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1.
Chinese Medical Journal ; (24): 379-387, 2019.
Article in English | WPRIM | ID: wpr-774821

ABSTRACT

BACKGROUND@#An artificial intelligence system of Faster Region-based Convolutional Neural Network (Faster R-CNN) is newly developed for the diagnosis of metastatic lymph node (LN) in rectal cancer patients. The primary objective of this study was to comprehensively verify its accuracy in clinical use.@*METHODS@#Four hundred fourteen patients with rectal cancer discharged between January 2013 and March 2015 were collected from 6 clinical centers, and the magnetic resonance imaging data for pelvic metastatic LNs of each patient was identified by Faster R-CNN. Faster R-CNN based diagnoses were compared with radiologist based diagnoses and pathologist based diagnoses for methodological verification, using correlation analyses and consistency check. For clinical verification, the patients were retrospectively followed up by telephone for 36 months, with post-operative recurrence of rectal cancer as a clinical outcome; recurrence-free survivals of the patients were compared among different diagnostic groups, by methods of Kaplan-Meier and Cox hazards regression model.@*RESULTS@#Significant correlations were observed between any 2 factors among the numbers of metastatic LNs separately diagnosed by radiologists, Faster R-CNN and pathologists, as evidenced by rradiologist-Faster R-CNN of 0.912, rPathologist-radiologist of 0.134, and rPathologist-Faster R-CNN of 0.448 respectively. The value of kappa coefficient in N staging between Faster R-CNN and pathologists was 0.573, and this value between radiologists and pathologists was 0.473. The 3 groups of Faster R-CNN, radiologists and pathologists showed no significant differences in the recurrence-free survival time for stage N0 and N1 patients, but significant differences were found for stage N2 patients.@*CONCLUSION@#Faster R-CNN surpasses radiologists in the evaluation of pelvic metastatic LNs of rectal cancer, but is not on par with pathologists.@*TRIAL REGISTRATION@#www.chictr.org.cn (No. ChiCTR-DDD-17013842).


Subject(s)
Adult , Aged , Aged, 80 and over , Female , Humans , Male , Middle Aged , Artificial Intelligence , Lymphatic Metastasis , Neoplasm Recurrence, Local , Neoplasm Staging , Neural Networks, Computer , Pathologists , Radiologists , Rectal Neoplasms , Diagnostic Imaging , Mortality , Pathology
2.
Clinical Endoscopy ; : 405-410, 2015.
Article in English | WPRIM | ID: wpr-170082

ABSTRACT

BACKGROUND/AIMS: Early colorectal (CR) neoplasm can be cured by endoscopic submucosal dissection (ESD), but clinical experience and factors associated with complications from ESD for CR neoplasms in China have not been reported. METHODS: Seventy-eight cases of early CR neoplasm treated with endoscopic resection performed between December 2012 and December 2013 at Beijing Military General Hospital were included. Factors associated with ESD complications and procedure times were evaluated. RESULTS: The en bloc resection rate was 88.5% (69/78), tumor size was 32.1+/-10.7 mm, and procedure time was 71.8+/-49.5 minutes. The major complication was perforation, which occurred in 8.97% of the ESD procedures. Multivariate logistic regression analysis indicated that only tumor size (p=0.022) was associated with ESD perforation. Tumor size (p<0.001) and the non-lifting sign (p=0.017) were independent factors for procedure time, and procedure time (p=0.016) was a key factor for en bloc resection. After a median 10 months (range, 4 to 16) of follow-up, no patients had local recurrence. CONCLUSIONS: This study indicated that ESD is an applicable method for large early CR neoplasm in the colon and rectum. Tumor size and the non-lifting sign might be considerable factors for increased complication rate and procedural time of ESD.


Subject(s)
Humans , China , Colon , Colorectal Neoplasms , Follow-Up Studies , Hospitals, General , Logistic Models , Military Personnel , Rectum , Recurrence
3.
Chinese Journal of Experimental and Clinical Virology ; (6): 257-259, 2008.
Article in Chinese | WPRIM | ID: wpr-254089

ABSTRACT

<p><b>OBJECTIVE</b>To determine the main genotype of hepatitis B virus (HBV) prevailed in Henan Luohe area.</p><p><b>METHODS</b>Serum specimens were collected from 94 HBsAg positive individuals, and HBV S gene were obtained by PCR amplifying, and the gene sequences were analyzed and the polygenetic tree was drawn by the software MEGA3.</p><p><b>RESULTS</b>About 75.7% samples of HBV S gene clustered in genotype C, about 20% samples clustered at genotype B in the HBV polygenetic tree, about 4.3% samples clustered at genotype D in the HBV polygenetic tree.</p><p><b>CONCLUSION</b>The main genotype of hepatitis B virus prevalent in Henan Luohe is genotype C, genotype B is rarely seen, and genotype D is rarely seen.</p>


Subject(s)
Adolescent , Adult , Aged , Female , Humans , Male , Middle Aged , Young Adult , China , Genotype , Hepatitis B , Virology , Hepatitis B Surface Antigens , Blood , Genetics , Hepatitis B virus , Classification , Genetics , Phylogeny
4.
Acta Academiae Medicinae Sinicae ; (6): 837-839, 2006.
Article in Chinese | WPRIM | ID: wpr-313673

ABSTRACT

<p><b>OBJECTIVE</b>To gain an insight into the large intragenic hMSH2 and hMLH1 deletions in Chinese hereditary nonpolyposis colorectal cancer (HNPCC) families.</p><p><b>METHOD</b>The large intragenic hMSH2 and hMLH1 deletions in 17 probands of HNPCC families were detected with multiplex ligation-dependent probe Three large intragenic hMSH2 deletions of examplification (MLPA) and GeneMapper techniques.</p><p><b>RESULTS</b>on 8, exon 1-6, and exon 1-7 were found in three families respectively, and no hMLH1 deletion was found. The deletions accounted for 19% of the total hMSH2 and hMLHI germline pathogenic mutations.</p><p><b>CONCLUSIONS</b>The incidence of large intragenic mismatch repair (MMR) genes deletions is relatively higher in Chinese families, and hMSH2 deletions may be more common. It is necessary to detect the large intragenic MMR genes deletions in the molecular detection of HNPCC.</p>


Subject(s)
Female , Humans , Male , Adaptor Proteins, Signal Transducing , Genetics , Colorectal Neoplasms, Hereditary Nonpolyposis , Genetics , Gene Deletion , MutL Protein Homolog 1 , MutS Homolog 2 Protein , Genetics , Nuclear Proteins , Genetics , Nucleic Acid Amplification Techniques , Methods , Pedigree
5.
Chinese Journal of Industrial Hygiene and Occupational Diseases ; (12): 359-361, 2005.
Article in Chinese | WPRIM | ID: wpr-285876

ABSTRACT

<p><b>OBJECTIVE</b>To study the microsatellite abnormalities of the aromatic amine exposure-associated transitional cell carcinoma (TCC) and sporadic TCC of urinary bladder, and to evaluate the potential of microsatellite analysis on detection of this diseases.</p><p><b>METHODS</b>Based on our previous investigations, 5 microsatellite markers (D17S695, D9S162, D3S1295, DBH and D3S1234) that had high frequencies of loss of heterozygosity (LOH) in sporadic TCC, were selected for analysis with the bladder lesions derived from 16 patients with aromatic amine exposure history. The microsatellite analysis with urine sediments from the post-operated patients was also carried out.</p><p><b>RESULTS</b>There was at least one informative marker out of the 5 microsatellite foci showed polymorphism in the DNA derived from 16 patients examined. Within 87.50% (14/16) patients, LOH was detected in the bladder lesions at least with one microsatellite marker. The LOH frequency of D3S1295 was higher in occupational TCC patients than that in sporadic TCC patients. The diagnostic accordance rate of patients showed LOH in at least one microsatellite marker with patients diagnosed by pathology was 81.25% (13/16). In the urine sediments from 8 TCC post-operated patients, LOH was found at least with one microsatellite marker.</p><p><b>CONCLUSION</b>There could be a different LOH pattern in aromatic amine exposure-associated TCC, and genes near D3S1295 might play a role in the occupational exposure-associated TCC.</p>


Subject(s)
Humans , Carcinoma, Transitional Cell , Genetics , Pathology , Hydrocarbons, Aromatic , Toxicity , Microsatellite Repeats , Occupational Exposure , Urinary Bladder Neoplasms , Genetics , Pathology
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