ABSTRACT
Electrophoresis titration chip (ETC) is a versatile tool for onsite and point-of-care quantification analyses because it affords naked-eye detection and a straightforward quantification format. However, it is vulnerable to changes in environmental temperature, which regulates the electrophoretic migration by affecting the ion mobility and the target recognition by influencing the enzyme activity. Therefore, the quantification accuracy of the ETC tests was severely compromised. Rather than using the dry bath or heating/cooling units, we proposed a facile model of dual calibration standards (DCS) to mathematically eliminate the effects of temperature on quantification accuracy. To verify our model, we deployed the ETC device at different temperatures ranging from 5 to 40 °C. We further utilized the DCS-ETC to determine the protein content and uric acid concentration in real samples outside the laboratory. All the experimental results showed that our model significantly stabilized the quantification recovery from 35.31-153.44 % to 99.38-103.44 % for protein titration; the recovery of uric acid titration is also stable at 96.25-106.42 %, suggesting the enhanced robustness of the ETC tests. Therefore, DCS-ETC is a field-deployable test that can offer reliable quantification performance without extra equipment for temperature control. We envision that it is promising to be used for onsite applications, including food safety control and disease diagnostics.
Subject(s)
Point-of-Care Systems , Uric Acid , Temperature , Calibration , Electrophoresis , ProteinsABSTRACT
The detection of intrinsic protein fluorescence is a powerful tool for studying proteins in their native state. Thanks to its label-free and stain-free feature, intrinsic fluorescence detection has been introduced to polyacrylamide gel electrophoresis (PAGE), a fundamental and ubiquitous protein analysis technique, to avoid the tedious detection process. However, the reported methods of intrinsic fluorescence detection were incompatible with online PAGE detection or standard slab gel. Here, we fulfilled online intrinsic fluorescence imaging (IFI) of the standard slab gel to develop a PAGE-IFI method for real-time and quantitative protein detection. To do so, we comprehensively investigated the arrangement of the deep-UV light source to obtain a large imaging area compatible with the standard slab gel, and then designed a semi-open gel electrophoresis apparatus (GEA) to scaffold the gel for the online UV irradiation and IFI with low background noise. Thus, we achieved real-time monitoring of the protein migration, which enabled us to determine the optimal endpoint of PAGE run to improve the sensitivity of IFI. Moreover, online IFI circumvented the broadening of protein bands to enhance the separation resolution. Because of the low background noise and the optimized endpoint, we showcased the quantitative detection of bovine serum albumin (BSA) with a limit of detection (LOD) of 20 ng. The standard slab gel provided a high sample loading volume that allowed us to attain a wide linear range of 0.03-10 µg. These results indicate that the PAGE-IFI method can be a promising alternative to conventional PAGE and can be widely used in molecular biology labs.
Subject(s)
Optical Imaging , Serum Albumin, Bovine , Electrophoresis, Polyacrylamide GelABSTRACT
Polyacrylamide gel electrophoresis (PAGE) is one of the most popular techniques for the separation and detection of nucleic acids. However, it requires a complicated detection procedure and offline detection format, which inevitably leads to band broadening and thus compromises the separation resolution. To overcome this problem, we developed an online PAGE (OPAGE) platform by integrating the gel electrophoresis apparatus with the gel imaging system, so as to obviate the need for the complicated detection procedure. Notably, OPAGE enabled the real-time monitoring of the separation process and the immediate imaging of the separation results once the electrophoresis ended. Using a series of synthetic DNAs with different lengths as samples, we demonstrated that the OPAGE platform enhanced 32-64 % of the number of theoretical plates, showed a robust dynamic range of 0.1-12.5 ng/µL, and realized a limit of detection as low as 0.08 ng/µL DNA. Based on our results, we anticipate that the OPAGE platform is a promising alternative to traditional nucleic acid gel electrophoresis for simple and high-resolution detection and quantification and nucleic acid.
Subject(s)
DNA , Nucleic Acids , Electrophoresis, Polyacrylamide GelABSTRACT
Chemoresistance is a significant barrier to effective cancer treatment. Potential mechanisms for chemoresistance include reactive oxygen species (ROS) accumulation and expression of chemoresistance-promoting genes. Here, we report a novel function of lncRNA16 in the inhibition of ROS generation and the progression of chemoresistance. By analyzing the serum levels of lncRNA16 in a cohort of 35 patients with non-small cell lung cancer (NSCLC) and paired serum samples pre- and post-treatment from 10 NSCLC patients receiving neoadjuvant platinum-based chemotherapy, performing immunohistochemistry (IHC) assays on 188 NSCLC tumor samples, using comprehensive identification of RNA-binding proteins by mass spectrometry (ChIRP-MS) assays, as well as RNA immunoprecipitation (RIP) and RNA pull-down analyses, we discovered that patients with increased serum levels of lncRNA16 exhibited a poor response to platinum-based chemotherapy. The expression of hemoglobin subunit beta (HBB) and NDUFAF5 significantly increases with the development of chemoresistance. LncRNA16 binds to HBB and promotes HBB accumulation by inhibiting autophagy. LncRNA16 can also inhibit ROS generation via the HBB/NDUFAF5 axis and function as a scaffold to facilitate the colocalization of HBB and NDUFAF5 in the mitochondria. Importantly, preclinical studies in mouse models of chemo-resistant NSCLC have suggested that lncRNA16 targeting by trivalent N-acetylgalactosamine (GalNAc)-conjugated siRNA restores chemosensitivity and results in tumor growth inhibition with no detectable toxicity in vivo. Overall, lncRNA16 is a promising therapeutic target for overcoming chemoresistance, and the combination of first-line platinum-based chemotherapy with lncRNA16 intervention can substantially enhance anti-tumor efficacy.
Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Animals , Mice , Humans , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , Carcinoma, Non-Small-Cell Lung/pathology , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , Lung Neoplasms/pathology , RNA, Small Interfering/genetics , RNA, Small Interfering/therapeutic use , Cisplatin/pharmacology , Reactive Oxygen Species/metabolism , A549 Cells , Drug Resistance, Neoplasm/genetics , Cell Line, Tumor , Cell Proliferation , Gene Expression Regulation, Neoplastic , Methyltransferases/genetics , Mitochondrial Proteins/metabolismABSTRACT
Background: Variability in the provision of intensive care unit (ICU)-interventions may lead to disparities between socially defined racial-ethnic groups. Research Question: We used causal inference to examine the use of invasive mechanical ventilation (IMV), renal replacement therapy (RRT), and vasopressor agents (VP) to identify disparities in outcomes across race-ethnicity in patients with sepsis. Study Design and Methods: Single-center, academic referral hospital in Boston, Massachusetts, USA. Retrospective analysis of treatment effect with a targeted trial design categorized by treatment assignment within the first 24 hours in the MIMIC-IV dataset (2008- 2019) using targeted maximum likelihood estimation. Of 76,943 ICU stays in MIMIC-IV, 32,971 adult stays fulfilling sepsis-3 criteria were included. The primary outcome was in-hospital mortality. Secondary outcomes were hospital-free days, and occurrence of nosocomial infection stratified by predicted mortality probability ranges and self-reported race-ethnicity. Average treatment effects by treatment type and race-ethnicity, Racial-ethnic group (REG) or White group (WG), were estimated. Results: Of 19,419 admissions that met inclusion criteria, median age was 68 years, 57.4% were women, 82% were White, and mortality was 18.2%. There was no difference in mortality benefit associated with the administration of IMV, RRT, or VP between the REG and the WG. There was also no difference in hospital-free days or nosocomial infections. These findings are unchanged with different eligibility periods. Interpretation: There were no differences in the treatment outcomes from three life-sustaining interventions in the ICU according to race-ethnicity. While there was no discernable harm from the treatments across mortality risk, there was also no measurable benefit. These findings highlight the need for research to understand better the risk-benefit of life-sustaining interventions in the ICU.
ABSTRACT
Isoelectric focusing (IEF) is a powerful tool for resolving complex protein samples, which generates IEF patterns consisting of multiplex analyte bands. However, the interpretation of IEF patterns requires the careful selection of isoelectric point (pI) markers for profiling the pH gradient and a trivial process of pI labeling, resulting in low IEF efficiency. Here, we for the first time proposed a marker-free IEF method for the efficient and accurate classification of IEF patterns by using a convolutional neural network (CNN) model. To verify our method, we identified 21 meat samples whose IEF patterns comprised different bands of meat hemoglobin, myoglobin, and their oxygen-binding variants but no pI marker. Thanks to the high throughput and short assay time of the microstrip IEF, we efficiently collected 1449 IEF patterns to construct the data set for model training. Despite the absence of pI markers, we experimentally introduced the severe pH gradient drift into 189 IEF patterns in the data set, thereby omitting the need for profiling the pH gradient. To enhance the model robustness, we further employed data augmentation during the model training to mimic pH gradient drift. With the advantages of simple preprocessing, a rapid inference of 50 ms, and a high accuracy of 97.1%, the CNN model outperformed the traditional algorithm for simultaneously identifying meat species and cuts of meat of 105 IEF patterns, suggesting its great potential of being combined with microstrip IEF for large-scale IEF analyses of complicated protein samples.
Subject(s)
Deep Learning , Isoelectric Focusing , Isoelectric Point , Algorithms , MeatABSTRACT
Desalting of biosamples is crucial for analytical techniques intolerant to abundant salts. However, there is no simple tool to monitor the desalting of low-volume biosamples so far. Here we developed a handheld capacitively coupled contactless conductivity detector (hC4D) as a miniaturized device to measure the conductivity of 75 µL biosamples. Polyether-ether-ketone (PEEK) tubing was selected as the sample reservoir for sample loading via a pipette. Another pipetting of air pushed the sample solution out of the tubing to recollect the sample. Owing to the low sample consumption and easy sample recollection, hC4D is advantageous for testing expensive biosamples, such as viruses and cells. In addition, the whole process of sample injection, conductivity measurement, recollection, and calibration of conductivity can be completed within 1 min. To verify the feasibility of hC4D, we monitored the desalting progress of gel filtration (GF) of 200 µL blood samples, ultrafiltration (UF) of 300 µL virus samples, and dialysis of 7 mL cell samples. Three rounds of GF and UF completely removed the salts but led to poor sample recovery. In contrast, low concentrations of residual salts remained and better recovery was achieved after two rounds of GF and UF. We further utilized the hC4D to monitor the dialysis and tuned the salt concentration in the cell sample, such that we maintained the viability of cells in a low conductivity environment. These results indicated that hC4D is a promising tool for optimizing the desalting procedure of low-volume biosamples.
Subject(s)
Biosensing Techniques , Electrophoresis, Capillary , Electrophoresis, Capillary/methods , Salts , Ketones , Polyethylene Glycols , Electric ConductivityABSTRACT
Cholesterol (CHO) in human blood is one of the most frequently and crucially quantified substances in diagnostic laboratories. However, visual and portable point of care testing (POCT) methods have been rarely developed for the bioassay of CHO in blood samples. Here, we developed an electrophoresis titration (ET) model, a chip device of â¼60 grams, and a quantification method for the POCT of CHO in blood serum based on a moving reaction boundary (MRB). In this model, the selective enzymatic reaction is integrated with an ET chip for visual and portable quantification. At first, CHO reacted with cholesterol oxidase (CHOx) in the anode well, producing H2O2 and cholest-4-en-3-one in the solution. H2O2 further oxidized the colorless and chargeless leucocrystal violet (LCV) dye into violet colored positively charged crystal violet (CV+) and, under the influence of the electric field, the CV+ migrates in the ET channels and is titrated by the alkali of sodium hydroxide immobilized in the ET channels. The length covered by the MRB was measured as a function of the CHO content. The relevant experiments validated the feasibility of the model and method. Furthermore, the experiments revealed the high selectivity, portability, and visuality of the ET-MRB model, device, and method. Finally, the experiments showed a fair sensitivity of LOD of 5 µM, good linearity of 10-1000 µM (r2 = 0.9919), fair stability (intra-day RSD of less than 5.09% and an inter-day RSD of less than 6.36%), and high recovery (99.4-105%). All the data and results indicate the potential of the ET-MRB model, chip device, and method for POCT of CHO in human blood samples.
Subject(s)
Hydrogen Peroxide , Serum , Humans , Hydrogen Peroxide/chemistry , Electrophoresis/methods , Cholesterol Oxidase , Point-of-Care TestingABSTRACT
AIMS: Chemoattractants and their cognate receptors are essential for leucocyte recruitment during atherogenesis, and atherosclerotic plaques preferentially occur at predilection sites of the arterial wall with disturbed flow (d-flow). In profiling the endothelial expression of atypical chemoattractant receptors (ACKRs), we found that Ackr5 (CCRL2) was up-regulated in an endothelial subpopulation by atherosclerotic stimulation. We therefore investigated the role of CCRL2 and its ligand chemerin in atherosclerosis and the underlying mechanism. METHODS AND RESULTS: By analysing scRNA-seq data of the left carotid artery under d-flow and scRNA-seq datasets GSE131776 of ApoE-/- mice from the Gene Expression Omnibus database, we found that CCRL2 was up-regulated in one subpopulation of endothelial cells in response to d-flow stimulation and atherosclerosis. Using CCRL2-/-ApoE-/- mice, we showed that CCRL2 deficiency protected against plaque formation primarily in the d-flow areas of the aortic arch in ApoE-/- mice fed high-fat diet. Disturbed flow induced the expression of vascular endothelial CCRL2, recruiting chemerin, which caused leucocyte adhesion to the endothelium. Surprisingly, instead of binding to monocytic CMKLR1, chemerin was found to activate ß2 integrin, enhancing ERK1/2 phosphorylation and monocyte adhesion. Moreover, chemerin was found to have protein disulfide isomerase-like enzymatic activity, which was responsible for the interaction of chemerin with ß2 integrin, as identified by a Di-E-GSSG assay and a proximity ligation assay. For clinical relevance, relatively high serum levels of chemerin were found in patients with acute atherothrombotic stroke compared to healthy individuals. CONCLUSIONS: Our findings indicate that d-flow-induced CCRL2 promotes atherosclerotic plaque formation via a novel CCRL2-chemerin-ß2 integrin axis, providing potential targets for the prevention or therapeutic intervention of atherosclerosis.
Subject(s)
Atherosclerosis , CD18 Antigens , Plaque, Atherosclerotic , Animals , Mice , Atherosclerosis/genetics , Atherosclerosis/metabolism , CD18 Antigens/metabolism , Chemokines/metabolism , Endothelial Cells/metabolism , Endothelium, Vascular/metabolism , Intercellular Signaling Peptides and Proteins/genetics , Intercellular Signaling Peptides and Proteins/metabolism , Mice, Knockout, ApoE , Monocytes/metabolism , Plaque, Atherosclerotic/metabolismABSTRACT
In this work, by combining the microcolumn isoelectric focusing (mIEF) and similarity analysis with the earth mover's distance (EMD) metric, we proposed the concept of isoelectric point (pI) barcode for the identification of species origin of raw meat. At first, we used the mIEF to analyze 14 meat species, including 8 species of livestock and 6 species of poultry, to generate 140 electropherograms of myoglobin/hemoglobin (Mb/Hb) markers. Secondly, we binarized the electropherograms and converted them into the pI barcodes that only showed the major Mb/Hb bands for the EMD analysis. Thirdly, we efficiently developed the barcode database of 14 meat species and successfully used the EMD method to identify 9 meat products thanks to the high throughput of mIEF and the simplified format of the barcode for similarity analysis. The developed method had the merits of facility, rapidity and low cost. The developed concept and method had evident potential to the facile identification of meat species.
Subject(s)
Algorithms , Hemoglobins , Isoelectric Point , Meat/analysisABSTRACT
Intrinsic fluorescence imaging (IFI) has been used for the stain-free detection of proteins in slab gel. However, complicated detection setups and small irradiation area limited the development of facile, online, and portable imaging of the whole slab gel. We here designed a quadruple UV LED array to produce even and powerful area light for direct irradiation of gel electrophoresis chip (GEC) at 275 nm. In addition, we only used a filter of 365 nm, a UV camera lens, and a CCD for IFI detection. We integrated the simple detection setup with the small GEC to construct the IFI-GEC device with a portable size of 15 × 15 × 38 cm. We detected three model proteins to demonstrate the good evenness of the LED array and the online imaging of the whole GEC. Furthermore, the reproducible IFI-GEC detection was completed within 10 min and the LOD was as low as 40 ng for lysozyme detection. All results indicated the potential of the IFI-GEC device for online and portable detection of proteins without staining.
Subject(s)
Electrophoresis , Proteins , Optical Imaging/methods , Proteins/analysis , Staining and LabelingABSTRACT
OBJECTIVE: Obesity and related diseases are becoming a growing risk for public health around the world due to the westernized lifestyle. Sema7A, an axonal guidance molecule, has been known to play a role in neurite growth, bone formation, and immune regulation. Whether Sema7A participates in obesity and metabolic diseases is unknown. As several SNPs in SEMA7A and its receptors were found to correlate with BMI and metabolic parameters in the human population, we investigated the potential role of Sema7A in obesity and hepatic steatosis. METHODS: GWAS and GEPIA database was used to analyze SNPs in SEMA7A and the correlation of Sema7A expression with lipid metabolism related genes. Sema7A-/- mice and recombinant Sema7A (rSema7A) were used to study the role of Sema7A in HFD-induced obesity and hepatic steatosis. Adipose tissue-derived mesenchymal stem cells (ADSCs) were used to examine the role of Sema7A in adipogenesis, lipogenesis and downstream signaling. RESULTS: Deletion of Sema7A aggravated HFD-induced obesity. Sema7A deletion enhanced adipogenesis in both subcutaneous and visceral ADSCs, while the addition of rSema7A inhibited adipogenesis of ADSCs and lipogenesis of differentiated mature adipocytes. Sema7A inhibits adipo/lipogenesis potentially through its receptor integrin ß1 and downstream FAK signaling. Importantly, administration of rSema7A had protective effects against diet-induced obesity in mice. In addition, deletion of Sema7A led to increased hepatic steatosis and insulin resistance in mice. CONCLUSIONS: Our findings reveal a novel inhibitory role of Sema7A in obesity and hepatic steatosis, providing a potential new therapeutic target for obesity and metabolic diseases.
Subject(s)
Fatty Liver , Semaphorins , Animals , Mice , Antigens, CD/metabolism , Diet, High-Fat/adverse effects , Fatty Liver/genetics , GPI-Linked Proteins/metabolism , GPI-Linked Proteins/therapeutic use , Lipid Metabolism , Lipogenesis , Obesity/metabolism , Semaphorins/genetics , Semaphorins/metabolism , Semaphorins/therapeutic useABSTRACT
The sensitivity, accuracy, and efficiency of fluorescent particle detection can be improved by purifying the fluorescent-dye-labeled particles. In this study, an in-site model of electrophoretic elution (EE) was developed for the facile and efficient removal of unconjugated fluorescent dyes after labeling reactions, thereby facilitating the sensitive fluorescent imaging of proteins captured by microbeads. First, bovine serum albumin (BSA) and magnetic beads (MBs) were chosen as the model protein and particles, respectively, and an MBs-BSA complex was synthesized by mixing the beads with the BSA solution. Second, excessive fluorescein isothiocyanate (FITC) was added to the EP tube with MBs-BSA suspension for the fluorescent labeling of BSA, and a labeled compound was obtained after 8-h incubation in the dark at 4 â. The unpurified MBs-BSAFITC was obtained by removing the supernatant, leaving 5 µL of the residual solution in the EP tube. The obtained MBs-BSAFITC solution was added to a 50-µL phosphate buffer solution (PBST, containing 0.01% Triton X-100, pH 7.4). Third, gel suspension was prepared by mixing the MBs-BSAFITC solution with the low-gelling-temperature agarose gel (10 g/L) and filled into an electrophoresis channel. To demonstrate the high efficiency of the in-site model of EE for removing excessive FITC, a 10-mm hydrogel segment was prepared using MBs-BSAFITC sandwiched between two blank hydrogels and filled into a 50-mm-long electrophoresis tube (outer diameter: 5 mm; inner diameter: 3 mm) for the EE. Subsequently, the filled channel was set in an electrophoresis device to construct the in-site EE model. The particle size of the MBs was larger than the pore size of the gel, and the fluorescent beads were physically immobilized in the gel while the excessive FITC was removed from the channel by electrophoresis. Before an EE run, the original fluorescence image of the target gel was captured using a CCD camera. After the 30-min EE (50 V, 6 mA, pH 7.4 PBS), the fluorescence image was also recorded by the CCD camera. The fluorescent images were converted to a grayscale intensity map. To simplify the calculation, a simple fluorescent image analysis method was developed. The side view of the grayscale intensity map is a two-dimensional plot of peaks. Each peak indicates a fluorescent spot at a given position along the length of the channel when the distribution density of the particles is low, and the peak value is the grayscale intensity of the fluorescent spot. The statistical peak numbers and values can be used to approximate fluorescent spots on the image. After image processing and calculations, 27.8% of the average grayscale intensity of the fluorescent spot was retained, comparing the average gray value of the bright spot before and after EE, and 97.6% of excessive FITC in the channel was cleared, obtained by calculating the decreased background fluorescence grayscale intensity after EE. The particle-to-background signal ratio (P/B ratio, PBr) increased from 1.08 to 12.2 after EE with an exposure time of 1.35 s. In addition, different exposure times were explored during the fluorescence detection. Increasing the exposure time from 1.35 to 2.35 s enhanced PBr from 12.2 to 15.5, which could effectively increase the signal-to-noise ratio. An appropriate increase in exposure time also allowed the detection of many weak fluorescent particles that were previously undetectable, indicating increased sensitivity of the fluorescence detection. The EE model has the following advantages: (i) increase in specificity by eluting FITC absorbed to the surface of beads; (ii) high efficiency in the removal of free FITC with more than 97% clearance; (iii) rapid decrease in noise in the mass hydrogel (within 30 min). This method can be used in beads/spots-based immunoassay in gel, immuno-electrophoresis, and fluorescent staining of protein/nucleic acid bands in gel electrophoresis.
Subject(s)
Fluorescent Dyes , Serum Albumin, Bovine , Fluorescein , Fluorescein-5-isothiocyanate/chemistry , Fluorescent Dyes/chemistry , Hydrogels , Serum Albumin, Bovine/chemistryABSTRACT
RNA-cleaving DNAzymes and their multicomponent nucleic acid enzymes (MNAzymes) have been successfully used to detect nucleic acids and proteins. The appropriate split of the catalytic cores of DNAzymes is critical to the formation of MNAzymes with high catalytic activities. However, for protein detection, no systematic investigation has been made on the effects of the split locations and secondary structures of MNAzymes on the catalytic activities of the cleavage reaction. We systematically studied how split locations and secondary structures affect the activity of the MNAzymes that catalyze multiple cleavage steps. We engineered the MNAzymes on the basis of the RNA-cleaving DNAzyme 10-23 as a model system. We designed 28 pairs of MNAzymes, representing 14 different split locations and two secondary structures: the three-arm and the four-arm structures. By comparing the multiple turnover numbers (kobs.m) of the 28 MNAzymes, we showed that the split location between the seventh cytosine and the eighth thymine of the catalytic core region and the four-arm structure resulted in optimum catalytic activity. Binding-induced DNA assembly of the optimized MNAzymes enabled sensitive detection of two model protein targets, demonstrating promising potential of the binding-assembled MNAzymes for protein analysis. The strategy of binding-assembled MNAzymes and systematic studies measuring multiple turnover numbers (kobs.m) provide a new approach to studying other partial (split) DNAzymes and engineering better MNAzymes for the detection of specific proteins.
Subject(s)
DNA, Catalytic , Catalytic Domain , DNA , DNA, Catalytic/metabolism , Proteins , RNAABSTRACT
BACKGROUNDTargeted arterial infusion of verapamil combined with chemotherapy (TVCC) is an effective clinical interventional therapy for esophageal squamous cell carcinoma (ESCC), but multidrug resistance (MDR) remains the major cause of relapse or poor prognosis, and the underlying molecular mechanisms of MDR, temporal intratumoral heterogeneity, and clonal evolutionary processes of resistance have not been determined.METHODSTo elucidate the roles of genetic and epigenetic alterations in the evolution of acquired resistance during therapies, we performed whole-exome sequencing on 16 serial specimens from 7 patients with ESCC at every cycle of therapeutic intervention from 3 groups, complete response, partial response, and progressive disease, and we performed whole-genome bisulfite sequencing for 3 of these 7 patients, 1 patient from each group.RESULTSPatients with progressive disease exhibited a substantially higher genomic and epigenomic temporal heterogeneity. Subclonal expansions driven by the beneficial new mutations were observed during combined therapies, which explained the emergence of MDR. Notably, SLC7A8 was identified as a potentially novel MDR gene, and functional assays demonstrated that mutant SLC7A8 promoted the resistance phenotypes of ESCC cell lines. Promoter methylation dynamics during treatments revealed 8 drug resistance protein-coding genes characterized by hypomethylation in promoter regions. Intriguingly, promoter hypomethylation of SLC8A3 and mutant SLC7A8 were enriched in an identical pathway, protein digestion and absorption, indicating a potentially novel MDR mechanism during treatments.CONCLUSIONOur integrated multiomics investigations revealed the dynamics of temporal genetic and epigenetic inter- and intratumoral heterogeneity, clonal evolutionary processes, and epigenomic changes, providing potential MDR therapeutic targets in treatment-resistant patients with ESCC during combined therapies.FUNDINGNational Natural Science Foundation of China, Science Foundation of Peking University Cancer Hospital, CAMS Innovation Fund for Medical Sciences, Major Program of Shenzhen Bay Laboratory, Guangdong Basic and Applied Basic Research Foundation, and the third round of public welfare development and reform pilot projects of Beijing Municipal Medical Research Institutes.
Subject(s)
Amino Acid Transport System y+/genetics , Antineoplastic Agents/therapeutic use , Drug Resistance, Neoplasm/genetics , Epigenomics/methods , Esophageal Neoplasms/genetics , Esophageal Squamous Cell Carcinoma/genetics , Fusion Regulatory Protein 1, Light Chains/genetics , Mutation , Amino Acid Transport System y+/metabolism , Combined Modality Therapy , DNA Methylation , DNA, Neoplasm/genetics , Esophageal Neoplasms/pathology , Esophageal Neoplasms/therapy , Esophageal Squamous Cell Carcinoma/pathology , Esophageal Squamous Cell Carcinoma/therapy , Female , Fusion Regulatory Protein 1, Light Chains/metabolism , Humans , Male , Exome SequencingABSTRACT
Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) and CRISPR-associated (Cas) protein systems have transformed the field of genome editing and transcriptional modulation. Progress in CRISPR-Cas technology has also advanced molecular detection of diverse targets, ranging from nucleic acids to proteins. Incorporating CRISPR-Cas systems with various nucleic acid amplification strategies enables the generation of amplified detection signals, enrichment of low-abundance molecular targets, improvements in analytical specificity and sensitivity, and development of point-of-care (POC) diagnostic techniques. These systems take advantage of various Cas proteins for their particular features, including RNA-guided endonuclease activity, sequence-specific recognition, multiple turnover trans-cleavage activity of Cas12 and Cas13, and unwinding and nicking ability of Cas9. Integrating a CRISPR-Cas system after nucleic acid amplification improves detection specificity due to RNA-guided recognition of specific sequences of amplicons. Incorporating CRISPR-Cas before nucleic acid amplification enables enrichment of rare and low-abundance nucleic acid targets and depletion of unwanted abundant nucleic acids. Unwinding of dsDNA to ssDNA using CRISPR-Cas9 at a moderate temperature facilitates techniques for achieving isothermal exponential amplification of nucleic acids. A combination of CRISPR-Cas systems with functional nucleic acids (FNAs) and molecular translators enables the detection of non-nucleic acid targets, such as proteins, metal ions, and small molecules. Successful integrations of CRISPR technology with nucleic acid amplification techniques result in highly sensitive and rapid detection of SARS-CoV-2, the virus that causes the COVID-19 pandemic.
ABSTRACT
The trans-cleavage activity of the target-activated CRISPR/Cas12a liberated an RNA crosslinker from a molecular transducer, which facilitated the assembly of gold nanoparticles. Integration of the molecular transducer with isothermal amplification and CRISPR/Cas12a resulted in visual detection of the N gene and E gene of SARS-CoV-2 in 45 min.
Subject(s)
COVID-19/diagnosis , CRISPR-Cas Systems , Genes, Viral/genetics , Gold/chemistry , Metal Nanoparticles/chemistry , Molecular Diagnostic Techniques/methods , Nucleic Acid Amplification Techniques/methods , SARS-CoV-2/genetics , COVID-19/virology , Colorimetry , Cross-Linking Reagents , RNA/chemistryABSTRACT
Cachexia, characterized by loss of skeletal muscle mass and function, is estimated to inflict the majority of patients with oesophageal squamous cell carcinoma (ESCC) and associated with their poor prognosis. However, its underlying mechanisms remain elusive. Here, we developed an ESCC-induced cachexia mouse model using human xenograft ESCC cell lines and found that ESCC-derived extracellular vesicles (EVs) containing prolyl 4-hydroxylase subunit beta (P4HB) induced apoptosis of skeletal muscle cells. We further identified that P4HB promoted apoptotic response through activating ubiquitin-dependent proteolytic pathway and regulated the stability of phosphoglycerate dehydrogenase (PHGDH) and subsequent antiapoptotic protein Bcl-2. Additionally, we proved that the P4HB inhibitor, CCF642, not only rescued apoptosis of muscle cells in vitro, but also prevented body weight loss and muscle wasting in ESCC-induced cachexia mouse model. Overall, these findings demonstrate a novel pathway for ESCC-induced muscle wasting and advocate for the development of P4HB as a potential intervention target for cachexia in patients with ESCC.
Subject(s)
Esophageal Squamous Cell Carcinoma/metabolism , Extracellular Vesicles , Muscular Atrophy/metabolism , Phosphoglycerate Dehydrogenase/metabolism , Procollagen-Proline Dioxygenase/metabolism , Protein Disulfide-Isomerases/metabolism , Animals , Apoptosis , Cell Line, Tumor , Disease Models, Animal , Drug Delivery Systems , Esophageal Squamous Cell Carcinoma/complications , Esophageal Squamous Cell Carcinoma/ultrastructure , Extracellular Vesicles/metabolism , Extracellular Vesicles/transplantation , Humans , Male , Metabolic Networks and Pathways , Mice , Mice, Inbred BALB C , Mice, Inbred C57BL , Muscular Atrophy/etiology , Muscular Atrophy/therapy , Thiazolidines/pharmacology , Thiones/pharmacologyABSTRACT
Esophageal squamous cell carcinoma (ESCC) is one of the most common and deadly diseases. In our previous comprehensive genomics study, we found that family with sequence similarity 135 member B (FAM135B) was a novel cancer-related gene, yet its biological functions and molecular mechanisms remain unclear. In this study, we demonstrate that the protein levels of FAM135B are significantly higher in ESCC tissues than in precancerous tissues, and high expression of FAM135B correlates with poorer clinical prognosis. Ectopic expression of FAM135B promoted ESCC cell proliferation in vitro and in vivo, likely through its direct interaction with growth factor GRN, thus forming a feedforward loop with AKT/mTOR signaling. Patients with ESCC with overexpression of both FAM135B and GRN had worse prognosis; multivariate Cox model analysis indicated that high expression of both FAM135B and GRN was an independent prognostic factor for patients with ESCC. FAM135B transgenic mice bore heavier tumor burden than wild-type mice and survived a relatively shorter lifespan after 4-nitroquinoline 1-oxide treatment. In addition, serum level of GRN in transgenic mice was higher than in wild-type mice, suggesting that serum GRN levels might provide diagnostic discrimination for patients with ESCC. These findings suggest that the interaction between FAM135B and GRN plays critical roles in the regulation of ESCC progression and both FAM135B and GRN might be potential therapeutic targets and prognostic factors in ESCC. SIGNIFICANCE: These findings investigate the mechanisms of FAM135B in promoting ESCC progression and suggest new potential prognostic biomarkers and therapeutic targets in patients with ESCC.