2.Establishment and Verification of A Novel Predictive Model of Malignancy for Non-solid Pulmonary Nodules.
Fei XIAO ; Qiduo YU ; Zhenrong ZHANG ; Deruo LIU ; Chaoyang LIANG
Chinese Journal of Lung Cancer 2019;22(1):26-33
BACKGROUND:
Mathematical predictive model is an effective method for preliminarily identifying the malignant pulmonary nodules. As the epidemiological trend of lung cancer changes, the detection rate of ground-glass-opacity (GGO) like early stage lung cancer is increasing rapidly, timely and proper clinical management can effectively improve the patients' prognosis. Our study aims to establish a novel predictive model of malignancy for non-solid pulmonary nodules, which would provide an objective evidence for invasive procedure and avoid unnecessary operation and the consequences.
METHODS:
We retrospectively analyzed the basic demographics, serum tumor markers and imaging features of 362 cases of non-solid pulmonary nodule from January 2013 to April 2018. All nodules received biopsy or surgical resection, and got pathological diagnosis. Cases were randomly divided into two groups. The modeling group was used for univariate analysis and logistic regression to determine independent risk factors and establish the predictive model. Data of the validation group was used to validate the predictive value and make a comparison with other models.
RESULTS:
Of the 362 cases with non-solid pulmonary nodule, 313 (86.5%) cases were diagnosed as AAH/AIS, MIA or invasive adenocarcinoma, 49 cases were diagnosed as benign lesions. Age, serum tumor markers CEA and Cyfra21-1, consolidation tumor ratio value, lobulation and calcification were identified as independent risk factors. The AUC value of the ROC curve was 0.894, the predictive sensitivity and specificity were 87.6%, 69.7%, the positive and negative predictive value were 94.8%, 46.9%. The validated predictive value is significantly better than that of the VA, Brock and GMUFH models.
CONCLUSIONS
Proved with high predictive sensitivity and positive predictive value, this novel model could help enable preliminarily screening of "high-risk" non-solid pulmonary nodules before biopsy or surgical excision, and minimize unnecessary invasive procedure. This model achieved preferable predictive value, might have great potential for clinical application.
Adenocarcinoma
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blood
;
diagnosis
;
surgery
;
Adult
;
Aged
;
Biomarkers, Tumor
;
blood
;
Carcinoembryonic Antigen
;
blood
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Female
;
Humans
;
Logistic Models
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Lung Neoplasms
;
blood
;
diagnosis
;
surgery
;
Male
;
Middle Aged
;
Models, Theoretical
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Multiple Pulmonary Nodules
;
blood
;
diagnosis
;
surgery
;
Prognosis
;
ROC Curve
;
Retrospective Studies
3.Application value of diagnostic TURP for patients with serum PSA abnormality.
National Journal of Andrology 2013;19(11):999-1002
OBJECTIVETo assess the application value of diagnostic transurethral resection of the prostate (TURP) for benign prostatic hyperplasia (BPH) patients with persistently abnormal serum PSA levels.
METHODSWe performed TURP for 71 BPH patients with the PSA level > 4 microg/L, and analyzed the Gleason scores and prognosis of the cases pathologically confirmed as prostate cancer (PCa). We conducted follow-up visits to all the patients, obtained the PSA levels and International Prostate Symptom scores (IPSS) at 6 and 12 months after TURP, analyzed their changes and assessed the value of TURP in the diagnosis and treatment of BPH with serum PSA abnormality.
RESULTSAmong the 40 patients with negative prostate biopsy and persistent serum PSA abnormality, 2 cases were diagnosed as Gleason score 6 prostatic adenocarcinoma by TURP biopsy, and 1 case as Gleason score 6 PCa by repeated biopsy. All the 3 patients underwent radical prostatectomies and were well recovered during the follow-up visits. Of the 31 patients who had refused biopsy, 9 cases were confirmed by postoperative pathology as Gleason score 7 -9 PCa, 1 treated by radical prostatectomy and the other 8 by endocrine therapy. Another 59 cases were pathologically diagnosed as BPH, of which, the serum PSA level was restored to normal in 56 and significantly reduced in the other 3, and IPSS was remarkably increased in 53 and improved in the other 6 following urethral soundings.
CONCLUSIONDiagnostic TURP can increase the early diagnosis rate of PCa, improve lower urinary tract symptoms (LUTS) and help to normalize the serum PSA level. Therefore, it can be chosen for those with persistent serum PSA abnormality, LUTS and negative prostate biopsy.
Adenocarcinoma ; diagnosis ; Biopsy ; Humans ; Lower Urinary Tract Symptoms ; diagnosis ; Male ; Prognosis ; Prostate ; pathology ; Prostate-Specific Antigen ; blood ; Prostatic Hyperplasia ; diagnosis ; Prostatic Neoplasms ; diagnosis ; Transurethral Resection of Prostate
4.Diagnostic value of combining detection of human epididymis protein 4 and CA125 in patients with malignant ovarian carcinoma.
Min-jie WANG ; Jun QI ; Hai WANG ; Xue-xiang LI ; Bao-jun WEI ; Chao FU ; Jia GAO ; Bin-Bin HAN
Chinese Journal of Oncology 2011;33(7):540-543
OBJECTIVETo investigate the clinical value of combination of human epididymis protein 4 (HE4), CA125 and the Risk of Ovarian Malignancy Algorithm (ROMA) in diagnosis of ovarian carcinoma.
METHODSTo detect the serum concentration of HE4 using ELISA and CA125 using ECL in patients of ovarian carcinoma group (n = 119), borderline ovarian tumor group (n = 36), benign ovarian neoplasm group (n = 96) and female healthy control group (n = 53). The ROMA based on the serum level of CA125, HE4 and a woman's menopausal status was used to calculate the predicted probability (PP) and diagnostic results of ovarian cancers.
RESULTSThe receiver operating characteristic (ROC) analysis showed the cut-off value was 67.3 pmol/L (the AUC was 0.906, the sensitivity was 80.7% and specificity was 94.6%). The serum levels of HE4 and CA125 in the ovarian carcinoma group were significantly higher than that in the borderline ovarian tumor group, benign ovarian neoplasm group and female healthy control group (P < 0.01). The serum levels of CA125 and HE4 showed statistically no significant difference between the borderline ovarian tumor group and benign ovarian neoplasm group (P > 0.05). The levels of HE4 and CA125 were reduced significantly in ovarian patients after surgery therapy (P < 0.01). The sensitivity and specificity of HE4 + CA125 combination was 92.7% and 72.5%. The ROMA that can classify patients into high and low risk groups was established as 9.3% in premenopausal and 27.3% in postmenopausal women.
CONCLUSIONSHE4 is a helpful biomarker for ovarian carcinoma diagnosis. Biomarker combination of HE4 and CA125, and applying of the ROMA are helpful to improve the accuracy in diagnosis of ovarian cancers.
Adenocarcinoma, Mucinous ; blood ; diagnosis ; surgery ; Adolescent ; Adult ; Aged ; Aged, 80 and over ; Biomarkers, Tumor ; blood ; CA-125 Antigen ; blood ; Cystadenocarcinoma, Serous ; blood ; diagnosis ; surgery ; Cystadenoma, Serous ; blood ; diagnosis ; surgery ; Endometriosis ; blood ; diagnosis ; Female ; Humans ; Menopause ; Middle Aged ; Ovarian Neoplasms ; blood ; diagnosis ; surgery ; Proteins ; metabolism ; ROC Curve ; Sensitivity and Specificity ; Teratoma ; blood ; diagnosis ; surgery ; Young Adult
5.Detection of lung adenocarcinoma using magnetic beads based matrix-assisted laser desorption/ionization time-of-flight mass spectrometry serum protein profiling.
Xiu-li LIN ; Shuan-ying YANG ; Jie DU ; Ying-xuan TIAN ; Li-na BU ; Shu-fen HUO ; Feng-peng WANG ; Yan-dong NAN
Chinese Medical Journal 2010;123(1):34-39
BACKGROUNDRecently, due to the rapid development of proteomic techniques, great advance has been made in many scientific fields. We aimed to use magnetic beads (liquid chip) based matrix-assisted laser desorption/ionization time-of-flight mass spectrometry (MALDI-TOF-MS) technology to screen distinctive biomarkers for lung adenocarcinoma (adCA), and to establish the diagnostic protein profiles.
METHODSUsing weak cation exchange magnetic beads (MB-WCX) to isolate and purify low molecular weight proteins from sera of 35 lung adCA, 46 benign lung diseases (BLDs) and 44 healthy individuals. The resulting spectra gained by anchor chip-MALDI-TOF-MS were analyzed by ClinProTools and a pattern recognition genetic algorithm (GA).
RESULTSIn the working mass range of 800 - 10 000 Da, 99 distinctive peaks were resolved in lung adCA versus BLDs, while 101 peaks were resolved in lung adCA versus healthy persons. The profile gained by GA that could distinguish adCA from BLDs was comprised of 4053.88, 4209.57 and 3883.33 Da with sensitivity of 80%, specificity of 93%, while that could separate adCA from healthy control was comprised of 2951.83 Da and 4209.73 Da with sensitivity of 94%, specificity of 95%. The sensitivity provided by carcinoembryonic antigen (CEA) in this experiment was significantly lower than our discriminatory profiles (P < 0.005). We further identified a eukaryotic peptide chain release factor GTP-binding subunit (eRF3b) (4209 Da) and a complement C3f (1865 Da) that may serve as candidate biomarkers for lung adCA.
CONCLUSIONMagnetic beads based MALDI-TOF-MS technology can rapidly and effectively screen distinctive proteins/polypeptides from sera of lung adCA patients and controls, which has potential value for establishing a new diagnostic method for lung adCA.
Adenocarcinoma ; blood ; diagnosis ; Adult ; Aged ; Female ; Humans ; Lung Neoplasms ; blood ; diagnosis ; Magnetics ; Male ; Microspheres ; Middle Aged ; Sensitivity and Specificity ; Spectrometry, Mass, Matrix-Assisted Laser Desorption-Ionization ; methods
6.Detection of plasma cofilin protein for diagnosis of lung cancer.
Yuju ZHENG ; Ye FANG ; Shaojin LI ; Bangxi ZHENG
Journal of Southern Medical University 2013;33(10):1551-1553
OBJECTIVETo detect serum content of cofilin protein in patients with lung cancer and investigate its clinical value.
METHODSThe serum content of cofilin protein was detected in 30 cases of lung cancer and 30 healthy control subjects using enzyme-linked immunosorbent assay.
RESULTSThe mean serum content of cofilin protein was 0.485∓0.465 ng/ml in patients with lung cancer and 0.203∓0.102 ng/ml in the control subjects, showing a significant difference between them (P<0.05). The content of cofilin protein in patients with stage III and IV lung cancer 0.744∓0.584 ng/ml, significantly higher than that in stage II patients (0.257∓0.126 ng/ml).
CONCLUSIONSerum cofilin protein is elevated in patients with lung cancer, especially in cases in advanced stages, suggesting its relation with lung cancer staging.
Actin Depolymerizing Factors ; blood ; Adenocarcinoma ; blood ; diagnosis ; pathology ; Adult ; Aged ; Aged, 80 and over ; Carcinoma, Squamous Cell ; blood ; diagnosis ; pathology ; Enzyme-Linked Immunosorbent Assay ; Female ; Humans ; Lung Neoplasms ; blood ; diagnosis ; pathology ; Male ; Middle Aged ; Neoplasm Staging
7.Characteristics of 3.0T dynamic contrast-enhanced magnetic resonance imaging of lung cancer and its correlation with microvessel density.
Qing CHANG ; Ning WU ; Han OUYANG ; Shuang-Mei ZOU ; Yao HUANG
Acta Academiae Medicinae Sinicae 2009;31(2):242-247
OBJECTIVETo explore the characteristics of 3.0T dynamic contrast-enhanced magnetic resonance (DCE-MR) imaging of lung cancer and its correlation with microvessel density (MVD).
METHODSThirty-seven patients with pathologically proven lung cancer underwent DCE-MR with liver acquisition with volume acceleration sequence. DCE-MR images were acquired intermittently for a total of 4 minutes on a 3.0T MR scanner. The relative enhancing percentage (SI%) at each time point was measured. The shapes of T-SI% curves were defined as A (rapidly ascending followed by a descending branch) and B (rapidly ascending branch followed by a plateau). The early peak enhancement (SIEP%), early peak time (TEP), maximum enhancement (SIpeak%), and peak time (Tpeak) were recorded and compared according to different dimensions, locations, histological types, and differentiation grades of lung cancer. Tumour specimens were immunostained for CD31 and CD34 in ten patients who had undergone surgical resections. The enhancement values were correlated with MVD. Results The SIEP% and SIpeak% of tumors with smaller dimensions (< or = 5 cm) were significantly higher than those with larger dimensions (> 5 cm) (P = 0.014, P = 0.024). The SIEP% and SIpeak% were positively correlated with the tumor MVD. Conclusion The SIEP% and SIpeak% of lung cancer correlate with tumor dimension and can reflect MVD in tumor.
Adenocarcinoma ; blood supply ; diagnosis ; Adult ; Aged ; Carcinoma, Squamous Cell ; blood supply ; diagnosis ; Contrast Media ; Female ; Humans ; Image Enhancement ; methods ; Lung Neoplasms ; blood supply ; diagnosis ; Magnetic Resonance Imaging ; methods ; Male ; Microvessels ; pathology ; Middle Aged ; Neovascularization, Pathologic ; diagnosis
8.Laparoscopically assisted surgical staging in endometrial cancer.
Tae Jin KIM ; Kyung Taek LIM ; Hwan Wook JUNG ; Ki Heon LEE ; In Sou PARK ; Jae Uk SHIM ; Chong Taik PARK
Korean Journal of Obstetrics and Gynecology 2000;43(4):586-590
This paper reports our experiences in laparoscopically assisted surgical staging (LASS) to manage the patients with early-stage endometrial cancer. From March 1996 to March 1999, we performed LASS in 6 patients with clincal stage I adenocarcinoma of the endometrium. We performed laparoscopic-assisted vaginal hysterectomy (LAVH) with bilateral salpingo-oophorectomy (BSO) and intraoperative frozen-section (IFS) diagnosis. The depth of myometrial invasion, tumor differentiation, histologic types, cervical invasion, and adnexal involvement were determined by IFS diagnosis. Laparoscopic pelvic and/or para-aortic lymphadenectomies were performed based on the grade of the tumor and depth of myometrial invasion. One patient was discovered to have tumor metastases in pelvic peritoneum and uterosacral ligaments, and underwent only para-aortic lymphadenectomy for determining field of radiation therapy. 2 out of 5 patients only underwent LAVH with BSO and peroitoneal washing cytology. Three other patients underwent LAVH with BSO, peritoneal washing cytology and pelvic lymphadenectomy because they were identified by IFS diagnosis as intermediate risk group for nodal metastasis. The mean age of the patients was 46.4 years. Total length of the operation time ranged from 100 minutes to 305 minutes and the mean was 187.5 minutes. The mean hemoglobin decrement after the surgery was 0.9 gm/dl. No one recieved blood transfusion. The average number of pelvic and para-aortic lymph nodes removed were 16.7 and 18, respectively. After the surgery, the patients passed gas after an average of 2.0 days and urinated urine after an average of 3.8 days. No one had complication after LASS. Based on our experiences, LASS might be an alternative to the traditional surgical approach in patients with early-stage endometrial carcinoma.
Adenocarcinoma
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Blood Transfusion
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Diagnosis
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Endometrial Neoplasms*
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Endometrium
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Female
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Humans
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Hysterectomy, Vaginal
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Ligaments
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Lymph Node Excision
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Lymph Nodes
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Neoplasm Metastasis
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Peritoneum
9.Thrombocytosis as a prognostic marker in stage III and IV serous ovarian cancer.
Antonia DIGKLIA ; Ioannis A VOUTSADAKIS
Obstetrics & Gynecology Science 2014;57(6):457-463
OBJECTIVE: Thrombocytosis is an adverse prognostic factor in many types of cancer. We investigated if pre-treatment increased platelet counts provide prognostic information specifically in patients with stage III and IV serous ovarian cancer which is the most common clinical presentation of ovarian cancer. METHODS: Platelet number on diagnosis of stage III and IV serous ovarian adenocarcinoma was evaluated in 91 patients for whom there were complete follow-up data on progression and survival. Survival and progression free survival of patients with normal platelet counts (150-350 x10(9)/L) was compared with that of patients with thrombocytosis (>350x10(9)/L) by chi2 and logrank tests. RESULTS: The median age of the patients was 66 years-old. From the 91 patients, 52 (57.1%) had normal platelet counts (median, 273x10(9)/L; range, 153-350) at diagnosis of their disease and 39 patients (42.9%) had thrombocytosis (median, 463x10(9)/L; range, 354-631). In the group of patients with normal platelet counts, 24 of the 52 patients had died with a median survival of 43 months (range, 3-100). In the group of patients with thrombocytosis, 24 of the 39 patients had died with a median survival of 23 months (range, 4-79). In the entire group of 91 patients there was a statistically significant difference of the overall survival and progression-free survival between the two groups (logrank test P=0.02 and P=0.007, respectively). CONCLUSION: In this retrospective analysis of stage III and IV ovarian cancer patients, thrombocytosis at the time of diagnosis had prognostic value regarding overall survival and progression-free survival.
Adenocarcinoma
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Blood Platelets
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Diagnosis
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Disease-Free Survival
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Follow-Up Studies
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Humans
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Ovarian Neoplasms*
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Platelet Count
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Prognosis
;
Retrospective Studies
;
Thrombocytosis*
10.Detection of serum CK19-2G2 and Cyfra21-1 protein and comparison of their diagnostic value for lung cancer.
Chinese Journal of Oncology 2008;30(12):930-932
OBJECTIVETo evaluate and compare the value of serum CK19-2G2 and Cyfra21-1 in diagnosis of lung cancer.
METHODSThe serum concentration of CK19-2G2 and Cyfra21-1 was detected in 104 patients with lung cancer, 71 with benign lung diseases and 105 healthy volunteers. The value of the two parameters in the diagnosis of lung cancer was evaluated with ROC curve analysis. The mean level of CK19-2G2 in the three groups was compared with that of Cyfra21-1 by Mann-Whitney U test, and the correlation between these two parameters was calculated using Pearson coefficient correlation test.
RESULTSThe mean serum CK19-2G2 concentration in the lung cancer group was 2.87 mU/ml, significantly higher than that in the group with benign lung diseases (1.02 mU/ml) and healthy volunteer group (0.01 mU/ml) (P = 0.000). The serum concentration of CK19-2G2 was positively correlated with that of Cyfra21-1, with a Pearson coefficient correlation of 0.543. Furthermore, the mean serum CK19-2G2 level in squamous cell carcinoma group (8.35 mU/ml) was significantly higher than that in the other pathologic groups (P < 0.05).
CONCLUSIONCK19-2G2, with a higher specificity, may be a better tumor marker than CK19-2G2 in respect of specificity for non-small cell lung cancer (NSCLC), especially for squamous lung carcinoma, and deserves further study.
Adenocarcinoma ; blood ; diagnosis ; Adult ; Aged ; Aged, 80 and over ; Antigens, Neoplasm ; blood ; Biomarkers, Tumor ; blood ; Carcinoma, Squamous Cell ; blood ; diagnosis ; Female ; Humans ; Keratin-19 ; blood ; Lung Neoplasms ; blood ; diagnosis ; Male ; Middle Aged ; Peptide Fragments ; blood ; Small Cell Lung Carcinoma ; blood ; diagnosis ; Young Adult