Xiao Chen, Han-Yu Wang, Lu Yu, Jia-Qi Liu, Hui Sun
{"title":"多项外周血指标与甲状腺乳头状癌转移和侵袭的相关性:一项回顾性队列研究。","authors":"Xiao Chen, Han-Yu Wang, Lu Yu, Jia-Qi Liu, Hui Sun","doi":"10.1007/s12020-025-04194-y","DOIUrl":null,"url":null,"abstract":"<p><strong>Objective: </strong>Papillary thyroid cancer (PTC) progression is characterized by lymph node metastasis and thyroid capsular invasion. This study aimed to identify high-risk PTC populations for these events based on peripheral blood test parameters and to determine the associated factors.</p><p><strong>Methods: </strong>This retrospective study analyzed data from 4557 PTC patients. Principal component analysis (PCA) and cluster analysis were performed on 45 peripheral blood test results. High- and low-risk clusters were defined based on metastasis and invasion prevalence. Univariate and multivariate analyses identified parameters significantly differentiating the clusters, examining their association with tumor progression.</p><p><strong>Results: </strong>Preoperative blood tests stratified patients into two distinct clusters. Cluster 0 demonstrated significantly higher rates of metastasis and invasion than Cluster 1, defining it as the high-risk group. PCA identified four principal components significantly differentiating the clusters. Analysis of these components revealed key peripheral blood parameters. Multivariable logistic regression identified six parameters associated with increased risk of Cluster 0: alanine aminotransferase, free triiodothyronine, thrombin time, hemoglobin, hematocrit, and leukocyte count. Conversely, aspartate aminotransferase and neutrophil count were associated with decreased risk.</p><p><strong>Conclusion: </strong>These findings suggest that peripheral blood parameters may provide insights into the progression of thyroid tumors and highlight potential avenues for exploring the underlying mechanisms of PTC. However, given the retrospective nature of this study and the potential for selection bias, further prospective studies are necessary to validate these results and confirm their predictive value in clinical practice.</p>","PeriodicalId":11572,"journal":{"name":"Endocrine","volume":" ","pages":""},"PeriodicalIF":3.7000,"publicationDate":"2025-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Correlation of multiple peripheral blood parameters with metastasis and invasion of papillary thyroid cancer: a retrospective cohort study.\",\"authors\":\"Xiao Chen, Han-Yu Wang, Lu Yu, Jia-Qi Liu, Hui Sun\",\"doi\":\"10.1007/s12020-025-04194-y\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Objective: </strong>Papillary thyroid cancer (PTC) progression is characterized by lymph node metastasis and thyroid capsular invasion. This study aimed to identify high-risk PTC populations for these events based on peripheral blood test parameters and to determine the associated factors.</p><p><strong>Methods: </strong>This retrospective study analyzed data from 4557 PTC patients. Principal component analysis (PCA) and cluster analysis were performed on 45 peripheral blood test results. High- and low-risk clusters were defined based on metastasis and invasion prevalence. Univariate and multivariate analyses identified parameters significantly differentiating the clusters, examining their association with tumor progression.</p><p><strong>Results: </strong>Preoperative blood tests stratified patients into two distinct clusters. Cluster 0 demonstrated significantly higher rates of metastasis and invasion than Cluster 1, defining it as the high-risk group. PCA identified four principal components significantly differentiating the clusters. Analysis of these components revealed key peripheral blood parameters. Multivariable logistic regression identified six parameters associated with increased risk of Cluster 0: alanine aminotransferase, free triiodothyronine, thrombin time, hemoglobin, hematocrit, and leukocyte count. Conversely, aspartate aminotransferase and neutrophil count were associated with decreased risk.</p><p><strong>Conclusion: </strong>These findings suggest that peripheral blood parameters may provide insights into the progression of thyroid tumors and highlight potential avenues for exploring the underlying mechanisms of PTC. However, given the retrospective nature of this study and the potential for selection bias, further prospective studies are necessary to validate these results and confirm their predictive value in clinical practice.</p>\",\"PeriodicalId\":11572,\"journal\":{\"name\":\"Endocrine\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":3.7000,\"publicationDate\":\"2025-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Endocrine\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1007/s12020-025-04194-y\",\"RegionNum\":3,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q2\",\"JCRName\":\"Medicine\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Endocrine","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s12020-025-04194-y","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"Medicine","Score":null,"Total":0}
Correlation of multiple peripheral blood parameters with metastasis and invasion of papillary thyroid cancer: a retrospective cohort study.
Objective: Papillary thyroid cancer (PTC) progression is characterized by lymph node metastasis and thyroid capsular invasion. This study aimed to identify high-risk PTC populations for these events based on peripheral blood test parameters and to determine the associated factors.
Methods: This retrospective study analyzed data from 4557 PTC patients. Principal component analysis (PCA) and cluster analysis were performed on 45 peripheral blood test results. High- and low-risk clusters were defined based on metastasis and invasion prevalence. Univariate and multivariate analyses identified parameters significantly differentiating the clusters, examining their association with tumor progression.
Results: Preoperative blood tests stratified patients into two distinct clusters. Cluster 0 demonstrated significantly higher rates of metastasis and invasion than Cluster 1, defining it as the high-risk group. PCA identified four principal components significantly differentiating the clusters. Analysis of these components revealed key peripheral blood parameters. Multivariable logistic regression identified six parameters associated with increased risk of Cluster 0: alanine aminotransferase, free triiodothyronine, thrombin time, hemoglobin, hematocrit, and leukocyte count. Conversely, aspartate aminotransferase and neutrophil count were associated with decreased risk.
Conclusion: These findings suggest that peripheral blood parameters may provide insights into the progression of thyroid tumors and highlight potential avenues for exploring the underlying mechanisms of PTC. However, given the retrospective nature of this study and the potential for selection bias, further prospective studies are necessary to validate these results and confirm their predictive value in clinical practice.
期刊介绍:
Well-established as a major journal in today’s rapidly advancing experimental and clinical research areas, Endocrine publishes original articles devoted to basic (including molecular, cellular and physiological studies), translational and clinical research in all the different fields of endocrinology and metabolism. Articles will be accepted based on peer-reviews, priority, and editorial decision. Invited reviews, mini-reviews and viewpoints on relevant pathophysiological and clinical topics, as well as Editorials on articles appearing in the Journal, are published. Unsolicited Editorials will be evaluated by the editorial team. Outcomes of scientific meetings, as well as guidelines and position statements, may be submitted. The Journal also considers special feature articles in the field of endocrine genetics and epigenetics, as well as articles devoted to novel methods and techniques in endocrinology.
Endocrine covers controversial, clinical endocrine issues. Meta-analyses on endocrine and metabolic topics are also accepted. Descriptions of single clinical cases and/or small patients studies are not published unless of exceptional interest. However, reports of novel imaging studies and endocrine side effects in single patients may be considered. Research letters and letters to the editor related or unrelated to recently published articles can be submitted.
Endocrine covers leading topics in endocrinology such as neuroendocrinology, pituitary and hypothalamic peptides, thyroid physiological and clinical aspects, bone and mineral metabolism and osteoporosis, obesity, lipid and energy metabolism and food intake control, insulin, Type 1 and Type 2 diabetes, hormones of male and female reproduction, adrenal diseases pediatric and geriatric endocrinology, endocrine hypertension and endocrine oncology.