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Bok EY, Kim SB, Thakur G, Choe YH, Oh SJ, Hwang SC, Ock SA, Rho GJ, Lee SI, Lee WJ, Lee SL. Insensitive Effects of Inflammatory Cytokines on the Reference Genes of Synovial Fluid Resident-Mesenchymal Stem Cells Derived from Rheumatoid Arthritis Patients. Int J Mol Sci 2023; 24:15159. [PMID: 37894839 PMCID: PMC10607131 DOI: 10.3390/ijms242015159] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/12/2023] [Revised: 10/07/2023] [Accepted: 10/11/2023] [Indexed: 10/29/2023] Open
Abstract
Mesenchymal stem cells derived from rheumatoid arthritis patients (RA-MSCs) provide an understanding of a variety of cellular and immunological responses within the inflammatory milieu. Sustained exposure of MSCs to inflammatory cytokines is likely to exert an influence on genetic variations, including reference genes (RGs). The sensitive effect of cytokines on the reference genes of RA-SF-MSCs may be a variation factor affecting patient-derived MSCs as well as the accuracy and reliability of data. Here, we comparatively evaluated the stability levels of nine RG candidates, namely GAPDH, ACTB, B2M, EEF1A1, TBP, RPLP0, PPIA, YWHAZ, and HPRT1, to find the most stable ones. Alteration of the RG expression was evaluated in MSCs derived from the SF of healthy donors (H-SF-MSCs) and in RA-SF-MSCs using the geNorm and NormFinder software programs. The results showed that TBP, PPIA, and YWHAZ were the most stable RGs for the normalization of H-SF-MSCs and RA-SF-MSCs using RT-qPCR, whereas ACTB, the most commonly used RG, was less stable and performed poorly. Additionally, the sensitivity of RG expression upon exposure to proinflammatory cytokines (TNF-α and IL-1β) was evaluated. RG stability was sensitive in the H-SF-MSCs exposed to TNF-α and IL-1β but insensitive in the RA-SF-MSCs. Furthermore, the normalization of IDO expression using ACTB falsely diminished the magnitude of biological significance, which was further confirmed with a functional analysis and an IDO activity assay. In conclusion, the results suggest that TBP, PPIA, and YWHAZ can be used in SF-MSCs, regardless of their exposure to inflammatory cytokines.
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Affiliation(s)
- Eun-Yeong Bok
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
| | - Saet-Byul Kim
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
| | - Gitika Thakur
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
| | - Yong-Ho Choe
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
| | - Seong-Ju Oh
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
| | - Sun-Chul Hwang
- Department of Orthopaedic Surgery, Gyeongsang National University, School of Medicine and Hospital, Jinju 52727, Republic of Korea;
| | - Sun-A. Ock
- Animal Biotechnology Division, National Institute of Animal Science (NIAS), Rural Development Administration (RDA), 1500, Kongjwipatjwi-ro, Isero-myeon, Wanju-gun 565851, Republic of Korea;
| | - Gyu-Jin Rho
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
- Research Institute of Life Sciences, Gyeongsang National University, Jinju 52828, Republic of Korea
| | - Sang-Il Lee
- Department of Internal Medicine and Institute of Health Sciences, Gyeongsang National University School of Medicine and Hospital, Jinju 52727, Republic of Korea;
| | - Won-Jae Lee
- College of Veterinary Medicine, Kyungpook National University, Daegu 41566, Republic of Korea
| | - Sung-Lim Lee
- College of Veterinary Medicine, Gyeongsang National University, Jinju 52828, Republic of Korea; (E.-Y.B.); (S.-B.K.); (G.T.); (Y.-H.C.); (S.-J.O.); (G.-J.R.)
- Research Institute of Life Sciences, Gyeongsang National University, Jinju 52828, Republic of Korea
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Quiñonez-Flores CM, López-Loeza SM, Pacheco-Tena C, Muñoz-Morales PM, Acosta-Jiménez S, González-Chávez SA. Stability of housekeeping genes in inflamed joints of spontaneous and collagen-induced arthritis in DBA/1 mice. Inflamm Res 2021; 70:619-632. [PMID: 33903928 DOI: 10.1007/s00011-021-01453-2] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2020] [Revised: 02/07/2021] [Accepted: 03/06/2021] [Indexed: 02/06/2023] Open
Abstract
BACKGROUND DBA/1 mice arthritis models have contributed to our understanding of human rheumatoid arthritis (RA) and spondyloarthritis (SpA) pathogenesis, as well as the exploration of therapeutic targets for treatment. Quantitative polymerase chain reaction (qPCR) is an indispensable tool in molecular research, which requires reference gene validation to obtain consistent and reliable results. OBJECTIVE To determine the stability of candidate reference genes for qPCR in the joint of collagen-induced arthritis (CIA) and spontaneous arthritis (SpAD) DBA/1 mice. METHODS The expression of eleven commonly used reference genes (ACTB, B2M, EF1a, GAPDH, HMBS, HPRT, PPIB, RPL13A, SDHA, TBP, and YWHAZ) was assessed by qPCR and the data were compared using delta-Ct methods and the geNorm, NormFinder, and RefFinder software packages. Genes identified as stable in each model were used for the quantification of inflammatory cytokines RESULTS: The gene stabilities differed between the two arthritis models in the DBA/1 mice. EF1a and RPL13A were the best reference genes for SpAD, while RPL13A and TBP were the best for the CIA. These genes allowed the data normalization for the quantification of the inflammatory cytokines in both models; these results showed an increase in the expression of IL-1B, IL-12B, IL-17A, and IL-6 in the inflamed joints. The use of different primer sequences for the same reference gene resulted in different relative quantification values. CONCLUSION This study demonstrates that commonly used reference genes may not be suitable for arthritic tissues from DBA/1 mice, and strengthening the principle that meticulous validation of reference genes is essential before each experiment to obtain valid and reproducible qPCR data for analysis or interpretation.
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Affiliation(s)
- Celia María Quiñonez-Flores
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico
| | - Salma Marcela López-Loeza
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico
| | - César Pacheco-Tena
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico
| | - Perla María Muñoz-Morales
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico
| | - Samara Acosta-Jiménez
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico
| | - Susana Aideé González-Chávez
- Laboratorio PABIOM, Facultad de Medicina y Ciencias Biomédicas, Universidad Autónoma de Chihuahua, Circuito Universitario Campus II, CP 31125, Chihuahua, Chihuahua, Mexico.
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Liu Y, Zhang Y, Jiang Q, Rao M, Sheng Z, Zhang Y, Du W, Hao H, Zhao X, Xu Z, Liu J, Zhu H. Identification of Valid Housekeeping Genes for Real-Time Quantitative PCR Analysis of Collapsed Lung Tissues of Neonatal Somatic Cell Nuclear Transfer-Derived Cattle. Cell Reprogram 2016; 17:360-7. [PMID: 26393896 DOI: 10.1089/cell.2015.0024] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Cloned calves produced by somatic cell nuclear transfer frequently suffer alveolar collapse as newborns. To study the underlying pathophysiological mechanisms responsible for this phenomenon, the expression profiles of numerous genes involved in lung development need to be investigated. Quantitative real-time PCR is commonly adopted in gene expression analysis. However, selection of an appropriate reference gene for normalization is critical for obtaining reliable and accurate results. Seven housekeeping genes-β-glucuronidase (GUSB), phosphoglycerate kinase 1 (PGK1), β-2-microglobolin (B2M), peptidylprolyl isomerase A (PPIA), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), TATA-box binding protein (TBP), and 5.8S ribosomal RNA (5.8S rRNA)-were selected and evaluated as candidates. Their gene expression levels in the collapsed lungs of deceased neonate cloned calves and normal lung derived from normal calves were assessed. The ranking of gene expression stability was estimated by the geNorm, NormFinder, and BestKeeper programs. 5.8S rRNA and PPIA were determined to be the most stable reference genes by geNorm and BestKeeper, whereas the combination of GAPDH and TBP was suggested as reference genes by NormFinder. Taking these results into account, we conclude that 5.8S rRNA and PPIA could be the most reliable reference genes for studying the genes involved in alveolar collapse. Moreover, 5.8S rRNA could be represented as a uniform reference gene in similar cases.
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Affiliation(s)
- Yan Liu
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China .,4 These authors contributed equally to this work
| | - Yunhai Zhang
- 2 Anhui Provincial Laboratory of Local Livestock and Poultry Genetical Resource Conservation and Breeding, College of Animal Science and Technology, Anhui Agricultural University , Hefei 230036, China .,4 These authors contributed equally to this work
| | - Qiuling Jiang
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Man Rao
- 3 Geno-Ming Bioscience , Beijing, 101101, China
| | - Zheya Sheng
- 3 Geno-Ming Bioscience , Beijing, 101101, China
| | - Yu Zhang
- 2 Anhui Provincial Laboratory of Local Livestock and Poultry Genetical Resource Conservation and Breeding, College of Animal Science and Technology, Anhui Agricultural University , Hefei 230036, China
| | - Weihua Du
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Haisheng Hao
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Xueming Zhao
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Zhe Xu
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Jianning Liu
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
| | - Huabin Zhu
- 1 Institute of Animal Sciences, Chinese Academy of Agricultural Sciences , Beijing, 100193, China
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Gapdh gene expression is modulated by inflammatory arthritis and is not suitable for qPCR normalization. Inflammation 2015; 37:1059-69. [PMID: 24493325 DOI: 10.1007/s10753-014-9829-x] [Citation(s) in RCA: 16] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022]
Abstract
Gene expression studies are fundamental for the understanding of complex diseases, providing new insights into the pathogenic process and new tools for diagnostic and patient stratification. Gene profiling studies by real-time PCR require the use of reference genes for normalization and an appropriate validation is essential for accurate results. We performed a comprehensive assessment of six common housekeeping genes in the K/BxN serum-induced arthritis model in mice. Classical statistics and NormFinder analyses pointed out Gapdh as the less stable and therefore unsuitable as a reference control. Gapdh was considerably down-regulated in arthritic joints and therefore produced an overestimation of transcriptional changes. Hptr, B2m, and Rpl13a showed the most constant expression. Collectively our data advise against the use of Gapdh in gene expression studies in the acute phase of the K/BxN model and adds a cautionary note on the need to validate the reference genes for reliable, comparable, and reproducible results.
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Expression stability of common housekeeping genes is differently affected by bowel inflammation and cancer: implications for finding suitable normalizers for inflammatory bowel disease studies. Inflamm Bowel Dis 2014; 20:1147-56. [PMID: 24859296 DOI: 10.1097/mib.0000000000000067] [Citation(s) in RCA: 37] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/12/2022]
Abstract
Instability of housekeeping genes (HKG), supposedly unregulated and hence used as normalizers, may dramatically change conclusions of quantitative PCR experiments. The effect of bowel inflammation on HKG remains unknown. Expression stability of 15 HKG (ACTB, B2M, GAPDH, GUSB, HPRT1, IPO8, MRPL19, PGK1, PPIA, RPLP0, RPS23, SDHA, TBP, UBC, and YWHAZ) in 166 bowel specimens (91 normal, 35 cancerous, and 40 inflamed) was ranked by coefficients of variation (CV%) or using dedicated software: geNorm and NormFinder. The RPS23, PPIA, and RPLP0 were top-ranked, whereas IPO8, UBC and TBP were the lowest-ranked HKG across inflamed/cancerous/normal colonic tissues. The pairs RPS23/RPLP0, PGK1/MRPL19, or PPIA/RPLP0 were optimal reference by CV%, NormFinder, and geNorm, respectively. Colon inflammation affected HKG more pronouncedly than cancer with ACTB significantly down- and B2M upregulated. In inflammatory bowel disease (IBD), different genes were top-ranked in a large and small bowel, whereas TBP, UBC, and IPO8 were lowest-ranked in both. For patients with IBD at large, RPS23/PPIA, PGK1/MRPL19, and PPIA/RPLP0 were found optimal by CV%, NormFinder, and geNorm, respectively. ACTB and B2M expression was related to CRC stage and positively correlated with clinical activity of IBD. Although GAPDH was upregulated neither in CRC nor IBD, it tended to positively correlate with tumor depth and Crohn's disease activity index. Normalizing against GAPDH affected experimental conclusions in a small but not large bowel. Bowel inflammation significantly affects several classic HKG. The pair PPIA/RPLP0 is a common optimal reference for studies encompassing tissues sampled from colorectal cancer and IBD patients. Using ACTB or B2M is not recommended.
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Jia F, Mao Q, Liang YM, Jiang JY. The effect of hypothermia on the expression of TIMP-3 after traumatic brain injury in rats. J Neurotrauma 2012; 31:387-94. [PMID: 23256480 DOI: 10.1089/neu.2008.0814] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
Here we investigate the effect of hypothermia on the expression of apoptosis-regulating protein TIMP-3 after fluid percussion traumatic brain injury (TBI) in rats. We began with 210 adult male Sprague-Dawley rats and randomly assigned them to three groups: TBI with hypothermia treatment (32°C), TBI with normothermia (37°C), and sham-injured controls. TBI was induced by a fluid percussion TBI device. Mild hypothermia (32°C) was achieved by partial immersion in a water bath (0°C) under general anesthesia for 4 h. The rats were killed at 4, 6, 12, 24, 48, and 72 h and 1 week after TBI. The mRNA and protein level of TIMP-3 in both the injured and uninjured hemispheres of the brains from each group were measured using RT-PCR and Western blotting. In the normothermic group, TIMP-3 levels in both the injured and uninjured hemispheres were significantly increased after TBI compared with those of sham-injured animals (p < 0.01). In contrast, post-traumatic hypothermia significantly attenuated this increase. According to the RT-PCR and Western blot analyses, the maximum mRNA levels of TIMP-3 were reduced to 60.60 ± 2.30%, 55.83 ± 1.80%, 66.03 ± 2.10%, and 64.51 ± 1.50%, respectively, of the corresponding values in the normothermic group in the injured and uninjured hemispheres (cortex and hippocampus) of the hypothermia group (p < 0.01), while the respective maximum protein levels of TIMP-3 were reduced to 57.50 ± 1.50, 52.67 ± 2.20, 60.31 ± 2.50 and 54.76 ± 1.40 (p < 0.01). Our data suggest that moderate fluid percussion brain injury significantly upregulates TIMP-3 expression, and that this increase may be suppressed by hypothermia treatment.
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Affiliation(s)
- Feng Jia
- 1 Department of Neurosurgery, Shanghai Renji Hospital, Shanghai JiaoTong University , School of Medicine, Shanghai, China
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Sadek KH, Cagampang FR, Bruce KD, Macklon N, Cheong Y. Variation in stability of housekeeping genes in healthy and adhesion-related mesothelium. Fertil Steril 2012; 98:1023-7. [PMID: 22795637 DOI: 10.1016/j.fertnstert.2012.06.033] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2012] [Revised: 06/18/2012] [Accepted: 06/19/2012] [Indexed: 11/25/2022]
Abstract
OBJECTIVE To investigate the stability of various housekeeping genes (HKG) within healthy versus scarred peritoneal mesothelium. The use of HKG as internal controls for quantitative real-time polymerase chain reaction (qRT-PCR) studies is based on the assumption of their inherent stability. However, recent evidence suggests that this is not true for all HKG and that stability may be tissue specific and affected by certain pathologies. DESIGN Paired mesothelial (n = 10) and adhesion tissue samples (n = 10) were taken during laparoscopic surgery. The stability of 12 candidate reference genes in the mesothelial tissues were evaluated; these include ATP5b, SDHA, CYC1, 18S rRNA, RPL13A, ACTB, YWHAZ, TOP1, UBC, EIF4A2, GAPDH, and B2M. SETTING Hospital. PATIENT(S) Female patients undergoing laparoscopic gynecological surgery were recruited from the Princess Anne Hospital, United Kingdom. INTERVENTION(S) Assessment of HKG expression stability using geNorm algorithm software. MAIN OUTCOME MEASURE(S) Stability measure (M) generated by geometric averaging of multiple target genes and mean pairwise variation of genes. RESULT(S) The most stable HKGs observed across both healthy and adhesion-related mesothelium were found to be ACTB, YWHAZ, and CYC1. ACTB had a higher expression in healthy mesothelium compared with in peritoneal adhesion tissue. CONCLUSION(S) This study indicates that ACTB, YWHAZ, and CYC1 are the appropriate internal controls for qRT-PCR analysis in mesothelial gene expression studies. Published discrepancies in gene expression studies using the mesothelium may therefore be due in part to inappropriate HKG selection.
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Affiliation(s)
- Khaled Hassan Sadek
- Human Development and Health Unit, University of Southampton Faculty of Medicine, Southampton, United Kingdom.
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Sadek KH, Cagampang FR, Bruce KD, Shreeve N, Macklon N, Cheong Y. Variation in stability of housekeeping genes in endometrium of healthy and polycystic ovarian syndrome women. Hum Reprod 2011; 27:251-6. [PMID: 22052386 DOI: 10.1093/humrep/der363] [Citation(s) in RCA: 31] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/30/2023] Open
Abstract
BACKGROUND The use of housekeeping genes (HKG) as internal controls for real-time qPCR studies of gene expression is based on the assumption of their inherent stability. However, it is unclear whether this stability is maintained in disease states. In order to test this, the present study investigated the expression of specific HKG in the endometrium of healthy and polycystic ovarian syndrome (PCOS) women. METHODS Endometrial tissue samples were taken from women with PCOS (n= 9) and controls (n= 10). The stability of nine candidate reference genes in the endometrial tissues were evaluated; four encode mitochondrial proteins [ATP5B, succinate dehydrogenase complex subunit A (SDHA), cytochrome c-1, glyceraldehyde-3-phosphatedehydrogenase], two encode ribosomal protein genes (18s ribosomal RNA, ribosomal protein L13A), one for cell structure (SDHA), one for cell signalling (beta actin, ACTB) and one involved in DNA repair (topoisomerase I, TOP1). The expression stability of these HKGs was calculated using geNORM qbasePLUS software, with stability defined by M-values, where higher M-value indicating less stability. In addition, changes in their cycle threshold values were analysed to determine direction of change between groups, and a Mann-Whitney U-test was used to determine statistical differences in expression. RESULTS The most stable HKGs observed across both PCOS endometrium were found to be YWHAZ, CYC1 and ACTB. Further TOP1 demonstrated higher gene expression in the endometrium from PCOS women compared with those from healthy women. CONCLUSIONS Of the nine HKGs examined, only YWHAZ, CYC1 and ACTB were stable in both control and PCOS endometrium: these should therefore be used as internal controls for quantitative reverse transcription-polymerase chain reaction analysis. Published discrepancies between endometrial gene expression studies may therefore be due in part to in the inappropriate HKG selection, and future gene expression studies should be based on HKG of known stability in both the disease and healthy states to avoid erroneous interpretation of results.
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Affiliation(s)
- K H Sadek
- Human Development and Health Unit, University of Southampton Faculty of Medicine, Southampton SO16 6YD, UK.
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