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1.
J Affect Disord ; 329: 96-104, 2023 05 15.
Article in English | MEDLINE | ID: mdl-36841307

ABSTRACT

BACKGROUND: Exercise can efficiently reduce the symptoms of major depression disorder (MDD). This study aims to examine the efficacy and acceptability of supervised group exercise intervention among patients in an acute phase of mild to moderate MDD. METHODS: We enrolled patients in the psychiatric clinic of Beijing Anding Hospital affiliated to Capital Medical University in a prospective, single-arm objective performance criteria (OPC) trial. A total of 40 adults aged 18-50 who had a diagnosis of an episode of depression and the 17-item Hamilton Rating Scale for Depression (HRSD-17) score of 7-20 were recruited. Supervised exercise group intervention was applied on participants with a new episode of mild to moderate depression 3 times a week for 8 weeks without any other treatment. Every exercise session should meet the standard of moderate intensity, defined as approximately equal to 50 %-80 % of the maximal heart rate for 150 min every week. The primary end point was the clinical response at week 8, defined as a 50 % reduction in the baseline HRSD-17 score. Meanwhile, the secondary end points included the acceptability of the supervised group exercise intervention for both patients and investigators, remission rate (defined as an HRSD-17 score of 7 or less), the change of Patient Health Questionnaire (PHQ-9) and the Quality of Life, Enjoyment and Satisfaction Questionnaire-Short Form (Q-LES-Q-SF). RESULTS: Among the 46 screened patients, 40 were enrolled. Of them, 4 people dropped out, while 36 received all the planned sessions of the supervised group exercise therapy and completed the week-8 assessment. At week 8, the response rate was 89 % (95 % confidence interval [CI] 74 % to 97 %) and the remission rate was 83 % (95%CI 67 % to 94 %). The overall acceptance of the supervised group exercise based on the VAS score (range 0-10) was 9.19 ± 1.27 for patients and 9.67 ± 0.62 for investigators. The least-squares mean (±SE) change from baseline at week 8 was-9.99 in the PHQ-9 score and 25.15 in the Q-LES-Q-SF score. No serious adverse events were reported during this trial. The percentage of any adverse event was 5 %. CONCLUSION: Supervised group exercise intervention is effective in patients with acute mild to moderate MDD and has good acceptance rate among both patients and investigators.


Subject(s)
Depressive Disorder, Major , Adult , Humans , Depressive Disorder, Major/psychology , Quality of Life/psychology , Prospective Studies , Feasibility Studies , Surveys and Questionnaires
2.
Theranostics ; 12(11): 5138-5154, 2022.
Article in English | MEDLINE | ID: mdl-35836817

ABSTRACT

KRAS mutation is the most frequent oncogenic aberration in colorectal cancer (CRC). The molecular mechanism and clinical implications of KRAS mutation in CRC remain unclear and show high heterogeneity within these tumors. Methods: We harnessed the multi-omics data (genomic, transcriptomic, proteomic, and phosphoproteomic etc.) of KRAS-mutant CRC tumors and performed unsupervised clustering to identify proteomics-based subgroups and molecular characterization. Results: In-depth analysis of the tumor microenvironment by single-cell transcriptomic revealed the cellular landscape of KRAS-mutant CRC tumors and identified the specific cell subsets with KRAS mutation. Integrated multi-omics analyses separated the KRAS-mutant tumors into two distinct molecular subtypes, termed KRAS-M1 (KM1) and KRAS-M2 (KM2). The two subtypes had a similar distribution of mutated residues in KRAS (G12D/V/C etc.) but were characterized by distinct features in terms of prognosis, genetic alterations, microenvironment dysregulation, biological phenotype, and potential therapeutic approaches. Proteogenomic analyses revealed that the EMT, TGF-ß and angiogenesis pathways were enriched in the KM2 subtype and that the KM2 subtype was associated with the mesenchymal phenotype-related CMS4 subtype, which indicated stromal invasion and worse prognosis. The KM1 subtype was characterized predominantly by activation of the cell cycle, E2F and RNA transcription and was associated with the chromosomal instability (CIN)-related ProS-E proteomic subtype, which suggested cyclin-dependent features and better survival outcomes. Moreover, drug sensitivity analyses based on three compound databases revealed subgroup-specific agents for KM1 and KM2 tumors. Conclusions: This study clarifies the molecular heterogeneity of KRAS-mutant CRC and reveals new biological subtypes and therapeutic possibilities for these tumors.


Subject(s)
Colorectal Neoplasms , Proto-Oncogene Proteins p21(ras) , Biomarkers, Tumor/genetics , Colorectal Neoplasms/pathology , Genes, ras , Humans , Mutation , Proteomics , Proto-Oncogene Proteins p21(ras)/genetics , Proto-Oncogene Proteins p21(ras)/metabolism , Tumor Microenvironment/genetics
3.
JCI Insight ; 7(12)2022 06 22.
Article in English | MEDLINE | ID: mdl-35511432

ABSTRACT

Recent studies highlighted the clinicopathologic importance of the tumor microenvironment (TME) in delineating molecular attributes and therapeutic potentials. However, the overall TME cell infiltration landscape in nonsquamous non-small cell lung cancer (NSCLC) has not been comprehensively characterized. In this study, we used consensus non-negative matrix factorization molecular subtyping to determine TME cell infiltration patterns and identified 3 TME clusters (TME-C1, -C2, -C3) characterized by distinct clinicopathologic features, infiltrating cells, and biological processes. Proteomics analyses revealed that cyclic GMP-AMP-stimulator of interferon genes immune signaling-mediated protein and phosphorylation levels were significantly upregulated in inflammation-related TME-C2 clusters. The score extracted from the TME-related signature (TMEsig-score) divided patients with NSCLC into high- and low-score subgroups, where a high score was associated with favorable prognosis and immune infiltration. The genomic landscape revealed that patients with low TMEsig-score harbored more somatic copy number alterations and higher mutation frequency of driver genes involving STK11, KEAP1, SMARCA4, and others. Drug sensitivity analyses suggested that tumors with high TMEsig-score were responsible for favorable clinical response to immune checkpoint inhibitor treatment. In summary, this study highlights that comprehensive recognizing of the TME cell infiltration landscape will contribute to enhancing our understanding of TME immune regulation and promote effectiveness of precision biotherapy strategies.


Subject(s)
Carcinoma, Non-Small-Cell Lung , Lung Neoplasms , Carcinoma, Non-Small-Cell Lung/drug therapy , Carcinoma, Non-Small-Cell Lung/genetics , DNA Helicases , Humans , Kelch-Like ECH-Associated Protein 1 , Lung Neoplasms/drug therapy , Lung Neoplasms/genetics , NF-E2-Related Factor 2 , Nuclear Proteins , Transcription Factors , Tumor Microenvironment
4.
Theranostics ; 11(5): 2201-2217, 2021.
Article in English | MEDLINE | ID: mdl-33500720

ABSTRACT

Recent studies have highlighted the biological significance of RNA N6-methyladenosine (m6A) modification in tumorigenicity and progression. However, it remains unclear whether m6A modifications also have potential roles in immune regulation and tumor microenvironment (TME) formation. Methods: In this study, we curated 23 m6A regulators and performed consensus molecular subtyping with NMF algorithm to determine m6A modification patterns and the m6A-related gene signature in colon cancer (CC). The ssGSEA and CIBERSORT algorithms were employed to quantify the relative infiltration levels of various immune cell subsets. An PCA algorithm based m6Sig scoring scheme was used to evaluate the m6A modification patterns of individual tumors with an immune response. Results: Three distinct m6A modification patterns were identified among 1307 CC samples, which were also associated with different clinical outcomes and biological pathways. The TME characterization revealed that the identified m6A patterns were highly consistent with three known immune profiles: immune-inflamed, immune-excluded, and immune-desert, respectively. Based on the m6Sig score, which was extracted from the m6A-related signature genes, CC patients can be divided into high and low score subgroups. Patients with lower m6Sig score was characterized by prolonged survival time and enhanced immune infiltration. Further analysis indicated that lower m6Sig score also correlated with greater tumor mutation loads, PD-L1 expression, and higher mutation rates in SMGs (e.g., PIK3CA and SMAD4). In addition, patients with lower m6Sig scores showed a better immune responses and durable clinical benefits in three independent immunotherapy cohorts. Conclusions: This study highlights that m6A modification is significantly associated with TME diversity and complexity. Quantitatively evaluating the m6A modification patterns of individual tumors will strengthen our understanding of TME characteristics and promote more effective immunotherapy strategies.


Subject(s)
Adenosine/analogs & derivatives , Biomarkers, Tumor/genetics , Colonic Neoplasms/immunology , DNA Methylation , Gene Expression Regulation, Neoplastic , Lymphocytes, Tumor-Infiltrating/immunology , Tumor Microenvironment/immunology , Adenosine/chemistry , Biomarkers, Tumor/immunology , Colonic Neoplasms/drug therapy , Colonic Neoplasms/genetics , Colonic Neoplasms/pathology , Humans , Transcriptome
5.
Mol Ther Nucleic Acids ; 23: 89-100, 2021 Mar 05.
Article in English | MEDLINE | ID: mdl-33335795

ABSTRACT

Immune checkpoint inhibitor (ICI) therapy has achieved remarkable clinical benefit in melanoma and non-small cell lung cancer (NSCLC). Tumor mutational signatures are the fingerprints of endogenous and exogenous factors that have acted throughout tumorigenesis and heterogeneity; however, their association with immune response in ICI-treated samples remains unclear. Here, we leveraged whole-exome sequencing (WES)-based mutational profiles combined with clinicopathologic characteristics from melanoma and NSCLC datasets to examine whether tumor genomic features contribute to clinical benefit of ICI treatment. Mutational data acquired from targeted next-generation sequencing (NGS) assays (MSK-IMPACT panels) were also employed for further corroboration. A mutational signature (known as age-related clock-like processing) characterized by enrichment of C>T mutations at NpCpG trinucleotides were identified to be associated with a worse prognosis and lower tumor mutation load (TML) in both WES and targeted NGS immunotherapy cohorts. We also analyzed gene transcriptomic profiles and identified immune regulation-related gene pathways that were significantly altered in samples with different clock-like signature grouping. Leucocyte subset analysis further revealed that clock-like signature was associated with the reduction of cytotoxic cell infiltration and elevation of regulatory T cells. Overall, our work re-annotated that the age-related clock-like signature was associated with worse prognosis and lower immune activity, offering opportunities to stratify patients into optimal immunotherapy plans based on genomic subtyping.

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