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1.
Mol Cell ; 82(6): 1225-1238.e6, 2022 03 17.
Artículo en Inglés | MEDLINE | ID: mdl-35196517

RESUMEN

The long-range interactions of cis-regulatory elements (cREs) play a central role in gene regulation. cREs can be characterized as accessible chromatin sequences. However, it remains technically challenging to comprehensively identify their spatial interactions. Here, we report a new method HiCAR (Hi-C on accessible regulatory DNA), which utilizes Tn5 transposase and chromatin proximity ligation, for the analysis of open-chromatin-anchored interactions with low-input cells. By applying HiCAR in human embryonic stem cells and lymphoblastoid cells, we demonstrate that HiCAR identifies high-resolution chromatin contacts with an efficiency comparable with that of in situ Hi-C over all distance ranges. Interestingly, we found that the "poised" gene promoters exhibit silencer-like function to repress the expression of distal genes via promoter-promoter interactions. Lastly, we applied HiCAR to 30,000 primary human muscle stem cells and demonstrated that HiCAR is capable of analyzing chromatin accessibility and looping using low-input primary cells and clinical samples.


Asunto(s)
Cromatina , Secuencias Reguladoras de Ácidos Nucleicos , Cromatina/genética , ADN , Regulación de la Expresión Génica , Humanos , Regiones Promotoras Genéticas
2.
Nature ; 623(7987): 633-642, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37938770

RESUMEN

Trimethylation of histone H3 lysine 9 (H3K9me3) is crucial for the regulation of gene repression and heterochromatin formation, cell-fate determination and organismal development1. H3K9me3 also provides an essential mechanism for silencing transposable elements1-4. However, previous studies have shown that canonical H3K9me3 readers (for example, HP1 (refs. 5-9) and MPP8 (refs. 10-12)) have limited roles in silencing endogenous retroviruses (ERVs), one of the main transposable element classes in the mammalian genome13. Here we report that trinucleotide-repeat-containing 18 (TNRC18), a poorly understood chromatin regulator, recognizes H3K9me3 to mediate the silencing of ERV class I (ERV1) elements such as LTR12 (ref. 14). Biochemical, biophysical and structural studies identified the carboxy-terminal bromo-adjacent homology (BAH) domain of TNRC18 (TNRC18(BAH)) as an H3K9me3-specific reader. Moreover, the amino-terminal segment of TNRC18 is a platform for the direct recruitment of co-repressors such as HDAC-Sin3-NCoR complexes, thus enforcing optimal repression of the H3K9me3-demarcated ERVs. Point mutagenesis that disrupts the TNRC18(BAH)-mediated H3K9me3 engagement caused neonatal death in mice and, in multiple mammalian cell models, led to derepressed expression of ERVs, which affected the landscape of cis-regulatory elements and, therefore, gene-expression programmes. Collectively, we describe a new H3K9me3-sensing and regulatory pathway that operates to epigenetically silence evolutionarily young ERVs and exert substantial effects on host genome integrity, transcriptomic regulation, immunity and development.


Asunto(s)
Retrovirus Endógenos , Silenciador del Gen , Histonas , Péptidos y Proteínas de Señalización Intracelular , Lisina , Retroelementos , Animales , Humanos , Ratones , Cromatina/genética , Cromatina/metabolismo , Proteínas Co-Represoras/metabolismo , Retrovirus Endógenos/genética , Epigénesis Genética , Perfilación de la Expresión Génica , Genoma/genética , Histona Desacetilasas/metabolismo , Histonas/metabolismo , Péptidos y Proteínas de Señalización Intracelular/química , Péptidos y Proteínas de Señalización Intracelular/genética , Péptidos y Proteínas de Señalización Intracelular/metabolismo , Lisina/metabolismo , Metilación , Dominios Proteicos , Retroelementos/genética , Secuencias Repetidas Terminales/genética , Animales Recién Nacidos , Línea Celular
3.
Development ; 149(23)2022 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-36504079

RESUMEN

There are fundamental differences in how neonatal and adult intestines absorb nutrients. In adults, macromolecules are broken down into simpler molecular components in the lumen of the small intestine, then absorbed. In contrast, neonates are thought to rely on internalization of whole macromolecules and subsequent degradation in the lysosome. Here, we identify the Maf family transcription factors MAFB and c-MAF as markers of terminally differentiated intestinal enterocytes throughout life. The expression of these factors is regulated by HNF4α and HNF4γ, master regulators of enterocyte cell fate. Loss of Maf factors results in a neonatal-specific failure to thrive and loss of macromolecular nutrient uptake. RNA-Seq and CUT&RUN analyses defined an endo-lysosomal program as being downstream of these transcription factors. We demonstrate major transcriptional changes in metabolic pathways, including fatty acid oxidation and increases in peroxisome number, in response to loss of Maf proteins. Finally, we show that loss of BLIMP1, a repressor of adult enterocyte genes, shows highly overlapping changes in gene expression and similar defects in macromolecular uptake. This work defines transcriptional regulators that are necessary for nutrient uptake in neonatal enterocytes.


Asunto(s)
Factores de Transcripción Maf , Nutrientes , Ratones , Animales , Transporte Biológico , Diferenciación Celular , Factores de Transcripción/genética , Proteínas Proto-Oncogénicas c-maf
4.
Proc Natl Acad Sci U S A ; 114(19): E3796-E3805, 2017 05 09.
Artículo en Inglés | MEDLINE | ID: mdl-28439030

RESUMEN

Epithelial barrier disruption is a major cause of inflammatory bowel disease (IBD); however, the mechanism through which epigenetic regulation modulates intestinal epithelial integrity remains largely undefined. Here we show that EZH2, the catalytic subunit of polycomb repressive complex (PRC2), is indispensable for maintaining epithelial cell barrier integrity and homeostasis under inflammatory conditions. In accordance with reduced EZH2 expression in patients, the inactivation of EZH2 in IECs sensitizes mice to DSS- and TNBS-induced experimental colitis. Conversely, EZH2 overexpression in the intestinal epithelium renders mice more resistant to colitis. Mechanistically, the genes encoding TRAF2/5 are held in a finely tuned bivalent status under inflammatory conditions. EZH2 deficiency potentiates the expression of these genes to enhance TNFα-induced NF-κB signaling, thereby leading to uncontrolled inflammation. More importantly, we show that EZH2 depletion compromises the protective role of NF-κB signaling in cell survival by directly up-regulating ITCH, a well-known E3 ligase that degrades the c-FLIP protein. Thus, our findings highlight an epigenetic mechanism by which EZH2 integrates the multifaceted effects of TNFα signaling to promote the inflammatory response and apoptosis in colitis.


Asunto(s)
Apoptosis , Colitis/metabolismo , Proteína Potenciadora del Homólogo Zeste 2/metabolismo , Epigénesis Genética , Mucosa Intestinal/metabolismo , Transducción de Señal , Factor de Necrosis Tumoral alfa/metabolismo , Animales , Proteína Reguladora de Apoptosis Similar a CASP8 y FADD/genética , Proteína Reguladora de Apoptosis Similar a CASP8 y FADD/metabolismo , Colitis/inducido químicamente , Colitis/genética , Colitis/patología , Sulfato de Dextran/toxicidad , Proteína Potenciadora del Homólogo Zeste 2/genética , Humanos , Inflamación/inducido químicamente , Inflamación/genética , Inflamación/metabolismo , Inflamación/patología , Mucosa Intestinal/patología , Ratones , Ratones Noqueados , FN-kappa B/genética , Proteínas Represoras/genética , Proteínas Represoras/metabolismo , Factor 2 Asociado a Receptor de TNF/genética , Factor 2 Asociado a Receptor de TNF/metabolismo , Factor 5 Asociado a Receptor de TNF/genética , Factor 5 Asociado a Receptor de TNF/metabolismo , Factor de Necrosis Tumoral alfa/genética , Ubiquitina-Proteína Ligasas/genética , Ubiquitina-Proteína Ligasas/metabolismo
5.
Artículo en Inglés | MEDLINE | ID: mdl-38963643

RESUMEN

BACKGROUND: The current understanding of the prognostic significance of B cells and their role in the tumor microenvironment (TME) in esophageal carcinoma (ESCA) is limited. METHODS: We conducted a screening for B-cell-related genes through the analysis of single-cell transcriptome data. Subsequently, we developed a B-cell-related gene signature (BRGrisk) using LASSO regression analysis. Patients from The Cancer Genome Atlas cohort were divided into a training cohort and a test cohort. Patients were categorized into high- and low-risk groups based on their median BRGrisk scores. The overall survival was assessed using the Kaplan-Meier method, and a nomogram based on BRGrisk was constructed. Immune infiltration profiles between the risk groups were also compared. RESULTS: The BRGrisk prognostic model indicated significantly worse outcomes for patients with high BRGrisk scores (p < 0.001). The BRGrisk-based nomogram exhibited good prognostic performance. Analysis of immune infiltration revealed that patients in the high-BRGrisk group had notably higher levels of immune cell infiltration and were more likely to be in an immunoresponsive state. Enrichment analysis showed a strong correlation between the prognostic gene signature and cancer-related pathways. IC50 results indicated that patients in the low-BRGrisk group were more responsive to common drugs compared to those in the high-BRGrisk group. CONCLUSIONS: This study presents a novel BRGrisk that can be used to stratify the prognosis of ESCA patients and may offer guidance for personalized treatment strategies aimed at improving prognosis.

6.
PLoS One ; 19(6): e0300632, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38917144

RESUMEN

OBJECTIVES: Lu's approach for video-assisted thoracoscopic surgery (LVATS), which derives from UVATS, is a novel surgical approach for VATS and carries out micro-innovation for lung cancer resection. The objective of this study is to elucidate the safety, feasibility, and efficacy of this novel surgical approach. METHODS: The clinical data of patients with non-small cell lung cancer (NSCLC) who underwent a curative thoracoscopic lobectomy between Mar. 2021 and Mar. 2022, were retrospectively collected, and analyzed. According to whether applied Lu's approach during the VATS operation, patients were divided into the LVATS group and the UVATS group. The propensity score (PS) matching method was used to reduce selection bias by creating two groups. After generating the PSs, 1:1 ratio and nearest-neighbor score matching was completed. Perioperative variables, including the operation time, intraoperative blood loss, lymph node stations dissected, total drainage volume, drainage duration, postoperative hospital stay, pain score (VAS, Visual Analogue Scale) on the postoperative first day (POD1) and third day (POD3), and incidence of postoperative complications, were compared between the two groups. The data were analyzed statistically with P<0.05 defined as statistically significant. RESULTS: A total of 182 patients were identified, among whom 86 patients underwent LVATS and 96 UVATS. Propensity matching produced 62 pairs in this retrospective study. There were no deaths during perioperative period. Patients in the LVATS group experienced a shorter operation time (88 (75, 106) VS 122 (97, 144)min, P <0.001), less intraoperative blood loss(20 (20, 30) VS 25 (20, 50)ml, P = 0.021), shorten incision length (2.50 (2.50, 2.50) VS 3.00 (3.00, 3.50)cm, P <0.001), and more drainage volume (460 (310, 660) VS 345 (225, 600)ml, P = 0.041) than patients in the UVATS group. There was not significant difference in the lymph node stations dissected(5 (4, 5) VS 5 (4, 5), P = 0.436), drainage duration (3 (3, 4) VS 3 (3, 4)days, P = 0.743), length of postoperative hospital stay (4 (4, 5) VS 4 (4, 6)days, P = 0.608), VAS on the POD1(4 (4, 4) VS 4 (4, 4), P = 0.058)and POD3 (3 (3, 4) VS 4 (3, 4), P = 0.219), and incidence of postoperative complications (P = 0.521) between the two groups. CONCLUSIONS: Lu's approach is a safe and feasible approach for video-assisted thoracoscopic surgery for the lobectomy of NSCLC. This approach can shorten surgical time, reduce incision length and intraoperative blood loss.


Asunto(s)
Carcinoma de Pulmón de Células no Pequeñas , Neoplasias Pulmonares , Complicaciones Posoperatorias , Cirugía Torácica Asistida por Video , Humanos , Cirugía Torácica Asistida por Video/métodos , Masculino , Femenino , Persona de Mediana Edad , Neoplasias Pulmonares/cirugía , Estudios Retrospectivos , Carcinoma de Pulmón de Células no Pequeñas/cirugía , Carcinoma de Pulmón de Células no Pequeñas/patología , Anciano , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Tempo Operativo , Tiempo de Internación , Neumonectomía/métodos , Puntaje de Propensión , Resultado del Tratamiento
7.
Lung Cancer (Auckl) ; 15: 9-17, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38328758

RESUMEN

Purpose: Lu's approach for video-assisted thoracoscopic surgery (LVATS), which derives from Uniportal Video-Assisted Thoracoscopic Surgery(UVATS), is a novel surgical approach for VATS and carries out micro-innovation for lung cancer resection. The objective of this study is to elucidate the safety, feasibility, and efficacy of this novel surgical approach. Patients and Methods: The clinical data of patients with non-small cell lung cancer (NSCLC) who underwent a curative thoracoscopic lobectomy between Mar. 2021 and Mar. 2022, were retrospectively collected and analyzed. Patients were divided into the LVATS group and the UVATS group. Propensity score matching (PSM) was used to reduce selection bias and create two comparable groups. Perioperative variables were compared, and a p-value < 0.05 was deemed statistically significant. Results: A total of 182 patients were identified, among whom 86 patients underwent LVATS and 96 UVATS. Propensity matching produced 62 pairs in this retrospective study. There were no deaths during perioperative period. Patients in the LVATS group experienced a shorter operation time (88 (75, 106) VS 122 (97, 144) min, P <0.001), less intraoperative blood loss (20 (20, 30) VS 25 (20, 50) mL, P = 0.021), shorten incision length (2.50 (2.50, 2.50) VS 3.00 (3.00, 3.50) cm, P <0.001), and more drainage volume (460 (310, 660) VS 345 (225, 600) mL, P = 0.041) than patients in the UVATS group. There was not significant difference in the lymph node stations dissected (5 (4, 5) VS 5 (4, 5), P = 0.436), drainage duration (3 (3, 4) VS 3 (3, 4) days, P =0.743), length of postoperative hospital stay (4 (4, 5) VS 4 (4, 6) days, P = 0.608), VAS on the POD1 (4 (4, 4) VS 4 (4, 4), P=0.058) and POD3 (3 (3, 4) VS 4 (3, 4), P=0.219), and incidence of postoperative complications (P=0.521) between the two groups. Conclusion: Lu's approach for video-assisted thoracoscopic lobectomy is safe and feasible, potentially reducing surgery time, incision length, and intraoperative blood loss.

8.
Bioresour Technol ; 371: 128624, 2023 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-36642203

RESUMEN

The effects of glucose, fructose, sucrose and molasses on organic acid levels, protein degradation, nutrient preservation and bacteriome were studied during the anaerobic fermentation of Chinese cabbage waste. The results showed that fructose and molasses additions caused a significant (p < 0.05) increase in lactic acid production (82.16-89.79 %), acetic acid production (175.41-196.93 %), ammonia nitrogen formation (15.93-37.43 %) and reduction of neutral detergent fiber level (8.17-15.87 %). However, few positive effects of glucose and sucrose additions were found on organic acid production. Furthermore, carbon source additions enriched (p < 0.05) the acid-producing bacteria, such as Lactobacillus paralimentarius and Lactobacillus heilongjiangensis, upregulated (p < 0.05) the pathways of carbohydrate and lipid metabolisms and reduced (p < 0.05) the abundances of Lactobacillus buchneri and Escherichia coli and bacteria that were mobile elements-contained and stress-tolerant. Collectively, fructose and molasses additions enhanced the recycling of Chinese cabbage waste by anaerobic fermentation, in which the desired products are organic acids.


Asunto(s)
Brassica , Microbiota , Fermentación , Anaerobiosis , Carbono , Carbohidratos , Glucosa/metabolismo , Sacarosa/metabolismo , Ácido Acético , Fructosa , Brassica/metabolismo
9.
Nat Genet ; 55(8): 1324-1335, 2023 08.
Artículo en Inglés | MEDLINE | ID: mdl-37474847

RESUMEN

Transposable elements (TEs) are parasitic DNA sequences accounting for over half of the human genome. Tight control of the repression and activation states of TEs is critical for genome integrity, development, immunity and diseases, including cancer. However, precisely how this regulation is achieved remains unclear. Here we develop a targeted proteomic proximity labeling approach to capture TE-associated proteins in human embryonic stem cells (hESCs). We find that the RNA N6-methyladenosine (m6A) reader, YTHDC2, occupies genomic loci of the primate-specific TE, LTR7/HERV-H, specifically through its interaction with m6A-modified HERV-H RNAs. Unexpectedly, YTHDC2 recruits the DNA 5-methylcytosine (5mC)-demethylase, TET1, to remove 5mC from LTR7/HERV-H and prevent epigenetic silencing. Functionally, the YTHDC2/LTR7 axis inhibits neural differentiation of hESCs. Our results reveal both an underappreciated crosstalk between RNA m6A and DNA 5mC, the most abundant regulatory modifications of RNA and DNA in eukaryotes, and the fact that in hESCs this interplay controls TE activity and cell fate.


Asunto(s)
Elementos Transponibles de ADN , Células Madre Pluripotentes , Animales , Humanos , Diferenciación Celular/genética , Cromatina , Metilación de ADN/genética , Elementos Transponibles de ADN/genética , Oxigenasas de Función Mixta/genética , Células Madre Pluripotentes/metabolismo , Primates/genética , Proteómica , Proteínas Proto-Oncogénicas/genética , ARN Interferente Pequeño/genética
10.
Nat Commun ; 10(1): 4614, 2019 10 10.
Artículo en Inglés | MEDLINE | ID: mdl-31601814

RESUMEN

Autophagy is a central component of integrated stress responses that influences many inflammatory diseases, including inflammatory bowel disease (IBD) and colorectal cancer (CRC). While the core machinery is known, the molecular basis of the epigenetic regulation of autophagy and its role in colon inflammation remain largely undefined. Here, we report that BRG1, an ATPase subunit of the SWI/SNF chromatin remodeling complex, is required for the homeostatic maintenance of intestinal epithelial cells (IECs) to prevent the inflammation and tumorigenesis. BRG1 emerges as a key regulator that directly governs the transcription of Atg16l1, Ambra1, Atg7 and Wipi2, which are important for autophagosome biogenesis. Defective autophagy in BRG1-deficient IECs results in excess reactive oxygen species (ROS), which leads to the defects in barrier integrity. Together, our results establish that BRG1 may represent an autophagy checkpoint that is pathogenetically linked to colitis and is therefore likely a potential therapeutic target for disease intervention.


Asunto(s)
Autofagia/fisiología , Colitis/etiología , Neoplasias Colorrectales/etiología , ADN Helicasas/genética , Enfermedades Inflamatorias del Intestino/genética , Proteínas Nucleares/genética , Factores de Transcripción/genética , Animales , Estudios de Casos y Controles , Colitis/complicaciones , Colitis/patología , Neoplasias Colorrectales/genética , ADN Helicasas/metabolismo , Células Epiteliales/metabolismo , Células Epiteliales/patología , Regulación de la Expresión Génica , Humanos , Enfermedades Inflamatorias del Intestino/patología , Ratones Noqueados , Proteínas Nucleares/metabolismo , Estrés Oxidativo/fisiología , Especies Reactivas de Oxígeno/metabolismo , Factores de Transcripción/metabolismo
11.
J Clin Invest ; 127(4): 1284-1302, 2017 Apr 03.
Artículo en Inglés | MEDLINE | ID: mdl-28319045

RESUMEN

Loss of phosphatase and tensin homolog (PTEN) and activation of the PI3K/AKT signaling pathway are hallmarks of prostate cancer (PCa). However, these alterations alone are insufficient for cells to acquire metastatic traits. Here, we have shown that the histone dimethyl transferase WHSC1 critically drives indolent PTEN-null tumors to become metastatic PCa. In a PTEN-null murine PCa model, WHSC1 overexpression in prostate epithelium cooperated with Pten deletion to produce a metastasis-prone tumor. Conversely, genetic ablation of Whsc1 prevented tumor progression in PTEN-null mice. Molecular characterization revealed that increased AKT activity due to PTEN loss directly phosphorylates WHSC1 at S172, preventing WHSC1 degradation by CRL4Cdt2 E3 ligase. Increased WHSC1 expression transcriptionally upregulates expression of RICTOR, a pivotal component of mTOR complex 2 (mTORC2), to further enhance AKT activity. Therefore, the AKT/WHSC1/mTORC2 signaling cascade represents a vicious feedback loop that elicits unrestrained AKT signaling. Furthermore, we determined that WHSC1 positively regulates Rac1 transcription to increase tumor cell motility. The biological importance of a WHSC1-mediated signaling cascade is substantiated by patient sample analysis in which WHSC1 signaling is tightly correlated with disease progression and recurrence. Taken together, our findings highlight a pivotal link between an epigenetic regulator, WHSC1, and key intracellular signaling molecules, AKT, RICTOR, and Rac1, to drive PCa metastasis.


Asunto(s)
Movimiento Celular , N-Metiltransferasa de Histona-Lisina/metabolismo , Neoplasias de la Próstata/metabolismo , Proteínas Proto-Oncogénicas c-akt/metabolismo , Transducción de Señal , Animales , Proteínas Portadoras/biosíntesis , Proteínas Portadoras/genética , Estabilidad de Enzimas/genética , Epigénesis Genética , Regulación Neoplásica de la Expresión Génica , N-Metiltransferasa de Histona-Lisina/genética , Masculino , Diana Mecanicista del Complejo 2 de la Rapamicina , Ratones , Ratones Transgénicos , Complejos Multiproteicos/genética , Complejos Multiproteicos/metabolismo , Metástasis de la Neoplasia , Neuropéptidos/genética , Neuropéptidos/metabolismo , Fosfohidrolasa PTEN/genética , Fosfohidrolasa PTEN/metabolismo , Fosfatidilinositol 3-Quinasas/genética , Fosfatidilinositol 3-Quinasas/metabolismo , Fosforilación/genética , Neoplasias de la Próstata/genética , Neoplasias de la Próstata/patología , Proteínas Proto-Oncogénicas c-akt/genética , Proteína Asociada al mTOR Insensible a la Rapamicina , Serina-Treonina Quinasas TOR/genética , Serina-Treonina Quinasas TOR/metabolismo , Transcripción Genética , Proteína de Unión al GTP rac1/genética , Proteína de Unión al GTP rac1/metabolismo
12.
PLoS One ; 10(3): e0118558, 2015.
Artículo en Inglés | MEDLINE | ID: mdl-25790114

RESUMEN

American ginseng (Panax quinquefolius L.) is an important herb that is cultivated in China, North American, and South Korea. It is propagated from seed, but the seed has deep dormancy characteristics described as morphophysiological dormancy. Two-stage temperature stratification, a warm (15-20°C) and cold (2°C) stratification period of 6 months, has been used successfully for seed dormancy release. However, little is known about the molecular mechanisms of seed dormancy release in the stratification process. In this study, seed development after pollination and seed development in the dormancy release process were investigated in American ginseng. The transcriptome during seed dormancy release was analyzed using RNA-Seq technology and 78,207 unigenes (mean length 531 bp) were generated. Based on similarity searches of public databases, 54,292 of the unigenes (69.4%) were functionally annotated. Further, three digital gene expression (DGE) libraries were sequenced and differences in gene expression at three stages during seed cold stratification were examined. The greatest number of differentially expressed genes occurred in the 90DCS versus 180DCS libraries, while the lowest number of differentially expressed genes occurred in the 135DCS verus 180DCS libraries. GO enrichment analysis revealed that 59, 29, and 39 GO terms were significantly enriched in the biological process, molecular function, and cell component GO categories, respectively. There were 25,190 genes with KEGG pathway annotation in the three DGE libraries and their enrichment pathways were compared. The gene expressions of 30 selected unigenes were validated using quantitative PCR. This study is the first to provide the transcriptome sequences for seed dormancy release in American ginseng, and demonstrates the successful use of DGE profiling data for analyzing transcriptomic variation during dormancy release. These data provide a basis for future researches of seed dormancy in morphophysiological dormancy seeds in non-model plants.


Asunto(s)
Panax/genética , Latencia en las Plantas/genética , Semillas/crecimiento & desarrollo , Semillas/genética , Transcriptoma/genética , Secuencia de Bases , Biología Computacional , Perfilación de la Expresión Génica , Genes de Plantas/genética , Anotación de Secuencia Molecular , Datos de Secuencia Molecular , Panax/metabolismo , Semillas/metabolismo , Análisis de Secuencia de ARN , Homología de Secuencia
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