scholarly journals SUN-094 Long-Term Safety and Efficacy of Leuprorelin in Treating Central Precocious Puberty: A Large, Open-Label, Multicenter, Phase IV Study in China

2020 ◽  
Vol 4 (Supplement_1) ◽  
Author(s):  
Xiaoping Luo ◽  
Ling Hou ◽  
Yan Zhong ◽  
Yu Yang ◽  
Pin Li ◽  
...  
Keyword(s):  
Adverse Events ◽  
Treatment Period ◽  
Precocious Puberty ◽  
Tanner Stage ◽  
Central Precocious Puberty ◽  
Chinese Patients ◽  
Gnrh Analogue ◽  
Open Label ◽  
Safety And Efficacy

Abstract BACKGROUND: Leuprorelin (Enantone®) is a gonadotropin-releasing hormone (GnRH) analogue used worldwide to treat central precocious puberty (CPP). This clinical trial aimed to evaluate the long-term safety and efficacy of leuprorelin in treating Chinese CPP children. Methods: This is the first, prospective, open-label, and multicenter study conducted from 2015 to 2018, in China. As a large interventional study, it included a four-week screening period, a 96-week treatment period, and a four-week safety follow-up period. Eligible subjects were treated with leuprorelin subcutaneously once every four weeks for 96 weeks. At the beginning of the study, subjects whose body weight ≥20 kg received a dose of 3.75 mg and those <20 kg received a dose of 1.88 mg and then the dose was allowed to be adjusted during the study based on subject’s condition and investigator’s judgment. The primary endpoint was the incidence of adverse events during treatment, and the secondary endpoint was the percentage of subjects who had regression or no progression in Tanner stage at Week 96 compared with baseline. Results: A total of 307 CPP patients from 11 Chinese medical centers received leuprorelin, of which 305 (99.3%) were girls and 2 were boys (0.7%), with a mean (±SD) age of 7.95±0.982 years and a mean height of 133.68±7.108 cm. Two hundred eighty-three (92.2%) patients completed the 96-week treatment period. Two hundred fifty-two patients (82.1%) reported treatment-emergent adverse events (TEAEs)—most of which (79.5%) were mild to moderate. Only 33 (10.7%) patients experienced TEAEs that were considered related to leuprorelin. The most frequent (>2%) drug-related TEAEs were injection site induration (4.6%, 14/307) and vaginal bleeding (2.3%, 7/305). After the 96-week treatment period, 83.5% female subjects had regression or no progression in Tanner stage compared with baseline (95% CI: 78.68%, 87.62%) and the 2 male subjects had progression of 1 point in Tanner stage genital score occurred at Week 12 and then remained stable throughout the study. By the end of the treatment period, the majority of subjects had decreased GnRH stimulated peak LH and FSH, as well as reduced sex hormone levels and bone age/chronological age ratio compared with baseline. The subjects also had increased predicted adult height and BMI after treatment. Conclusions: This Chinese study demonstrated that CPP was effectively treated in most patients who received leuprorelin (Enantone®) for nearly two years. Any drug-related adverse events were reported with low incidence (<5%) and were consistent with the known safety profile of leuprorelin. Leuprorelin was shown to be well tolerated and effective in the management of CPP in Chinese patients.

Long-Term Results of GnRH Analogue (Buserelin) Treatment in Girls with Central Precocious Puberty

1985 ◽  
Vol 74 (6) ◽  
pp. 945-949 ◽  
Author(s):  
R. BRAUNER ◽  
E. THIBAUD ◽  
P. BISCHOF ◽  
PC. SIZONENKO ◽  
R. RAPPAPORT
Keyword(s):  
Precocious Puberty ◽  
Central Precocious Puberty ◽  
Long Term Results ◽  
Gnrh Analogue ◽  
Buserelin Treatment

One-Year Open-Label Safety and Efficacy Study of Paliperidone Extended-Release Tablets in Patients With Schizophrenia

CNS Spectrums ◽  
2010 ◽  
Vol 15 (8) ◽  
pp. 506-514 ◽  
Author(s):  
Michelle Kramer ◽  
George Simpson ◽  
Valentinas Maciulis ◽  
Stuart Kushner ◽  
Yanning Liu ◽  
...  
Keyword(s):  
Adverse Events ◽  
Extended Release ◽  
Tolerability Profile ◽  
Open Label ◽  
Double Blind ◽  
Safety And Efficacy ◽  
Stabilization Phase ◽  
Open Label Extension ◽  
Paliperidone Extended Release

ABSTRACTIntroduction: This 52-week open-label extension (OLE) to a double-blind placebo-controlled recurrence prevention study examined the long-term safety and efficacy of flexibly-dosed paliperidone extended-release (ER) tablets in patients with schizophrenia.Methods: Patients entering the OLE either entered from the double-blind phase (placebo or paliperidone ER treatment) or entered directly from the run-in or stabilization phase (paliperidone ER) of the earlier study. During the OLE, patients were treated with flexibly-dosed paliperidone ER (3–15 mg/day; 9 mg starting dose). Safety and tolerability assessments included incidence of adverse events and extrapyramidal symptoms. Efficacy was also assessed.Results: The study population (n=235) was predominantly men (66%), 18–58 years of age. Twelve patients (5%) experienced an adverse event requiring treatment discontinuation. One or more serious treatment-emergent adverse events were reported in 13 patients (6%). There was one death. The mean Positive and Negative Syndrome Scale total score decreased from open-label baseline to endpoint for all groups, regardless of previous double-blind treatment (placebo or paliperidone ER).Conclusion: This year-long OLE provides information on the long-term safety and tolerability of paliperidone ER in patients with schizophrenia. The resulting safety and tolerability profile was similar to that seen in earlier short-term studies.

Safety and Efficacy Of Long-Term Open-Label Romiplostim Dosing In Thrombocytopenic Pediatric Patients With Immune Thrombocytopenia (ITP)

Blood ◽  
2013 ◽  
Vol 122 (21) ◽  
pp. 3530-3530
Author(s):  
Michael D. Tarantino ◽  
James B. Bussel ◽  
Amy Geddis ◽  
Michael F. Guerrera ◽  
Alan K. Ikeda ◽  
...  
Keyword(s):  
Adverse Events ◽  
Board Of Directors ◽  
Research Funding ◽  
Pediatric Patients ◽  
Open Label ◽  
Advisory Committees ◽  
Safety And Efficacy ◽  
Platelet Counts ◽  
Equity Ownership

Abstract Background Chronic pediatric ITP is an autoimmune disorder characterized by increased platelet destruction and suboptimal platelet production, resulting in low platelet counts. Romiplostim is a peptibody that stimulates platelet production via activation of the thrombopoietin (TPO) receptor. Romiplostim increased and maintained platelet counts in thrombocytopenic children with ITP in a phase 1/2 trial. Patients who completed this study or an ongoing phase 3 trial were given the option of rolling over into an open-label long-term extension study. Objectives To evaluate the safety and efficacy of long-term use of romiplostim in pediatric ITP. Methods Patients received weekly subcutaneous injections of romiplostim; the starting dose was the last dose in the prior study. Patients who had received placebo started at 1 μg/kg. Dose adjustments targeted platelet counts in the range of 50–200 x 109/L. The maximum allowed romiplostim dose was 10 µg/kg. Assessments of adverse events, concomitant medications, and local platelet counts were performed weekly. The primary endpoint was incidence of adverse events. The protocol did not require bone marrow biopsies to be performed, but when performed, specimens were submitted to a central lab for analysis. Patients who were on a stable dose had the option to receive romiplostim at home; patients and their caregivers then recorded dosing date, time, volume administered, and any dosing errors. Patients who turned 18 years of age during this study were permitted to remain on study. Results Twenty-two patients (N = 12 from the phase 1/2 study and N = 10 from the phase 3 study) were treated with romiplostim for up to 172 weeks (3.3 years). Baseline demographics included a median age of 12.0 years (range 3–16), 50% male, and 18.2% with prior splenectomy. Median romiplostim treatment duration was 89.0 weeks (range 3–172); median total number of doses was 64 (range 3–171); median average weekly romiplostim dose was 4.0 µg/kg (range 1–10), including ramp up to stable dose; and median maximum dose was 8.0 µg/kg (range 1–10). Of the 4 patients who discontinued the study, 3 withdrew consent and 1 was noncompliant; no patients withdrew due to safety issues and 18 continued on study. After the first week of this extension study, which for some patients was the first week of romiplostim, median platelet counts remained above 50 x 109/L throughout the study, and were in the target range of 50–200 x 109/L for all visits but weeks 76 and 156 (Figure). The median romiplostim dose (Q1, Q3) was 6.0 (2.0, 8.0) µg/kg at week 1 and 3.5 (0.0, 7.0) µg/kg at week 168 (Figure). Four patients discontinued romiplostim. Eight patients received rescue medications (defined as medications used for platelet counts < 10 x 109/L, bleeding/wet purpura, or investigator decision) which included immunoglobulins (3 patients), tranexamic acid (3 patients), platelet transfusion (1 patient), aminocaproic acid (1 patient), and prednisone (1 patient). Four patients had serious adverse events (asthma, hemangioma, hypotension, infection, thrombocytopenia, and transfusion reaction) and 1 had life-threatening adverse events (infection and thrombocytopenia). None of the serious adverse events were deemed treatment-related by the investigators. There were no fatal adverse events. Twelve patients had bleeding adverse events; 2 of which were deemed treatment-related (gingival bleeding and petechiae). Bleeding adverse events included epistaxis (4 patients); petechiae (3 patients); gingival bleeding (2 patients); hemorrhage (2 patients); and bleeding from the anus, injection site, lip, and mouth (1 patient each). No bone marrow biopsies were performed as part of this study. Conclusion In this open-label extension study, long term treatment with romiplostim maintained platelet counts in pediatric patients with chronic ITP without significant toxicity. Future results from this ongoing study will provide additional safety and efficacy data regarding long-term use of romiplostim in children with ITP. Disclosures: Tarantino: Pfizer: Membership on an entity’s Board of Directors or advisory committees; Octapharma: Membership on an entity’s Board of Directors or advisory committees; Novo Nordisk: Membership on an entity’s Board of Directors or advisory committees, Research Funding; Grifols: Membership on an entity’s Board of Directors or advisory committees, Research Funding, Speakers Bureau; BPL: Membership on an entity’s Board of Directors or advisory committees; Baxter: Membership on an entity’s Board of Directors or advisory committees; Amgen: Membership on an entity’s Board of Directors or advisory committees. Off Label Use: Romiplostim is approved for the treatment of adults with chronic ITP. Romiplostim is not approved for the treatment of pediatric patients with chronic ITP. Bussel:Amgen: Equity Ownership, Membership on an entity’s Board of Directors or advisory committees, Research Funding; GlaxoSmithKline: Equity Ownership, Membership on an entity’s Board of Directors or advisory committees, Research Funding; Cangene: Research Funding; Genzyme: Research Funding; IgG of America: Research Funding; Immunomedics: Research Funding; Ligand: Membership on an entity’s Board of Directors or advisory committees, Research Funding; Eisai: Membership on an entity’s Board of Directors or advisory committees, Research Funding; Shionogi: Membership on an entity’s Board of Directors or advisory committees, Research Funding; Sysmex: Research Funding; Symphogen: Membership on an entity’s Board of Directors or advisory committees. Nie:Amgen: Employment, Equity Ownership. Eisen:Amgen: Employment, Equity Ownership.

scholarly journals Long-term Safety and Efficacy of Etrasimod for Ulcerative Colitis: Results from the Open-label Extension of the OASIS Study

2021 ◽  
Author(s):  
Séverine Vermeire ◽  
Michael Chiorean ◽  
Julián Panés ◽  
Laurent Peyrin-Biroulet ◽  
Jinkun Zhang ◽  
...  
Keyword(s):  
Ulcerative Colitis ◽  
Adverse Events ◽  
Clinical Response ◽  
Clinical Remission ◽  
Controlled Trial ◽  
Open Label ◽  
Safety And Efficacy ◽  
End Of Treatment ◽  
Open Label Extension

Abstract Background and Aims Etrasimod is an oral, selective, sphingosine 1-phosphate receptor modulator. In a phase 2, randomised, double-blind, placebo-controlled trial in adults with moderately-to-severely active ulcerative colitis (OASIS), etrasimod 2 mg provided significant benefit versus placebo and was generally well tolerated. This open-label extension (OLE) evaluated safety and efficacy of etrasimod for up to 52 weeks. Methods In OASIS, 156 patients received etrasimod 1 mg, etrasimod 2 mg, or placebo once-daily for 12 weeks. After completing OASIS, patients could enrol in the OLE and receive etrasimod 2 mg for an additional 34–40 weeks. Results 118 patients enrolled in the OLE; 112 patients received etrasimod 2 mg at any point and were evaluated for safety and efficacy. A total of 92 (82%) patients who received etrasimod 2 mg in the OLE completed the study. Treatment-emergent adverse events occurred in 60% (67/112) of patients receiving etrasimod 2 mg at any time, most commonly worsening ulcerative colitis and anaemia; 94% of adverse events were mild/moderate. At end of treatment, 64% of patients met the criteria for clinical response, 33% for clinical remission, and 43% for endoscopic improvement. Week 12 clinical response, clinical remission, or endoscopic improvement was maintained to end of treatment in 85%, 60%, or 69% of patients, respectively. Steroid-free clinical remission occurred in 22% of overall patients. Conclusions In this long-term extension study, etrasimod 2 mg demonstrated a favourable safety profile. Most patients with clinical response, clinical remission, or endoscopic improvement at Week 12 maintained that status to end of treatment. ClinicalTrials.gov numbers NCT02447302, NCT02536404.

Effective Treatment of Chronic Hand Dermatitis with 36 Continuous Months of Alitretinoin Administration: Report of Three Cases

2012 ◽  
Vol 16 (4) ◽  
pp. 267-271 ◽  
Author(s):  
Wayne P. Gulliver ◽  
Kenneth A. Baker
Keyword(s):  
Adverse Events ◽  
Treatment Period ◽  
Global Assessment ◽  
Current Medical ◽  
Continuous Treatment ◽  
Treatment Withdrawal ◽  
Prolonged Treatment ◽  
Safety And Efficacy ◽  
Hand Dermatitis

Background: Moderate to severe chronic hand dermatitis (CHD) is not well controlled by current medical strategies; however, recent studies have shown significant improvement in patients treated with up to 6 months of oral alitretinoin (9- cis-retinoic acid). The results of longer-term continuous treatment are lacking. Objective: To evaluate the long-term safety and efficacy of alitretinoin for the treatment of CHD. Methods: The Physician's Global Assessment (PGA) and Modified Total Lesion Symptom Score (MTLSS) were used to assess CHD improvement in three patients treated with alitretinoin (10–30 mg/d). Patients had routine bloodwork and were monitored for adverse events. Results: Significant improvement in MTLSS scores (≈ 76%) was seen at 2 months ( p < .002) and maintained for the 3-year treatment period with occasional dosage adjustments. No significant adverse events developed that necessitated treatment withdrawal. Conclusion: Alitretinoin was well tolerated in the treatment of these three CHD patients who were carefully monitored over this prolonged treatment period.

scholarly journals Long-term safety and efficacy of opicapone in Japanese Parkinson’s patients with motor fluctuations

2021 ◽  
Author(s):  
Atsushi Takeda ◽  
Ryosuke Takahashi ◽  
Yoshio Tsuboi ◽  
Masahiro Nomoto ◽  
Tetsuya Maeda ◽  
...  
Keyword(s):  
Parkinson’S Disease ◽  
Parkinson's Disease ◽  
Adverse Events ◽  
Motor Fluctuations ◽  
Open Label ◽  
Double Blind ◽  
Safety And Efficacy ◽  
Open Label Extension ◽  
Off Time

AbstractThe double-blind part of the COMFORT-PD (COMt-inhibitor Findings from Opicapone Repeated Treatment for Parkinson’s Disease) study in Japanese levodopa-treated patients with Parkinson’s disease and motor fluctuations found that both opicapone 25 and 50 mg were significantly more effective than placebo. This 52-week open-label extension study evaluated the long-term safety and efficacy of opicapone 50 mg tablets in patients who completed the double-blind part of the COMFORT-PD study. Safety was monitored via adverse events, laboratory testing, and physical, cardiovascular and neurological examinations. Efficacy was primarily assessed by change in OFF-time. Secondary efficacy measures included: ON-time, percentage of OFF/ON-time responders, other outcomes from the double-blind part. 391/437 patients were transferred to the open-label extension period and included in the safety analysis set (full analysis set, n = 387; open-label completers, n = 316). Adverse events were frequently reported (n = 338, 86.4%), but < 50% were considered drug-related (39.9%) and few were considered serious (2.6%) or led to discontinuation (2.8%). Decreased OFF-time was consistently observed over the open-label period regardless of initial randomization. Change [LSM (SE)] in OFF-time from the open-label baseline to the last visit showed a persistent effect in patients initially randomized to opicapone 25 mg [− 0.37 (0.20) h, P = 0.0689] and opicapone 50 mg [− 0.07 (0.21) h, P = 0.6913] whereas opicapone 50 mg led to a statistically significant reduction in the previous placebo group [− 1.26 (0.19) h, P < 0.05]. Once-daily opicapone 50 mg was generally well tolerated and consistently reduced OFF-time over 52 weeks in Japanese levodopa-treated patients with motor fluctuations.Trial registration JapicCTI-153112; date of registration: December 25, 2015.

scholarly journals Long-Term Safety and Efficacy of Orelabrutinib Monotherapy in Chinese Patients with Relapsed or Refractory Mantle Cell Lymphoma: A Multicenter, Open-Label, Phase II Study

Blood ◽  
2020 ◽  
Vol 136 (Supplement 1) ◽  
pp. 1-1
Author(s):  
Yuqin Song ◽  
Yongping Song ◽  
Lihong Liu ◽  
Mingzhi Zhang ◽  
Zhiming Li ◽  
...  
Keyword(s):  
Adverse Events ◽  
Chinese Patients ◽  
Severe Bleeding ◽  
Open Label ◽  
Mantle Cell ◽  
Btk Inhibitor ◽  
Grade 3 ◽  
Depth Response

Background: In spite of years of effort, Mantle Cell Lymphoma (MCL) remains a clinical challenge. The clinical significance of Bruton's Tyrosine Kinase (BTK) inhibitor has been validated with the approvals by FDA for the treatment of multiple subtypes of NHL including refractory and relapse (r/r) MCL. However, some serious adverse events (AEs) due to poor target selectivity (inhibition of EGFR, TEC, BMX and others), such as diarrhea, sever bleeding and atrial fibrillation, remain as challenges in clinic. Orelabrutinib is a novel, potent irreversible BTK inhibitor with high selectivity for BTK. Results of early clinical study showed that it has excellent safety/tolerability profiles and favorable pharmacokinetic/pharmacodynamic properties. Sustained ~100% BTK occupancy at 24 hours was achieved with once daily dosing regimen of 50 mg and above. In this presentation, we will report an updated analysis of orelabrutinib in Chinese patients with r/r MCL with minimum of 12 cycles of treatment. Aims: To evaluate the sustained efficacy and long-term safety of orelabrutinib in Chinese patients with r/r MCL. Methods: This is an open-label, multicenter, two stages, phase II study. The primary endpoint was objective response rate (ORR) assessed per Lugano criteria (2014). Safety and other efficacy (DOR, PFS, OS) evaluations were chosen as secondary endpoints. Results: A Total 106 patients, were enrolled in this study with median follow up time of 15.0 months. 79.2% of the patients were male and median age of 62.0 years old. Most patients were at advanced stage (73.6% were at stage IV and 20.8% were at stage III). According to per protocol analysis, 87 (87.9%) patients achieved ORR and 93.9% patients achieved disease control. The median duration of response (DOR) was not reached, the DOR rate at 12 months was 73.7%, as expected the median PFS and OS were not reached, the PFS and OS rates at 12-month were 70.8% and 88.7% respectively. Comparing to the results of previous analysis, the CR rate, by conventional CT method, increased to 27.4% and it was expected a higher rate of in depth response may occur with prolonged treatment. Further analysis showed orelabrutinib was efficacious in all subgroups (age, gender, status, stage, prior therapy, etc.). Orelabrutinib demonstrated excellent safety profile in r/r MCL patients. The frequently reported treatment related adverse events (TRAE) were primarily hematological toxicities including thrombocytopenia, neutropenia, leukopenia, and hypertension. The frequently reported grade 3 or higher AEs of any cause was thrombocytopenia . No treatment related ≥grade 3 GI and cardio toxicity, nor severe bleeding, were observed. Of the 106 patients, 32 experienced serious AEs; and 17 of them, mainly hematological toxicities and / or infections were treatment-related. Comparing to the safety data of median follow up of 10.5 months, there was only a mild increase of adverse events rate after extended treatments; the safety profiles were essentially the same. These results suggested that safety events primarily occurred during early treatment and it appeared less eventful with orelabrutinib continue treatment. Conclusion: Orelabrutinib showed continuous efficacious in treating patients with r/r MCL. In addition, orelabrutinib is safe and well tolerated with no treatment related grade 3 or higher diarrhea, atrial fibrillation/flutter or severe bleeding in this study. Results of prolong treatment expected to produce a higher rate of in depth response without altering its safety profiles support orelabrutinib being a better selection for BTKi therapy. The improved safety as a resulting of high target selectivity, and the convenience of daily dosing regimen provides orelabrutinib as preferred therapeutic choice for B cell malignancy. Disclosures Zhang: Beijing InnoCare Pharma Tech Co., Ltd: Current Employment. Zhao:Beijing InnoCare Pharma Tech Co., Ltd: Current Employment. Xu:Beijing InnoCare Pharma Tech Co., Ltd: Current Employment.

scholarly journals Long-Term Continuous Suppression With Once-Yearly Histrelin Subcutaneous Implants for the Treatment of Central Precocious Puberty: A Final Report of a Phase 3 Multicenter Trial

2015 ◽  
Vol 100 (6) ◽  
pp. 2354-2363 ◽  
Author(s):  
Lawrence A. Silverman ◽  
E. Kirk Neely ◽  
Gad B. Kletter ◽  
Katherine Lewis ◽  
Surya Chitra ◽  
...  
Keyword(s):  
Precocious Puberty ◽  
Adult Height ◽  
Central Precocious Puberty ◽  
Term Therapy ◽  
Open Label ◽  
Phase 3 ◽  
Open Label Study ◽  
Label Study ◽  
Treatment Naïve

Context and Objective: The histrelin implant has proven to be an effective method of delivering GnRH analog (GnRHa) therapy to children with central precocious puberty (CPP), yet there are limited data available regarding hormonal suppression and auxological changes during an extended course of therapy. Design: This was a phase 3, prospective, open-label study. Setting and Participants: Thirty-six children with CPP who participated in a phase 3, open-label study and required further GnRHa therapy were eligible to continue treatment receiving a new implant upon removal of the prior 12-month histrelin implant during a long-term extension phase. Outcome Measures: Hormone levels and auxologic parameters were measured periodically for up to 6 years of treatment and up to 1 year of posttreatment follow-up. Results: Hormonal suppression was maintained throughout the study in patients who had prior GnRHa therapy (n = 16) and in treatment-naive patients (n = 20). Bone age to chronological age ratio decreased from 1.417 (n = 20) at baseline to 1.18 (n = 8) at 48 months in treatment-naive children (P &lt; .01). Predicted adult height in girls increased from 151.9 cm at baseline to 166.5 cm at month 60 (n = 6; P &lt; .05), with a 10.7-cm height gain observed among treatment-naive children (n = 5). No adverse effect on growth or recovery of the hypothalamic-pituitary-gonadal axis was observed with hormonal suppression. The histrelin implant was generally well tolerated during long-term therapy. Conclusions: Long-term histrelin implant therapy provided sustained gonadotropin suppression safely and effectively and improved predicted adult height in children with CPP.

Development of Prediction Models Using Machine Learning Algorithms for Girls with Suspected Central Precocious Puberty: Retrospective Study (Preprint)

2018 ◽  
Author(s):  
Liyan Pan ◽  
Guangjian Liu ◽  
Xiaojian Mao ◽  
Huixian Li ◽  
Jiexin Zhang ◽  
...  
Keyword(s):  
Machine Learning ◽  
Retrospective Study ◽  
Random Forest ◽  
Precocious Puberty ◽  
Prediction Models ◽  
Central Precocious Puberty ◽  
Machine Learning Algorithms ◽  
Stimulation Test ◽  
Gnrh Analogue ◽  
Prediction Probability

BACKGROUND Central precocious puberty (CPP) in girls seriously affects their physical and mental development in childhood. The method of diagnosis—gonadotropin-releasing hormone (GnRH)–stimulation test or GnRH analogue (GnRHa)–stimulation test—is expensive and makes patients uncomfortable due to the need for repeated blood sampling. OBJECTIVE We aimed to combine multiple CPP–related features and construct machine learning models to predict response to the GnRHa-stimulation test. METHODS In this retrospective study, we analyzed clinical and laboratory data of 1757 girls who underwent a GnRHa test in order to develop XGBoost and random forest classifiers for prediction of response to the GnRHa test. The local interpretable model-agnostic explanations (LIME) algorithm was used with the black-box classifiers to increase their interpretability. We measured sensitivity, specificity, and area under receiver operating characteristic (AUC) of the models. RESULTS Both the XGBoost and random forest models achieved good performance in distinguishing between positive and negative responses, with the AUC ranging from 0.88 to 0.90, sensitivity ranging from 77.91% to 77.94%, and specificity ranging from 84.32% to 87.66%. Basal serum luteinizing hormone, follicle-stimulating hormone, and insulin-like growth factor-I levels were found to be the three most important factors. In the interpretable models of LIME, the abovementioned variables made high contributions to the prediction probability. CONCLUSIONS The prediction models we developed can help diagnose CPP and may be used as a prescreening tool before the GnRHa-stimulation test.

scholarly journals Long‐term safety and efficacy of add‐on cannabidiol in patients with Lennox–Gastaut syndrome: Results of a long‐term open‐label extension trial

Epilepsia ◽  
2021 ◽  
Author(s):  
Anup D. Patel ◽  
Maria Mazurkiewicz‐Bełdzińska ◽  
Richard F. Chin ◽  
Antonio Gil‐Nagel ◽  
Boudewijn Gunning ◽  
...  
Keyword(s):  
Open Label ◽  
Safety And Efficacy ◽  
Open Label Extension ◽  
Extension Trial
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