1.Association between Tumor Size at the Time of Disease Progression and Survival Outcomes
Chi Hoon MAENG ; Bum Jun KIM ; Myung-Ju AHN ; In Sil CHOI ; Dae Young ZANG ; Bo-Hyung KIM ; Minji KWON ; Dae Seog HEO ; Bhumsuk KEAM
Cancer Research and Treatment 2025;57(2):362-368
Purpose:
This study evaluates the prognostic significance of tumor size at disease progression (PD) and depth of response (DOR) in cancer patients.
Materials and Methods:
We performed post hoc analysis using data from six prospective clinical trials conducted by the Korean Cancer Study Group. Patients with tumor size at PD was categorized into ‘Mild PD’ and ‘Significant PD’ based on the cutoff values of relative change from baseline using maximally selected rank statistics. The overall survival (OS) and progression-free survival (PFS) were compared between PD and DOR categories.
Results:
Among the 194 evaluable patients, 130 experienced PD. A 35.48% decrease from baseline in tumor size at PD was chosen for the cutoff between mild and significant PD for OS (mild PD: tumor size from the baseline ≤ −35.48%; significant PD > −35.48%). The mild PD had superior OS compared to the significant PD (25.8 vs. 12.8 months; Hazard ratio [HR] 0.47, 95% CI 0.266-0.843, p=0.009). When using an exploratory cutoff based on whether the tumor size was below vs. exceeded from the baseline (mild PD: tumor size from the baseline ≤ 0%; significant PD > 0%), OS remained significantly longer in the mild PD (17.1 vs. 11.8 months; HR 0.60, 95% CI 0.392-0.932, p=0.021). The greatest DOR was associated with the longest OS and PFS (p<0.001 for both).
Conclusion
Tumor size at PD and DOR were significant prognostic factors for progressive disease. Maintaining a sufficiently reduced tumor size even during PD was associated with better survival outcomes.
2.Association between Tumor Size at the Time of Disease Progression and Survival Outcomes
Chi Hoon MAENG ; Bum Jun KIM ; Myung-Ju AHN ; In Sil CHOI ; Dae Young ZANG ; Bo-Hyung KIM ; Minji KWON ; Dae Seog HEO ; Bhumsuk KEAM
Cancer Research and Treatment 2025;57(2):362-368
Purpose:
This study evaluates the prognostic significance of tumor size at disease progression (PD) and depth of response (DOR) in cancer patients.
Materials and Methods:
We performed post hoc analysis using data from six prospective clinical trials conducted by the Korean Cancer Study Group. Patients with tumor size at PD was categorized into ‘Mild PD’ and ‘Significant PD’ based on the cutoff values of relative change from baseline using maximally selected rank statistics. The overall survival (OS) and progression-free survival (PFS) were compared between PD and DOR categories.
Results:
Among the 194 evaluable patients, 130 experienced PD. A 35.48% decrease from baseline in tumor size at PD was chosen for the cutoff between mild and significant PD for OS (mild PD: tumor size from the baseline ≤ −35.48%; significant PD > −35.48%). The mild PD had superior OS compared to the significant PD (25.8 vs. 12.8 months; Hazard ratio [HR] 0.47, 95% CI 0.266-0.843, p=0.009). When using an exploratory cutoff based on whether the tumor size was below vs. exceeded from the baseline (mild PD: tumor size from the baseline ≤ 0%; significant PD > 0%), OS remained significantly longer in the mild PD (17.1 vs. 11.8 months; HR 0.60, 95% CI 0.392-0.932, p=0.021). The greatest DOR was associated with the longest OS and PFS (p<0.001 for both).
Conclusion
Tumor size at PD and DOR were significant prognostic factors for progressive disease. Maintaining a sufficiently reduced tumor size even during PD was associated with better survival outcomes.
3.Association between Tumor Size at the Time of Disease Progression and Survival Outcomes
Chi Hoon MAENG ; Bum Jun KIM ; Myung-Ju AHN ; In Sil CHOI ; Dae Young ZANG ; Bo-Hyung KIM ; Minji KWON ; Dae Seog HEO ; Bhumsuk KEAM
Cancer Research and Treatment 2025;57(2):362-368
Purpose:
This study evaluates the prognostic significance of tumor size at disease progression (PD) and depth of response (DOR) in cancer patients.
Materials and Methods:
We performed post hoc analysis using data from six prospective clinical trials conducted by the Korean Cancer Study Group. Patients with tumor size at PD was categorized into ‘Mild PD’ and ‘Significant PD’ based on the cutoff values of relative change from baseline using maximally selected rank statistics. The overall survival (OS) and progression-free survival (PFS) were compared between PD and DOR categories.
Results:
Among the 194 evaluable patients, 130 experienced PD. A 35.48% decrease from baseline in tumor size at PD was chosen for the cutoff between mild and significant PD for OS (mild PD: tumor size from the baseline ≤ −35.48%; significant PD > −35.48%). The mild PD had superior OS compared to the significant PD (25.8 vs. 12.8 months; Hazard ratio [HR] 0.47, 95% CI 0.266-0.843, p=0.009). When using an exploratory cutoff based on whether the tumor size was below vs. exceeded from the baseline (mild PD: tumor size from the baseline ≤ 0%; significant PD > 0%), OS remained significantly longer in the mild PD (17.1 vs. 11.8 months; HR 0.60, 95% CI 0.392-0.932, p=0.021). The greatest DOR was associated with the longest OS and PFS (p<0.001 for both).
Conclusion
Tumor size at PD and DOR were significant prognostic factors for progressive disease. Maintaining a sufficiently reduced tumor size even during PD was associated with better survival outcomes.
4.ResNet-Vision Transformer based MRI-endoscopy fusion model for predicting treatment response to neoadjuvant chemoradiotherapy in locally advanced rectal cancer: A multicenter study.
Junhao ZHANG ; Ruiqing LIU ; Di HAO ; Guangye TIAN ; Shiwei ZHANG ; Sen ZHANG ; Yitong ZANG ; Kai PANG ; Xuhua HU ; Keyu REN ; Mingjuan CUI ; Shuhao LIU ; Jinhui WU ; Quan WANG ; Bo FENG ; Weidong TONG ; Yingchi YANG ; Guiying WANG ; Yun LU
Chinese Medical Journal 2025;138(21):2793-2803
BACKGROUND:
Neoadjuvant chemoradiotherapy followed by radical surgery has been a common practice for patients with locally advanced rectal cancer, but the response rate varies among patients. This study aimed to develop a ResNet-Vision Transformer based magnetic resonance imaging (MRI)-endoscopy fusion model to precisely predict treatment response and provide personalized treatment.
METHODS:
In this multicenter study, 366 eligible patients who had undergone neoadjuvant chemoradiotherapy followed by radical surgery at eight Chinese tertiary hospitals between January 2017 and June 2024 were recruited, with 2928 pretreatment colonic endoscopic images and 366 pelvic MRI images. An MRI-endoscopy fusion model was constructed based on the ResNet backbone and Transformer network using pretreatment MRI and endoscopic images. Treatment response was defined as good response or non-good response based on the tumor regression grade. The Delong test and the Hanley-McNeil test were utilized to compare prediction performance among different models and different subgroups, respectively. The predictive performance of the MRI-endoscopy fusion model was comprehensively validated in the test sets and was further compared to that of the single-modal MRI model and single-modal endoscopy model.
RESULTS:
The MRI-endoscopy fusion model demonstrated favorable prediction performance. In the internal validation set, the area under the curve (AUC) and accuracy were 0.852 (95% confidence interval [CI]: 0.744-0.940) and 0.737 (95% CI: 0.712-0.844), respectively. Moreover, the AUC and accuracy reached 0.769 (95% CI: 0.678-0.861) and 0.729 (95% CI: 0.628-0.821), respectively, in the external test set. In addition, the MRI-endoscopy fusion model outperformed the single-modal MRI model (AUC: 0.692 [95% CI: 0.609-0.783], accuracy: 0.659 [95% CI: 0.565-0.775]) and the single-modal endoscopy model (AUC: 0.720 [95% CI: 0.617-0.823], accuracy: 0.713 [95% CI: 0.612-0.809]) in the external test set.
CONCLUSION
The MRI-endoscopy fusion model based on ResNet-Vision Transformer achieved favorable performance in predicting treatment response to neoadjuvant chemoradiotherapy and holds tremendous potential for enabling personalized treatment regimens for locally advanced rectal cancer patients.
Humans
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Rectal Neoplasms/diagnostic imaging*
;
Magnetic Resonance Imaging/methods*
;
Male
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Female
;
Middle Aged
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Neoadjuvant Therapy/methods*
;
Aged
;
Adult
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Chemoradiotherapy/methods*
;
Endoscopy/methods*
;
Treatment Outcome
5.Research progress on the roles and inhibitors of deubiquitinase USP28 in tumors
Xing LI ; Bo-ya ZHANG ; Li-ting LU ; Yan WANG ; Shuai WEN ; Yong-jun ZANG ; Xiang-ming XU ; Yi MOU
Acta Pharmaceutica Sinica 2024;59(11):2941-2952
The deubiquitinases (DUBs), as the crucial peptidohydrolases in the ubiquitin system, can reverse and strictly regulate ubiquitination and play key roles in various biological processes, including the regulation of protein stability, cell signal transduction. Ubiquitin-specific protease 28 (USP28) involves multiple cancer-related signaling pathways by enhancing the stability of various cancer-related proteins, and is closely associated with the progression of colorectal, breast cancer, lung carcinomas, and pancreatic cancer. USP28 has been considered as a promising drug target in anticancer therapy, and the development of USP28 inhibitors has made some progress. In this article, we review the structure of USP28 and its interaction with substrates, discuss the research progress of USP28 in cancers and summarize the development of USP28 inhibitors.
6.Spatiotemporally resolved metabolomics and isotope tracing reveal CNS drug targets.
Bo JIN ; Xuechao PANG ; Qingce ZANG ; Man GA ; Jing XU ; Zhigang LUO ; Ruiping ZHANG ; Jiangong SHI ; Jiuming HE ; Zeper ABLIZ
Acta Pharmaceutica Sinica B 2023;13(4):1699-1710
Deconvolution of potential drug targets of the central nervous system (CNS) is particularly challenging because of the complicated structure and function of the brain. Here, a spatiotemporally resolved metabolomics and isotope tracing strategy was proposed and demonstrated to be powerful for deconvoluting and localizing potential targets of CNS drugs by using ambient mass spectrometry imaging. This strategy can map various substances including exogenous drugs, isotopically labeled metabolites, and various types of endogenous metabolites in the brain tissue sections to illustrate their microregional distribution pattern in the brain and locate drug action-related metabolic nodes and pathways. The strategy revealed that the sedative-hypnotic drug candidate YZG-331 was prominently distributed in the pineal gland and entered the thalamus and hypothalamus in relatively small amounts, and can increase glutamate decarboxylase activity to elevate γ-aminobutyric acid (GABA) levels in the hypothalamus, agonize organic cation transporter 3 to release extracellular histamine into peripheral circulation. These findings emphasize the promising capability of spatiotemporally resolved metabolomics and isotope tracing to help elucidate the multiple targets and the mechanisms of action of CNS drugs.
7.Application of sequential flap transfer technique for the reconstruction of extensive faciocervical scar
Zixiang CHEN ; Yuanbo LIU ; Miao WANG ; Shan ZHU ; Bo CHEN ; Shanshan LI ; Tinglu HAN ; Mengqing ZANG
Chinese Journal of Plastic Surgery 2023;39(5):472-478
Objective:To investigate the effectiveness of sequential flap transfer technique in the reconstruction of extensive faciocervical scar.Methods:The clinical data of patients with extensive faciocervical scar admitted to the Scar Comprehensive Treatment Center of Plastic Surgery Hospital of Chinese Academy of Medical Sciences from June 2010 to April 2022 were retrospectively analyzed. Pre-expanded medial arm flap or supraclavicular artery perforator plus flap were harvested and used as the first flap to repair the defects left by faciocervical scar resection. Latissimus dorsi myocutaneous flaps or thoracodorsal artery perforator flaps were harvested from the ipsilateral back and used as the second flap to repair the donor sites of the first flap. Donor sites at the back were directly sutured. The survival of flaps, the morphology of donor sites and recipient sites and the scar of donor site were followed up.Results:A total of 13 patients, aged from 5 to 36 years (median age, 14 years), were included, including 8 males and 5 females. Twelve of the 13 cases were post-burn scar, including facial scars in 5 cases, cervical scar in 1 case and faciocervical scar in 6 cases. One case of scar was caused by radiotherapy for facial hemangioma. The size of defects after scar resection and release ranged from 12.0 cm × 8.0 cm to 24.5 cm × 8.0 cm. The operation was successfully completed in all cases. Three pre-expanded supraclavicular artery perforator plus flaps and 10 pre-expanded medial arm flaps, measuring 23.0 cm × 7.0 cm to 27.0 cm ×14.0 cm, were used as the first flap; five latissimus dorsi myocutaneous flaps and eight thoracodorsal artery perforator flaps, measuring 18.0 cm × 7.0 cm to 25.0 cm × 10.0 cm, were used as the second flap. One patient developed hematoma at two days after the pedicle division of medial arm flap and the flap survived completely after removal of the hematoma. Other flaps survived without complications and the incisions were healed in one stage. Patients were followed up for 1 to 48 months, with a median follow-up of 13 months. The color, texture, and thickness of flaps were similar to those of the recipient site. All patients were satisfied with the cosmetic result of recipient sites and donor sites.Conclusion:The sequential flap transfer technique could improve the reconstructive ability of pre-expanded medial arm flap and supraclavicular artery perforator plus flap in surgical treatment of extensive faciocervical scar, minimize the donor site morbidities, assist the closure of donor site and improve the overall outcomes.
8.Application of sequential flap transfer technique for the reconstruction of extensive faciocervical scar
Zixiang CHEN ; Yuanbo LIU ; Miao WANG ; Shan ZHU ; Bo CHEN ; Shanshan LI ; Tinglu HAN ; Mengqing ZANG
Chinese Journal of Plastic Surgery 2023;39(5):472-478
Objective:To investigate the effectiveness of sequential flap transfer technique in the reconstruction of extensive faciocervical scar.Methods:The clinical data of patients with extensive faciocervical scar admitted to the Scar Comprehensive Treatment Center of Plastic Surgery Hospital of Chinese Academy of Medical Sciences from June 2010 to April 2022 were retrospectively analyzed. Pre-expanded medial arm flap or supraclavicular artery perforator plus flap were harvested and used as the first flap to repair the defects left by faciocervical scar resection. Latissimus dorsi myocutaneous flaps or thoracodorsal artery perforator flaps were harvested from the ipsilateral back and used as the second flap to repair the donor sites of the first flap. Donor sites at the back were directly sutured. The survival of flaps, the morphology of donor sites and recipient sites and the scar of donor site were followed up.Results:A total of 13 patients, aged from 5 to 36 years (median age, 14 years), were included, including 8 males and 5 females. Twelve of the 13 cases were post-burn scar, including facial scars in 5 cases, cervical scar in 1 case and faciocervical scar in 6 cases. One case of scar was caused by radiotherapy for facial hemangioma. The size of defects after scar resection and release ranged from 12.0 cm × 8.0 cm to 24.5 cm × 8.0 cm. The operation was successfully completed in all cases. Three pre-expanded supraclavicular artery perforator plus flaps and 10 pre-expanded medial arm flaps, measuring 23.0 cm × 7.0 cm to 27.0 cm ×14.0 cm, were used as the first flap; five latissimus dorsi myocutaneous flaps and eight thoracodorsal artery perforator flaps, measuring 18.0 cm × 7.0 cm to 25.0 cm × 10.0 cm, were used as the second flap. One patient developed hematoma at two days after the pedicle division of medial arm flap and the flap survived completely after removal of the hematoma. Other flaps survived without complications and the incisions were healed in one stage. Patients were followed up for 1 to 48 months, with a median follow-up of 13 months. The color, texture, and thickness of flaps were similar to those of the recipient site. All patients were satisfied with the cosmetic result of recipient sites and donor sites.Conclusion:The sequential flap transfer technique could improve the reconstructive ability of pre-expanded medial arm flap and supraclavicular artery perforator plus flap in surgical treatment of extensive faciocervical scar, minimize the donor site morbidities, assist the closure of donor site and improve the overall outcomes.
9. Expression change and role of myeloma cancer gene mRNA and the non-coding RNA in the hepatocyte cycle initiation and termination during the rat liver regeneration
Qi-Jie XUE ; Cui-Fang CHANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Bing-Yu YE ; Cun-Shuan XU ; Qi-Jie XUE ; Cui-Fang CHANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Kai-Lin LIN ; Chun-Bo ZHANG ; Lu HAN ; Bing-Yu YE ; Cun-Shuan XU
Acta Anatomica Sinica 2023;54(4):41-419
Objective To explore the role pathway and pattern of the myeloma cancer gene (MYC) and its mRNA interaction with the microRNAs(miRNAs) and circular RNA(circRNAs) at hour 0, hour 6 and hour 72 in the rat liver regeneration. Methods The rat 2/3 hepatectomy (PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al. The expression changes of mRNA, miRNA and circRNA [together named as competing endogenous RNA (ceRNA)] were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3.2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at hour 0 and hour 6 after PH, the ratio value of MYC mRNA showed 0.15±0.03 and 2.36±0.20, miR-134-5p indicated 3.22±0.61 and 0.08±0.02, circRNA_12112 displayed 0.68±0.21 and 13.35±3.53. At the same time, the cell cycle initiation-related genes ras association domain family member 1 (RASSF1), cyclin dependent kinase 2 (CDK2), superoxide dismutase 2 (SOD2), which were promoted in expression by MYC, were down-regulated at hour 0 after PH, but the cell cycle initiation-related genes nestin (NES), RAD21 cohesin complex component (RAD21), CUE domain containing 2 (CUEDC2), which are inhibieted in expression by MYC, had no meaningful express changes at hour 0 after PH. On the other hand, the cell cycle initiation-related gene SOD2, which was promoted in expression by MYC, was up-regulated at hour 6 after PH, but the cell cycle initiation-related genes NES, RAD21, CUEDC2, which are inhibieted in expression by MYC, were down-regulated at hour 6 after PH. In contrary, at hour 72 after PH, the ratio value of MYC mRNA showed 2.36±0.20, miR-880-3p indicated 0.54±0.01, circRNA_09599 displayd 0.54±0.16. At the same time, the cell cycle termination-related gene hepatocyte growth factor (HGF), which is promoted in expression by MYC, was up-regulated 72 hours after PH, the cell cycle termination-related genes MET proto-oncogene receptor tyrosine kinase (MET) and cyclin dependent kinase inhibitor 1A (CDKN1A), which are inhibieted in expression by MYC, were down-regulated 72 hours after PH. Conclusion The correlation in expression and role of the miRNAs, which are inhibited by circRNAs, MYC, its mRNA is inhibited by miRNAs, and the cell cycle initiation-related and cell cycle termination-related genes, which are regulated by MYC, are helpful for the hepatocyte to be in cell cycle initiation state at hour 6 after PH and to be in cell cycle termination state at hour 72 after PH.
10. Expression change and role of Kruppel-like factor 4 mRNA, microRNA-881-3p, circular RNA_20298 and circular RNA_14826 in the hepatocyte apoptosis during the rat liver regeneration
Kai-Lin LIN ; Xian-Guang YANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Lu HAN ; Chun-Bo ZHANG ; Cun-Shuan XU ; Kai-Lin LIN ; Xian-Guang YANG ; Zi-Hui WANG ; Xia-Yan ZANG ; Qi-Jie XUE ; Lu HAN ; Chun-Bo ZHANG ; Cun-Shuan XU ; Zhi-Hu ZHAO
Acta Anatomica Sinica 2023;54(4):420-424
[ Abstract] Objective To explore the role pathway and pattern of the Kruppel-like factor 4 (KLF4) and its mRNA interaction with microRNA (miRNAs) and circular RNA (circRNAs) at 0 hour and the 120 th hour in the rat liver regeneration. Methods The rat 2 / 3 hepatectomy (partial hepatectomy, PH) model was prepared as described by Higgins, the hepatocytes were isolated according to the method of Smedsrod et al, the expression changes of mRNA, miRNA and circRNA together named as competing endogenous RNA (ceRNA) were detected by the large-scale quantitative detection technology, the interaction network of ceRNA was constructed by Cytoscape 3. 2 software, and their correlation in expression and role were analyzed by ceRNA comprehensive analysis. Results It was found that at the 0 hour and the 120th hour PH, the ratio value of KLF4 mRNA showed 1. 00±0. 16 and 3. 14±0. 27, miR-881-3p displays 18. 30±1. 44 and 0. 47±0. 02, circRNA_20298 indicated 0. 32±0. 10 and 4. 24±0. 22, circRNA_14826 showed 0. 42±0. 13 and 0. 61±0. 08. At the same time, the four kinds of cell apoptosis-related genes adrenoceptor beta 2 (ADRB2), dimethylarginine dimethylaminohydrolase 2 (DDAH2), annexin A5 (ANXA5), ect, which were promoted in expression by KLF4, were down-regulated at 0 hour after PH, but the cell apoptosis-related genes synuclein gamma (SNCG), glutathione-disulfide reductase (GSR), FYVE, RhoGEF and PH domain containing 4 (FGD4), ect, which were inhibited in expression by KLF4, were up-regulated at 0 hour after PH. On the other hand, the cell apoptosis-related genes ANXA5 and thymosin beta 10 (TMSB10), which are promoted in expression by KLF4, were up-regulated at the 120th hour after PH, but the cell apoptosis-related genes chloride intracellular channel 4 (CLIC4) and ataxin 3 (ATXN3), ect, which were inhibited in expression by KLF4, were down-regulated at the 120th hour after PH. Conclusion The correlation in expression and role of the miRNAs, which are inhibited by circRNAs, KLF4, its mRNA is inhibited by miRNAs, and the cell apoptosis-related genes, which are regulated by KLF4, are helpful for the hepatocyte to be in active state 0 hour after PH and to be in apoptotic state 120-hour after PH.

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