1.Effects of vitamin D supplementation combined with suspended lumbar and abdominal muscle training on rehabilitation and bone metabolism indexes in patients with OVCF after surgery
Guangjian WANG ; Shaoling SUN ; Shaowei SUN ; Weihui JIANG ; Yubin LIU
Chinese Journal of Endocrine Surgery 2025;19(1):101-105
Objective:To explore the effects of vitamin D supplementation combined with suspended lumbar abdominal muscle training on rehabilitation and bone metabolism indexes of patients after OVCF.Methods:A total of 140 patients with osteoporotic vertebral compression fractures (OVCF) treated at Yantaishan Hospital from Jun. 2021 to Jun. 2024 were included in this study. Patients were randomly assigned to a control group and an observation group using a random number table, with 70 patients in each group. The control group received suspension lumbar and abdominal muscle training, while the observation group received vitamin D supplementation combined with suspension lumbar and abdominal muscle training. Outcomes evaluated included VAS scores, Oswestry Disability Index (ODI) , Cobb Angle, lumboabdominal muscle strength, and serum levels of 25-hydroxyvitamin D [25 (OH) D], bone mineral density T value, and bone metabolism markers [serum osteocalcin (OC) , calcitonin (CT) , total type I collagen amino-terminal propeptide (tPINP) , type I collagen carboxy-terminal peptide β special sequence (β-CTX) , intact parathyroid hormone (iPTH) , and bone-specific alkaline phosphatase (BALP) ] measured by chemiluminescence.Results:In comparison with the control group, the VAS and ODI scores in the observation group were lower after treatment ( t=13.66, t=9.87, P < 0.05) . Compared to the control group, the lumbar muscle strength score of the observation group, the 25 (OH) D level and bone mineral density T value was higher after treatment ( t=57.63, t=6.64, t=5.01, P < 0.05) , and the Cobb Angle was smaller ( t=9.21, P < 0.05) .Compared with the control group, the bone metabolism indexes OC, CT, tPINP, and BALP were higher in the observation group after treatment ( t=4.21, t=3.05, t=2.66, t=3.16, P < 0.05) , while the iPTH and β-CTX were lower ( t=7.28, t=3.50, P < 0.05) . Conclusions:Vitamin D supplementation combined with suspended lumbar and abdominal muscle training can promote postoperative rehabilitation of OVCF patients and improve the level of bone metabolism indexes after surgery.
2.Effects of sampling methods on evaluating post-treatment pathological response in resected non-small cell lung cancer specimens with diameter greater than 3 cm
Huifang LIU ; Yan HUANG ; Junhong GUO ; Shaoling LI ; Jielu LIN ; Shengnan ZHAO ; Xiaofeng XIE ; Ranyue WANG ; Jie KONG ; Jianjun LI ; Likun HOU ; Chunyan WU
Chinese Journal of Pathology 2025;54(5):463-469
Objective:To investigate the effects of sampling methods on pathological assessment of resected non-small cell lung cancer (NSCLC) specimen with tumor maximum diameter >3 cm after neoadjuvant therapy.Methods:NSCLC patients with a large tumor (diameter >3 cm) that were resected after neoadjuvant therapy from June 2020 to July 2023 were retrospectively collected in the Department of Pathology, Shanghai Pulmonary Hospital, Shanghai, China. Sampling methods of the tumor bed were performed in accordance with the international and Chinese experts recommendations for resection specimens following neoadjuvant therapy (recommended sampling method, RSM), and all remaining tumor bed lesions were completely sampled after recommended sampling (complete sampling method, CSM). The difference of pathological response assessment of residual viable tumor (RVT) between RSM and CSM was examined.Results:A total of 90 cases were identified and analyzed, including 39 cases of squamous cell carcinoma and 51 cases of adenocarcinoma, treated with neoadjuvant therapy including chemotherapy in 22 cases (24.4%), targeted therapy in 14 cases (15.6%), and chemoimmunotherapy in 54 cases (60.0%). There were 62 males and 28 females with an average age of (62.7±17.9) years. The average tumor maximum diameter was 4.3 cm (range, 3.1-8.0 cm). The average number of sampled blocks was 8 blocks (range, 5 to 16) and 15 blocks (range, 8 to 36) per case by RSM and CSM, respectively. According to the definition of major pathological response (MPR) in which RVT is ≤10%, the numbers of patients with MPR were 34 cases by RSM and 30 cases by CSM, respectively. Four cases showed inconsistent RVT between the two methods, including one case of squamous cell carcinoma and three cases of adenocarcinoma. The RVT of the four inconsistent cases was 7%, 7%, 5% and 9% (MPR by RSM), and 15%, 15%, 15% and 20% (non-MPR by CSM), respectively. The kappa values of MPR consistency evaluated by the two sampling methods were 0.893 for all cases, 0.906 for squamous cell carcinoma cases and 0.751 for adenocarcinoma cases. According to MPR cut-off of 65% for invasive primary adenocarcinoma, 24 cases and 20 cases achieved MPR by RSM and CSM, respectively. Of the four inconsistent cases, the RVT by RSM was 60% in three cases and 65% in one case (MPR), whereas the RVT by CSM was 70% in three cases and 75% in one case (non-MPR). The kappa value of the two sampling methods was 0.741.Conclusions:There is high consistency between RSM and CSM in the pathological assessment of post-treatment responses in resected NSCLC specimens with tumor maximum diameter larger than 3 cm. When the percentage of RVT cells is close to MPR, re-evaluation of the specimen is required and CSM may be necessary to accurately evaluate the degree of pathological remission, assist in clinical postoperative treatment, and predict patient prognosis.
3.Effects of sampling methods on evaluating post-treatment pathological response in resected non-small cell lung cancer specimens with diameter greater than 3 cm
Huifang LIU ; Yan HUANG ; Junhong GUO ; Shaoling LI ; Jielu LIN ; Shengnan ZHAO ; Xiaofeng XIE ; Ranyue WANG ; Jie KONG ; Jianjun LI ; Likun HOU ; Chunyan WU
Chinese Journal of Pathology 2025;54(5):463-469
Objective:To investigate the effects of sampling methods on pathological assessment of resected non-small cell lung cancer (NSCLC) specimen with tumor maximum diameter >3 cm after neoadjuvant therapy.Methods:NSCLC patients with a large tumor (diameter >3 cm) that were resected after neoadjuvant therapy from June 2020 to July 2023 were retrospectively collected in the Department of Pathology, Shanghai Pulmonary Hospital, Shanghai, China. Sampling methods of the tumor bed were performed in accordance with the international and Chinese experts recommendations for resection specimens following neoadjuvant therapy (recommended sampling method, RSM), and all remaining tumor bed lesions were completely sampled after recommended sampling (complete sampling method, CSM). The difference of pathological response assessment of residual viable tumor (RVT) between RSM and CSM was examined.Results:A total of 90 cases were identified and analyzed, including 39 cases of squamous cell carcinoma and 51 cases of adenocarcinoma, treated with neoadjuvant therapy including chemotherapy in 22 cases (24.4%), targeted therapy in 14 cases (15.6%), and chemoimmunotherapy in 54 cases (60.0%). There were 62 males and 28 females with an average age of (62.7±17.9) years. The average tumor maximum diameter was 4.3 cm (range, 3.1-8.0 cm). The average number of sampled blocks was 8 blocks (range, 5 to 16) and 15 blocks (range, 8 to 36) per case by RSM and CSM, respectively. According to the definition of major pathological response (MPR) in which RVT is ≤10%, the numbers of patients with MPR were 34 cases by RSM and 30 cases by CSM, respectively. Four cases showed inconsistent RVT between the two methods, including one case of squamous cell carcinoma and three cases of adenocarcinoma. The RVT of the four inconsistent cases was 7%, 7%, 5% and 9% (MPR by RSM), and 15%, 15%, 15% and 20% (non-MPR by CSM), respectively. The kappa values of MPR consistency evaluated by the two sampling methods were 0.893 for all cases, 0.906 for squamous cell carcinoma cases and 0.751 for adenocarcinoma cases. According to MPR cut-off of 65% for invasive primary adenocarcinoma, 24 cases and 20 cases achieved MPR by RSM and CSM, respectively. Of the four inconsistent cases, the RVT by RSM was 60% in three cases and 65% in one case (MPR), whereas the RVT by CSM was 70% in three cases and 75% in one case (non-MPR). The kappa value of the two sampling methods was 0.741.Conclusions:There is high consistency between RSM and CSM in the pathological assessment of post-treatment responses in resected NSCLC specimens with tumor maximum diameter larger than 3 cm. When the percentage of RVT cells is close to MPR, re-evaluation of the specimen is required and CSM may be necessary to accurately evaluate the degree of pathological remission, assist in clinical postoperative treatment, and predict patient prognosis.
4.Effects of vitamin D supplementation combined with suspended lumbar and abdominal muscle training on rehabilitation and bone metabolism indexes in patients with OVCF after surgery
Guangjian WANG ; Shaoling SUN ; Shaowei SUN ; Weihui JIANG ; Yubin LIU
Chinese Journal of Endocrine Surgery 2025;19(1):101-105
Objective:To explore the effects of vitamin D supplementation combined with suspended lumbar abdominal muscle training on rehabilitation and bone metabolism indexes of patients after OVCF.Methods:A total of 140 patients with osteoporotic vertebral compression fractures (OVCF) treated at Yantaishan Hospital from Jun. 2021 to Jun. 2024 were included in this study. Patients were randomly assigned to a control group and an observation group using a random number table, with 70 patients in each group. The control group received suspension lumbar and abdominal muscle training, while the observation group received vitamin D supplementation combined with suspension lumbar and abdominal muscle training. Outcomes evaluated included VAS scores, Oswestry Disability Index (ODI) , Cobb Angle, lumboabdominal muscle strength, and serum levels of 25-hydroxyvitamin D [25 (OH) D], bone mineral density T value, and bone metabolism markers [serum osteocalcin (OC) , calcitonin (CT) , total type I collagen amino-terminal propeptide (tPINP) , type I collagen carboxy-terminal peptide β special sequence (β-CTX) , intact parathyroid hormone (iPTH) , and bone-specific alkaline phosphatase (BALP) ] measured by chemiluminescence.Results:In comparison with the control group, the VAS and ODI scores in the observation group were lower after treatment ( t=13.66, t=9.87, P < 0.05) . Compared to the control group, the lumbar muscle strength score of the observation group, the 25 (OH) D level and bone mineral density T value was higher after treatment ( t=57.63, t=6.64, t=5.01, P < 0.05) , and the Cobb Angle was smaller ( t=9.21, P < 0.05) .Compared with the control group, the bone metabolism indexes OC, CT, tPINP, and BALP were higher in the observation group after treatment ( t=4.21, t=3.05, t=2.66, t=3.16, P < 0.05) , while the iPTH and β-CTX were lower ( t=7.28, t=3.50, P < 0.05) . Conclusions:Vitamin D supplementation combined with suspended lumbar and abdominal muscle training can promote postoperative rehabilitation of OVCF patients and improve the level of bone metabolism indexes after surgery.
5.The influence of proximal projection on the efficacy of minimally invasive osteotomy for mild to moderate hallux valgus
Jieyuan ZHANG ; Shaoling FU ; Cheng WANG ; Fan YANG ; Jiazheng WANG ; Chenglin WU ; Zhongmin SHI
Chinese Journal of Orthopaedics 2025;45(3):172-179
Objective:To evaluate the clinical efficacy of minimally invasive Chevron-Akin osteotomy (MICA) in the treatment of mild to moderate hallux valgus without addressing the proximal projection.Methods:A retrospective analysis was conducted on 31 patients with unilateral mild to moderate hallux valgus who underwent third-generation MICA surgery at Shanghai Sixth People's Hospital from January 2019 to June 2020. Among these patients, 2 were male and 29 were female, with an average age of 41.13±7.8 years (range: 21-64 years). A total of 12 patients had mild hallux valgus, while 19 patients had moderate hallux valgus. The average body mass index (BMI) was 24.37±1.28 kg/m 2 (range: 22.06-26.13 kg/m 2). Preoperative and postoperative foot X-rays were taken at multiple time points, including 1 day, 1.5 months, 3 months, 12 months, and 24 months after surgery. These X-rays were used to assess the medial eminence width (MEW) of the first metatarsal head, the proximal medial projection width (PMRW) of the first metatarsal, the hallux valgus angle (HVA), the intermetatarsal angle (IMA), and the distal metatarsal articular angle (DMAA). Functional improvements and pain relief were evaluated using the American Orthopaedic Foot and Ankle Society (AOFAS) forefoot score and the visual analogue scale (VAS). Results:All 31 patients completed an average follow-up period of 25.67±2.35 months (range: 24-31 months). The average operation time was 39.55±7.31 minutes (range: 32-46 minutes). The number of intraoperative fluoroscopy exposures averaged 16.23±2.38 times (range: 13-21 times). At the two-year follow-up, significant improvements were observed in all measured parameters when compared to preoperative values ( P<0.05). The HVA decreased from 35.18°±3.59° before surgery to 10.93°±0.90° after surgery. The IMA was reduced from 11.47°±0.85° to 6.94°±0.65°, and the DMAA decreased from 15.24°±1.13° to 4.31°±0.56°. The MEW decreased from 4.07±0.70 mm to 0.13±0.11 mm. The PMRW, which was measured at one day postoperatively and at the two-year follow-up, decreased from 3.44±0.66 mm to 0.19±0.11 mm. Functional assessments also showed significant improvements ( P<0.05). The AOFAS forefoot score increased from 57.42±3.93 before surgery to 89.52±3.46 at the two-year follow-up. Pain levels, as assessed by the VAS, decreased from 5.68±1.11 preoperatively to 0.77±0.50 postoperatively. At the two-year follow-up, 97% of patients reported excellent satisfaction with the surgical outcome. During the follow-up period, complications included mild numbness around the wound in two cases, metatarsophalangeal joint stiffness in one case, and hallux valgus recurrence in one case, accounting for 3% of the cohort. Conclusion:Third-generation MICA without addressing the proximal projection is an effective procedure for correcting mild to moderate hallux valgus. This technique significantly improves foot function, reduces pain, and leads to high levels of patient satisfaction.
6.Correlation of conventional ultrasound and contrast-enhanced ultrasound features with invasive histological features in T 1a clear cell renal cell carcinoma
Jinghua NIU ; Shaoling YUAN ; Yan ZHANG ; Xinyang GUO ; Jinfeng WANG
Cancer Research and Clinic 2025;37(6):445-450
Objective:To explore the correlation between conventional ultrasound and contrast-enhanced ultrasound features and invasive histological features of T 1a clear cell renal cell carcinoma (ccRCC). Methods:A retrospective case series study was conducted. Sixty-seven T 1a ccRCC patients who were admitted to Shanxi Province Cancer Hospital from May 2018 to August 2023 were selected. According to the World Health Organization (WHO)/International Society of Urology and Pathology (ISUP) renal tumor grading system, the patients were divided into the low-grade group (WHO/ISUP grades 1-2, 53 cases) and the high-grade group (WHO/ISUP grades 3-4, 14 cases). The conventional ultrasound and contrast-enhanced ultrasound characteristics of two groups of patients were compared. Multivariate logistic regression model was used to analyze the independent factors of conventional ultrasound and contrast-enhanced ultrasound related to T 1a ccRCC with WHO/ISUP high grade. Results:There were no statistically significant differences in clinical characteristics between the two groups of patients (all P > 0.05). In conventional ultrasound examination, the proportion of patients with tumor exophytic rate <50% in the high-grade group was higher than that in the low-grade group [64.3% (9/14) vs. 34.0% (18/53)], and the difference was statistically significant ( χ2 = 4.23, P = 0.040); there were no statistically significant differences in the distribution of patients with different tumor maximum diameter, laterality, polarity, depth, echo, boundary, and shape between the two groups (all P > 0.05). In contrast-enhanced ultrasound examination, the proportion of patients lack of pseudocapsule sign in the high-grade group was higher than that in the low-grade group [57.1% (8/14) vs. 24.5% (13/53)], and the difference was statistically significant ( χ2 = 4.06, P = 0.044); there were no statistically significant differences in the distribution of patients with different perfusion mode, enhancement degree, enhancement uniformity, and regression mode between the two groups (all P > 0.05). Multivariate logistic regression analysis showed that the conventional ultrasound tumor exophytic rate < 50% (compared to exophytic rate ≥ 50%, OR = 3.732, 95% CI: 1.019-13.664, P = 0.047) and the absence of pseudocapsule sign (compared to the presence of pseudocapsule sign, OR = 4.357, 95% CI: 1.201-15.804, P = 0.025) on contrast-enhanced ultrasound were independent risk factors for high-grade T 1a ccRCC. Conclusions:T 1a ccRCC with the exophytic rate <50% and absence of pseudocapsule sign may have invasive histological features.
7.The influence of proximal projection on the efficacy of minimally invasive osteotomy for mild to moderate hallux valgus
Jieyuan ZHANG ; Shaoling FU ; Cheng WANG ; Fan YANG ; Jiazheng WANG ; Chenglin WU ; Zhongmin SHI
Chinese Journal of Orthopaedics 2025;45(3):172-179
Objective:To evaluate the clinical efficacy of minimally invasive Chevron-Akin osteotomy (MICA) in the treatment of mild to moderate hallux valgus without addressing the proximal projection.Methods:A retrospective analysis was conducted on 31 patients with unilateral mild to moderate hallux valgus who underwent third-generation MICA surgery at Shanghai Sixth People's Hospital from January 2019 to June 2020. Among these patients, 2 were male and 29 were female, with an average age of 41.13±7.8 years (range: 21-64 years). A total of 12 patients had mild hallux valgus, while 19 patients had moderate hallux valgus. The average body mass index (BMI) was 24.37±1.28 kg/m 2 (range: 22.06-26.13 kg/m 2). Preoperative and postoperative foot X-rays were taken at multiple time points, including 1 day, 1.5 months, 3 months, 12 months, and 24 months after surgery. These X-rays were used to assess the medial eminence width (MEW) of the first metatarsal head, the proximal medial projection width (PMRW) of the first metatarsal, the hallux valgus angle (HVA), the intermetatarsal angle (IMA), and the distal metatarsal articular angle (DMAA). Functional improvements and pain relief were evaluated using the American Orthopaedic Foot and Ankle Society (AOFAS) forefoot score and the visual analogue scale (VAS). Results:All 31 patients completed an average follow-up period of 25.67±2.35 months (range: 24-31 months). The average operation time was 39.55±7.31 minutes (range: 32-46 minutes). The number of intraoperative fluoroscopy exposures averaged 16.23±2.38 times (range: 13-21 times). At the two-year follow-up, significant improvements were observed in all measured parameters when compared to preoperative values ( P<0.05). The HVA decreased from 35.18°±3.59° before surgery to 10.93°±0.90° after surgery. The IMA was reduced from 11.47°±0.85° to 6.94°±0.65°, and the DMAA decreased from 15.24°±1.13° to 4.31°±0.56°. The MEW decreased from 4.07±0.70 mm to 0.13±0.11 mm. The PMRW, which was measured at one day postoperatively and at the two-year follow-up, decreased from 3.44±0.66 mm to 0.19±0.11 mm. Functional assessments also showed significant improvements ( P<0.05). The AOFAS forefoot score increased from 57.42±3.93 before surgery to 89.52±3.46 at the two-year follow-up. Pain levels, as assessed by the VAS, decreased from 5.68±1.11 preoperatively to 0.77±0.50 postoperatively. At the two-year follow-up, 97% of patients reported excellent satisfaction with the surgical outcome. During the follow-up period, complications included mild numbness around the wound in two cases, metatarsophalangeal joint stiffness in one case, and hallux valgus recurrence in one case, accounting for 3% of the cohort. Conclusion:Third-generation MICA without addressing the proximal projection is an effective procedure for correcting mild to moderate hallux valgus. This technique significantly improves foot function, reduces pain, and leads to high levels of patient satisfaction.
8.Correlation of conventional ultrasound and contrast-enhanced ultrasound features with invasive histological features in T 1a clear cell renal cell carcinoma
Jinghua NIU ; Shaoling YUAN ; Yan ZHANG ; Xinyang GUO ; Jinfeng WANG
Cancer Research and Clinic 2025;37(6):445-450
Objective:To explore the correlation between conventional ultrasound and contrast-enhanced ultrasound features and invasive histological features of T 1a clear cell renal cell carcinoma (ccRCC). Methods:A retrospective case series study was conducted. Sixty-seven T 1a ccRCC patients who were admitted to Shanxi Province Cancer Hospital from May 2018 to August 2023 were selected. According to the World Health Organization (WHO)/International Society of Urology and Pathology (ISUP) renal tumor grading system, the patients were divided into the low-grade group (WHO/ISUP grades 1-2, 53 cases) and the high-grade group (WHO/ISUP grades 3-4, 14 cases). The conventional ultrasound and contrast-enhanced ultrasound characteristics of two groups of patients were compared. Multivariate logistic regression model was used to analyze the independent factors of conventional ultrasound and contrast-enhanced ultrasound related to T 1a ccRCC with WHO/ISUP high grade. Results:There were no statistically significant differences in clinical characteristics between the two groups of patients (all P > 0.05). In conventional ultrasound examination, the proportion of patients with tumor exophytic rate <50% in the high-grade group was higher than that in the low-grade group [64.3% (9/14) vs. 34.0% (18/53)], and the difference was statistically significant ( χ2 = 4.23, P = 0.040); there were no statistically significant differences in the distribution of patients with different tumor maximum diameter, laterality, polarity, depth, echo, boundary, and shape between the two groups (all P > 0.05). In contrast-enhanced ultrasound examination, the proportion of patients lack of pseudocapsule sign in the high-grade group was higher than that in the low-grade group [57.1% (8/14) vs. 24.5% (13/53)], and the difference was statistically significant ( χ2 = 4.06, P = 0.044); there were no statistically significant differences in the distribution of patients with different perfusion mode, enhancement degree, enhancement uniformity, and regression mode between the two groups (all P > 0.05). Multivariate logistic regression analysis showed that the conventional ultrasound tumor exophytic rate < 50% (compared to exophytic rate ≥ 50%, OR = 3.732, 95% CI: 1.019-13.664, P = 0.047) and the absence of pseudocapsule sign (compared to the presence of pseudocapsule sign, OR = 4.357, 95% CI: 1.201-15.804, P = 0.025) on contrast-enhanced ultrasound were independent risk factors for high-grade T 1a ccRCC. Conclusions:T 1a ccRCC with the exophytic rate <50% and absence of pseudocapsule sign may have invasive histological features.
9.The osteoclastic activity in apical distal region of molar mesial roots affects orthodontic tooth movement and root resorption in rats
Zheng WENHAO ; Lu XIAOFENG ; Chen GUANGJIN ; Shen YUFENG ; Huang XIAOFEI ; Peng JINFENG ; Wang JIAJIA ; Yin YING ; Song WENCHENG ; Xie MENGRU ; Yu SHAOLING ; Chen LILI
International Journal of Oral Science 2024;16(2):322-332
The utilization of optimal orthodontic force is crucial to prevent undesirable side effects and ensure efficient tooth movement during orthodontic treatment.However,the sensitivity of existing detection techniques is not sufficient,and the criteria for evaluating optimal force have not been yet established.Here,by employing 3D finite element analysis methodology,we found that the apical distal region(A-D region)of mesial roots is particularly sensitive to orthodontic force in rats.Tartrate-resistant acidic phosphatase(TRAP)-positive osteoclasts began accumulating in the A-D region under the force of 40 grams(g),leading to alveolar bone resorption and tooth movement.When the force reached 80 g,TRAP-positive osteoclasts started appearing on the root surface in the A-D region.Additionally,micro-computed tomography revealed a significant root resorption at 80 g.Notably,the A-D region was identified as a major contributor to whole root resorption.It was determined that 40 g is the minimum effective force for tooth movement with minimal side effects according to the analysis of tooth movement,inclination,and hyalinization.These findings suggest that the A-D region with its changes on the root surface is an important consideration and sensitive indicator when evaluating orthodontic forces for a rat model.Collectively,our investigations into this region would aid in offering valuable implications for preventing and minimizing root resorption during patients'orthodontic treatment.
10.Quantitative Expression of Latent Disease Factors in Individuals Associated with Psychopathology Dimensions and Treatment Response.
Shaoling ZHAO ; Qian LV ; Ge ZHANG ; Jiangtao ZHANG ; Heqiu WANG ; Jianmin ZHANG ; Meiyun WANG ; Zheng WANG
Neuroscience Bulletin 2024;40(11):1667-1680
Psychiatric comorbidity is common in symptom-based diagnoses like autism spectrum disorder (ASD), attention/deficit hyper-activity disorder (ADHD), and obsessive-compulsive disorder (OCD). However, these co-occurring symptoms mediated by shared and/or distinct neural mechanisms are difficult to profile at the individual level. Capitalizing on unsupervised machine learning with a hierarchical Bayesian framework, we derived latent disease factors from resting-state functional connectivity data in a hybrid cohort of ASD and ADHD and delineated individual associations with dimensional symptoms based on canonical correlation analysis. Models based on the same factors generalized to previously unseen individuals in a subclinical cohort and one local OCD database with a subset of patients undergoing neurosurgical intervention. Four factors, identified as variably co-expressed in each patient, were significantly correlated with distinct symptom domains (r = -0.26-0.53, P < 0.05): behavioral regulation (Factor-1), communication (Factor-2), anxiety (Factor-3), adaptive behaviors (Factor-4). Moreover, we demonstrated Factor-1 expressed in patients with OCD and Factor-3 expressed in participants with anxiety, at the degree to which factor expression was significantly predictive of individual symptom scores (r = 0.18-0.5, P < 0.01). Importantly, peri-intervention changes in Factor-1 of OCD were associated with variable treatment outcomes (r = 0.39, P < 0.05). Our results indicate that these data-derived latent disease factors quantify individual factor expression to inform dimensional symptom and treatment outcomes across cohorts, which may promote quantitative psychiatric diagnosis and personalized intervention.
Humans
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Male
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Female
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Attention Deficit Disorder with Hyperactivity
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Obsessive-Compulsive Disorder
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Adult
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Autism Spectrum Disorder
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Bayes Theorem
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Adolescent
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Young Adult
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Magnetic Resonance Imaging
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Middle Aged
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Child
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Brain/metabolism*
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Cohort Studies
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Comorbidity

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