Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease
Abstract Background Nonalcoholic fatty liver disease (NAFLD) is a risk factor for colorectal neoplasms. Our goal is to explore the relationship between NAFLD and colorectal cancer (CRC) and to analyze potential indicators for screening CRC in NAFLD based on clinical big data. Methods Demographic inf...
Main Authors: | , , |
---|---|
Format: | Article |
Language: | English |
Published: |
BMC
2020-06-01
|
Series: | BMC Gastroenterology |
Subjects: | |
Online Access: | http://link.springer.com/article/10.1186/s12876-020-01327-7 |
id |
doaj-dff99294d3394d78a253470713777678 |
---|---|
record_format |
Article |
spelling |
doaj-dff99294d3394d78a2534707137776782020-11-25T03:39:27ZengBMCBMC Gastroenterology1471-230X2020-06-012011910.1186/s12876-020-01327-7Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver diseaseRong Yang0Yu Chen1Xianlai Chen2Xiangya Hospital, Central South UniversityXiangya School of Medicine, Central South UniversityInstitute of Information Security and Big Data, Central South UniversityAbstract Background Nonalcoholic fatty liver disease (NAFLD) is a risk factor for colorectal neoplasms. Our goal is to explore the relationship between NAFLD and colorectal cancer (CRC) and to analyze potential indicators for screening CRC in NAFLD based on clinical big data. Methods Demographic information and routine clinical indicators were extracted from Xiangya Medical Big Data Platform. 35,610 NAFLD cases without CRC (as group NAFLD-CRC), 306 NAFLD cases with CRC (as group NAFLD-NonCRC) and 10,477 CRC cases without NAFLD were selected and evaluated. The CRC incidence was compared between NAFLD population and general population by Chi-square test. Independent sample t-test was used to find differences of age, gender and routine clinical indicators in pairwise comparisons of NAFLD-CRC, NAFLD-NonCRC and nonNAFLD-CRC. Results NAFLD population had a higher CRC incidence than general population (7.779‰ vs 3.763‰, P < 0.001). Average age of NAFLD-CRC (58.79 ± 12.353) or nonNAFLD-CRC (59.26 ± 13.156) was significantly higher than NAFLD-nonCRC (54.15 ± 14.167, p < 0.001). But age had no significant difference between NAFLD-CRC and nonNAFLD-CRC (P > 0.05). There was no different gender distribution for three groups (P > 0.05). NAFLD-CRC had lower anaemia-related routine clinical indicators such as decrease of red blood cell count, mean hemoglobin content and hemoglobin than NAFLD-nonCRC (P < 0.05 for all). Anemia of NAFLD-CRC was typical but it might be slighter than nonNAFLD-CRC. More interestingly, NAFLD-CRC had distinct characteristics of leukocyte system such as lower white blood cell count (WBC) and neutrophil count (NEU_C) and higher basophil percentage (BAS_Per) than nonNAFLD-CRC and NAFLD-nonCRC (P < 0.05 for all). Compared with NAFLD-nonCRC, the change of WBC, BAS_Per and NEU_C in NAFLD-CRC was different from that in nonNAFLD-CRC. In addition, NAFLD-CRC had a higher level of low density lipoprotein (LDL) and high density lipoprotein (HDL), lower level of triglyceride (TG) and Albumin-to-globulin ratio (A/G) than NFLD-nonCRC (P < 0.05 for all). Conclusions NAFLD is associated with a high incidence of CRC. Age is an important factor for CRC and the CRC incidence increases with age. Anemia-related blood routine clinical indicators, leukocyte system and blood lipid indicators may be more important variables for identifying CRC in NAFLD. So blood routine test and liver function/blood lipid test are valuable for screening CRC in NAFLD.http://link.springer.com/article/10.1186/s12876-020-01327-7Nonalcoholic fatty liver diseaseColorectal neoplasmsDiagnostic tests, routineEarly detection of Cancer |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Rong Yang Yu Chen Xianlai Chen |
spellingShingle |
Rong Yang Yu Chen Xianlai Chen Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease BMC Gastroenterology Nonalcoholic fatty liver disease Colorectal neoplasms Diagnostic tests, routine Early detection of Cancer |
author_facet |
Rong Yang Yu Chen Xianlai Chen |
author_sort |
Rong Yang |
title |
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
title_short |
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
title_full |
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
title_fullStr |
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
title_full_unstemmed |
Value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
title_sort |
value of routine test for identifying colorectal cancer from patients with nonalcoholic fatty liver disease |
publisher |
BMC |
series |
BMC Gastroenterology |
issn |
1471-230X |
publishDate |
2020-06-01 |
description |
Abstract Background Nonalcoholic fatty liver disease (NAFLD) is a risk factor for colorectal neoplasms. Our goal is to explore the relationship between NAFLD and colorectal cancer (CRC) and to analyze potential indicators for screening CRC in NAFLD based on clinical big data. Methods Demographic information and routine clinical indicators were extracted from Xiangya Medical Big Data Platform. 35,610 NAFLD cases without CRC (as group NAFLD-CRC), 306 NAFLD cases with CRC (as group NAFLD-NonCRC) and 10,477 CRC cases without NAFLD were selected and evaluated. The CRC incidence was compared between NAFLD population and general population by Chi-square test. Independent sample t-test was used to find differences of age, gender and routine clinical indicators in pairwise comparisons of NAFLD-CRC, NAFLD-NonCRC and nonNAFLD-CRC. Results NAFLD population had a higher CRC incidence than general population (7.779‰ vs 3.763‰, P < 0.001). Average age of NAFLD-CRC (58.79 ± 12.353) or nonNAFLD-CRC (59.26 ± 13.156) was significantly higher than NAFLD-nonCRC (54.15 ± 14.167, p < 0.001). But age had no significant difference between NAFLD-CRC and nonNAFLD-CRC (P > 0.05). There was no different gender distribution for three groups (P > 0.05). NAFLD-CRC had lower anaemia-related routine clinical indicators such as decrease of red blood cell count, mean hemoglobin content and hemoglobin than NAFLD-nonCRC (P < 0.05 for all). Anemia of NAFLD-CRC was typical but it might be slighter than nonNAFLD-CRC. More interestingly, NAFLD-CRC had distinct characteristics of leukocyte system such as lower white blood cell count (WBC) and neutrophil count (NEU_C) and higher basophil percentage (BAS_Per) than nonNAFLD-CRC and NAFLD-nonCRC (P < 0.05 for all). Compared with NAFLD-nonCRC, the change of WBC, BAS_Per and NEU_C in NAFLD-CRC was different from that in nonNAFLD-CRC. In addition, NAFLD-CRC had a higher level of low density lipoprotein (LDL) and high density lipoprotein (HDL), lower level of triglyceride (TG) and Albumin-to-globulin ratio (A/G) than NFLD-nonCRC (P < 0.05 for all). Conclusions NAFLD is associated with a high incidence of CRC. Age is an important factor for CRC and the CRC incidence increases with age. Anemia-related blood routine clinical indicators, leukocyte system and blood lipid indicators may be more important variables for identifying CRC in NAFLD. So blood routine test and liver function/blood lipid test are valuable for screening CRC in NAFLD. |
topic |
Nonalcoholic fatty liver disease Colorectal neoplasms Diagnostic tests, routine Early detection of Cancer |
url |
http://link.springer.com/article/10.1186/s12876-020-01327-7 |
work_keys_str_mv |
AT rongyang valueofroutinetestforidentifyingcolorectalcancerfrompatientswithnonalcoholicfattyliverdisease AT yuchen valueofroutinetestforidentifyingcolorectalcancerfrompatientswithnonalcoholicfattyliverdisease AT xianlaichen valueofroutinetestforidentifyingcolorectalcancerfrompatientswithnonalcoholicfattyliverdisease |
_version_ |
1724538768516448256 |