Search Results - "Metastasis"

Comprehensive evaluation of risk factors for LNM and distant metastasis in patients with NSCLC.

Authors: Ni L Liu Z Xiang L et al.

Source: Scientific reports [Sci Rep] 2025 Aug 21; Vol. 15 (1), pp. 30809. Date of Electronic Publication: 2025 Aug 21.

Publication Type: Journal Article

Journal Info: Publisher: Nature Publishing Group Country of Publication: England NLM ID: 101563288 Publication Model: Electronic Cited Medium: Internet ISSN: 2045-2322 (Electronic) Linking ISSN: 20452322 NLM ISO Abbreviation: Sci Rep Subsets: MEDLINE

MeSH Terms: Carcinoma, Non-Small-Cell Lung*/genetics , Carcinoma, Non-Small-Cell Lung*/pathology , Lung Neoplasms*/pathology , Lung Neoplasms*/genetics , Lymphatic Metastasis*/pathology, Humans ; Male ; Female ; Middle Aged ; Risk Factors ; Aged ; Mutation ; ErbB Receptors/genetics ; Adult ; Neoplasm Metastasis ; Exons ; Smoking/adverse effects

Comparative Evaluation of Cytological and Histopathological Diagnostic Performance in Detecting Nodal Metastasis of Canine Mast Cell Tumours.

Authors: Escoda Llorens X Amarillo-Gómez I Carrasco-Rivero I et al.

Source: Veterinary and comparative oncology [Vet Comp Oncol] 2025 Dec; Vol. 23 (4), pp. 558-566. Date of Electronic Publication: 2025 Aug 08.

Publication Type: Journal Article; Comparative Study; Multicenter Study

Journal Info: Publisher: Blackwell Country of Publication: England NLM ID: 101185242 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-5829 (Electronic) Linking ISSN: 14765810 NLM ISO Abbreviation: Vet Comp Oncol Subsets: MEDLINE

MeSH Terms: Dog Diseases*/pathology , Dog Diseases*/diagnosis , Lymphatic Metastasis*/diagnosis , Lymphatic Metastasis*/pathology, Animals ; Dogs ; Retrospective Studies ; Female ; Male ; Lymph Nodes/pathology ; Sensitivity and Specificity

The clinical value of Delphian and pre-tracheal lymph nodes in predicting lateral lymph nodes metastasis of papillary thyroid carcinoma.

Authors: Huang C Zhou J Zhuang Y et al.

Source: Annals of medicine [Ann Med] 2025 Dec; Vol. 57 (1), pp. 2444551. Date of Electronic Publication: 2024 Dec 20.

Publication Type: Journal Article

Journal Info: Publisher: Informa Healthcare Country of Publication: England NLM ID: 8906388 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1365-2060 (Electronic) Linking ISSN: 07853890 NLM ISO Abbreviation: Ann Med Subsets: MEDLINE

MeSH Terms: Lymphatic Metastasis*/diagnosis , Lymphatic Metastasis*/pathology , Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/surgery , Thyroid Cancer, Papillary*/pathology , Thyroid Cancer, Papillary*/surgery , Thyroid Cancer, Papillary*/secondary , Lymph Nodes*/pathology , Lymph Nodes*/surgery , Thyroidectomy*/methods, Humans ; Male ; Female ; Retrospective Studies ; Middle Aged ; Adult ; Cross-Sectional Studies ; Lymph Node Excision/methods ; Trachea/pathology ; Trachea/surgery ; Aged ; Carcinoma, Papillary/surgery ; Carcinoma, Papillary/pathology ; Young Adult

Intratumoral and peritumoral radiomics based on super-resolution T2-weighted imaging for prediction of normal-sized lymph node metastasis in cervical cancer.

Authors: Lu P Qian W Chen Q

Source: Acta radiologica (Stockholm, Sweden : 1987) [Acta Radiol] 2025 Dec; Vol. 66 (12), pp. 1245-1254. Date of Electronic Publication: 2025 Aug 12.

Publication Type: Journal Article

Journal Info: Publisher: Sage Country of Publication: England NLM ID: 8706123 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1600-0455 (Electronic) Linking ISSN: 02841851 NLM ISO Abbreviation: Acta Radiol Subsets: MEDLINE

MeSH Terms: Uterine Cervical Neoplasms*/pathology , Uterine Cervical Neoplasms*/diagnostic imaging , Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Magnetic Resonance Imaging*/methods , Lymph Nodes*/diagnostic imaging , Lymph Nodes*/pathology, Humans ; Female ; Middle Aged ; Adult ; Aged ; Retrospective Studies ; Predictive Value of Tests ; Image Interpretation, Computer-Assisted/methods ; Radiomics

High LRIG1 expression predicts lymph node metastasis in patients with uterine cervical cancer.

Authors: Israelsson P Lif L Oda H et al.

Source: FEBS open bio [FEBS Open Bio] 2025 Dec; Vol. 15 (12), pp. 2045-2053. Date of Electronic Publication: 2025 Jul 23.

Publication Type: Journal Article

Journal Info: Publisher: John Wiley & Sons Ltd Country of Publication: England NLM ID: 101580716 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2211-5463 (Electronic) Linking ISSN: 22115463 NLM ISO Abbreviation: FEBS Open Bio Subsets: MEDLINE

MeSH Terms: Uterine Cervical Neoplasms*/pathology , Uterine Cervical Neoplasms*/metabolism , Uterine Cervical Neoplasms*/genetics , Uterine Cervical Neoplasms*/diagnosis , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/genetics , Membrane Glycoproteins*/metabolism , Membrane Glycoproteins*/genetics , Membrane Glycoproteins*/analysis, Humans ; Female ; Middle Aged ; Biomarkers, Tumor/metabolism ; Biomarkers, Tumor/genetics ; Adult ; Prognosis ; Aged ; Immunohistochemistry

Development and validation of an explainable machine learning model for preoperative prediction of central lymph node metastasis in capsular-invasive papillary thyroid carcinoma.

Authors: Chen J Hong Y Shen H et al.

Source: Medicine [Medicine (Baltimore)] 2025 Nov 28; Vol. 104 (48), pp. e46101.

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH Terms: Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/diagnosis , Machine Learning* , Thyroid Cancer, Papillary*/pathology , Thyroid Cancer, Papillary*/surgery , Thyroid Cancer, Papillary*/diagnostic imaging , Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/surgery , Thyroid Neoplasms*/diagnostic imaging, Humans ; Retrospective Studies ; Female ; Male ; Middle Aged ; Adult ; ROC Curve ; Ultrasonography/methods ; Aged

Nomogram models for prediction of axillary lymph node metastasis in breast cancer patients.

Authors: Deng Z Li Y Luo Y et al.

Source: BMC cancer [BMC Cancer] 2025 Nov 26; Vol. 25 (1), pp. 1827. Date of Electronic Publication: 2025 Nov 26.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

MeSH Terms: Nomograms* , Breast Neoplasms*/pathology , Breast Neoplasms*/diagnostic imaging , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/diagnosis , Lymph Nodes*/pathology , Lymph Nodes*/diagnostic imaging, Humans ; Female ; Middle Aged ; Axilla ; Adult ; Positron Emission Tomography Computed Tomography ; Aged ; ROC Curve ; Tumor Burden

Restricted spectrum imaging and diffusion kurtosis imaging for assessing lymph node metastasis in cervical cancer: a histogram analysis-based study.

Authors: Pan J Wei W Dai B et al.

Source: BMC cancer [BMC Cancer] 2025 Nov 25; Vol. 25 (1), pp. 1817. Date of Electronic Publication: 2025 Nov 25.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

MeSH Terms: Uterine Cervical Neoplasms*/pathology , Uterine Cervical Neoplasms*/diagnostic imaging , Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Lymph Nodes*/pathology , Lymph Nodes*/diagnostic imaging , Diffusion Tensor Imaging*/methods , Diffusion Magnetic Resonance Imaging*/methods, Humans ; Female ; Middle Aged ; Adult ; ROC Curve ; Aged ; Retrospective Studies

The diagnostic accuracy of deep learning-based AI models in predicting lymph node metastasis in T1 and T2 colorectal cancer: A systematic review and meta-analysis.

Authors: Guo Q Wang R Guo Y

Source: Medicine [Medicine (Baltimore)] 2025 Nov 07; Vol. 104 (45), pp. e45172.

Publication Type: Journal Article; Systematic Review; Meta-Analysis

Journal Info: Publisher: Lippincott Williams & Wilkins Country of Publication: United States NLM ID: 2985248R Publication Model: Print Cited Medium: Internet ISSN: 1536-5964 (Electronic) Linking ISSN: 00257974 NLM ISO Abbreviation: Medicine (Baltimore) Subsets: MEDLINE

MeSH Terms: Colorectal Neoplasms*/pathology , Colorectal Neoplasms*/diagnosis , Deep Learning* , Lymphatic Metastasis*/diagnosis , Lymphatic Metastasis*/pathology, Humans ; Artificial Intelligence ; Sensitivity and Specificity

Readout-segmented echo-planar imaging and conventional single-shot echo-planar imaging for determining cervical cancer image quality, lymphovascular space invasion, and lymph node metastasis status: a comparative study.

Authors: Song H Bai J Wang Y et al.

Source: Diagnostic and interventional radiology (Ankara, Turkey) [Diagn Interv Radiol] 2025 Nov 06; Vol. 31 (6), pp. 539-546. Date of Electronic Publication: 2025 Jun 23.

Publication Type: Journal Article; Comparative Study

Journal Info: Publisher: Galenos Publishing House Country of Publication: Turkey NLM ID: 101241152 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1305-3612 (Electronic) Linking ISSN: 13053825 NLM ISO Abbreviation: Diagn Interv Radiol Subsets: MEDLINE

MeSH Terms: Echo-Planar Imaging*/methods , Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Uterine Cervical Neoplasms*/pathology , Uterine Cervical Neoplasms*/diagnostic imaging , Diffusion Magnetic Resonance Imaging*/methods, Humans ; Female ; Middle Aged ; Prospective Studies ; Adult ; Aged ; Neoplasm Invasiveness ; Lymph Nodes/pathology ; Lymph Nodes/diagnostic imaging ; Signal-To-Noise Ratio

The Role of FNA-CYFRA 21-1 in Cervical Lymph Node Metastasis of Differentiated Thyroid Cancer.

Authors: Yu X Li P Chen X et al.

Source: The Laryngoscope [Laryngoscope] 2025 Nov; Vol. 135 (11), pp. 4459-4466. Date of Electronic Publication: 2025 Jul 19.

Publication Type: Journal Article

Journal Info: Publisher: Wiley-Blackwell Country of Publication: United States NLM ID: 8607378 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1531-4995 (Electronic) Linking ISSN: 0023852X NLM ISO Abbreviation: Laryngoscope Subsets: MEDLINE

MeSH Terms: Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/diagnosis , Lymphatic Metastasis*/diagnosis , Lymphatic Metastasis*/pathology , Lymph Nodes*/pathology , Thyroglobulin*/analysis , Keratin-19*/analysis, Humans ; Biopsy, Fine-Needle ; Male ; Female ; Middle Aged ; Neck ; Adult ; Aged ; Biomarkers, Tumor/analysis ; Retrospective Studies

A novel artificial intelligence approach to the prediction of lymph node metastasis using whole-slide imaging in patients with T1 colorectal cancer.

Authors: Miyata Y Kudo SE Kouyama Y et al.

Source: Surgical endoscopy [Surg Endosc] 2025 Nov; Vol. 39 (11), pp. 7468-7475. Date of Electronic Publication: 2025 Sep 03.

Publication Type: Journal Article; Validation Study

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 8806653 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1432-2218 (Electronic) Linking ISSN: 09302794 NLM ISO Abbreviation: Surg Endosc Subsets: MEDLINE

MeSH Terms: Artificial Intelligence* , Colorectal Neoplasms*/pathology , Colorectal Neoplasms*/surgery , Colorectal Neoplasms*/diagnostic imaging , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/diagnostic imaging , Lymph Nodes*/pathology , Lymph Nodes*/diagnostic imaging, Humans ; Female ; Male ; Aged ; Middle Aged ; Neoplasm Staging ; Retrospective Studies ; Aged, 80 and over ; Risk Assessment/methods

Investigating tumor-infiltrating lymphocytes as predictors of lymph node metastasis in deep submucosal invasive esophageal squamous cell carcinoma: a retrospective cross-sectional study.

Authors: Konishi H Urabe Y Hatsushika Y et al.

Source: Journal of gastroenterology [J Gastroenterol] 2025 Nov; Vol. 60 (11), pp. 1362-1371. Date of Electronic Publication: 2025 Jul 25.

Publication Type: Journal Article

Journal Info: Publisher: Springer International Country of Publication: Japan NLM ID: 9430794 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1435-5922 (Electronic) Linking ISSN: 09441174 NLM ISO Abbreviation: J Gastroenterol Subsets: MEDLINE

MeSH Terms: Lymphocytes, Tumor-Infiltrating*/pathology , Lymphocytes, Tumor-Infiltrating*/immunology , Esophageal Neoplasms*/pathology , Esophageal Neoplasms*/immunology , Esophageal Neoplasms*/surgery , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/immunology , Esophageal Squamous Cell Carcinoma*/pathology , Esophageal Squamous Cell Carcinoma*/immunology , Esophageal Squamous Cell Carcinoma*/surgery, Humans ; Male ; Female ; Retrospective Studies ; Middle Aged ; Cross-Sectional Studies ; Aged ; Neoplasm Invasiveness ; Prognosis ; Forkhead Transcription Factors ; Neoplasm Staging

The utility of low-dose pre-operative CT of ovarian tumor with artificial intelligence iterative reconstruction for diagnosing peritoneal invasion, lymph node and hepatic metastasis.

Authors: Cai X Han J Zhou W et al.

Source: Abdominal radiology (New York) [Abdom Radiol (NY)] 2025 Nov; Vol. 50 (11), pp. 5463-5473. Date of Electronic Publication: 2025 May 13.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 101674571 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 2366-0058 (Electronic) NLM ISO Abbreviation: Abdom Radiol (NY) Subsets: MEDLINE

MeSH Terms: Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Tomography, X-Ray Computed*/methods , Ovarian Neoplasms*/pathology , Ovarian Neoplasms*/diagnostic imaging , Ovarian Neoplasms*/surgery , Liver Neoplasms*/secondary , Liver Neoplasms*/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted*/methods , Artificial Intelligence* , Peritoneal Neoplasms*/diagnostic imaging , Peritoneal Neoplasms*/secondary, Humans ; Female ; Middle Aged ; Adult ; Aged ; Prospective Studies ; Neoplasm Invasiveness/diagnostic imaging ; Radiation Dosage ; Feasibility Studies ; Contrast Media ; Preoperative Care/methods

Identification of the lymph node metastasis atlas and optimal lymph node dissection strategy in patients with resectable lung invasive mucinous adenocarcinoma: a real-world multicenter study.

Authors: Zheng C Zhang GC Zhang L et al.

Source: Military Medical Research [Mil Med Res] 2025 Oct 15; Vol. 12 (1), pp. 67. Date of Electronic Publication: 2025 Oct 15.

Publication Type: Journal Article; Multicenter Study

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101643181 Publication Model: Electronic Cited Medium: Internet ISSN: 2054-9369 (Electronic) Linking ISSN: 20549369 NLM ISO Abbreviation: Mil Med Res Subsets: MEDLINE

MeSH Terms: Lymphatic Metastasis*/physiopathology , Lymphatic Metastasis*/pathology , Lymph Node Excision*/methods , Lymph Node Excision*/standards , Lymph Node Excision*/statistics & numerical data , Adenocarcinoma, Mucinous*/surgery , Lung Neoplasms*/surgery, Humans ; Male ; Female ; Middle Aged ; Aged ; China/epidemiology ; Adult ; Retrospective Studies ; SEER Program/statistics & numerical data ; Kaplan-Meier Estimate

A nomogram based on conventional and contrast-enhanced ultrasound for predicting high-volume central lymph node metastasis in papillary thyroid carcinoma.

Authors: Yan X Peng Q Chen J et al.

Source: BMC cancer [BMC Cancer] 2025 Oct 08; Vol. 25 (1), pp. 1529. Date of Electronic Publication: 2025 Oct 08.

Publication Type: Journal Article

Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 100967800 Publication Model: Electronic Cited Medium: Internet ISSN: 1471-2407 (Electronic) Linking ISSN: 14712407 NLM ISO Abbreviation: BMC Cancer Subsets: MEDLINE

MeSH Terms: Nomograms* , Thyroid Cancer, Papillary*/diagnostic imaging , Thyroid Cancer, Papillary*/pathology , Thyroid Cancer, Papillary*/surgery , Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/diagnostic imaging , Thyroid Neoplasms*/surgery , Lymph Nodes*/diagnostic imaging , Lymph Nodes*/pathology, Humans ; Female ; Male ; Adult ; Ultrasonography/methods ; Middle Aged ; Contrast Media ; Thyroidectomy

Proteomics-Based Mapping of the Lymph Node Metastasis Landscape in Cervical Cancer.

Authors: Hao Y Liu Q Wang B et al.

Source: Journal of proteome research [J Proteome Res] 2025 Oct 03; Vol. 24 (10), pp. 5226-5241. Date of Electronic Publication: 2025 Sep 11.

Publication Type: Journal Article

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 101128775 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1535-3907 (Electronic) Linking ISSN: 15353893 NLM ISO Abbreviation: J Proteome Res Subsets: MEDLINE

MeSH Terms: Uterine Cervical Neoplasms*/pathology , Uterine Cervical Neoplasms*/genetics , Uterine Cervical Neoplasms*/metabolism , Lymphatic Metastasis*/genetics , Lymphatic Metastasis*/pathology , Proteomics*/methods , Biomarkers, Tumor*/genetics , Biomarkers, Tumor*/metabolism, Humans ; Female ; Fatty Acid-Binding Proteins/genetics ; Fatty Acid-Binding Proteins/metabolism ; Gene Expression Regulation, Neoplastic ; Middle Aged ; Prognosis ; Serpins/genetics ; Serpins/metabolism

Interpretable deep fuzzy network-aided detection of central lymph node metastasis status in papillary thyroid carcinoma.

Authors: Wang W Ning Z Zhang J et al.

Source: International journal of computer assisted radiology and surgery [Int J Comput Assist Radiol Surg] 2025 Oct; Vol. 20 (10), pp. 2119-2129. Date of Electronic Publication: 2025 Jun 16.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Germany NLM ID: 101499225 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1861-6429 (Electronic) Linking ISSN: 18616410 NLM ISO Abbreviation: Int J Comput Assist Radiol Surg Subsets: MEDLINE

MeSH Terms: Thyroid Cancer, Papillary*/diagnostic imaging , Thyroid Cancer, Papillary*/pathology , Lymphatic Metastasis*/diagnostic imaging , Lymphatic Metastasis*/pathology , Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/diagnostic imaging , Fuzzy Logic*, Humans ; Male ; Female ; Middle Aged ; Adult ; Ultrasonography/methods ; Aged ; Sensitivity and Specificity ; Lymph Nodes/diagnostic imaging ; Lymph Nodes/pathology ; Young Adult

Immune Cellular Patterns Predicting Lymph Node Status Helps Personalized Management of Stage T1 Esophageal Squamous Cell Carcinoma.

Authors: Zhu H Fan X Liu C et al.

Source: Modern pathology : an official journal of the United States and Canadian Academy of Pathology, Inc [Mod Pathol] 2025 Oct; Vol. 38 (10), pp. 100814. Date of Electronic Publication: 2025 Jun 12.

Publication Type: Journal Article

Journal Info: Publisher: Elsevier Inc Country of Publication: United States NLM ID: 8806605 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1530-0285 (Electronic) Linking ISSN: 08933952 NLM ISO Abbreviation: Mod Pathol Subsets: MEDLINE

MeSH Terms: Esophageal Neoplasms*/pathology , Esophageal Neoplasms*/immunology , Esophageal Neoplasms*/mortality , Esophageal Neoplasms*/therapy , Esophageal Squamous Cell Carcinoma*/immunology , Esophageal Squamous Cell Carcinoma*/pathology , Esophageal Squamous Cell Carcinoma*/mortality , Esophageal Squamous Cell Carcinoma*/therapy , Lymphatic Metastasis*/pathology , Lymphatic Metastasis*/immunology , Lymphocytes, Tumor-Infiltrating*/immunology , Lymphocytes, Tumor-Infiltrating*/pathology , Lymph Nodes*/pathology , Lymph Nodes*/immunology, Humans ; Male ; Female ; Middle Aged ; Aged ; Tumor Microenvironment/immunology ; Neoplasm Staging ; Prognosis ; Precision Medicine ; Biomarkers, Tumor/analysis ; Adult

Multi-omics analysis unveils dysregulation of the tumor immune microenvironment and development of a machine learning-based multi-gene classifier for predicting lateral lymph node metastasis in papillary thyroid carcinoma.

Authors: Yu Q Hao W He Y et al.

Source: Endocrine [Endocrine] 2025 Oct; Vol. 90 (1), pp. 172-187. Date of Electronic Publication: 2025 Jun 15.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: United States NLM ID: 9434444 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1559-0100 (Electronic) Linking ISSN: 1355008X NLM ISO Abbreviation: Endocrine Subsets: MEDLINE

MeSH Terms: Tumor Microenvironment*/genetics , Tumor Microenvironment*/immunology , Thyroid Cancer, Papillary*/genetics , Thyroid Cancer, Papillary*/pathology , Thyroid Cancer, Papillary*/immunology , Thyroid Cancer, Papillary*/diagnosis , Machine Learning* , Thyroid Neoplasms*/genetics , Thyroid Neoplasms*/pathology , Thyroid Neoplasms*/immunology , Lymphatic Metastasis*/diagnosis , Lymphatic Metastasis*/genetics, Humans ; Female ; Male ; Middle Aged ; Adult ; Gene Expression Profiling ; Transcriptome ; Biomarkers, Tumor/genetics ; Exome Sequencing ; Multiomics