1
|
Zhai J, Liu Y, Ji W, Huang X, Wang P, Li Y, Li H, Wong AHH, Zhou X, Chen P, Wang L, Yang N, Chen C, Chen H, Mak PI, Deng CX, Martins R, Yang M, Ho TY, Yi S, Yao H, Jia Y. Drug screening on digital microfluidics for cancer precision medicine. Nat Commun 2024; 15:4363. [PMID: 38778087 PMCID: PMC11111680 DOI: 10.1038/s41467-024-48616-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 05/08/2024] [Indexed: 05/25/2024] Open
Abstract
Drug screening based on in-vitro primary tumor cell culture has demonstrated potential in personalized cancer diagnosis. However, the limited number of tumor cells, especially from patients with early stage cancer, has hindered the widespread application of this technique. Hence, we developed a digital microfluidic system for drug screening using primary tumor cells and established a working protocol for precision medicine. Smart control logic was developed to increase the throughput of the system and decrease its footprint to parallelly screen three drugs on a 4 × 4 cm2 chip in a device measuring 23 × 16 × 3.5 cm3. We validated this method in an MDA-MB-231 breast cancer xenograft mouse model and liver cancer specimens from patients, demonstrating tumor suppression in mice/patients treated with drugs that were screened to be effective on individual primary tumor cells. Mice treated with drugs screened on-chip as ineffective exhibited similar results to those in the control groups. The effective drug identified through on-chip screening demonstrated consistency with the absence of mutations in their related genes determined via exome sequencing of individual tumors, further validating this protocol. Therefore, this technique and system may promote advances in precision medicine for cancer treatment and, eventually, for any disease.
Collapse
Affiliation(s)
- Jiao Zhai
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Department of Biomedical Sciences, and Tung Biomedical Sciences Centre, City University of Hong Kong, Hong Kong SAR, China
| | - Yingying Liu
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology, University of Macau, Macau SAR, China
| | - Weiqing Ji
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China
| | - Xinru Huang
- Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Ping Wang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou, China
| | - Yunyi Li
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
| | - Haoran Li
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology, University of Macau, Macau SAR, China
| | - Ada Hang-Heng Wong
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau SAR, China
| | - Xiong Zhou
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- College of electrical and information engineering, Hunan University, Changsha, China
| | - Ping Chen
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Lianhong Wang
- College of electrical and information engineering, Hunan University, Changsha, China
| | - Ning Yang
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Department of Electronic Information Engineering, Jiangsu University, Zhenjiang, China
| | - Chi Chen
- Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Haitian Chen
- Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China
| | - Pui-In Mak
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology, University of Macau, Macau SAR, China
| | - Chu-Xia Deng
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Rui Martins
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology, University of Macau, Macau SAR, China
- On leave from Instituto Superior Tecnico, Universidade de Lisboa, Lisboa, Portugal
| | - Mengsu Yang
- Department of Biomedical Sciences, and Tung Biomedical Sciences Centre, City University of Hong Kong, Hong Kong SAR, China
| | - Tsung-Yi Ho
- Department of Compute Science and Engineering, The Chinese University of Hong Kong, Hong Kong, China
| | - Shuhong Yi
- Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-Sen University, Guangzhou, China.
| | - Hailong Yao
- School of Computer and Communication Engineering, University of Science and Technology Beijing, Beijing, China.
| | - Yanwei Jia
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China.
- Faculty of Science and Technology, University of Macau, Macau SAR, China.
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau SAR, China.
| |
Collapse
|
2
|
Zhou Q, Fan S, Lei KM, Ham D, Martins RP, Mak PI. Miniature Magnetic Resonance Imaging System for in Situ Monitoring of Bacterial Growth and Biofilm Formation. IEEE Trans Biomed Circuits Syst 2024; PP:1-11. [PMID: 38393852 DOI: 10.1109/tbcas.2024.3369389] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/25/2024]
Abstract
In situ monitoring of bacterial growth can greatly benefit human healthcare, biomedical research, and hygiene management. Magnetic resonance imaging (MRI) offers two key advantages in tracking bacterial growth: non-invasive monitoring through opaque sample containers and no need for sample pretreatment such as labeling. However, the large size and high cost of conventional MRI systems are the roadblocks for in situ monitoring. Here, we proposed a small, portable MRI system by combining a small permanent magnet and an integrated radio-frequency (RF) electronic chip that excites and reads out nuclear spin motions in a sample, and utilize this small MRI platform for in situ imaging of bacterial growth and biofilm formation. We demonstrate that MRI images taken by the miniature--and thus broadly deployable for in situ work--MRI system provide information on the spatial distribution of bacterial density, and a sequential set of MRI images taken at different times inform the temporal change of the spatial map of bacterial density, showing bacterial growth.
Collapse
|
3
|
Wan L, Li M, Law MK, Mak PI, Martins RP, Jia Y. Sub-5-Minute Ultrafast PCR using Digital Microfluidics. Biosens Bioelectron 2023; 242:115711. [PMID: 37797533 DOI: 10.1016/j.bios.2023.115711] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2023] [Revised: 09/08/2023] [Accepted: 09/25/2023] [Indexed: 10/07/2023]
Abstract
The development of a rapid and reliable polymerase chain reaction (PCR) method for point-of-care (POC) diagnosis is crucial for the timely identification of pathogens. Microfluidics, which involves the manipulation of small volumes of fluidic samples, has been shown to be an ideal approach for POC analysis. Among the various microfluidic platforms available, digital microfluidics (DMF) offers high degree of configurability in manipulating μL/nL-scale liquid and achieving automation. However, the successful implementation of ultrafast PCR on DMF platforms presents challenges due to inherent system instability. In this study, we developed a robust and ultrafast PCR in 3.7-5 min with a detection sensitivity comparable to conventional PCR. Specifically, the implementation of the pincer heating scheme homogenises the temperature within a drop. The utilization of a μm-scale porous hydrophobic membrane suppresses the formation of bubbles under high temperatures. The design of a groove around the high-temperature zone effectively mitigates the temperature interference. The integration of a soluble sensor into the droplets provides an accurate and instant in-drop temperature sensing. We envision that the fast, robust, sensitive, and automatic DMF system will empower the POC testing for infectious diseases.
Collapse
Affiliation(s)
- Liang Wan
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China
| | - Mingzhong Li
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China; Silergy Semiconductor (Macau) Limited, Macao, China
| | - Man-Kay Law
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China; Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Pui-In Mak
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China; Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Rui P Martins
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China; Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China; On Leave from Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | - Yanwei Jia
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao, China; Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China; MoE Frontiers Science Center for Precision Oncology, University of Macau, Macao, China.
| |
Collapse
|
4
|
Dong C, Li F, Sun Y, Long D, Chen C, Li M, Wei T, Martins RP, Chen T, Mak PI. A syndromic diagnostic assay on a macrochannel-to-digital microfluidic platform for automatic identification of multiple respiratory pathogens. Lab Chip 2023. [PMID: 37961846 DOI: 10.1039/d3lc00728f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/15/2023]
Abstract
The worldwide COVID-19 pandemic has changed people's lives and the diagnostic landscape. The nucleic acid amplification test (NAT) as the gold standard for SARS-CoV-2 detection has been applied in containing its transmission. However, there remains a lack of an affordable on-site detection system at resource-limited areas. In this study, a low cost "sample-in-answer-out" system incorporating nucleic acid extraction, purification, and amplification was developed on a single macrochannel-to-digital microfluidic chip. The macrochannel fluidic subsystem worked as a world-to-chip interface receiving 500-1000 μL raw samples, which then underwent bead-based extraction and purification processes before being delivered to DMF. Electrodes actuate an eluent dispensed to eight independent droplets for reverse transcription quantitative polymerase chain reaction (RT-qPCR). By reading with 4 florescence channels, the system can accommodate a maximum of 32 detection targets. To evaluate the proposed platform, a comprehensive assessment was conducted on the microfluidic chip as well as its functional components (i.e., extraction and amplification). The platform demonstrated a superior performance. In particular, using clinical specimens, the chip targeting SARS-CoV-2 and Flu A/B exhibited 100% agreement with off-chip diagnoses. Furthermore, the fabrication of chips is ready for scaled-up manufacturing and they are cost-effective for disposable use since they are assembled using a printed circuit board (PCB) and prefabricated blocks. Overall, the macrochannel-to-digital microfluidic platform coincides with the requirements of point-of-care testing (POCT) because of its advantages: low-cost, ease of use, comparable sensitivity and specificity, and availability for mass production.
Collapse
Affiliation(s)
- Cheng Dong
- School of Intelligent Systems Science and Engineering/JNU-Industry School of Artificial Intelligence, Jinan University, Zhuhai 519000, China
| | - Fei Li
- Department of Biomedical Engineering, Jinan University, Guangzhou, 510632, China
- Digifluidic Biotech Ltd., Zhuhai 519000, China.
| | - Yun Sun
- Digifluidic Biotech Ltd., Zhuhai 519000, China.
| | - Dongling Long
- Zhuhai Center for Disease Control and Prevention, Zhuhai 519087, China
| | - Chunzhao Chen
- Advanced Interdisciplinary Institute of Environment and Ecology, Beijing Normal University, Zhu Hai 519087, China
| | - Mengyan Li
- Department of Chemistry and Environmental Science, New Jersey Institute of Technology, Newark, 07102, USA
| | - Tao Wei
- Department of Bioengineering, College of Food Science, South China Agricultural University, Guangzhou, 510640, China
- Pan Asia (Jiangmen) Institute of Biological Engineering and Health, Jiangmen, 529080, China
| | - Rui P Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macau SAR, 999078, China.
| | | | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macau SAR, 999078, China.
- Faculty of Science and Technology, University of Macau, Taipa, Macau SAR, 999078, China
| |
Collapse
|
5
|
Li H, Peng T, Zhong Y, Liu M, Mak PI, Martins RP, Wang P, Jia Y. pH Regulator on Digital Microfluidics with Pico-Dosing Technique. Biosensors (Basel) 2023; 13:951. [PMID: 37998126 PMCID: PMC10669492 DOI: 10.3390/bios13110951] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/14/2023] [Revised: 09/01/2023] [Accepted: 09/03/2023] [Indexed: 11/25/2023]
Abstract
Real-time pH control on-chip is a crucial factor for cell-based experiments in microfluidics, yet difficult to realize. In this paper, we present a flexible pH regulator on a digital microfluidic (DMF) platform. The pico-dosing technology, which can generate and transfer satellite droplets, is presented to deliver alkali/acid into the sample solution to change the pH value of the sample. An image analysis method based on ImageJ is developed to calculate the delivered volume and an on-chip colorimetric method is proposed to determine the pH value of the sample solution containing the acid-base indicator. The calculated pH values show consistency with the measured ones. Our approach makes the real-time pH control of the on-chip biological experiment more easy to control and flexible.
Collapse
Affiliation(s)
- Haoran Li
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (H.L.); (M.L.); (P.-I.M.)
| | - Tao Peng
- Zhuhai UM Science & Technology Research Institute, Zhuhai 519085, China;
| | - Yunlong Zhong
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Meiqing Liu
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (H.L.); (M.L.); (P.-I.M.)
| | - Pui-In Mak
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (H.L.); (M.L.); (P.-I.M.)
- Zhuhai UM Science & Technology Research Institute, Zhuhai 519085, China;
| | - Rui P. Martins
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (H.L.); (M.L.); (P.-I.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
- Instituto Superior Técnico, Unversidade de Lisboa, 1049-001 Lisboa, Portugal
| | - Ping Wang
- Department of Hepatobiliary Surgery, The First Affiliated Hospital of Guangzhou Medical University, Guangzhou 510120, China
| | - Yanwei Jia
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (H.L.); (M.L.); (P.-I.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau 999078, China
| |
Collapse
|
6
|
Shen R, Lv A, Yi S, Wang P, Mak PI, Martins RP, Jia Y. Nucleic acid analysis on electrowetting-based digital microfluidics. Trends Analyt Chem 2022. [DOI: 10.1016/j.trac.2022.116826] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
|
7
|
Pakkirisami Churchill KK, Ramiah H, Chong G, Chen Y, Mak PI, Martins RP. A Fully-Integrated Ambient RF Energy Harvesting System with 423-μW Output Power. Sensors (Basel) 2022; 22:4415. [PMID: 35746197 PMCID: PMC9227311 DOI: 10.3390/s22124415] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2022] [Revised: 05/25/2022] [Accepted: 05/27/2022] [Indexed: 06/15/2023]
Abstract
This paper proposes a 2.4-GHz fully-integrated single-frequency multi-channel RF energy harvesting (RFEH) system with increased harvested power density. The RFEH can produce an output power of ~423-μW in harvesting ambient RF energy. The front-end consists of an on-chip impedance matching network with a stacked rectifier concurrently matched to a 50 Ω input source. The circuit mitigates the "dead-zone" by enhancing the pumping efficiency, achieved through the increase of Vgs drivability of the proposed internal gate boosting 6-stage low-input voltage charge pump and the 5-stage shared-auxiliary-biasing ring-voltage-controlled-oscillator (VCO) integrated to improve the start-up. The RFEH system, simulated in 180-nm complementary metal-oxide-semiconductor (CMOS), occupies an active area of 1.02 mm2. Post-layout simulations show a peak power conversion efficiency(PCE) of 21.15%, driving a 3.3-kΩ load at an input power of 0 dBm and sensitivity of -14.1 dBm corresponding to an output voltage, Vout,RFEH of 1.25 V.
Collapse
Affiliation(s)
| | - Harikrishnan Ramiah
- Centre of Research Industry 4.0 (CRI 4.0), Faculty of Engineering, University of Malaya, Kuala Lumpur 50603, Malaysia
| | | | - Yong Chen
- State-Key Laboratory of Analog and Mixed-Signal VLSI/IME, Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau 999078, China; (Y.C.); (P.-I.M.); (R.P.M.)
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI/IME, Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau 999078, China; (Y.C.); (P.-I.M.); (R.P.M.)
| | - Rui P. Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI/IME, Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau 999078, China; (Y.C.); (P.-I.M.); (R.P.M.)
- Instituto Superior Técnico, Universidade de Lisboa, 1099-085 Lisboa, Portugal
| |
Collapse
|
8
|
Li M, Wan L, Law MK, Meng L, Jia Y, Mak PI, Martins RP. One-shot high-resolution melting curve analysis for KRAS point-mutation discrimination on a digital microfluidics platform. Lab Chip 2022; 22:537-549. [PMID: 34904611 DOI: 10.1039/d1lc00564b] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/14/2023]
Abstract
Single-nucleotide polymorphism (SNP) plays a critical role in personalized medicine, forensics, pharmacogenetics, and disease diagnostics. Among different existing SNP genotyping techniques, melting curve analysis (MCA) becomes increasingly popular due to its high accuracy and straightforward procedures in extracting the melting temperature (Tm). Yet, its study on existing digital microfluidic (DMF) platforms has intrinsic limitations due to the temperature inhomogeneity within a thickened droplet during the on-chip rapid heating process. Although the utilization of an on-chip thermostat can regulate and monitor the dynamic melting process in real time, the limited Tm accuracy resulting from the insufficient system response time to accommodate the fast-melting evolution still poses a great challenge for precise MCA with high throughput. This work proposes a one-shot MCA on a DMF platform. The tailoring of a functional substrate with hierarchical micro/nano structure enables high-resolution patterning of pL-scale droplets. Specifically, the hydrothermal and photocatalysis treatment allows the functional substrate to exhibit a superwettability contrast of >170°, facilitating passive isolation of the pL-scale DNA sample into highly-resolved pL droplets above the 200 μm superhydrophilic patterns. This high-resolution MCA technique can successfully discriminate KRAS gene targets with single-nucleotide mutations in 3 seconds. The high accuracy and consistency in the acquired Tm when compared with off-chip results demonstrate its opportunities for near-patient diagnostics, precision medicines, genetic counseling, and prevention strategies on DMF platforms.
Collapse
Affiliation(s)
- Mingzhong Li
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
| | - Liang Wan
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Man-Kay Law
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Li Meng
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Yanwei Jia
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Pui-In Mak
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
| | - Rui P Martins
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Taipa, Macao, China.
- Faculty of Science and Technology - Electrical and Computer Engineering, University of Macau, Macao, China
- On leave from Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| |
Collapse
|
9
|
Zhai J, Li C, Li H, Yi S, Yang N, Miao K, Deng C, Jia Y, Mak PI, Martins RP. Cancer drug screening with an on-chip multi-drug dispenser in digital microfluidics. Lab Chip 2021; 21:4749-4759. [PMID: 34761772 DOI: 10.1039/d1lc00895a] [Citation(s) in RCA: 16] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/13/2023]
Abstract
Microfluidics has been the most promising platform for drug screening with a limited number of cells. However, convenient on-chip preparation of a wide range of drug concentrations remains a large challenge and has restricted wide acceptance of microfluidics in precision medicine. In this paper, we report a digital microfluidic system with an innovative control structure and chip design for on-chip drug dispensing to generate concentrations that span three to four orders of magnitude, enabling single drug or combinatorial multi-drug screening with simple electronic control. Specifically, we utilize droplet ejection from a drug drop sitting on a special electrode, named a drug dispenser, under high-voltage pulse actuation to deliver the desired amount of drugs to be picked up by a cell suspension drop driven by low-voltage sine wave actuation. Our proof-of-principle validation for this technique as a convenient single and multi-drug screening involved testing of the drug toxicity of two chemotherapeutics, cisplatin (Cis) and epirubicin (EP), towards MDA-MB-231 breast cancer cells and MCF-10A normal breast cells. The results are consistent with those screened based on traditional 96-well plates. These findings demonstrate the reliability of the drug screening system with an on-chip drug dispenser. This system with fewer cancer cells, less drug consumption, a small footprint, and high scalability with regard to concentration could pave the way for drug screening on biopsied primary tumor cells for precision medicine or any concentration-related research.
Collapse
Affiliation(s)
- Jiao Zhai
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Department of Biomedical Sciences/Tung Biomedical Sciences Centre, City University of Hong Kong, Hong Kong, China
| | - Caiwei Li
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Faculty of Science and Technology - DECE, University of Macau, Macau, China
| | - Haoran Li
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Faculty of Science and Technology - DECE, University of Macau, Macau, China
| | - Shuhong Yi
- Liver Transplantation Center, The Third Affiliated Hospital, Sun Yat-sen University, Guangzhou, China
| | - Ning Yang
- Department of Electronic Information Engineering, Jiangsu University, Zhenjiang, China
| | - Kai Miao
- Faculty of Health Sciences, University of Macau, Macau, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau, China
| | - Chuxia Deng
- Faculty of Health Sciences, University of Macau, Macau, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau, China
| | - Yanwei Jia
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Faculty of Science and Technology - DECE, University of Macau, Macau, China
- Faculty of Health Sciences, University of Macau, Macau, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau, China
| | - Pui-In Mak
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Faculty of Science and Technology - DECE, University of Macau, Macau, China
| | - Rui P Martins
- State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China.
- Faculty of Science and Technology - DECE, University of Macau, Macau, China
- On leave from Instituto Superior Tecnico, Universidade de Lisboa, Portugal
| |
Collapse
|
10
|
Yang N, Hui W, Dong S, Zhang X, Shao L, Jia Y, Mak PI, Paulo da Silva Martins R. Temperature Tolerance Electric Cell-Substrate Impedance Sensing for Joint Assessment of Cell Viability and Vitality. ACS Sens 2021; 6:3640-3649. [PMID: 34449212 DOI: 10.1021/acssensors.1c01211] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Evaluation of the cell health status is critical for drug screening and cell physiological activity investigations. The existing cell health assessment methods are solely devoted to the study of cell vitality or viability, leading to an incomplete evaluation. Herein, we report a convenient and robust method for the joint assessment of cell viability and vitality based on electric cell-substrate impedance sensing (ECIS) supplied with an environmental temperature control. The static value of electric cell-substrate impedance reflects the survival rate of cells, while the temperature tolerance of cells demonstrates the cell vitality. It was found that the cell vitality evaluated by the temperature tolerance of cells was independent of the initial cell numbers, rendering the proposed method easy to utilize in various applications. We compared the temperature tolerance ECIS method with the traditional trypan blue staining method, the methyl thiazolyl tetrazolium assay, and the direct impedance sensing method for joint evaluation of cell viability and vitality in drug screening. The temperature tolerance ECIS method showed comparable results but with a simpler protocol, faster results, and less dependence on the sample conditions. By providing both information on cell viability and cell vitality, the proposed temperature tolerance ECIS method would pave the way in building a simple and robust sensing system for cell health evaluation.
Collapse
Affiliation(s)
- Ning Yang
- School of Electrical and Information Engineering, Jiangsu University, Jiangsu 212013, China
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China
| | - Wenhao Hui
- School of Electrical and Information Engineering, Jiangsu University, Jiangsu 212013, China
| | - Sizhe Dong
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China
- Faculty of Science and Technology—ECE, University of Macau, Macau 999078, China
| | - Xuming Zhang
- Department of Applied Physics, The Hong Kong Polytechnic University, Hong Kong, 999077, China
| | - Liyang Shao
- Department of Electrical and Electronic Engineering, Southern University of Science and Technology, Shenzhen, 518071, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China
- Faculty of Science and Technology—ECE, University of Macau, Macau 999078, China
- Faculty of Health Sciences, University of Macau, Macau 999078, China
- MoE Frontiers Science Center for Precision Oncology, University of Macau, Macau 999078, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China
- Faculty of Science and Technology—ECE, University of Macau, Macau 999078, China
| | - Rui Paulo da Silva Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China
- Faculty of Science and Technology—ECE, University of Macau, Macau 999078, China
- On Leave from Instituto Superior Técnico, Universidade de Lisboa, Lisboa 1000-001, Portugal
| |
Collapse
|
11
|
Liu M, Li H, Jia Y, Mak PI, Martins RP. SARS-CoV-2 RNA Detection with Duplex-Specific Nuclease Signal Amplification. Micromachines (Basel) 2021; 12:197. [PMID: 33672890 PMCID: PMC7918681 DOI: 10.3390/mi12020197] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/31/2021] [Revised: 02/10/2021] [Accepted: 02/11/2021] [Indexed: 12/23/2022]
Abstract
The emergence of the novel severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), a zoonotic pathogen, has led to the outbreak of coronavirus disease 2019 (COVID-19) pandemic and brought serious threats to public health worldwide. The gold standard method for SARS-CoV-2 detection requires both reverse transcription (RT) of the virus RNA to cDNA and then polymerase chain reaction (PCR) for the cDNA amplification, which involves multiple enzymes, multiple reactions and a complicated assay optimization process. Here, we developed a duplex-specific nuclease (DSN)-based signal amplification method for SARS-CoV-2 detection directly from the virus RNA utilizing two specific DNA probes. These specific DNA probes can hybridize to the target RNA at different locations in the nucleocapsid protein gene (N gene) of SARS-CoV-2 to form a DNA/RNA heteroduplex. DSN cleaves the DNA probe to release fluorescence, while leaving the RNA strand intact to be bound to another available probe molecule for further cleavage and fluorescent signal amplification. The optimized DSN amount, incubation temperature and incubation time were investigated in this work. Proof-of-principle SARS-CoV-2 detection was demonstrated with a detection sensitivity of 500 pM virus RNA. This simple, rapid, and direct RNA detection method is expected to provide a complementary method for the detection of viruses mutated at the PCR primer-binding regions for a more precise detection.
Collapse
Affiliation(s)
- Meiqing Liu
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (M.L.); (H.L.); (P.-I.M.); (R.P.M.)
| | - Haoran Li
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (M.L.); (H.L.); (P.-I.M.); (R.P.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (M.L.); (H.L.); (P.-I.M.); (R.P.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
- Faculty of Health Sciences, University of Macau, Macau 999078, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (M.L.); (H.L.); (P.-I.M.); (R.P.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
| | - Rui P. Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau 999078, China; (M.L.); (H.L.); (P.-I.M.); (R.P.M.)
- Faculty of Science and Technology–ECE, University of Macau, Macau 999078, China
- On Leave from Instituto Superior Técnico, Universidade de Lisboa, 1049-001 Lisboa, Portugal
| |
Collapse
|
12
|
Li H, Shen R, Dong C, Chen T, Jia Y, Mak PI, Martins RP. Turning on/off satellite droplet ejection for flexible sample delivery on digital microfluidics. Lab Chip 2020; 20:3709-3719. [PMID: 32974634 DOI: 10.1039/d0lc00701c] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Digital microfluidics has the potential to minimize and automate reactions in biochemical labs. However, the complexity of drop manipulation and sample preparation on-chip has limited its incorporation into daily workflow. In this paper, we report a novel method for flexible sample delivery on digital microfluidics in a wide volume range spanning four orders of magnitude from picoliters to nanoliters. The method is based on the phenomenon of satellite droplet ejection, triggered by a sudden change in the strength of the electric field across a drop on a hydrophobic dielectric surface. By precisely modulating the actuation signal with convenient external electric controls, satellite droplet ejection can be turned on to dispense samples or turned off to transport picking-up drops. A pico-dosing design is presented and validated in this work to demonstrate the direct and flexible on-chip sample delivery. This approach could pave the way for the acceptance of microfluidics as a common platform for daily reactions to realize lab-on-a-chip.
Collapse
Affiliation(s)
- Haoran Li
- The State Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China.
| | | | | | | | | | | | | |
Collapse
|
13
|
Zhai J, Li H, Wong AHH, Dong C, Yi S, Jia Y, Mak PI, Deng C, Martins RP. A Novel and Robust Single-cell Trapping Method on Digital Microfluidics. Bio Protoc 2020; 10:e3769. [PMID: 33659427 PMCID: PMC7842684 DOI: 10.21769/bioprotoc.3769] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2020] [Revised: 07/29/2020] [Accepted: 07/22/2020] [Indexed: 11/02/2022] Open
Abstract
Due to cell heterogeneity, the differences among individual cells are averaged out in bulk analysis methods, especially in the analysis of primary tumor biopsy samples from patients. To deeply understand the cell-to-cell variation in a primary tumor, single-cell culture and analysis with limited amount of cells are in high demand. Microfluidics has been an optimum platform to address the issue given its small reaction volume requirements. Digital microfluidics, which utilizes an electric signal to manipulate individual droplets has shown promise in cell-culture with easy controls. In this work, we realize single cell trapping on digital microfluidic platform by fabricating 3D microstructures on-chip to form semi-closed micro-wells. With this design, 20% of 30 x 30 array can be occupied by isolated single cells. We also use a low evaporation silicon oil and a fluorinated surfactant to lower the droplet actuation voltage and prevent the drop from evaporation, while allowing cell respiration during the long term of culture (24 h). The main steps for single cell trapping on digital microfluidics, as illustrated in this protocol, include 3D microstructures design, 3D microstructures construction on chip and oil film with surfactant for single cell trapping on chip.
Collapse
Affiliation(s)
- Jiao Zhai
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
| | - Haoran Li
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
| | - Ada Hang-Heng Wong
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau, China
| | - Cheng Dong
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
| | - Shuhong Yi
- Liver Transplantation Center, the Third Affiliated Hospital, Sun Yat-sen University, Guangzhou 510000, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
| | - Chuxia Deng
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau, China
| | - Rui P. Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macao SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
- Instituto Superior Técnico, Universidade de Lisboa, Portugal
| |
Collapse
|
14
|
Shen R, Jia Y, Mak PI, Martins RP. Clip-to-release on amplification (CRoA): a novel DNA amplification enhancer on and off microfluidics. Lab Chip 2020; 20:1928-1938. [PMID: 32352133 DOI: 10.1039/d0lc00318b] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Abstract
Despite its high sensitivity, low cost, and high efficiency as a DNA amplification indicator with a yes/no answer, dsDNA-binding dye encounters incompatibility when used in microfluidic systems, resulting in problems such as false negative amplification results. Besides, its inhibition of amplification at high concentrations hinders its application both on-chip and off-chip. In this study, we propose a novel DNA amplification enhancer to counteract the drawbacks of dsDNA-binding dyes. It acts as a temporary reservoir for the free-floating dyes in solution and releases them on demand during the amplification process. Through this clip-to-release on amplification mechanism, the enhancer lowered the background fluorescence of sample droplets before amplification, enhanced the signal-to-background ratio of positive samples, and eliminated the false negative signal of on-chip PCR. Moreover, the enhancer increased the off-chip polymerase chain reaction (PCR) efficiency, boosted the fluorescence signal up to 10-fold, and made less nonspecific amplification product. All the factors affecting the enhancer's performance are investigated in detail, including its structure and concentration, and the types of dsDNA-binding dye used in the reaction. Finally, we demonstrated the broad application of the proposed amplification enhancer in various DNA amplification systems, for various genes, and on various amplification platforms. It would reignite the utilization of dsDNA dyes for wider applications in DNA analysis both on-chip and off-chip.
Collapse
Affiliation(s)
- Ren Shen
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China. and Faculty of Science and Technology - ECE, University of Macau, Macau, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China. and Faculty of Science and Technology - ECE, University of Macau, Macau, China and Faculty of Health Sciences, University of Macau, Macau, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China. and Faculty of Science and Technology - ECE, University of Macau, Macau, China
| | - Rui P Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau, China. and Faculty of Science and Technology - ECE, University of Macau, Macau, China and On Leave from Instituto Superior Técnico, Universidade de Lisboa, Portugal
| |
Collapse
|
15
|
Abstract
Portable NMR combining a permanent magnet and a complementary metal-oxide-semiconductor (CMOS) integrated circuit has recently emerged to offer the long desired online, on-demand, or in situ NMR analysis of small molecules for chemistry and biology. Here we take this cutting-edge technology to the next level by introducing parallelism to a state-of-the-art portable NMR platform to accelerate its experimental throughput, where NMR is notorious for inherently low throughput. With multiple (N) samples inside a single magnet, we perform simultaneous NMR analyses using a single silicon electronic chip, going beyond the traditional single-sample-per-magnet paradigm. We execute the parallel analyses via either time-interleaving or magnetic resonance imaging (MRI). In the time-interleaving method, the N samples occupy N separate NMR coils: we connect these N NMR coils to the single silicon chip one after another and repeat these sequential NMR scans. This time-interleaving is an effective parallelization, given a long recovery time of a single NMR scan. To demonstrate this time-interleaved parallelism, we use N = 2 for high-resolution multidimensional spectroscopy such as J-coupling resolved free induction decay spectroscopy and correlation spectroscopy (COSY) with the field homogeneity carefully optimized (<0.16 ppm) and N = 4 for multidimensional relaxometry such as diffusion-edited T2 mapping and T1-T2 correlation mapping, expediting the throughput by 2-4 times. In the MRI technique, the N samples (N = 18 in our demonstration) share 1 NMR coil connected to the single silicon chip and are imaged all at once multiple times, which reveals the relaxation time of all N samples simultaneously. This imaging-based approach accelerates the relaxation time measurement by 4.5 times, and it could be by 18 times if the signal-to-noise were not limited. Overall, this work demonstrates the first portable high-resolution multidimensional NMR with throughput-accelerating parallelism.
Collapse
Affiliation(s)
- Ka-Meng Lei
- State Key Laboratory of Analog and Mixed-Signal VLSI , University of Macau , Macau , P. R. China.,John A. Paulson School of Engineering and Applied Sciences , Harvard University , Cambridge , Massachusetts 02138 , United States
| | - Dongwan Ha
- John A. Paulson School of Engineering and Applied Sciences , Harvard University , Cambridge , Massachusetts 02138 , United States
| | - Yi-Qiao Song
- Schlumberger-Doll Research Center , Cambridge , Massachusetts 02139 , United States
| | - Robert M Westervelt
- John A. Paulson School of Engineering and Applied Sciences , Harvard University , Cambridge , Massachusetts 02138 , United States.,Department of Physics , Harvard University , Cambridge , Massachusetts 02138 , United States
| | - Rui Martins
- State Key Laboratory of Analog and Mixed-Signal VLSI , University of Macau , Macau , P. R. China.,Instituto Superior Técnico , Universidade de Lisboa , Lisbon 1049-001 , Portugal
| | - Pui-In Mak
- State Key Laboratory of Analog and Mixed-Signal VLSI , University of Macau , Macau , P. R. China
| | - Donhee Ham
- John A. Paulson School of Engineering and Applied Sciences , Harvard University , Cambridge , Massachusetts 02138 , United States
| |
Collapse
|
16
|
Zhai J, Li H, Wong AHH, Dong C, Yi S, Jia Y, Mak PI, Deng CX, Martins RP. A digital microfluidic system with 3D microstructures for single-cell culture. Microsyst Nanoeng 2020; 6:6. [PMID: 34567621 PMCID: PMC8433300 DOI: 10.1038/s41378-019-0109-7] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/06/2019] [Revised: 08/12/2019] [Accepted: 09/30/2019] [Indexed: 05/12/2023]
Abstract
Despite the precise controllability of droplet samples in digital microfluidic (DMF) systems, their capability in isolating single cells for long-time culture is still limited: typically, only a few cells can be captured on an electrode. Although fabricating small-sized hydrophilic micropatches on an electrode aids single-cell capture, the actuation voltage for droplet transportation has to be significantly raised, resulting in a shorter lifetime for the DMF chip and a larger risk of damaging the cells. In this work, a DMF system with 3D microstructures engineered on-chip is proposed to form semi-closed micro-wells for efficient single-cell isolation and long-time culture. Our optimum results showed that approximately 20% of the micro-wells over a 30 × 30 array were occupied by isolated single cells. In addition, low-evaporation-temperature oil and surfactant aided the system in achieving a low droplet actuation voltage of 36V, which was 4 times lower than the typical 150 V, minimizing the potential damage to the cells in the droplets and to the DMF chip. To exemplify the technological advances, drug sensitivity tests were run in our DMF system to investigate the cell response of breast cancer cells (MDA-MB-231) and breast normal cells (MCF-10A) to a widely used chemotherapeutic drug, Cisplatin (Cis). The results on-chip were consistent with those screened in conventional 96-well plates. This novel, simple and robust single-cell trapping method has great potential in biological research at the single cell level.
Collapse
Affiliation(s)
- Jiao Zhai
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
| | - Haoran Li
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
| | - Ada Hang-Heng Wong
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Cheng Dong
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
| | - Shuhong Yi
- Liver Transplantation Center, the Third Affiliated Hospital, Sun Yat-sen University, 510000 Guangzhou, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
| | - Chu-Xia Deng
- Cancer Center, Faculty of Health Sciences, University of Macau, Macau SAR, China
| | - Rui P. Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Institute of Microelectronics, University of Macau, Macau SAR, China
- Faculty of Science and Technology-ECE, University of Macau, Macau SAR, China
- on leave from Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| |
Collapse
|
17
|
Wong AHH, Li H, Jia Y, Mak PI, da Silva Martins RP, Liu Y, Vong CM, Wong HC, Wong PK, Wang H, Sun H, Deng CX. Author Correction: Drug screening of cancer cell lines and human primary tumors using droplet microfluidics. Sci Rep 2019; 9:18660. [PMID: 31796858 PMCID: PMC6890660 DOI: 10.1038/s41598-019-55120-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Affiliation(s)
- Ada Hang-Heng Wong
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China
| | - Haoran Li
- State-Key Laboratory of Analog and Mixed-Signal VLSI (AMSV), University of Macau, Macau, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI (AMSV), University of Macau, Macau, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI (AMSV), University of Macau, Macau, China.,Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Rui Paulo da Silva Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI (AMSV), University of Macau, Macau, China.,Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Macau, China.,Instituto Superior Técnico, Universidade de Lisboa, Lisboa, Portugal
| | - Yan Liu
- Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, Macau, China
| | - Chi Man Vong
- Department of Computer and Information Science, Faculty of Science and Technology, University of Macau, Macau, China
| | - Hang Cheong Wong
- Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Pak Kin Wong
- Department of Electromechanical Engineering, Faculty of Science and Technology, University of Macau, Macau, China
| | - Haitao Wang
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China
| | - Heng Sun
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China
| | - Chu-Xia Deng
- Cancer Centre, Faculty of Health Sciences, University of Macau, Macau, China.
| |
Collapse
|
18
|
Dong C, Jia Y, Gao J, Chen T, Mak PI, Vai MI, Martins RP. A 3D microblade structure for precise and parallel droplet splitting on digital microfluidic chips. Lab Chip 2017; 17:896-904. [PMID: 28194461 DOI: 10.1039/c6lc01539e] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/14/2023]
Abstract
Existing digital microfluidic (DMF) chips exploit the electrowetting on dielectric (EWOD) force to perform droplet splitting. However, the current splitting methods are not flexible and the volume of the droplets suffers from a large variation. Herein, we propose a DMF chip featuring a 3D microblade structure to enhance the droplet-splitting performance. By exploiting the EWOD force for shaping and manipulating the mother droplet, we obtain an average dividing error of <2% in the volume of the daughter droplets for a number of fluids such as deionized water, DNA solutions and DNA-protein mixtures. Customized droplet splitting ratios of up to 20 : 80 are achieved by positioning the blade at the appropriate position. Additionally, by fabricating multiple 3D microblades on one electrode, two to five uniform daughter droplets can be generated simultaneously. Finally, by taking synthetic DNA targets and their corresponding molecular beacon probes as a model system, multiple potential pathogens that cause sepsis are detected rapidly on the 3D-blade-equipped DMF chip, rendering it as a promising tool for parallel diagnosis of diseases.
Collapse
Affiliation(s)
- Cheng Dong
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China. and Faculty of Science and Technology - ECE, University of Macau, Macao, China
| | - Yanwei Jia
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China.
| | - Jie Gao
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China.
| | - Tianlan Chen
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China.
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China. and Faculty of Science and Technology - ECE, University of Macau, Macao, China
| | - Mang-I Vai
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China. and Faculty of Science and Technology - ECE, University of Macau, Macao, China
| | - Rui P Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China. and Faculty of Science and Technology - ECE, University of Macau, Macao, China
| |
Collapse
|
19
|
Chen Z, Law MK, Mak PI, Martins RP. A Single-Chip Solar Energy Harvesting IC Using Integrated Photodiodes for Biomedical Implant Applications. IEEE Trans Biomed Circuits Syst 2017; 11:44-53. [PMID: 27529876 DOI: 10.1109/tbcas.2016.2553152] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/06/2023]
Abstract
In this paper, an ultra-compact single-chip solar energy harvesting IC using on-chip solar cell for biomedical implant applications is presented. By employing an on-chip charge pump with parallel connected photodiodes, a 3.5 × efficiency improvement can be achieved when compared with the conventional stacked photodiode approach to boost the harvested voltage while preserving a single-chip solution. A photodiode-assisted dual startup circuit (PDSC) is also proposed to improve the area efficiency and increase the startup speed by 77%. By employing an auxiliary charge pump (AQP) using zero threshold voltage (ZVT) devices in parallel with the main charge pump, a low startup voltage of 0.25 V is obtained while minimizing the reversion loss. A 4 Vin gate drive voltage is utilized to reduce the conduction loss. Systematic charge pump and solar cell area optimization is also introduced to improve the energy harvesting efficiency. The proposed system is implemented in a standard 0.18- [Formula: see text] CMOS technology and occupies an active area of 1.54 [Formula: see text]. Measurement results show that the on-chip charge pump can achieve a maximum efficiency of 67%. With an incident power of 1.22 [Formula: see text] from a halogen light source, the proposed energy harvesting IC can deliver an output power of 1.65 [Formula: see text] at 64% charge pump efficiency. The chip prototype is also verified using in-vitro experiment.
Collapse
|
20
|
Abstract
Complementary metal oxide semiconductor (CMOS) technology enables low-cost and large-scale integration of transistors and physical sensing materials on tiny chips (e.g., <1 cm2), seamlessly combining the two key functions of biosensors: transducing and signal processing. Recent CMOS biosensors unified different transducing mechanisms (impedance, fluorescence, and nuclear spin) and readout electronics have demonstrated competitive sensitivity for in vitro diagnosis, such as detection of DNA (down to 10 aM), protein (down to 10 fM), or bacteria/cells (single cell). Herein, we detail the recent advances in CMOS biosensors, centering on their key principles, requisites, and applications. Together, these may contribute to the advancement of our healthcare system, which should be decentralized by broadly utilizing point-of-care diagnostic tools.
Collapse
Affiliation(s)
- Ka-Meng Lei
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, China. and Faculty of Science and Technology, Dept. of ECE, University of Macau, China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, China. and Faculty of Science and Technology, Dept. of ECE, University of Macau, China
| | - Man-Kay Law
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, China.
| | - Rui P Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, China. and Faculty of Science and Technology, Dept. of ECE, University of Macau, China and On leave from Instituto Superior Técnico, Universidade de Lisboa, Portugal
| |
Collapse
|
21
|
Yu Y, Pun SH, Mak PU, Cheng CH, Wang J, Mak PI, Vai MI. Design of a Collapse-Mode CMUT With an Embossed Membrane for Improving Output Pressure. IEEE Trans Ultrason Ferroelectr Freq Control 2016; 63:854-863. [PMID: 27101605 DOI: 10.1109/tuffc.2016.2554612] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
Capacitive micromachined ultrasonic transducers (CMUTs) have emerged as a competitive alternative to piezoelectric ultrasonic transducers, especially in medical ultrasound imaging and therapeutic ultrasound applications, which require high output pressure. However, as compared with piezoelectric ultrasonic transducers, the output pressure capability of CMUTs remains to be improved. In this paper, a novel structure is proposed by forming an embossed vibrating membrane on a CMUT cell operating in the collapse mode to increase the maximum output pressure. By using a beam model in undamped conditions and finite-element analysis simulations, the proposed embossed structure showed improvement on the maximum output pressure of the CMUT cell when the embossed pattern was placed on the estimated location of the peak deflection. As compared with a uniform membrane CMUT cell worked in the collapse mode, the proposed CMUT cell can yield the maximum output pressure by 51.1% and 88.1% enhancement with a single embossed pattern made of Si3N4 and nickel, respectively. The maximum output pressures were improved by 34.9% (a single Si3N4 embossed pattern) and 46.7% (a single nickel embossed pattern) with the uniform membrane when the center frequencies of both original and embossed CMUT designs were similar.
Collapse
|
22
|
Ngai JCF, Mak PI, Siu SWI. ProtPOS: a python package for the prediction of protein preferred orientation on a surface. ACTA ACUST UNITED AC 2016; 32:2537-8. [PMID: 27153619 PMCID: PMC4978930 DOI: 10.1093/bioinformatics/btw182] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2015] [Accepted: 03/03/2016] [Indexed: 11/27/2022]
Abstract
Summary: Atomistic molecular dynamics simulation is a promising technique to investigate the energetics and dynamics in the protein–surface adsorption process which is of high relevance to modern biotechnological applications. To increase the chance of success in simulating the adsorption process, favorable orientations of the protein at the surface must be determined. Here, we present ProtPOS which is a lightweight and easy-to-use python package that can predict low-energy protein orientations on a surface of interest. It combines a fast conformational sampling algorithm with the energy calculation of GROMACS. The advantage of ProtPOS is it allows users to select any force fields suitable for the system at hand and provide structural output readily available for further simulation studies. Availability and Implementation: ProtPOS is freely available for academic and non-profit uses at http://cbbio.cis.umac.mo/software/protpos Supplementary information:Supplementary data are available at Bioinformatics online. Contact: shirleysiu@umac.mo
Collapse
Affiliation(s)
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI, Faculty of Science and Technology, University of Macau (UM), Avenida da Universidade, Taipa, Macau, China
| | | |
Collapse
|
23
|
Chen T, Jia Y, Dong C, Gao J, Mak PI, Martins RP. Sub-7-second genotyping of single-nucleotide polymorphism by high-resolution melting curve analysis on a thermal digital microfluidic device. Lab Chip 2016; 16:743-752. [PMID: 26781669 DOI: 10.1039/c5lc01533b] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/05/2023]
Abstract
We developed a thermal digital microfluidic (T-DMF) device enabling ultrafast DNA melting curve analysis (MCA). Within 7 seconds, the T-DMF device succeeded in differentiating a melting point difference down to 1.6 °C with a variation of 0.3 °C in a tiny droplet sample (1.2 μL), which was 300 times faster and with 20 times less sample spending than the standard MCA (35 minutes, 25 μL) run in a commercial qPCR machine. Such a performance makes it possible for a rapid discrimination of single-nucleotide mutation relevant to prompt clinical decision-making. Also, aided by electronic intelligent control, the T-DMF device facilitates sample handling and pipelining in an automatic serial manner. An optimized oval-shaped thermal electrode is introduced to achieve high thermal uniformity. A device-sealing technique averts sample contamination and permits uninterrupted chemical/biological reactions. Simple fabrication using a single chromium layer fulfills both the thermal and typical transport electrode requirements. Capable of thermally modulating DNA samples with ultrafast MCA, this T-DMF device has the potential for a wide variety of life science analyses, especially for disease diagnosis and prognosis.
Collapse
Affiliation(s)
- Tianlan Chen
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China.
| | | | | | | | | | | |
Collapse
|
24
|
Yang L, Nan W, Qu X, Wan F, Mak PI, Mak PU, Vai MI, Hu Y, Rosa A. Beta/theta ratio neurofeedback training effects on the spectral topography of EEG. Annu Int Conf IEEE Eng Med Biol Soc 2016; 2015:4741-4. [PMID: 26737353 DOI: 10.1109/embc.2015.7319453] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
Neurofeedback training (NFT) has shown positive effects on cognition and behavior enhancement as well as clinical treatment. However, little is known about the training effects in brain activity besides training location which is crucial for understanding the mechanism of neurofeedback and enhancing training efficiency. This study aimed to investigate beta/theta ratio (BTR) NFT effects on the spectral topography of electroencephalogram (EEG). Eleven healthy volunteers completed 25 sessions of NFT in consecutive five days with 5 sessions per day. The results showed that BTR NFT in occipital region did have significant effect on parietal, central and frontal regions, and the changes of BTR and theta amplitude detected in these regions were consistent with the changes at the training location. Moreover, the percentage changes of BTR and theta amplitude in parietal region were significantly greater than those in frontal region probably due to the shorter distance to the training location.
Collapse
|
25
|
Lei KM, Mak PI, Law MK, Martins RP. A palm-size μNMR relaxometer using a digital microfluidic device and a semiconductor transceiver for chemical/biological diagnosis. Analyst 2016; 140:5129-37. [PMID: 26034784 DOI: 10.1039/c5an00500k] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Herein, we describe a micro-nuclear magnetic resonance (μNMR) relaxometer miniaturized to palm-size and electronically automated for multi-step and multi-sample chemical/biological diagnosis. The co-integration of microfluidic and microelectronic technologies enables an association between the droplet managements and μNMR assays inside a portable sub-Tesla magnet (1.2 kg, 0.46 Tesla). Targets in unprocessed biological samples, captured by specific probe-decorated magnetic nanoparticles (NPs), can be sequentially quantified by their spin-spin relaxation time (T2) via multiplexed μNMR screening. Distinct droplet samples are operated by a digital microfluidic device that electronically manages the electrowetting-on-dielectric effects over an electrode array. Each electrode (3.5 × 3.5 mm(2)) is scanned with capacitive sensing to locate the distinct droplet samples in real time. A cross-domain-optimized butterfly-coil-input semiconductor transceiver transduces between magnetic and electrical signals to/from a sub-10 μL droplet sample for high-sensitivity μNMR screening. A temperature logger senses the ambient temperature (0 to 40 °C) and a backend processor calibrates the working frequency for the transmitter to precisely excite the protons. In our experiments, the μNMR relaxometer quantifies avidin using biotinylated Iron NPs (Φ: 30 nm, [Fe]: 0.5 mM) with a sensitivity of 0.2 μM. Auto-handling and identification of two targets (avidin and water) are demonstrated and completed within 2.2 min. This μNMR relaxometer holds promise for combinatorial chemical/biological diagnostic protocols using closed-loop electronic automation.
Collapse
Affiliation(s)
- Ka-Meng Lei
- State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, China.
| | | | | | | |
Collapse
|
26
|
Abstract
A silane-based adhesion promoter suitable for a multi-dielectric-layer coating on a digital microfluidic chip is reported.
Collapse
Affiliation(s)
- Jie Gao
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Tianlan Chen
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Cheng Dong
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Yanwei Jia
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Pui-In Mak
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Mang-I. Vai
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| | - Rui P. Martins
- State Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- Avenida da Universidade
- Taipa
- China
| |
Collapse
|
27
|
Abstract
We present a modular nuclear magnetic resonance–digital microfluidics (NMR–DMF) system as a portable diagnostic platform for miniaturized biological assays.
Collapse
Affiliation(s)
- Ka-Meng Lei
- State-Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- China
| | - Pui-In Mak
- State-Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- China
| | - Man-Kay Law
- State-Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- China
| | - Rui P. Martins
- State-Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE
- University of Macau
- China
- Instituto Superior Técnico
- University of Lisbon
| |
Collapse
|
28
|
Jia Y, Mak PI, Massey C, Martins RP, Wangh LJ. Construction of a microfluidic chip, using dried-down reagents, for LATE-PCR amplification and detection of single-stranded DNA. Lab Chip 2013; 13:4635-4641. [PMID: 24113690 DOI: 10.1039/c3lc51049b] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
LATE-PCR is an advanced form of non-symmetric PCR that efficiently generates single-stranded DNA which can readily be characterized at the end of amplification by hybridization to low-temperature fluorescent probes. We demonstrate here for the first time that monoplex and duplex LATE-PCR amplification and probe target hybridization can be carried out in double layered PDMS microfluidics chips containing dried reagents. Addition of a set of reagents during dry down overcomes the common problem of single-stranded oligonucleotide binding to PDMS. These proof-of-principle results open the way to construction of inexpensive point-of-care devices that take full advantage of the analytical power of assays built using LATE-PCR and low-temperature probes.
Collapse
Affiliation(s)
- Yanwei Jia
- Department of Biology, Brandeis University, 415 South Street, Waltham, MA 02454, USA.
| | | | | | | | | |
Collapse
|
29
|
Li MZ, Ieong CI, Law MK, Mak PI, Vai MI, Martins RP. Sub-threshold standard cell library design for ultra-low power biomedical applications. Annu Int Conf IEEE Eng Med Biol Soc 2013; 2013:1454-7. [PMID: 24109972 DOI: 10.1109/embc.2013.6609785] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
Portable/Implantable biomedical applications usually exhibit stringent power budgets for prolonging battery life time, but loose operating frequency requirements due to small bio-signal bandwidths, typically below a few kHz. The use of sub-threshold digital circuits is ideal in such scenario to achieve optimized power/speed tradeoffs. This paper discusses the design of a sub-threshold standard cell library using a standard 0.18-µm CMOS technology. A complete library of 56 standard cells is designed and the methodology is ensured through schematic design, transistor width scaling and layout design, as well as timing, power and functionality characterization. Performance comparison between our sub-threshold standard cell library and a commercial standard cell library using a 5-stage ring oscillator and an ECG designated FIR filter is performed. Simulation results show that our library achieves a total power saving of 95.62% and a leakage power reduction of 97.54% when compared with the same design implemented by the commercial standard cell library (SCL).
Collapse
|
30
|
Zhang TT, Mak PI, Vai MI, Mak PU, Law MK, Pun SH, Wan F, Martins RP. 15-nW Biopotential LPFs in 0.35- μm CMOS using subthreshold-source-follower Biquads with and without gain compensation. IEEE Trans Biomed Circuits Syst 2013; 7:690-702. [PMID: 24232630 DOI: 10.1109/tbcas.2013.2238233] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Most biopotential readout front-ends rely on the g m- C lowpass filter (LPF) for forefront signal conditioning. A small g m realizes a large time constant ( τ = C / g m) suitable for ultra-low-cutoff filtering, saving both power and area. Yet, the noise and linearity can be compromised, given that each g m cell can involve one or several noisy and nonlinear V- I conversions originated from the active devices. This paper proposes the subthreshold-source-follower (SSF) Biquad as a prospective alternative. It features: 1) a very small number of active devices reducing the noise and nonlinearity footsteps; 2) No explicit feedback in differential implementation, and 3) extension of filter order by cascading. This paper presents an in-depth treatment of SSF Biquad in the nW-power regime, analyzing its power and area tradeoffs with gain, linearity and noise. A gain-compensation (GC) scheme addressing the gain-loss problem of NMOS-based SSF Biquad due to the body effect is also proposed. Two 100-Hz 4th-order Butterworth LPFs using the SSF Biquads with and without GC were fabricated in 0.35- μm CMOS. Measurement results show that the non-GC (GC) LPF can achieve a DC gain of -3.7 dB (0 dB), an input-referred noise of 36 μV rms (29 μV rms ), a HD3@60 Hz of -55.2 dB ( - 60.7 dB) and a die size of 0.11 mm² (0.08 mm²). Both LPFs draw 15 nW at 3 V. The achieved figure-of-merits (FoMs) are favorably comparable with the state-of-the-art.
Collapse
|
31
|
Cao T, Wan F, Mak PU, Mak PI, Vai MI, Hu Y. Flashing color on the performance of SSVEP-based brain-computer interfaces. Annu Int Conf IEEE Eng Med Biol Soc 2013; 2012:1819-22. [PMID: 23366265 DOI: 10.1109/embc.2012.6346304] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
A critical problem in using steady-state visual evoked potential (SSVEP) based brain-computer interfaces (BCIs) for clinical and commercial use is the visual fatigue the user may suffer when staring at flashing stimuli. Aiming at the design of user-friendly BCIs with satisfactory performance, this work is to preliminarily investigate how different colors influence the SSVEP (i.e. frequency or phase) and system performance. The results show that white stimuli can lead to the highest performance, followed by gray, red, green and blue stimuli.
Collapse
Affiliation(s)
- Teng Cao
- Department of Electrical and Computer Engineering, Faculty of Science and Technology, University of Macau, Av.Padre Tomás Pereira, Taipa, Macau, China.
| | | | | | | | | | | |
Collapse
|
32
|
Gao J, Liu X, Chen T, Mak PI, Du Y, Vai MI, Lin B, Martins RP. An intelligent digital microfluidic system with fuzzy-enhanced feedback for multi-droplet manipulation. Lab Chip 2013; 13:443-451. [PMID: 23232546 DOI: 10.1039/c2lc41156c] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/01/2023]
Abstract
The complexity of droplet hydrodynamics on a digital microfluidic (DMF) system eventually weakens its potential for application in large-scale chemical/biological micro-reactors. We describe here an intelligent DMF technology to address that intricacy. A wide variety of control-engaged droplet manageability is proposed and demonstrated through the operation of our modular DMF prototype, which comprises: (i) rigid profiling ability of different droplet's hydrodynamics under a real-time trajectory track of droplet-derived capacitance, permitting accurate and autonomous multi-droplet positioning without visual setup and heavy image signal processing; (ii) fuzzy-enhanced controllability saving up to 21% charging time when compared with the classical approach, enhancing the throughput, fidelity and lifetime of the DMF chip, while identifying and renouncing those weakened electrodes deteriorated over time, and (iii) expert manipulability of multi-droplet routings under countermeasure decisions in real time, preventing droplet-to-droplet or task-to-task interference. Altogether, this work exhibits the first modular DMF system with built-in electronic-control software-defined intelligence to enhance the fidelity and reliability of each droplet operation, allowing future manufacturability of a wide range of life science analyses and combinatorial chemical screening applications.
Collapse
Affiliation(s)
- Jie Gao
- State-Key Laboratory of Analog and Mixed-Signal VLSI and FST-ECE, University of Macau, Taipa, Macao, China
| | | | | | | | | | | | | | | |
Collapse
|
33
|
Ieong CI, Mak PI, Lam CP, Dong C, Vai MI, Mak PU, Pun SH, Wan F, Martins RP. A 0.83- μW QRS detection processor using quadratic spline wavelet transform for wireless ECG acquisition in 0.35- μm CMOS. IEEE Trans Biomed Circuits Syst 2012; 6:586-595. [PMID: 23853259 DOI: 10.1109/tbcas.2012.2188798] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/02/2023]
Abstract
Healthcare electronics count on the effectiveness of the on-patient signal preprocessing unit to moderate the wireless data transfer for better power efficiency. In order to reduce the system power in long-time ECG acquisition, this work describes an on-patient QRS detection processor for arrhythmia monitoring. It extracts the concerned ECG part, i.e., the RR-interval between the QRS complex for evaluating the heart rate variability. The processor is structured by a scale-3 quadratic spline wavelet transform followed by a maxima modulus recognition stage. The former is implemented via a symmetric FIR filter, whereas the latter includes a number of feature extraction steps: zero-crossing detection, peak (zero-derivative) detection, threshold adjustment and two finite state machines for executing the decision rules. Fabricated in 0.35-μm CMOS the 300-Hz processor draws only 0.83 μW, which is favorably comparable with the prior arts. In the system tests, the input data is placed via an on-chip 10-bit SAR analog-to-digital converter, while the output data is emitted via an off-the-shelf wireless transmitter (TI CC2500) that is configurable by the processor for different data transmission modes: 1) QRS detection result, 2) raw ECG data or 3) both. Validated with all recordings from the MIT-BIH arrhythmia database, 99.31% sensitivity and 99.70% predictivity are achieved. Mode 1 with solely the result of QRS detection exhibits 6× reduction of system power over modes 2 and 3.
Collapse
Affiliation(s)
- Chio-In Ieong
- Department of Electrical and Computer Engineering, Faculty of Science and Technology,University of Macau, Taipa, Macao 999078, China.
| | | | | | | | | | | | | | | | | |
Collapse
|
34
|
Nan W, Rodrigues JP, Ma J, Qu X, Wan F, Mak PI, Mak PU, Vai MI, Rosa A. Individual alpha neurofeedback training effect on short term memory. Int J Psychophysiol 2012; 86:83-7. [PMID: 22864258 DOI: 10.1016/j.ijpsycho.2012.07.182] [Citation(s) in RCA: 106] [Impact Index Per Article: 8.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/20/2012] [Revised: 06/15/2012] [Accepted: 07/25/2012] [Indexed: 11/18/2022]
Abstract
Memory performance has been reported to be associated with electroencephalogram (EEG) alpha activity. This study aimed to improve short term memory performance by individual alpha neurofeedback training (NFT). With appropriate protocol designed for NFT, the experimental results showed that the participants were able to learn to increase the relative amplitude in individual alpha band during NFT and short term memory performance was significantly enhanced by 20 sessions of NFT. More importantly, further analysis revealed that the improvement of short term memory was positively correlated with the increase of the relative amplitude in the individual upper alpha band during training. In addition, effective strategies for individual alpha training varied among individuals and the most successful mental strategies were related to positive thinking.
Collapse
Affiliation(s)
- Wenya Nan
- Department of Electrical and Computer Engineering, University of Macau, Macau
| | | | | | | | | | | | | | | | | |
Collapse
|
35
|
Zhang TT, Mak PI, Vai MI, Mak PU, Wan F, Martins RP. An ultra-low-power filtering technique for biomedical applications. Annu Int Conf IEEE Eng Med Biol Soc 2011; 2011:1859-1862. [PMID: 22254692 DOI: 10.1109/iembs.2011.6090528] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/31/2023]
Abstract
This paper describes an ultra-low-power filtering technique for biomedical applications designated as T-wave sensing in heart-activities detection systems. The topology is based on a source-follower-based Biquad operating in the sub-threshold region. With the intrinsic advantages of simplicity and high linearity of the source-follower, ultra-low-cutoff filtering can be achieved, simultaneously with ultra low power and good linearity. An 8(th)-order 2.4-Hz lowpass filter design example optimized in a 0.35-μm CMOS process was designed achieving over 85-dB dynamic range, 74-dB stopband attenuation and consuming only 0.36 nW at a 3-V supply.
Collapse
Affiliation(s)
- Tan-Tan Zhang
- Biomedical Engineering Laboratory, FST and State-Key Laboratory of Analog and Mixed-Signal VLSI, University of Macau, Macao, China
| | | | | | | | | | | |
Collapse
|