1
|
Ma X, Zhang L, Zhang L, Wang C, Guo X, Yang Y, Wang L, Li X, Ma N. Validation and identification of reference genes in Chinese hamster ovary cells for Fc-fusion protein production. Exp Biol Med (Maywood) 2020; 245:690-702. [PMID: 32216463 DOI: 10.1177/1535370220914058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
Abstract
IMPACT STATEMENT In order to reveal potential genotype-phenotype relationship, RT-qPCR reactions are frequently applied which require validated and reliable reference genes. With the investigation on long-term passage and fed-batch cultivation of CHO cells producing an Fc-fusion protein, four new reference genes-Akr1a1, Gpx1, Aprt, and Rps16, were identified from 20 candidates with the aid of geNorm, NormFinder, BestKeeper, and ΔCt programs and methods. This article provided more verified options in reference gene selection in related research on CHO cells.
Collapse
Affiliation(s)
- Xiaonan Ma
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ling Zhang
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Luming Zhang
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Chenglong Wang
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiaorui Guo
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Yu Yang
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Lin Wang
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Xiangru Li
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| | - Ningning Ma
- Wuya college of Innovation; College of life science and biopharmaceutics, Shenyang Pharmaceutical University, Shenyang 110016, China
| |
Collapse
|
2
|
Validation of Common Housekeeping Genes as Reference for qPCR Gene Expression Analysis During iPS Reprogramming Process. Sci Rep 2018; 8:8716. [PMID: 29880849 PMCID: PMC5992140 DOI: 10.1038/s41598-018-26707-8] [Citation(s) in RCA: 66] [Impact Index Per Article: 11.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2018] [Accepted: 05/16/2018] [Indexed: 11/23/2022] Open
Abstract
Induced pluripotent stem cell (iPS) reprogramming allows to turn a differentiated somatic cell into a pluripotent cell. This process is accompanied by many changes in fundamental cell properties, such as energy production, cell-to-cell interactions, cytoskeletal organization, and others. Real-time quantitative polymerase chain reaction (RT-qPCR) can be used as a quantitative method of gene expression analysis to investigate iPS reprogramming but it requires a validation of reference genes for the accurate assessment of target genes’ expression. Currently, studies evaluating the performance of reference genes during iPS reprogramming are lacking. In this study we analysed the stability of 12 housekeeping genes during 20 days of iPS reprogramming of murine cells based on statistical analyses of RT-qPCR data using five different statistical algorithms. This study reports strong variations in housekeeping gene stability during the reprogramming process. Most stable genes were Atp5f1, Pgk1 and Gapdh, while the least stable genes were Rps18, Hprt, Tbp and Actb. The results were validated by a proof-of-point qPCR experiment with pluripotent markers Nanog, Rex1 and Oct4 normalized to the best and the worst reference gene identified by the analyses. Overall, this study and its implications are particularly relevant to investigations on the cell-state and pluripotency in iPS reprogramming.
Collapse
|
3
|
Li HB, Dai CG, Zhang CR, He YF, Ran HY, Chen SH. Screening potential reference genes for quantitative real-time PCR analysis in the oriental armyworm, Mythimna separata. PLoS One 2018; 13:e0195096. [PMID: 29617430 PMCID: PMC5884543 DOI: 10.1371/journal.pone.0195096] [Citation(s) in RCA: 23] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2017] [Accepted: 03/18/2018] [Indexed: 11/19/2022] Open
Abstract
The oriental armyworm, Mythimna separata, is a major insect pest in China and other Asian countries. Unfortunately, suitable reference genes for quantitative real-time PCR (qRT-PCR) have not been previously identified in M. separata for normalizing target gene expression. In this study, we evaluated the expression stability of eight candidate genes (18S, ACT, EF1-α, GAPDH, RPS7, RPS13, RPL32 and TUB) in M. separata using the comparative ΔCt method, BestKeeper, Normfinder geNorm and ReFinder, a comprehensive software platform. The results indicated that the appropriate reference gene varied depending on the experimental conditions. We found that ACTIN, EF1-α and TUB were optimal for different developmental stages; TUB, RPS13 and EF1-α showed the most stable expresssion in different tissues; RPS13 and 18S were the best reference genes for monitoring expression under high temperature conditions; TUB, RPS13 and RPS7 exhibited the most stable expression under larval-crowding conditions; RPS7, EF1-α, RPL32 and GAPDH were the best for pesticide exposure experiments. This study provides tools for reliable normalization of qRT-PCR data and forms a foundation for functional studies of target gene expression in M. separata.
Collapse
Affiliation(s)
- Hong-Bo Li
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
- * E-mail: (HBL); (YFH)
| | - Chang-Geng Dai
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
| | - Chang-Rong Zhang
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
| | - Yong-Fu He
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
- * E-mail: (HBL); (YFH)
| | - Hai-Yan Ran
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
| | - Shi-Hong Chen
- Institute of Plant Protection, Guizhou Academy of Agricultural Science, Guiyang, China
| |
Collapse
|
4
|
Panjehpour M, Hemati S, Forghani MA. Expression of A1 and A3 Adenosine Receptors in Human Breast Tumors. TUMORI JOURNAL 2018; 98:137-41. [DOI: 10.1177/030089161209800119] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Background Adenosine receptors (A1, A2A, A2B, A3) play an important role in the regulation of growth, proliferation and death of cancer and normal cells. We recently showed the expression profile of A2A and A2B receptors in normal and tumor breast tissues. In the present study, we used semiquantitative RT-PCR to measure the A1 and A3 gene expression levels in normal and tumor breast tissues. Methods Breast tumors (n = 18) and non-neoplastic mammary tissues (n = 10) were collected and histologically confirmed to be neoplastic or non-neoplastic, respectively. Total RNA was extracted and reverse transcribed into cDNA, and PCR was performed under optimized condition for each receptor subtype. Amplification of beta-actin mRNA served as control for RT-PCR. The PCR products were separated on 1.7% agarose gels. The intensity of the bands was quantitated with ImageJ software after normalization against beta-actin expression. Results All breast tumor and normal tissue specimens expressed A1 and A3 adenosine receptor transcripts. However, we observed that the expression level of the A3 receptor in tumor tissues was 1.27-fold that of normal tissues, whereas there was no significant difference between the expression levels of A1 in normal and tumor tissues. Conclusions Interestingly, the results of the present study indicate that breast tumors exhibit a higher level of A3 transcripts (than normal tissues) and support the possible key role of A3 adenosine receptor in tumor development. However, further studies based on real-time quantitative RT-PCR are needed to identify the exact gene expression levels.
Collapse
Affiliation(s)
- Mojtaba Panjehpour
- Department of Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
- Bioinformatics Research Center, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Simin Hemati
- Radiation Oncology Department, Isfahan University of Medical Sciences, Isfahan, Iran
| | - Mohammad Ali Forghani
- Department of Biochemistry, School of Pharmacy and Pharmaceutical Sciences, Isfahan University of Medical Sciences, Isfahan, Iran
| |
Collapse
|
5
|
Khanna P, Johnson KL, Maron JL. Optimal reference genes for RT-qPCR normalization in the newborn. Biotech Histochem 2017; 92:459-466. [PMID: 28910197 DOI: 10.1080/10520295.2017.1362474] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/26/2023] Open
Abstract
It is difficult to identify reliable reference genes for transcriptomic analyses in biofluids such as saliva. This situation is particularly relevant for the newborn population, where rapid development is associated with dynamic changes in gene expression. Real-time gene expression monitoring holds great promise for elucidating disrupted pathways that result in morbidities unique to this population, such as retinopathy of prematurity, but its impact depends on identifying stable and consistently expressed genes across a wide range of gestational ages. We extracted total RNA from 400 neonatal saliva samples (postconceptional ages: 32 5/7 to 48 2/7 weeks), converted it to cDNA, and pre-amplified and analyzed it by qPCR for three commonly used reference genes, ACTB, GAPDH, and YWHAZ. Relative quantification was determined using the Δ Ct method. Data were analyzed as a whole and also stratified by age and sex. Descriptive statistics and homogeneity of variance were performed to identify optimal reference genes. Data analyzed from all ages and both sexes showed significant expression variation for ACTB, while GAPDH and YWHAZ showed greater stability. Male infants exhibited increased expression variation compared to females for ACTB, but neither GAPDH nor YWHAZ showed significant variance for either sex. We suggest that ACTB is an unreliable reference gene for the newborn population. Males showed significantly more variation in ACTB expression compared to females, which suggests a sex-specific developmental role for this biomarker. By contrast, GAPDH and YWHAZ were less variable and therefore preferable for use in neonates. Our findings may improve the use of reference genes for the RT-qPCR platform in the newborn over a wide range of gestational ages, thereby minimizing the likelihood of erroneous interpretation of gene expression during rapid growth, development, and differentiation.
Collapse
Affiliation(s)
- P Khanna
- a Sackler School of Graduate Biomedical Sciences
| | | | - J L Maron
- c Mother Infant Research Institute, Floating Hospital for Children, Tufts Medical Center , Boston , Massachusetts
| |
Collapse
|
6
|
Pilarska M, Malec P, Salaj J, Bartnicki F, Konieczny R. High expression of SOMATIC EMBRYOGENESIS RECEPTOR-LIKE KINASE coincides with initiation of various developmental pathways in in vitro culture of Trifolium nigrescens. PROTOPLASMA 2016; 253:345-55. [PMID: 25876517 PMCID: PMC4783438 DOI: 10.1007/s00709-015-0814-5] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/29/2014] [Accepted: 03/26/2015] [Indexed: 05/22/2023]
Abstract
The aim of this study was to identify and examine the expression pattern of the ortholog of SOMATIC EMBRYOGENESIS RECEPTOR-LIKE KINASE gene from Trifolium nigrescens (TnSERK) in embryogenic and non-regenerative cultures of immature cotyledonary-stage zygotic embryos (CsZEs). In the presence of 1-naphthaleneacetic acid and N(6)-[2-isopentenyl]-adenine, the CsZE regenerated embryoids directly and in a lengthy culture produced callus which was embryogenic or remained non-regenerative. As revealed by semi-quantitative reverse transcription polymerase chain reaction (RT-PCR), the TnSERK was expressed in both embryogenic and non-regenerative cultures, but the expression level was significantly higher in embryogenic ones. An in situ RNA hybridization assay revealed that the expression of TnSERK preceded the induction of cell division in explants, and then, it was maintained exclusively in actively dividing cells from which embryoids, embryo-like structures (ELSs), callus or tracheary elements were produced. However, the cells involved in different morphogenic events differed in intensity of hybridization signal which was the highest in embryogenic cells. The TnSERK was up-regulated during the development of embryoids, but in cotyledonary embryos, it was preferentially expressed in the regions of the apical meristems. The occurrence of morphological and anatomical abnormalities in embryoid development was preceded by a decline in TnSERK expression, and this coincided with the parenchymatization of the ground tissue in developing ELSs. TnSERK was also down-regulated during the maturation of parenchyma and xylem elements in CsZE and callus. Altogether, these data suggest the involvement of TnSERK in the induction of various developmental programs related to differentiation/transdifferentiation and totipotent state of cell(s).
Collapse
Affiliation(s)
- Maria Pilarska
- The Franciszek Górski Institute of Plant Physiology, Polish Academy of Sciences, Niezapominajek 21, 30-239, Kraków, Poland
| | - Przemysław Malec
- Department of Plant Physiology and Biochemistry, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Gronostajowa 7, 30-387, Kraków, Poland
| | - Jan Salaj
- Institute of Plant Genetics and Biotechnology, Slovak Academy of Sciences, Akademicka 2, 950-07, Nitra, Slovak Republic
| | - Filip Bartnicki
- Department of Plant Physiology and Biochemistry, Faculty of Biochemistry, Biophysics and Biotechnology, Jagiellonian University, Gronostajowa 7, 30-387, Kraków, Poland
| | - Robert Konieczny
- Department of Plant Cytology and Embryology, Institute of Botany, Jagiellonian University, Gronostajowa 9, 30-387, Kraków, Poland.
| |
Collapse
|
7
|
Yang Q, Li Z, Cao J, Zhang S, Zhang H, Wu X, Zhang Q, Liu X. Selection and assessment of reference genes for quantitative PCR normalization in migratory locust Locusta migratoria (Orthoptera: Acrididae). PLoS One 2014; 9:e98164. [PMID: 24887329 PMCID: PMC4041718 DOI: 10.1371/journal.pone.0098164] [Citation(s) in RCA: 36] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2014] [Accepted: 04/29/2014] [Indexed: 11/18/2022] Open
Abstract
Locusta migratoria is a classic hemimetamorphosis insect and has caused widespread economic damage to crops as a migratory pest. Researches on the expression pattern of functional genes in L. migratoria have drawn focus in recent years, especially with the release of genome information. Real-time quantitative PCR is the most reproducible and sensitive approach for detecting transcript expression levels of target genes, but optimal internal standards are key factors for its accuracy and reliability. Therefore, it's necessary to provide a systematic stability assessment of internal control for well-performed tests of target gene expression profile. In this study, twelve candidate genes (Ach, Act, Cht2, EF1α, RPL32, Hsp70, Tub, RP49, SDH, GAPDH, 18S, and His) were analyzed with four statistical methods: the delta Ct approach, geNorm, Bestkeeper and NormFinder. The results from these analyses aimed to choose the best suitable reference gene across different experimental situations for gene profile study in L. migratoria. The result demonstrated that for different developmental stages, EF1α, Hsp70 and RPL32 exhibited the most stable expression status for all samples; EF1α and RPL32 were selected as the best reference genes for studies involving embryo and larvae stages, while SDH and RP49 were identified for adult stage. The best-ranked reference genes across different tissues are RPL32, Hsp70 and RP49. For abiotic treatments, the most appropriate genes we identified were as follows: Act and SDH for larvae subjected to different insecticides; RPL32 and Ach for larvae exposed to different temperature treatments; and Act and Ach for larvae suffering from starvation. The present report should facilitate future researches on gene expression in L. migratoria with accessibly optimal reference genes under different experimental contexts.
Collapse
Affiliation(s)
- Qingpo Yang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Zhen Li
- Department of Entomology, China Agricultural University, Beijing, China
| | - Jinjun Cao
- Department of Entomology, China Agricultural University, Beijing, China
| | - Songdou Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Huaijiang Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Xiaoyun Wu
- Department of Entomology, China Agricultural University, Beijing, China; Department of Horticulture, Beijing Vocational College of Agriculture, Beijing, China
| | - Qingwen Zhang
- Department of Entomology, China Agricultural University, Beijing, China
| | - Xiaoxia Liu
- Department of Entomology, China Agricultural University, Beijing, China
| |
Collapse
|
8
|
Rekawiecki R, Kowalik M, Kotwica J. Validation of housekeeping genes for studying differential gene expression in the bovine myometrium. Acta Vet Hung 2013; 61:505-16. [PMID: 23974931 DOI: 10.1556/avet.2013.037] [Citation(s) in RCA: 18] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Abstract
The aim of this study was to determine the steady-state expression of 13 selected housekeeping genes in the myometrium of cyclic and pregnant cows. Cells taken from bovine myometrium on days 1-5, 6-10, 11-16 and 17-20 of the oestrous cycle and in weeks 3-5, 6-8 and 9-12 of pregnancy were used. Reverse transcribed RNA was amplified in real-time PCR using designed primers. Reaction efficiency was determined with the Linreg programme. The geNorm and NormFinder programmes were used to select the best housekeeping genes. They calculate the expression stability factor for each used housekeeping gene with the smallest value for most stably expressed genes. According to geNorm, the most stable housekeeping genes in the myometrium were C2orf29, TPB and TUBB2B, while the least stably expressed genes were 18S RNA, HPRT1 and GAPDH. NormFinder identified the best genes in the myometrium as C2orf29, MRPL12 and TBP, while the worst genes were 18S RNA, B2M and SF3A1. Differences in stability factors between the two programmes may also indicate that the physiological status of the female, e.g. pregnancy, affects the stability of expression of housekeeping genes. The different expression stability of housekeeping genes did not affect progesterone receptor expression but it could be important if small differences in gene expression were measured between studies.
Collapse
Affiliation(s)
- Robert Rekawiecki
- 1 Polish Academy of Sciences Institute of Animal Reproduction and Food Research Tuwima 10 10-747 Olsztyn Poland
| | - Magdalena Kowalik
- 1 Polish Academy of Sciences Institute of Animal Reproduction and Food Research Tuwima 10 10-747 Olsztyn Poland
| | - Jan Kotwica
- 1 Polish Academy of Sciences Institute of Animal Reproduction and Food Research Tuwima 10 10-747 Olsztyn Poland
| |
Collapse
|
9
|
Zuo Q, Zhao XQ, Xiong L, Liu HJ, Xu YH, Hu SY, Ma ZY, Zhu QW, Bai FW. Fine-tuning of xylose metabolism in genetically engineered Saccharomyces cerevisiae by scattered integration of xylose assimilation genes. Biochem Biophys Res Commun 2013; 440:241-4. [PMID: 24051089 DOI: 10.1016/j.bbrc.2013.09.046] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/27/2013] [Accepted: 09/08/2013] [Indexed: 01/28/2023]
Abstract
Manipulation of multiple genes is a common experience in metabolic engineering and synthetic biology studies. Chromosome integration of multiple genes in one single position is always performed, however, there is so far no study on the integration of multiple genes separately in various positions (here in after referred to as "scattered integration") and its effect on fine-tuning of cellular metabolism. In this study, scattered integration of the xylose assimilation genes PsXR, PsXDH and ScXK was investigated in Saccharomyces cerevisiae, and transcription analysis of these genes as well as their enzyme activities were compared with those observed when the genes were integrated into one single site (defined as "tandem integration" here). Not only notable differences in transcription levels and enzyme activities were observed when the genes were integrated by the two strategies, but also change of the cofactor preference of PsXR gene was validated. Xylose fermentation was further studied with the strains developed with these strategies, and elevated xylose utilization rate was obtained in the scattered integration strain. These results proved that by positioning multiple genes on different chromosomes, fine-tuning of cellular metabolism could be achieved in recombinant S. cerevisiae.
Collapse
Affiliation(s)
- Qi Zuo
- School of Life Science and Biotechnology, Dalian University of Technology, Dalian 116024, China
| | | | | | | | | | | | | | | | | |
Collapse
|
10
|
Jesus TF, Inácio A, Coelho MM. Different levels of hsp70 and hsc70 mRNA expression in Iberian fish exposed to distinct river conditions. Genet Mol Biol 2013; 36:61-9. [PMID: 23569409 PMCID: PMC3615526 DOI: 10.1590/s1415-47572013000100009] [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: 06/18/2012] [Accepted: 12/14/2012] [Indexed: 01/05/2023] Open
Abstract
Comprehension of the mechanisms by which ectotherms, such as fish, respond to thermal stress is paramount for understanding the threats that environmental changes may pose to wild populations. Heat shock proteins are molecular chaperones with an important role in several stress conditions such as high temperatures. In the Iberian Peninsula, particularly in Portugal, freshwater fish of the genus Squalius are subject to daily and seasonal temperature variations. To examine the extent to which different thermal regimes influence the expression patterns of hsp70 and hsc70 transcripts we exposed two species of Squalius (S. torgalensis and S. carolitertii) to different temperatures (20, 25, 30 and 35 °C). At 35 °C, there was a significant increase in the expression of hsp70 and hsc70 in the southern species, S. torgalensis, while the northern species, S. carolitertii, showed no increase in the expression of these genes; however, some individuals of the latter species died when exposed to 35 °C. These results suggest that S. torgalensis may cope better with harsher temperatures that are characteristic of this species natural environment; S. carolitertii, on the other hand, may be unable to deal with the extreme temperatures faced by the southern species.
Collapse
Affiliation(s)
- Tiago F Jesus
- Centro de Biologia Ambiental, Faculdade de Ciências, Universidade de Lisboa, Campo Grande, Lisbon, Portugal
| | | | | |
Collapse
|
11
|
Ropka-Molik K, Oczkowicz M, Mucha A, Piórkowska K, Piestrzyńska-Kajtoch A. Variability of mRNA abundance of leukemia inhibitory factor gene (LIF) in porcine ovary, oviduct and uterus tissues. Mol Biol Rep 2012; 39:7965-72. [PMID: 22544575 DOI: 10.1007/s11033-012-1642-8] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2011] [Accepted: 04/16/2012] [Indexed: 10/28/2022]
Abstract
The leukemia inhibitory factor (LIF) gene encodes a pleiotropic cytokine which is produced by the endometrium and plays an important role in implantation and early embryonic development. Because of its function, LIF gene is considered as a candidate gene for litter size in many mammalian species including pig. The aim of present study was to evaluate the expression of LIF gene in the porcine ovary, oviduct and two regions of uterus (corpus uteri, cornu uteri) in prepubertal and pubertal gilts. In order to precise estimation of LIF transcript abundance we evaluated the stability of expression for several candidate housekeeping genes in investigated tissues across different breeds and different stage of oestrus cycle. The geNorm analysis indicated that the most stable reference genes across analyzed tissues were: OAZ1 and RPL27. The analysis conducted separately for each tissue confirmed that the most stable gene was OAZ1 in all tissues expect oviduct (the most stable was RPL27 gene). In prepubertal pigs, the highest level of the LIF expression was obtained in both regions of uterus compare to ovary and oviduct tissues (P < 0.01). A similar trend in LIF expression pattern was observed in follicular phase-the significantly highest transcript level was obtained in cornu uteri, it was about ninefold higher than in ovary (P < 0.05). In luteal stage the highest expression was in corpus uteri. In pig, the high expression in luteal phases suggested that, LIF may be mainly secreted in respond to the increased of progesterone concentration and it can be connected with the preparation of the uterus for implantation.
Collapse
Affiliation(s)
- Katarzyna Ropka-Molik
- Laboratory of Genomics, National Research Institute of Animal Production, Krakowska 1, 32-083 Balice, Poland.
| | | | | | | | | |
Collapse
|
12
|
Ahmad A, Kravets A, Rustchenko E. Transcriptional regulatory circuitries in the human pathogen Candida albicans involving sense--antisense interactions. Genetics 2012; 190:537-47. [PMID: 22135347 PMCID: PMC3276616 DOI: 10.1534/genetics.111.136267] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2011] [Accepted: 11/16/2011] [Indexed: 02/07/2023] Open
Abstract
Candida albicans, a major human fungal pathogen, usually contains a diploid genome, but controls adaptation to a toxic alternative carbon source L-sorbose, by the reversible loss of one chromosome 5 (Ch5). We have previously identified multiple unique regions on Ch5 that repress the growth on sorbose. In one of the regions, the CSU51 gene determining the repressive property of the region was identified. We report here the identification of the CSU53 gene from a different region on Ch5. Most importantly, we find that CSU51 and CSU53 are associated with novel regulatory elements, ASUs, which are embedded within CSUs in an antisense configuration. ASUs act opposite to CSUs by enhancing the growth on sorbose. In respect to the CSU transcripts, the ASU long antisense transcripts are in lesser amounts, are completely overlapped, and are inversely related. ASUs interact with CSUs in natural CSU/ASU cis configurations, as well as when extra copies of ASUs are placed in trans to the CSU/ASU configurations. We suggest that ASU long embedded antisense transcripts modulate CSU sense transcripts.
Collapse
Affiliation(s)
| | - Anatoliy Kravets
- Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642
| | - Elena Rustchenko
- Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York 14642
| |
Collapse
|
13
|
Cai T, Chen X, Wang R, Xu H, You Y, Zhang T, Lan MS, Notkins AL. Expression of insulinoma-associated 2 (INSM2) in pancreatic islet cells is regulated by the transcription factors Ngn3 and NeuroD1. Endocrinology 2011; 152:1961-9. [PMID: 21343251 PMCID: PMC3075939 DOI: 10.1210/en.2010-1065] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
The insulinoma-associated 2 (Insm2) gene is a member of the Snail/Gfi1/Insm1 transcriptional repressor superfamily. However, little is known about how the expression of human INSM2 or mouse Insm2 in neuroendocrine tissues is regulated. Here we report the expression of INSM2/Insm2 in human fetal pancreas and mouse embryos, as well as adult pancreatic islets, and its regulation by two major islet transcription factors. Mutagenesis and chromatin immunoprecipitation analysis demonstrated that the proximal E-boxes of the mouse Insm2 promoter are direct targets of neurogenin 3 and neurogenic differentiation 1 (NeuroD1). Furthermore, we found that endogenous Insm2 expression was activated in Ngn3/NeuroD1-transduced pancreatic epithelial duct cells. Our results suggest that Insm2 plays an important role in the differentiation cascade of Ngn3/NeuroD1 signaling in pancreatic islets.
Collapse
Affiliation(s)
- Tao Cai
- National Institute of Dental and Craniofacial Research/National Institutes of Health, Bethesda, Maryland 20892, USA.
| | | | | | | | | | | | | | | |
Collapse
|
14
|
Kravets A, Qin H, Ahmad A, Bethlendy G, Gao Q, Rustchenko E. Widespread occurrence of dosage compensation in Candida albicans. PLoS One 2010; 5:e10856. [PMID: 20552010 PMCID: PMC2883996 DOI: 10.1371/journal.pone.0010856] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/18/2009] [Accepted: 05/05/2010] [Indexed: 11/18/2022] Open
Abstract
The important human pathogen Candida albicans possesses an unusual form of gene regulation, in which the copy number of an entire specific chromosome or a large portion of a specific chromosome changes in response to a specific adverse environment, thus, insuring survival. In the absence of the adverse environment, the altered portion of the genome can be restored to its normal condition. One major question is how C. albicans copes with gene imbalance arising by transitory aneuploid states. Here, we compared transcriptomes from cells with either two copies or one copy of chromosome 5 (Ch5) in, respectively, a diploid strain 3153A and its representative derivative Sor55. Statistical analyses revealed that at least 40% of transcripts from the monosomic Ch5 are fully compensated to a disomic level, thus, indicating the existence of a genome-wide mechanism maintaining cellular homeostasis. Only approximately 15% of transcripts were diminished twofold in accordance with what would be expected for Ch5 monosomy. Another minor portion of approximately 6% of transcripts, unexpectedly, increased up to twofold and higher than the disomic level, demonstrating indirect control by monosomy. Array comparative genome hybridization revealed that only few out of approximately 500 genes on the monosomic Ch5b were duplicated, thus, not causing a global up regulation. Dosage compensation was confirmed with several representative genes from another monosomic Ch5a in the mutant Sor60. We suggest that C. albicans's unusual regulation of gene expression by the loss and gain of entire chromosomes is coupled with widespread compensation of gene dosage at the transcriptional level.
Collapse
Affiliation(s)
- Anatoliy Kravets
- Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Hong Qin
- Department of Biology, Spelman College, Atlanta, Georgia, United States of America
| | - Ausaf Ahmad
- Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York, United States of America
| | - Gabor Bethlendy
- Roche Diagnostics Corporation, Indianapolis, Indiana, United States of America
| | - Qinshan Gao
- Department of Microbiology, Mount Sinai School of Medicine, New York, New York, United States of America
| | - Elena Rustchenko
- Department of Biochemistry and Biophysics, University of Rochester Medical Center, Rochester, New York, United States of America
- * E-mail:
| |
Collapse
|
15
|
Yang Y, Fan W, Zhu L, Zhao T, Ma L, Wu Y, Ge R, Fan M. Effects of hypoxia on mRNA expression of housekeeping genes in rat brain tissue and primary cultured neural cells. ACTA ACUST UNITED AC 2008. [DOI: 10.1007/s11684-008-0045-7] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
|
16
|
Ruan W, Lai M. Actin, a reliable marker of internal control? Clin Chim Acta 2007; 385:1-5. [PMID: 17698053 DOI: 10.1016/j.cca.2007.07.003] [Citation(s) in RCA: 108] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/06/2006] [Revised: 05/30/2007] [Accepted: 07/02/2007] [Indexed: 12/11/2022]
Abstract
Beta-actin is commonly used to normalize molecular expression studies due to its high conservation as an endogenous housekeeping gene. However, recent studies have shown that beta-actin expression can change in response to biochemical stimuli, during growth and differentiation, and in disease states. As can be expected, these phenomena substantially compromise the use of beta-actin as an internal reference marker. Under these conditions, varying expression of beta-actin likely indicates changed function for this maintenance molecule. Further studies exploring the function of actin in these environments will probably lead to a new integrative understanding of the roles of this housekeeping gene.
Collapse
Affiliation(s)
- Wenjing Ruan
- Department of Pathology, School of Medicine, Zhejiang University, Hangzhou 310058, China
| | | |
Collapse
|
17
|
Yang KT, Lin CY, Huang HL, Liou JS, Chien CY, Wu CP, Huang CW, Ou BR, Chen CF, Lee YP, Lin EC, Tang PC, Lee WC, Ding ST, Cheng WTK, Huang MC. Expressed transcripts associated with high rates of egg production in chicken ovarian follicles. Mol Cell Probes 2007; 22:47-54. [PMID: 17692502 DOI: 10.1016/j.mcp.2007.06.001] [Citation(s) in RCA: 28] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/19/2006] [Revised: 04/06/2007] [Accepted: 06/12/2007] [Indexed: 11/16/2022]
Abstract
The purpose of this study was to characterize differentially expressed transcripts associated with varying rates of egg production in Taiwan country chickens. Ovarian follicles were isolated from two strains of chicken which showed low (B) or high (L2) rates of egg production, then processed for RNA extraction and cDNA library construction. Three thousand and eight forty clones were randomly selected from the cDNA library and amplified by PCR, then used in microarray analysis. Differentially expressed transcripts (P<0.05, log(2)> or = 1.75) were sequenced, and aligned using GenBank. This analysis revealed 20 non-redundant sequences which corresponded to known transcripts. Eight transcripts were expressed at a higher level in ovarian tissue prepared from chicken strain B, and 12 transcripts were expressed at a higher level in L2 birds. These differential patterns of expression were confirmed by semi-quantitative RT-PCR. We show that transcripts of cyclin B2 (cycB2), ferritin heavy polypeptide 1 (FTH1), Gag-Pol polyprotein, thymosin beta4 (TB4) and elongation factor 1 alpha1 (EEF1A1) were enriched in B strain ovarian follicles. In contrast, thioredoxin (TXN), acetyl-CoA dehydrogenase long chain (ACADL), inhibitor of growth family member 4 (ING4) and annexin II (ANXA2) were expressed in at higher levels in the L2 strain. We suggest that our approach may lead to the isolation of effective molecular markers that can be used in selection programs in Taiwan country chickens.
Collapse
Affiliation(s)
- K T Yang
- Department of Animal Science, National Chung Hsing University, Taichung, Taiwan
| | | | | | | | | | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
18
|
Arenz A, Hellweg CE, Stojicic N, Baumstark-Khan C, Grotheer HH. Gene expression modulation in A549 human lung cells in response to combustion-generated nano-sized particles. Ann N Y Acad Sci 2007; 1091:170-83. [PMID: 17341612 DOI: 10.1196/annals.1378.064] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
High levels of ambient air pollution are associated in humans with aggravation of asthma and of respiratory and cardiopulmonary morbidity; long-term exposures to particulate matter (PM) have been linked to possible increases in lung cancer risk, chronic respiratory disease, and increased death rates. The Biodiagnostics Group of the DLR Institute of Aerospace Medicine develops cellular test systems capable of monitoring the biological consequences of environmental conditions on humans already on cellular and molecular level. Such bioassays rely on the receptor-reporter principle, where cell lines are transfected with plasmids carrying a reporter gene under control of environment-dependent promoters (receptor), which play a key role in regulating gene expressions in response to extracellular signals. We developed the recombinant human lung epithelial cell line A549-NF-kappaB-EGFP/Neo carrying a genetically encoded fluorescent indicator for monitoring activation of the NF-kappaB signaling pathway in living cells in response to genotoxic and cytotoxic environmental influences. With this cell line we screened several candidate human radiation-responsive genes (GADD45beta, CDKN1A) and NF-kappaB-dependent genes (IL-6, NFkappaBIA, and pNF-kappaB-EGFP) for gene expression changes by quantitative reverse transcriptase polymerase chain reaction (qRT-PCR) assay, using cDNA obtained from total RNA isolated at various time points after exposure to combustion generated nano-sized particle samples.
Collapse
Affiliation(s)
- Andrea Arenz
- Cellular Biodiagnostics, Department of Radiobiology, Institute of Aerospace Medicine, German Aerospace Center, Linder Höhe, D-51170 Köln, Germany
| | | | | | | | | |
Collapse
|
19
|
Synnergren J, Giesler TL, Adak S, Tandon R, Noaksson K, Lindahl A, Nilsson P, Nelson D, Olsson B, Englund MCO, Abbot S, Sartipy P. Differentiating human embryonic stem cells express a unique housekeeping gene signature. Stem Cells 2007; 25:473-80. [PMID: 17284652 DOI: 10.1634/stemcells.2006-0247] [Citation(s) in RCA: 53] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
Housekeeping genes (HKGs) are involved in basic functions needed for the sustenance of the cell and are assumed to be constitutively expressed at a constant level. Based on these features, HKGs are frequently used for normalization of gene expression data. In the present study, we used the CodeLink Gene Expression Bioarray system to interrogate changes in gene expression occurring during differentiation of human ESCs (hESCs). Notably, in the three hESC lines used for the study, we observed that the RNA levels of 56 frequently used HKGs varied to a degree that rendered them inappropriate as reference genes. Therefore, we defined a novel set of HKGs specifically for hESCs. Here we present a comprehensive list of 292 genes that are stably expressed (coefficient of variation <20%) in differentiating hESCs. These genes were further grouped into high-, medium-, and low-expressed genes. The expression patterns of these novel HKGs show very little overlap with results obtained from somatic cells and tissues. We further explored the stability of this novel set of HKGs in independent, publicly available gene expression data from hESCs and observed substantial similarities with our results. Gene expression was confirmed by real-time quantitative polymerase chain reaction analysis. Taken together, these results suggest that differentiating hESCs have a unique HKG signature and underscore the necessity to validate the expression profiles of putative HKGs. In addition, this novel set of HKGs can preferentially be used as controls in gene expression analyses of differentiating hESCs.
Collapse
Affiliation(s)
- Jane Synnergren
- School of Humanities and Informatics, University of Skövde, P.O. Box 408, SE-541 28 Skövde, Sweden.
| | | | | | | | | | | | | | | | | | | | | | | |
Collapse
|
20
|
Mogal A, Abdulkadir SA. Effects of Histone Deacetylase Inhibitor (HDACi); Trichostatin-A (TSA) on the expression of housekeeping genes. Mol Cell Probes 2005; 20:81-6. [PMID: 16326072 DOI: 10.1016/j.mcp.2005.09.008] [Citation(s) in RCA: 54] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/19/2005] [Revised: 09/29/2005] [Accepted: 09/29/2005] [Indexed: 12/31/2022]
Abstract
In quantitative RT-PCR (qRT-PCR), analysis of gene expression is dependent on normalization using housekeeping genes such as 18S rRNA, GAPDH and beta actin. However, variability in their expression has been reported to be caused by factors like drug treatment, pathological states and cell-cycle phase. An emerging area of cancer research focuses on identifying the role of epigenetic alterations such as histone modifications and DNA methylation in the initiation and progression of cancer. Histone acetylation is the best studied modification so far and has been probed through the use of histone deacetylase inhibitors (HDACi). Further, modulation of histone acetylation is currently being explored as a therapeutic strategy in the treatment of cancer and HDACis have shown promise in inhibiting tumorigenesis and metastasis. Trichostatin-A (TSA) is the most widely used HDACi. Therefore, we were driven to identify a suitable internal control for RT-PCR following TSA treatment. We performed quantitative RT-PCR analysis using mouse prostate tissue explants, human prostate cancer (LNCaP) cells and human breast cancer (T-47D and ZR-75-1) cells following TSA treatment. Expression of housekeeping genes including 18S rRNA, beta actin, GAPDH and ribosomal highly-basic 23-kDa protein (rb 23-kDa, RPL13A) were compared in vehicle versus TSA treated samples. Our results showed marked variations in 18S rRNA, beta actin mRNA and GAPDH mRNA levels in mouse prostate explants and a human prostate cancer (LNCaP) cell line following TSA treatment. Furthermore, in two human breast cancer cell lines (T-47D and ZR-75-1) 18S rRNA, beta actin mRNA and GAPDH mRNA levels varied significantly. However, RPL13A mRNA levels remained constant in all the conditions tested. Therefore, we recommend use of RPL13A as a standard for normalization during TSA treatment.
Collapse
Affiliation(s)
- Ashish Mogal
- Department of Pathology, Vanderbilt University, School of Medicine, Nashville, TN 37232, USA
| | | |
Collapse
|
21
|
Bordukalo-Niksic T, Cicin-Sain L, Jernej B. Expression of brain and platelet serotonin transporters in sublines of rats with constitutionally altered serotonin homeostasis. Neurosci Lett 2004; 369:44-9. [PMID: 15380305 DOI: 10.1016/j.neulet.2004.07.039] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2004] [Revised: 07/12/2004] [Accepted: 07/16/2004] [Indexed: 11/15/2022]
Abstract
By selective breeding, two sublines of rats, termed Wistar-Zagreb 5HT rats, with constitutionally high or low values of platelet serotonin (5HT) level and activity of platelet serotonin transporter (5HTt) have been developed. Previous studies demonstrated significant differences between the sublines in the expression of platelet 5HTt at the level of both mRNA and protein. Neurochemical and behavioural studies demonstrated differences in functional activity of brain 5HTt indicating that, similarly to platelets, differences in mRNA level might be expected in brains of selected animals. In this work, semi-quantitative RT-PCR method for measuring the 5HTt expression in rat tissues was described and then used to quantify the 5HTt mRNA in brains and platelets of animals from high-5HT and low-5HT sublines. Three different housekeeping genes: GAPDH, beta-actin and cyclophylin B, were used as internal standards to normalise 5HTt signals. Significant differences in platelet 5HTt mRNA between the sublines were confirmed, as contrasted to only a tendency toward higher 5HTt mRNA levels in midbrain of animals from the high-5HT subline. Results indicate differences in transcriptional regulation of central and peripheral 5HT transporters, suggesting that homeostatic control in the brain counteract more efficiently the selection pressure than in the periphery.
Collapse
Affiliation(s)
- Tatjana Bordukalo-Niksic
- Laboratory for Neurochemistry and Molecular Neurobiology, Rudjer Boskovic Institute, Bijenicka 54, HR-10000 Zagreb, Croatia
| | | | | |
Collapse
|
22
|
Yamazaki M, Straus FH, Messina M, Robinson BG, Takeda T, Hashizume K, DeGroot LJ. Adenovirus-mediated tumor-specific combined gene therapy using Herpes simplex virus thymidine/ganciclovir system and murine interleukin-12 induces effective antitumor activity against medullary thyroid carcinoma. Cancer Gene Ther 2003; 11:8-15. [PMID: 14681722 DOI: 10.1038/sj.cgt.7700636] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
The present treatment of advanced and metastatic medullary thyroid carcinoma (MTC) is unsatisfactory. Tissue-specific cancer gene therapy is a novel alternative approach. We developed a recombinant adenovirus expressing Herpes simplex type 1 thymidine kinase (HSVtk) driven by a modified CALC-I promoter TCP (AdTCPtk). Infection with this virus showed efficient cytotoxic effect on MTC cell lines (rMTC and TT cells) after treatment with ganciclovir (GCV) in vitro. In a syngenic WAG/Rij rat model, the combination of AdTCPtk/GCV treatment with administration of murine interleukin-12 (mIL-12) expressing adenovirus under control of TCP (AdTCPmIL-12) resulted in effective growth suppression of tumor at the treated site and also at a distant untreated site, in comparison to treatment with AdTCPtk/GCV or AdTCPmIL-12 alone. Moreover, intravenous injection of AdTCPtk, or AdTCPtk+AdTCPmIL-12, followed by administration of GCV, did not cause evident toxicity after administration of GCV. These results indicate that this combined system can provide an effective therapy for metastatic MTC with minimal toxicity.
Collapse
Affiliation(s)
- Masanori Yamazaki
- Thyroid Study Unit, Department of Medicine, The University of Chicago, Chicago, Illinois 60637, USA
| | | | | | | | | | | | | |
Collapse
|
23
|
Ball TB, Plummer FA, HayGlass KT. Improved mRNA quantitation in LightCycler RT-PCR. Int Arch Allergy Immunol 2003; 130:82-6. [PMID: 12576739 DOI: 10.1159/000068372] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/26/2002] [Accepted: 10/10/2002] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Real-time polymerase chain reaction (PCR) utilizing the LightCycler and similar systems is an increasingly used technique for quantitative reverse transcription (RT)-PCR of mRNA levels from genes of immunologic interest. A commonly encountered limitation with these systems is that the fluorescence induced by SYBR Green (a fluorophore that binds double-stranded DNA) can result from primer dimers (PDs) as well as the PCR product of interest, thus interfering with the ability to reproducibly quantitate mRNA levels. METHODS We use a modification of the LightCycler PCR strategy to overcome this problem by altering the PCR strategy to take advantage of the LightCycler's ability to measure fluorescence at a temperature greater than the melting point of PDs. The resulting measurements determine fluorescence of only the desired PCR product. RESULTS We demonstrate that by using this modified PCR strategy, one can eliminate the fluorescence induced by PDs and obtain accurate product quantitation. CONCLUSIONS This simple modification allows more precise quantitation of sample mRNA levels by eliminating the contaminating fluorescence induced by the formation of PCR PDs. This modification obviates the need to redesign PCR primers in RT-PCR experiments where this is impractical or impossible.
Collapse
Affiliation(s)
- T B Ball
- Department of Immunology, University of Manitoba, Winnipeg, Man., Canada.
| | | | | |
Collapse
|
24
|
Glare EM, Divjak M, Bailey MJ, Walters EH. beta-Actin and GAPDH housekeeping gene expression in asthmatic airways is variable and not suitable for normalising mRNA levels. Thorax 2002; 57:765-70. [PMID: 12200519 PMCID: PMC1746418 DOI: 10.1136/thorax.57.9.765] [Citation(s) in RCA: 324] [Impact Index Per Article: 14.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
BACKGROUND The use of reverse transcription-polymerase chain reaction (RT-PCR) to measure mRNA levels has led to the common use of beta-actin and GAPDH housekeeping genes as denominators for comparison of samples. Expression of these genes is assumed to remain constant, so normalising for variations in processing and signal quantitation. However, it is well documented that beta-actin and GAPDH expression is upregulated with proliferation, activation, and differentiation. We hypothesised that airway samples which differ in their cellular profiles and activation status have different levels of expression of GAPDH and beta-actin. METHODS The mRNA for beta-actin, GAPDH, and interleukin (IL)-2 was measured in bronchoalveolar lavage (BAL) fluid cells and endobronchial biopsy tissue by competitive RT-PCR in a cross sectional study of 26 normal controls and 92 asthmatic subjects. RESULTS For both BAL fluid cells and biopsy tissue, asthmatics overall had reduced expression of GAPDH and beta-actin mRNA. In asthmatic subjects not using inhaled corticosteroids (ICS), GAPDH mRNA levels in both BAL fluid and biopsy tissue, and beta-actin mRNA in BAL fluid cells were 10 times lower than samples from both normal controls and from asthmatic subjects using ICS. beta-Actin mRNA in biopsy specimens showed the same pattern of expression, but asthmatic subjects not using ICS were not significantly different from those receiving ICS treatment. IL-2 mRNA levels did not differ between the subject or treatment groups but, when expressed as a ratio with beta-actin, significant differences were seen. CONCLUSIONS beta-Actin and GAPDH used as denominators of gene expression quantitation in asthma research can cause confounding. Housekeeping genes need careful validation before their use in such quantitative mRNA assays.
Collapse
Affiliation(s)
- E M Glare
- Department of Respiratory Medicine, Alfred Hospital and Monash University Medical School, Melbourne 3181, Australia
| | | | | | | |
Collapse
|
25
|
Nur T, Peijnenburg AACM, Noteborn HPJM, Baykus H, Reifen R. DNA microarray technology reveals similar gene expression patterns in rats with vitamin a deficiency and chemically induced colitis. J Nutr 2002; 132:2131-6. [PMID: 12163651 DOI: 10.1093/jn/132.8.2131] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
Previous studies suggest that vitamin A deficiency may induce or intensify inflammatory changes in the rat gastrointestinal system. The present study was designed to compare the expression profiles of rat models of vitamin A deficiency and induced colitis. cDNA-microarray technology was used to determine the genes involved in the inflammatory processes in the two models. mRNA was extracted from colons of rats that were vitamin A deficient, vitamin A supplemented (control), or had 2,4,6-trinitrobenzenesulfonic acid (TNBS)-induced colitis, reverse-transcribed into fluorescence-labeled cDNA and hybridized onto microarrays containing a duplicate set of 1152 cDNAs, derived mainly from the colon carcinoma cell line Caco-2. Differential gene expression was detected in vitamin A deficiency and in TNBS-induced colitis vs. control. beta-Actin, translation initiation factor A4 and translation elongation factor 1, ornithine decarboxylase (ODC) and keratin 19 were markedly down-regulated, whereas spermidine/spermine N1-acetyltransferase (SSAT) and polyubiquitin (UbC) were up-regulated in both vitamin A-deficient rats and those with TNBS-induced colitis. The strong association between the differential gene expression in the two animal models, compared with the control, suggests that deficiency of vitamin A causes inflammatory changes in the rat colon that are similar to processes occurring in colitis. Further investigation is required to elucidate the importance of each of the regulated genes to the pathology of colitis and vitamin A inadequacy.
Collapse
Affiliation(s)
- Talia Nur
- The School of Nutritional Sciences, The Hebrew University of Jerusalem, 76100 Rehovot, Israel
| | | | | | | | | |
Collapse
|
26
|
Lee PD, Sladek R, Greenwood CMT, Hudson TJ. Control genes and variability: absence of ubiquitous reference transcripts in diverse mammalian expression studies. Genome Res 2002; 12:292-7. [PMID: 11827948 PMCID: PMC155273 DOI: 10.1101/gr.217802] [Citation(s) in RCA: 271] [Impact Index Per Article: 12.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
Abstract
Control genes, commonly defined as genes that are ubiquitously expressed at stable levels in different biological contexts, have been used to standardize quantitative expression studies for more than 25 yr. We analyzed a group of large mammalian microarray datasets including the NCI60 cancer cell line panel, a leukemia tumor panel, and a phorbol ester induction time course as well as human and mouse tissue panels. Twelve housekeeping genes commonly used as controls in classical expression studies (including GAPD, ACTB, B2M, TUBA, G6PD, LDHA, and HPRT) show considerable variability of expression both within and across microarray datasets. Although we can identify genes with lower variability within individual datasets by heuristic filtering, such genes invariably show different expression levels when compared across other microarray datasets. We confirm these results with an analysis of variance in a controlled mouse dataset, showing the extent of variability in gene expression across tissues. The results show the problems inherent in the classical use of control genes in estimating gene expression levels in different mammalian cell contexts, and highlight the importance of controlled study design in the construction of microarray experiments.
Collapse
Affiliation(s)
- Peter D Lee
- Montreal Genome Centre, McGill University Health Centre, Montreal H3G 1A4, Quebec, Canada
| | | | | | | |
Collapse
|
27
|
Yamazaki M, Zhang R, Straus FH, Messina M, Robinson BG, Hashizume K, DeGroot LJ. Effective gene therapy for medullary thyroid carcinoma using recombinant adenovirus inducing tumor-specific expression of interleukin-12. Gene Ther 2002; 9:64-74. [PMID: 11850724 DOI: 10.1038/sj.gt.3301617] [Citation(s) in RCA: 25] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2001] [Accepted: 10/17/2001] [Indexed: 11/09/2022]
Abstract
No satisfactory treatment of metastatic medullary thyroid carcinoma (MTC) is available. Cell-specific gene therapy offers a new approach. We have constructed a recombinant replication-defective adenoviral vector expressing murine interleukin-12 (mIL-12), driven by a modified CALC-I promoter (TCP). This vector (AdTCPmIL-12) includes two separate cassettes encoding mIL-12 p35 or p40 subunit controlled by TCP inserted in the E1 region of adenovirus type 5. In vitro and in vivo reporter gene expression using TCP revealed its cell-specific activity. AdTCPmIL-12-infected rat MTC (rMTC) cells produced high amounts of functional mIL-12 cells in vitro, while other cell lines infected with AdTCPmIL-12 did not. AdTCPmIL-12-transduced rMTC cells completely lost their tumorigenicity in syngenic WAG/Rij rats. Direct injection of 1 x 10(9) plaque forming units of AdTCPmIL-12 into subcutaneous rMTC tumors in WAG/Rij rats caused tumor regression in over 60% of animals within 20 days. Rats cured of tumors did not develop tumors after re-injection of naive rMTC cells, demonstrating lasting immunity. Treatment with AdTCPmIL-12 of one tumor resulted in regression of an established tumor at a distant site. Moreover, intratumoral or intravenous injection of AdTCPmIL-12 did not induce evident toxicity. These results indicate AdTCPmIL-12 can contribute to effective and less toxic gene therapy of MTC.
Collapse
Affiliation(s)
- M Yamazaki
- Thyroid Study Unit, Department of Medicine, The University of Chicago, Chicago, IL 60637, USA
| | | | | | | | | | | | | |
Collapse
|
28
|
Serazin-Leroy V, Morot M, de Mazancourt P, Giudicelli Y. Differences in type II, IV, V and VI adenylyl cyclase isoform expression between rat preadipocytes and adipocytes. BIOCHIMICA ET BIOPHYSICA ACTA 2001; 1550:37-51. [PMID: 11738086 DOI: 10.1016/s0167-4838(01)00266-7] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
Abstract
Adenylyl cyclase catalytic activity is low in preadipocyte membranes when compared to adipocytes. Under conditions promoting inhibition of adipocyte adenylyl cyclase activity by Gpp(NH)p, a stable GTP analog, a paradoxical increase in preadipocyte adenylyl cyclase activity was obtained. In order to explain this contradiction, expression of types II, IV, V and VI adenylyl cyclase isoforms was compared in adipocytes and undifferentiated preadipocytes both by western blots and by a semiquantitative reverse transcription-polymerase chain reaction (RT-PCR) assay. Type II, IV, V and VI mRNAs and proteins were present in both adipocytes and preadipocytes. However, in undifferentiated preadipocytes, expression of type II mRNA and protein were significantly higher whereas expression of type IV, V and VI adenylyl cyclase mRNAs and proteins were significantly weaker than in adipocytes. In late differentiated preadipocytes, the adenylyl cyclase subtype mRNA expression pattern was intermediary between the undifferentiated and the full differentiation states except for type IV which remained weakly expressed. Moreover, one of the representative regulators of G-protein signaling (RGS protein), RGS4, was less expressed in undifferentiated preadipocyte membranes and cytosol extracts, which contrasts with adipocytes where RGS4 is clearly expressed. Thus, the preferential expression of type II adenylyl cyclase (G(betagamma) subunit-stimulated) in preadipocytes might explain why Gpp(NH)p elicits stimulation of adenylyl cyclase under conditions designed to promote inhibition. Conversely, the preferential expression of type V and VI adenylyl cyclases and the slightly higher expression of type IV adenylyl cyclase in adipocytes could contribute to explain the elevated total catalytic activity observed in mature fat cells compared to their precursor cells.
Collapse
Affiliation(s)
- V Serazin-Leroy
- Department of Biochemistry and Molecular Biology, Faculty of Medicine Paris-Ouest, Université René Descartes Paris V, Paris, France
| | | | | | | |
Collapse
|
29
|
Selvey S, Thompson EW, Matthaei K, Lea RA, Irving MG, Griffiths LR. Beta-actin--an unsuitable internal control for RT-PCR. Mol Cell Probes 2001; 15:307-11. [PMID: 11735303 DOI: 10.1006/mcpr.2001.0376] [Citation(s) in RCA: 269] [Impact Index Per Article: 11.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Despite reports confirming cell-cycle dependent gene expression and a number of studies describing specific circumstances in which beta-actin is also regulated, the mRNA for beta-actin remains a widely used housekeeping gene internal control. Utilizing differential reverse transcriptase-polymerase chain reaction (RT-PCR), we report here the dose-dependent inhibition of beta-actin by matrigel. This was detected by comparison to the very moderate inhibition of the target gene, membrane type-1 matrix metalloproteinase (MT1-MMP), with results independently confirmed by similar findings on MT1-MMP expression using competitive RT-PCR. Furthermore, RT-PCR of the housekeeping gene 18 Svedberg Units (S) rRNA demonstrated excellent consistency, reproducibility and non-regulation by a matrigel treatment. We conclude that beta-actin is highly regulated by matrigel and therefore unsuitable as an internal control in this treatment. Hence, these findings suggest that researchers have a responsibility to ensure that the housekeeping gene of choice is not regulated in their specific application, as such regulation may dramatically affect the accuracy of their results. This study reinforces the necessity for minimally regulated housekeeping genes such as 18S rRNA, and the superiority of competitive templates as internal controls for quantitative applications of RT-PCR.
Collapse
Affiliation(s)
- S Selvey
- Genomics Research Centre, School of Health Science, Griffith University, Gold Coast, Parklands Drive, Southport, QLD 4215, Australia
| | | | | | | | | | | |
Collapse
|
30
|
Björkhem L, Teclebrhan H, Kesen E, Olsson JM, Eriksson LC, Björnstedt M. Increased levels of cytosolic thioredoxin reductase activity and mRNA in rat liver nodules. J Hepatol 2001; 35:259-64. [PMID: 11580149 DOI: 10.1016/s0168-8278(01)00113-1] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/04/2022]
Abstract
BACKGROUND/AIMS Thioredoxin reductase, a redox active enzyme, is induced in several tumors. This study focuses on the presence of and subcellular localisation of thioredoxin reductase in a tumor model where neoplastic lesions are selected by their resistance to the toxic effects of the promotor. METHODS Liver nodules produced by intermittent feeding of 2-acetylaminofluorene to male Wistar rats were analyzed for thioredoxin reductase (TrxR) activity and mRNA. RESULTS This activity was increased 3.5-fold in the cytosol but decreased 60% in the mitochondrial fraction compared to the liver of age-matched untreated animals. Only traces of activity were observed in the microsomal, plasma membrane and nuclear fractions from normal liver or nodules. The level of TrxR mRNA was 3-fold higher in nodules than in normal rat liver. Furthermore, the total level of SH groups in homogenates was 2-fold higher in the case of the nodules. CONCLUSIONS These findings indicate that the thioredoxin system makes an important contribution to the resistant phenotype of the neoplastic liver cell, which conveys a growth advantage of significance for tumor progression.
Collapse
Affiliation(s)
- L Björkhem
- Department of Microbiology, Pathology and Immunology, Karolinska Institutet, Huddinge University Hospital, Stockholm, Sweden.
| | | | | | | | | | | |
Collapse
|
31
|
Mogues T, Goodrich ME, Ryan L, LaCourse R, North RJ. The relative importance of T cell subsets in immunity and immunopathology of airborne Mycobacterium tuberculosis infection in mice. J Exp Med 2001; 193:271-80. [PMID: 11157048 PMCID: PMC2195922 DOI: 10.1084/jem.193.3.271] [Citation(s) in RCA: 399] [Impact Index Per Article: 17.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022] Open
Abstract
Wild-type (WT) and targeted-mutant mice incapable of making alphabeta T cells, gammadelta T cells, class I major histocompatibility complex (MHC), class II MHC, interferon (IFN)-gamma, or inducible nitric oxide synthase (NOS2), were infected with Mycobacterium tuberculosis (Mtb) by aerosol, and monitored over time for their ability to (a) control infection, (b) develop histopathology at sites of infection, and (c) survive. WT mice acquired the ability to control and to hold infection at a stationary level from day 20 on. This was associated with the development of a macrophage-dominated alveolitis at sites of infection, with increased synthesis of IFN-gamma and NOS2 mRNA, and with an median survival time (MST) of 258.5 d. In the absence of alphabeta T cells, Mtb grew progressively and rapidly to induce a necrotic, neutrophil-dominated lung pathology that killed mice with an MST of 48 d. In the absence of CD4-mediated immunity (class II(-/-) mice), progressive bacterial growth continued in the lungs and in other organs beyond day 20, resulting in an MST of 77 d. By contrast, in the absence of CD8 T cell-mediated immunity, lung infection was controlled at a 1 log higher stationary level that induced a similar histopathologic response to that of WT mice, and resulted in an MST of 232 d.
Collapse
MESH Headings
- Animals
- CD4-Positive T-Lymphocytes/immunology
- CD8-Positive T-Lymphocytes/immunology
- Disease Models, Animal
- H-2 Antigens/genetics
- H-2 Antigens/immunology
- Interferon-gamma/genetics
- Interferon-gamma/immunology
- Lung/immunology
- Lung/pathology
- Mice
- Mice, Inbred C57BL
- Mice, Knockout
- Mycobacterium tuberculosis/growth & development
- Mycobacterium tuberculosis/immunology
- Nitric Oxide Synthase/genetics
- Nitric Oxide Synthase/immunology
- Nitric Oxide Synthase Type II
- RNA, Messenger/biosynthesis
- Receptors, Antigen, T-Cell, alpha-beta/genetics
- Receptors, Antigen, T-Cell, alpha-beta/immunology
- Receptors, Antigen, T-Cell, gamma-delta/genetics
- Receptors, Antigen, T-Cell, gamma-delta/immunology
- Tuberculosis/immunology
- Tuberculosis/microbiology
- Tuberculosis/pathology
- beta 2-Microglobulin/genetics
- beta 2-Microglobulin/immunology
Collapse
Affiliation(s)
| | | | - Lynn Ryan
- The Trudeau Institute, Saranac Lake, New York 12983
| | | | | |
Collapse
|
32
|
Serazin-Leroy V, Morot M, de Mazancourt P, Giudicelli Y. Androgen regulation and site specificity of angiotensinogen gene expression and secretion in rat adipocytes. Am J Physiol Endocrinol Metab 2000; 279:E1398-405. [PMID: 11093929 DOI: 10.1152/ajpendo.2000.279.6.e1398] [Citation(s) in RCA: 21] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Adipose tissue is an important source of angiotensinogen (ATG), and hypertension is commonly associated with android obesity. Therefore, we tested the hypothesis that androgens may control ATG gene expression and secretion in rat fat cells. In intact male rats, ATG mRNA expression (Northern blot and co-reverse transcription-polymerase chain reaction analysis) and protein secretion were significantly higher in deep intra-abdominal (perirenal and epididymal) than in subcutaneous adipocytes. After castration, ATG mRNA was reduced almost 50% in the three fat deposits, with parallel changes in ATG protein secretion. Conversely, testosterone treatment fully restored the ATG mRNA decrease after castration, whatever the anatomical origin of the adipocytes. Finally, a 24-h in vitro exposure of perirenal fat cells or differentiated preadipocytes from castrated rats to testosterone or dihydrotestosterone (10 nM free hormone concentration) increased ATG mRNA expression by 50-100%, an effect that was prevented by the anti-androgen cyproterone acetate. These data, demonstrating both in vivo and in vitro androgen induction of ATG mRNA expression in rat adipocytes, add further weight to the hypothesis of a link between adipose tissue ATG production, androgens, and android obesity-related hypertension.
Collapse
Affiliation(s)
- V Serazin-Leroy
- Service de Biochimie et de Biologie Moleculaire de la Faculte de Medecine Paris-Ouest, Universite Rene Descartes Paris V, F75270 Paris, France
| | | | | | | |
Collapse
|
33
|
Sarmiento J, Leal S, Quezada C, Kausel G, Figueroa J, Inés Vera M, Krauskopf M. Environmental acclimatization of the carp modulates the transcription of beta-actin. J Cell Biochem 2000; 80:223-8. [PMID: 11074593 DOI: 10.1002/1097-4644(20010201)80:2<223::aid-jcb110>3.0.co;2-o] [Citation(s) in RCA: 17] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
A cascade of mechanisms involving changes in gene expression are substantial to shape the adaptive responses that a eurythermal fish requires upon environmental changes in its habitat. We have previously shown that the cyclical reprogramming of rRNA transcription is a remarkable feature in carp under seasonal acclimatization. Using in situ hybridization and competitive RT-PCR we found significant differences in beta-actin transcripts, generally accepted to be coded by a typical housekeeping gene, in tissues from summer- and winter-acclimatized carp. The physiological differential beta-actin transcription herein reported places us on the alert for the reference genes estimated to be constitutive to quantitatively assess gene transcripts.
Collapse
Affiliation(s)
- J Sarmiento
- Instituto de Bioquímica, Universidad Austral de Chile, Valdivia, Chile
| | | | | | | | | | | | | |
Collapse
|
34
|
Abstract
Abnormalities of genomic methylation patterns have been attributed a role in carcinogenesis since the early 1980s, when large-scale demethylation of the genome was thought be an early event in multistep colorectal carcinogenesis. In the 1990s, local de novo methylation (with or without global demethylation) at tumor suppressor loci was held to be involved in silencing of tumor suppressor genes. The mechanisms that might mediate methylation and demethylation in carcinogenesis remain obscure, and there are questions as to whether the methylation changes are a cause or consequence of cellular transformation and clonal expansion. It is also important to derive a set of defined criteria by which a tumor suppressor gene can be concluded to have been inactivated by DNA methylation in a manner that contributes to carcinogenesis.
Collapse
Affiliation(s)
- P M Warnecke
- Department of Genetics and Development, College of Physicians and Surgeons of Columbia University, New York, NY 10032, USA
| | | |
Collapse
|