A Markov Decision Model to Guide Treatment of Recurrent Colonic Diverticulitis

被引:11
|
作者
Andeweg, Caroline S. [1 ]
Groenewoud, Johannes [2 ]
van der Wilt, Gert Jan [2 ]
van Goor, Harry [1 ]
Bleichrodt, Robert P. [1 ]
机构
[1] Radboud Univ Nijmegen, Dept Surg, Med Ctr, NL-6525 ED Nijmegen, Netherlands
[2] Radboud Univ Nijmegen, Dept Biostat & HTA, Med Ctr, NL-6525 ED Nijmegen, Netherlands
关键词
Diverticulitis; Quality of Life; Recurrent Disease; Treatment Options; QUALITY-OF-LIFE; RANDOMIZED CLINICAL-TRIAL; SIGMOID RESECTION; PRIMARY ANASTOMOSIS; FOLLOW-UP; DISEASE; SURGERY; MESALAZINE; PREVENTION; COLECTOMY;
D O I
10.1016/j.cgh.2015.02.040
中图分类号
R57 [消化系及腹部疾病];
学科分类号
摘要
BACKGROUND & AIMS: Although colonic diverticulitis is a common disorder, there is no clear treatment strategy for patients with recurrent episodes of diverticulitis. We investigated whether colonic resection or conservative or medical treatments have the greatest effects on quality-adjusted life-years (QALYs). METHODS: A Markov model simulating patients with 2 episodes of non-surgically treated diverticulitis was used to simulate all relevant outcomes of each treatment strategy. A 1-year cycle length with 10-year follow-up period was used to allow for chance of recurrent diverticulitis. Primary outcome was QALYs gained from each strategy. Factors considered were morbidity, mortality, chance of colostomy formation, risk of recurrence, and persistence of abdominal pain. The probabilities of clinical events were determined by using the best available published data. RESULTS: A strategy in which colonic resection was performed after 2 episodes of diverticulitis was associated with the lowest quality-adjusted survival (a gain of 8.66 QALYs) and highest chance of stoma formation (1.1%) but the lowest chance of a mild (3.5%) or severe (1.1%) recurrence. The strategies of colonic resection or conservative or medical treatment after the third episode of diverticulitis were comparable in terms of quality-adjusted survival, providing 8.78, 8.76, and 8.74 QALYs, respectively. Probabilistic sensitivity analysis did not change these results. Persistent abdominal complaints were lowest in the medical treatment strategy. CONCLUSIONS: Elective surgery after 2 episodes of diverticulitis should be questioned in terms of QALYs. After the third episode of diverticulitis, surgical or conservative or medical treatments provide similar QALYs, but rates of abdominal symptoms are lower with the medical treatment strategy. This Markov decision model has limitations when the individual patient and physician face a complex decision weighing early and long-term risks and benefits of elective surgery or conservative management.
引用
下载
收藏
页码:87 / +
页数:11
相关论文
共 50 条
  • [42] RISK ASSESSMENT OF CONSERVATIVE TREATMENT FAILURE IN ACUTE LEFT COLONIC DIVERTICULITIS
    Pittet, O.
    Kotzampassakis, N.
    Schmidt, S.
    Denys, A.
    Demartines, N.
    Calmes, J.
    DISEASES OF THE COLON & RECTUM, 2009, 52 (04) : 800 - 800
  • [43] Prior Local or Systemic Treatment: A Predictive Model Could Guide Clinical Decision-Making for Locoregional Recurrent Breast Cancer
    Wu, Huai-liang
    Lu, Yu-jie
    Li, Jian-wei
    Wu, Si-yu
    Chen, Xiao-song
    Liu, Guang-yu
    FRONTIERS IN ONCOLOGY, 2022, 11
  • [44] Recent advances in the treatment of colonic diverticular disease and prevention of acute diverticulitis
    Elisei, Walter
    Tursi, Antonio
    ANNALS OF GASTROENTEROLOGY, 2016, 29 (01): : 24 - 32
  • [45] Risk for Readmission and Emergency Surgery after conservative Treatment of Colonic Diverticulitis
    Marti, L.
    COLOPROCTOLOGY, 2015, 37 (06) : 408 - 409
  • [46] The Best Choice of Treatment for Acute Colonic Diverticulitis with Purulent Peritonitis Is Uncertain
    Hupfeld, Line
    Burcharth, Jakob
    Pommergaard, Hans-Christian
    Rosenberg, Jacob
    BIOMED RESEARCH INTERNATIONAL, 2014, 2014
  • [47] An evidential Markov decision making model
    He, Zichang
    Jiang, Wen
    INFORMATION SCIENCES, 2018, 467 : 357 - 372
  • [48] MARKOV DECISION MODEL FOR NETWORK FLOWS
    MORLEY, CD
    THORNES, JB
    GEOGRAPHICAL ANALYSIS, 1972, 4 (02) : 180 - 193
  • [49] Model Repair for Markov Decision Processes
    Chen, Taolue
    Hahn, Ernst Moritz
    Han, Tingting
    Kwiatkowska, Marta
    Qu, Hongyang
    Zhang, Lijun
    2013 INTERNATIONAL SYMPOSIUM ON THEORETICAL ASPECTS OF SOFTWARE ENGINEERING (TASE), 2013, : 85 - 92
  • [50] Learning Decision by Hidden Markov Model
    Benyacoub, Badreddine
    ELMoudden, Ismail
    ElBernoussi, Souad
    Zoglat, Abdelhak
    CRAFTING GLOBAL COMPETITIVE ECONOMIES: 2020 VISION STRATEGIC PLANNING & SMART IMPLEMENTATION, VOLS I-IV, 2014, : 2238 - 2246