methods have been adopted to improve the accuracy of detection, there are still some deficiencies. When looking at samples from the field, most researchers have collected samples of lake water, river water and tap water, while there are few studies on the detection of substances in seawater, which accounts for the largest proportion.
Paper-based signal analysis has a long history, but development has been slow. Since the Whitesides group put forward the concept of paper-based microfluidics, however, research on paper-based analysis and testing has begun to explode. Compared with previous paper-based chemical testing, paper-based microfluidic devices achieve better fluid flow specification and higher signal detection. In addition, the continuous development and maturation of fabrication techniques has made it possible to fabricate paper-based devices on a large scale. It is increasingly recognized that worldwide use of low-cost paper-based rapid detection is necessary. Since the COVID-19 pandemic in particular, there has been a growing recognition of the importance of making a broad and rapid diagnosis. The above reasons have prompted the explosive growth of the research on paper-based detection. Some mature paper-based sensor products have already been applied in the market, such as the implementation of rapid influenza A+ influenza B detection, the clearview 1 malaria prediction test and the RAIDTM 5 multi-lateral flow analysis detection device for determining biological threat factors.118 However, although paper-based sensors are constantly being innovated, there is still a long way to go for mass market-oriented and mature applications of paper-based sensors.
The most important and obvious advantages of paper-based sensors lie in the inherent properties of paper, such as low cost, bio-compatibility and easy degradation. The significance of paper-based sensor research is to provide convenience for people's lives in the future, including health, food safety and environmental protection, while taking into account the existing conditions in remote and underdeveloped areas. Therefore, the most important factors that should be considered when developing these sensors include using a simple, uncomplicated manufacturing process and the ability for someone with little-to-no training to easily use and read results from this technology: this is essential for paper-based sensors to enter the market. We also think that for the marketization and mass production of paper-based sensors to occur, the following challenges and problems must be addressed: i) sensors made in different production batches must have repeatable detection performance within an allowable error range. ii) Different detection environments may affect test results. At present, most paper-based sensors are used to carry out various tests in a laboratory environment. A mature paper-based product must target people in different regions, and so we have to consider the impact of environmental changes on the test results. iii) The main development goal of low-cost paper-based detection devices is to realize point-of-care testing of diseases in underdeveloped areas. Therefore, the production cost of paper-based devices is also a problem that must be faced. Although the cost is currently low for preparing paper-based devices in the laboratory, the actual mass production often needs to face various complicated economic expenditures. For example, manufacturers face multiple economic expenses, such as leasing space, purchasing instruments, paying technicians and R&D personnel, which may lead to higher costs for the final devices.
The continuous in-depth and detailed research on paper-based sensors has played a positive role in promoting their future maturity and marketization. For example, researchers have used tattooed paper as a substrate to prepare paper-based sensors to realize long-term, real-time detection of food and analysis of eating conditions, or combined with drugs to realize in vivo drug analysis and detection.198 Paper-based sensors are still in the initial stage of development, and a large number of in-depth and continuous studies are required to move from laboratory research to practical application. Simultaneously, there are challenges such as the durability and stretch-ability of paper, the versatility of devices, and mass production requirements. When paper-based sensors are applied to certain specific scenarios, some advantages will become disadvantages. For example, because of its porous microstructure, paper has poor water resistance and low barrier property, and cannot maintain proper functionality when it encounters water or is stored in a high relative humidity environment.199 In addition, the tensile property of paper is poor, limiting its use as a tensile sensor, and the size of holes between paper fibers is uncertain, potentially affecting the performance of devices such as microfluidics.200 Some researchers have been working to solve the above problems, and for example, paper-based sensors with hydrophobic properties have made some progress.201 Paper-based detection devices are also required to accurately identify the target analyte and provide readable signals, such as optical or electrical signals. These detection signals depend on the solubility of the target analyte, the nature of the signal-enhancing nanomaterials selected, and their specific binding. Different from the standard solution configured in the laboratory, the actual patient sample is complicated and contains many factors that interfere with the accurate reading of results. As in paper-based immunoassays, antibodies, proteins, peptides, and nucleic acids as target analytes may show cross-reactivity to similar biomarkers.202 This will lead to false positives of the target diseases that we are testing. In addition, the fluorescence signal detected by the paper-based fluorescence sensor was sensitive to both internal and external conditions, such as pH and the solvating environment of the dye.202 Paper-based detection also depends more on the capillary action of paper, and there are concerns about whether capillary action will affect the detection results as the concentration of the target substance in the sample may change due to adsorption onto the paper when the sample flows through the paper-based microfluidic channel. It should also be appreciated that the analytical materials used in the paper-based sensor (e.g., specific antibodies and serum proteins) typically need to be stored at low temperature and for a short time. Furthermore, the process of synthesizing antibodies that recognize the analyte of interest is challenging because the toxicity of the analyte injected into an animal may not be tolerated by the animal.203 Therefore, the development of non-toxic and thermally stable analytical reagents is another research target of paper-based sensors.109
At present, we are gradually entering the 5G era, and the Internet has penetrated every aspect of our day-to-day lives. Combining new sensor technologies with the internet will be the main development direction for paper-based sensors in the future. For example, through the combination with smart phones, the detection results of the paper-based sensors could be uploaded to a personal database for simple real-time analysis and alerts, and the detection results could also be sent to relevant personnel for analysis of results.204 This would provide convenience for people and alleviate the imbalance of medical resources, food analysis, environmental testing and other conditions in underdeveloped regions.
When using paper-based sensors for detection, a certain amount of energy is usually required, but at present, it is mostly realized by external connection. The energy supply problem of paper-based sensors is also a challenge in their current development, as they should still meet the requirements of flexibility, portability and wearability. Some researchers put forward the idea of a paper-based microfluidic battery, which could also provide a certain amount of energy when using microfluidic technology for detection. In addition, it could also collect the mechanical energy generated during the movement of the human body to realize the self-energy supply of the paper-based sensing device. The combination with NFC technology is also a popular development direction for both a wireless power supply and data transmission for paper-based sensors in the future. At present, although paper-based sensing technology utilizing NFC is still in its initial stage, the potential NFC brings makes sensing concepts such as no requirement for external power and integrated wireless data transmission possible, which may play an important role in the future revolution of interconnected technology.205 We believe that the paper-based sensor in the future should be able to detect much information, such as human health and food safety, in real time and collect waste energy simultaneously, following the direction of many researchers' efforts at present.
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