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1.
Proc Natl Acad Sci U S A ; 121(12): e2312322121, 2024 Mar 19.
Artículo en Inglés | MEDLINE | ID: mdl-38478683

RESUMEN

RN7SL1 (RNA component of signal recognition particle 7SL1), a component of the signal recognition particle, is a non-coding RNA possessing a small ORF (smORF). However, whether it is translated into peptides is unknown. Here, we generated the RN7SL1-Green Fluorescent Protein (GFP) gene, in which the smORF of RN7SL1 was replaced by GFP, introduced it into 293T cells, and observed cells emitting GFP fluorescence. Furthermore, RNA-seq of GFP-positive cells revealed that they were in an oncogenic state, suggesting that RN7SL1 smORF may be translated under special conditions.


Asunto(s)
Péptidos , Partícula de Reconocimiento de Señal , Partícula de Reconocimiento de Señal/metabolismo , Proteínas Fluorescentes Verdes/genética , Proteínas Fluorescentes Verdes/metabolismo , Péptidos/metabolismo
2.
Cancer Sci ; 115(7): 2473-2485, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38679799

RESUMEN

Inflammatory bowel disease (IBD) is one of the intractable diseases. Nutritional components associated with IBD have been identified, and it is known that excessive methionine intake exacerbates inflammation, and that tryptophan metabolism is involved in inflammation. Analysis of the gut microbiota has also progressed, where Lactobacillus regulate immune cells in the intestine and suppress inflammation. However, whether the methionine and tryptophan metabolic pathways affect the growth of intestinal Lactobacillus is unknown. Here we show how transient methionine, tryptophan, and niacin deficiency affects the host and gut microbiota in mouse models of colitis (induced by dextran sodium sulfate) fed a methionine-deficient diet (1K), tryptophan and niacin-deficient diet (2K), or methionine, tryptophan, and niacin-deficient diet (3K). These diets induced body weight decrease and 16S rRNA analysis of mouse feces revealed the alterations in the gut microbiota, leading to a dramatic increase in the proportion of Lactobacillus in mice. Intestinal RNA sequencing data confirmed that the expression of several serine proteases and fat-metabolizing enzymes were elevated in mice fed with methionine, tryptophan, and niacin (MTN) deficient diet. In addition, one-carbon metabolism and peroxisome proliferator-activated receptor (PPAR) pathway activation were also induced with MTN deficiency. Furthermore, changes in the expression of various immune-related cytokines were observed. These results indicate that methionine, tryptophan, and niacin metabolisms are important for the composition of intestinal bacteria and host immunity. Taken together, MTN deficiencies may serve as a Great Reset of gut microbiota and host gene expression to return to good health.


Asunto(s)
Microbioma Gastrointestinal , Enfermedades Inflamatorias del Intestino , Metionina , Niacina , Triptófano , Animales , Metionina/deficiencia , Metionina/metabolismo , Niacina/metabolismo , Niacina/deficiencia , Ratones , Triptófano/metabolismo , Enfermedades Inflamatorias del Intestino/microbiología , Enfermedades Inflamatorias del Intestino/metabolismo , Enfermedades Inflamatorias del Intestino/inmunología , Proteolisis , Masculino , Modelos Animales de Enfermedad , Ratones Endogámicos C57BL , ARN Ribosómico 16S/genética , Colitis/metabolismo , Colitis/microbiología , Colitis/inducido químicamente , Colitis/inmunología , Lactobacillus/metabolismo
3.
Cancer Sci ; 115(3): 723-733, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-38263895

RESUMEN

RNA modifications, including the renowned m6A, have recently garnered significant attention. This chemical alteration, present in mRNA, exerts a profound influence on protein expression levels by affecting splicing, nuclear export, stability, translation, and other critical processes. Although the role of RNA methylation in the pathogenesis and progression of IBD and colorectal cancer has been reported, many aspects remain unresolved. In this comprehensive review, we present recent studies on RNA methylation in IBD and colorectal cancer, with a particular focus on m6A and its regulators. We highlight the pivotal role of m6A in the pathogenesis of IBD and colorectal cancer and explore the potential applications of m6A modifications in the diagnosis and treatment of these diseases.


Asunto(s)
Neoplasias Colorrectales , Enfermedades Inflamatorias del Intestino , Humanos , Metilación de ARN , Enfermedades Inflamatorias del Intestino/genética , Empalme del ARN/genética , ARN Mensajero/genética , Neoplasias Colorrectales/genética , ARN
4.
Cancer Sci ; 115(7): 2360-2370, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38659235

RESUMEN

N6-methyladenosine (m6A) is an RNA modification involved in RNA processing and widely found in transcripts. In cancer cells, m6A is upregulated, contributing to their malignant transformation. In this study, we analyzed gene expression and m6A modification in cancer tissues, ducts, and acinar cells derived from pancreatic cancer patients using MeRIP-seq. We found that dozens of RNAs highly modified by m6A were detected in cancer tissues compared with ducts and acinar cells. Among them, the m6A-activated mRNA TCEAL8 was observed, for the first time, as a potential marker gene in pancreatic cancer. Spatially resolved transcriptomic analysis showed that TCEAL8 was highly expressed in specific cells, and activation of cancer-related signaling pathways was observed relative to TCEAL8-negative cells. Furthermore, among TCEAL8-positive cells, the cells expressing the m6A-modifying enzyme gene METTL3 showed co-activation of Notch and mTOR signaling, also known to be involved in cancer metastasis. Overall, these results suggest that m6A-activated TCEAL8 is a novel marker gene involved in the malignant transformation of pancreatic cancer.


Asunto(s)
Adenosina , Biomarcadores de Tumor , Regulación Neoplásica de la Expresión Génica , Metiltransferasas , Neoplasias Pancreáticas , ARN Mensajero , Humanos , Neoplasias Pancreáticas/genética , Neoplasias Pancreáticas/patología , Neoplasias Pancreáticas/metabolismo , Adenosina/análogos & derivados , Adenosina/metabolismo , Biomarcadores de Tumor/genética , Biomarcadores de Tumor/metabolismo , ARN Mensajero/genética , ARN Mensajero/metabolismo , Metiltransferasas/genética , Metiltransferasas/metabolismo , Transducción de Señal/genética , Serina-Treonina Quinasas TOR/metabolismo , Serina-Treonina Quinasas TOR/genética , Línea Celular Tumoral , Receptores Notch/genética , Receptores Notch/metabolismo , Perfilación de la Expresión Génica/métodos
5.
Gan To Kagaku Ryoho ; 51(1): 14-23, 2024 Jan.
Artículo en Japonés | MEDLINE | ID: mdl-38247085

RESUMEN

This review focuses on cancer, a serious health issue in modern society, and explores the advancements and applications of single-cell RNA sequencing(scRNA-seq)as an advanced technique for understanding its pathobiology. Cancer often arises due to genetic mutations or epigenetic changes, which manifest through fluctuations in gene expression. Therefore, transcriptome information(transcriptomics)plays an indispensable role in cancer research. In this field, there has been a shift from hybridization to next-generation sequencing, and the emergence of scRNA-seq technology enables the analysis of dynamic gene expression properties at the single-cell level. Consequently, significant advancements have been made in cancer research, including understanding complex intercellular variations and interactions, as well as revealing the roles of the tumor microenvironment and immune cells, and the contribution of non-coding RNAs. This review focuses on the progress and applications of scRNA-seq technology, providing an overview of new insights and prospects for cancer research and therapy.


Asunto(s)
Epigénesis Genética , Neoplasias , Humanos , Perfilación de la Expresión Génica , Secuenciación de Nucleótidos de Alto Rendimiento , Mutación , Análisis de Secuencia de ARN , Neoplasias/genética , Neoplasias/terapia
6.
Cancer Sci ; 114(9): 3487-3495, 2023 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-37480223

RESUMEN

Desmoplastic reaction is a fibrosis reaction that is characterized by a large amount of dense extracellular matrix (ECM) and dense fibrous stroma. Fibrotic stroma around the tumor has several different components, including myofibroblasts, collagen, and other ECM molecules. This stromal reaction is a natural response to the tissue injury process, and fibrosis formation is a key factor in pancreatic cancer development. The fibrotic stroma of pancreatic cancer is associated with tumor progression, metastasis, and poor prognosis. Reportedly, multiple processes are involved in fibrosis, which is largely associated with the upregulation of various cytokines, chemokines, matrix metalloproteinases, and other growth factors that promote tumor growth and metastasis. Fibrosis is also associated with immunosuppressive cell recruitment, such as regulatory T cells (Tregs) with suppressing function to antitumor immunity. Further, dense fibrosis restricts the flow of nutrients and oxygen to the tumor cells, which can contribute to drug resistance. Furthermore, the dense collagen matrix can act as a physical barrier to block the entry of drugs into the tumor, thereby further contributing to drug resistance. Thus, understanding the mechanism of desmoplastic reaction and fibrosis in pancreatic cancer will open an avenue to innovative medicine and improve the prognosis of patients suffering from this disease.


Asunto(s)
Neoplasias Pancreáticas , Humanos , Páncreas , Matriz Extracelular , Citocinas , Neoplasias Pancreáticas
7.
Br J Cancer ; 128(10): 1828-1837, 2023 05.
Artículo en Inglés | MEDLINE | ID: mdl-36869093

RESUMEN

BACKGROUND: Tissue-resident memory T (Trm) cells are associated with cytotoxicity not only in viral infection and autoimmune disease pathologies but also in many cancers. Tumour-infiltrating CD103+ Trm cells predominantly comprise CD8 T cells that express cytotoxic activation and immune checkpoint molecules called exhausted markers. This study aimed to investigate the role of Trm in colorectal cancer (CRC) and characterise the cancer-specific Trm. METHODS: Immunochemical staining with anti-CD8 and anti-CD103 antibodies for resected CRC tissues was used to identify the tumour-infiltrating Trm cells. The Kaplan-Meier estimator was used to evaluate the prognostic significance. Cells immune to CRC were targeted for single-cell RNA-seq analysis to characterise cancer-specific Trm cells in CRC. RESULTS: The number of CD103+/CD8+ tumour-infiltrating lymphocytes (TILs) was a favourable prognostic and predictive factor of the overall survival and recurrence-free survival in patients with CRC. Single-cell RNA-seq analysis of 17,257 CRC-infiltrating immune cells revealed a more increased zinc finger protein 683 (ZNF683) expression in cancer Trm cells than in noncancer Trm cells and in high-infiltrating Trm cells than low-infiltrating Trm in cancer, with an upregulated T-cell receptor (TCR)- and interferon-γ (IFN-γ) signalling-related gene expression in ZNF683+ Trm cells. CONCLUSIONS: The number of CD103+/CD8+ TILs is a prognostic predictive factor in CRC. In addition, we identified the ZNF683 expression as one of the candidate markers of cancer-specific Trm cells. IFN-γ and TCR signalling and ZNF683 expression are involved in Trm cell activation in tumours and are promising targets for cancer immunity regulation.


Asunto(s)
Neoplasias Colorrectales , Memoria Inmunológica , Factores de Transcripción , Humanos , Linfocitos T CD8-positivos , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/metabolismo , Linfocitos Infiltrantes de Tumor , Células T de Memoria , Pronóstico , Factores de Transcripción/metabolismo
8.
Br J Cancer ; 128(12): 2206-2217, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37076565

RESUMEN

BACKGROUND: Driver alterations may represent novel candidates for driver gene-guided therapy; however, intrahepatic cholangiocarcinoma (ICC) with multiple genomic aberrations makes them intractable. Therefore, the pathogenesis and metabolic changes of ICC need to be understood to develop new treatment strategies. We aimed to unravel the evolution of ICC and identify ICC-specific metabolic characteristics to investigate the metabolic pathway associated with ICC development using multiregional sampling to encompass the intra- and inter-tumoral heterogeneity. METHODS: We performed the genomic, transcriptomic, proteomic and metabolomic analysis of 39-77 ICC tumour samples and eleven normal samples. Further, we analysed their cell proliferation and viability. RESULTS: We demonstrated that intra-tumoral heterogeneity of ICCs with distinct driver genes per case exhibited neutral evolution, regardless of their tumour stage. Upregulation of BCAT1 and BCAT2 indicated the involvement of 'Val Leu Ile degradation pathway'. ICCs exhibit the accumulation of ubiquitous metabolites, such as branched-chain amino acids including valine, leucine, and isoleucine, to negatively affect cancer prognosis. We revealed that this metabolic pathway was almost ubiquitously altered in all cases with genomic diversity and might play important roles in tumour progression and overall survival. CONCLUSIONS: We propose a novel ICC onco-metabolic pathway that could enable the development of new therapeutic interventions.


Asunto(s)
Neoplasias de los Conductos Biliares , Colangiocarcinoma , Humanos , Proteómica , Aminoácidos de Cadena Ramificada , Colangiocarcinoma/genética , Colangiocarcinoma/patología , Conductos Biliares Intrahepáticos/patología , Neoplasias de los Conductos Biliares/genética , Transaminasas
9.
Int J Mol Sci ; 24(24)2023 Dec 11.
Artículo en Inglés | MEDLINE | ID: mdl-38139171

RESUMEN

The interaction between mRNA and ribosomal RNA (rRNA) transcription in cancer remains unclear. RNAP I and II possess a common N-terminal tail (NTT), RNA polymerase subunit RPB6, which interacts with P62 of transcription factor (TF) IIH, and is a common target for the link between mRNA and rRNA transcription. The mRNAs and rRNAs affected by FUBP1-interacting repressor (FIR) were assessed via RNA sequencing and qRT-PCR analysis. An FIR, a c-myc transcriptional repressor, and its splicing form FIRΔexon2 were examined to interact with P62. Protein interaction was investigated via isothermal titration calorimetry measurements. FIR was found to contain a highly conserved region homologous to RPB6 that interacts with P62. FIRΔexon2 competed with FIR for P62 binding and coactivated transcription of mRNAs and rRNAs. Low-molecular-weight chemical compounds that bind to FIR and FIRΔexon2 were screened for cancer treatment. A low-molecular-weight chemical, BK697, which interacts with FIRΔexon2, inhibited tumor cell growth with rRNA suppression. In this study, a novel coactivation pathway for cancer-related mRNA and rRNA transcription through TFIIH/P62 by FIRΔexon2 was proposed. Direct evidence in X-ray crystallography is required in further studies to show the conformational difference between FIR and FIRΔexon2 that affects the P62-RBP6 interaction.


Asunto(s)
Neoplasias , Proteínas Represoras , Humanos , Factores de Empalme de ARN/genética , ARN Mensajero/genética , ARN Mensajero/metabolismo , Proteínas Represoras/genética , Empalme Alternativo , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Factor de Transcripción TFIIH/genética , Factor de Transcripción TFIIH/metabolismo , Proteínas de Unión al ADN/genética , Proteínas de Unión al ADN/metabolismo , Proteínas de Unión al ARN/metabolismo
10.
Am J Physiol Cell Physiol ; 322(4): C787-C793, 2022 04 01.
Artículo en Inglés | MEDLINE | ID: mdl-35294846

RESUMEN

Similar to epigenetic DNA modification, RNA can be methylated and altered for stability and processing. RNA modifications, namely, epitranscriptomes, involve the following three functions: writing, erasing, and reading of marks. Methods for measurement and position detection are useful for the assessment of cellular function and human disease biomarkers. After pyrimidine 5-methylcytosine was reported for the first time a hundred years ago, numerous techniques have been developed for studying nucleotide modifications, including RNAs. Recent studies have focused on high-throughput and direct measurements for investigating the precise function of epitranscriptomes, including the characterization of severe acute respiratory syndrome coronavirus 2. The current study presents an overview of the development of detection techniques for epitranscriptomic marks and briefs about the recent progress in this field.


Asunto(s)
COVID-19 , Transcriptoma , Epigénesis Genética , Humanos , ARN/genética , ARN/metabolismo , Procesamiento Postranscripcional del ARN , Transcriptoma/genética
11.
Curr Issues Mol Biol ; 44(2): 988-997, 2022 Feb 21.
Artículo en Inglés | MEDLINE | ID: mdl-35723350

RESUMEN

Nematodes, such as Caenorhabditis elegans, have been instrumental to the study of cancer. Recently, their significance as powerful cancer biodiagnostic tools has emerged, but also for mechanism analysis and drug discovery. It is expected that nematode-applied technology will facilitate research and development on the human tumor microenvironment. In the history of cancer research, which has been spurred by numerous discoveries since the last century, nematodes have been important model organisms for the discovery of cancer microenvironment. First, microRNAs (miRNAs), which are noncoding small RNAs that exert various functions to control cell differentiation, were first discovered in C. elegans and have been actively incorporated into cancer research, especially in the study of cancer genome defects. Second, the excellent sense of smell of nematodes has been applied to the diagnosis of diseases, especially refractory tumors, such as human pancreatic cancer, by sensing complex volatile compounds derived from heterogeneous cancer microenvironment, which are difficult to analyze using ordinary analytical methods. Third, a nematode model system can help evaluate invadosomes, the phenomenon of cell invasion by direct observation, which has provided a new direction for cancer research by contributing to the elucidation of complex cell-cell communications. In this cutting-edge review, we highlight milestones in cancer research history and, from a unique viewpoint, focus on recent information on the contributions of nematodes in cancer research towards precision medicine in humans.

12.
Cancer Sci ; 113(4): 1097-1104, 2022 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-35112433

RESUMEN

Although cancer precision medicine has improved diagnosis and therapy, refractory cancers such as pancreatic cancer remain to be challenging targets. Clinical sequencing has identified the significant alterations in driver genes and traced their clonal evolutions. Recent studies indicated that the tumor microenvironment elicits alterations in cancer metabolism, although its involvement in the cause and development of genomic alterations has not been established. Genomic abnormalities can contribute to the survival of selected subpopulations, recently recognized as clonal evolution, and dysfunction can lead to DNA mutations. Here, we present the most recent studies on the mechanisms of cancer metabolism involved in the maintenance of genomic stability to update current understanding of such processes. Sirtuins, which are NAD+-dependent protein deacetylases, appear to be involved in the control of genomic stability. Alterations of deleterious subpopulations would be exposed to selective pressure for cell survival. Recent studies indicated that a new type of cell death, ferroptosis, determines the survival of clones and exert cancer-restricting or -promoting effects to surrounding cells in the tumor microenvironment. Suppressing genomic instability and eliminating deleterious clones by cell death will contribute to the improvement of cancer medicine. Furthermore, the elucidation of the mechanisms involved is seen as a bridgehead to the pharmacologic suppression of such refractory cancers as pancreatic cancer.


Asunto(s)
Evolución Clonal , Neoplasias Pancreáticas , Evolución Clonal/genética , Inestabilidad Genómica , Genómica , Humanos , Neoplasias Pancreáticas/tratamiento farmacológico , Neoplasias Pancreáticas/genética , Microambiente Tumoral/genética , Neoplasias Pancreáticas
13.
Cancer Sci ; 113(10): 3498-3509, 2022 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-35848896

RESUMEN

Early detection of pancreatic ductal adenocarcinoma (PDAC) is essential for improving patient survival rates, and noninvasive biomarkers are urgently required to identify patients who are eligible for curative surgery. Here, we examined extracellular vesicles (EVs) from the serum of PDAC patients to determine their ability to detect early-stage disease. EV-associated proteins purified by ultracentrifugation and affinity columns underwent proteomic analysis to identify novel PDAC markers G protein-coupled receptor class C group 5 member C (GPRC5C) and epidermal growth factor receptor pathway substrate 8 (EPS8). To verify the potency of GPRC5C- or EPS8-positive EVs as PDAC biomarkers, we analyzed EVs from PDAC patient blood samples using ultracentrifugation in two different cohorts (a total of 54 PDAC patients, 32 healthy donors, and 22 pancreatitis patients) by immunoblotting. The combination of EV-associated GPRC5C and EPS8 had high accuracy, with area under the curve values of 0.922 and 0.946 for distinguishing early-stage PDAC patients from healthy controls in the two cohorts, respectively, and could detect PDAC patients who were negative for CA19-9. Moreover, we analyzed 30 samples taken at three time points from 10 PDAC patients who underwent surgery: before surgery, after surgery, and recurrence as an early-stage model. These proteins were detected in EVs derived from preoperative and recurrence samples. These results indicated that GPRC5C- or EPS8-positive EVs were biomarkers that have the potential to detect stage I early pancreatic cancer and small recurrent tumors detected by computed tomography.


Asunto(s)
Carcinoma Ductal Pancreático , Vesículas Extracelulares , Neoplasias Pancreáticas , Proteínas Adaptadoras Transductoras de Señales , Biomarcadores de Tumor , Antígeno CA-19-9 , Carcinoma Ductal Pancreático/patología , Receptores ErbB , Vesículas Extracelulares/patología , Humanos , Neoplasias Pancreáticas/patología , Proteómica , Neoplasias Pancreáticas
14.
Proc Natl Acad Sci U S A ; 116(2): 625-630, 2019 01 08.
Artículo en Inglés | MEDLINE | ID: mdl-30587593

RESUMEN

Cancer stem-like cells (CSCs) are expanded in the CSC niche by increased frequency of symmetric cell divisions at the expense of asymmetric cell divisions. The symmetric division of CSCs is important for the malignant properties of cancer; however, underlying molecular mechanisms remain largely elusive. Here, we show a cytokine, semaphorin 3 (Sema3), produced from the CSC niche, induces symmetric divisions of CSCs to expand the CSC population. Our findings indicate that stimulation with Sema3 induced sphere formation in breast cancer cells through neuropilin 1 (NP1) receptor that was specifically expressed in breast CSCs (BCSCs). Knockdown of MICAL3, a cytoplasmic Sema3 signal transducer, greatly decreased tumor sphere formation and tumor-initiating activity. Mechanistically, Sema3 induced interaction among MICAL3, collapsin response mediator protein 2 (CRMP2), and Numb. It appears that activity of MICAL3 monooxygenase (MO) stimulated by Sema3 is required for tumor sphere formation, interaction between CRMP2 and Numb, and accumulation of Numb protein. We found that knockdown of CRMP2 or Numb significantly decreased tumor sphere formation. Moreover, MICAL3 knockdown significantly decreased Sema3-induced symmetric divisions in NP1/Numb-positive BCSCs and increased asymmetric division that produces NP1/Numb negative cells without stem-like properties. In addition, breast cancer patients with NP1-positive cancer tissues show poor prognosis. Therefore, the niche factor Sema3-stimulated NP1/MICAL3/CRMP2/Numb axis appears to expand CSCs at least partly through increased frequency of MICAL3-mediated symmetric division of CSCs.


Asunto(s)
Neoplasias de la Mama/metabolismo , División Celular , Oxigenasas de Función Mixta/metabolismo , Proteínas de Neoplasias/metabolismo , Células Madre Neoplásicas/metabolismo , Semaforina-3A/metabolismo , Transducción de Señal , Animales , Neoplasias de la Mama/genética , Neoplasias de la Mama/patología , Técnicas de Silenciamiento del Gen , Humanos , Ratones , Oxigenasas de Función Mixta/genética , Proteínas de Neoplasias/genética , Células Madre Neoplásicas/patología , Semaforina-3A/genética , Esferoides Celulares/metabolismo , Esferoides Celulares/patología
15.
Int J Mol Sci ; 22(14)2021 Jul 14.
Artículo en Inglés | MEDLINE | ID: mdl-34299168

RESUMEN

The recent advances in deciphering the human genome allow us to understand and evaluate the mechanisms of human genome age-associated transformations, which are largely unclear. Genome sequencing techniques assure comprehensive mapping of human genetics; however, understanding of gene functional interactions, specifically of time/age-dependent modifications, remain challenging. The age of the genome is defined by the sum of individual (inherited) and acquired genomic traits, based on internal and external factors that impact ontogenesis from the moment of egg fertilization and embryonic development. The biological part of genomic age opens a new perspective for intervention. The discovery of single cell-based mechanisms for genetic change indicates the possibility of influencing aging and associated disease burden, as well as metabolism. Cell populations with transformed genetic background were shown to serve as the origin of common diseases during extended life expectancy (superaging). Consequently, age-related cell transformation leads to cancer and cell degeneration (senescence). This article aims to describe current advances in the genomic mechanisms of senescence and its role in the spatiotemporal spread of epithelial clones and cell evolution.


Asunto(s)
Envejecimiento/patología , Senescencia Celular , Células Epiteliales/patología , Genoma Humano , Neoplasias/patología , Humanos , Neoplasias/etiología , Fenotipo
16.
Int J Mol Sci ; 22(14)2021 Jul 06.
Artículo en Inglés | MEDLINE | ID: mdl-34298902

RESUMEN

One-carbon (1C) metabolism plays a key role in biological functions linked to the folate cycle. These include nucleotide synthesis; the methylation of DNA, RNA, and proteins in the methionine cycle; and transsulfuration to maintain the redox condition of cancer stem cells in the tumor microenvironment. Recent studies have indicated that small therapeutic compounds affect the mitochondrial folate cycle, epitranscriptome (RNA methylation), and reactive oxygen species reactions in cancer cells. The epitranscriptome controls cellular biochemical reactions, but is also a platform for cell-to-cell interaction and cell transformation. We present an update of recent advances in the study of 1C metabolism related to cancer and demonstrate the areas where further research is needed. We also discuss approaches to therapeutic drug discovery using animal models and propose further steps toward developing precision cancer medicine.


Asunto(s)
Carbono/metabolismo , Neoplasias Gastrointestinales/metabolismo , Animales , Transformación Celular Neoplásica/metabolismo , Ácido Fólico/metabolismo , Humanos , Metilación , Mitocondrias/metabolismo , ARN/metabolismo , Especies Reactivas de Oxígeno/metabolismo
18.
Int J Mol Sci ; 21(8)2020 Apr 18.
Artículo en Inglés | MEDLINE | ID: mdl-32325767

RESUMEN

Since the infectious disease caused by severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2) was reported in China during December 2019, the coronavirus disease 2019 (COVID-19) has spread on a global scale, causing the World Health Organization (WHO) to issue a warning. While novel vaccines and drugs that target SARS-CoV-2 are under development, this review provides information on therapeutics which are under clinical trials or are proposed to antagonize SARS-CoV-2. Based on the information gained from the responses to other RNA coronaviruses, including the strains that cause severe acute respiratory syndrome (SARS)-coronaviruses and Middle East respiratory syndrome (MERS), drug repurposing might be a viable strategy. Since several antiviral therapies can inhibit viral replication cycles or relieve symptoms, mechanisms unique to RNA viruses will be important for the clinical development of antivirals against SARS-CoV-2. Given that several currently marketed drugs may be efficient therapeutic agents for severe COVID-19 cases, they may be beneficial for future viral pandemics and other infections caused by RNA viruses when standard treatments are unavailable.


Asunto(s)
Antivirales , Betacoronavirus , Infecciones por Coronavirus/tratamiento farmacológico , Neumonía Viral/tratamiento farmacológico , Antivirales/química , Antivirales/uso terapéutico , COVID-19 , China , Descubrimiento de Drogas , Humanos , Pandemias , SARS-CoV-2 , Tratamiento Farmacológico de COVID-19
19.
Int J Mol Sci ; 21(9)2020 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-32365822

RESUMEN

It is known that single or isolated tumor cells enter cancer patients' circulatory systems. These circulating tumor cells (CTCs) are thought to be an effective tool for diagnosing cancer malignancy. However, handling CTC samples and evaluating CTC sequence analysis results are challenging. Recently, the convolutional neural network (CNN) model, a type of deep learning model, has been increasingly adopted for medical image analyses. However, it is controversial whether cell characteristics can be identified at the single-cell level by using machine learning methods. This study intends to verify whether an AI system could classify the sensitivity of anticancer drugs, based on cell morphology during culture. We constructed a CNN based on the VGG16 model that could predict the efficiency of antitumor drugs at the single-cell level. The machine learning revealed that our model could identify the effects of antitumor drugs with ~0.80 accuracies. Our results show that, in the future, realizing precision medicine to identify effective antitumor drugs for individual patients may be possible by extracting CTCs from blood and performing classification by using an AI system.


Asunto(s)
Aprendizaje Profundo , Resistencia a Antineoplásicos , Redes Neurales de la Computación , Antineoplásicos/farmacología , Antineoplásicos/uso terapéutico , Línea Celular Tumoral , Células Cultivadas , Humanos , Aprendizaje Automático , Neoplasias/tratamiento farmacológico , Neoplasias/genética , Neoplasias/metabolismo , Neoplasias/patología , Medicina de Precisión/métodos , Análisis de la Célula Individual
20.
Cancer Sci ; 110(8): 2318-2327, 2019 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-31187550

RESUMEN

Precision medicine places significant emphasis on techniques for the identification of DNA mutations and gene expression by deep sequencing of gene panels to obtain medical data. However, other diverse information that is not easily readable using bioinformatics, including RNA modifications, has emerged as a novel diagnostic and innovative therapy owing to its multifunctional aspects. It is suggested that this breakthrough innovation might open new avenues for the elucidation of uncharacterized cancer cellular functions to develop more precise medical applications. The functional characteristics and regulatory mechanisms of RNA modifications, ie, the epitranscriptome (ETR), which reflects RNA metabolism, remains unclear, mainly due to detection methods being limited. Recent studies have revealed that N6-methyl adenosine, the most common modification in mRNA in eukaryotes, is affected in various types of cancer and, in some cases, cancer stem cells, but also affects cellular responses to viral infections. The ETR can control cancer cell fate through mRNA splicing, stability, nuclear export, and translation. Here we report on the recent progress of ETR detection methods, and biological findings regarding the significance of ETR in cancer precision medicine.


Asunto(s)
Neoplasias/genética , Transcriptoma/genética , Adenosina/análogos & derivados , Adenosina/genética , Animales , Eucariontes/genética , Humanos , Medicina de Precisión/métodos , ARN Mensajero/genética
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