Fractal Parameters as Independent Biomarkers in the Early Diagnosis of Pediatric Onset Inflammatory Bowel Disease

被引:2
|
作者
Makevic, Vedrana [1 ]
Milovanovich, Ivan D. [2 ]
Popovac, Nevena [2 ]
Jankovic, Radmila [3 ]
Trajkovic, Jelena [4 ,5 ]
Vukovic, Andrija [1 ]
Milosevic, Bojana [5 ]
Jevtic, Jovan [3 ]
de Luka, Silvio R. [1 ]
Ilic, Andjelija Z. [4 ]
机构
[1] Univ Belgrade, Fac Med, Dept Pathol Physiol, Dr Subotica 1, Belgrade 11000, Serbia
[2] Univ Belgrade, Univ Childrens Hosp, Tirsova 10, Belgrade 11000, Serbia
[3] Univ Belgrade, Inst Pathol, Fac Med, Dr Subotica 1, Belgrade, Serbia
[4] Univ Belgrade, Inst Phys Belgrade, Pregrev 118, Belgrade 11080, Serbia
[5] Univ Belgrade, Fac Phys, Belgrade 11000, Serbia
关键词
fractal dimension; lacunarity; medical image analysis; nucleus chromatin architecture; inflammatory bowel disease; CHROMATIN TEXTURE; DIMENSION; DISTINGUISH; LACUNARITY; MORPHOLOGY; DYNAMICS; MODEL;
D O I
10.3390/fractalfract7080619
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
Inflammatory bowel disease (IBD), which encompasses two different phenotypes-Crohn's disease (CD) and ulcerative colitis (UC)-consists of chronic, relapsing disorders of the gastrointestinal tract. In 20-30% of cases, the disease begins in the pediatric age. There have been just a few studies that used fractals for IBD investigation, but none of them analyzed intestinal cell chromatin. The main aim of this study was to assess whether it is possible to differentiate between the two phenotypes in pediatric patients, or either of the phenotypes versus control, using the fractal dimension and lacunarity of intestinal cell chromatin. We analyzed nuclei from at least seven different intestinal segments from each group. In the majority of colon segments, both the fractal dimension (FD) and the lacunarity significantly differed between the UC group and CD group, and the UC group and control group. In addition, the ileocecal valve and rectum were the only segments in which CD could be differentiated from the controls based on the FD. The potential of the fractal analysis of intestinal cell nuclei to serve as an observer-independent histological tool for ulcerative colitis diagnosis was identified for the first time in this study. Our results pave the way for the development of computer-aided diagnosis systems that will assist the physicians in their clinical practice.
引用
收藏
页数:16
相关论文
共 50 条
  • [1] Features of Very Early Onset Inflammatory Bowel Disease Compared to Older Onset Pediatric Inflammatory Bowel Disease
    Conrad, Maire
    Carreon, Chrystalle
    Dawany, Noor
    Sullivan, Kathleen
    Devoto, Marcella
    Russo, Pierre
    Kelsen, Judith
    INFLAMMATORY BOWEL DISEASES, 2017, 23 : S68 - S68
  • [2] Pediatric inflammatory bowel disease: specificity of very early onset
    Capriati, Teresa
    Cardile, Sabrina
    Papadatou, Bronislava
    Romano, Claudio
    Knafelz, Daniela
    Bracci, Fiammetta
    Diamanti, Antonella
    EXPERT REVIEW OF CLINICAL IMMUNOLOGY, 2016, 12 (09) : 963 - 972
  • [3] Early onset inflammatory bowel disease: manifestations, genetics and diagnosis
    Moazzami, Bobak
    Moazzami, Kasra
    Rezaei, Nima
    TURKISH JOURNAL OF PEDIATRICS, 2019, 61 (05) : 637 - 647
  • [4] Pitfalls in Diagnosis of Early-Onset Inflammatory Bowel Disease
    Dore, Mariela
    Triana Junco, Paloma
    Sanchez Galan, Alba
    Prieto, Gerardo
    Ramos, Esther
    Munoz Romo, Martha
    Gomez Cervantes, Manuel
    Hernandez, Francisco
    Martinez, Leopoldo
    Lopez Santamaria, Manuel
    EUROPEAN JOURNAL OF PEDIATRIC SURGERY, 2018, 28 (01) : 39 - 43
  • [5] Growth parameters early in the course of pediatric inflammatory bowel disease
    Wahbeh, Ghassan T.
    SAUDI JOURNAL OF GASTROENTEROLOGY, 2016, 22 (02): : 89 - 90
  • [6] Phenotype and Disease Course of Early-onset Pediatric Inflammatory Bowel Disease
    Aloi, Marina
    Lionetti, Paolo
    Barabino, Arrigo
    Guariso, Graziella
    Costa, Stefano
    Fontana, Massimo
    Romano, Claudio
    Lombardi, Giuliano
    Miele, Erasmo
    Alvisi, Patrizia
    Diaferia, Paolo
    Baldi, Maurizio
    Romagnoli, Vittorio
    Gasparetto, Marco
    Di Paola, Monica
    Muraca, Monica
    Pellegrino, Salvatore
    Cucchiara, Salvatore
    Martelossi, Stefano
    INFLAMMATORY BOWEL DISEASES, 2014, 20 (04) : 597 - 605
  • [7] Pediatric very early onset inflammatory bowel disease: Role of pathology
    Drabent, Philippe
    Berrebi, Dominique
    ANNALES DE PATHOLOGIE, 2023, 43 (03) : 202 - 212
  • [8] Trace Elements and Vitamins at Diagnosis in Pediatric-Onset Inflammatory Bowel Disease
    Sikora, Sheena K.
    Spady, Donald
    Prosser, Connie
    El-Matary, Wael
    CLINICAL PEDIATRICS, 2011, 50 (06) : 488 - 492
  • [9] Raman Spectroscopy as Noninvasive Method of Diagnosis of Pediatric Onset Inflammatory Bowel Disease
    Acri, Giuseppe
    Venuti, Valentina
    Costa, Stefano
    Testagrossa, Barbara
    Pellegrino, Salvatore
    Crupi, Vincenza
    Majolino, Domenico
    APPLIED SCIENCES-BASEL, 2020, 10 (19): : 1 - 14
  • [10] Azathioprine dose and pharmacokinetics in early-onset pediatric inflammatory bowel disease
    Stocco, G.
    Martelossi, S.
    De Ludicibus, S.
    Favretto, D.
    Cuzzoni, E.
    Franca, R.
    Decorti, G.
    Ventura, A.
    JOURNAL OF CROHNS & COLITIS, 2014, 8 : S430 - S431