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We identified gamma-glutamyltransferase 7 (GGT7) to be frequently downregulated in gastric cancer, but its role remains unknown. Here we elucidated the clinical significance, functional roles, and molecular mechanism of GGT7 in gastric cancer. GGT7 was downregulated by promoter methylation and restored by demethylation treatment in gastric cancer cells. GGT7 methylation inversely correlated with mRNA expression in gastric tumors (n = 221; r = -0.686, P 0.0001). High-expression of GGT7 in adjacent non-tumor tissues was significantly associated with favorable survival in gastric cancer patients (n = 138; P = 0.009), and was an independent prognostic factor by multivariate Cox regression (HR = 0.381, P 0.05). GGT7 significantly inhibited gastric cancer cell growth, G1-S transition, and migration and invasion abilities. GGT7 also significantly attenuated the growth of subcutaneous xenograft tumors and reduced metastasis to the lung in nude mice. The mitophagy regulator RAB7 was identified as a direct downstream co-player of GGT7 by co-immunoprecipitation followed by mass spectrometry. Growth suppression effect of GGT7 was at least partly dependent on RAB7 by rescue experiments. GGT7 induced autophagy as shown by electron microscopy and confirmed by the increased LC3B and decreased p62. GGT7 recruited RAB7 by direct binding and drove RAB7 to translocate from nucleus to cytoplasm, subsequently mediating mitophagy by increasing mitophagy mediators/inducers. GGT7 inhibited intracellular ROS, which was associated with increased mitophagy, and subsequently suppressed MAPK signaling. Collectively, GGT7 plays a pivotal tumor-suppressing role in gastric cancer by directly binding with RAB7 to induce mitophagy and inhibit ROS and MAPK cascades. GGT7 is an independent prognostic factor for gastric cancer patients.

Bird song and human speech are learned early in life and for both cases engagement with live social tutors generally leads to better learning outcomes than passive audio-only exposure. Real-world tutor–tutee relations are normally not uni- but multimodal and observations suggest that visual cues related to sound production might enhance vocal learning. We tested this hypothesis by pairing appropriate, colour-realistic, high frame-rate videos of a singing adult male zebra finch tutor with song playbacks and presenting these stimuli to juvenile zebra finches (Taeniopygia guttata). Juveniles exposed to song playbacks combined with video presentation of a singing bird approached the stimulus more often and spent more time close to it than juveniles exposed to audio playback only or audio playback combined with pixelated and time-reversed videos. However, higher engagement with the realistic audio–visual stimuli was not predictive of better song learning. Thus, although multimodality increased stimulus engagement and biologically relevant video content was more salient than colour and movement equivalent videos, the higher engagement with the realistic audio–visual stimuli did not lead to enhanced vocal learning. Whether the lack of three-dimensionality of a video tutor and/or the lack of meaningful social interaction make them less suitable for facilitating song learning than audio–visual exposure to a live tutor remains to be tested.

We previously reported a panel of novel faecal microbiome gene markers for diagnosis of colorectal adenoma and cancer.To evaluate whether these markers are useful in detecting adenoma recurrence after polypectomy.Subjects were enrolled in a polyp surveillance study from 2009 to 2019. Stool samples were collected before bowel preparation of index colonoscopy (baseline) and surveillance colonoscopy (follow-up). Fusobacterium nucleatum (Fn), Lachnoclostridium marker (m3), Clostridium hathewayi (Ch) and Bacteroides clarus were quantified in baseline and follow-up samples by quantitative polymerase chain reaction (qPCR) to correlate with adenoma recurrence. Recurrence was defined as new adenomas detected6 months after polypectomy. Faecal immunochemical test (FIT) was performed for comparison.A total of 161 baseline and 104 follow-up samples were analysed. Among patients with adenoma recurrence, Fn and m3 increased (both P 0.05) while Ch were unchanged in follow-up versus baseline samples. Among patients without recurrence, Fn and m3 were unchanged while Ch decreased (P 0.05) in follow-up versus baseline samples. Logistic regression that included changes of m3, Fn and Ch at follow-up compared with baseline achieved an area under receiver operating characteristic curve (AUROC) of 0.95 (95%CI: 0.84-0.99) with 90.0% sensitivity and 87.0% specificity for detecting recurrent adenoma. Combination of m3, Fn and Ch at follow-up sample achieved AUROC of 0.74 (95%CI: 0.65-0.82) with 81.3% sensitivity and 55.4% specificity for detecting recurrent adenoma. FIT showed limited sensitivity (8.3%) in detecting recurrent adenomas.Our combinations of faecal microbiome gene markers can be potentially useful non-invasive tools for detecting adenoma recurrence.

Supplementary Figure 1. Screening of TTPAL by whole genome sequencing and TTPAL amplification validation in CRC. Supplementary Figure 2. TTPAL effects on signaling pathway. Supplementary Figure 3. TRIP6 was highly expressed in CRC. Supplementary Figure 4. TRIP6 showed oncogenic function in CRC. Supplementary Figure 5. MAGI1 showed tumor suppressor function in CRC.

Supplementary Figure legends

DUSP5P1 promotes GC cell proliferation in vitro.

Supplementary Table S1. Clinical characteristics of healthy subjects and colorectal cancer patients; Supplementary Table S2. Bacterial marker candidates identified by metagenome sequencing; Supplementary Table S3. Primers and probes used in this study; Supplementary Table S4. Abundances of m1704941 (gene maker level, 99.13% identity) and F. nucleatum (species level) in fecal samples of CRC patients by metagenome sequencing; Supplementary Table S5. Abundances of bacterial candidates in fecal samples of CRC patients and healthy control subjects; Supplementary Table S6. Bivariate correlation analysis showing the correlation between bacterial candidates and CRC patients; Supplementary Table S7. The occurrence rates of bacterial candidates in fecal samples of CRC patients and healthy control subjects; Supplementary Table S8. Pairwise comparison of ROC curves; Supplementary Table S9. Correlations of bacterial abundance, FIT with CRC diagnosis and staging; Supplementary Table S11. Combining bacterial markers and FIT in diagnosing CRC.

Purpose: Gut microbiota have been implicated in the development of colorectal cancer. We evaluated the utility of fecal bacterial marker candidates identified by our metagenome sequencing analysis for colorectal cancer diagnosis.Experimental Design: Subjects (total 439; 203 colorectal cancer and 236 healthy subjects) from two independent Asian cohorts were included. Probe-based duplex quantitative PCR (qPCR) assays were established for the quantification of bacterial marker candidates.Results: Candidates identified by metagenome sequencing, including Fusobacterium nucleatum (Fn), Bacteroides clarus (Bc), Roseburia intestinalis (Ri), Clostridium hathewayi (Ch), and one undefined species (labeled as m7), were examined in fecal samples of 203 colorectal cancer patients and 236 healthy controls by duplex-qPCR. Strong positive correlations were demonstrated between the quantification of each candidate by our qPCR assays and metagenomics approach (r = 0.801–0.934, all P < 0.0001). Fn was significantly more abundant in colorectal cancer than controls (P < 0.0001), with AUROC of 0.868 (P < 0.0001). At the best cut-off value maximizing sum of sensitivity and specificity, Fn discriminated colorectal cancer from controls with a sensitivity of 77.7%, and specificity of 79.5% in cohort I. A simple linear combination of four bacteria (Fn + Ch + m7-Bc) showed an improved diagnostic ability compared with Fn alone (AUROC = 0.886, P < 0.0001) in cohort I. These findings were further confirmed in an independent cohort II. In particular, improved diagnostic performances of Fn alone (sensitivity 92.8%, specificity 79.8%) and four bacteria (sensitivity 92.8%, specificity 81.5%) were achieved in combination with fecal immunochemical testing for the detection of colorectal cancer.Conclusions: Stool-based colorectal cancer–associated bacteria can serve as novel noninvasive diagnostic biomarkers for colorectal cancer. Clin Cancer Res; 23(8); 2061–70. ©2016 AACR.

Supplementary Figure S1. Good consistency in quantification of nusG/F. nucleatum (Fn) was achieved by two experimenters using our convenient platform. Two samples with outlier highlevels of Fn were further excluded so as to show more clearly the good consistency even in samples with relatively low levels of Fn. Abundances of Fn were shown in arbitrary unit; Supplementary Figure S2. Contaminant human DNA had little effect on the new qPCR platform. (A) A representative example of qPCR evaluation of the internal control on a mixture of 10 randomly selected fecal samples added with different concentrations of human DNA. (B) A representative example of duplex qPCR evaluation of the internal control and F. nucleatum on a randomly selected fecal sample added with different concentrations of human DNA; Supplementary Figure S3. Metagenome sequencing data showed that combination with other markers improved the diagnostic ability of Fusobacterium nucleatum (Fn) for colorectal cancer. ROC curves for Fn alone and simple linear combination of all the five selected bacterial marker candidates including Fn, Bacteroides clarus (Bc), Clostridium hathewayi (Ch), one undefined species (labeled as m7), and Roseburia intestinalis (Ri). The best cutoff values that maximize sensitivity and specificity were determined for Fn and 5-markers individually in the metagenome sequencing cohort with 74 CRC patients and 54 controls. AUROC, area under the receiver operating characteristic curve; PPV, positive predictive value; NPV, negative predictive value.

Copy number alterations are crucial for the development of colorectal cancer. Our whole-genome analysis identified tocopherol alpha transfer protein-like (TTPAL) as preferentially amplified in colorectal cancer. Here we demonstrate that frequent copy number gain of TTPAL leads to gene overexpression in colorectal cancer from a Chinese cohort (n = 102), which was further validated by a The Cancer Genome Atlas (TCGA) cohort (n = 376). High expression of TTPAL was significantly associated with shortened survival in patients with colorectal cancer. TTPAL promoted cell viability and clonogenicity, accelerated cell-cycle progression, inhibited cell apoptosis, increased cell migration/invasion ability in vitro, and promoted tumorigenicity and cancer metastasis in vivo. TTPAL significantly activated Wnt signaling and increased β-catenin activation and protein expression of cyclin D1 and c-Myc. Coimmunoprecipitation followed by mass spectrometry identified thyroid receptor–interacting protein 6 (TRIP6) as a direct downstream effector of TTPAL. Depletion of TRIP6 significantly abolished the effects of TTPAL on cell proliferation and Wnt activation. Direct binding of TTPAL with TRIP6 in the cytoplasm inhibited ubiquitin-mediated degradation of TRIP6 and, subsequently, increased levels of TRIP6 displaced β-catenin from the tumor suppressor MAGI1 via competitive binding. This sequence of events allows β-catenin to enter the nucleus and promotes oncogenic Wnt/β-catenin signaling. In conclusion, TTPAL is commonly overexpressed in colorectal cancer due to copy number gain, which promotes colorectal tumorigenesis by activating Wnt/β-catenin signaling via stabilization of TRIP6. TTPAL overexpression may serve as an independent new biomarker for the prognosis of patients with colorectal cancer.Significance:TTPAL, a gene preferentially amplified in colorectal cancer, promotes colon tumorigenesis via activation of the Wnt/β-catenin pathway.

Supplementary methods

Table S1-S13 Table S1. Clinical and pathological characteristics of patients in two cohorts. Table S2. DNA sequences of primers used in this study. Table S3. A list shows the antibodies used. Table S4. Clinicopathologic Features of C8orf76 protein overexpression in GC. Table S5. Univariate cox regression analysis of potential poor prognostic factors for GC patients (protein). Table S6. C8orf76 protein overexpression is an independent poor prognostic factor for GC patients. Table S7. Clinicopathologic Features of C8orf76 DNA amplification in GC. Table S8. Univariate cox regression analysis of potential poor prognostic factors for GC patients (DNA copy number). Table S9. C8orf76 amplification is an independent poor prognostic factor for GC patients. Table S10. The copy number variation of C8orf76 in GC cell lines. Table S11. The sample information of PDO models. Table S12. Annotated TSS of C8orf76 binding peaks by ChIP-sequencing results. Table S13. DUSP5P1 re-expression decreased the expression of DUSPs.

Supplementary Table 1. Antibodies used in this study. Supplementary Table 2. Clinicopathologic features of TTPAL mRNA expression with CRC from Chinese cohort 1and protein expression with CRC from Chinese cohort 2. Supplementary Table 3. The list of potential target genes of TTPAL identified by LC-MS.

Purpose:We identified for the first time that C8orf76 (chromosome 8 open reading frame 76) is preferentially amplified in gastric cancer. We elucidated its role and clinical significance in gastric carcinogenesis.Experimental Design:The clinical impact of C8orf76 was assessed in 592 patients with gastric cancer. The biological function of C8orf76 was studied in vitro, in vivo, and in gastric cancer patient-derived organoid models. C8orf76 downstream effector and pathways were identified by RNA sequencing, chromatin immunoprecipitation sequencing, luciferase reporter, and electrophoretic mobility shift assay.Results:C8orf76 was upregulated in 69.74% and 65.71% of two independent cohorts of gastric cancers and was positively associated with C8orf76 amplification. Multivariate analysis showed that gastric cancer patients with C8orf76 amplification (cohort I, n = 129; cohort II, n = 107) or overexpression (n = 356) had a significantly shortened survival. C8orf76 significantly promoted gastric cancer cell proliferation, cell-cycle transformation, and migration/invasion, but suppressed cell apoptosis. Silencing C8orf76 expression exerted opposite effects in vitro and significantly inhibited xenograft tumor growth, lung metastasis, and liver metastasis in nude mice. Silencing C8orf76 also significantly suppressed the growth of patient-derived organoids. Mechanically, C8orf76 activated MAPK/ERK signaling cascade. C8orf76 directly bound to the promoter region of lncRNA dual specificity phosphatase 5 pseudogene 1 (DUSP5P1) with a binding motif of AGGCTG and activated DUSP5P1 transcription. DUSP5P1 induced MAPK/ERK signaling and promoted gastric tumorigenesis. Knockdown DUSP5P1 abrogated the effect of C8orf76 in activating MAPK/ERK cascade and the tumor-promoting function.Conclusions:C8orf76 directly binds to oncogenic lncRNA DUSP5P1 to induce its expression and activates MAPK signaling. C8orf76 plays a pivotal oncogenic role in gastric carcinogenesis and is an independent prognostic factor for gastric cancer patients.

Supplementary materials and methods

Sugars are an important class of nutrients found in the flowers and fruits of angiosperms (flowering plants). Although T1R2-T1R3 has been identified as the mammalian sweet receptor, some birds rely on a repurposed T1R1-T1R3 savory receptor to sense sugars. Moreover, as the radiation of flowering plants occurred later than the last common ancestor of amniotes, sugar may not have been an important diet item for amniotes early in evolution, raising the question of whether T1R2-T1R3 is a universal sugar sensor or only a mammalian innovation. Here, using brief-access behavioral tests and functional characterization of taste receptors, we demonstrate that the nectar-taking Madagascar giant day gecko (Phelsuma grandis) can sense sugars through the T1R2-T1R3 receptor. These results reveal the existence of T1R2-based sweet taste in a non-avian reptile, which has important implications for our understanding of the evolutionary history of sugar detection in amniotes.

From savory to sweet Seeing a bird eat nectar from a flower is a common sight in our world. The ability to detect sugars, however, is not ancestral in the bird lineage, where most species were carnivorous. Toda et al. looked at receptors within the largest group of birds, the passerines or songbirds, and found that the emergence of sweet detection involved a single shift in a receptor for umami (see the Perspective by Barker). This ancient change facilitated sugar detection not just in nectar feeding birds, but also across the songbird group, and in a way that was different from, though convergent with, that in hummingbirds. Science , abf6505, this issue p. 226 ; see also abj6746, p. 154

Colorectal cancer (CRC) is the second leading cause of cancer-related deaths globally. Nonetheless, with early detection of CRC or its precancerous lesions, mortality, and CRC incidence can be reduced. Although colonoscopy is currently the gold standard for CRC screening and diagnosis, its invasive nature, and troublesome bowel preparation deter patient participation. Therefore, there is a need to expand the use of noninvasive or minimally invasive methods to increase patient compliance.This review summarizes advances in different methods for CRC screening, including stool bacterial and metagenomic markers, fecal proteins, genetic and epigenetic markers in blood and stools, and imaging modalities. The cost-effectiveness of these methods is also discussed. FIT is more cost-effective compared to virtual colonoscopy,Recent evidence has well demonstrated the usefulness of gut microbiome and certain fecal bacterial markers in the noninvasive diagnosis of CRC and its precancerous lesions. Many of the fecal biomarkers, from host cells or the gut environment, show better diagnostic sensitivity than FIT. New screening tests based on these fecal biomarkers can be expected to replace FIT with higher cost-effectiveness in the near future.

The family of trace amine-associated receptors (TAARs) is distantly related to G protein-coupled biogenic aminergic receptors. TAARs are found in the brain as well as in the olfactory epithelium where they detect biogenic amines. However, the functional relationship of receptors from distinct TAAR subfamilies and in different species is still uncertain. Here, we perform a thorough phylogenetic analysis of 702 TAAR-like (TARL) and TAAR sequences from 48 species. We show that a clade of Tarl genes has greatly expanded in lampreys, whereas the other Tarl clade consists of only one or two orthologs in jawed vertebrates and is lost in amniotes. We also identify two small clades of Taar genes in sharks related to the remaining Taar genes in bony vertebrates, which are divided into four major clades. We further identify ligands for 61 orphan TARLs and TAARs from sea lamprey, shark, ray-finned fishes, and mammals, as well as novel ligands for two 5-hydroxytryptamine receptor 4 orthologs, a serotonin receptor subtype closely related to TAARs. Our results reveal a pattern of functional convergence and segregation: TARLs from sea lamprey and bony vertebrate olfactory TAARs underwent independent expansions to function as chemosensory receptors, whereas TARLs from jawed vertebrates retain ancestral response profiles and may have similar functions to TAAR1 in the brain. Overall, our data provide a comprehensive understanding of the evolution and ligand recognition profiles of TAARs and TARLs.

ObjectiveThere is a need for early detection of colorectal cancer (CRC) at precancerous-stage adenoma. Here, we identified novel faecal bacterial markers for diagnosing adenoma.DesignThis study included 1012 subjects (274 CRC, 353 adenoma and 385 controls) from two independent Asian groups. Candidate markers were identified by metagenomics and validated by targeted quantitative PCR.ResultsMetagenomic analysis identified ‘m3’ from a Lachnoclostridium sp., Fusobacterium nucleatum (Fn) and Clostridium hathewayi (Ch) to be significantly enriched in adenoma. Faecal m3 and Fn were significantly increased from normal to adenoma to CRC (pm3 may perform better than Fn in distinguishing adenoma from controls (areas under the receiver operating characteristic curve (AUROCs) m3=0.675 vs Fn=0.620, p=0.09), while Fn performed better in diagnosing CRC (AUROCs Fn=0.862 vs m3=0.741, pm3 and Fn showed sensitivities of 48.3% and 33.8% for adenoma, and 62.1% and 77.8% for CRC, respectively. In a subgroup tested with faecal immunochemical test (FIT; n=642), m3 performed better than FIT in detecting adenoma (sensitivities for non-advanced and advanced adenomas of 44.2% and 50.8% by m3 (specificity=79.6%) vs 0% and 16.1% by FIT (specificity=98.5%)). Combining with FIT improved sensitivity of m3 for advanced adenoma to 56.8%. The combination of m3 with Fn, Ch, Bacteroides clarus and FIT performed best for diagnosing CRC (specificity=81.2% and sensitivity=93.8%).ConclusionThis study identifies a novel bacterial marker m3 for the non-invasive diagnosis of colorectal adenoma.

Copy number alterations are crucial for the development of colorectal cancer. Our whole-genome analysis identified tocopherol alpha transfer protein-like (TTPAL) as preferentially amplified in colorectal cancer. Here we demonstrate that frequent copy number gain of TTPAL leads to gene overexpression in colorectal cancer from a Chinese cohort (n = 102), which was further validated by a The Cancer Genome Atlas (TCGA) cohort (n = 376). High expression of TTPAL was significantly associated with shortened survival in patients with colorectal cancer. TTPAL promoted cell viability and clonogenicity, accelerated cell-cycle progression, inhibited cell apoptosis, increased cell migration/invasion ability in vitro, and promoted tumorigenicity and cancer metastasis in vivo. TTPAL significantly activated Wnt signaling and increased β-catenin activation and protein expression of cyclin D1 and c-Myc. Coimmunoprecipitation followed by mass spectrometry identified thyroid receptor–interacting protein 6 (TRIP6) as a direct downstream effector of TTPAL. Depletion of TRIP6 significantly abolished the effects of TTPAL on cell proliferation and Wnt activation. Direct binding of TTPAL with TRIP6 in the cytoplasm inhibited ubiquitin-mediated degradation of TRIP6 and, subsequently, increased levels of TRIP6 displaced β-catenin from the tumor suppressor MAGI1 via competitive binding. This sequence of events allows β-catenin to enter the nucleus and promotes oncogenic Wnt/β-catenin signaling. In conclusion, TTPAL is commonly overexpressed in colorectal cancer due to copy number gain, which promotes colorectal tumorigenesis by activating Wnt/β-catenin signaling via stabilization of TRIP6. TTPAL overexpression may serve as an independent new biomarker for the prognosis of patients with colorectal cancer. Significance: TTPAL, a gene preferentially amplified in colorectal cancer, promotes colon tumorigenesis via activation of the Wnt/β-catenin pathway.

Gastric cancer (GC) is a highly heterogeneous disease with multiple cellular types and poor prognosis. However, the cellular evolution and molecular basis of GC at the individual intra-tumor level has not been well demonstrated. We performed single-cell whole exome sequencing to detect somatic single-nucleotide variants (SNVs) and significantly mutated genes (SMGs) among 34 tumor cells and 9 normal cells from a patient with GC. The Complete Prediction for Protein Conformation (CPPC) approach directly predicting the folding conformation of the protein 3D structure with Protein Folding Shape Code, combined with functional experiments were used to confirm the characterization of mutated SMGs in GC cells. We identified 201 somatic SNVs, including 117 non-synonymous mutations in GC cells. Further analysis identified 24 significant mutated genes (SMGs) in single cells, for which a single amino acid change might affect protein conformation. Among them, two genes (CDC27 and FLG) that were mutated only in single cells but not in the corresponding tumor tissue, were recurrently present in another GC tissue cohort, and may play a potential role to promote carcinogenesis, as confirmed by functional characterization. Our findings showed a mutational landscape of GC at intra-tumor level for the first time and provided opportunities for understanding the heterogeneity and individualized target therapy for this disease.

Sensory receptors evolve, and changes to their response profiles can directly impact sensory perception and affect diverse behaviors, from mate choice to foraging decisions.

Background and Aim We have previously shown that fecal microbial markers might be useful for non‐invasive diagnosis of colorectal cancer (CRC) and adenoma. Here, we assessed the application of microbial DNA markers, as compared with and in combination with fecal immunochemical test (FIT), in detecting CRC and adenoma in symptomatic patients and asymptomatic subjects. Methods We recruited 676 subjects [210 CRC, 115 advanced adenoma (AA), 86 non‐advanced adenoma, and 265 non‐neoplastic controls], including 241 symptomatic and 435 asymptomatic subjects. Fecal abundances of Fusobacterium nucleatum, a Lachnoclostridium sp. m3, Bacteroides clarus, and Clostridium hathewayi were quantified by quantitative PCR. Combining score of the four microbial markers (4Bac) and diagnostic prediction were determined using our previously established scoring model and cutoff values and FIT with a cutoff of 100 ng Hb/mL. Results 4Bac detected similar percentages of CRC [85.3% (95%CI: 79.2–90.2%) vs 84.9% (68.1–94.9%)] and AA [35.7% (12.8–64.9%) vs 38.6% (29.1–48.8%)], while FIT detected more CRC [72.1% (63.7–79.4%) vs 66.7% (48.2–82.0%)] and AA [28.6% (8.4–58.1%) vs 16.8% (10.1–25.6%)], in symptomatic vs asymptomatic subjects, respectively. Focusing on the asymptomatic cohort, 4Bac was more sensitive for diagnosing CRC and AA than FIT (P

BackgroundCoronavirus disease 2019 (COVID-19) has surprised the world since the beginning of 2020, and the rapid growth of COVID-19 is beyond the capability of doctors and hospitals that could deal in many areas. The chest computed tomography (CT) could be served as an effective tool in detection of COVID-19. It is valuable to develop automatic detection of COVID-19.Materials and MethodsThe collected dataset consisted of 1042 chest CT images (including 521 COVID-19, 397 healthy, 76 bacterial pneumonia and 48 SARS) obtained by exhaustively searching available data on the Internet. Then, these data are divided into three sets, referred to training set, validation set and testing set. Sixteen data augmentation operations are designed to enrich the training set in deep learning training phase. Multiple experiments were conducted to analyze the performance of the model in the detection of COVID-19 both in case of no noisy labels and noisy labels. The performance was assessed by the area under the receiver operating characteristic (AUC), sensitivity, specificity and accuracy.ResultsThe data augmentation operations on the training set are effective for improvement of the model performance. The area under the receiver operating characteristic curve is 0.9689 with (95% CI: 0.9308, 1) in case of no noisy labels for the classification of COVID-19 from heathy subject, while the per-exam sensitivity, specificity and accuracy for detecting COVID-19 in the independent testing set are 90.52%, 91.58% and 91.21%, respectively. In the classification of COVID-19 from other hybrid cases, the average AUC of the proposed model is 0.9222 with (95%CI: 0.8418, 1) if there are no noisy labels. The model is also robust when part of the training samples is marked incorrectly. The average AUC is 92.23% in the case of noisy labels of 10% in the training set.ConclusionA deep learning model with insufficient samples can be developed by using data augmentation in assisting medical workers in making quick and correct diagnosis of COVID-19.

The underlining mechanisms of dietary cholesterol and nonalcoholic steatohepatitis (NASH) in contributing to hepatocellular carcinoma (HCC) remain undefined. Here we demonstrated that high-fat-non-cholesterol-fed mice developed simple steatosis, whilst high-fat-high-cholesterol-fed mice developed NASH. Moreover, dietary cholesterol induced larger and more numerous NASH-HCCs than non-cholesterol-induced steatosis-HCCs in diethylnitrosamine-treated mice. NASH-HCCs displayed significantly more aberrant gene expression-enriched signaling pathways and more non-synonymous somatic mutations than steatosis-HCCs (335 ± 84/sample vs 43 ± 13/sample). Integrated genetic and expressional alterations in NASH-HCCs affected distinct genes pertinent to five pathways: calcium, insulin, cell adhesion, axon guidance and metabolism. Some of the novel aberrant gene expression, mutations and core oncogenic pathways identified in cholesterol-associated NASH-HCCs in mice were confirmed in human NASH-HCCs, which included metabolism-related genes (ALDH18A1, CAD, CHKA, POLD4, PSPH and SQLE) and recurrently mutated genes (RYR1, MTOR, SDK1, CACNA1H and RYR2). These findings add insights into the link of cholesterol to NASH and NASH-HCC and provide potential therapeutic targets., Nonalcoholic steatohepatitis (NASH) and dietary cholesterol are risk factors for hepatocellular carcinoma (HCC). Here, the authors utilise mouse models to show that dietary cholesterol induces NASH by deregulating genes involved in metabolism, inflammation and calcium signaling to induce NASH-HCC.

// Jing Ma 1, * , Jianhui Li 2, * , Yiming Hao 1, * , Yongzhan Nie 1 , Zengshan Li 1, 3 , Meirui Qian 1 , Qiaoyi Liang 4 , Jun Yu 4 , Musheng Zeng 5 and Kaichun Wu 1 1 Fourth Military Medical University, State Key Laboratory of Cancer Biology & Institute of Digestive Diseases, Xijing Hospital, Xi'an, Shaanxi, China 2 Department of Infectious Diseases, Tangdu Hospital Affiliated to the Fourth Military Medical University, Xi'an, Shaanxi, China 3 The Pathology Department, Fourth Military Medical University, Xi'an, Shaanxi, China 4 Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, The Chinese University of Hong Kong, Hong Kong, China and The Chinese University of Hong Kong Shenzhen Research Institute, Shenzhen, Guangdong, China 5 State Key Laboratory of Oncology in South China, Collaborative Innovation Center for Cancer Medicine, Department of Experimental Research, Sun Yat-sen University Cancer Center, Guangzhou, Guangdong, China * These authors have contributed equally to this work Correspondence to: Kaichun Wu, email: kaicwu@fmmu.edu.cn Keywords: gastric cancer, tumor microenvironment, Epstein-Barr virus, tumor-infiltrating lymphocytes, immune checkpoint Received: November 14, 2016 Accepted: March 01, 2017 Published: May 16, 2017 ABSTRACT Epstein-Barr virus-associated gastric cancer (EBVaGC) has been proposed to be a distinct subtype with a specific immune microenvironment. Here, we evaluated tumor-infiltrating T-cell subsets and the expression of programmed cell death protein 1 (PD-1) and programmed death-ligand 1 (PD-L1) in 571 gastric cancers (GCs). Tissue microarrays were stained using EBER in situ hybridization for EBV and using immunohistochemistry for CD4, CD8, Foxp3, PD-1 and PD-L1. GCs were categorized into four types based on CD8 + infiltration and PD-L1 expression. The 5-year overall survival (OS) was evaluated according to EBV infection, T-cell subsets, PD-1 and PD-L1 expression and immune types. Thirty-two (5.3%) EBVaGCs were identified, which were more prevalent for CD8 + (p

Purpose: Gut microbiota have been implicated in the development of colorectal cancer. We evaluated the utility of fecal bacterial marker candidates identified by our metagenome sequencing analysis for colorectal cancer diagnosis. Experimental Design: Subjects (total 439; 203 colorectal cancer and 236 healthy subjects) from two independent Asian cohorts were included. Probe-based duplex quantitative PCR (qPCR) assays were established for the quantification of bacterial marker candidates. Results: Candidates identified by metagenome sequencing, including Fusobacterium nucleatum (Fn), Bacteroides clarus (Bc), Roseburia intestinalis (Ri), Clostridium hathewayi (Ch), and one undefined species (labeled as m7), were examined in fecal samples of 203 colorectal cancer patients and 236 healthy controls by duplex-qPCR. Strong positive correlations were demonstrated between the quantification of each candidate by our qPCR assays and metagenomics approach (r = 0.801–0.934, all P < 0.0001). Fn was significantly more abundant in colorectal cancer than controls (P < 0.0001), with AUROC of 0.868 (P < 0.0001). At the best cut-off value maximizing sum of sensitivity and specificity, Fn discriminated colorectal cancer from controls with a sensitivity of 77.7%, and specificity of 79.5% in cohort I. A simple linear combination of four bacteria (Fn + Ch + m7-Bc) showed an improved diagnostic ability compared with Fn alone (AUROC = 0.886, P < 0.0001) in cohort I. These findings were further confirmed in an independent cohort II. In particular, improved diagnostic performances of Fn alone (sensitivity 92.8%, specificity 79.8%) and four bacteria (sensitivity 92.8%, specificity 81.5%) were achieved in combination with fecal immunochemical testing for the detection of colorectal cancer. Conclusions: Stool-based colorectal cancer–associated bacteria can serve as novel noninvasive diagnostic biomarkers for colorectal cancer. Clin Cancer Res; 23(8); 2061–70. ©2016 AACR.

Objective There is a need for early detection of colorectal cancer (CRC) at precancerous-stage adenoma. Here, we identified novel faecal bacterial markers for diagnosing adenoma. Design This study included 1012 subjects (274 CRC, 353 adenoma and 385 controls) from two independent Asian groups. Candidate markers were identified by metagenomics and validated by targeted quantitative PCR. Results Metagenomic analysis identified ‘m3’ from a Lachnoclostridium sp., Fusobacterium nucleatum (Fn) and Clostridium hathewayi (Ch) to be significantly enriched in adenoma. Faecal m3 and Fn were significantly increased from normal to adenoma to CRC (p

Background and Aims By integrative genomics analysis, we identified gamma-glutamyltransferase 7 (GGT7) to be frequently downregulated by promoter hypermethylation in gastric cancer. However, the role of GGT7 is largely unknown. This study elucidated the functional roles, molecular mechanism and clinical significance of GGT7 in gastric carcinogenesis. Methods The biological function of GGT7 was studied in vitro and in vivo. Downstream effectors and pathways were elucidated by co-immunoprecipitation (co-IP) followed by mass spectrometry and RNA-sequencing. Results GGT7 expression was frequently downregulated by promoter methylation as shown by bisulfite genomic sequencing in gastric cancer cells, which could be restored by demethylation treatment. GGT7 methylation was inversely correlated with its mRNA expression in primary gastric tumors of TCGA cohort (n=221, r=-0.686, P Conclusions GGT7 plays a pivotal tumor-suppressing role in gastric carcinogenesis by direct binding with RAB7 to further induce mitophagy and inhibit ROS and MAPK cascades. GGT7 expression in adjacent non-tumor tissues serves as an independent prognostic factor for gastric cancer patients.

// Fang Han 1, * , Li-ping Sun 1, * , Shuang Liu 1 , Qian Xu 1 , Qiao-yi Liang 2 , Zhe Zhang 3 , Hai-chao Cao 3 , Jun Yu 2 , Dai-ming Fan 3 , Yong-zhan Nie 3 , Kai-chun Wu 3 , Yuan Yuan 1 1 Tumor Etiology and Screening Department of Cancer Institute and General Surgery, The First Affiliated Hospital of China Medical University, and Key Laboratory of Cancer Etiology and Prevention (China Medical University), Liaoning Provincial Education Department, Shenyang, Liaoning, China 2 Institute of Digestive Disease and Department of Medicine and Therapeutics, State Key Laboratory of Digestive Disease, Li Ka Shing Institute of Health Sciences, CUHK Shenzhen Research Institute, The Chinese University of Hong Kong, Hong Kong 3 State Key Laboratory of Cancer Biology and Xijing Hospital of Digestive Diseases, Xijing Hospital, Fourth Military Medical University, Xi'an, Shanxi, China * These authors have contributed equally to this work Correspondence to: Yuan Yuan, e-mail: yyuan@mail.cmu.edu.cn Kai-chun Wu, e-mail: kaicwu@fmmu.edu.cn Keywords: gastric cancer, atrophic gastritis, bisulfite genomic sequencing, CpG islands, methylation Received: October 17, 2015 Accepted: March 06, 2016 Published: April 01, 2016 ABSTRACT Promoter methylation (PM) of RING-finger protein ( RNF ) 180 affects gastric cancer (GC) prognosis, but its association with risk of GC or atrophic gastritis (AG) is unclear. We investigated relationships between RNF180 PM and GC or AG, and the effects of Helicobactor pylori (H.pylori) infection on RNF180 PM. This study included 513 subjects (159 with GC, 186 with AG, and 168 healthy controls [CON]) for RNF180 PM analysis, and another 55 GC patients for RNF180 gene expression analysis. Methylation was quantified using average methylation rates (AMR), methylated CpG site counts (MSC) and hypermethylated CpG site counts (HSC). RNF180 promoter AMR and MSC increased with disease severity. Optimal cut-offs were GC + AG: AMR > 0.153, MSC > 4 or HSC > 1; GC: AMR > 0.316, MSC > 15 and HSC > 6. Hypermethylation at 5 CpG sites differed significantly between GC/AG and CON groups, and was more common in GC patients than AG and CON groups for 2 other CpG sites. The expression of RNF180 mRNA levels in tumor were significantly lower than those in non-tumor, with the same as in hypermethylation than hypomethylation group. H.pylori infection increased methylation in normal tissue or mild gastritis, and increased hypermethylation risk at 3 CpG sites in AG. In conclusion, higher AMR, MSC and HSC levels could identify AG + GC or GC. Some RNF180 promoter CpG sites could identify precancerous or early-stage GC. H.pylori affects RNF180 PM in normal tissue or mild gastritis, and increases hypermethylation in 3 CpG sites in AG.

Purpose: We identified for the first time that C8orf76 (chromosome 8 open reading frame 76) is preferentially amplified in gastric cancer. We elucidated its role and clinical significance in gastric carcinogenesis. Experimental Design: The clinical impact of C8orf76 was assessed in 592 patients with gastric cancer. The biological function of C8orf76 was studied in vitro, in vivo, and in gastric cancer patient-derived organoid models. C8orf76 downstream effector and pathways were identified by RNA sequencing, chromatin immunoprecipitation sequencing, luciferase reporter, and electrophoretic mobility shift assay. Results: C8orf76 was upregulated in 69.74% and 65.71% of two independent cohorts of gastric cancers and was positively associated with C8orf76 amplification. Multivariate analysis showed that gastric cancer patients with C8orf76 amplification (cohort I, n = 129; cohort II, n = 107) or overexpression (n = 356) had a significantly shortened survival. C8orf76 significantly promoted gastric cancer cell proliferation, cell-cycle transformation, and migration/invasion, but suppressed cell apoptosis. Silencing C8orf76 expression exerted opposite effects in vitro and significantly inhibited xenograft tumor growth, lung metastasis, and liver metastasis in nude mice. Silencing C8orf76 also significantly suppressed the growth of patient-derived organoids. Mechanically, C8orf76 activated MAPK/ERK signaling cascade. C8orf76 directly bound to the promoter region of lncRNA dual specificity phosphatase 5 pseudogene 1 (DUSP5P1) with a binding motif of AGGCTG and activated DUSP5P1 transcription. DUSP5P1 induced MAPK/ERK signaling and promoted gastric tumorigenesis. Knockdown DUSP5P1 abrogated the effect of C8orf76 in activating MAPK/ERK cascade and the tumor-promoting function. Conclusions: C8orf76 directly binds to oncogenic lncRNA DUSP5P1 to induce its expression and activates MAPK signaling. C8orf76 plays a pivotal oncogenic role in gastric carcinogenesis and is an independent prognostic factor for gastric cancer patients.

The Ras association domain family (RASSF) encodes several members with tumor-suppressive potentials. We aimed to investigate the biological function and clinical implication of RASSF10 in gastric cancer (GC). We found that RASSF10 was silenced in six of seven GC cell lines and in primary GC tissues, but was highly expressed in normal gastric tissues. The silence of RASSAF10 was mediated by promoter methylation as evaluated by bisulfite genomic sequencing. RASSF10 expression could be restored by demethylation treatment. A negative correlation between methylation and mRNA expression of RASSF10 was observed in 223 gastric samples of The Cancer Genome Atlas study (P

Background Using the promoter methylation assay, we have shown that MDGA2 (MAM domain containing glycosylphosphatidylinositol anchor 2) is preferentially methylated in gastric cancer. We analysed its biological effects and prognostic significance in gastric cancer. Methods MDGA2 methylation status was evaluated by combined bisulfite restriction analysis and bisulfite genomic sequencing. The effects of MDGA2 re-expression or knockdown on cell proliferation, apoptosis and the cell cycle were determined. MDGA2 interacting protein was identified by mass spectrometry and MDGA2-related cancer pathways by reporter activity and PCR array analyses. The clinical impact of MDGA2 was assessed in 218 patients with gastric cancer. Results MDGA2 was commonly silenced in gastric cancer cells (10/11) and primary gastric cancers due to promoter hypermethylation. MDGA2 significantly inhibited cell proliferation by causing G1–S cell cycle arrest and inducing cell apoptosis in vitro, and suppressed xenograft tumour growth in both subcutaneous and orthotopic xenograft mouse models (both p