ABSTRACT
BACKGROUND: Improved diagnostic tests for tuberculosis in children are needed. We hypothesized that transcriptional signatures of host blood could be used to distinguish tuberculosis from other diseases in African children who either were or were not infected with the human immunodeficiency virus (HIV). METHODS: The study population comprised prospective cohorts of children who were undergoing evaluation for suspected tuberculosis in South Africa (655 children), Malawi (701 children), and Kenya (1599 children). Patients were assigned to groups according to whether the diagnosis was culture-confirmed tuberculosis, culture-negative tuberculosis, diseases other than tuberculosis, or latent tuberculosis infection. Diagnostic signatures distinguishing tuberculosis from other diseases and from latent tuberculosis infection were identified from genomewide analysis of RNA expression in host blood. RESULTS: We identified a 51-transcript signature distinguishing tuberculosis from other diseases in the South African and Malawian children (the discovery cohort). In the Kenyan children (the validation cohort), a risk score based on the signature for tuberculosis and for diseases other than tuberculosis showed a sensitivity of 82.9% (95% confidence interval [CI], 68.6 to 94.3) and a specificity of 83.6% (95% CI, 74.6 to 92.7) for the diagnosis of culture-confirmed tuberculosis. Among patients with cultures negative for Mycobacterium tuberculosis who were treated for tuberculosis (those with highly probable, probable, or possible cases of tuberculosis), the estimated sensitivity was 62.5 to 82.3%, 42.1 to 80.8%, and 35.3 to 79.6%, respectively, for different estimates of actual tuberculosis in the groups. In comparison, the sensitivity of the Xpert MTB/RIF assay for molecular detection of M. tuberculosis DNA in cases of culture-confirmed tuberculosis was 54.3% (95% CI, 37.1 to 68.6), and the sensitivity in highly probable, probable, or possible cases was an estimated 25.0 to 35.7%, 5.3 to 13.3%, and 0%, respectively; the specificity of the assay was 100%. CONCLUSIONS: RNA expression signatures provided data that helped distinguish tuberculosis from other diseases in African children with and those without HIV infection. (Funded by the European Union Action for Diseases of Poverty Program and others).
Subject(s)
Mycobacterium tuberculosis/genetics , RNA, Bacterial/blood , Transcriptome , Tuberculosis/diagnosis , Africa , Algorithms , Bacteriological Techniques , Child , Child, Preschool , Diagnosis, Differential , HIV Infections/complications , Humans , Infant , Latent Tuberculosis/diagnosis , Male , Mycobacterium tuberculosis/isolation & purification , Oligonucleotide Array Sequence Analysis , Risk , Sensitivity and Specificity , Tuberculosis/complications , Tuberculosis/geneticsABSTRACT
BACKGROUND: A major impediment to tuberculosis control in Africa is the difficulty in diagnosing active tuberculosis (TB), particularly in the context of HIV infection. We hypothesized that a unique host blood RNA transcriptional signature would distinguish TB from other diseases (OD) in HIV-infected and -uninfected patients, and that this could be the basis of a simple diagnostic test. METHODS AND FINDINGS: Adult case-control cohorts were established in South Africa and Malawi of HIV-infected or -uninfected individuals consisting of 584 patients with either TB (confirmed by culture of Mycobacterium tuberculosis [M.TB] from sputum or tissue sample in a patient under investigation for TB), OD (i.e., TB was considered in the differential diagnosis but then excluded), or healthy individuals with latent TB infection (LTBI). Individuals were randomized into training (80%) and test (20%) cohorts. Blood transcriptional profiles were assessed and minimal sets of significantly differentially expressed transcripts distinguishing TB from LTBI and OD were identified in the training cohort. A 27 transcript signature distinguished TB from LTBI and a 44 transcript signature distinguished TB from OD. To evaluate our signatures, we used a novel computational method to calculate a disease risk score (DRS) for each patient. The classification based on this score was first evaluated in the test cohort, and then validated in an independent publically available dataset (GSE19491). In our test cohort, the DRS classified TB from LTBI (sensitivity 95%, 95% CI [87-100]; specificity 90%, 95% CI [80-97]) and TB from OD (sensitivity 93%, 95% CI [83-100]; specificity 88%, 95% CI [74-97]). In the independent validation cohort, TB patients were distinguished both from LTBI individuals (sensitivity 95%, 95% CI [85-100]; specificity 94%, 95% CI [84-100]) and OD patients (sensitivity 100%, 95% CI [100-100]; specificity 96%, 95% CI [93-100]). Limitations of our study include the use of only culture confirmed TB patients, and the potential that TB may have been misdiagnosed in a small proportion of OD patients despite the extensive clinical investigation used to assign each patient to their diagnostic group. CONCLUSIONS: In our study, blood transcriptional signatures distinguished TB from other conditions prevalent in HIV-infected and -uninfected African adults. Our DRS, based on these signatures, could be developed as a test for TB suitable for use in HIV endemic countries. Further evaluation of the performance of the signatures and DRS in prospective populations of patients with symptoms consistent with TB will be needed to define their clinical value under operational conditions. Please see later in the article for the Editors' Summary.
Subject(s)
HIV Infections/complications , Mycobacterium tuberculosis/isolation & purification , RNA, Bacterial/blood , Tuberculosis/diagnosis , Adult , Africa , Case-Control Studies , HIV Infections/microbiology , Humans , Mycobacterium tuberculosis/genetics , Sensitivity and Specificity , Tuberculosis/geneticsABSTRACT
The main regulator of the human tumor suppresser gene p21(waf1/cip1) is the transcription factor p53, but more recently it has been suggested to be a primary anti-proliferative target for the nuclear receptor VDR in the presence of its ligand 1alpha,25-dihydroxyvitamin D3 (1alpha,25(OH)2D3). To identify VDR responding regions, we analyzed 20 overlapping regions covering the first 7.1 kb of the p21(waf1/cip1) promoter in MCF-7 human breast cancer cells using chromatin immuno-precipitation assays (ChIP) with antibodies against p53 and VDR. We confirmed two known p53 binding regions at approximate positions -1400 and -2300 and identified a novel site at position -4500. In addition, we found three VDR-associated promoter regions at positions -2300, -4500 and -6900, i.e. two regions showed binding for both p53 and VDR. In silico screening and in vitro binding assays using recombinant and in vitro translated proteins identified five p53 binding sites within the three p53-positive promoter regions and also five 1alpha,25(OH)2D3 response elements within the three VDR-positive regions. Reporter gene assays confirmed the expected responsiveness of the respective promoter regions to the p53 inducer 5-fluorouracil and 1alpha,25(OH)2D3. Moreover, re-ChIP assays confirmed the functionality of the three 1alpha,25(OH)2D3-reponsive promoter regions by monitoring simultaneous occupancy of VDR with the co-activator proteins CBP, SRC-1 and TRAP220. Taken together, we demonstrated that the human p21((waf1/cip1)) gene is a primary 1alpha,25(OH)2D3-responding gene with at least three VDR binding promoter regions, in two of which also p53 co-localizes.
Subject(s)
Cyclin-Dependent Kinase Inhibitor p21/genetics , Promoter Regions, Genetic , Receptors, Calcitriol/metabolism , Response Elements , Transcriptional Activation , Tumor Suppressor Protein p53/metabolism , Binding Sites , Calcitriol/pharmacology , Cell Line, Tumor , Cyclin-Dependent Kinase Inhibitor p21/biosynthesis , Fluorouracil/pharmacology , Humans , RNA, Messenger/biosynthesis , Retinoid X Receptors/metabolismABSTRACT
PURPOSE: We hypothesized that deregulated corepressor actions, with associated histone deacetylation activity, epigenetically suppressed vitamin D receptor (VDR) responsiveness and drives resistance towards 1alpha,25-dihydroxyvitamin D(3). EXPERIMENTAL DESIGN: Profiling, transcriptional, and proliferation assays were undertaken in 1alpha,25(OH)(2)D(3)-sensitive MCF-12A nonmalignant breast epithelial cells, a panel of breast cancer cell lines, and a cohort of primary breast cancer tumors (n = 21). RESULTS: Elevated NCoR1 mRNA levels correlated with suppressed regulation of VDR target genes and the ability of cells to undergo arrest in G(1) of the cell cycle. A similar increased ratio of corepressor mRNA to VDR occurred in matched primary tumor and normal cells, noticeably in estrogen receptor alpha-negative (n = 7) tumors. 1alpha,25(OH)(2)D(3) resistance in cancer cell lines was targeted by cotreatments with either 1alpha,25(OH)(2)D(3) or a metabolically stable analogue (RO-26-2198) in combination with either trichostatin A (TSA; histone deacetylation inhibitor) or 5-aza-2'-deoxycytidine (DNA methyltransferase inhibitor). Combinations of vitamin D(3) compounds with TSA restored VDR antiproliferative signaling (target gene regulation, cell cycle arrest, and antiproliferative effects in liquid culture) to levels which were indistinguishable from MCF-12A cells. CONCLUSIONS: Increased NCoR1 mRNA is a novel molecular lesion in breast cancer cells, which acts to suppress responsiveness of VDR target genes, resulting in 1alpha,25(OH)(2)D(3) resistance and seems to be particularly associated with estrogen receptor negativity. This lesion provides a novel molecular diagnostic and can be targeted by combinations of vitamin D(3) compounds and low doses of TSA.
Subject(s)
Breast Neoplasms/metabolism , Nuclear Proteins/genetics , Nuclear Proteins/metabolism , Receptors, Calcitriol/metabolism , Repressor Proteins/genetics , Repressor Proteins/metabolism , Signal Transduction , Azacitidine/analogs & derivatives , Azacitidine/pharmacology , Calcitriol/pharmacology , Cell Cycle/drug effects , Cell Line, Tumor , Cell Proliferation/drug effects , Cholecalciferol/analogs & derivatives , Cholecalciferol/pharmacology , Decitabine , Female , Humans , Hydroxamic Acids/pharmacology , Nuclear Proteins/drug effects , Nuclear Receptor Co-Repressor 1 , RNA, Messenger/drug effects , RNA, Messenger/genetics , Receptors, Calcitriol/drug effects , Repressor Proteins/drug effects , Reverse Transcriptase Polymerase Chain Reaction , Signal Transduction/drug effects , Structure-Activity Relationship , Time Factors , Tumor Cells, CulturedABSTRACT
BACKGROUND: The ligand-mediated switch from binding co-repressor to co-activator complexes is central to the transcriptional actions of the vitamin D receptor (VDR) and other nuclear receptors. The capacity of deregulated co-repressors to attenuate the responsiveness of VDR signalling in cancer models was examined. MATERIALS AND METHODS: Proliferation and gene regulation studies were undertaken in non-malignant and malignant cell line and primary models. RESULTS: Both primary tissue models and cancer cell lines displayed a spectrum of suppressed responsiveness towards 1alpha, 25 hydroxy vitamin D3 (1alpha25(OH)2D3) which correlated with elevated co-repressor content: specifically, elevated silencing mediator of retinoid and thyroid hormone receptors/nuclear co-repressor 2 (NCoR2/SMRT) in prostate cancer cell lines and primary tumour cultures, and elevated nuclear receptor co-repressor 1 (NCoR1) in breast cancer cell lines. Interestingly, whilst the cancer cell lines frequently also displayed reduced VDR content, the primary tumour material retained and/or elevated VDR mRNA, correlated with co-repressor content. Functional approaches towards NCoR2/SMRT (siRNA) in prostate cancer cells or NCoR1 (overexpression) in non-malignant breast epithelial cells confirmed a role in suppressing VDR transcriptional and cellular actions. Targeted co-treatments of 1alpha25(OH)2D3 plus HDAC inhibitors (TSA, NaB) resulted in re-expression of antiproliferative target genes (e.g., GADD45alpha, p21(waf1/cip1)) and synergistic inhibition of proliferation. CONCLUSION: These data suggest that VDR actions in solid tumours are retained, but were skewed by epigenetic mechanisms to suppress selectively antiproliferative target gene promoter responses. This molecular lesion provides a novel chemotherapy target for acceptable doses of 1alpha25(OH)2D3 plus HDAC inhibitors.
Subject(s)
Neoplasms/genetics , Receptors, Calcitriol/genetics , Animals , Calcitriol/pharmacology , Epigenesis, Genetic , Humans , Neoplasms/drug therapy , Neoplasms/metabolism , Receptors, Calcitriol/metabolism , Signal Transduction/drug effects , Signal Transduction/geneticsABSTRACT
PURPOSE: Vitamin D seems to exert a protective effect against common cancers, although this does not correlate with circulating levels of active 1,25-dihydroxyvitamin D3 [1,25(OH)2D3], indicating a more localized activation of vitamin D. The aim of this study was to investigate the significance of this in breast cancer. EXPERIMENTAL DESIGN: Quantitative reverse transcription-PCR analysis of mRNA expression was carried out for the vitamin D-activating enzyme 1alpha-hydroxylase, the catabolic enzyme 24-hydroxylase, and the vitamin D receptor in 41 tumors and paired nonneoplastic tissue as well as breast cancer cell lines. Immunohistochemistry was used to assess 1alpha-hydroxylase protein expression, and enzyme assays were used to quantify vitamin D metabolism. RESULTS: Expression of mRNA for 1alpha-hydroxylase (27-fold; P < 5 x 10(-11)), vitamin D receptor (7-fold; P < 1.5 x 10(-8)), and 24-hydroxylase (4-fold; P < 0.02) was higher in breast tumors. 1alpha-Hydroxylase enzyme activity was also higher in tumors (44.3 +/- 11.4 versus 12.4 +/- 4.8 fmol/h/mg protein in nonneoplastic tissue; P < 0.05). However, production of inactive 1,24,25-trihydroxyvitamin D3 was also significantly higher in tumors (84.8 +/- 11.7 versus 33.6 +/- 8.5 fmol/h/mg protein; P < 0.01). Antisense inhibition of 24-hydroxylase in vitro increased antiproliferative responses to 1,25(OH)2D3. CONCLUSION: These data indicate that the vitamin D-activating enzyme 1alpha-hydroxylase is up-regulated in breast tumors. However, dysregulated expression of 24-hydroxylase seems to abrogate the effects of local 1,25(OH)2D3 production in tumors by catalyzing catabolism to less active vitamin D metabolites. The enzymes involved in autocrine metabolism of vitamin D in breast tissue may therefore provide important targets for both the prevention and treatment of breast cancer.
Subject(s)
Breast Neoplasms/metabolism , Breast/metabolism , Calcifediol/metabolism , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/genetics , 25-Hydroxyvitamin D3 1-alpha-Hydroxylase/metabolism , Adenosine Triphosphate/metabolism , Adult , Aged , Aged, 80 and over , Breast Neoplasms/genetics , Breast Neoplasms/pathology , Calcifediol/pharmacology , Calcitriol/pharmacology , Cell Line, Tumor , Cell Proliferation/drug effects , Cytochrome P-450 Enzyme System/genetics , Cytochrome P-450 Enzyme System/metabolism , Female , Gene Expression Regulation, Neoplastic/drug effects , Humans , Immunohistochemistry , Middle Aged , Oligonucleotides, Antisense/pharmacology , RNA, Messenger/genetics , RNA, Messenger/metabolism , Receptors, Calcitriol/genetics , Receptors, Calcitriol/metabolism , Reverse Transcriptase Polymerase Chain Reaction , Steroid Hydroxylases/genetics , Steroid Hydroxylases/metabolism , Vitamin D3 24-HydroxylaseABSTRACT
Proliferation of the non-malignant breast epithelial cell line, MCF-12A, is sensitively and completely inhibited by 1alpha,25-dihydroxyvitamin D(3) (1alpha,25(OH)(2)D(3)) (ED90 = 70 nM), We used real time RT-PCR to demonstrate that the relative resistance to 1alpha,25(OH)(2)D(3) of MDA-MB-231 cells (ED50 > 100 nM) correlated with significantly reduced Vitamin D receptor (VDR) and increased NCoR1 nuclear receptor co-repressor mRNA (0.1-fold reduction in VDR and 1.7-fold increase in NCoR1 relative to MCF-12A (P < 0.05)). This molecular lesion can be targeted by co-treating cells with 1alpha,25(OH)(2)D(3) or potent analogs and the histone deacetylation inhibitor trichostatin A (TSA). For example, the co-treatment of 1,25-dihydroxy-16,23,Z-diene-26,27-hexafluoro-19-nor Vitamin D(3) (RO-26-2198) (100 nM) plus TSA results in strong additive antiproliferative effects in MDA-MB-231 cells. This may represent novel chemotherapeutic regime for hormone insensitive breast cancer.
Subject(s)
Breast Neoplasms/pathology , Calcitriol/pharmacology , Cell Division/drug effects , Enzyme Inhibitors/pharmacology , Histone Deacetylase Inhibitors , Hydroxamic Acids/pharmacology , Breast Neoplasms/enzymology , Cell Line, Tumor , Humans , Reverse Transcriptase Polymerase Chain ReactionABSTRACT
Breast and prostate cancer are leading causes of cancer death in the Western world. Hormone ablation is the primary therapy for invasive disease, but the tumour often recurs in an androgen or oestrogen receptor negative form for which novel therapies are sought urgently. The vitamin D receptor (VDR) may provide an important alternative therapeutic target. However, cancer cell line models from these tissues display a range of sensitivities to the antiproliferative effects of 1alpha,25dihydroxyvitamin D3 (1alpha,25(OH)2D3). The reason for apparent 1alpha,25(OH)2D3 insensitivity is currently unknown and we have investigated epigenetic mechanisms that may suppress the transcriptional activity of the VDR. Nuclear co-repressors have associated histone deacetylase (HDAC) activity, which keeps chromatin in a closed, transcriptionally silent state. We have found that the aggressive cancer cell lines with relative insensitivity to 1alpha,25(OH)2D3 have elevated nuclear co-repressor levels. For example, PC-3 prostate cancer cells have a significant 1.8-fold elevation in the co-repressor SMRT compared to normal epithelial cells (P < 0.05). We believe that a combination of elevated co-repressor level with reduced VDR content can cause 1alpha,25(OH)2D3 resistance. Consistent with this, we have shown that combining a low dose of HDAC inhibitor Trichostatin A (15 nM TSA) with 1alpha,25(OH)2D3 (100 nM) synergistically inhibits the proliferation of PC-3 prostate and MDA-MB-231 breast cancer cell lines. The inhibition of proliferation was potentiated further by treating cells with 19-nor-hexafluoride vitamin D3 analogues instead of 1alpha,25(OH)2D3, plus TSA. For example, the combination of 1alpha,25(OH)2D3 and TSA-inhibited MDA-MB-231 cell proliferation by 38% (+/-5%), whereas Ro26-2198 (1alpha,25-(OH)2-16,23Z-diene-26,27-F6-19-nor-D3) and TSA inhibited growth by 62% (+/-2%). Therapeutically the hypercalcaemic side effects associated with 1alpha,25(OH)2D3 could be minimized by combining low doses of potent 1a,25(OH)2D3 analogues with HDAC inhibitors as a novel anticancer regime for hormone-insensitive prostate and breast cancer.
Subject(s)
Breast Neoplasms/pathology , Cholecalciferol/analogs & derivatives , Enzyme Inhibitors/pharmacology , Histone Deacetylase Inhibitors , Hydroxamic Acids/pharmacology , Neoplasms, Hormone-Dependent/pathology , Prostatic Neoplasms/pathology , Vitamin D/analogs & derivatives , Vitamin D/pharmacology , Androgens/pharmacology , Androgens/physiology , Antineoplastic Agents/pharmacology , Breast Neoplasms/metabolism , Cell Division/drug effects , Cholecalciferol/pharmacology , DNA-Binding Proteins/metabolism , Drug Synergism , Humans , Ligands , Male , Neoplasms, Hormone-Dependent/metabolism , Nuclear Receptor Co-Repressor 2 , Prostatic Neoplasms/metabolism , Repressor Proteins/metabolism , Tumor Cells, CulturedABSTRACT
Complete or partial inability to sense and repair DNA damage increases the risk of developing cancer. The ataxia telangiectasia mutated (ATM) protein kinase has a crucial role in response to DNA double-strand breaks. Hereditary mutations in the ATM gene are the cause of a rare genomic instability syndrome ataxia telangiectasia (AT) characterized, among others, by elevated cancer risk. Although clear in homozygotes, numerous studies have failed to find a link between heterozygotes and cancer. However, there is increasing evidence that ATM heterozygotes have an increased risk of developing breast cancer. First, epidemiological studies conferred an increased risk of breast cancer among AT relatives. Second, in vitro studies of heterozygous cells provide strong evidence of hyperradiosensitivity. Third, some clinical studies found an increased frequency of ATM mutations among high-risk breast cancer families.