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1.
J Epidemiol ; 2024 Feb 24.
Article in English | MEDLINE | ID: mdl-38403692

ABSTRACT

BACKGROUND: The purpose of this study was to report the basic profile of the Miyagi Prefecture part of a repeated center-based survey during the second period (2nd period survey) of the Tohoku Medical Megabank Community-Based Cohort Study (TMM CommCohort Study), as well as the participants' characteristics based on their participation type in the baseline survey. METHODS: The 2nd period survey, conducted from June 2017 to March 2021, included participants of the TMM CommCohort Study (May 2013 to March 2016). In addition to the questionnaire, blood, urine, and physiological function tests were performed during the 2nd period survey. There were three main ways of participation in the baseline survey: Type 1, Type 1 additional, or Type 2 survey. The 2nd period survey was conducted in the same manner as the Type 2 survey, which was based on the community support center (CSC). RESULTS: In Miyagi Prefecture, 29,383 (57.7%) of 50,967 participants participated in the 2nd period survey. The participation rate among individuals who had visited the CSC was approximately 80%. Although some factors differed depending on the participation type in the baseline survey, the 2nd period survey respondents in the Type 1 and Type 2 survey groups at baseline had similar traits. CONCLUSIONS: The 2nd period survey of the TMM CommCohort Study provided detailed follow-up information. Following up on the health conditions of the participants will clarify the long-term effects of disasters and contribute to personalized prevention.

2.
Biopreserv Biobank ; 2023 Dec 11.
Article in English | MEDLINE | ID: mdl-38079195

ABSTRACT

With the number of samples increasing in many biobanks, one of the most pressing tasks is recording the correct relationships between information and the specimens. Genomic information is useful in determining the identity of these specimens. The Tohoku Medical Megabank Organization is running one of the largest biobanks in Japan. Here, we introduce a management system, which includes the development of a new probe set for the MassARRAY system for use during the production of proliferating T cells (T cells) and lymphoblastoid cell lines (LCLs). We selected single nucleotide variants that could be detected by next-generation sequencing and showed high resolution with ∼0.5 minor allele frequencies. After checking the set of probes against 96 samples from 48 people, we obtained no contradictory results in comparison with our genome sequence information. When we applied the set to our 3035 LCLs and 2256 T cells, the result showed 98.93% consistency with the corresponding genomic information. We surveyed the handling records of the 1.07% of samples that showed inconsistencies, and found that most had resulted from human errors (ID swapping between samples) during manual operations. After improving a few error-prone protocols, the error rate dropped to 0.47% for LCLs and 0% for T cells. Overall, the system that we developed shows high accuracy with easy and fast operability, and provides a good opportunity to improve the validation procedure to facilitate high-quality banking, especially in cases involving genomic information.

3.
Nutrients ; 16(1)2023 Dec 31.
Article in English | MEDLINE | ID: mdl-38201974

ABSTRACT

(1) Background: Breast milk is the only source of nutrition for breastfed infants, but few studies have examined the relationship between breast milk micronutrients and infant neurodevelopmental outcome in exclusively breastfed infants. The aim of this study was to characterize the association between nicotinamide adenine dinucleotide (NAD)-related compounds in the breast milk of Japanese subjects and infant neurodevelopmental outcome. (2) Methods: A total of 150 mother-child pairs were randomly selected from the three-generation cohort of the Tohoku Medical Megabank in Japan. Infants were exclusively breastfed for up to 6 months. Breast milk was collected at 1 month postpartum, and the quantity of NAD-related substances in the breast milk was quantified. The mothers also completed developmental questionnaires at 6, 12, and 24 months. The relationship between the concentration of NAD-related substances in breast milk and developmental indicators was evaluated via ordinal logistic regression analysis. (3) Results: Nicotinamide mononucleotide (NMN) was quantified as the major NAD precursor in breast milk. The median amount of NMN in the breast milk was 9.2 µM. The NMN concentration in breast milk was the only NAD-related substance in breast milk that showed a significant positive correlation with neurodevelopmental outcome in infants at 24 months. (4) Conclusions: The results suggest that NMN in human milk may be an important nutrient for early childhood development.


Subject(s)
Milk, Human , Nicotinamide Mononucleotide , Child, Preschool , Female , Infant , Humans , NAD , Cohort Studies , Nucleotides
4.
Hum Genome Var ; 8(1): 44, 2021 Dec 10.
Article in English | MEDLINE | ID: mdl-34887386

ABSTRACT

To reveal gene-environment interactions underlying common diseases and estimate the risk for common diseases, the Tohoku Medical Megabank (TMM) project has conducted prospective cohort studies and genomic and multiomics analyses. To establish an integrated biobank, we developed an integrated database called "dbTMM" that incorporates both the individual cohort/clinical data and the genome/multiomics data of 157,191 participants in the Tohoku Medical Megabank project. To our knowledge, dbTMM is the first database to store individual whole-genome data on a variant-by-variant basis as well as cohort/clinical data for over one hundred thousand participants in a prospective cohort study. dbTMM enables us to stratify our cohort by both genome-wide genetic factors and environmental factors, and it provides a research and development platform that enables prospective analysis of large-scale data from genome cohorts.

5.
Free Radic Biol Med ; 161: 71-83, 2020 12.
Article in English | MEDLINE | ID: mdl-33011271

ABSTRACT

Human lymphoblastoid cell lines (LCLs) are valuable for the functional analyses of diseases. We have established more than 4200 LCLs as one of the resources of an integrated biobank. While oxidative and inflammatory stresses play critical roles in the onset and progression of various diseases, the responsiveness of LCLs, especially that of biobank-made LCLs, to these stresses has not been established. To address how LCLs respond to these stresses, in this study, we performed RNA sequencing of eleven human LCLs that were treated with an electrophile, diethyl maleate (DEM) and/or an inflammatory mediator, lipopolysaccharide (LPS). We found that over two thousand genes, including those regulated by a master regulator of the electrophilic/oxidative stress response, NRF2, were upregulated in LCLs treated with DEM, while approximately three hundred genes, including inflammation-related genes, were upregulated in LPS-treated LCLs. Of the LPS-induced genes, a subset of proinflammatory genes was repressed by DEM, supporting the notion that DEM suppresses the expression of proinflammatory genes through NRF2 activation. Conversely, a part of DEM-induced gene was repressed by LPS, suggesting reciprocal interference between electrophilic and inflammatory stress-mediated pathways. These data clearly demonstrate that LCLs maintain, by and large, responsive pathways against oxidative and inflammatory stresses and further endorse the usefulness of the LCL supply from the biobank.


Subject(s)
Gene Expression Regulation , Oxidative Stress , Cell Line , Humans , Oxidation-Reduction , Oxidative Stress/genetics , Sequence Analysis, RNA
6.
Tohoku J Exp Med ; 248(1): 45-55, 2019 05.
Article in English | MEDLINE | ID: mdl-31130587

ABSTRACT

The Tohoku Medical Megabank biobank (TMM biobank) is the first major population-based biobank established in Japan. The TMM biobank was established based on two population cohorts and is a reconstruction program from the Great East Japan Earthquake and Tsunami of 2011. The biobank stores more than 3.4 million tubes of biospecimens and associated health and analytic data obtained from approximately 150,000 TMM cohort participants between May 2013 and December 2018, and the TMM biobank currently shares high-quality specimens and data. Various biospecimens, including peripheral and cord blood mononuclear cells, buffy coat, plasma, serum, urine, breast milk and saliva have been collected in the TMM biobank. To minimize human error and maintain the quality of data and specimens, we have been utilizing laboratory information management system into various biobank procedures from registration to storage with various automation systems, such as liquid dispensing, DNA extraction and their storage. The biobank procedures for the quality management system (ISO 9001:2015) and information security management system (ISO 27001:2013) are certified by the International Organization for Standardization. The quality of our biobank samples fulfills the pre-analytical requirements for researchers conducting next-generation whole genome sequencing, DNA array analyses, proteomics, metabolomics, etc. We established analytical centers to conduct standard genomic and multiomic analyses in-house and share the generated data. Additionally, we generate thousands of Epstein-Barr virus (EBV)-transformed lymphoblastoid cell lines and proliferating T cells for functional studies. The TMM biobank serves as an indispensable infrastructure for academic, clinical and industrial research to actualize next-generation medicine in Japan.


Subject(s)
Biological Specimen Banks , Specimen Handling , Biological Specimen Banks/standards , Cohort Studies , DNA/isolation & purification , Humans , Information Dissemination , Japan , Leukocytes, Mononuclear/cytology , Quality Control , Transportation
7.
Mol Cancer Ther ; 7(5): 1237-45, 2008 May.
Article in English | MEDLINE | ID: mdl-18483311

ABSTRACT

Malignant peripheral nerve sheath tumors (MPNST) are chemoresistant sarcomas with poor 5-year survival that arise in patients with neurofibromatosis type 1 (NF1) or sporadically. We tested three drugs for single and combinatorial effects on collected MPNST cell lines and in MPNST xenografts. The mammalian target of rapamycin complex 1 inhibitor RAD001 (Everolimus) decreased growth 19% to 60% after 4 days of treatment in NF1 and sporadic-derived MPNST cell lines. Treatment of subcutaneous sporadic MPNST cell xenografts with RAD001 significantly, but transiently, delayed tumor growth, and decreased vessel permeability within xenografts. RAD001 combined with the epidermal growth factor receptor tyrosine kinase inhibitor erlotinib caused additional inhibitory effects on growth and apoptosis in vitro, and a small but significant additional inhibitory effect on MPNST growth in vivo that were larger than the effects of RAD001 with doxorubicin. RAD001 plus erlotinib, in vitro and in vivo, reduced phosphorylation of AKT and total AKT levels, possibly accounting for their additive effect. The results support the consideration of RAD001 therapy in NF1 patient and sporadic MPNST. The preclinical tests described allow rapid screening strata for drugs that block MPNST growth, prior to tests in more complex models, and should be useful to identify drugs that synergize with RAD001.


Subject(s)
Antineoplastic Agents/therapeutic use , Drug Screening Assays, Antitumor , Nerve Sheath Neoplasms/drug therapy , Protein Kinases/metabolism , Sirolimus/analogs & derivatives , Animals , Cell Death , Cell Line, Tumor , Erlotinib Hydrochloride , Everolimus , Humans , Immunosuppressive Agents/therapeutic use , Mice , Mice, Nude , Nerve Sheath Neoplasms/metabolism , Quinazolines/pharmacology , Ribosomal Protein S6 Kinases, 70-kDa/metabolism , Signal Transduction , Sirolimus/therapeutic use , TOR Serine-Threonine Kinases , Up-Regulation
8.
Cell Metab ; 7(5): 456-65, 2008 May.
Article in English | MEDLINE | ID: mdl-18460336

ABSTRACT

Excess levels of circulating amino acids (AAs) play a causal role in specific human pathologies, including obesity and type 2 diabetes. Moreover, obesity and diabetes are contributing factors in the development of cancer, with recent studies suggesting that this link is mediated in part by AA activation of mammalian target of rapamycin (mTOR) Complex 1. AAs appear to mediate this response through class III phosphatidylinositol 3-kinase (PI3K), or human vacuolar protein sorting 34 (hVps34), rather than through the canonical class I PI3K pathway used by growth factors and hormones. Here we show that AAs induce a rise in intracellular Ca(2+) ([Ca(2+)](i)), which triggers mTOR Complex 1 and hVps34 activation. We demonstrate that the rise in [Ca(2+)](i) increases the direct binding of Ca(2+)/calmodulin (CaM) to an evolutionarily conserved motif in hVps34 that is required for lipid kinase activity and increased mTOR Complex 1 signaling. These findings have important implications regarding the basic signaling mechanisms linking metabolic disorders with cancer progression.


Subject(s)
Calcium/metabolism , Calmodulin/metabolism , Leucine/pharmacology , Protein Kinases/metabolism , Signal Transduction , Vesicular Transport Proteins/metabolism , Binding Sites , Blotting, Western , Cells, Cultured , HeLa Cells , Humans , Immunoprecipitation , Kidney/metabolism , Mutagenesis, Site-Directed , Proto-Oncogene Proteins c-akt/metabolism , TOR Serine-Threonine Kinases , Transfection
9.
Curr Opin Cell Biol ; 19(2): 135-41, 2007 Apr.
Article in English | MEDLINE | ID: mdl-17321123

ABSTRACT

Recent studies have shown that the nutrient input to the mTOR Complex1/S6K1 signaling pathway is mediated by class 3 PI3K or hVps34, the oldest member of the PI3K family. Moreover, studies to date would suggest that during the evolution of multicellular organisms this ancient branch of the pathway was merged with the growth-factor-hormone-controlled class 1 PI3K pathway at the level of mTOR Complex1 to control the development and growth of the organism. However, hVps34 also plays a role in the regulation of macroautophagy - the mechanism by which cells generate nutrients, such as amino acids, through the degradation of intracellular complexes, including mitochondria and ribosomes. These functions of hVps34 initially appear contradictory, since increased mTOR Complex1 activation is triggered by increased amino acid levels, while autophagy is triggered when cells are faced with amino acid deprivation.


Subject(s)
Phosphatidylinositol 3-Kinases/metabolism , Protein Kinases/metabolism , Ribosomal Protein S6 Kinases, 70-kDa/metabolism , Signal Transduction , Animals , Autophagy , Endosomes/metabolism , Humans , Models, Biological , TOR Serine-Threonine Kinases
10.
Proc Natl Acad Sci U S A ; 102(40): 14238-43, 2005 Oct 04.
Article in English | MEDLINE | ID: mdl-16176982

ABSTRACT

During the evolution of metazoans and the rise of systemic hormonal regulation, the insulin-controlled class 1 phosphatidylinositol 3OH-kinase (PI3K) pathway was merged with the primordial amino acid-driven mammalian target of rapamycin (mTOR) pathway to control the growth and development of the organism. Insulin regulates mTOR function through a recently described canonical signaling pathway, which is initiated by the activation of class 1 PI3K. However, how the amino acid input is integrated with that of the insulin signaling pathway is unclear. Here we used a number of molecular, biochemical, and pharmacological approaches to address this issue. Unexpectedly, we found that a major pathway by which amino acids control mTOR signaling is distinct from that of insulin and that, instead of signaling through components of the insulin/class 1 PI3K pathway, amino acids mediate mTOR activation by signaling through class 3 PI3K, hVps34.


Subject(s)
Amino Acids/metabolism , Phosphatidylinositol 3-Kinases/metabolism , Protein Kinases/metabolism , Proteins/metabolism , Signal Transduction/physiology , Adaptor Proteins, Signal Transducing , Blotting, Western , Cell Line, Tumor , Humans , Microscopy, Fluorescence , Monomeric GTP-Binding Proteins/genetics , Neuropeptides/genetics , RNA, Small Interfering/genetics , Ras Homolog Enriched in Brain Protein , Regulatory-Associated Protein of mTOR , TOR Serine-Threonine Kinases
11.
Mol Cell ; 11(6): 1457-66, 2003 Jun.
Article in English | MEDLINE | ID: mdl-12820960

ABSTRACT

Tumor suppressor genes evolved as negative effectors of mitogen and nutrient signaling pathways, such that mutations in these genes can lead to pathological states of growth. Tuberous sclerosis (TSC) is a potentially devastating disease associated with mutations in two tumor suppressor genes, TSC1 and 2, that function as a complex to suppress signaling in the mTOR/S6K/4E-BP pathway. However, the inhibitory target of TSC1/2 and the mechanism by which it acts are unknown. Here we provide evidence that TSC1/2 is a GAP for the small GTPase Rheb and that insulin-mediated Rheb activation is PI3K dependent. Moreover, Rheb overexpression induces S6K1 phosphorylation and inhibits PKB phosphorylation, as do loss-of-function mutations in TSC1/2, but contrary to earlier reports Rheb has no effect on MAPK phosphorylation. Finally, coexpression of a human TSC2 cDNA harboring a disease-associated point mutation in the GAP domain, failed to stimulate Rheb GTPase activity or block Rheb activation of S6K1.


Subject(s)
Insulin/pharmacology , Monomeric GTP-Binding Proteins/metabolism , Neuropeptides/metabolism , Proteins/metabolism , Repressor Proteins/metabolism , Signal Transduction , Adaptor Proteins, Signal Transducing , Animals , COS Cells , Carrier Proteins/metabolism , Cell Cycle Proteins , Cell Line , Chlorocebus aethiops , Genes, Tumor Suppressor , HeLa Cells , Humans , Phosphatidylinositol 3-Kinases/metabolism , Phosphoproteins/metabolism , Point Mutation , Protein Kinases/metabolism , Protein Structure, Tertiary , Ras Homolog Enriched in Brain Protein , Repressor Proteins/genetics , Ribosomal Protein S6 Kinases/metabolism , TOR Serine-Threonine Kinases , Tuberous Sclerosis Complex 1 Protein , Tuberous Sclerosis Complex 2 Protein , Tumor Cells, Cultured , Tumor Suppressor Proteins
12.
J Cell Biol ; 159(2): 217-24, 2002 Oct 28.
Article in English | MEDLINE | ID: mdl-12403809

ABSTRACT

The evolution of mitogenic pathways has led to the parallel requirement for negative control mechanisms, which prevent aberrant growth and the development of cancer. Principally, such negative control mechanisms are represented by tumor suppressor genes, which normally act to constrain cell proliferation (Macleod, K. 2000. Curr. Opin. Genet. Dev. 10:81-93). Tuberous sclerosis complex (TSC) is an autosomal-dominant genetic disorder, characterized by mutations in either TSC1 or TSC2, whose gene products hamartin (TSC1) and tuberin (TSC2) constitute a putative tumor suppressor complex (TSC1-2; van Slegtenhorst, M., M. Nellist, B. Nagelkerken, J. Cheadle, R. Snell, A. van den Ouweland, A. Reuser, J. Sampson, D. Halley, and P. van der Sluijs. 1998. Hum. Mol. Genet. 7:1053-1057). Little is known with regard to the oncogenic target of TSC1-2, however recent genetic studies in Drosophila have shown that S6 kinase (S6K) is epistatically dominant to TSC1-2 (Tapon, N., N. Ito, B.J. Dickson, J.E. Treisman, and I.K. Hariharan. 2001. Cell. 105:345-355; Potter, C.J., H. Huang, and T. Xu. 2001. Cell. 105:357-368). Here we show that loss of TSC2 function in mammalian cells leads to constitutive S6K1 activation, whereas ectopic expression of TSC1-2 blocks this response. Although activation of wild-type S6K1 and cell proliferation in TSC2-deficient cells is dependent on the mammalian target of rapamycin (mTOR), by using an S6K1 variant (GST-DeltaC-S6K1), which is uncoupled from mTOR signaling, we demonstrate that TSC1-2 does not inhibit S6K1 via mTOR. Instead, we show by using wortmannin and dominant interfering alleles of phosphatidylinositide-3-OH kinase (PI3K) that increased S6K1 activation is contingent upon the suppression of TSC2 function by PI3K in normal cells and is PI3K independent in TSC2-deficient cells.


Subject(s)
Phosphatidylinositol 3-Kinases/metabolism , Protein Kinases/metabolism , Repressor Proteins/metabolism , Ribosomal Protein S6 Kinases/metabolism , Tuberous Sclerosis/metabolism , Adaptor Proteins, Signal Transducing , Animals , COS Cells , Carrier Proteins/metabolism , Cell Cycle Proteins , Eukaryotic Initiation Factors , Fibroblasts/cytology , Fibroblasts/enzymology , Genes, Tumor Suppressor/physiology , Mice , Phosphoproteins/metabolism , Phosphorylation , Protein Biosynthesis/physiology , Proteins/metabolism , Recombinant Proteins/metabolism , Signal Transduction/physiology , TOR Serine-Threonine Kinases , Transfection , Tuberous Sclerosis Complex 1 Protein , Tuberous Sclerosis Complex 2 Protein , Tumor Suppressor Proteins
13.
J Cell Physiol ; 193(1): 73-9, 2002 Oct.
Article in English | MEDLINE | ID: mdl-12209882

ABSTRACT

Osteoblasts and adipocytes are derived from a common precursor in bone marrow, the mesenchymal stem cell (MSC). Factors driving human MSCs (hMSCs) to differentiate down the two lineages play important roles in determining bone density because it has been shown that bone volume loss associated with osteoporosis and aging is accompanied by reduced osteoblastic bone formation and increased marrow adipose tissue. The genes upregulated in hMSCs during osteogenic differentiation were screened using cDNA microarrays and were semi-quantitated by real-time RT-PCR. One of the genes identified was sortilin, which was upregulated one day after osteogenic induction and remained upregulated for a week. The overexpression of sortilin in hMSCs using an adenovirus vector resulted in the acceleration of mineralization during osteogenic differentiation without affecting alkaline phosphatase activity. Lipoprotein lipase (LPL), produced by adipocytes, is bound by sortilin, which may mediate its endocytosis. By adding LPL to osteogenic induction medium, osteoblastic mineralization was inhibited in a dose-dependent manner. Interestingly, sortilin overexpression abolished the LPL-mediated suppression of osteogenic differentiation. hMSCs exist in marrow where LPL-producing adipose cells are abundant and where osteogenesis is negatively regulated by LPL. Sortilin has a counter effect of promoting osteogenesis by acting as a scavenger of LPL.


Subject(s)
Calcification, Physiologic/physiology , Extracellular Matrix/metabolism , Membrane Glycoproteins/metabolism , Mesoderm/metabolism , Nerve Tissue Proteins/metabolism , Osteoblasts/metabolism , Stem Cells/metabolism , Adaptor Proteins, Vesicular Transport , Alkaline Phosphatase/biosynthesis , Bone Marrow Cells/cytology , Calcification, Physiologic/drug effects , Cell Differentiation/drug effects , Cell Differentiation/physiology , Cells, Cultured , Dose-Response Relationship, Drug , Extracellular Matrix/drug effects , Gene Expression Profiling , Humans , Lipoprotein Lipase/pharmacology , Membrane Glycoproteins/genetics , Membrane Glycoproteins/pharmacology , Mesoderm/cytology , Nerve Tissue Proteins/genetics , Nerve Tissue Proteins/pharmacology , Oligonucleotide Array Sequence Analysis , Osteoblasts/cytology , Osteoblasts/drug effects , Stem Cells/cytology , Stem Cells/drug effects , Transfection , Up-Regulation
14.
Jpn J Cancer Res ; 93(6): 605-9, 2002 Jun.
Article in English | MEDLINE | ID: mdl-12079507

ABSTRACT

We recently identified TSLC1, a tumor suppressor gene in human lung cancer. Gene silencing by promoter methylation has been observed frequently in adenocarcinoma of the lung, liver, and pancreas. Here, we demonstrate that TSLC1 expression is also absent or markedly reduced in 3 of 4 prostate cancer cell lines. Promoter sequences of TSLC1 were heavily methylated in PPC-1 cells that lacked TSLC1 expression, supporting the idea that promoter methylation is strongly correlated with complete loss of gene expression. Promoter sequences of TSLC1 were also methylated significantly in 7 of 22 (32%) primary prostate cancers. Hypermethylation of the promoter occurred not only in advanced tumors, but also in relatively early-stage tumors. Restoration of TSLC1 expression substantially suppressed tumor formation of PPC-1 cells in nude mice. These findings indicate that alteration of TSLC1 is involved in prostate cancer.


Subject(s)
Immunoglobulins , Membrane Proteins , Promoter Regions, Genetic , Prostatic Neoplasms/genetics , Proteins/genetics , Animals , Base Sequence , Blotting, Northern , Cell Adhesion Molecule-1 , Cell Adhesion Molecules , CpG Islands , DNA Methylation , Gene Silencing , Humans , Male , Mice , Mice, Nude , Molecular Sequence Data , Prostatic Neoplasms/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Sulfites/pharmacology , Time Factors , Tumor Suppressor Proteins
15.
J Bone Miner Res ; 17(1): 128-37, 2002 Jan.
Article in English | MEDLINE | ID: mdl-11771659

ABSTRACT

Ossification of the posterior longitudinal ligament of the spine (OPLL) is the predominant myelopathy among Japanese, and is usually diagnosed by ectopic bone formation in the paravertebral ligament in Japanese and other Asians. To detect genetic determinants associated with OPLL, we performed an extensive nonparametric linkage study with 126 affected sib-pairs using markers for various candidate genes by distinct analyses, SIBPAL and GENEHUNTER. Eighty-eight candidate genes were selected by comparing the genes identified by complementary DNA (cDNA) microarray analysis of systematic gene expression profiles during osteoblastic differentiation of human mesenchymal stem cells with the genes known to be involved in bone metabolism. Of the 24 genes regulated during osteoblastic differentiation, only one, the alpha B crystalline gene, showed evidence of linkage (p = 0.016, nonparametric linkage [NPL] score = 1.83). Of 64 genes known to be associated with bone metabolism, 7 showed weak evidence of linkage by SIBPAL analysis (p < 0.05): cadherin 13 (CDH13), bone morphogenetic protein 4 (BMP4), proteoglycan 1 (PRG1), transforming growth factor beta 3 (TGFb3), osteopontin (OPN), parathyroid hormone receptor 1 (PTHR1), and insulin-like growth factor 1 (IGF1). Among these genes, BMP4 (NPL = 2.23), CDH13 (NPL = 2.00), TGFb3 (NPL = 1.30), OPN (NPL = 1.15), and PTHR1 (NPL = 1.00) showed evidence of linkage by GENEHUNTER. Only BMP4 reached criteria of suggestive evidence of linkage. Because this gene is a well-known factor in osteogenetic function, BMP4 should be screened in further study for the polymorphism responsible.


Subject(s)
Ossification of Posterior Longitudinal Ligament/genetics , Animals , Artificial Intelligence , Base Sequence , Bone Morphogenetic Protein 4 , Bone Morphogenetic Proteins/genetics , Case-Control Studies , Crystallins/genetics , Disease Models, Animal , Female , Gene Expression Profiling , Genetic Linkage , Genetic Testing , Humans , Male , Mice , Microsatellite Repeats , Middle Aged , Oligonucleotide Array Sequence Analysis , Rats
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