1.The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023
Shi-han ANG ; Roger C. HO ; Roger S. MCINTYRE ; Zhisong ZHANG ; Soon-kiat CHANG ; Kayla M. TEOPIZ ; Cyrus SH HO
Psychiatry Investigation 2025;22(4):341-356
Objective:
The variety and efficacy of biomarkers available that may be used objectively to diagnose major depressive disorder (MDD) in adults are unclear. This systematic review aims to identify and evaluate the variety of objective markers used to diagnose MDD in adults.
Methods:
The search strategy was applied via PubMed and PsycINFO over the past 10 years (2013–2023) to capture the latest available evidence supporting the use of biomarkers to diagnose MDD. Data was reported through narrative synthesis.
Results:
Forty-two studies were included in the review. Findings were synthesised based on the following measures: blood, neuroimagingeurophysiology, urine, dermatological, auditory, vocal, cerebrospinal fluid and combinatory—and evaluated based on its sensitivity/specificity and area under the curve values. The best predictors of blood (MYT1 gene), neuroimagingeurophysiological (5-HT1A auto-receptor binding in the dorsal and median raphe), urinary (combined albumin, AMBP, HSPB, APOA1), cerebrospinal fluid-based (neuron specific enolase, microRNA) biomarkers were found to be closely linked to the pathophysiology of MDD.
Conclusion
A large variety of biomarkers were available to diagnose MDD, with the best performing biomarkers intrinsically related to the pathophysiology of MDD. Potential for future research lies in investigating the joint sensitivity of the best performing biomarkers identified via machine learning methods and establishing the causal effect between these biomarkers and MDD.
2.The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023
Shi-han ANG ; Roger C. HO ; Roger S. MCINTYRE ; Zhisong ZHANG ; Soon-kiat CHANG ; Kayla M. TEOPIZ ; Cyrus SH HO
Psychiatry Investigation 2025;22(4):341-356
Objective:
The variety and efficacy of biomarkers available that may be used objectively to diagnose major depressive disorder (MDD) in adults are unclear. This systematic review aims to identify and evaluate the variety of objective markers used to diagnose MDD in adults.
Methods:
The search strategy was applied via PubMed and PsycINFO over the past 10 years (2013–2023) to capture the latest available evidence supporting the use of biomarkers to diagnose MDD. Data was reported through narrative synthesis.
Results:
Forty-two studies were included in the review. Findings were synthesised based on the following measures: blood, neuroimagingeurophysiology, urine, dermatological, auditory, vocal, cerebrospinal fluid and combinatory—and evaluated based on its sensitivity/specificity and area under the curve values. The best predictors of blood (MYT1 gene), neuroimagingeurophysiological (5-HT1A auto-receptor binding in the dorsal and median raphe), urinary (combined albumin, AMBP, HSPB, APOA1), cerebrospinal fluid-based (neuron specific enolase, microRNA) biomarkers were found to be closely linked to the pathophysiology of MDD.
Conclusion
A large variety of biomarkers were available to diagnose MDD, with the best performing biomarkers intrinsically related to the pathophysiology of MDD. Potential for future research lies in investigating the joint sensitivity of the best performing biomarkers identified via machine learning methods and establishing the causal effect between these biomarkers and MDD.
3.The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023
Shi-han ANG ; Roger C. HO ; Roger S. MCINTYRE ; Zhisong ZHANG ; Soon-kiat CHANG ; Kayla M. TEOPIZ ; Cyrus SH HO
Psychiatry Investigation 2025;22(4):341-356
Objective:
The variety and efficacy of biomarkers available that may be used objectively to diagnose major depressive disorder (MDD) in adults are unclear. This systematic review aims to identify and evaluate the variety of objective markers used to diagnose MDD in adults.
Methods:
The search strategy was applied via PubMed and PsycINFO over the past 10 years (2013–2023) to capture the latest available evidence supporting the use of biomarkers to diagnose MDD. Data was reported through narrative synthesis.
Results:
Forty-two studies were included in the review. Findings were synthesised based on the following measures: blood, neuroimagingeurophysiology, urine, dermatological, auditory, vocal, cerebrospinal fluid and combinatory—and evaluated based on its sensitivity/specificity and area under the curve values. The best predictors of blood (MYT1 gene), neuroimagingeurophysiological (5-HT1A auto-receptor binding in the dorsal and median raphe), urinary (combined albumin, AMBP, HSPB, APOA1), cerebrospinal fluid-based (neuron specific enolase, microRNA) biomarkers were found to be closely linked to the pathophysiology of MDD.
Conclusion
A large variety of biomarkers were available to diagnose MDD, with the best performing biomarkers intrinsically related to the pathophysiology of MDD. Potential for future research lies in investigating the joint sensitivity of the best performing biomarkers identified via machine learning methods and establishing the causal effect between these biomarkers and MDD.
4.The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023
Shi-han ANG ; Roger C. HO ; Roger S. MCINTYRE ; Zhisong ZHANG ; Soon-kiat CHANG ; Kayla M. TEOPIZ ; Cyrus SH HO
Psychiatry Investigation 2025;22(4):341-356
Objective:
The variety and efficacy of biomarkers available that may be used objectively to diagnose major depressive disorder (MDD) in adults are unclear. This systematic review aims to identify and evaluate the variety of objective markers used to diagnose MDD in adults.
Methods:
The search strategy was applied via PubMed and PsycINFO over the past 10 years (2013–2023) to capture the latest available evidence supporting the use of biomarkers to diagnose MDD. Data was reported through narrative synthesis.
Results:
Forty-two studies were included in the review. Findings were synthesised based on the following measures: blood, neuroimagingeurophysiology, urine, dermatological, auditory, vocal, cerebrospinal fluid and combinatory—and evaluated based on its sensitivity/specificity and area under the curve values. The best predictors of blood (MYT1 gene), neuroimagingeurophysiological (5-HT1A auto-receptor binding in the dorsal and median raphe), urinary (combined albumin, AMBP, HSPB, APOA1), cerebrospinal fluid-based (neuron specific enolase, microRNA) biomarkers were found to be closely linked to the pathophysiology of MDD.
Conclusion
A large variety of biomarkers were available to diagnose MDD, with the best performing biomarkers intrinsically related to the pathophysiology of MDD. Potential for future research lies in investigating the joint sensitivity of the best performing biomarkers identified via machine learning methods and establishing the causal effect between these biomarkers and MDD.
5.The Clinical Utility of Biomarkers in Diagnosing Major Depressive Disorder in Adults: A Systematic Review of Literature From 2013 to 2023
Shi-han ANG ; Roger C. HO ; Roger S. MCINTYRE ; Zhisong ZHANG ; Soon-kiat CHANG ; Kayla M. TEOPIZ ; Cyrus SH HO
Psychiatry Investigation 2025;22(4):341-356
Objective:
The variety and efficacy of biomarkers available that may be used objectively to diagnose major depressive disorder (MDD) in adults are unclear. This systematic review aims to identify and evaluate the variety of objective markers used to diagnose MDD in adults.
Methods:
The search strategy was applied via PubMed and PsycINFO over the past 10 years (2013–2023) to capture the latest available evidence supporting the use of biomarkers to diagnose MDD. Data was reported through narrative synthesis.
Results:
Forty-two studies were included in the review. Findings were synthesised based on the following measures: blood, neuroimagingeurophysiology, urine, dermatological, auditory, vocal, cerebrospinal fluid and combinatory—and evaluated based on its sensitivity/specificity and area under the curve values. The best predictors of blood (MYT1 gene), neuroimagingeurophysiological (5-HT1A auto-receptor binding in the dorsal and median raphe), urinary (combined albumin, AMBP, HSPB, APOA1), cerebrospinal fluid-based (neuron specific enolase, microRNA) biomarkers were found to be closely linked to the pathophysiology of MDD.
Conclusion
A large variety of biomarkers were available to diagnose MDD, with the best performing biomarkers intrinsically related to the pathophysiology of MDD. Potential for future research lies in investigating the joint sensitivity of the best performing biomarkers identified via machine learning methods and establishing the causal effect between these biomarkers and MDD.
7.Risk factors of local recurrence and survival in patients with upper tract urothelial carcinoma after nephroureterectomy with lymph node dissection
Changwei YUAN ; Chunru XU ; Bao GUAN ; Cuijian ZHANG ; Xiaoying LI ; Zhisong HE ; Liqun ZHOU ; Xuesong LI
Chinese Journal of Urology 2023;44(9):641-647
Objective:To evaluate risk factors for local recurrence and prognosis in patients with upper tract urothelial carcinoma (UTUC) after radical nephroureterectomy combined with lymph node dissection (LND).Methods:The data of 237 patients who were diagnosed with UTUC in Peking University First Hospital and received radical nephroureterectomy combined with LND during January 2010 and March 2022 were retrospectively reviewed. Clinicopathologic characteristics and oncological outcomes were compared according to lymph node metastasis. There were 122 males and 115 females. The tumors of 122 cases were located on the left, while 115 cases were on the right. The tumors of 102 cases were in the renal pelvic, 124 cases in the ureter and 11 cases in both sites. The mean age was (65.52±10.14) years old. The overall survival (OS), cancer-specific survival (CSS), local recurrence-free survival (LRFS) of all patients were valued using Kaplan-Meier method, and the survival curves with statistical significance between two groups were analyzed by log-rank test. Univariate and multivariate Cox proportional hazards regressions were performed to identify the independent risk factors for CSS and LRFS.Results:There were 122 males and 115 females. According to the lymph node metastasis, the patients were divided into lymph node negative group ( n=180, 75.9%) and lymph node positive group ( n=57, 24.1%). Lymph node positive group had a higher percentage in renal tumor [57.9%(33/57) vs. 38.1% (69/180)], stage T 3-4 [84.2%(48/57) vs. 32.8%(59/180)], G 3 [91.2%(52/57) vs. 55.6%(100/180)], glandular differentiation [17.5%(10/57) vs. 4.4%(8/180)], sarcomatoid differentiation [22.8%(13/57) vs. 9.4%(17/180)], necrosis [47.4%(27/57) vs. 16.1%(29/180)], lymphovascular invasion [40.4%(23/57) vs. 12.2%(22/180)] and the number of lymph node dissection [ 4(1, 10) vs. 2(1, 5)]. There were significant differences between the two groups ( P<0.05). Of 237 patients, 42 lost of follow up. The median follow-up time was 46(22, 79) months. Among the 195 patients, 52 patients died, and 42 died due to the tumor. Of all patients, 58(29.7%) had local recurrence, 34 had local recurrence alone, and 24 had concurrent distant metastasis. The 5-year OS and CSS were 67.4% and 71.3%, respectively. The 5-year OS and CSS were 70.5% and 75.1% respectively in the lymph node negative group, 57.5% and 59.4% respectively in the lymph node positive group ( P < 0.05). The 3-year LRFS was 68.0% for all the patients. The 3-year LRFS was 75.6% in the lymph node negative group and 44.5% in the lymph node positive group ( P<0.05). Multivariate analysis showed that tumor stage T 3-4( HR =3.924, 95% CI 2.045-7.529, P<0.001) and G 3( HR=2.871, 95% CI 1.193-6.909, P =0.019) were independent risk factors for LRFS. Multivariate analysis showed that age ≥70 years ( HR = 3.578, 95% CI 1.917-6.678, P<0.001) and pathological stage T 3-4 ( HR =2.366, 95% CI 1.278-4.381, P =0.006) were independent risk factors for CSS. Multivariate analysis showed that age ≥70 years ( HR = 3.874, 95% CI 2.190-6.853, P<0.001) and pathological stage T 3-4 ( HR = 2.757, 95% CI 1.565-4.857, P<0.001) were independent risk factors for OS. Conclusions:Patients with high T stage, high grade, as well as glandular differentiation, sarcomatoid differentiation, necrosis, lymphovascular invasion are more likely to have positive lymph node detection. Age ≥70 years and stage T 3-4 were independent risk factors for CSS and OS. Stage T 3-4 and G 3were independent risk factors for LRFS.
8.Relationship between G9a and Slack channels in dorsal root ganglia of rats with neuropathic pain
Zhisong WANG ; Yanping WANG ; Shimin SHAN ; Linlin ZHANG ; Ziran ZHU ; Yonghao YU ; Guolin WANG ; Yize LI
Chinese Journal of Anesthesiology 2021;41(11):1361-1365
Objective:To evaluate the relationship between the euchromatic histone-lysine N-methyltransferase (G9a) and sodium-dependent activation of potassium channel (Slack) in the dorsal root ganglia (DRG) of rats with neuropathic pain (NP).Methods:Forty-eight clean-grade healthy male Sprague-Dawley rats, aged 1 month, weighing 100-120 g, were divided into 4 groups ( n=12 each) by a random number table method: sham operation group (S group), vector plus sham operation group (VS group), vector plus NP group (VN group), and G9a CRISPR/Cas9 knockout plus NP group (GN group). Sham operation was performed at the age of 2 months in group S. In group VS, AAV5 1 μl was microinjected into L 4 and L 5 DRG at the age of 1 month, and sham operation was performed at the age of 2 months.In VN group and GN group, AAV5 and G9a CRISPR/Cas9 knockout plasmid 1 μl were microinjected into L 4 and L 5 DRG at the age of 1 month, and NP model was established by spinal nerve ligation (SNL) at the age of 2 months.Six rats in each group were selected to measure the mechanical paw withdrawal threshold (MWT) and thermal paw withdrawal latency (TWL) before microinjection (T 0), before SNL (T 1), and at 3, 5 and 7 days after SNL (T 2-4). The animals were sacrificed after the last behavioral testing, the DRGs of lumbar segment (L 4, 5) were removed for determination of the expression of G9a, dimethylation of histone H3 at lysine 9(H3K9me2) and Slack (by Western blot). At 7 days after establishing the model, 6 rats from each group were selected to culture the primary DRG neurons.The frequency and amplitude of Slack current in DRG neurons and miniature excitatory post-synaptic currents (mEPSCs) in the spinal dorsal horn were measured by whole-cell patch-clamp technique. Results:Compared with group S, the TWL was significantly shortened and the MWT was decreased at T 2-4, the expression of G9a and H3K9me2 in the spinal dorsal horn was up-regulated, the expression of Slack was down-regulated, the amplitude and frequency of Slack currents in DRG neurons were decreased, and the frequency of mEPSCs was increased in group VN ( P<0.05), and no significant change was found in the parameters mentioned above in group VS ( P>0.05). Compared with group VN, the TWL was significantly prolonged and the MWT was increased at T 2-4, the expression of G9a and H3K9me2 in the spinal dorsal horn was down-regulated, the expression of Slack was up-regulated, the amplitude and frequency of Slack currents in DRG neurons were increased, and the frequency of mEPSCs was decreased in group GN ( P<0.05). Conclusion:The mechanism of NP is related to up-regulating the expression of G9a in DRG, thus inhibiting the expression and opening of Slack channels in rats.
9.Analysis of risk factors for clinical cure and biochemical recurrence in patients after radical prostatectomy
Yu FAN ; Yelin MULATI ; Lei LIANG ; Qinhan LI ; Zhenan ZHANG ; Binglei MA ; Quan ZHANG ; Zhicun LI ; Tianyu WU ; Yixiao LIU ; Cheng SHEN ; Qian ZHANG ; Wei YU ; Kai ZHANG ; Zhisong HE ; Liqun ZHOU
Chinese Journal of Urology 2021;42(9):644-649
Objective:To evaluate the risk factors of clinical cure and biochemical recurrence (BCR) after radical prostatectomy (RP).Methods:The clinical data of 896 patients who underwent RP at Peking University First Hospital from April 2001 to December 2020 were retrospectively analyzed. Average age was (65.90±6.3) years, median preoperative prostate specific antigen (PSA) was 10.75 (0.36-264.20) ng/ml, median prostate volume was 40.0 (12.0-220.9) ml, median PSA density (PSAD) was 0.27 (0.02-3.42) ng/(ml·g). Clinical staging: 432 cases in T 1c stage, 333 cases in T 2a/bstage, 76 cases in T 2c stage, and 55 cases in ≥T 3 stage. Preoperative Gleason score of biopsy: 193 cases in 3+ 3, 315 cases in 3+ 4, 162 cases in 4+ 3, 226 cases in ≥8. The RP surgery was operated by open or laparoscopic or robot-assisted approach. Clinical cure and BCR were used as the end points for analysis. Clinical cure was defined as a decrease in serum PSA level below 0.03 ng/ml 6 weeks after surgery. BCR was defined as the 2 consecutive serum PSA >0.2ng/ml during the follow-up after RP. Multivariate logistic regression was used to analyze the independent risk factors of clinical cure. The Kaplan-Meier method was used to draw the biochemical recurrence-free survival curve, the log-rank method was used for univariate analysis of BCR, and the Cox regression analysis was used for multivariate analysis. Results:All 896 patients were followed-up for 58 (5-241) months, 678 cases (75.7%) achieved clinical cure. Based on univariate analysis and multivariate analysis, among the preoperative indicators, whether the proportion of positive biopsy needles ≥33% ( P=0.007) and preoperative Gleason score of biopsy ( P=0.041) were independent risk factors of clinical cure. A total of 890 cases were included in the analysis of risk factors of BCR, of whom 172 cases (19.3%) had BCR. The 1-, 5-, and 10-year biochemical recurrence-free survival(BFS)rates were 98.1%, 83.1% and 68.4% respectively. The median BFS has not been reached, and the average BFS was 181 months (95% CI 172-189). The results of univariate and multivariate analysis showed that whether achieved clinical cure ( P=0.001) and postoperative pathological staging ( P<0.001) were independent risk factors of BCR. Conclusions:Whether the proportion of positive biopsy needles≥33% and preoperative Gleason score of biopsy were independent risk factors of clinical cure. Postoperative pathological staging and whether achieved clinical cure may be independent risk factors of BCR.
10.Surgical resection of locally recurrent renal cell carcinoma after radical or partial nephrectomy: feasibility and prognostic analysis
Qi TANG ; Lin YAO ; Han HAO ; Cuijian ZHANG ; Lin CAI ; Xuesong LI ; Liqun ZHOU ; Zhisong HE
Chinese Journal of Urology 2020;41(6):421-425
Objective:To evaluate the feasibility and prognostic features of surgical resection of locally recurrent renal cell carcinoma patients after initial radical or partial nephrectomy.Methods:The data of the patients treated for postoperative locally recurrent renal cell carcinoma from Jan 2005 to Dec 2019 in the Department of Urology, Peking University First Hospital, were analyzed retrospectively. Postoperative locally recurrent of renal cell carcinoma is defined as disease recurring in the remnant kidney, renal fossa, adjacent abdomen, ipsilateral adrenal or retroperitoneal lymph nodes. Secondary surgery includes radical nephrectomy, partial nephrectomy, recurrent mass resection or radiofrequency ablation. The adjuvant therapy and prognostic information after secondary surgery were obtained and analyzed. Ninety-five patients were included in the study, with the median age of 56 years old (14-82 years old). The overall median recurrent interval was 25 months (2-164 months) and the median recurrent interval for radical and partial nephrectomy patients were 30 months and 25 months, with no significant difference. As for the secondary surgery, 63 patients underwent open surgery, 22 patients with laparoscopic surgery and 10 patients with radiofrequency ablation therapy.Result:The median operation time of secondary surgery was 148 minutes (35-330 minutes) and median intraoperative blood loss of 150 ml (20-3 000 ml). There were 8 cases of stage Ⅰ or stage Ⅱ postoperative complication, including wound infection and anemia. A stage Ⅲ complication of postoperative hematuria occured. The patient underwent renal artery embolization to control the hematuria. Eight patients suffered local recurrence and 10 patients experienced distant metastasis after the secondary surgery. During the follow-up, 6 patients died. The overall 3-year, 5-year disease free survival rate was 85.8% and 53.3%, respectively. The median survival time of patients with remnant kidney, renal fossa, and adjacent abdomen recurrence was 78 months, while 49 months for patients with ipsilateral adrenal and retroperitoneal lymph nodes recurrence ( P=0.141). Conclusions:With sufficient evaluation and preparation, the resection of the recurrent mass could be feasible and safe. With completion resection and negative surgery margin, patients could obtain relative long-term survival.

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