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1.
Eur J Oncol Nurs ; 71: 102625, 2024 May 27.
Artigo em Inglês | MEDLINE | ID: mdl-38897104

RESUMO

OBJECTIVE: Explore the preliminary effects of a breathing exercise (BE) intervention on chronic pain among breast cancer survivors. METHODS: This two-parallel-arm, open-label pilot randomized controlled trial recruited 72 breast cancer survivors who were randomly allocated to either the control or intervention group (n = 36 each). Both groups received usual care and a pain information booklet, while the intervention group received 4 weeks of additional BE. The primary clinical outcome was measured using the Brief Pain Inventory (BPI), with secondary clinical outcomes measured by the Hospital Anxiety and Depression Scale (HADS), Quality of Life Patient/Cancer Survivor Version in Chinese (QOLCSV-C), and Functional Assessment of Cancer Therapy- Breast (FACT-B) immediately post-intervention and at 4-week follow-up. Both adjusted and unadjusted Generalized Estimating Equation models were utilized to assess the BE's potential effects, with safety assessed through participant self-report. RESULTS: Sixty-eight participants completed the study. Statistical significance was observed in BPI in both adjusted and unadjusted models at post-intervention and follow-up (p < 0.05). BE demonstrated positive effects on anxiety, depression and quality of life improvement across all measures and timepoints in both adjusted and unadjusted models (p < 0.05). The effect sizes were smaller in the adjusted model. Three mild transient discomforts were reported associated with BE practice including dizziness, tiredness and yawning, without requirement of medical treatment. No severe adverse events occurred. CONCLUSION: This BE intervention appears effective in alleviating chronic pain, anxiety and depression, and improving quality of life for breast cancer survivors. Fully powered large-scale studies are required to confirm its effects.

2.
Asia Pac J Oncol Nurs ; 10(8): 100255, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37519402

RESUMO

Objective: To validate the Chinese version of the Quality of Life (QoL) Patient/Cancer Survivor Version (QOLCSV-C) for measuring QoL in Chinese cancer survivors. Methods: The study followed a seven-step research practice guideline for cross-cultural research instrument validation study including translation, adaptation, and psychometric assessment. A forward- and backward-translation procedure was approached, followed by cultural adaptation and acceptability assessment. For its psychometric properties, its concurrent validity with the Functional Assessment of Cancer Therapy-General (FACT-G) was examined with correlation analysis. The internal consistency (Cronbach's alpha) and item-total and item-subtotal correlations of the QOLCSV-C were obtained. Factor analyses were conducted. Floor and ceiling effects and the discriminant performance of the selected variables on QOLCSV-C score were also examined. Results: The QOLCSV-C was translated from the 41-item QOLCSV with four domains: psychological, physical, spiritual and social well-being. The content validity was excellent (CVI â€‹= â€‹1.00). Time spent to complete the QOLCSV-C was about 10 â€‹min. The QOLCSV-C was found easy to use, appropriate in length, and reflective of their QoL. The strong correlation between QOLCSV-C and FACT-G indicates a satisfactory concurrent validity (Spearman's rho â€‹= â€‹0.765, P â€‹< â€‹0.001, n â€‹= â€‹205). The overall internal consistency of the QOLCSV-C (Cronbach's alpha â€‹= â€‹0.888) and the split-half reliability (Spearman-Brown r â€‹= â€‹0.918) were excellent. Most of the items show moderate to strong item-total correlation. The exploratory factor analysis revealed a four-factor solution, and confirmatory factor analysis has a satisfactory model fit with indicative items. None of the total scores of QOLCSV-C reveal the floor or ceiling effect. For discriminant performance, variables demonstrating significant between-group differences include sleep quality, pain, fatigue, nausea, physical health, and financial burden. Conclusions: The QOLCSV-C is a reliable and valid instrument for measuring the QoL in Chinese cancer survivors. Future studies can explore the factor structure, gender universal or specific items, and significant predictors of QoL of cancer survivors in different cultures.

3.
Pain Manag Nurs ; 24(3): 357-364, 2023 06.
Artigo em Inglês | MEDLINE | ID: mdl-36400655

RESUMO

BACKGROUND: Breathing exercise has been utilized as a promising approach to pain management in cancer survivors. However, the development process of the breathing exercise intervention protocol was rarely reported. AIM: To develop an evidence-based breathing exercise intervention protocol for chronic pain management in breast cancer survivors and to provide a detailed account of the intervention development process. METHODS: The study design was guided by the Medical Research Council Framework for Developing and Evaluating Complex Intervention. The breathing exercise intervention development process adopted phase one of the Medical Research Council Framework for Developing and Evaluating Complex Intervention framework. The content validity index was applied to determine the consensus of the appropriateness of the breathing exercise intervention protocol among the panel experts. RESULTS: The preliminary breathing exercise intervention protocol was developed based on fight-or-flight theory and vagus nerve theory, and the best available research evidence identified from seven systematic reviews, three clinical trials, and four practice recommendations. The breathing exercise intervention was designed as slow deep pursed-lip breathing with a time ratio of inspiration to expiration 1:2-3. The intensity of the breathing exercise was determined as 3 to 5 sessions a day, 5 minutes per session, for 4 weeks. The content validity of the breathing exercise intervention protocol was excellent as consensus was achieved among all panel experts with both the item-level and scale-level CVIs reaching 1.0. CONCLUSIONS: This study developed an evidence-based breathing exercise intervention protocol for chronic pain management in breast cancer survivors. The protocol is well-supported by the relevant theories, research evidence, practice recommendations, and experts' consensus.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Humanos , Feminino , Manejo da Dor , Neoplasias da Mama/complicações , Exercícios Respiratórios , Terapia por Exercício/métodos
4.
BMJ Open ; 12(12): e064358, 2022 12 14.
Artigo em Inglês | MEDLINE | ID: mdl-36517097

RESUMO

INTRODUCTION: Chronic pain is a common symptom significantly affecting the quality of life of breast cancer survivors. Despite the achievement of pharmacological interventions, the barriers associated with this approach such as inaccessibility, misuse and side effects drive research into effective non-pharmacological interventions to improve chronic pain management, quality of life, anxiety and depression. Breathing exercise (BE) can be a promising option, but research evidence is sparse. This pilot study aims to examine the feasibility and preliminary effect of using an evidence-based BE intervention for chronic pain management in breast cancer survivors. METHOD AND ANALYSIS: This study will be a two-parallel-arm, open-labelled, phase II randomised controlled trial with 1:1 allocation. Seventy-two participants will be recruited from a tertiary hospital in China and randomly allocated to either a BE intervention group (n=36) or a control group (n=36). The participants in the intervention group will receive the usual care, a pain information booklet and a 4-week self-administered BE intervention; the participants in the control group will receive the usual care and the pain information booklet only. The assessment will be conducted at three time points: baseline (week 0), immediately after the intervention completion (week 5) and 4 weeks after the intervention completion (week 9). The primary outcomes will be the acceptability and feasibility assessment of the study protocol and methodological procedures. The secondary outcomes will be the effects of BE on pain, quality of life, anxiety and depression in breast cancer survivors. Descriptive statistics will be applied to present the primary outcomes and the Generalised Estimating Equation Model will be utilised to analyse the clinical outcomes. ETHICS AND DISSEMINATION: This study has received ethical approvals from the Human Research Ethics Committee at Charles Darwin University (H21089) and the Clinical Trial Ethics Committee at the Affiliated Hospital of Southwest Medical University (KY2022107). Findings from this study will be presented at academic conferences and submitted to peer-reviewed journals for publication. TRIAL REGISTRATION NUMBER: ClinicalTrials.gov: NCT05257876.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Dor Crônica , Humanos , Feminino , Qualidade de Vida , Estudos de Viabilidade , Projetos Piloto , Neoplasias da Mama/complicações , Neoplasias da Mama/terapia , Manejo da Dor , Dor Crônica/terapia , Exercícios Respiratórios , Ensaios Clínicos Controlados Aleatórios como Assunto , Ensaios Clínicos Fase II como Assunto
5.
Eur J Oncol Nurs ; 61: 102202, 2022 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-36228406

RESUMO

PURPOSE: To explore the potential effects of Tai chi on the fatigue-sleep disturbance-depression symptom cluster (FSDSC) among breast cancer (BC) patients. METHODS: This study was conducted as a preliminary randomized controlled trial among 72 BC patients (36 Tai chi and 36 control participants). All the participants were provided with routine care, while participants in the Tai chi group received an additional 8-week Tai chi intervention. Participants' fatigue, sleep disturbance and depression were assessed by the Brief Fatigue Inventory, the Pittsburgh Sleep Quality Index, and the Hospital Anxiety and Depression Scale-Depression. Participants' quality of life (QoL) was assessed by the Functional Assessment of Cancer Therapy-Breast. Both covariates-unadjusted and adjusted GEE models were run to assess the effects of Tai chi intervention on the FSDSC and QoL and the relevant impacts of the covariates. RESULTS: Sixty-nine participants completed this study. In the unadjusted GEE model, compared with the control group and baseline, participants in the Tai chi group showed significant reductions in fatigue (p < 0.001), sleep disturbance (p < 0.001) and depression (p = 0.006), as well as a significant improvement in QoL (p = 0.032) at immediately post-intervention and four-week follow-up. The positive regression coefficients of the adjusted GEE model showed fatigue, sleep disturbance and depression can have impacts on each other (all at p < 0.05). CONCLUSION: Tai chi as an adjuvant intervention to routine care could relieve the symptom cluster of fatigue, sleep disturbance and depression and improve QoL among BC patients.


Assuntos
Neoplasias da Mama , Transtornos do Sono-Vigília , Tai Chi Chuan , Humanos , Feminino , Qualidade de Vida , Neoplasias da Mama/complicações , Neoplasias da Mama/terapia , Depressão/terapia , Síndrome , Transtornos do Sono-Vigília/etiologia , Transtornos do Sono-Vigília/terapia , Fadiga/etiologia , Fadiga/terapia , Sono
6.
Support Care Cancer ; 30(11): 9279-9288, 2022 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-36065027

RESUMO

BACKGROUND: Aromatase inhibitor (AI)-induced joint pain is a common toxicity of AI treatment. Although many studies have been conducted to examine the occurrence and severity of AI-induced joint pain in breast cancer survivors, none of the studies focused on the Chinese population with breast cancer. Given that the differences in cultural background and the genetic structure between Asians and Caucasians may contribute to different phenotypes of joint pain, this cross-sectional study was therefore conducted to examine the prevalence of AI-induced joint pain among Chinese breast cancer survivors receiving AI treatment and the correlates of pain. METHODS: This cross-sectional study was conducted in a tertiary hospital in China. Breast cancer survivors undergoing AI treatment were recruited to complete the following questionnaires: a self-designed baseline data form, the Nordic Musculoskeletal Questionnaire (NMQ), the Brief Pain Inventory (BPI), the 36-Item Short Form Health Survey (SF-36), and the Functional Assessment of Cancer Therapy-Breast (FACT-B). Based on the assessment results of NMQ (if the participant indicated pain in specific body parts), participants were then invited to complete other questionnaires to specifically assess the joint symptoms, including the Oxford Knee Score (OKS), the Oxford Hip Score (OHS), the Michigan Hand Outcomes Questionnaire (MHQ), and the Manchester Foot Pain Disability Questionnaire (MFPDQ). Descriptive analysis was used to analyse participants' baseline data and the prevalence of pain. Stepwise multiple regression was used to identify the correlates of pain. RESULTS: Four hundred and ten participants were analysed. According to the NMQ, 71.7% of the participants experienced joint symptoms in at least one joint, and the most frequently mentioned joint was knee (39.0%). The diagram in BPI indicated that 28.0% of the participants had the worst pain around knees. In patients with knee pain, the mean OKS score was 40.46 ± 6.19. The sub-scores of BPI for pain intensity and pain interference were 1.30 ± 1.63 and 1.24 ± 1.79, respectively. Patients' poorer physical well-being/functioning, previous use of AI treatment, presence of osteoarthritis, and receiving of physiotherapy were identified as four common correlates of greater severity of pain and pain interference (p < 0.05). CONCLUSIONS: Chinese breast cancer survivors can experience joint pain at various locations, particularly knees. In addition to increasing the use of interventions for pain alleviation, a comprehensive assessment of survivors' conditions such as physical functioning, history of AI treatment, and presence of osteoarthritis should be emphasized to identify survivors who need more attention and tailored interventions.


Assuntos
Neoplasias da Mama , Sobreviventes de Câncer , Osteoartrite , Humanos , Feminino , Inibidores da Aromatase/efeitos adversos , Prevalência , Estudos Transversais , Artralgia/induzido quimicamente , Artralgia/epidemiologia , Sobreviventes , Neoplasias da Mama/tratamento farmacológico , Povo Asiático , Dor
7.
Asia Pac J Oncol Nurs ; 9(3): 135-142, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35494097

RESUMO

Objective: To test the validity, reliability, and acceptability of the Oxford Knee Score (OKS) Mandarin Chinese version for measuring knee pain and function among Chinese breast cancer survivors. Methods: This validation study was a secondary analysis of a cross-sectional survey that was conducted at the Affiliated Hospital of Southwest Medical University, Sichuan, China. Recruited from a larger arthralgia-related survey cohort, those who experienced knee arthralgia and completed the OKS Chinese version were selected for the current analysis. The Cronbach's alpha coefficient was calculated to identify the internal consistency reliability of the OKS. Spearman's correlations were adopted to identify the concurrent validity of the OKS. The discriminate performance of the OKS via subgroup analysis of breast cancer survivors with or without arthritis, as well as different exercise levels, cancer stages, chemotherapy protocols, and occupations, was also conducted. Results: One hundred and fifty-nine breast cancer survivors were included. There were significant correlations between the OKS and the FACT-B, the SF-36, and the BPI in measuring knee pain symptoms and their impact on daily living activities. The Cronbach's alpha for the OKS total scores was 0.90. The participants with arthritis reported significantly lower OKS scores than those without arthritis (P â€‹= â€‹0.040). The difference in OKS total scores between the participants with different exercise levels (P â€‹< â€‹0.001) and the participants with different occupations (P â€‹= â€‹0.006) was statistically significant. Considerable ceiling effects (>15%) of the OKS Chinese version were found in 11 of 12 items. Conclusions: The OKS Mandarin Chinese version is a short, valid, reliable, and sensitive tool for knee pain and function assessment among breast cancer survivors.

8.
BMJ Open ; 12(1): e054597, 2022 Jan 20.
Artigo em Inglês | MEDLINE | ID: mdl-35058263

RESUMO

INTRODUCTION: The fatigue-sleep disturbance-depression (FSD) symptom cluster, as one of the most common symptom clusters in breast cancer (BC) survivors, can significantly decrease patients' quality of life. Since the management of the FSD symptom cluster has been unsatisfactory with the use of pharmacological treatments alone, non-pharmacological approaches have, therefore, been recommended. Somatic acupressure (SA) is a promising approach given its potential benefits of cancer-related symptom alleviation and the convenience of self-practice. However, research evidence on using acupressure to manage the FSD symptom cluster has been limited. The proposed trial aims to examine the feasibility and preliminary effects of an evidence-based SA intervention for FSD symptom cluster management in BC survivors. METHODS AND ANALYSIS: This study will be a phase II randomised controlled trial with three study arms and 1:1:1 allocation. Fifty-one early-stage BC survivors who are experiencing the FSD symptom cluster will be randomly assigned to a true SA group, a sham SA group or a usual care group. All participants will receive an education booklet regarding FSD symptom cluster management advice as the usual care package. The participants in the true SA group will additionally receive a 7-week self-administered SA intervention. The participants in the sham SA group will additionally receive self-administered light acupressure at non-acupoints with the same frequency, session and duration as the true SA group. The primary outcomes will be feasibility outcomes related to subject recruitment and completion of study questionnaires and interventions. The secondary outcomes will be the effects of SA on fatigue, sleep disturbance, depression and quality of life. Descriptive statistics will be used to present all the outcomes. The secondary outcomes will be analysed using an intent-to-treat approach. ETHICS AND DISSEMINATION: Ethical approvals of this trial have been granted by the Human Research Ethics Committee at Charles Darwin University (H19017) and the Clinical Trial Ethics Committee at The Affiliated Hospital of Southwest Medical University (KY2019039). Findings from this trial will be published in peer-reviewed journals and presented at professional conferences. TRIAL REGISTRATION NUMBER: This trial was registered at ClinicalTrials.gov and the registration number is NCT04118140, with the stage at Recruiting.


Assuntos
Acupressão , Neoplasias da Mama , Sobreviventes de Câncer , Neoplasias da Mama/complicações , Neoplasias da Mama/terapia , Ensaios Clínicos Fase II como Assunto , Depressão/etiologia , Depressão/terapia , Fadiga/complicações , Fadiga/terapia , Feminino , Humanos , Qualidade de Vida , Ensaios Clínicos Controlados Aleatórios como Assunto , Sono , Sobreviventes , Síndrome
9.
BMC Palliat Care ; 20(1): 83, 2021 Jun 07.
Artigo em Inglês | MEDLINE | ID: mdl-34098905

RESUMO

BACKGROUND: Studies in the West have demonstrated that appropriate informational support is a vital component of cancer care, with positive effects on both patients and their informal caregivers. Since little is known about the information needs of advanced cancer patients and informal caregivers in China, where 'silence as virtue' is much more valued and the communication style is less open, this study was therefore conducted to elaborate the information needs of advanced cancer patients and informal caregivers as well as to explore their perceptions and experiences regarding their unmet information needs in the Chinese context. METHODS: This sub-study of a previous cross-sectional survey utilized a qualitative descriptive study design. The approach involved semi-structured interviews that followed an interview guide to collect data. Eligible participants were the advanced cancer patients and informal caregivers who had participated in the previous cross-sectional survey and reported unmet information needs. Each interview was audio-recorded and transcribed verbatim. Descriptive content analysis was used to analyze the data. RESULTS: Seventeen advanced cancer patients and 15 informal caregivers with unmet information needs participated in the semi-structured interviews, with ages ranging from 32 to 63 years old for patients and from 32 to 70 for informal caregivers. Four categories were extracted from the interviews with the patients and caregivers: (1) types of unmet information needs; (2) reasons for information needs not being met; (3) preferences for the provision of information; and (4) meaning and role of information. Each category had two to four sub-categories for both the patients and the caregivers, which were similar but not completely the same. CONCLUSION: The findings indicated that the provision of appropriate information could promote informed decision-making and greater satisfaction with treatment options, reductions in psychological disturbances, and enhanced confidence and ability in self-management and capacity in caregiving. Moreover, information on Traditional Chinese Medicine and food therapy should be increased, particularly for patients at the follow-up stage, while the amount of information on prognosis should be flexible as it could increase patients' and caregivers' psychological burden. Healthcare professionals were the most preferred information provider, although their heavy workload resulted in time constraints. In this case, they should provide information to patients and caregivers together as a 'whole unit.' At the same time, the value of separate conversations should also be recognized as some caregivers preferred to conceal unpleasant information from the patient.


Assuntos
Cuidadores , Neoplasias , China , Estudos Transversais , Humanos , Recém-Nascido , Neoplasias/terapia , Pesquisa Qualitativa
10.
Support Care Cancer ; 29(3): 1683-1698, 2021 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-32776164

RESUMO

OBJECTIVES: To examine palliative care needs of advanced cancer patients and their informal caregivers and correlates of their needs within Chinese context. METHODS: This was a cross-sectional survey conducted in two study sites in Mainland China. Patients and caregivers were recruited in dyads. Patients completed the following questionnaires: Problems and Needs in Palliative Care-short version, Hospital Anxiety and Depression Scale (HADS), Edmonton Symptom Assessment Scale (ESAS), Medical Outcomes Study-Social Support Survey (MOS-SSS), Brief Coping Orientation to Problems Experienced Scale (Brief-COPE), and Quality-of-Life Questionnaire Core 15-Palliative Care Scale. Questionnaires for caregivers were as follows: Comprehensive Needs Assessment Tool in Cancer for Caregivers, HADS, ESAS, MOS-SSS, Brief-COPE, and Caregiver Quality of Life Index-Cancer. All of the outcome variables were selected based on a conceptual framework of palliative care needs assessment. RESULTS: Four hundred nineteen patient-caregiver dyads completed this survey. Patients' unmet palliative care needs were mainly related to financial (85.2%), informational (82.3%), physical (pain) (69.7%), and psychological (64.9%) domains. Caregivers' commonly reported unmet needs mainly focused on the domains of healthcare staff (95.0%), information (92.1%), and hospital facilities and services (90.5%). Patients' greater severity of symptom distress, presence of anxiety and/or depression, use of coping strategies particularly the less use of problem-focused coping, and caregivers' poorer quality of life were identified as key negative predictors of the needs of both patients and caregivers (p < 0.05). CONCLUSIONS: Both patients and caregivers had context-bounded palliative care needs. In addition to increasing the amount of external asistance, more emphasis should be placed on screening for physical and psychological distress, the use of coping strategies, and the well-being of caregivers to help identify those in need for more clinical attention and specific interventions.


Assuntos
Cuidadores/psicologia , Avaliação das Necessidades/normas , Neoplasias/psicologia , Cuidados Paliativos/psicologia , Qualidade de Vida/psicologia , Povo Asiático , China , Estudos Transversais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Prevalência , Inquéritos e Questionários
11.
Aging (Albany NY) ; 12(18): 17902-17920, 2020 Sep 25.
Artigo em Inglês | MEDLINE | ID: mdl-32976115

RESUMO

Non-small cell lung cancer (NSCLC) is a type of refractory malignant lung cancer with a high rate of metastasis and mortality. Currently, long non-coding RNA (lncRNA) SBF2 Antisense RNA 1 (SBF2-AS1) is considered as a biomarker for a variety of tumors. However, the function of SBF2-AS1 in the growth and metastasis of NSCLC needs to be further studied. In this study, we revealed that SBF2-AS1 was overexpressed in NSCLC tissues compared with that in normal tissues. SBF2-AS1 silencing restrained the growth and aggressive phenotypes of NSCLC cell in vitro. Consistently, SBF2-AS1 knockdown hindered the growth of NSCLC cell in nude mice. The following luciferase reporter gene assay and RNA immunoprecipitation (RIP) assay suggested the relationship between miR-338-3p and SBF2-AS1. The rescue experiments showed that miR-338-3p inhibitor abolished SBF2-AS1 silencing caused inhibition on the growth, migration and invasiveness of NSCLC cell. The luciferase reporter assay and immunoblotting assay validated that A Disintegrin and Metalloprotease 17 (ADAM17) was a target of miR-338-3p. In addition, SBF2-AS1 positively regulated the level of ADAM17 through sponging for miR-338-3p. Finally, we revealed that SBF2-AS1 contributed to the proliferation and metastatic phenotypes of NSCLC cell via regulating miR-338-3p/ADAM17 axis.

12.
J Cell Biochem ; 119(9): 7687-7695, 2018 09.
Artigo em Inglês | MEDLINE | ID: mdl-29904957

RESUMO

Osteoarthritis (OA) significantly influences the quality life of people around the world. It is urgent to find an effective way to understand the genetic etiology of OA. We used weighted gene coexpression network analysis (WGCNA) to explore the key genes involved in the subchondral bone pathological process of OA. Fifty gene expression profiles of GSE51588 were downloaded from the Gene Expression Omnibus database. The OA-associated genes and gene ontologies were acquired from JuniorDoc. Weighted gene coexpression network analysis was used to find disease-related networks based on 21756 gene expression correlation coefficients, hub-genes with the highest connectivity in each module were selected, and the correlation between module eigengene and clinical traits was calculated. The genes in the traits-related gene coexpression modules were subject to functional annotation and pathway enrichment analysis using ClusterProfiler. A total of 73 gene modules were identified, of which, 12 modules were found with high connectivity with clinical traits. Five modules were found with enriched OA-associated genes. Moreover, 310 OA-associated genes were found, and 34 of them were among hub-genes in each module. Consequently, enrichment results indicated some key metabolic pathways, such as extracellular matrix (ECM)-receptor interaction (hsa04512), focal adhesion (hsa04510), the phosphatidylinositol 3'-kinase (PI3K)-Akt signaling pathway (PI3K-AKT) (hsa04151), transforming growth factor beta pathway, and Wnt pathway. We intended to identify some core genes, collagen (COL)6A3, COL6A1, ITGA11, BAMBI, and HCK, which could influence downstream signaling pathways once they were activated. In this study, we identified important genes within key coexpression modules, which associate with a pathological process of subchondral bone in OA. Functional analysis results could provide important information to understand the mechanism of OA.


Assuntos
Perfilação da Expressão Gênica/métodos , Redes Reguladoras de Genes , Osteoartrite/genética , Análise por Conglomerados , Regulação da Expressão Gênica , Ontologia Genética , Predisposição Genética para Doença , Humanos
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