1
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Yamura S, Kawada N, Yamakado S, Kyosei Y, Watabe S, Yoshimura T, Murase Y, Mitarai S, Ito E. Non-amplification nucleic acid detection with thio-NAD cycling. J Microbiol Methods 2023; 204:106647. [PMID: 36496031 DOI: 10.1016/j.mimet.2022.106647] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Revised: 12/01/2022] [Accepted: 12/01/2022] [Indexed: 12/12/2022]
Abstract
The PCR technique is indispensable in biology and medicine, but some difficulties are associated with its use, including false positive or false negative amplifications. To avoid these issues, a non-amplification nucleic acid detection protocol is needed. In the present study, we propose a method in which nucleic-acid probe hybridization is combined with thio-NAD cycling to detect nucleic acids without amplification. We report our application of this method for the detection of the gene of MPT64 in Mycobacterium tuberculosis. Two different cDNA probes targeted the mpt64 gene: the first probe was used to immobilize the mpt64 gene, and the second probe, linked with alkaline phosphatase (ALP), was hybridized to a target sequence in the mpt64 gene. A substrate was then hydrolyzed by ALP, and a cycling reaction was conducted by a dehydrogenase with its co-factors (thio-NAD and NADH). The single-stranded DNA, double-stranded DNA, plasmid DNA for the mpt64 gene, and whole genome of M. tuberculosis var. BCG were detected at the level of 105-106 copies/assay, whereas the non-tuberculosis mycobacteria (e.g., M. avium, M. intracellulare, M. kansasii, and M. abscessus) were below the limits of detection. The present method enables us to avoid the errors inherent in nucleic acid amplification methods.
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Affiliation(s)
- Sou Yamura
- Department of Biology, Waseda University, Shinjuku, Tokyo, Japan
| | - Naoki Kawada
- Department of Biology, Waseda University, Shinjuku, Tokyo, Japan
| | | | - Yuta Kyosei
- Department of Biology, Waseda University, Shinjuku, Tokyo, Japan
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University, Shinjuku, Tokyo, Japan
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido, Tobetsu, Hokkaido, Japan
| | - Yoshiro Murase
- The Research Institute of Tuberculosis, Japan Anti-Tuberculosis Association, Kiyose, Tokyo, Japan
| | - Satoshi Mitarai
- The Research Institute of Tuberculosis, Japan Anti-Tuberculosis Association, Kiyose, Tokyo, Japan
| | - Etsuro Ito
- Department of Biology, Waseda University, Shinjuku, Tokyo, Japan; Waseda Research Institute for Science and Engineering, Waseda University, Shinjuku, Tokyo, Japan; Graduate Institute of Medicine, Kaohsiung Medical University, Sanmin, Kaohsiung, Taiwan.
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2
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Hatakeyama D, Chikamoto N, Fujimoto K, Kitahashi T, Ito E. Comparison between relative and absolute quantitative real-time PCR applied to single-cell analyses: Transcriptional levels in a key neuron for long-term memory in the pond snail. PLoS One 2022; 17:e0279017. [PMID: 36508476 PMCID: PMC9744327 DOI: 10.1371/journal.pone.0279017] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 11/28/2022] [Indexed: 12/14/2022] Open
Abstract
Quantitative real-time PCR (qPCR) is a powerful method for measuring nucleic acid levels and quantifying mRNA levels, even in single cells. In the present study, we compared the results of single-cell qPCR obtained by different quantification methods (relative and absolute) and different reverse transcription methods. In the experiments, we focused on the cerebral giant cell (CGC), a key neuron required for the acquisition of conditioned taste aversion in the pond snail Lymnaea stagnalis, and examined changes in the mRNA levels of 3 memory-related genes, cAMP-response element binding proteins (LymCREB1 and LymCREB2) and CREB-binding protein (LymCBP), during memory formation. The results obtained by relative quantification showed similar patterns for the 3 genes. For absolute quantification, reverse transcription was performed using 2 different methods: a mixture of oligo d(T) primers and random primers (RT method 1); and gene-specific primers (RT method 2). These methods yielded different results and did not show consistent changes related to conditioning. The mRNA levels in the samples prepared by RT method 2 were up to 3.3 times higher than those in samples prepared by RT method 1. These results suggest that for qPCR of single neurons, the efficacy and validity do not differ between relative and absolute quantification methods, but the reverse transcription step critically influences the results of mRNA quantification.
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Affiliation(s)
- Dai Hatakeyama
- Faculty of Pharmaceutical Sciences, Tokushima Bunri University, Tokushima City, Japan
- * E-mail: (DH); (EI)
| | | | | | - Takashi Kitahashi
- Kushiro Nature Conservation Office, Ministry of the Environment Government of Japan, Kushiro City, Japan
| | - Etsuro Ito
- Department of Biology, Waseda University, Tokyo, Japan
- Graduate Institute of Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung City, Taiwan
- * E-mail: (DH); (EI)
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3
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Hatakeyama D, Sunada H, Totani Y, Watanabe T, Felletár I, Fitchett A, Eravci M, Anagnostopoulou A, Miki R, Okada A, Abe N, Kuzuhara T, Kemenes I, Ito E, Kemenes G. Molecular and functional characterization of an evolutionarily conserved CREB-binding protein in the Lymnaea CNS. FASEB J 2022; 36:e22593. [PMID: 36251357 PMCID: PMC9828244 DOI: 10.1096/fj.202101225rr] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/02/2021] [Revised: 08/30/2022] [Accepted: 09/26/2022] [Indexed: 01/12/2023]
Abstract
In eukaryotes, CREB-binding protein (CBP), a coactivator of CREB, functions both as a platform for recruiting other components of the transcriptional machinery and as a histone acetyltransferase (HAT) that alters chromatin structure. We previously showed that the transcriptional activity of cAMP-responsive element binding protein (CREB) plays a crucial role in neuronal plasticity in the pond snail Lymnaea stagnalis. However, there is no information on the molecular structure and HAT activity of CBP in the Lymnaea central nervous system (CNS), hindering an investigation of its postulated role in long-term memory (LTM). Here, we characterize the Lymnaea CBP (LymCBP) gene and identify a conserved domain of LymCBP as a functional HAT. Like CBPs of other species, LymCBP possesses functional domains, such as the KIX domain, which is essential for interaction with CREB and was shown to regulate LTM. In-situ hybridization showed that the staining patterns of LymCBP mRNA in CNS are very similar to those of Lymnaea CREB1. A particularly strong LymCBP mRNA signal was observed in the cerebral giant cell (CGC), an identified extrinsic modulatory interneuron of the feeding circuit, the key to both appetitive and aversive LTM for taste. Biochemical experiments using the recombinant protein of the LymCBP HAT domain showed that its enzymatic activity was blocked by classical HAT inhibitors. Preincubation of the CNS with such inhibitors blocked cAMP-induced synaptic facilitation between the CGC and an identified follower motoneuron of the feeding system. Taken together, our findings suggest a role for the HAT activity of LymCBP in synaptic plasticity in the feeding circuitry.
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Affiliation(s)
- Dai Hatakeyama
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK,Faculty of Pharmaceutical SciencesTokushima Bunri UniversityTokushimaJapan
| | - Hiroshi Sunada
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri UniversitySanukiJapan,Present address:
Advanced Medicine, Innovation and Clinical Research CentreTottori University HospitalYonagoJapan
| | - Yuki Totani
- Department of BiologyWaseda UniversityTokyoJapan
| | | | - Ildikó Felletár
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK
| | - Adam Fitchett
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK
| | - Murat Eravci
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK
| | - Aikaterini Anagnostopoulou
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK,Present address:
School of Life SciencesUniversity of WestminsterLondonUK
| | - Ryosuke Miki
- Faculty of Pharmaceutical SciencesTokushima Bunri UniversityTokushimaJapan
| | - Ayano Okada
- Faculty of Pharmaceutical SciencesTokushima Bunri UniversityTokushimaJapan
| | - Naoya Abe
- Faculty of Pharmaceutical SciencesTokushima Bunri UniversityTokushimaJapan
| | - Takashi Kuzuhara
- Faculty of Pharmaceutical SciencesTokushima Bunri UniversityTokushimaJapan
| | - Ildikó Kemenes
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK
| | - Etsuro Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri UniversitySanukiJapan,Department of BiologyWaseda UniversityTokyoJapan
| | - György Kemenes
- Sussex NeuroscienceSchool of Life Sciences, University of SussexBrightonUK
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4
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Nakai J, Chikamoto N, Fujimoto K, Totani Y, Hatakeyama D, Dyakonova VE, Ito E. Insulin and Memory in Invertebrates. Front Behav Neurosci 2022; 16:882932. [PMID: 35558436 PMCID: PMC9087806 DOI: 10.3389/fnbeh.2022.882932] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 04/04/2022] [Indexed: 11/17/2022] Open
Abstract
Insulin and insulin-like peptides (ILP) help to maintain glucose homeostasis, whereas insulin-like growth factor (IGF) promotes the growth and differentiation of cells in both vertebrates and invertebrates. It is sometimes difficult to distinguish between ILP and IGF in invertebrates, however, because in some cases ILP has the same function as IGF. In the present review, therefore, we refer to these peptides as ILP/IGF signaling (IIS) in invertebrates, and discuss the role of IIS in memory formation after classical conditioning in invertebrates. In the arthropod Drosophila melanogaster, IIS is involved in aversive olfactory memory, and in the nematode Caenorhabditis elegans, IIS controls appetitive/aversive response to NaCl depending on the duration of starvation. In the mollusk Lymnaea stagnalis, IIS has a critical role in conditioned taste aversion. Insulin in mammals is also known to play an important role in cognitive function, and many studies in humans have focused on insulin as a potential treatment for Alzheimer’s disease. Although analyses of tissue and cellular levels have progressed in mammals, the molecular mechanisms, such as transcriptional and translational levels, of IIS function in cognition have been far advanced in studies using invertebrates. We anticipate that the present review will help to pave the way for studying the effects of insulin, ILPs, and IGFs in cognitive function across phyla.
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Affiliation(s)
- Junko Nakai
- Department of Biology, Waseda University, Tokyo, Japan
| | | | | | - Yuki Totani
- Department of Biology, Waseda University, Tokyo, Japan
| | - Dai Hatakeyama
- Laboratory of Biochemistry, Faculty of Pharmaceutical Sciences, Tokushima Bunri University, Tokushima, Japan
| | - Varvara E. Dyakonova
- Koltzov Institute of Developmental Biology, Russian Academy of Sciences, Moscow, Russia
| | - Etsuro Ito
- Department of Biology, Waseda University, Tokyo, Japan
- Graduate Institute of Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- *Correspondence: Etsuro Ito
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5
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Tsurusawa N, Chang J, Namba M, Makioka D, Yamura S, Iha K, Kyosei Y, Watabe S, Yoshimura T, Ito E. Modified ELISA for Ultrasensitive Diagnosis. J Clin Med 2021; 10:5197. [PMID: 34768717 PMCID: PMC8585087 DOI: 10.3390/jcm10215197] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2021] [Revised: 11/03/2021] [Accepted: 11/05/2021] [Indexed: 12/11/2022] Open
Abstract
An enzyme-linked immunosorbent assay (ELISA) can be used for quantitative measurement of proteins, and improving the detection sensitivity to the ultrasensitive level would facilitate the diagnosis of various diseases. In the present review article, we first define the term 'ultrasensitive'. We follow this with a survey and discussion of the current literature regarding modified ELISA methods with ultrasensitive detection and their application for diagnosis. Finally, we introduce our own newly devised system for ultrasensitive ELISA combined with thionicotinamide adenine dinucleotide cycling and its application for the diagnosis of infectious diseases and lifestyle-related diseases. The aim of the present article is to expand the application of ultrasensitive ELISAs in the medical and biological fields.
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Affiliation(s)
- Naoko Tsurusawa
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Jyunhao Chang
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Mayuri Namba
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Daiki Makioka
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Sou Yamura
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Kanako Iha
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Yuta Kyosei
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan;
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido, 1757 Kanazawa, Ishikari-Tobetsu 061-0293, Hokkaido, Japan;
| | - Etsuro Ito
- Department of Biology, Waseda University, Tokyo 162-8480, Japan; (N.T.); (J.C.); (M.N.); (D.M.); (S.Y.); (K.I.); (Y.K.)
- Waseda Research Institute for Science and Engineering, Waseda University, Tokyo 169-8555, Japan;
- Graduate Institute of Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung 80756, Taiwan
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6
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Iha K, Kyosei Y, Namba M, Makioka D, Yamura S, Watabe S, Yoshimura T, Ito E. Zeptomole Detection of an Enzyme by a Simple Colorimetric Method. ANAL SCI 2021; 37:1469-1472. [PMID: 33746140 DOI: 10.2116/analsci.21n009] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
An enzyme immunoassay, in which an enzyme (e.g., alkaline phosphatase, ALP) is conjugated with an antibody, is a precise and simple protein detection method. Precise measurements of enzymes at low concentrations allow for ultrasensitive protein detection. The application of a phosphorylated substrate to ALP, followed by using a dephosphorylated substrate in thionicotinamide-adenine dinucleotide cycling, provides a simple and precise quantification of ALP. We describe a protocol for detecting ALP at the zeptomole level using a simple colorimetric method.
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Affiliation(s)
- Kanako Iha
- Department of Biology, Waseda University
| | | | | | | | - Sou Yamura
- Department of Biology, Waseda University
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido
| | - Etsuro Ito
- Department of Biology, Waseda University.,Waseda Research Institute for Science and Engineering, Waseda University.,Graduate Institute of Medicine, Kaohsiung Medical University
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7
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Chung YD, Liu TH, Liang YL, Lin CN, Hsu KF, Lee GB. An integrated microfluidic platform for detection of ovarian clear cell carcinoma mRNA biomarker FXYD2. LAB ON A CHIP 2021; 21:2625-2632. [PMID: 34013940 DOI: 10.1039/d1lc00177a] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/12/2023]
Abstract
In this work we developed an integrated microfluidic system for automatically detecting the ovarian clear cell carcinoma (OCCC) biomarker FXYD2. Dealing with ascites from ovarian cancer patients, capture of cancer cells, isolation of messenger RNA, and quantitative reverse-transcription polymerase chain reaction were integrated into a single microfluidic chip and carried out on-chip automatically. OCCC is a subtype of ovarian cancer with a high mortality risk, and a high FXYD2 gene expression level was shown to be closely associated with OCCC. The lowest limit of quantification using a benchtop protocol of this system could be as low as 100 copies per sample. By normalizing the expression to a housekeeping gene, GAPDH, a simple cycle threshold ratio index could distinguish high FXYD2 expression cells from the low-expression ones. This developed platform may therefore facilitate future OCCC diagnosis and/or prognosis.
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Affiliation(s)
- Yi-Da Chung
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan.
| | - Ting-Hang Liu
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan.
| | - Yu-Ling Liang
- Department of Obstetrics and Gynecology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70403, Taiwan.
| | - Chang-Ni Lin
- Department of Obstetrics and Gynecology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70403, Taiwan.
| | - Keng-Fu Hsu
- Department of Obstetrics and Gynecology, National Cheng Kung University Hospital, College of Medicine, National Cheng Kung University, Tainan 70403, Taiwan.
| | - Gwo-Bin Lee
- Department of Power Mechanical Engineering, National Tsing Hua University, Hsinchu 30013, Taiwan. and Institute of NanoEngineering and MicroSystems, National Tsing Hua University, Hsinchu, Taiwan and Institute of Biomedical Engineering, National Tsing Hua University, Hsinchu, Taiwan
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8
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Kyosei Y, Namba M, Yamura S, Watabe S, Yoshimura T, Sasaki T, Shioda T, Ito E. Improved Detection Sensitivity of an Antigen Test for SARS-CoV-2 Nucleocapsid Proteins with Thio-NAD Cycling. Biol Pharm Bull 2021; 44:1332-1336. [PMID: 34148926 DOI: 10.1248/bpb.b21-00387] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Antigen tests for infectious diseases are inexpensive and easy-to-use, but the limit of detection (LOD) is generally higher than that of PCR tests, which are considered the gold standard. In the present study, we combined a sandwich enzyme-linked immunosorbent assay (ELISA) with thionicotinamide-adenine dinucleotide (thio-NAD) cycling to improve the LOD of antigen tests for coronavirus disease 2019 (COVID-19). For recombinant nucleocapsid proteins of severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2), the LOD of our ELISA with thio-NAD cycling was 2.95 × 10-17 moles/assay. When UV-irradiated inactive SARS-CoV-2 was used, the minimum detectable virions corresponding to 2.6 × 104 RNA copies/assay were obtained using our ELISA with thio-NAD cycling. The assay volume for each test was 100 µL. The minimum detectable value was smaller than that of the latest antigen test using a fluorescent immunoassay for SARS-CoV-2, indicating the validity of our detection system for COVID-19 diagnosis.
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Affiliation(s)
| | | | - Sou Yamura
- Department of Biology, Waseda University
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido
| | - Tadahiro Sasaki
- Department of Viral Infections, Research Institute for Microbial Diseases, Osaka University
| | - Tatsuo Shioda
- Department of Viral Infections, Research Institute for Microbial Diseases, Osaka University
| | - Etsuro Ito
- Department of Biology, Waseda University.,Waseda Research Institute for Science and Engineering, Waseda University.,Graduate Institute of Medicine, Kaohsiung Medical University
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9
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Kyosei Y, Yamura S, Namba M, Yoshimura T, Watabe S, Ito E. Antigen tests for COVID-19. Biophys Physicobiol 2021; 18:28-39. [PMID: 33954080 PMCID: PMC8049777 DOI: 10.2142/biophysico.bppb-v18.004] [Citation(s) in RCA: 21] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2021] [Accepted: 02/05/2021] [Indexed: 12/20/2022] Open
Abstract
PCR diagnosis has been considered as the gold standard for coronavirus disease 2019 (COVID-19) and other many diseases. However, there are many problems in using PCR, such as non-specific (i.e., false-positive) and false-negative amplifications, the limits of a target sample volume, deactivation of the enzymes used, complicated techniques, difficulty in designing probe sequences, and the expense. We, thus, need an alternative to PCR, for example an ultrasensitive antigen test. In the present review, we summarize the following three topics. (1) The problems of PCR are outlined. (2) The antigen tests are surveyed in the literature that was published in 2020, and their pros and cons are discussed for commercially available antigen tests. (3) Our own antigen test on the basis of an ultrasensitive enzyme-linked immunosorbent assay (ELISA) is introduced. Finally, we discuss the possibility that our antigen test by an ultrasensitive ELISA technique will become the gold standard for diagnosis of COVID-19 and other diseases.
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Affiliation(s)
- Yuta Kyosei
- Department of Biology, Waseda University, Shinjuku, Tokyo 162-8480, Japan
| | - Sou Yamura
- Department of Biology, Waseda University, Shinjuku, Tokyo 162-8480, Japan
| | - Mayuri Namba
- Department of Biology, Waseda University, Shinjuku, Tokyo 162-8480, Japan
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido, Ishikari, Hokkaido 061-0293, Japan
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University, Shinjuku, Tokyo 169-8555, Japan
| | - Etsuro Ito
- Department of Biology, Waseda University, Shinjuku, Tokyo 162-8480, Japan.,Waseda Research Institute for Science and Engineering, Waseda University, Shinjuku, Tokyo 169-8555, Japan.,Graduate Institute of Medicine, Kaohsiung Medical University, Sanmin, Kaohsiung 80756, Taiwan
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10
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Another Example of Conditioned Taste Aversion: Case of Snails. BIOLOGY 2020; 9:biology9120422. [PMID: 33256267 PMCID: PMC7760351 DOI: 10.3390/biology9120422] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/17/2020] [Revised: 11/16/2020] [Accepted: 11/24/2020] [Indexed: 12/11/2022]
Abstract
Simple Summary It is important to decide what to eat and what not to eat in the life. Children are likely to reject new foods. When eating a new food results in a negative experience, the child will avoid that specific food in the future. This phenomenon is called ‘conditioned taste aversion’ in mammals, and it is considered necessary for survival by preventing subsequent ingestion of sickening foods. Many researchers study the same kind of phenomenon in invertebrates, too. For example, the formation of conditioned taste aversion was found in the pond snail, Lymnaea stagnalis, with the selective associability between a sweet sucrose solution and a bitter KCl solution. A sweet food attracts many kinds of animals, resulting in the feeding response, whereas a KCl solution is an aversive stimulus, inducing a withdrawal response in snails. After repeated temporally-contingent presentations of these two stimuli, the sucrose solution no longer elicits a feeding response, and this phenomenon persists for a long term. In the present review, we first outline the mechanisms of conditioned taste aversion in mammals, then introduce the conditioned taste aversion in snails, and compare them. Furthermore, the molecular events in snails are discussed, suggesting the general mechanism in conditioned taste aversion. Abstract Conditioned taste aversion (CTA) in mammals has several specific characteristics: (1) emergence of a negative symptom in subjects due to selective association with a taste-related stimulus, (2) robust long-term memory that is resistant to extinction induced by repeated presentation of the conditioned stimulus (CS), (3) a very-long-delay presentation of the unconditioned stimulus (US), and (4) single-trial learning. The pond snail, Lymnaea stagnalis, can also form a CTA. Although the negative symptoms, like nausea, in humans cannot be easily observed in invertebrate animal models of CTA, all the other characteristics of CTA seem to be present in snails. Selective associability was confirmed using a sweet sucrose solution and a bitter KCl solution. Once snails form a CTA, repeated presentation of the CS does not extinguish the CTA. A long interstimulus interval between the CS and US, like in trace conditioning, still results in the formation of a CTA in snails. Lastly, even single-trial learning has been demonstrated with a certain probability. In the present review, we compare, in detail, CTA in mammals and snails, and discuss the possible molecular events in CTA.
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11
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Totani Y, Nakai J, Hatakeyama D, Ito E. Memory-enhancing effects of short-term fasting. THE EUROPEAN ZOOLOGICAL JOURNAL 2020. [DOI: 10.1080/24750263.2020.1827053] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022] Open
Affiliation(s)
- Y. Totani
- Department of Biology, Waseda University, Tokyo, Japan
| | - J. Nakai
- Department of Biology, Waseda University, Tokyo, Japan
| | - D. Hatakeyama
- Faculty of Pharmaceutical Sciences, Tokushima Bunri University, Tokushima, Japan
| | - E. Ito
- Department of Biology, Waseda University, Tokyo, Japan
- Graduate Institute of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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12
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Circular RNAs in cancer: limitations in functional studies and diagnostic potential. Semin Cancer Biol 2020; 75:49-61. [PMID: 33035655 DOI: 10.1016/j.semcancer.2020.10.002] [Citation(s) in RCA: 63] [Impact Index Per Article: 15.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Revised: 09/15/2020] [Accepted: 10/02/2020] [Indexed: 02/06/2023]
Abstract
Circular RNAs (circRNAs) are a large class of noncoding RNAs, generated from a process called back-splicing, that possess critical regulatory functions in many cellular events. A large body of literature has reported various circRNA functions and their underlying mechanisms, including sponging miRNA, exerting transcriptional and translational regulation, interacting with proteins, and translating into peptides and proteins. CircRNA dysregulation has been implicated in many cancers, including lung, breast, liver, gastric, colorectal, and ovarian cancer. They are detectable in bodily fluids and relatively stable, making them potential cancer biomarker candidates. Furthermore, targeting circRNA expression levels is a potential therapeutic approach for treating cancers. In this review, we describe the functional mechanisms of circRNAs and discuss limitations of current mechanism studies. Following this, we outline the potential of circRNAs to be effective biomarkers in various cancers and present circRNA-based therapeutic approaches. Finally, we discuss challenges in using circRNAs as diagnostic and therapeutic tools and propose future research directions.
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13
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Sun NH, Chen DY, Ye LP, Sheng G, Gong JJ, Chen BH, Lu YM, Han F. CRISPR-Sunspot: Imaging of endogenous low-abundance RNA at the single-molecule level in live cells. Theranostics 2020; 10:10993-11012. [PMID: 33042266 PMCID: PMC7532675 DOI: 10.7150/thno.43094] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/16/2019] [Accepted: 08/21/2020] [Indexed: 12/23/2022] Open
Abstract
CRISPR/Cas-based mRNA imaging has been developed to labeling of high-abundance mRNAs. A lack of non-genetically encoded mRNA-tagged imaging tools has limited our ability to explore the functional distributions of endogenous low-abundance mRNAs in cells. Here, we developed a CRISPR-Sunspot method based on the SunTag signal amplification system that allows efficient imaging of low-abundance mRNAs with CRISPR/Cas9. Methods: We created a stable TRE3G-dCas9-EGFP cell line and generated an Inducible dCas9-EGFP imaging system for assessment of two factors, sgRNA and dCas9, which influence imaging quality. Based on SunTag system, we established a CRISPR-Sunspot imaging system for amplifying signals from single-molecule mRNA in live cells. CRISPR-Sunspot was used to track co-localization of Camk2a mRNA with regulatory protein Xlr3b in neurons. CRISPR-Sunspot combined with CRISPRa was used to determine elevated mRNA molecules. Results: Our results showed that manipulating the expression of fluorescent proteins and sgRNA increased the efficiency of RNA imaging in cells. CRISPR-Sunspot could target endogenous mRNAs in the cytoplasm and amplified signals from single-molecule mRNA. Furthermore, CRISPR-Sunspot was also applied to visualize mRNA distributions with its regulating proteins in neurons. CRISPR-Sunspot detected the co-localization of Camk2a mRNA with overexpressed Xlr3b proteins in the neuronal dendrites. Moreover, we also manipulated CRISPR-Sunspot to detect transcriptional activation of target gene such as HBG1 in live cells. Conclusion: Our findings suggest that CRISPR-Sunspot is a novel applicable imaging tool for visualizing the distributions of low-abundance mRNAs in cells. This study provides a novel strategy to unravel the molecular mechanisms of diseases caused by aberrant mRNA molecules.
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Affiliation(s)
- Ning-He Sun
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, Nanjing, 211166, China
- Institute of Pharmacology and Toxicology, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Dan-Yang Chen
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, Nanjing, 211166, China
- Institute of Pharmacology and Toxicology, College of Pharmaceutical Sciences, Zhejiang University, Hangzhou, 310058, China
| | - Lu-Peng Ye
- Department of Genetics, Yale University School of Medicine, New Haven, CT, USA
| | - Gang Sheng
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, Nanjing, 211166, China
| | - Jun-Jie Gong
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, Nanjing, 211166, China
| | - Bao-Hui Chen
- Department of Cell Biology, School of Medicine, Zhejiang University, Hangzhou, 310058, China
| | - Ying-Mei Lu
- Department of Physiology, School of Basic Medical Sciences, Nanjing Medical University, Nanjing, 211166, China
| | - Feng Han
- Key Laboratory of Cardiovascular & Cerebrovascular Medicine, Drug Target and Drug Discovery Center, School of Pharmacy, Nanjing Medical University, Nanjing, 211166, China
- Center for Global Health of Nanjing Medical University, Nanjing, 211166, China
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14
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Kyosei Y, Namba M, Yamura S, Takeuchi R, Aoki N, Nakaishi K, Watabe S, Ito E. Proposal of De Novo Antigen Test for COVID-19: Ultrasensitive Detection of Spike Proteins of SARS-CoV-2. Diagnostics (Basel) 2020; 10:E594. [PMID: 32823866 PMCID: PMC7459804 DOI: 10.3390/diagnostics10080594] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/17/2020] [Revised: 08/03/2020] [Accepted: 08/12/2020] [Indexed: 12/13/2022] Open
Abstract
Polymerase chain reaction (PCR)-based antigen tests are technically difficult, time-consuming, and expensive, and may produce false negative results requiring follow-up confirmation with computed tomography. The global coronavirus disease 2019 (COVID-19) pandemic has increased the demand for accurate, easy-to-use, rapid, and cost-effective antigen tests for clinical application. We propose a de novo antigen test for diagnosing COVID-19 using the combination of sandwich enzyme-linked immunosorbent assay and thio-nicotinamide adenine dinucleotide (thio-NAD) cycling. Our test takes advantage of the spike proteins specific to the severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) virus. The limit of detection of our test was 2.3 × 10-18 moles/assay. If the virus has ~25 spike proteins on its surface, our method should detect on the order of 10-20 moles of virus/assay, corresponding to ~104 copies of the virus RNA/assay. The detection sensitivity approaches that of PCR-based assays because the average virus RNA load used for PCR-based assays is ~105 copies per oro- or naso-pharyngeal swab specimen. To our knowledge, this is the first ultrasensitive antigen test for SARS-CoV-2 spike proteins that can be performed with an easy-to-use microplate reader. Sufficient sensitivity can be achieved within 10 min of thio-NAD cycling. Our antigen test allows for rapid, cost-effective, specific, ultrasensitive, and simultaneous multiple measurements of SARS-CoV-2, and has broad application for the diagnosis for COVID-19.
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Affiliation(s)
- Yuta Kyosei
- Department of Biology, Waseda University, 2-2 Wakamatsucho, Shinjuku, Tokyo 162-8480, Japan; (Y.K.); (M.N.); (S.Y.)
| | - Mayuri Namba
- Department of Biology, Waseda University, 2-2 Wakamatsucho, Shinjuku, Tokyo 162-8480, Japan; (Y.K.); (M.N.); (S.Y.)
| | - Sou Yamura
- Department of Biology, Waseda University, 2-2 Wakamatsucho, Shinjuku, Tokyo 162-8480, Japan; (Y.K.); (M.N.); (S.Y.)
| | - Rikiya Takeuchi
- Research and Development Department, TAUNS Laboratories, Inc., 245-1 Doniwa, Shimizu, Sunto, Shizuoka 411-0903, Japan; (R.T.); (N.A.); (S.W.)
| | - Noriko Aoki
- Research and Development Department, TAUNS Laboratories, Inc., 245-1 Doniwa, Shimizu, Sunto, Shizuoka 411-0903, Japan; (R.T.); (N.A.); (S.W.)
| | - Kazunari Nakaishi
- Quality Headquarters, TAUNS Laboratories, Inc., 761-1 Kamishima, Izunokuni, Shizuoka 410-2325, Japan;
- Waseda Research Institute for Science and Engineering, Waseda University, 3-4-1 Okubo, Shinjuku, Tokyo 169-8555, Japan
| | - Satoshi Watabe
- Research and Development Department, TAUNS Laboratories, Inc., 245-1 Doniwa, Shimizu, Sunto, Shizuoka 411-0903, Japan; (R.T.); (N.A.); (S.W.)
- Waseda Research Institute for Science and Engineering, Waseda University, 3-4-1 Okubo, Shinjuku, Tokyo 169-8555, Japan
| | - Etsuro Ito
- Department of Biology, Waseda University, 2-2 Wakamatsucho, Shinjuku, Tokyo 162-8480, Japan; (Y.K.); (M.N.); (S.Y.)
- Waseda Research Institute for Science and Engineering, Waseda University, 3-4-1 Okubo, Shinjuku, Tokyo 169-8555, Japan
- Graduate Institute of Medicine, Kaohsiung Medical University, No. 100 Shiquan 1st Rd., Sanmin, Kaohsiung 80756, Taiwan
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15
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Abstract
Accurate, rapid and simple detection methods are required to facilitate early diagnosis of various disorders including infectious and lifestyle diseases as well as cancer. These detection approaches reduce the window of infection, i.e., the period between infection and reliable detection. Optimally, these methods should target protein as an indicator of pathogenic microbes as well as other biomarkers. For example, although nucleic acid is easily detected by polymerase chain reaction (PCR), these markers are also present in dead microbes, and, in the case of mRNA, it is not known whether this target was successfully translated. Accordingly, early diagnostic approaches require the development of ultrasensitive protein detection methods. In this chapter, we introduce an ultrasensitive enzyme-linked immunosorbent assay (ELISA) which combines a traditional sandwich-based immunoassay with thionicotinamide adenine dinucleotide (thio-NAD) cycling. The performance characteristics of this unique approach are reviewed as well as its potential role in providing a novel and ultrasensitive diagnostic tool in the clinical laboratory.
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Affiliation(s)
- Etsuro Ito
- Department of Biology, Waseda University, Tokyo, Japan; Waseda Research Institute for Science and Engineering, Waseda University, Tokyo, Japan; Graduate Institute of Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
| | - Kanako Iha
- Department of Biology, Waseda University, Tokyo, Japan
| | - Teruki Yoshimura
- School of Pharmaceutical Sciences, Health Sciences University of Hokkaido, Sapporo, Hokkaido, Japan
| | - Kazunari Nakaishi
- Waseda Research Institute for Science and Engineering, Waseda University, Tokyo, Japan; R&D Headquarters, TAUNS Laboratories, Inc., Izunokuni, Japan
| | - Satoshi Watabe
- Waseda Research Institute for Science and Engineering, Waseda University, Tokyo, Japan; R&D Headquarters, TAUNS Laboratories, Inc., Izunokuni, Japan
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16
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Fodor I, Hussein AAA, Benjamin PR, Koene JM, Pirger Z. The unlimited potential of the great pond snail, Lymnaea stagnalis. eLife 2020; 9:e56962. [PMID: 32539932 PMCID: PMC7297532 DOI: 10.7554/elife.56962] [Citation(s) in RCA: 59] [Impact Index Per Article: 14.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/17/2020] [Accepted: 05/27/2020] [Indexed: 12/14/2022] Open
Abstract
Only a limited number of animal species lend themselves to becoming model organisms in multiple biological disciplines: one of these is the great pond snail, Lymnaea stagnalis. Extensively used since the 1970s to study fundamental mechanisms in neurobiology, the value of this freshwater snail has been also recognised in fields as diverse as host-parasite interactions, ecotoxicology, evolution, genome editing and 'omics', and human disease modelling. While there is knowledge about the natural history of this species, what is currently lacking is an integration of findings from the laboratory and the field. With this in mind, this article aims to summarise the applicability of L. stagnalis and points out that this multipurpose model organism is an excellent, contemporary choice for addressing a large range of different biological questions, problems and phenomena.
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Affiliation(s)
- István Fodor
- NAP Adaptive Neuroethology, Department of Experimental Zoology, Balaton Limnological Institute, Centre for Ecological ResearchTihanyHungary
| | - Ahmed AA Hussein
- Department of Ecological Sciences, Faculty of Sciences, Vrije UniversiteitAmsterdamNetherlands
| | - Paul R Benjamin
- Sussex Neuroscience, School of Life Sciences, University of SussexBrightonUnited Kingdom
| | - Joris M Koene
- Section of Animal Ecology, Department of Ecological Science, Faculty of Earth and Life Sciences, Vrije Universiteit AmsterdamAmsterdamNetherlands
| | - Zsolt Pirger
- NAP Adaptive Neuroethology, Department of Experimental Zoology, Balaton Limnological Institute, Centre for Ecological ResearchTihanyHungary
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17
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Ierusalimsky VN, Roshchin MV, Balaban PM. Immediate-Early Genes Detection in the CNS of Terrestrial Snail. Cell Mol Neurobiol 2020; 40:1395-1404. [PMID: 32162199 DOI: 10.1007/s10571-020-00825-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/26/2019] [Accepted: 03/02/2020] [Indexed: 11/27/2022]
Abstract
In the present work, using in situ hybridization, we studied the expression patterns of three molluscan homologs of vertebrate immediate-early genes C/EBP, c-Fos, and c-Jun in the central nervous system (CNS) of terrestrial gastropod snail Helix. The molluscan C/EBP gene was described in literature, while c-Fos and c-Jun were studied in terrestrial snails for the first time. Localization of the expression was traced in normal conditions, and in preparations physiologically activated using stimulation of suboesophageal ganglia nerves. No expression was detected constitutively. In stimulated preparations, all three genes had individual expression patterns in Helix CNS, and the level of expression was stimulus-dependent. The number of cells expressing the gene of interest was different from the number of cells projecting to the stimulated nerve, and thus activated retrogradely. This difference depended on the ganglia studied. At the subcellular level, the labeled RNA was observed as dots (probably small clusters of RNA molecules) and shapeless mass of RNA, often seen as a circle at the internal border of the cell nuclei. The data provide a basis for further study of behavioral role of these putative immediate-early genes in snail behavior and learning.
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Affiliation(s)
- Victor N Ierusalimsky
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 5A Butlerova str., Moscow, Russia, 117485.
| | - Matvey V Roshchin
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 5A Butlerova str., Moscow, Russia, 117485
| | - Pavel M Balaban
- Institute of Higher Nervous Activity and Neurophysiology, Russian Academy of Sciences, 5A Butlerova str., Moscow, Russia, 117485
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18
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Ultrasensitive ELISA Developed for Diagnosis. Diagnostics (Basel) 2019; 9:diagnostics9030078. [PMID: 31323782 PMCID: PMC6787603 DOI: 10.3390/diagnostics9030078] [Citation(s) in RCA: 31] [Impact Index Per Article: 6.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2019] [Revised: 07/04/2019] [Accepted: 07/16/2019] [Indexed: 01/18/2023] Open
Abstract
For the diagnosis of disease, the ability to quantitatively detect trace amounts of the causal proteins from bacteria/viruses as biomarkers in patient specimens is highly desirable. Here we introduce a simple, rapid, and colorimetric assay as a de novo, ultrasensitive detection method. This ultrasensitive assay consists of a sandwich enzyme-linked immunosorbent assay (ELISA) and thionicotinamide-adenine dinucleotide (thio-NAD) cycling, forming an ultrasensitive ELISA, in which the signal substrate (i.e., thio-NADH) accumulates in a triangular manner, and the accumulated thio-NADH is measured at its maximum absorption wavelength of 405 nm. We have successfully achieved a limit of detection of ca. 10−18 moles/assay for a target protein. As an example of infectious disease detection, HIV-1 p24 could be measured at 0.0065 IU/assay (i.e., 10−18 moles/assay), and as a marker for a lifestyle-related disease, adiponectin could be detected at 2.3 × 10−19 moles/assay. In particular, despite the long-held belief that the trace amounts of adiponectin in urine can only be detected using a radioisotope, our ultrasensitive ELISA was able to detect urinary adiponectin. This method is highly versatile because simply changing the antibody enables the detection of various proteins. This assay system requires only the measurement of absorbance, thus it requires equipment that is easily obtained by medical facilities, which facilitates diagnosis in hospitals and clinics. Moreover, we describe an expansion of our ultrasensitive ELISA to a non-amplification nucleic acid detection method for nucleic acids using hybridization. These de novo methods will enable simple, rapid, and accurate diagnosis.
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19
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Totani Y, Aonuma H, Oike A, Watanabe T, Hatakeyama D, Sakakibara M, Lukowiak K, Ito E. Monoamines, Insulin and the Roles They Play in Associative Learning in Pond Snails. Front Behav Neurosci 2019; 13:65. [PMID: 31001093 PMCID: PMC6454038 DOI: 10.3389/fnbeh.2019.00065] [Citation(s) in RCA: 20] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/02/2019] [Accepted: 03/14/2019] [Indexed: 12/28/2022] Open
Abstract
Molluscan gastropods have long been used for studying the cellular and molecular mechanisms underlying learning and memory. One such gastropod, the pond snail Lymnaea stagnalis, exhibits long-term memory (LTM) following both classical and operant conditioning. Using Lymnaea, we have successfully elucidated cellular mechanisms of learning and memory utilizing an aversive classical conditioning procedure, conditioned taste aversion (CTA). Here, we present the behavioral changes following CTA training and show that the memory score depends on the duration of food deprivation. Then, we describe the relationship between the memory scores and the monoamine contents of the central nervous system (CNS). A comparison of learning capability in two different strains of Lymnaea, as well as the filial 1 (F1) cross from the two strains, presents how the memory scores are correlated in these populations with monoamine contents. Overall, when the memory scores are better, the monoamine contents of the CNS are lower. We also found that as the insulin content of the CNS decreases so does the monoamine contents which are correlated with higher memory scores. The present review deepens the relationship between monoamine and insulin contents with the memory score.
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Affiliation(s)
- Yuki Totani
- Department of Biology, Waseda University, Tokyo, Japan
| | - Hitoshi Aonuma
- Research Institute for Electronic Science, Hokkaido University, Sapporo, Japan
- CREST, Japan Science and Technology Agency, Kawaguchi, Japan
| | - Akira Oike
- Department of Biology, Waseda University, Tokyo, Japan
| | - Takayuki Watanabe
- Department of Biological Sciences, Faculty of Science, Hokkaido University, Sapporo, Japan
| | - Dai Hatakeyama
- Faculty of Pharmaceutical Sciences, Tokushima Bunri University, Tokushima, Japan
| | - Manabu Sakakibara
- Research Organization for Nano and Life Innovation, Waseda University, Tokyo, Japan
| | - Ken Lukowiak
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB, Canada
| | - Etsuro Ito
- Department of Biology, Waseda University, Tokyo, Japan
- Research Organization for Nano and Life Innovation, Waseda University, Tokyo, Japan
- Graduate Institute of Medicine, School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
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20
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Zhou Q, Yu B, Anderson C, Huang ZP, Hanus J, Zhang W, Han Y, Bhattacharjee PS, Srinivasan S, Zhang K, Wang DZ, Wang S. LncEGFL7OS regulates human angiogenesis by interacting with MAX at the EGFL7/miR-126 locus. eLife 2019; 8:e40470. [PMID: 30741632 PMCID: PMC6370342 DOI: 10.7554/elife.40470] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2018] [Accepted: 01/11/2019] [Indexed: 01/02/2023] Open
Abstract
In an effort to identify human endothelial cell (EC)-enriched lncRNAs,~500 lncRNAs were shown to be highly restricted in primary human ECs. Among them, lncEGFL7OS, located in the opposite strand of the EGFL7/miR-126 gene, is regulated by ETS factors through a bidirectional promoter in ECs. It is enriched in highly vascularized human tissues, and upregulated in the hearts of dilated cardiomyopathy patients. LncEGFL7OS silencing impairs angiogenesis as shown by EC/fibroblast co-culture, in vitro/in vivo and ex vivo human choroid sprouting angiogenesis assays, while lncEGFL7OS overexpression has the opposite function. Mechanistically, lncEGFL7OS is required for MAPK and AKT pathway activation by regulating EGFL7/miR-126 expression. MAX protein was identified as a lncEGFL7OS-interacting protein that functions to regulate histone acetylation in the EGFL7/miR-126 promoter/enhancer. CRISPR-mediated targeting of EGLF7/miR-126/lncEGFL7OS locus inhibits angiogenesis, inciting therapeutic potential of targeting this locus. Our study establishes lncEGFL7OS as a human/primate-specific EC-restricted lncRNA critical for human angiogenesis.
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Affiliation(s)
- Qinbo Zhou
- Department of Cell and Molecular BiologyTulane UniversityNew OrleansUnited States
| | - Bo Yu
- Department of Cell and Molecular BiologyTulane UniversityNew OrleansUnited States
| | - Chastain Anderson
- Department of Cell and Molecular BiologyTulane UniversityNew OrleansUnited States
| | - Zhan-Peng Huang
- Department of CardiologyBoston Children’s Hospital, Harvard Medical SchoolBostonUnited States
| | - Jakub Hanus
- Department of Cell and Molecular BiologyTulane UniversityNew OrleansUnited States
| | - Wensheng Zhang
- Department of Computer ScienceXavier UniversityNew OrleansUnited States
| | - Yu Han
- Aab Cardiovascular Research InstituteUniversity of Rochester School of Medicine and DentistryRochesterUnited States
| | | | - Sathish Srinivasan
- Cardiovascular Biology Research ProgramOklahoma Medical Research FoundationOklahomaUnited States
| | - Kun Zhang
- Department of Computer ScienceXavier UniversityNew OrleansUnited States
| | - Da-zhi Wang
- Department of CardiologyBoston Children’s Hospital, Harvard Medical SchoolBostonUnited States
| | - Shusheng Wang
- Department of Cell and Molecular BiologyTulane UniversityNew OrleansUnited States
- Department of OphthalmologyTulane UniversityNew OrleansUnited States
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21
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Kumar R, Njauw CN, Reddy BY, Ji Z, Rajadurai A, Klebanov N, Tsao H. Growth suppression by dual BRAF(V600E) and NRAS(Q61) oncogene expression is mediated by SPRY4 in melanoma. Oncogene 2019; 38:3504-3520. [PMID: 30651601 PMCID: PMC6756020 DOI: 10.1038/s41388-018-0632-2] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2018] [Revised: 08/15/2018] [Accepted: 10/11/2018] [Indexed: 01/08/2023]
Abstract
The underlying forces that shape mutational patterns within any type of cancer have been poorly characterized. One of the best preserved exclusionary relationships is that between BRAF(V600E) and NRAS(Q61) in melanomas. To explore possible mechanisms which could explain this phenomenon, we overexpressed NRAS(Q61) in a set of BRAF(V600E) melanoma lines and vice versa. Controlled expression of a second activating oncogene led to growth arrest (“synthetic suppression”) in a subset of cells, which was accompanied by cell cycle arrest and senescence in several melanoma cell lines along with apoptosis. Through differential gene expression analysis, we identified SPRY4 as the potential mediator of this synthetic response to dual oncogene suppression. Ectopic introduction of SPRY4 recapitulated the growth arrest phenotype of dual BRAF(V600E)/NRAS(Q61) expression while SPRY4 depletion led to a partial rescue from oncogenic antagonism. This study thus defined SPRY4 as a potential mediator of synthetic suppression, which is likely to contribute to the observed exclusivity between BRAF(V600E) and NRAS(Q61R) mutations in melanoma. Further leverage of the SPRY4 pathway may also hold therapeutic promise for NRAS(Q61) melanomas.
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Affiliation(s)
- Raj Kumar
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Ching-Ni Njauw
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Bobby Y Reddy
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Zhenyu Ji
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA.,Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Edwards 211 50 Blossom Street, Boston, MA, USA
| | - Anpuchchelvi Rajadurai
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Nikolai Klebanov
- Department of Dermatology and Wellman Center for Photomedicine, Massachusetts General Hospital, Harvard Medical School, Boston, MA, USA
| | - Hensin Tsao
- Department of Dermatology, Massachusetts General Hospital, Harvard Medical School, Edwards 211 50 Blossom Street, Boston, MA, USA.
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22
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Narrandes S, Xu W. Gene Expression Detection Assay for Cancer Clinical Use. J Cancer 2018; 9:2249-2265. [PMID: 30026820 PMCID: PMC6036716 DOI: 10.7150/jca.24744] [Citation(s) in RCA: 65] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Accepted: 05/15/2018] [Indexed: 12/23/2022] Open
Abstract
Cancer is a genetic disease where genetic variations cause abnormally functioning genes that appear to alter expression. Proteins, the final products of gene expression, determine the phenotypes and biological processes. Therefore, detecting gene expression levels can be used for cancer diagnosis, prognosis, and treatment prediction in a clinical setting. In this review, we investigated six gene expression assay systems (qRT-PCR, DNA microarray, nCounter, RNA-Seq, FISH, and tissue microarray) that are currently being used in clinical cancer studies. Some of these methods are also commonly used in a modified way; for example, detection of DNA content or protein expression. Herein, we discuss their principles, sample preparation, design, quantification and sensitivity, data analysis, time for sample preparation and processing, and cost. We also compared these methods according to their sample selection, particularly for the feasibility of using formalin-fixed paraffin-embedded (FFPE) samples, which are routinely archived for clinical cancer studies. We intend to provide a guideline for choosing an assay method with respect to its oncological applications in a clinical setting.
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Affiliation(s)
- Shavira Narrandes
- Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.,Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada
| | - Wayne Xu
- Departments of Biochemistry and Medical Genetics, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada.,Research Institute of Oncology and Hematology, CancerCare Manitoba, Winnipeg, Canada.,College of Pharmacy, Rady Faculty of Health Sciences, University of Manitoba, Winnipeg, Canada
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23
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Hao L, Yang Z, Bi Y. Stochasticity and bifurcations in a reduced model with interlinked positive and negative feedback loops of CREB1 and CREB2 stimulated by 5-HT. Math Biosci 2016; 274:73-82. [PMID: 26877074 DOI: 10.1016/j.mbs.2016.01.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2015] [Revised: 01/26/2016] [Accepted: 01/28/2016] [Indexed: 11/29/2022]
Abstract
The cyclic AMP (cAMP)-response element-binding protein (CREB) family of transcription factors is crucial in regulating gene expression required for long-term memory (LTM) formation. Upon exposure of sensory neurons to the neurotransmitter serotonin (5-HT), CREB1 is activated via activation of the protein kinase A (PKA) intracellular signaling pathways, and CREB2 as a transcriptional repressor is relieved possibly via phosphorylation of CREB2 by mitogen-activated protein kinase (MAPK). Song et al. [18] proposed a minimal model with only interlinked positive and negative feedback loops of transcriptional regulation by the activator CREB1 and the repressor CREB2. Without considering feedbacks between the CREB proteins, Pettigrew et al. [8] developed a computational model characterizing complex dynamics of biochemical pathways downstream of 5-HT receptors. In this work, to describe more simply the biochemical pathways and gene regulation underlying 5-HT-induced LTM, we add the important extracellular sensitizing stimulus 5-HT as well as the product Ap-uch into the Song's minimal model. We also strive to examine dynamical properties of the gene regulatory network under the changing concentration of the stimulus, [5-HT], cooperating with the varying positive feedback strength in inducing a high state of CREB1 for the establishment of long-term memory. Different dynamics including monostability, bistability and multistability due to coexistence of stable steady states and oscillations is investigated by means of codimension-2 bifurcation analysis. At the different positive feedback strengths, comparative analysis of deterministic and stochastic dynamics reveals that codimension-1 bifurcation with respect to [5-HT] as the parameter can predict diverse stochastic behaviors resulted from the finite number of molecules, and the number of CREB1 molecules more and more preferentially resides near the high steady state with increasing [5-HT], which contributes to long-term memory formation.
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Affiliation(s)
- Lijie Hao
- School of Mathematics and Systems Science and LMIB, Beihang University, Beijing 100191, China
| | - Zhuoqin Yang
- School of Mathematics and Systems Science and LMIB, Beihang University, Beijing 100191, China.
| | - Yuanhong Bi
- School of Mathematics and Systems Science and LMIB, Beihang University, Beijing 100191, China; School of Statistics and Mathematics, Inner Mongolia University of Finance and Economics, Hohhot 010070, China
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24
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Watabe S, Morikawa M, Kaneda M, Nakaishi K, Nakatsuma A, Ninomiya M, Yoshimura T, Miura T, Ito E. Ultrasensitive detection of proteins and sugars at single-cell level. Commun Integr Biol 2016; 9:e1124201. [PMID: 27064305 PMCID: PMC4802808 DOI: 10.1080/19420889.2015.1124201] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/04/2015] [Revised: 11/18/2015] [Accepted: 11/18/2015] [Indexed: 11/10/2022] Open
Abstract
Each cell produces its own responses even if it appears identical to other cells. To analyze these individual cell characteristics, we need to measure trace amounts of molecules in a single cell. Nucleic acids in a single cell can be easily amplified by polymerase chain reaction, but single-cell measurement of proteins and sugars will require de novo techniques. In the present study, we outline the techniques we have developed toward this end. For proteins, our ultrasensitive enzyme-linked immunosorbent assay (ELISA) coupled with thionicotinamide-adenine dinucleotide cycling can detect proteins at subattomoles per assay. For sugars, fluorescence correlation spectroscopy coupled with glucose oxidase-catalyzed reaction allows us to measure glucose at tens of nM. Our methods thus offer versatile techniques for single-cell-level analyses, and they are hoped to strongly promote single-cell biology as well as to develop noninvasive tests in clinical medicine.
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Affiliation(s)
| | - Mika Morikawa
- R&D Headquarters, TAUNS Laboratories, Inc., Izunokuni, Japan; Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
| | - Mugiho Kaneda
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University , Sanuki, Japan
| | | | - Akira Nakatsuma
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University , Sanuki, Japan
| | - Masaki Ninomiya
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University , Sanuki, Japan
| | - Teruki Yoshimura
- Faculty of Pharmaceutical Sciences, Health Sciences University of Hokkaido , Ishikari-Tobetsu, Japan
| | - Toshiaki Miura
- Graduate School of Pharmaceutical Sciences, Hokkaido University , Sapporo, Japan
| | - Etsuro Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University , Sanuki, Japan
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The pseudogene TUSC2P promotes TUSC2 function by binding multiple microRNAs. Nat Commun 2015; 5:2914. [PMID: 24394498 PMCID: PMC3896787 DOI: 10.1038/ncomms3914] [Citation(s) in RCA: 88] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/19/2013] [Accepted: 11/11/2013] [Indexed: 01/16/2023] Open
Abstract
Various non-coding regions of the genome, once presumed to be ‘junk’ DNA, have recently been found to be transcriptionally active. In particular, pseudogenes are now known to have important biological roles. Here we report that transcripts of the two tumour suppressor candidate-2 pseudogenes (TUSC2P), found on chromosomes X and Y, are homologous to the 3′-UTR of their corresponding protein coding transcript, TUSC2. TUSC2P and the TUSC2 3′-UTR share many common miRNA-binding sites, including miR-17, miR-93, miR-299-3p, miR-520a, miR-608 and miR-661. We find that ectopic expression of TUSC2P and the TUSC2 3′-UTR inhibits cell proliferation, survival, migration, invasion and colony formation, and increases tumour cell death. By interacting with endogenous miRNAs, TUSC2P and TUSC2 3′-UTR arrest the functions of these miRNAs, resulting in increased translation of TUSC2. The TUSC2P and TUSC2 3′-UTR could thus be used as combinatorial miRNA inhibitors and might have clinical applications. Non-coding RNAs have recently emerged as crucial regulators of gene expression. Here Rutnam et al. identify a pseudogene complementary to the 3′-UTR of the TUSC2 tumour suppressor that regulates TUSC2 levels by acting as a decoy for endogenous microRNAs and thereby inhibits tumorigenesis.
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Function of insulin in snail brain in associative learning. J Comp Physiol A Neuroethol Sens Neural Behav Physiol 2015; 201:969-81. [PMID: 26233474 DOI: 10.1007/s00359-015-1032-5] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2015] [Revised: 07/23/2015] [Accepted: 07/24/2015] [Indexed: 12/23/2022]
Abstract
Insulin is well known as a hormone regulating glucose homeostasis across phyla. Although there are insulin-independent mechanisms for glucose uptake in the mammalian brain, which had contributed to a perception of the brain as an insulin-insensitive organ for decades, the finding of insulin and its receptors in the brain revolutionized the concept of insulin signaling in the brain. However, insulin's role in brain functions, such as cognition, attention, and memory, remains unknown. Studies using invertebrates with their open blood-vascular system have the promise of promoting a better understanding of the role played by insulin in mediating/modulating cognitive functions. In this review, the relationship between insulin and its impact on long-term memory (LTM) is discussed particularly in snails. The pond snail Lymnaea stagnalis has the ability to undergo conditioned taste aversion (CTA), that is, it associatively learns and forms LTM not to respond with a feeding response to a food that normally elicits a robust feeding response. We show that molluscan insulin-related peptides are up-regulated in snails exhibiting CTA-LTM and play a key role in the causal neural basis of CTA-LTM. We also survey the relevant literature of the roles played by insulin in learning and memory in other phyla.
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Nakatsuma A, Kaneda M, Kodama H, Morikawa M, Watabe S, Nakaishi K, Yamashita M, Yoshimura T, Miura T, Ninomiya M, Ito E. Detection of HIV-1 p24 at Attomole Level by Ultrasensitive ELISA with Thio-NAD Cycling. PLoS One 2015; 10:e0131319. [PMID: 26098695 PMCID: PMC4476629 DOI: 10.1371/journal.pone.0131319] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2015] [Accepted: 06/01/2015] [Indexed: 01/12/2023] Open
Abstract
To reduce the window period between HIV-1 infection and the ability to diagnose it, a fourth-generation immunoassay including the detection of HIV-1 p24 antigen has been developed. However, because the commercially available systems for this assay use special, high-cost instruments to measure, for example, chemiluminescence, it is performed only by diagnostics companies and hub hospitals. To overcome this limitation, we applied an ultrasensitive ELISA coupled with a thio-NAD cycling, which is based on a usual enzyme immunoassay without special instruments, to detect HIV-1 p24. The p24 detection limit by our ultrasensitive ELISA was 0.0065 IU/assay (i.e., ca. 10-18 moles/assay). Because HIV-1 p24 antigen is thought to be present in the virion in much greater numbers than viral RNA copies, the value of 10-18 moles of the p24/assay corresponds to ca. 103 copies of the HIV-1 RNA/assay. That is, our ultrasensitive ELISA is chasing the detection limit (102 copies/assay) obtained by PCR-based nucleic acid testing (NAT) with a margin of only one different order. Further, the detection limit by our ultrasensitive ELISA is less than that mandated for a CE-marked HIV antigen/antibody assay. An additional recovery test using blood supported the reliability of our ultrasensitive ELISA.
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Affiliation(s)
- Akira Nakatsuma
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
| | - Mugiho Kaneda
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
| | - Hiromi Kodama
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
| | - Mika Morikawa
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
- TAUNS Laboratories, Inc., Izunokuni, Japan
| | | | | | | | - Teruki Yoshimura
- Faculty of Pharmaceutical Sciences, Health Sciences University of Hokkaido, Ishikari-Tobetsu, Japan
| | - Toshiaki Miura
- Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo, Japan
| | - Masaki Ninomiya
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
| | - Etsuro Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan
- * E-mail:
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28
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cJun and CREB2 in the postsynaptic neuron contribute to persistent long-term facilitation at a behaviorally relevant synapse. J Neurosci 2015; 35:386-95. [PMID: 25568130 DOI: 10.1523/jneurosci.3284-14.2015] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
Basic region leucine zipper (bZIP) transcription factors regulate gene expression critical for long-term synaptic plasticity or neuronal excitability contributing to learning and memory. At sensorimotor synapses of Aplysia, changes in activation or expression of CREB1 and CREB2 in sensory neurons are required for long-term synaptic plasticity. However, it is unknown whether concomitant stimulus-induced changes in expression and activation of bZIP transcription factors in the postsynaptic motor neuron also contribute to persistent long-term facilitation (P-LTF). We overexpressed various forms of CREB1, CREB2, or cJun in the postsynaptic motor neuron L7 in cell culture to examine whether these factors contribute to P-LTF. P-LTF is evoked by 2 consecutive days of 5-HT applications (2 5-HT), while a transient form of LTF is produced by 1 day of 5-HT applications (1 5-HT). Significant increases in the expression of both cJun and CREB2 mRNA in L7 accompany P-LTF. Overexpressing each bZIP factor in L7 did not alter basal synapse strength, while coexpressing cJun and CREB2 in L7 evoked persistent increases in basal synapse strength. In contrast, overexpressing cJun and CREB2 in sensory neurons evoked persistent decreases in basal synapse strength. Overexpressing wild-type cJun or CREB2, but not CREB1, in L7 can replace the second day of 5-HT applications in producing P-LTF. Reducing cJun activity in L7 blocked P-LTF evoked by 2 5-HT. These results suggest that expression and activation of different bZIP factors in both presynaptic and postsynaptic neurons contribute to persistent change in synapse strength including stimulus-dependent long-term synaptic plasticity.
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Li L, Wang X, Zhang X, Wang J, Jin W. Single-cell multiple gene expression analysis based on single-molecule-detection microarray assay for multi-DNA determination. Anal Chim Acta 2015; 854:122-8. [DOI: 10.1016/j.aca.2014.11.017] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2014] [Revised: 11/10/2014] [Accepted: 11/13/2014] [Indexed: 11/16/2022]
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30
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Watabe S, Kodama H, Kaneda M, Morikawa M, Nakaishi K, Yoshimura T, Iwai A, Miura T, Ito E. Ultrasensitive enzyme-linked immunosorbent assay (ELISA) of proteins by combination with the thio-NAD cycling method. Biophysics (Nagoya-shi) 2014; 10:49-54. [PMID: 27493498 PMCID: PMC4629663 DOI: 10.2142/biophysics.10.49] [Citation(s) in RCA: 28] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2014] [Accepted: 08/20/2014] [Indexed: 12/01/2022] Open
Abstract
An ultrasensitive method for the determination of proteins is described that combines an enzyme-linked immunosorbent assay (ELISA) and a thionicotinamide-adenine dinucleotide (thio-NAD) cycling method. A sandwich method using a primary and a secondary antibody for antigens is employed in an ELISA. An androsterone derivative, 3α-hydroxysteroid, is produced by the hydrolysis of 3α-hydroxysteroid 3-phosphate with alkaline phosphatase linked to the secondary antibody. This 3α-hydroxysteroid is oxidized to a 3-ketosteroid by 3α- hydroxysteroid dehydrogenase (3α-HSD) with a cofactor thio-NAD. By the opposite reaction, the 3-ketosteroid is reduced to a 3α-hydroxysteroid by 3α-HSD with a cofactor NADH. During this cycling reaction, thio-NADH accumulates in a quadratic function-like fashion. Accumulated thio-NADH can be measured directly at an absorbance of 400 nm without any interference from other cofactors. These features enable us to detect a target protein with ultrasensitivity (10−19 mol/assay) by measuring the cumulative quantity of thio-NADH. Our ultrasensitive determination of proteins thus allows for the detection of small amounts of proteins only by the application of thio-NAD cycling reagents to the usual ELISA system.
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Affiliation(s)
| | - Hiromi Kodama
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki 769-2193, Japan
| | - Mugiho Kaneda
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki 769-2193, Japan
| | - Mika Morikawa
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki 769-2193, Japan; TAUNS Co. Ltd., Izunokuni 410-2325, Japan
| | | | - Teruki Yoshimura
- Faculty of Pharmaceutical Sciences, Health Sciences University of Hokkaido, Ishikari-Tobetsu 061-0293, Japan
| | - Atsushi Iwai
- Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo 060-0812, Japan
| | - Toshiaki Miura
- Graduate School of Pharmaceutical Sciences, Hokkaido University, Sapporo 060-0812, Japan
| | - Etsuro Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki 769-2193, Japan
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31
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Ito E, Kojima S, Lukowiak K, Sakakibara M. From likes to dislikes: conditioned taste aversion in the great pond snail (Lymnaea stagnalis). CAN J ZOOL 2013. [DOI: 10.1139/cjz-2012-0292] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
The neural circuitry comprising the central pattern generator (CPG) that drives feeding behavior in the great pond snail (Lymnaea stagnalis (L., 1758)) has been worked out. Because the feeding behavior undergoes associative learning and long-term memory (LTM) formation, it provides an excellent opportunity to study the causal neuronal mechanisms of these two processes. In this review, we explore some of the possible causal neuronal mechanisms of associative learning of conditioned taste aversion (CTA) and its subsequent consolidation processes into LTM in L. stagnalis. In the CTA training procedure, a sucrose solution, which evokes a feeding response, is used as the conditioned stimulus (CS) and a potassium chloride solution, which causes a withdrawal response, is used as the unconditioned stimulus (US). The pairing of the CS–US alters both the feeding response of the snail and the function of a pair of higher order interneurons in the cerebral ganglia. Following the acquisition of CTA, the polysynaptic inhibitory synaptic input from the higher order interneurons onto the feeding CPG neurons is enhanced, resulting in suppression of the feeding response. These changes in synaptic efficacy are thought to constitute a “memory trace” for CTA in L. stagnalis.
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Affiliation(s)
- E. Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, 1314-1 Shido, Sanuki 769-2193, Japan
| | - S. Kojima
- Sandler Neurosciences Center, University of California, San Francisco, 675 Nelson Rising Lane 518, San Francisco, CA 94143-0444, USA
| | - K. Lukowiak
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - M. Sakakibara
- School of High-Technology for Human Welfare, Tokai University, 317 Nishino, Numazu 410-0321, Japan
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32
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Involvement of insulin-like peptide in long-term synaptic plasticity and long-term memory of the pond snail Lymnaea stagnalis. J Neurosci 2013; 33:371-83. [PMID: 23283349 DOI: 10.1523/jneurosci.0679-12.2013] [Citation(s) in RCA: 50] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
The pond snail Lymnaea stagnalis is capable of learning taste aversion and consolidating this learning into long-term memory (LTM) that is called conditioned taste aversion (CTA). Previous studies showed that some molluscan insulin-related peptides (MIPs) were upregulated in snails exhibiting CTA. We thus hypothesized that MIPs play an important role in neurons underlying the CTA-LTM consolidation process. To examine this hypothesis, we first observed the distribution of MIP II, a major peptide of MIPs, and MIP receptor and determined the amounts of their mRNAs in the CNS. MIP II was only observed in the light green cells in the cerebral ganglia, but the MIP receptor was distributed throughout the entire CNS, including the buccal ganglia. Next, when we applied exogenous mammalian insulin, secretions from MIP-containing cells or partially purified MIPs, to the isolated CNS, we observed a long-term change in synaptic efficacy (i.e., enhancement) of the synaptic connection between the cerebral giant cell (a key interneuron for CTA) and the B1 motor neuron (a buccal motor neuron). This synaptic enhancement was blocked by application of an insulin receptor antibody to the isolated CNS. Finally, injection of the insulin receptor antibody into the snail before CTA training, while not blocking the acquisition of taste aversion learning, blocked the memory consolidation process; thus, LTM was not observed. These data suggest that MIPs trigger changes in synaptic connectivity that may be correlated with the consolidation of taste aversion learning into CTA-LTM in the Lymnaea CNS.
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33
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Schwabe A, Rybakova KN, Bruggeman FJ. Transcription stochasticity of complex gene regulation models. Biophys J 2013; 103:1152-61. [PMID: 22995487 DOI: 10.1016/j.bpj.2012.07.011] [Citation(s) in RCA: 40] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/12/2012] [Accepted: 07/05/2012] [Indexed: 11/28/2022] Open
Abstract
Transcription is regulated by a multitude of factors that concertedly induce genes to switch between activity states. Eukaryotic transcription involves a multitude of complexes that sequentially assemble on chromatin under the influence of transcription factors and the dynamic state of chromatin. Prokaryotic transcription depends on transcription factors, sigma-factors, and, in some cases, on DNA looping. We present a stochastic model of transcription that considers these complex regulatory mechanisms. We coarse-grain the molecular details in such a way that the model can describe a broad class of gene-regulation mechanisms. We solve this model analytically for various measures of stochastic transcription and compare alternative gene-regulation designs. We find that genes with complex multiprotein regulation can have peaked burst-size distributions in contrast to the geometric distributions found for simple models of transcription regulation. Burst-size distributions are, in addition, shaped by mRNA degradation during transcription bursts. We derive the stochastic properties of genes in the limit of deterministic switch times. These genes typically have reduced transcription noise. Severe timescale separation between gene regulation and transcription initiation enhances noise and leads to bimodal mRNA copy number distributions. In general, complex mechanisms for gene regulation lead to nonexponential waiting-time distributions for gene switching and transcription initiation, which typically reduce noise in mRNA copy numbers and burst size. Finally, we discuss that qualitatively different gene regulation models can often fit the same experimental data on single-cell mRNA abundance even though they have qualitatively different burst-size statistics and regulatory parameters.
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Affiliation(s)
- Anne Schwabe
- Life Sciences, Centre for Mathematics and Computer Science (Centrum Wiskunde & Informatica), Amsterdam, The Netherlands
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34
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Otsuka E, Matsunaga M, Okada R, Yamagishi M, Okuta A, Lukowiak K, Ito E. Increase in cyclic AMP concentration in a cerebral giant interneuron mimics part of a memory trace for conditioned taste aversion of the pond snail. Biophysics (Nagoya-shi) 2013; 9:161-6. [PMID: 27493554 PMCID: PMC4629678 DOI: 10.2142/biophysics.9.161] [Citation(s) in RCA: 15] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2013] [Accepted: 10/18/2013] [Indexed: 12/02/2022] Open
Abstract
Conditioned taste aversion (CTA) can be classically conditioned in the pond snail Lymnaea stagnalis and subsequently be consolidated into long-term memory (LTM). The neural trace that subserves CTA-LTM can be summarized as follows: A polysynaptic inhibitory postsynaptic potential recorded in the neuron 1 medial (N1M) cell in the conditioned snails as a result of activation of the cerebral giant cell (CGC) is larger and lasts longer than that in control snails. The N1M cell is ultimately activated by the CGC via the neuron 3 tonic (N3t) cell. That is, the inhibitory monosynaptic inputs from the N3t cell to the N1M cell are facilitated. The N1M and N3t cells are the members of feeding central pattern generator, whereas the CGC is a multimodal interneuron thought to play a key role in feeding behavior. Here we examined the involvement of a second messenger, cAMP, in the establishment of the memory trace. We injected cAMP into the CGC and monitored the potentials of the B3 motor neuron activated by the CGC. B3 activity is used as an index for the synaptic inputs from the N3t cell to the N1M cell. We found that the B3 potentials were transiently enlarged. Thus, when the cAMP concentration is increased in the CGC by taste aversion training, cAMP-induced changes may play a key role in the establishment of a memory trace in the N3t cell.
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Affiliation(s)
- Emi Otsuka
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Kagawa 769-2193, Japan
| | - Miho Matsunaga
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Kagawa 769-2193, Japan
| | - Ryuichi Okada
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Kagawa 769-2193, Japan
| | - Miki Yamagishi
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Kagawa 769-2193, Japan
| | - Akiko Okuta
- Cellular and Structural Physiology Institute, Nagoya University, Nagoya, Aichi 464-8601, Japan
| | - Ken Lukowiak
- Hotchkiss Brain Institute, University of Calgary, Calgary, AB T2N 4N1, Canada
| | - Etsuro Ito
- Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Kagawa 769-2193, Japan
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Ito E, Otsuka E, Hama N, Aonuma H, Okada R, Hatakeyama D, Fujito Y, Kobayashi S. Memory trace in feeding neural circuitry underlying conditioned taste aversion in Lymnaea. PLoS One 2012; 7:e43151. [PMID: 22900097 PMCID: PMC3416747 DOI: 10.1371/journal.pone.0043151] [Citation(s) in RCA: 24] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2012] [Accepted: 07/17/2012] [Indexed: 11/18/2022] Open
Abstract
BACKGROUND The pond snail Lymnaea stagnalis can maintain a conditioned taste aversion (CTA) as a long-term memory. Previous studies have shown that the inhibitory postsynaptic potential (IPSP) evoked in the neuron 1 medial (N1M) cell by activation of the cerebral giant cell (CGC) in taste aversion-trained snails was larger and lasted longer than that in control snails. The N1M cell is one of the interneurons in the feeding central pattern generator (CPG), and the CGC is a key regulatory neuron for the feeding CPG. METHODOLOGY/PRINCIPLE FINDINGS Previous studies have suggested that the neural circuit between the CGC and the N1M cell consists of two synaptic connections: (1) the excitatory connection from the CGC to the neuron 3 tonic (N3t) cell and (2) the inhibitory connection from the N3t cell to the N1M cell. However, because the N3t cell is too small to access consistently by electrophysiological methods, in the present study the synaptic inputs from the CGC to the N3t cell and those from the N3t cell to the N1M cell were monitored as the monosynaptic excitatory postsynaptic potential (EPSP) recorded in the large B1 and B3 motor neurons, respectively. The evoked monosynaptic EPSPs of the B1 motor neurons in the brains isolated from the taste aversion-trained snails were identical to those in the control snails, whereas the spontaneous monosynaptic EPSPs of the B3 motor neurons were significantly enlarged. CONCLUSION/SIGNIFICANCE These results suggest that, after taste aversion training, the monosynaptic inputs from the N3t cell to the following neurons including the N1M cell are specifically facilitated. That is, one of the memory traces for taste aversion remains as an increase in neurotransmitter released from the N3t cell. We thus conclude that the N3t cell suppresses the N1M cell in the feeding CPG, in response to the conditioned stimulus in Lymnaea CTA.
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Affiliation(s)
- Etsuro Ito
- Laboratory of Functional Biology, Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University, Sanuki, Japan.
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36
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Sui B, Li L, Li L, Jin W. An ultra-sensitive DNA assay based on single-molecule detection coupled with hybridization accumulation and its application. Analyst 2011; 136:3950-5. [PMID: 21818488 DOI: 10.1039/c1an15405b] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
An ultra-sensitive assay for quantification of DNA based on single-molecule detection coupled with hybridization accumulation was developed. In this assay, target DNA (tDNA) in solution was accumulated on a silanized substrate blocked with ethanolamine and bovine serum albumin (BSA) through a hybridization reaction between tDNA and capture DNA immobilized on the substrate. The tDNA on the substrate was labeled with quantum dots which had been modified with detection DNA and blocked with BSA. The fluorescence image of single QD-labeled tDNA molecules on the substrate was acquired using total internal reflection fluorescence microscopy. The tDNA was quantified by counting the bright dots on the image from the QDs. The limit of detection of the DNA assay was as low as 6.4 × 10(-18) mol L(-1). Due to the ultra-high sensitivity, the DNA assay was applied to measure the beta-2-microglobulin messenger RNA level in single human breast cancer cells without a need for PCR amplification.
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Affiliation(s)
- Benhui Sui
- School of Chemistry and Chemical Engineering, Shandong University, Jinan, 250100, China
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37
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Sui B, Li L, Li X, Wang J, Zhang X, Jin W. DNA microspot assay using single-molecule detection and requiring 1.8 nL samples only. Mikrochim Acta 2011. [DOI: 10.1007/s00604-011-0640-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/26/2022]
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38
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Sadamoto H, Kitahashi T, Fujito Y, Ito E. Learning-Dependent Gene Expression of CREB1 Isoforms in the Molluscan Brain. Front Behav Neurosci 2010; 4:25. [PMID: 20631825 PMCID: PMC2901150 DOI: 10.3389/fnbeh.2010.00025] [Citation(s) in RCA: 34] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2010] [Accepted: 04/30/2010] [Indexed: 11/13/2022] Open
Abstract
Cyclic AMP-responsive element binding protein1 (CREB1) has multiple functions in gene regulation. Various studies have reported that CREB1-dependent gene induction is necessary for memory formation and long-lasting behavioral changes in both vertebrates and invertebrates. In the present study, we characterized Lymnaea CREB1 (LymCREB1) mRNA isoforms of spliced variants in the central nervous system (CNS) of the pond snail Lymnaea stagnalis. Among these spliced variants, the three isoforms that code a whole LymCREB1 protein are considered to be the activators for gene regulation. The other four isoforms, which code truncated LymCREB1 proteins with no kinase inducible domain, are the repressors. For a better understanding of the possible roles of different LymCREB1 isoforms, the expression level of these isoform mRNAs was investigated by a real-time quantitative RT-PCR method. Further, we examined the changes in gene expression for all the isoforms in the CNS after conditioned taste aversion (CTA) learning or backward conditioning as a control. The results showed that CTA learning increased LymCREB1 gene expression, but it did not change the activator/repressor ratio. Our findings showed that the repressor isoforms, as well as the activator ones, are expressed in large amounts in the CNS, and the gene expression of CREB1 isoforms appeared to be specific for the given stimulus. This was the first quantitative analysis of the expression patterns of CREB1 isoforms at the mRNA level and their association with learning behavior.
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Affiliation(s)
- Hisayo Sadamoto
- Laboratory of Functional Biology, Kagawa School of Pharmaceutical Sciences, Tokushima Bunri University Sanuki, Japan
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Kim J, Eberwine J. RNA: state memory and mediator of cellular phenotype. Trends Cell Biol 2010; 20:311-8. [PMID: 20382532 DOI: 10.1016/j.tcb.2010.03.003] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2009] [Revised: 03/15/2010] [Accepted: 03/18/2010] [Indexed: 12/11/2022]
Abstract
It has become increasingly clear that the genome is dynamic and exquisitely sensitive, changing expression patterns in response to age, environmental stimuli and pharmacological and physiological manipulations. Similarly, cellular phenotype, traditionally viewed as a stable end-state, should be viewed as versatile and changeable. The phenotype of a cell is better defined as a 'homeostatic phenotype' implying plasticity resulting from a dynamically changing yet characteristic pattern of gene/protein expression. A stable change in phenotype is the result of the movement of a cell between different multidimensional identity spaces. Here, we describe a key driver of this transition and the stabilizer of phenotype: the relative abundances of the cellular RNAs. We argue that the quantitative state of RNA can be likened to a state memory, that when transferred between cells, alters the phenotype in a predictable manner.
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Affiliation(s)
- Junhyong Kim
- Penn Genome Frontiers Institute, Department of Biology, University of Pennsylvania Medical School, University of Pennsylvania, Philadelphia, PA 19104, USA.
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Paré A, Lemons D, Kosman D, Beaver W, Freund Y, McGinnis W. Visualization of individual Scr mRNAs during Drosophila embryogenesis yields evidence for transcriptional bursting. Curr Biol 2010; 19:2037-42. [PMID: 19931455 DOI: 10.1016/j.cub.2009.10.028] [Citation(s) in RCA: 90] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/06/2009] [Revised: 09/11/2009] [Accepted: 10/08/2009] [Indexed: 11/18/2022]
Abstract
The detection and counting of transcripts within single cells via fluorescent in situ hybridization (FISH) has allowed researchers to ask quantitative questions about gene expression at the level of individual cells. This method is often preferable to quantitative RT-PCR, because it does not necessitate destruction of the cells being probed and maintains spatial information that may be of interest. Until now, studies using FISH at single-molecule resolution have only been rigorously carried out in isolated cells (e.g., yeast cells or mammalian cell culture). Here, we describe the detection and counting of transcripts within single cells of fixed, whole-mount Drosophila embryos via a combination of FISH, immunohistochemistry, and image segmentation. Our method takes advantage of inexpensive, long RNA probes detected with antibodies, and we present novel evidence to show that we can robustly detect single mRNA molecules. We use this method to characterize transcription at the endogenous locus of the Hox gene Sex combs reduced (Scr), by comparing a stably expressing group of cells to a group that only transiently expresses the gene. Our data provide evidence for transcriptional bursting, as well for divergent "accumulation" and "maintenance" phases of gene activity at the Scr locus.
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Affiliation(s)
- Adam Paré
- Section of Cell and Developmental Biology, Division of Biology, University of California, San Diego, La Jolla, CA 92093, USA.
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Taniguchi K, Kajiyama T, Kambara H. Quantitative analysis of gene expression in a single cell by qPCR. Nat Methods 2009; 6:503-6. [PMID: 19525960 DOI: 10.1038/nmeth.1338] [Citation(s) in RCA: 108] [Impact Index Per Article: 7.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2009] [Accepted: 04/27/2009] [Indexed: 11/09/2022]
Abstract
We developed a quantitative PCR method featuring a reusable single-cell cDNA library immobilized on beads for measuring the expression of multiple genes in a single cell. We used this method to analyze multiple cDNA targets (from several copies to several hundred thousand copies) with an experimental error of 15.9% or less. This method is sufficiently accurate to investigate the heterogeneity of single cells.
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Huang X, Li Y, Zheng CY. A novel single-cell quantitative real-time RT-PCR method for quantifying foot-and-mouth disease viral RNA. J Virol Methods 2008; 155:150-6. [PMID: 19010355 DOI: 10.1016/j.jviromet.2008.10.007] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2008] [Revised: 09/26/2008] [Accepted: 10/02/2008] [Indexed: 10/21/2022]
Abstract
Foot-and-mouth disease virus is a positive-sense, single-stranded RNA virus with a negative strand as its replication intermediate, which can cause severe acute infection in sensitive cell lines. To investigate better the actual state of virus infection, there is a need to measure the amount of FMDV RNA in a single acutely infected cell rather than in a large number of cells. Therefore, in the present study, a strand-specific single-cell quantitative real-time RT-PCR was developed to analyze the RNA or FMDV. This new method uses two techniques in concert with each other: a technique for isolating single cells with micromanipulators, which is coupled to an assay for detecting viral RNA by real-time RT-PCR. In the assay of acute infection, 185 of 224 (82.6%) single-cell samples were positive and contained viral genome copies ranging from several to thousands, and up to 1,000,000 copies. However, not all cells were infected and there were differences in the number of viral RNA copies between cells. A single-cell quantitative RT-PCR was validated to be feasible and effective.
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Affiliation(s)
- Xuan Huang
- State Key Laboratory of Virology, College of Life Sciences, Wuhan University, Wuhan 430072, China
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Yue C, Ponzio TA, Fields RL, Gainer H. Oxytocin and vasopressin gene expression and RNA splicing patterns in the rat supraoptic nucleus. Physiol Genomics 2008; 35:231-42. [PMID: 18765859 PMCID: PMC2585020 DOI: 10.1152/physiolgenomics.90218.2008] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2008] [Accepted: 08/28/2008] [Indexed: 11/22/2022] Open
Abstract
In this study, we test the hypothesis that there are differential splicing patterns between the expressed oxytocin (OT) and vasopressin (VP) genes in the rat supraoptic nucleus (SON). We quantify the low abundance, intron-containing heteronuclear RNAs (hnRNAs) and the higher abundance mRNAs in the SON using two-step, quantitative SYBR Green real-time reverse transcription (RT)-PCR and external standard curves constructed using synthetic 90 nt sense-strand oligonucleotides. The levels of OT and VP mRNA in the SON were found to be similar, approximately 10(8) copies/SON pair, whereas the copy numbers of VP hnRNAs containing intron 1 or 2 and the OT hnRNA containing intron 1 are much lower, i.e., approximately 10(2)-10(3) copies/rat SON pair. However, the estimated copy number of the intron 2-containing OT hnRNA is much larger, approximately 10(6) copies/SON pair. The relative distributions of all the OT and VP RNA species were invariant and independent of the physiological status of the rats (e.g., osmotically stimulated or lactating rats). Using intron-specific riboprobes against hnRNAs, we demonstrate by fluorescence in situ hybridization strong signals of OT hnRNA containing intron 2 predominantly in the cytoplasm, in contrast to the localization of the VP hnRNA found only in the nuclei. Taken together, these data support the view that the splicing patterns between OT and VP gene transcripts are different and show that there is a selective cytoplasmic retention of OT intron 2.
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Affiliation(s)
- Chunmei Yue
- Molecular Neuroscience Section, Laboratory of Neurochemistry, National Institute of Neurological Disorders and Stroke, National Institutes of Health, Bethesda, Maryland 20892, USA
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Bengtsson M, Hemberg M, Rorsman P, Ståhlberg A. Quantification of mRNA in single cells and modelling of RT-qPCR induced noise. BMC Mol Biol 2008; 9:63. [PMID: 18631407 PMCID: PMC2483285 DOI: 10.1186/1471-2199-9-63] [Citation(s) in RCA: 97] [Impact Index Per Article: 6.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2008] [Accepted: 07/17/2008] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Gene expression has a strong stochastic element resulting in highly variable mRNA levels between individual cells, even in a seemingly homogeneous cell population. Access to fundamental information about cellular mechanisms, such as correlated gene expression, motivates measurements of multiple genes in individual cells. Quantitative reverse transcription PCR (RT-qPCR) is the most accessible method which provides sufficiently accurate measurements of mRNA in single cells. RESULTS Low concentration of guanidine thiocyanate was used to fully lyse single pancreatic beta-cells followed by RT-qPCR without the need for purification. The accuracy of the measurements was determined by a quantitative noise-model of the reverse transcription and PCR. The noise is insignificant for initial copy numbers >100 while at lower copy numbers the noise intrinsic of the PCR increases sharply, eventually obscuring quantitative measurements. Importantly, the model allows us to determine the RT efficiency without using artificial RNA as a standard. The experimental setup was applied on single endocrine cells, where the technical and biological noise levels were determined. CONCLUSION Noise in single-cell RT-qPCR is insignificant compared to biological cell-to-cell variation in mRNA levels for medium and high abundance transcripts. To minimize the technical noise in single-cell RT-qPCR, the mRNA should be analyzed with a single RT reaction, and a single qPCR reaction per gene.
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Affiliation(s)
- Martin Bengtsson
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, The Churchill Hospital, Oxford, OX3 7LJ, UK
- Department of Clinical Sciences, Lund University, Clinical Research Centre, 205 02 Malmö, Sweden
| | - Martin Hemberg
- Department of Bioengineering, Imperial College London, South Kensington Campus, London SW7 2AZ, UK
- Department of Ophthalmology and Program in Neurobiology, Children's Hospital Boston, Harvard Medical School, 1 Blackfan Circle, Boston, MA 02115, USA
| | - Patrik Rorsman
- Oxford Centre for Diabetes, Endocrinology and Metabolism, University of Oxford, The Churchill Hospital, Oxford, OX3 7LJ, UK
| | - Anders Ståhlberg
- Stem Cell Center, Lund University, BMC B10, 221 84 Lund, Sweden
- Department of Clinical Neuroscience and Rehabilitation, Institute of Neurosciences and Physiology, Sahlgrenska Academy at Göteborg University, Medicinaregatan 9A, 413 90 Göteborg, Sweden
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Takagi M, Kitabayashi T, Koizumi S, Hirose H, Kondo SI, Fujiwara M, Ueno K, Hiroaki M, Hosokawa Y, Masuhara H, Wakitani S. Correlation between cell morphology and aggrecan gene expression level during differentiation from mesenchymal stem cells to chondrocytes. Biotechnol Lett 2008; 30:1189-95. [PMID: 18338220 DOI: 10.1007/s10529-008-9683-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/06/2008] [Revised: 02/20/2008] [Accepted: 02/21/2008] [Indexed: 01/09/2023]
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Sugai R, Azami S, Shiga H, Watanabe T, Sadamoto H, Kobayashi S, Hatakeyama D, Fujito Y, Lukowiak K, Ito E. One-trial conditioned taste aversion in Lymnaea: good and poor performers in long-term memory acquisition. ACTA ACUST UNITED AC 2007; 210:1225-37. [PMID: 17371921 DOI: 10.1242/jeb.02735] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
In the majority of studies designed to elucidate the causal mechanisms of memory formation, certain members of the experimental cohort, even though subjected to exactly the same conditioning procedures, remember significantly better than others, whereas others show little or no long-term memory (LTM) formation. To begin to address the question of why this phenomenon occurs and thereby help clarify the causal mechanism of LTM formation, we used a conditioned taste aversion (CTA) procedure on individuals of the pond snail Lymnaea stagnalis and analyzed their subsequent behavior. Using sucrose as an appetitive stimulus and KCl as an aversive stimulus, we obtained a constant ratio of ;poor' to ;good' performers for CTA-LTM. We found that approximately 40% of trained snails possessed LTM following a one-trial conditioning procedure. When we examined the time-window necessary for the memory consolidation, we found that if we cooled snails to 4 degrees C for 30 min within 10 min after the one-trial conditioning, LTM was blocked. However, with delayed cooling (i.e. longer than 10 min), LTM was present. We could further interfere with LTM formation by inducing inhibitory learning (i.e. backward conditioning) after the one-trial conditioning. Finally, we examined whether we could motivate snails to acquire LTM by depriving them of food for 5 days before the one-trial conditioning. Food-deprived snails, however, failed to exhibit LTM following the one-trial conditioning. These results will help us begin to clarify why some individuals are better at learning and forming memory for specific tasks at the neuronal level.
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Affiliation(s)
- Rio Sugai
- Division of Biological Sciences, Graduate School of Science, Hokkaido University, North 10, West 8, Kita-ku, Sapporo 060-0810, Japan
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Palmer CP, Mycielska ME, Burcu H, Osman K, Collins T, Beckerman R, Perrett R, Johnson H, Aydar E, Djamgoz MBA. Single cell adhesion measuring apparatus (SCAMA): application to cancer cell lines of different metastatic potential and voltage-gated Na+ channel expression. EUROPEAN BIOPHYSICS JOURNAL: EBJ 2007; 37:359-68. [PMID: 17879092 DOI: 10.1007/s00249-007-0219-2] [Citation(s) in RCA: 49] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/24/2006] [Revised: 07/25/2007] [Accepted: 08/25/2007] [Indexed: 12/16/2022]
Abstract
We have developed a simple yet effective apparatus, based upon negative pressure directed to the tip of a micro-pipette, to measure the adhesiveness of single cells. The "single cell adhesion measuring apparatus" (SCAMA) could differentiate between the adhesion of strongly versus weakly metastatic cancer cells as well as normal cells. Adhesion was quantified as "detachment negative pressure" (DNP) or "DNP relative to cell size" (DNPR) where a noticeable difference in cell size was apparent. Thus, for rat and human prostate and human breast cancer cell lines, adhesiveness (DNPR values) decreased in line with increased metastatic potential. Using the SCAMA, we investigated the effect of tetrodotoxin (TTX), a specific blocker of voltage-gated Na(+) channels (VGSCs), on the adhesion of rat and human prostate cancer cell lines of markedly different metastatic potential. Following pretreatment with TTX (48 h with 1 microM), the adhesion values for the Mat-LyLu cells increased significantly 4.3-fold; there was no effect on the AT-2 cells. For the strongly metastatic PC-3M cells, TTX treatment caused a significant (approximately 30%) increase in adhesion. The adhesion of PNT2-C2 ("normal") cells was not affected by the TTX pretreatment. The TTX-induced increase in the adhesiveness of the strongly metastatic cells was consistent with the functional VGSC expression in these cells and the proposed role of VGSC activity in metastatic cell behaviour. In conclusion, the SCAMA, which can be constructed easily and cheaply, offers a simple and effective method to characterise single-cell adhesion and its modulation.
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Affiliation(s)
- Christopher P Palmer
- Division of Molecular & Cell Biology, Neuroscience Solutions to Cancer Research Group, Sir Alexander Fleming Building, Imperial College London, London, UK
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48
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Song H, Smolen P, Av-Ron E, Baxter DA, Byrne JH. Dynamics of a minimal model of interlocked positive and negative feedback loops of transcriptional regulation by cAMP-response element binding proteins. Biophys J 2007; 92:3407-24. [PMID: 17277187 PMCID: PMC1853161 DOI: 10.1529/biophysj.106.096891] [Citation(s) in RCA: 59] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/06/2006] [Accepted: 01/11/2007] [Indexed: 02/06/2023] Open
Abstract
cAMP-response element binding (CREB) proteins are involved in transcriptional regulation in a number of cellular processes (e.g., neural plasticity and circadian rhythms). The CREB family contains activators and repressors that may interact through positive and negative feedback loops. These loops can be generated by auto- and cross-regulation of expression of CREB proteins, via CRE elements in or near their genes. Experiments suggest that such feedback loops may operate in several systems (e.g., Aplysia and rat). To understand the functional implications of such feedback loops, which are interlocked via cross-regulation of transcription, a minimal model with a positive and negative loop was developed and investigated using bifurcation analysis. Bifurcation analysis revealed diverse nonlinear dynamics (e.g., bistability and oscillations). The stability of steady states or oscillations could be changed by time delays in the synthesis of the activator (CREB1) or the repressor (CREB2). Investigation of stochastic fluctuations due to small numbers of molecules of CREB1 and CREB2 revealed a bimodal distribution of CREB molecules in the bistability region. The robustness of the stable HIGH and LOW states of CREB expression to stochastic noise differs, and a critical number of molecules was required to sustain the HIGH state for days or longer. Increasing positive feedback or decreasing negative feedback also increased the lifetime of the HIGH state, and persistence of this state may correlate with long-term memory formation. A critical number of molecules was also required to sustain robust oscillations of CREB expression. If a steady state was near a deterministic Hopf bifurcation point, stochastic resonance could induce oscillations. This comparative analysis of deterministic and stochastic dynamics not only provides insights into the possible dynamics of CREB regulatory motifs, but also demonstrates a framework for understanding other regulatory processes with similar network architecture.
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Affiliation(s)
- Hao Song
- Department of Neurobiology and Anatomy, W. M. Keck Center for the Neurobiology of Learning and Memory, The University of Texas Medical School at Houston, Houston, Texas 77225, USA
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Shieh AC, Athanasiou KA. Dynamic compression of single cells. Osteoarthritis Cartilage 2007; 15:328-34. [PMID: 17045815 DOI: 10.1016/j.joca.2006.08.013] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2006] [Accepted: 08/27/2006] [Indexed: 02/02/2023]
Abstract
OBJECTIVE The objective of this study was to measure the effects of dynamic compression on single chondrocyte gene expression using a single cell approach, combining single cell biomechanics with single cell gene expression. DESIGN Articular chondrocytes from the middle and deep zones of bovine distal metatarsal cartilage were statically or dynamically compressed (at a frequency of approximately 1Hz) using a custom creep cytocompression apparatus, and their gene expression levels for type II collagen, aggrecan, tissue inhibitor of metalloproteinase-1, and matrix metalloproteinase-1 were subsequently measured using single cell real-time reverse transcriptase-polymerase chain reaction. RESULTS Single chondrocyte gene expression was lognormally distributed, suggesting that studies of populations of cells may be biased by a minority of cells with very high levels of gene expression, and would not accurately describe the behavior of most chondrocytes. Chondrocytes exposed to dynamic loading did, in general, have higher levels of type II collagen and aggrecan gene expression than statically loaded cells. Specifically, compressive forces of 50 and 100 nN suppressed type II collagen expression when applied statically, but the equivalent dynamic loads increased expression to control levels. Tissue inhibitor of metalloproteinase-1 was not affected by the mechanical loading regimens examined. CONCLUSIONS We have demonstrated that a single cell approach is a viable methodology for studying the responses of cells to mechanical forces. Furthermore, examining the effects of mechanical loading on a cell-by-cell basis allows us to capture behaviors and details that would otherwise elude studies performed on a larger scale.
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Affiliation(s)
- A C Shieh
- Department of Bioengineering, Rice University, 6100 Main Street, Houston, TX 77005, USA
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Greenwood D, Jagger DJ, Huang LC, Hoya N, Thorne PR, Wildman SS, King BF, Pak K, Ryan AF, Housley GD. P2X receptor signaling inhibits BDNF-mediated spiral ganglion neuron development in the neonatal rat cochlea. Development 2007; 134:1407-17. [PMID: 17329369 DOI: 10.1242/dev.002279] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
Type I and type II spiral ganglion neurons (SGN) innervate the inner and outer hair cells of the cochlea, respectively. This neural system is established by reorganization of promiscuous innervation of the hair cells, immediately before hearing is established. The mechanism for this synaptic reorganization is unresolved but probably includes regulation of trophic support between the hair cells and the neurons. We provide evidence that P2X receptors (ATP-gated ion channels) contribute such a mechanism in the neonatal rat cochlea. Single-cell quantitative RT-PCR identified the differential expression of two P2X receptor subunits, splice variant P2X(2)(-3) and P2X(3), in a 1:2 transcript ratio. Downregulation of this P2X(2-3/3) receptor coincided with maturation of the SGN innervation of the hair cells. When the P2X(2-3) and P2X(3) subunits were co-expressed in Xenopus oocytes, the resultant P2X receptor properties corresponded to the SGN phenotype. This included enhanced sensitivity to ATP and extended agonist action. In P4 spiral ganglion explants, activation of the P2X receptor signaling pathway by ATPgammaS or alpha,betaMeATP inhibited BDNF-induced neurite outgrowth and branching. These findings indicate that P2X receptor signaling provides a mechanism for inhibiting neurotrophin support of SGN neurites when synaptic reorganization is occurring in the cochlea.
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Affiliation(s)
- Denise Greenwood
- Department of Physiology, University of Auckland, Private Bag 92019, Auckland, New Zealand
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