症状网络在癌症症状管理中的应用进展

doi:10.3761/j.issn.1672-9234.2023.07.021

Abstract

Abstract:

As a new paradigm in cancer symptom science，symptom network has got increasing attention. In this paper，the concept and basic principle of symptom network，the core symptoms of cancer symptom network，the advantages in the management of cancer symptom network，and the future development trend of cancer symptom network were reviewed，in order to provide references for formulating more accurate intervention measures in the future.

Key words: Neoplasms, Signs and Symptoms, Review, symptom network, Network analysis

LÜ Zhanyang, YOU Guomei, TAO Siyi. Progress in symptom network application in symptom management of cancer[J].Chinese Journal of Nursing Education, 2023, 20(7): 891-896.

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References 36

[1]	Sung H, Ferlay J, Siegel RL, et al. Global cancer statistics 2020:GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries[J]. CA Cancer J Clin, 2021, 71(3):209-249. doi: 10.3322/caac.v71.3
[2]	Papachristou N, Barnaghi P, Cooper BA, et al. Congruence between latent class and K-modes analyses in the identification of oncology patients with distinct symptom experiences[J]. J Pain Symptom Manage, 2018, 55(2):318-333.e4. doi: 10.1016/j.jpainsymman.2017.08.020
[3]	Zhu Z, Xing WJ, Hu Y, et al. Paradigm shift:moving from sym-ptom clusters to symptom networks[J]. Asia Pac J Oncol Nurs, 2022, 9(1):5-6. doi: 10.1016/j.apjon.2021.12.001
[4]	Borsboom D, Cramer AO. Network analysis:an integrative ap-proach to the structure of psychopathology[J]. Annu Rev Clin Psychol, 2013, 9:91-121. doi: 10.1146/clinpsy.2013.9.issue-1
[5]	Zhu Z, Wen H, Yang ZF, et al. Evolving symptom networks in relation to HIV-positive duration among people living with HIV:a network analysis[J]. Int J Infect Dis, 2021, 108:503-509. doi: 10.1016/j.ijid.2021.05.084
[6]	Zhu Z, Sun YL, Kuang Y, et al. Contemporaneous symptom networks of multidimensional symptom experiences in cancer sur-vivors:a network analysis[J]. Cancer Med, 2023, 12(1):663-673. doi: 10.1002/cam4.v12.1
[7]	Newman ME. The structure of scientific collaboration networks[J]. Proc Natl Acad Sci USA, 2001, 98(2):404-409. doi: 10.1073/pnas.021544898 pmid: 11149952
[8]	蔡玉清, 董书阳, 袁帅, 等. 变量间的网络分析模型及其应用[J]. 心理科学进展, 2020, 28(1):178-195. doi: 10.3724/SP.J.1042.2020.00178
	Cai YQ, Dong SY, Yuan S, et al. Network analysis and its applications in psychology[J]. Adv Psychol Sci, 2020, 28(1):178-195. doi: 10.3724/SP.J.1042.2020.00178
[9]	Epskamp S, Fried EI. A tutorial on regularized partial correlation networks[J]. Psychol Methods, 2018, 23(4):617-634. doi: 10.1037/met0000167 pmid: 29595293
[10]	董加强, 潘洋洋, 尚玉龙, 等. 基层官兵功能性胃肠疾病与精神心理因素、饮食及生活习惯相关性的网络分析[J]. 中华内科杂志, 2022, 61(12):1336-1342. doi: 10.3760/cma.j.cn112138-20220111-00036 pmid: 36456514
	Dong JQ, Pan YY, Shang YL, et al. The relationships between functional gastrointestinal diseases and psychological factors,diet and lifestyles:a network analysis[J]. Chin J Intern Med, 2022, 61(12):1336-1342. doi: 10.3760/cma.j.cn112138-20220111-00036 pmid: 36456514
[11]	Chan RJ, Gordon LG, Tan CJ, et al. Relationships between financial toxicity and symptom burden in cancer survivors:a systematic review[J]. J Pain Symptom Manage, 2019, 57(3):646-660.e1. doi: 10.1016/j.jpainsymman.2018.12.003
[12]	Mathew A, Tirkey AJ, Li HJ, et al. Symptom clusters in head and neck cancer:a systematic review and conceptual model[J]. Semin Oncol Nurs, 2021, 37(5):151215. doi: 10.1016/j.soncn.2021.151215
[13]	Shim EJ, Ha H, Suh YS, et al. Network analyses of associations between cancer-related physical and psychological symptoms and quality of life in gastric cancer patients[J]. Psychooncology, 2021, 30(6):946-953. doi: 10.1002/pon.v30.6
[14]	Trevino KM, Iyengar N, Li Q, et al. Receipt of psychological counseling and integrative medicine services among breast cancer survivors with anxiety[J]. Breast Cancer Res Treat, 2020, 184(2):301-310. doi: 10.1007/s10549-020-05859-0
[15]	Teo I, Krishnan A, Lee GL. Psychosocial interventions for ad-vanced cancer patients:a systematic review[J]. PsychoOncology, 2019, 28(7):1394-1407. doi: 10.1002/pon.v28.7
[16]	Xiao CH, Hanlon A, Zhang Q, et al. Symptom clusters in patients with head and neck cancer receiving concurrent chemoradiotherapy[J]. Oral Oncol, 2013, 49(4):360-366. doi: 10.1016/j.oraloncology.2012.10.004 pmid: 23168337
[17]	Papachristou N, Barnaghi P, Cooper B, et al. Network analysis of the multidimensional symptom experience of oncology[J]. Sci Rep, 2019, 9(1):2258. doi: 10.1038/s41598-018-36973-1 pmid: 30783135
[18]	叶艳欣, 秦岚, 曾凯, 等. 癌症患者治疗间歇期核心症状及症状群的识别[J]. 护理学杂志, 2022, 37(1):20-24.
	Ye YX, Qin L, Zeng K, et al. Identifying core symptoms and symptom clusters in patients during intermittent period of cancer therapy[J]. J Nurs Sci, 2022, 37(1):20-24.
[19]	Rha SY, Lee J. Stable symptom clusters and evolving symptom networks in relation to chemotherapy cycles[J]. J Pain Symp-tom Manage, 2021, 61(3):544-554.
[20]	de Rooij BH, Oerlemans S, van Deun K, et al. Symptom clusters in 1330 survivors of 7 cancer types from the PROFILES registry:a network analysis[J]. Cancer, 2021, 127(24):4665-4674. doi: 10.1002/cncr.v127.24
[21]	王晓庆, 段培蓓, 张晓琴, 等. 中药贴敷改善胃肠道肿瘤化疗患者食欲减退的疗效观察[J]. 中华现代护理杂志, 2017, 23(11):1549-1551.
	Wang XQ, Duan PB, Zhang XQ, et al. Effect of herbal plaster on appetite loss of patients with gastrointestinal cancer undergoing chemotherapy[J]. Chin J Mod Nurs, 2017, 23(11):1549-1551.
[22]	柴可群, 陈淼, 余志红, 等. 气血方、养阴方、健脾方联合化疗预防高危Ⅱ期及Ⅲ期结直肠癌术后复发转移多中心随机对照研究[J]. 中华中医药杂志, 2022, 37(2):1158-1163.
	Chai KQ, Chen M, Yu ZH, et al. Effects of Qixue Formula,Yangyin Formula and Jianpi Formula combined with chemotherapy on preventing colorectal cancer with high-risk phase Ⅱ and phase Ⅲ after operation:a multicenter randomized controlled trial[J]. China J Tradit Chin Med Pharm, 2022, 37(2):1158-1163.
[23]	Kalantari E, Kouchaki S, Miaskowski C, et al. Network analysis to identify symptoms clusters and temporal interconnections in oncology patients[J]. Sci Rep, 2022, 12(1):17052. doi: 10.1038/s41598-022-21140-4 pmid: 36224203
[24]	de Ligt KM, Heins M, Verloop J, et al. The impact of health symptoms on health-related quality of life in early-stage breast cancer survivors[J]. Breast Cancer Res Treat, 2019, 178(3):703-711. doi: 10.1007/s10549-019-05433-3
[25]	李京京, 何红叶, 刘杉杉, 等. 癌症患者症状群管理效果的Meta分析[J]. 护理学杂志, 2020, 35(13):90-94.
	Li JJ, He HY, Liu SS, et al. Effect of symptom cluster management in cancer survivors:a meta-analysis[J]. J Nurs Sci, 2020, 35(13):90-94.
[26]	Hays R, Keshavan M, Wisniewski H, et al. Deriving symptom networks from digital phenotyping data in serious mental illness[J]. BJPsych Open, 2020, 6(6):e135. doi: 10.1192/bjo.2020.94 pmid: 33138889
[27]	Bhavnani SK, Bellala G, Ganesan A, et al. The nested structure of cancer symptoms. Implications for analyzing co-occurrence and managing symptoms[J]. Methods Inf Med, 2010, 49(6):581-591. doi: 10.3414/ME09-01-0083
[28]	Henneghan A, Wright ML, Bourne G, et al. A cross-sectional exploration of cytokine-symptom networks in breast cancer survivors using network analysis[J]. Revue Can De Recherche En Sci Infirm, 2021, 53(3):303-315.
[29]	Basch E, Schrag D, Henson S, et al. Effect of electronic symptom monitoring on patient-reported outcomes among patients with metastatic cancer:a randomized clinical trial[J]. JAMA, 2022, 327(24):2413-2422. doi: 10.1001/jama.2022.9265
[30]	Warrington L, Absolom K, Conner M, et al. Electronic systems for patients to report and manage side effects of cancer treatment:systematic review[J]. J Med Internet Res, 2019, 21(1):e10875. doi: 10.2196/10875
[31]	Denis F, Basch E, Septans AL, et al. Two-year survival comparing web-based symptom monitoring vs routine surveillance following treatment for lung cancer[J]. JAMA, 2019, 321(3):306-307. doi: 10.1001/jama.2018.18085 pmid: 30667494
[32]	Xia EY, Sun W, Mei J, et al. Mining disease-symptom relation from massive biomedical literature and its application in se-vere disease diagnosis[J]. AMIA Annu Symp Proc, 2018, 2018:1118-1126.
[33]	Lu KZ, Yang K, Niyongabo E, et al. Integrated network analy-sis of symptom clusters across disease conditions[J]. J Biomed Inform, 2020, 107:103482. doi: 10.1016/j.jbi.2020.103482
[34]	van der Stap L, van Haaften MF, van Marrewijk EF, et al. The feasibility of a Bayesian network model to assess the probability of simultaneous symptoms in patients with advanced cancer[J]. Sci Rep, 2022, 12(1):22295. doi: 10.1038/s41598-022-26342-4 pmid: 36566243
[35]	Xu Y, Seow H, Sutradhar R. Artificial neural networks for simultaneously predicting the risk of multiple co-occurring symptoms among patients with cancer[J]. Cancer Med, 2021, 10(3):989-998. doi: 10.1002/cam4.v10.3
[36]	Papachristou N, Puschmann D, Barnaghi P, et al. Learning from data to predict future symptoms of oncology patients[J]. PLoS One, 2018, 13(12):e0208808. doi: 10.1371/journal.pone.0208808

Progress in symptom network application in symptom management of cancer

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