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The rumen undergoes developmental changes during maturation. To characterize this understudied dynamic process, we profiled single-cell transcriptomes of about 308,000 cells from the rumen tissues of sheep and goats at 17 time points. We built comprehensive transcriptome and metagenome atlases from early embryonic to rumination stages, and recapitulated histomorphometric and transcriptional features of the rumen, revealing key transitional signatures associated with the development of ruminal cells, microbiota, and core transcriptional regulatory networks. In addition, we identified and validated potential cross-talk between host cells and microbiomes and revealed their roles in modulating the spatiotemporal expression of key genes in ruminal cells. Cross-species analyses revealed convergent developmental patterns of cellular heterogeneity, gene expression, and cell-cell and microbiome-cell interactions. Finally, we uncovered how the interactions can act upon the symbiotic rumen system to modify the processes of fermentation, fiber digestion, and immune defense. These results significantly enhance understanding of the genetic basis of the unique roles of rumen.
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Metagenoma , Microbiota , Ovinos/genética , Animales , Transcriptoma , Rumen , Rumiantes/genéticaRESUMEN
Previous studies reveal extensive genetic introgression between Ovis species, which affects genetic adaptation and morphological traits. However, the exact evolutionary scenarios underlying the hybridization between sheep and allopatric wild relatives remain unknown. To address this problem, we here integrate the reference genomes of several ovine and caprine species: domestic sheep, argali, bighorn sheep, snow sheep, and domestic goats. Additionally, we use 856 whole genomes representing 169 domestic sheep populations and their 6 wild relatives: Asiatic mouflon, urial, argali, snow sheep, thinhorn sheep and bighorn sheep. We implement a comprehensive set of analyses to test introgression among these species. We infer that the argali lineage originated ca. 3.08-3.35 Mya and hybridized with the ancestor of Pachyceriforms (e.g., bighorn sheep and snow sheep) at â¼1.56 Mya. Previous studies show apparent introgression from North American Pachyceriforms into the Bashibai sheep, a Chinese native sheep breed, despite their wide geographic separation. We show here that, in fact, the apparent introgression from the Pachyceriforms into Bashibai can be explained by the old introgression from Pachyceriforms into argali, and subsequent recent introgression from argali into Bashibai. Our results illustrate the challenges of estimating complex introgression histories and provide an example of how indirect and direct introgression can be distinguished.
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Understanding the genetic mechanisms of phenotypic variation in hybrids between domestic animals and their wild relatives may aid germplasm innovation. Here, we report the high-quality genome assemblies of a male Pamir argali (O ammon polii, 2n = 56), a female Tibetan sheep (O aries, 2n = 54), and a male hybrid of Pamir argali and domestic sheep, and the high-throughput sequencing of 425 ovine animals, including the hybrids of argali and domestic sheep. We detected genomic synteny between Chromosome 2 of sheep and two acrocentric chromosomes of argali. We revealed consistent satellite repeats around the chromosome breakpoints, which could have resulted in chromosome fusion. We observed many more hybrids with karyotype 2n = 54 than with 2n = 55, which could be explained by the selfish centromeres, the possible decreased rate of normal/balanced sperm, and the increased incidence of early pregnancy loss in the aneuploid ewes or rams. We identified genes and variants associated with important morphological and production traits (e.g., body weight, cannon circumference, hip height, and tail length) that show significant variations. We revealed a strong selective signature at the mutation (c.334C > A, p.G112W) in TBXT and confirmed its association with tail length among sheep populations of wide geographic and genetic origins. We produced an intercross population of 110 F2 offspring with varied number of vertebrae and validated the causal mutation by whole-genome association analysis. We verified its function using CRISPR-Cas9 genome editing. Our results provide insights into chromosomal speciation and phenotypic evolution and a foundation of genetic variants for the breeding of sheep and other animals.
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Oxaliplatin resistance poses a significant challenge in colorectal cancer (CRC) therapy, necessitating further investigation into the underlying molecular mechanisms. This study aimed to elucidate the regulatory role of SNHG4 in oxaliplatin resistance and ferroptosis in CRC. Our findings revealed that treatment with oxaliplatin led to downregulation of SNHG4 expression in CRC cells, while resistant CRC cells exhibited higher levels of SNHG4 compared to parental cells. Silencing SNHG4 attenuated oxaliplatin resistance and reduced the expression of resistance-related proteins MRD1 and MPR1. Furthermore, induction of ferroptosis effectively diminished oxaliplatin resistance in both parental and resistant CRC cells. Notably, ferroptosis induction resulted in decreased SNHG4 expression, whereas SNHG4 overexpression suppressed ferroptosis. Through FISH, RIP, and RNA pull-down assays, we identified the cytoplasmic localization of both SNHG4 and PTEN, establishing that SNHG4 directly targets PTEN, thereby reducing mRNA stability in CRC cells. Silencing PTEN abrogated the impact of SNHG4 on oxaliplatin resistance and ferroptosis in CRC cells. In vivo experiments further validated the influence of SNHG4 on oxaliplatin resistance and ferroptosis in CRC cells through PTEN regulation. In conclusion, SNHG4 promotes resistance to oxaliplatin in CRC cells by suppressing ferroptosis through instability of PTEN, thus serves as a target for patients with oxaliplatin-base chemoresistance.
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Neoplasias Colorrectales , Resistencia a Antineoplásicos , Ferroptosis , Oxaliplatino , Fosfohidrolasa PTEN , Animales , Humanos , Ratones , Antineoplásicos/farmacología , Línea Celular Tumoral , Neoplasias Colorrectales/genética , Neoplasias Colorrectales/tratamiento farmacológico , Neoplasias Colorrectales/patología , Neoplasias Colorrectales/metabolismo , Resistencia a Antineoplásicos/genética , Resistencia a Antineoplásicos/efectos de los fármacos , Ferroptosis/efectos de los fármacos , Ferroptosis/genética , Regulación Neoplásica de la Expresión Génica/efectos de los fármacos , Ratones Desnudos , Oxaliplatino/farmacología , Fosfohidrolasa PTEN/metabolismo , Fosfohidrolasa PTEN/genética , ARN Largo no Codificante/genética , ARN Largo no Codificante/metabolismo , Ensayos Antitumor por Modelo de Xenoinjerto , MasculinoRESUMEN
Pyroptosis-based immunotherapy can escape drug resistance as well as inhibit metastasis. It is urgently required to develop a delivery platform to induce targeted tumor-specific pyroptosis for cancer immunotherapy. Herein, macrophages-based biohybrid microrobots (IDN@MC) are constructed with IR-macrophage and decitabine-loaded Metal-organic frameworks (DZNPs). The integration of fluorescence photosensitizers and pH-sensitive DZNPs endow the microrobots properties such as photothermal conversion, fluorescent navigation, targeted drug delivery, and controlled drug release. In light of the inherent tumor targeting, tumor accumulation of IDN@MC is facilitated. Due to the sustained release of decitabine from packaged DZNPs, the host macrophages are differentiated into M1 phenotypes to exert the tumor phagocytosis at the tumor site, directly transporting the therapeutic agents into cancer cells. With laser control, the rapid and durable caspase 3-cleaved gasdermin E (GSDME)-related tumor pyroptosis is achieved with combined photothermal-chemotherapy, releasing inflammatory factors such as lactate dehydrogenase and interleukin-18. Subsequently, the robust and adaptive immune response is primed with dendritic cell maturation to initiate T-cell clone expansion and modulation of the immune suppressive microenvironment, thus enhancing the tumor immunotherapy to inhibit tumor proliferation and metastasis. This macrophages-based biohybrid microrobot is an efficient strategy for breast cancer treatment to trigger photo-induced pyroptosis and augment the immune response.
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Neoplasias , Piroptosis , Humanos , Decitabina , Inmunoterapia , Macrófagos , Línea Celular Tumoral , Microambiente TumoralRESUMEN
Context: Due to the different effects of various drugs and the lack of authoritative and unified guidelines in clinical practice, the choice of therapeutic drugs for pulmonary tuberculosis (TB) remains controversial. Rifampicin, levofloxacin, and isoniazid are all anti-TB drugs. However, no comparative studies of the treatment effects of rifampicin + levofloxacin and rifampicin + isoniazid have occurred. Objective: The study intended to analyze the therapeutic effects of rifampicin + levofloxacin compared to rifampicin + isoniazid in the treatment of pulmonary TB to provide a clinical reference, which could provide new references for future clinical treatment of the disease. Design: The research team conducted a prospective controlled study. Setting: The study took place at Zibo Zhoucun District People's Hospital in Zibo, China. Participants: Participants were 100 patients with pulmonary TB admitted to the hospital between March 2021 and December 2022. Interventions: The research team assigned participants to one of two groups: (1) the intervention group, with 56 participants who received rifampicin + levofloxacin therapy, and (2) the control group, with 44 participants who received rifampicin + isoniazid. Outcome Measures: The research team measured: (1) clinical efficacy, (2) incidence of adverse reactions, (3) changes in inflammatory factors, (4) changes in immunoglobulins (Igs), and (5) changes in T lymphocyte subsets. Results: The intervention group's total effective rate for treatment was significantly higher than that of the control group (P = .049). However, no significant difference existed between the groups in the incidence of adverse reactions (P > .05). Postintervention, the intervention group's inflammatory factors-IL-6, TNF-α, hs-CRP, and ß-EP-were significantly lower and its immunoglobulins (Igs) G/A/M (IgG/A/M) were significantly higher than those of the control group (P < .05). In addition, the intervention group's T lymphocyte subpopulations of CD3+ and CD4+ and CD4+/CD8+ were significantly higher and CD8+ was significantly lower than those in the control group (P < .05). In other words, the intervention group had a better immune function. Conclusions: Compared with rifampicin + isoniazid, rifampicin + levofloxacin had a better clinical effect in the treatment of pulmonary TB and could effectively regulate patients' immune functions and inhibit inflammatory reactions. The current research team recommends that rifampicin + levofloxacin become the preferred treatment for pulmonary TB in the absence of a drug allergy.
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BACKGROUND: Lung cancer is a very common cancer with poor prognosis and high mortality. Circular RNAs (circRNAs) have been confirmed to be related to the occurrence of lung cancer, and circ_0008133 has been found to be possibly related to lung cancer. METHODS: Expression of circ_0008133, miR-760, and mex-3 RNA binding family member A (MEX3A) messenger RNA (mRNA) was detected using quantitative real-time polymerase chain reaction (qRT-PCR). Cell viability, colony number, migration, and invasion were assessed using cell counting kit-8 (CCK8), colony formation, wound healing, and transwell assays. Glucose consumption and lactate production were detected using commercial kits. Protein expression was measured using western blot. Dual-luciferase reporter assay and RNA pull-down assay were used to analyze the relationships between miR-760 and circ_0008133 or MEX3A. The effects of circ_0008133 knockdown on tumor growth in vivo were examined by the nude mice expriment. Immunohistochemistry (IHC) assay analyzed Ki-67 expression. RESULTS: Circ_0008133 and MEX3A were markedly boosted in lung cancer tissues and cells. Circ_0008133 knockdown decreased lung cancer cell viability, glucose consumption, lactate production, colony formation, migration, and invasion. In mechanism, circ_0008133 might positively regulate MEX3A expression by sponging miR-760. Additionally, knockdown of circ_0008133 inhibited tumor growth in vivo. CONCLUSION: Circ_0008133 accelerated the progression of lung cancer by promoting glycolysis metabolism through the miR-760/MEX3A axis.
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Neoplasias Pulmonares , MicroARNs , Animales , Ratones , Neoplasias Pulmonares/genética , Ratones Desnudos , Glucosa , Glucólisis/genética , Ácido Láctico , MicroARNs/genética , Proliferación Celular/genética , Línea Celular TumoralRESUMEN
CONTEXT: In China, HUANGQI is widely used for the treatment of Alzheimer's disease (AD). However, a comprehensive understanding of its mechanism of anti-AD effects is lacking. OBJECTIVE: To explore the active ingredients of HUANGQI and its potential targets and mechanisms of action in AD. MATERIALS AND METHODS: The active ingredients and targets of HUANGQI were screened from databases (TCSMP, ETCM, and BATMan), and AD-related genes were obtained from DrugBank and GeneCards. The same target genes were screened, and a drug-target disease network was constructed. The PPI network was constructed and GO and KEGG pathway enrichment analyses of the targets. The Cell Counting Kit-8 (CCK-8) assay was used to determine suitable HUANGQI treatment concentrations for HT-22 cells between 0-480 µg/mL. CCK-8, FITC-phalloidin and propidium iodide (PI) assays were used to examine the protective effect of (0, 60, 120, 240 µg/mL) of HUANGQI on 20 µM Aß1-42-induced HT-22 cell cytotoxicity. RESULTS: Twelve active ingredients of HUANGQI were selected, with 679 common targets associated with AD. GO and KEGG analysis revealed that the therapeutic mechanisms of HUANGQI involve TNF, AGE, the NF-κB pathway, and nuclear receptor activity-related processes. The CCK-8 assay indicated that HUANGQI was not cytotoxic to HT-22 cells at concentrations less than 240 µg/mL and was able to attenuate Aß1-42-induced cellular damage (EC50 = 83.46 µg/mL). FITC-phalloidin and PI assays suggested that HUANGQI could alleviate 20 µM Aß1-42-induced neuronal cell cytotoxicity in a dose-dependent manner. CONCLUSION: HUANGQI has a protective effect on Aß1-42-induced nerve cell injury; further mechanism research was needed.
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Enfermedad de Alzheimer , Medicamentos Herbarios Chinos , Simulación del Acoplamiento Molecular , Farmacología en Red , Enfermedad de Alzheimer/tratamiento farmacológico , Enfermedad de Alzheimer/metabolismo , Medicamentos Herbarios Chinos/farmacología , Medicamentos Herbarios Chinos/química , Animales , Ratones , Péptidos beta-Amiloides/metabolismo , Astragalus propinquus , Relación Dosis-Respuesta a Droga , Humanos , Línea Celular , Planta del Astrágalo/química , Fragmentos de Péptidos , Supervivencia Celular/efectos de los fármacos , Transducción de Señal/efectos de los fármacosRESUMEN
PURPOSE OF THE STUDY: To examine the clinical impact of screw internal fixation on the process of fracture healing and ankle alignment in individuals diagnosed with posterior malleolar (PM) fracture, specifically those with a fracture involving less than 25% of the articular surface (ASR) area. MATERIAL AND METHODS: A total of 120 patients diagnosed and treated for PM fracture, encompassing less than 25% of the distal tibial ASR area, were selected from our hospital's records spanning from September 2021 to June 2023. These people were subsequently divided into two groups, namely the control group (group A) and the observation group (group B), based on the distinct treatment methods employed, with each group consisting of 60 patients. The people in the group A were treated with posterior malleolus non internal fixation, while the patients in the group B were treated with posterior malleolus screw internal fixation. The visual analog scores, peak plantar pressure and AOFAS scores of the two groups were subjected to comparison. RESULTS: The visual analog scores in the observation group at 6 months and 12 months after operation were reduced than the group A. Three months after operation, the peak plantar pressure of the affected foot (full foot, hind foot) in the group B was reduced than that of the healthy foot; There was a lack of statistically significant variation observed in the peak plantar pressure (full foot, hind foot) between the affected foot and the healthy foot 12 months after operation in the group B, and the plantar pressure tended to be balanced. Three months after operation, the peak plantar pressure of the affected foot (full foot, hind foot) in the group A was reduced than that of the healthy foot; After a period of 12 months following the surgical procedure, no notable disparity in the maximum pressure exerted on the sole of the foot was observed between the foot that underwent the operation and the unaffected foot in the group A, but the peak plantar pressure of the whole foot was reduced than that of the healthy foot, and the plantar pressure did not tend to be balanced. At the intervals of 6 months and 12 months following the surgical procedure, AOFAS ankle hind foot score in the group B was increased than the group A. CONCLUSIONS: The utilization of screw internal fixation demonstrates favorable clinical outcomes in patients presenting with PM fracture encompassing less than 25% of the articular surface area, which is conducive to promoting fracture healing, maintaining good ankle alignment, and promoting patient rehabilitation. KEY WORDS: screw internal fixation, posterior ankle fracture, articular surface of distal tibia, fracture healing, ankle joint alignment.
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Fracturas de Tobillo , Tornillos Óseos , Fijación Interna de Fracturas , Curación de Fractura , Humanos , Fijación Interna de Fracturas/métodos , Fijación Interna de Fracturas/instrumentación , Fracturas de Tobillo/cirugía , Fracturas de Tobillo/fisiopatología , Femenino , Masculino , Adulto , Persona de Mediana Edad , Articulación del Tobillo/cirugía , Articulación del Tobillo/fisiopatología , Resultado del TratamientoRESUMEN
Domestic sheep and their wild relatives harbor substantial genetic variants that can form the backbone of molecular breeding, but their genome landscapes remain understudied. Here, we present a comprehensive genome resource for wild ovine species, landraces and improved breeds of domestic sheep, comprising high-coverage (â¼16.10×) whole genomes of 810 samples from 7 wild species and 158 diverse domestic populations. We detected, in total, â¼121.2 million single nucleotide polymorphisms, â¼61 million of which are novel. Some display significant (P < 0.001) differences in frequency between wild and domestic species, or are private to continent-wide or individual sheep populations. Retained or introgressed wild gene variants in domestic populations have contributed to local adaptation, such as the variation in the HBB associated with plateau adaptation. We identified novel and previously reported targets of selection on morphological and agronomic traits such as stature, horn, tail configuration, and wool fineness. We explored the genetic basis of wool fineness and unveiled a novel mutation (chr25: T7,068,586C) in the 3'-UTR of IRF2BP2 as plausible causal variant for fleece fiber diameter. We reconstructed prehistorical migrations from the Near Eastern domestication center to South-and-Southeast Asia and found two main waves of migrations across the Eurasian Steppe and the Iranian Plateau in the Early and Late Bronze Ages. Our findings refine our understanding of genome variation as shaped by continental migrations, introgression, adaptation, and selection of sheep.
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Genoma , Oveja Doméstica , Animales , Asia , Europa (Continente) , Variación Genética , Irán , Polimorfismo de Nucleótido Simple , Análisis de Secuencia de ADN , Ovinos/genética , Oveja Doméstica/genéticaRESUMEN
Immobilization-induced Neuromuscular Dysfunction (NMD) increases morbidity and mortality of patients in Intensive Care Units. However, the underlying mechanism of NMD remain poorly elucidated which limited the development of therapeutic method for NMD. Here we developed an immobilization rat model and tested the hypothesis that decreased expression of NRG-1, abnormal expression and distribution of nicotinic acetylcholine receptors (nAChRs) in skeletal muscle caused by immobilization can lead to NMD. To investigate the role of NRG-1/ErbB pathway on immobilization-induced NMD, exogenous recombinant human neuregulin-1 (rhNRG-1) was used to increase the expression of NRG-1 in skeletal muscle during immobilization. It was observed rhNRG-1 significantly alleviated the muscle loss and enhanced the expression of ε-nAChR, while diminished the expression of γ- and α7-nAChR and NMD. Interestingly, ErbB inhibitor PD158780 blocked the protective effects of rhNRG-1. Collectively, the results of present study suggested that rhNRG-1 attenuated immobilization-induced muscle loss and NMD, suppressed γ- and α7-nAChR production, enhanced ε-nAChR synthesis via activating NRG-1/ErbB pathway. Taken together, our findings provide novel insights into NMD contribution, suggesting that the rhNRG-1 is a promising therapy to protect against immobilization-induced myopathy.
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Enfermedades Musculares , Neurregulina-1 , Ratas , Humanos , Animales , Neurregulina-1/metabolismo , Neurregulina-1/farmacología , Transducción de SeñalRESUMEN
BACKGROUND: Reducing postoperative complications is the essential requirement of the enhanced recovery after surgery (ERAS) program. This study aimed to identify the key perioperative components affecting postoperative complications in patients undergoing colorectal surgery with ERAS. METHODS: This retrospective cohort study included all patients who underwent major colorectal surgery with ERAS program between February 2019 and June 2020, all perioperative information was retrieved from a database. Univariate and multivariate logistic regression analyses were used to identify predictors for complications within 30 days postoperatively, and a nomogram model was drawn to visualize the model. Receiver operating characteristic curve (ROC) and calibration curve were used to evaluate the model performance. RESULTS: We enrolled 649 patients and 72 patients (11.1%) had at least 1 complication within 30 days postoperatively. Multivariate analyses showed that minimally invasive surgery [odds ratio (OR) 0.323; 95% confidence interval (CI) 0.168-0.620] was associated with a decreased of the complications. However, preoperative anemia (OR 2.052; 95%CI 1.073-3.928) and old age (OR 1.927; 95%CI 1.022-3.632) were independent risk factors for complications within 30 days postoperatively. The C-index of the nomogram was 0.735 (95%CI 0.694-0.776). Calibration curve showed a relatively good agreement between predicted value and observed outcome. In the validation set, the nomogram showed an area under the ROC curve of 0.729 (95%CI 0.680-0.778). CONCLUSIONS: This study suggests that preoperative anemia, old age and minimally invasive surgery may individually influence the prognosis of patients undergoing major colorectal surgery with an enhanced recovery pathway. Trial registration Clinical Trial Registry (number: ChiCTR2000037513).
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Anemia , Cirugía Colorrectal , Procedimientos Quirúrgicos del Sistema Digestivo , Humanos , Cirugía Colorrectal/efectos adversos , Procedimientos Quirúrgicos del Sistema Digestivo/efectos adversos , Nomogramas , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Estudios RetrospectivosRESUMEN
BACKGROUND: Pituitrin injection solution is an indispensable hemostatic utilized in clinical practice and is widely used in myomectomy. However, there have been reports of adverse reactions leading to gastrointestinal injury, hyponatremia and hypokalemia, anaphylaxis, cardiac arrest, etc. Thus, the safety of pituitrin should be taken seriously. CASE PRESENTATION: In the present study, three cases of cardiac arrest caused by pituitrin injection during laparoscopic myomectomy, who were successfully resuscitated in our hospital, are reported. CONCLUSION: The clinical data and surgical procedures in the patient should be analyzed to find the causes of cardiac arrest. Medication and resuscitation should be summarized to ensure the safety of the patient.
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Paro Cardíaco , Laparoscopía , Hormonas Neurohipofisarias , Miomectomía Uterina , Neoplasias Uterinas , Femenino , Humanos , Miomectomía Uterina/efectos adversos , Miomectomía Uterina/métodos , Paro Cardíaco/inducido químicamente , Inyecciones , Laparoscopía/efectos adversos , Laparoscopía/métodos , Neoplasias Uterinas/cirugía , Neoplasias Uterinas/etiologíaRESUMEN
The development of the rumen is a critical physiological challenge in newborn ruminants. However, the molecular mechanism underlying different stages of rumen development in sheep remains poorly understood. Here, RNA sequencing and bioinformatics analysis were performed to compare the transcription profiles of rumen development at 7, 28 and 56 days of birth (D7, D28 and D56). We identified 1246, 2257 and 627 differentially expressed genes (DEGs) between D7 and D28, between D7 and D56, between D28 and D56, respectively. Also, 70 DGEs were co-expressed at these three time points. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses indicated most DEGs mainly related to transporter activity, channel activity and metabolism pathways. Noteworthy, the expression levels of most genes (CA4, CA9, CA12 and CA14) in nitrogen metabolic pathways were negatively correlated with the papilla length and width, but the papilla length and width were positively correlated with the expression of genes (PLA2G3, SLC26A9, SLC34A3) in ion transport pathway, suggesting that these genes may be involved in nitrogen metabolic and ion transport pathway and thus affect rumen development. These results provide new insight into the changes in RNA expression at different time points of rumen development in Hu sheep.
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Rumen , Transcriptoma , Animales , Ovinos/genética , Transcriptoma/genética , Perfilación de la Expresión Génica/veterinaria , Perfilación de la Expresión Génica/métodos , Análisis de Secuencia de ARN , GenomaRESUMEN
BACKGROUND: In the healthcare domain today, despite the substantial adoption of electronic health information systems, a significant proportion of medical reports still exist in paper-based formats. As a result, there is a significant demand for the digitization of information from these paper-based reports. However, the digitization of paper-based laboratory reports into a structured data format can be challenging due to their non-standard layouts, which includes various data types such as text, numeric values, reference ranges, and units. Therefore, it is crucial to develop a highly scalable and lightweight technique that can effectively identify and extract information from laboratory test reports and convert them into a structured data format for downstream tasks. METHODS: We developed an end-to-end Natural Language Processing (NLP)-based pipeline for extracting information from paper-based laboratory test reports. Our pipeline consists of two main modules: an optical character recognition (OCR) module and an information extraction (IE) module. The OCR module is applied to locate and identify text from scanned laboratory test reports using state-of-the-art OCR algorithms. The IE module is then used to extract meaningful information from the OCR results to form digitalized tables of the test reports. The IE module consists of five sub-modules, which are time detection, headline position, line normalization, Named Entity Recognition (NER) with a Conditional Random Fields (CRF)-based method, and step detection for multi-column. Finally, we evaluated the performance of the proposed pipeline on 153 laboratory test reports collected from Peking University First Hospital (PKU1). RESULTS: In the OCR module, we evaluate the accuracy of text detection and recognition results at three different levels and achieved an averaged accuracy of 0.93. In the IE module, we extracted four laboratory test entities, including test item name, test result, test unit, and reference value range. The overall F1 score is 0.86 on the 153 laboratory test reports collected from PKU1. With a single CPU, the average inference time of each report is only 0.78 s. CONCLUSION: In this study, we developed a practical lightweight pipeline to digitalize and extract information from paper-based laboratory test reports in diverse types and with different layouts that can be adopted in real clinical environments with the lowest possible computing resources requirements. The high evaluation performance on the real-world hospital dataset validated the feasibility of the proposed pipeline.
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Algoritmos , Procesamiento de Lenguaje Natural , Humanos , Almacenamiento y Recuperación de la Información , Hospitales Universitarios , Registros Electrónicos de SaludRESUMEN
Coronary artery malformations are rare in the clinic. When with severe atherosclerosis, there is an additional risk. Specific coronary artery malformations, such as single right coronary artery, may be involved in the arteriosclerotic process, especially when accompanied by significant coronary artery tortuosity. It will remarkably challenge the treatment. We report a case of a single right coronary artery with severe stenosis and heart valve disease. She successfully underwent coronary artery bypass grafting and aortic valve replacement.
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Enfermedad de la Válvula Aórtica , Estenosis de la Válvula Aórtica , Enfermedad de la Arteria Coronaria , Implantación de Prótesis de Válvulas Cardíacas , Femenino , Humanos , Enfermedad de la Arteria Coronaria/diagnóstico , Enfermedad de la Arteria Coronaria/diagnóstico por imagen , Estenosis de la Válvula Aórtica/diagnóstico , Estenosis de la Válvula Aórtica/diagnóstico por imagen , Puente de Arteria Coronaria , Válvula Aórtica/diagnóstico por imagen , Válvula Aórtica/cirugía , Enfermedad de la Válvula Aórtica/complicaciones , Enfermedad de la Válvula Aórtica/cirugía , Resultado del TratamientoRESUMEN
INTRODUCTION: Surgery is still an effective treatment option for adult degenerative scoliosis (ADS), but how to predict patients' significant amount of the improvement in quality of life remains unclear. The previous studies included an inhomogeneous population. This study aimed to report the results about concentrating on the amount of immediate changes in spinopelvic radiographic parameters to predict the amount of mid-term improvement in quality of life in ADS patients. MATERIALS AND METHODS: Pre-operative and immediately post-operative radiographic parameters included Cobb angle, coronal vertical axis (CVA), sagittal vertical axis (SVA), lumbar lordosis (LL), thoracic kyphosis (TK), pelvic tilt (PT), sacral slope (SS), pelvic incidence (PI) and LL/PI matching (PI-LL). Quality of life scores were evaluated pre-operatively and at the final follow-up using Oswestry Disability Index (ODI) and visual analogue scale (VAS). The amount of immediate changes in spinopelvic radiographic parameters (Δ) and the amount of mid-term improvement in quality of life (Δ) were defined, respectively. RESULTS: Patients showed significant change in radiographic parameters, ODI and VAS pre- and post-surgery, except CVA and PI. Univariate analysis showed a significant correlation between ΔTK, ΔLL, ΔCVA and the amount of mid-term improvement in quality of life, but multivariate analysis did not get a significant result. Univariate and multivariate analyses showed that ΔSVA was still a significant predictor of ΔVAS and ΔODI. The changes in the other radiographic parameters were not significant. The equations were developed by linear regression: ΔODI = 0.162 × ΔSVA - 21.592, ΔVAS = 0.034 × ΔSVA - 2.828. In the ROC curve for ΔSVA in the detection of a strong ΔODI or ΔVAS, the cut-off value of ΔSVA was - 19.855 mm and - 15.405 mm, respectively. CONCLUSIONS: This study shows that ΔSVA can predict the amount of mid-term improvement in quality of life in ADS patients. The changes in the other radiographic parameters were not significant. Two equations were yielded to estimate ΔODI and ΔVAS. ΔSVA has respective cut-off value to predict ΔODI and ΔVAS.
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Lordosis , Escoliosis , Animales , Humanos , Adulto , Escoliosis/diagnóstico por imagen , Escoliosis/cirugía , Calidad de Vida , Estudios Retrospectivos , Vértebras Lumbares/diagnóstico por imagen , Vértebras Lumbares/cirugíaRESUMEN
How animals, particularly livestock, adapt to various climates and environments over short evolutionary time is of fundamental biological interest. Further, understanding the genetic mechanisms of adaptation in indigenous livestock populations is important for designing appropriate breeding programs to cope with the impacts of changing climate. Here, we conducted a comprehensive genomic analysis of diversity, interspecies introgression, and climate-mediated selective signatures in a global sample of sheep and their wild relatives. By examining 600K and 50K genome-wide single nucleotide polymorphism data from 3,447 samples representing 111 domestic sheep populations and 403 samples from all their seven wild relatives (argali, Asiatic mouflon, European mouflon, urial, snow sheep, bighorn, and thinhorn sheep), coupled with 88 whole-genome sequences, we detected clear signals of common introgression from wild relatives into sympatric domestic populations, thereby increasing their genomic diversities. The introgressions provided beneficial genetic variants in native populations, which were significantly associated with local climatic adaptation. We observed common introgression signals of alleles in olfactory-related genes (e.g., ADCY3 and TRPV1) and the PADI gene family including in particular PADI2, which is associated with antibacterial innate immunity. Further analyses of whole-genome sequences showed that the introgressed alleles in a specific region of PADI2 (chr2: 248,302,667-248,306,614) correlate with resistance to pneumonia. We conclude that wild introgression enhanced climatic adaptation and resistance to pneumonia in sheep. This has enabled them to adapt to varying climatic and environmental conditions after domestication.
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Adaptación Biológica/genética , Resistencia a la Enfermedad/genética , Introgresión Genética , Ovinos/genética , Animales , Evolución Biológica , Cambio Climático , Variación Genética , Filogeografía , Neumonía/inmunología , Ovinos/inmunologíaRESUMEN
Breast cancer is becoming a common life-threatening disease, especially in women, along with higher incidence and mortality. MicroRNA (miR)-506 was reported to participate in breast cancer progression, while the role of miR-506 in breast cancer-induced osteolytic bone metastasis is unclear. In the present study, we found significant downregulation of miR-506 in breast cancer tissues and cell lines. Overexpression of miR-506 notably reduced the proliferative, migratory and invasive rates of MCF7 and MDA-MB-231 cells, and reduced the production of inflammatory factors IL-6 and TNF-α in MCF7 cells. Moreover, overexpression of miR-506 obviously inhibited tumor growth in an in vivo animal model. In addition, overexpression of miR-560 efficiently attenuated breast cancer-induced osteolysis in vivo, which was characterized by increased bone volume/total volume (BT/TV), trabecular number (Tb. N), and trabecular thickness (Tb. Th), as well as the reduced trabecular separation (Tb. Sp). The nuclear factor of activated T cell cytoplasmic 1 (NFATc1) was identified as a downstream target of miR-506, and overexpression of miR-506 could inhibit breast cancer progression by targeting NFATc1. Furthermore, our results showed that NFATc-1 might participate in the inhibition of miR-506 on breast cancer-induced osteolysis. In conclusion, our findings provide insights into understanding the pathogenesis of breast cancer and breast cancer-induced osteolytic bone metastasis, and miR-506 might serve as a novel biomarker for this disease.
Asunto(s)
Neoplasias Óseas , MicroARNs , Osteólisis , Animales , Neoplasias Óseas/metabolismo , Línea Celular Tumoral , Femenino , Interleucina-6 , MicroARNs/genética , MicroARNs/metabolismo , Osteólisis/etiología , Osteólisis/metabolismo , Osteólisis/patología , Transducción de Señal , Factores de Transcripción , Factor de Necrosis Tumoral alfaRESUMEN
BACKGROUND: This study explored the patient clinical characteristics that may affect electroconvulsive therapy (ECT) efficacy to enable improved focus during evaluations and preparation for ECT. METHODS: Patients were enrolled for ECT at the Department of Psychiatry and Anesthesiology of the First Affiliated Hospital of Chongqing Medical University from December 2017 to January 2019. The primary outcome in our study was defined as the development of nonremission. A multivariate logistic analysis was performed to identify the risk factors for nonremission. RESULTS: In total, 874 depressed patients were included in the study. After the ECT treatment, 255 cases (29.2%) exhibited nonremission. A multivariate logistic regression analysis of the variables was performed, and the results showed that atherosclerosis (OR 8.072, 95% CI 2.442 to 16.675; P = 0.001), COPD (OR 2.919, 95% CI 1.240 to 6.871; P = 0.014), diabetes (OR 2.202, 95% CI 1.115 to 4.348; P = 0.023) and smoking (OR 1.519, 95% CI 1.015 to 2.273; P = 0.042) were independent risk factors for nonremission. CONCLUSION: In the retrospective analysis, we found that atherosclerosis, diabetes, COPD and smoking may be high-risk factors for nonremission.