1.Computational pathology in precision oncology: Evolution from task-specific models to foundation models.
Yuhao WANG ; Yunjie GU ; Xueyuan ZHANG ; Baizhi WANG ; Rundong WANG ; Xiaolong LI ; Yudong LIU ; Fengmei QU ; Fei REN ; Rui YAN ; S Kevin ZHOU
Chinese Medical Journal 2025;138(22):2868-2878
With the rapid development of artificial intelligence, computational pathology has been seamlessly integrated into the entire clinical workflow, which encompasses diagnosis, treatment, prognosis, and biomarker discovery. This integration has significantly enhanced clinical accuracy and efficiency while reducing the workload for clinicians. Traditionally, research in this field has depended on the collection and labeling of large datasets for specific tasks, followed by the development of task-specific computational pathology models. However, this approach is labor intensive and does not scale efficiently for open-set identification or rare diseases. Given the diversity of clinical tasks, training individual models from scratch to address the whole spectrum of clinical tasks in the pathology workflow is impractical, which highlights the urgent need to transition from task-specific models to foundation models (FMs). In recent years, pathological FMs have proliferated. These FMs can be classified into three categories, namely, pathology image FMs, pathology image-text FMs, and pathology image-gene FMs, each of which results in distinct functionalities and application scenarios. This review provides an overview of the latest research advancements in pathological FMs, with a particular emphasis on their applications in oncology. The key challenges and opportunities presented by pathological FMs in precision oncology are also explored.
Humans
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Precision Medicine/methods*
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Medical Oncology/methods*
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Artificial Intelligence
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Neoplasms/pathology*
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Computational Biology/methods*
2.Serologic Testing and Risk Factor Analysis of Human Cytomegalovirus Infection in Children Aged 0~1 Years in Hohhot Region,2020~2022
Xiaoyan PANG ; Xiaohua WANG ; Yunpeng JI ; Lu LI ; Yuexin SONG ; Xueyuan ZHOU
Journal of Modern Laboratory Medicine 2025;40(5):153-157
Objective To understand the serologic prevalence and infection status of Cytomegalovirus(CMV)in children aged 0~1 years,and explore the risk factors of CMV infection for clinical reference.Methods The data of 4 938 children aged 0~1 years who underwent chemiluminescence enzyme immunoassay for TORCH in Department of Inpatient and Department of Pediatrics Outpatient of Maternal and Child Health Hospital of Inner Mongolia from January 2020 to December 2022 were retrospectively analyzed to understand the seroprevalence of human CMV(HCMV)among children in the region,and analyzed the risk factors associated with HCMV infections by combining the results of laboratory tests and clinical information.Results In 4 938 children,the total antibody positivity rate was 94.01%(4 642/4 938),the total IgG antibody positivity rate was 93.86%(4 635/4 938),the total IgM antibody positivity rate was 8.10%(400/4 938),and the positive rate of the two simultaneous detections was 7.96%(393/4 938).The difference in HCMV-IgG and HCMV-IgM antibodies positivity rates beteen different age groups were statistically significant(χ2=36.350,1 043.199,all P<0.05),and the differences in HCMV-IgG and IgM antibodies between boys and girls were not statistically significant(χ2=0.215,1.184,all P>0.05).According to univariate analysis,the breast-feeding and vaginal delivery rates in the infected group were higher than those in the control group,and the differences in feeding and birth methods were statistically significant(χ2=10.777,5.725,all P<0.05).Multifactorial analysis found that breast-feeding and transvaginal delivery were independent risk factors for HCMV infection,and the differences was statistically significant(Wald χ2=6.247,10.057,all P<0.05).Conclusion The serologic antibody positivity rate of HCMV in children within 1 year of age is as high as 94.01%,and infants aged 3 months to 6 months are most susceptible to infection.Breastfeeding and transvaginal delivery are independent risk factors for HCMV infection in children within 1 year of age.
3.Serologic Testing and Risk Factor Analysis of Human Cytomegalovirus Infection in Children Aged 0~1 Years in Hohhot Region,2020~2022
Xiaoyan PANG ; Xiaohua WANG ; Yunpeng JI ; Lu LI ; Yuexin SONG ; Xueyuan ZHOU
Journal of Modern Laboratory Medicine 2025;40(5):153-157
Objective To understand the serologic prevalence and infection status of Cytomegalovirus(CMV)in children aged 0~1 years,and explore the risk factors of CMV infection for clinical reference.Methods The data of 4 938 children aged 0~1 years who underwent chemiluminescence enzyme immunoassay for TORCH in Department of Inpatient and Department of Pediatrics Outpatient of Maternal and Child Health Hospital of Inner Mongolia from January 2020 to December 2022 were retrospectively analyzed to understand the seroprevalence of human CMV(HCMV)among children in the region,and analyzed the risk factors associated with HCMV infections by combining the results of laboratory tests and clinical information.Results In 4 938 children,the total antibody positivity rate was 94.01%(4 642/4 938),the total IgG antibody positivity rate was 93.86%(4 635/4 938),the total IgM antibody positivity rate was 8.10%(400/4 938),and the positive rate of the two simultaneous detections was 7.96%(393/4 938).The difference in HCMV-IgG and HCMV-IgM antibodies positivity rates beteen different age groups were statistically significant(χ2=36.350,1 043.199,all P<0.05),and the differences in HCMV-IgG and IgM antibodies between boys and girls were not statistically significant(χ2=0.215,1.184,all P>0.05).According to univariate analysis,the breast-feeding and vaginal delivery rates in the infected group were higher than those in the control group,and the differences in feeding and birth methods were statistically significant(χ2=10.777,5.725,all P<0.05).Multifactorial analysis found that breast-feeding and transvaginal delivery were independent risk factors for HCMV infection,and the differences was statistically significant(Wald χ2=6.247,10.057,all P<0.05).Conclusion The serologic antibody positivity rate of HCMV in children within 1 year of age is as high as 94.01%,and infants aged 3 months to 6 months are most susceptible to infection.Breastfeeding and transvaginal delivery are independent risk factors for HCMV infection in children within 1 year of age.
4.Research progress on the treatment of newly diagnosed B cell-acute lymphocytic leuk-emia in different age groups with Blinatumomab
Li XUEYUAN ; Zhou LUKUN ; Feng SIZHOU
Chinese Journal of Clinical Oncology 2024;51(5):258-263
In recent years,interest in exploring the potential of Blinatumomab for treatment of B-cell acute lymphoblastic leukemia(B-ALL)at earlier stages has grown.This is because Blinatumomab has shown promising results in the management of refractory/relapsed(R/R)B-ALL and minimal residual disease(MRD).Blinatumomab has shown comparable efficacy to that of conventional chemotherapy as an altern-ative to consolidation or intensive chemotherapy in pediatric B-ALL patients.Moreover,its use as consolidation therapy or in combination with chemotherapy/targeted therapy,especially in combination with third-generation tyrosine kinase inhibitors(TKIs),shows significant promise for improving prognosis for adult B-ALL patients.This may potentially reduce reliance on allogeneic hematopoietic stem cell trans-plantation(allo-HSCT)in Philadelphia chromosome-positive(Ph+)B-ALL patients.Moreover,Blinatumomab is safer,gentler,and more effect-ive than chemotherapy for older adult patients.Effective therapy options are not yet available for infants with KMT2A rearrangement B-ALL;however,preliminary research indicates that Blinatumomab may offer a breakthrough for this subgroup.In this article,we review progress in investigations of Blinatumomab use in newly diagnosed B-ALL patients.
5.Clinical effects of flaps or myocutaneous flaps transplantation after titanium mesh-retaining debridement in repairing the wounds with exposed titanium mesh after cranioplasty
Lin HE ; Rui WANG ; Chan ZHU ; Xueyuan YU ; Youcheng HE ; Lin ZHOU ; Zhuo ZHANG ; Maoguo SHU
Chinese Journal of Burns 2024;40(3):273-280
Objective:To explore the clinical effects of flaps or myocutaneous flaps transplantation after debridement to repair the wounds with exposed titanium mesh after cranioplasty on the premise of retaining the titanium mesh.Methods:This study was a retrospective observational study. From February 2017 to October 2022, 22 patients with titanium mesh exposure after cranioplasty who met the inclusion criteria were admitted to the Department of Plastic, Aesthetic & Maxillofacial Surgery of the First Affiliated Hospital of Xi'an Jiaotong University, including 15 males and 7 females, aged from 19 to 68 years. After admission, treatments such as bacterial culture of wound exudate sample, anti-infection, and dressing change were carried out. Thorough surgical debridement was performed when the wound improved, and the wound area was 3.0 cm×2.0 cm to 11.0 cm×8.0 cm after debridement. The wound was repaired with local flaps, expanded flaps, or free latissimus dorsi myocutaneous flaps according to the size, location, severity of infection, and surrounding tissue condition of the wounds, and the areas of flaps or myocutaneous flaps were 5.5 cm×4.0 cm to 18.0 cm×15.0 cm. The donor areas of flaps were sutured directly or repaired by split-thickness skin grafts from head. The wound repair method was recorded. The survivals of flaps or myocutaneous flaps after surgery and wound healing in 2 weeks after surgery were recorded. During postoperative follow-up, recurrence of infection or titanium mesh exposure in the implanted area of titanium mesh was observed; the head shapes of patients, scar formation of the operative incision, and baldness were observed. At the last follow-up, the satisfaction of patients with the treatment effect (dividing into three levels: satisfied, basically satisfied, and dissatisfied) was evaluated. The total treatment costs of patients during their hospitalization were calculated.Results:The wounds in 11 cases were repaired with local flaps, the wounds in 5 cases were repaired with expanded flaps, and the wounds in 6 cases were repaired with free latissimus dorsi myocutaneous flaps. All flaps or myocutaneous flaps survived completely after surgery, and all wounds healed well in 2 weeks after surgery. Follow up for 6 to 48 months after operation, only one patient with local flap grafting experienced a recurrence of infection in the titanium mesh implanted area at more than one month after surgery, and the titanium mesh was removed because of ineffective treatment. Except for one patient who had a local depression in the head after removing the titanium mesh, the rest of the patients had a full head shape. Except for myocutaneous flap grafting areas in 6 cases and skin grafting area in 1 case with local flaps grafting had no hair growth, the other patients had no baldness. All the scars in surgical incision were concealed. At the last follow-up, 19 cases were satisfied with the treatment effects, 2 cases were basically satisfied, and 1 case was dissatisfied. The total treatment cost for patients in this group during hospitalization was 11 764-36 452 (22 304±6 955) yuan.Conclusions:For patients with titanium mesh exposure after cranioplasty, on the premise of adequate preoperative preparation and thorough debridement, the wound can be repaired with appropriate flaps or myocutaneous flaps according to the wound condition. The surgery can preserve all or part of the titanium mesh. The postoperative wound healing is good and the recurrence of infection or titanium mesh exposure in the titanium mesh implanted area is reduced, leading to good head shape, reduced surgical frequency, and decreased treatment costs.
6.Pharmacokinetics and bioequivalence of rivaroxaban tablet in Chi-nese healthy subjects
Ran XIE ; Lu CHENG ; Shuang ZHOU ; Xueyuan ZHANG ; Xiaoru WANG ; Xia ZHAO ; Xu HE ; Nan ZHAO ; Bo JIA ; Yimin CUI
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(11):1295-1299
AIM:To evaluate the bioequivalence of the two rivaroxaban tablets in Chinese healthy subjects.METHODS:Twenty-eight subjects under fasting status and twenty-eight subjects under fed status were enrolled in the study.This study was designed as a four period,fully repetitive,cross-over study.All subjects were administered test(T)and reference(R)rivaroxaban tablets(10 mg)un-der fasting and fed condition respectively.Liquid chromatography-tandem mass spectrometry was used to detect the concentrations of rivaroxaban in plasma.WinNonlin 7.0 was used to calculate the main pharmacokinetic parameters(PK)and to eval-uate the bioequivalence.RESULTS:In fasting group,the main pharmacokinetic parameters of T and R preparation were as follows:Cmax were(186.57±56.41)and(187.61±50.89)ng/mL;AUC0-t were(1 156.21±335.85)and(1 177.59±343.72)h·ng·mL-1;AUC0-∞ were(1 235.77±384.03)and(1223.53±392.10)ng·h·mL-1.The 90%confidential interval(CI)of the three main parameters were 90.81%-105.67%,92.83%-103.85%and 95.04%-107.13%.The upper limit of the 90%CI for the test-to-reference ratio of the within-subject of Cmax,AUC0-t and AUC0-∞ were 1.56,1.41 and 1.73.In fed group,the main pharmacokinetic parameters of T and R preparation were as follows:Cmax were(207.81±45.26)and(211.04±36.62)ng/mL;AUC0-t were(1 271.26±260.92)and(1 233.23±201.85)h·ng·mL-1;AUC0-∞ were(1 290.76±264.90)and(1251.68±203.73)ng·h·mL-1.The 90%CI of the three main parameters were 92.82%-102.28%,97.68%-106.68%and 97.71%-106.68%.The upper limit of the 90%CI for the test-to-reference ratio of the within-subject of Cmax,AUC0t and AUC0-∞were 1.76,1.47 and 1.47.CONCLUSION:The two preparations of rivaroxaban tablets were bioequiva-lent.
7.Pharmacokinetics and bioequivalence of rivaroxaban tablet in Chi-nese healthy subjects
Ran XIE ; Lu CHENG ; Shuang ZHOU ; Xueyuan ZHANG ; Xiaoru WANG ; Xia ZHAO ; Xu HE ; Nan ZHAO ; Bo JIA ; Yimin CUI
Chinese Journal of Clinical Pharmacology and Therapeutics 2024;29(11):1295-1299
AIM:To evaluate the bioequivalence of the two rivaroxaban tablets in Chinese healthy subjects.METHODS:Twenty-eight subjects under fasting status and twenty-eight subjects under fed status were enrolled in the study.This study was designed as a four period,fully repetitive,cross-over study.All subjects were administered test(T)and reference(R)rivaroxaban tablets(10 mg)un-der fasting and fed condition respectively.Liquid chromatography-tandem mass spectrometry was used to detect the concentrations of rivaroxaban in plasma.WinNonlin 7.0 was used to calculate the main pharmacokinetic parameters(PK)and to eval-uate the bioequivalence.RESULTS:In fasting group,the main pharmacokinetic parameters of T and R preparation were as follows:Cmax were(186.57±56.41)and(187.61±50.89)ng/mL;AUC0-t were(1 156.21±335.85)and(1 177.59±343.72)h·ng·mL-1;AUC0-∞ were(1 235.77±384.03)and(1223.53±392.10)ng·h·mL-1.The 90%confidential interval(CI)of the three main parameters were 90.81%-105.67%,92.83%-103.85%and 95.04%-107.13%.The upper limit of the 90%CI for the test-to-reference ratio of the within-subject of Cmax,AUC0-t and AUC0-∞ were 1.56,1.41 and 1.73.In fed group,the main pharmacokinetic parameters of T and R preparation were as follows:Cmax were(207.81±45.26)and(211.04±36.62)ng/mL;AUC0-t were(1 271.26±260.92)and(1 233.23±201.85)h·ng·mL-1;AUC0-∞ were(1 290.76±264.90)and(1251.68±203.73)ng·h·mL-1.The 90%CI of the three main parameters were 92.82%-102.28%,97.68%-106.68%and 97.71%-106.68%.The upper limit of the 90%CI for the test-to-reference ratio of the within-subject of Cmax,AUC0t and AUC0-∞were 1.76,1.47 and 1.47.CONCLUSION:The two preparations of rivaroxaban tablets were bioequiva-lent.
8.Efficacy of second-stage Masquelet technique with 3D-printed quantitative bone implants for the treatment of long-segment bone defect following Gustilo type IIIB and IIIC tibial fractures
Yongqiang KANG ; Yongjun RUI ; Yongwei WU ; Yunhong MA ; Jun LIU ; Qingqing ZHANG ; Xueyuan JIA ; Mingyu ZHANG ; Ming ZHOU ; Fang LIN
Chinese Journal of Trauma 2023;39(3):252-258
Objective:To investigate the efficacy of 3D-printed quantitative bone implants assisting second-stage Masquelet technique for the treatment of long-segment bone defect following Gustilo type IIIB and IIIC tibial fractures.Methods:A retrospective case series analysis was made on 26 patients with long-segment bone defect following Gustilo type IIIB and IIIC tibial fractures treated in Wuxi Ninth People′s Hospital from July 2015 to December 2020, including 20 males and 6 females; aged 19-63 years [(46.5±4.5)years]. Gustilo classification was type IIIB in 23 patients and type IIIC in 3. In the first stage, all patients had thoroughly emergent debridement, removal of all free bone pieces, restoration of the length and force line plus externally fixion, and vacuum sealing drainage (VSD) of the residual wound. After 2-7 days, the external fixation was removed and replaced by internal fixation, with the bone cement filling in the defect area and the free flap covering the wound. The length of tibial bone defect was 5-14 cm [(6.3±0.4)cm], and the tibial defect volume was 12.2-73.1 cm 3 [(33.6±9.2)cm 3]. In the second stage (6-19 weeks after injury), the bone cement was removed, followed by autologous bone grafting. Prior to bone grafting, digital technology was used to accurately calculate the bone defect volume, and an equal volume of bone harvesting area was designe to produce the 3D printed osteotomy template. Bone grafting was conducted after bone removal according to the osteotomy template during operation. The success rate of one-time iliac bone extraction, bone harvesting time, and bleeding volume were recorded. Pain in the bone extraction area was evaluated by visual analogue score (VAS) at 1 day and 1 month after operation and at the last follow-up. Wound healing, complications, and bone healing were observed. Life quality was evaluated by health survey brief form (SF-36) including scores of physical component summary (PCS) and mental component summary (MCS) before bone grafting and at the last follow-up. Results:All the patients were followed up for 13-53 months [(32.3±12.5)months]. One-time iliac bone extraction was successful in all the patients. Bone harvesting time was 15-30 minutes [(21.0±2.5)minutes]. The bleeding volume was 50-120 ml [(62.3±29.0)ml]. The VAS was 1-4 points [(1.2±0.9)points] at 1 day after operation, higher than these (0.0±0.0)points at 1 month after operation and at the last follow-up (all P<0.01). Totally, 25 patients obtained wound healing after operation, except for 1 patient with superficial wound infection after bone grafting that was healed by dressing change. There was 1 patient with bone infection after 3 months of bone grafting that was healed by repeated surgery with Masquelet technique in the first and second stage. Besides, 2 patients had symptoms of cutaneous nerve injury in the iliac donor area. The time of bone healing was 4-7 months [(5.8±0.8)months]. The scores of PCS and MCS in SF-36 at the last follow-up were (73.6±12.8)points and (83.6±13.2)points, significantly higher than those before bone grafting [(46.8±0.5)points, (60.7±2.0)points] (all P<0.01). Conclusion:Second-stage Masquelet technique with 3D printed quantitative bone implants for the treatment of long-segment bone defect following Gustilo type IIIB and IIIC tibial fractures is associated with shortened bone harvesting time, attenuated pain, reduced complications, accelerated bone healing and improved function.
9.Thumb reconstruction with free spliced bilateral fibular hallux nail flap: A case report
Miaozhong LI ; Linhai LIU ; Miao YU ; Xiaoling ZHOU ; Xueyuan LI
Chinese Journal of Microsurgery 2022;45(6):688-691
A patient who suffered with degloving and destructive servered distal segment of the left thumb was referred to the Department of Hand Surgery, Ningbo No.6 Hospital in May 2021. The thumb was reconstructed by transfer and splicing of a free bilateral fibular hallux nail flap. Metatarsal artery of the metatarsal fibular side of the flap was anastomosed to the proper palmar digital artery at the recipient site. The nerve meridian were anastomosed to the proper palmar digital nerve of thumb, and the distal arterial arch of the metatarsal base between the flaps was anastomosed at the same time. A V-Y advancement flap was employed to repair the donor site. After 3 months, the transferred flaps survived well, the left thumb nail grew well, and the dynamic TPD was at 7 mm. According to the Evaluation Standard of Thumb and Finger Reconstruction Function of the Society of Hand Surgery of the Chinese Medical Association, it was evaluated as excellent (14 points). The advancement flap in the donor site survived well, and the walking, running and jumping of both feet were not affected. According to Maryland's foot function scoring standard, it was evaluated as excellent (98 points).
10.Transfer of vascular pedicled free medial femoral condyle bone flap in treatment of scaphoid nonunion
Shanqing YIN ; Yaopeng HUANG ; Xianting ZHOU ; Jiadong PAN ; Xueyuan LI ; Xin WANG
Chinese Journal of Microsurgery 2021;44(3):261-266
Objective:To investigate the clinical effect of the free medial femoral condylar bone flap in treatment of scaphoid nonunion.Methods:From May, 2012 to May, 2016, 15 patients, which were 10 males and 5 females and aged from 18 to 63 (mean 43.5±15.5) years, with scaphoid nonunion were treated with transfer of free medial femoral condyle bone flaps. After debridement of the fractural segment in surgery, the bone flap was transferred to scaphoid and had the bone defect filled. The artery of the bone flap was end-to-side or end-to-end anastomosed to the radial artery. The concomitant vein of the bone flap was end-to-end anastomosed to the concomitant vein of the radial artery. Thirteen patients were treated with the free osteoperiosteal medial femoral condylar graft, and 2 were treated with the free osteochondral medial femoral condylar graft. Fracture healing was evaluated based on X-ray evidence. The clinical effect was evaluated by visual analogue scale (VAS), strength of grip and modified Mayo wrist score. The t-test was used to compare the function between before and after surgery. Results:All patients were entered into a followed-up for an average of 32.5 (8-60) months, 11 of them took the follow-up reviews at the outpatient clinic and 4 via WeChat distanced interviews. All fractures of the 15 patients healed with an average healing time at 12.5 (10-16) weeks. The VAS score decreased from (3.5±1.5) before the surgery to (1.0±1.0) after the surgery. The strength of grip increased from (16.5±4.3) kg before the surgery to (31.5±3.5) kg at the last follow-up review. The modified Mayo wrist score increased from (46.2 ±11.4) before the surgery to (68.5 ±10.8) at the last follow-up review. The wrist function was excellent in 8 patients, good in 6 and fair in 1. There was significant difference in functional evaluation ( P<0.05). Conclusion:The transfer of free medial femoral condylar bone flap is effective in the treatment of scaphoid nonunion. This technique provides both of sufficient blood supply and a structural support for defected scaphoid bone and promotes the healing of fracture. Osteochondral flap transfer may be used as an alternative measure to prevent wrist osteoarthritis and collapse, in the case that there is an avascular necrosis of the proximal pole of the scaphoid. It has an advantage in the treatment of refractory scaphoid nonunion.

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