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1.
J Prim Care Community Health ; 15: 21501319231223437, 2024.
Article in English | MEDLINE | ID: mdl-38185870

ABSTRACT

INTRODUCTION/OBJECTIVE: The KidneyIntelX is a multiplex, bioprognostic, immunoassay consisting of 3 plasma biomarkers and clinical variables that uses machine learning to predict a patient's risk for a progressive decline in kidney function over 5 years. We report the 1-year pre- and post-test clinical impact on care management, eGFR slope, and A1C along with engagement of population health clinical pharmacists and patient coordinators to promote a program of sustainable kidney, metabolic, and cardiac health. METHODS: The KidneyIntelX in vitro prognostic test was previously validated for patients with type 2 diabetes and diabetic kidney disease (DKD) to predict kidney function decline within 5 years was introduced into the RWE study (NCT04802395) across the Health System as part of a population health chronic disease management program from [November 2020 to April 2023]. Pre- and post-test patients with a minimum of 12 months of follow-up post KidneyIntelX were assessed across all aspects of the program. RESULTS: A total of 5348 patients with DKD had a KidneyIntelX assay. The median age was 68 years old, 52% were female, 27% self-identified as Black, and 89% had hypertension. The median baseline eGFR was 62 ml/min/1.73 m2, urine albumin-creatinine ratio was 54 mg/g, and A1C was 7.3%. The KidneyIntelX risk level was low in 49%, intermediate in 40%, and high in 11% of cases. New prescriptions for SGLT2i, GLP-1 RA, or referral to a specialist were noted in 19%, 33%, and 43% among low-, intermediate-, and high-risk patients, respectively. The median A1C decreased from 8.2% pre-test to 7.5% post-test in the high-risk group (P < .001). UACR levels in the intermediate-risk patients with albuminuria were reduced by 20%, and in a subgroup treated with new scripts for SGLT2i, UACR levels were lowered by approximately 50%. The median eGFR slope improved from -7.08 ml/min/1.73 m2/year to -4.27 ml/min/1.73 m2/year in high-risk patients (P = .0003), -2.65 to -1.04 in intermediate risk, and -3.26 ml/min/1.73 m2/year to +0.45 ml/min/1.73 m2/year in patients with low-risk (P < .001). CONCLUSIONS: Deployment and risk stratification by KidneyIntelX was associated with an escalation in action taken to optimize cardio-kidney-metabolic health including medications and specialist referrals. Glycemic control and kidney function trajectories improved post-KidneyIntelX testing, with the greatest improvements observed in those scored as high-risk.


Subject(s)
Diabetes Mellitus, Type 2 , Diabetic Nephropathies , Humans , Female , Aged , Male , Diabetic Nephropathies/therapy , Diabetes Mellitus, Type 2/complications , Diabetes Mellitus, Type 2/therapy , Glycated Hemoglobin , Precision Medicine , Albuminuria
3.
Eur Urol Oncol ; 2(3): 333-336, 2019 05.
Article in English | MEDLINE | ID: mdl-31200849

ABSTRACT

Within the Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) initiative, 25 centers across the globe collaborate to standardize active surveillance (AS) protocols for men with low-risk prostate cancer (PCa). A centralized PCa AS database, comprising data of more than 15000 patients worldwide, was created. Comparability of the histopathology between the different cohorts was assessed by a centralized pathology review of 445 biopsies from 15 GAP3 centers. Grade group 1 (Gleason score 6) in 85% and grade group ≥2 (Gleason score ≥7) in 15% showed 89% concordance at review with moderate agreement (κ=0.56). Average biopsy core length was similar among the analyzed cohorts. Recently established highly adverse pathologies, including cribriform and/or intraductal carcinoma, were observed in 3.6% of the reviewed biopsies. In conclusion, the centralized pathology review of 445 biopsies revealed comparable histopathology among the 15 GAP3 centers with a low frequency of high-risk features. This enables further data analyses-without correction-toward uniform global AS guidelines for men with low-risk PCa. PATIENT SUMMARY: Movember Foundation's Global Action Plan Prostate Cancer Active Surveillance (GAP3) initiative combines data from 15000 men with low-risk prostate cancer (PCa) across the globe to standardize active surveillance protocols. Histopathology review confirmed that the histopathology was consistent with low-risk PCa in most men and comparable between different centers.


Subject(s)
Prostatic Neoplasms/pathology , Watchful Waiting/standards , Biopsy/standards , Biopsy/statistics & numerical data , Humans , Male , Neoplasm Grading , Quality of Health Care , Watchful Waiting/organization & administration , Watchful Waiting/statistics & numerical data
4.
Eur Urol ; 75(3): 523-531, 2019 03.
Article in English | MEDLINE | ID: mdl-30385049

ABSTRACT

BACKGROUND: Careful assessment of the reasons for discontinuation of active surveillance (AS) is required for men with prostate cancer (PCa). OBJECTIVE: Using Movember's Global Action Plan Prostate Cancer Active Surveillance initiative (GAP3) database, we report on reasons for AS discontinuation. DESIGN, SETTING, AND PARTICIPANTS: We compared data from 10296 men on AS from 21 centres across 12 countries. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS: Cumulative incidence methods were used to estimate the cumulative incidence rates of AS discontinuation. RESULTS AND LIMITATIONS: During 5-yr follow-up, 27.5% (95% confidence interval [CI]: 26.4-28.6%) men showed signs of disease progression, 12.8% (95% CI: 12.0-13.6%) converted to active treatment without evidence of progression, 1.7% (95% CI: 1.5-2.0%) continued to watchful waiting, and 1.7% (95% CI: 1.4-2.1%) died from other causes. Of the 7049 men who remained on AS, 2339 had follow-up for >5yr, 4561 had follow-up for <5yr, and 149 were lost to follow-up. Cumulative incidence of progression was 27.5% (95% CI: 26.4-28.6%) at 5yr and 38.2% (95% CI: 36.7-39.9%) at 10yr. A limitation is that not all centres were included due to limited information on the reason for discontinuation and limited follow-up. CONCLUSIONS: Our descriptive analyses of current AS practices worldwide showed that 43.6% of men drop out of AS during 5-yr follow-up, mainly due to signs of disease progression. Improvements in selection tools for AS are thus needed to correctly allocate men with PCa to AS, which will also reduce discontinuation due to conversion to active treatment without evidence of disease progression. PATIENT SUMMARY: Our assessment of a worldwide database of men with prostate cancer (PCa) on active surveillance (AS) shows that 43.6% drop out of AS within 5yr, mainly due to signs of disease progression. Better tools are needed to select and monitor men with PCa as part of AS.


Subject(s)
Early Detection of Cancer , Kallikreins/blood , Patient Dropouts , Prostate-Specific Antigen/blood , Prostatic Neoplasms/therapy , Watchful Waiting , Aged , Asia/epidemiology , Australia/epidemiology , Biopsy , Cause of Death , Clinical Decision-Making , Databases, Factual , Disease Progression , Early Detection of Cancer/methods , Europe/epidemiology , Humans , Male , Middle Aged , North America/epidemiology , Predictive Value of Tests , Prostatic Neoplasms/blood , Prostatic Neoplasms/mortality , Prostatic Neoplasms/pathology , Risk Assessment , Risk Factors , Time Factors
5.
PLoS One ; 9(8): e103370, 2014.
Article in English | MEDLINE | ID: mdl-25084272

ABSTRACT

AIM: Sustained virologic response (SVR) can be attained with boceprevir plus peginterferon alfa and ribavirin (PR) in up to 68% of patients, and short duration therapy is possible if plasma HCV RNA levels are undetectable at treatment week 8 (TW8 response). We have developed predictive models for SVR, and TW8 response using data from boceprevir clinical trials. METHODS: Regression models were built to predict TW8 response and SVR. Separate models were built for TW8 and SVR using baseline variables only, and compared to models with baseline variables plus HCV RNA change after 4 weeks of PR (TW4 delta). Predictive accuracy was assessed by c-statistics, calibration curves, and decision curve analyses. Nomograms were developed to create clinical decision support tools. Models were externally validated using independent data. RESULTS: The models that included TW4 delta produced the best discrimination ability. The predictive factors for TW8 response (n = 856) were TW4 delta, race, platelet count and ALT. The predictive factors for SVR (n = 522) were TW4 delta, HCV-subtype, gender, BMI, RBV dose and platelet count. The discrimination abilities of these models were excellent (C-statistics = 0.88, 0.80 respectively). Baseline models for TW8 response (n = 444) and SVR (n = 197) had weaker discrimination ability (C-statistic = 0.76, 0.69). External validation confirmed the predictive accuracy of the week 4 models. CONCLUSIONS: Models incorporating baseline and treatment week 4 data provide excellent prediction of TW8 response and SVR, and support the clinical utility of the lead-in phase of PR. The nomograms are suitable for point-of-care use to inform individual patient and physician decision-making.


Subject(s)
Antiviral Agents/therapeutic use , Hepacivirus , Hepatitis C, Chronic/drug therapy , Hepatitis C, Chronic/virology , Interferon-alpha/therapeutic use , Proline/analogs & derivatives , Ribavirin/therapeutic use , Adult , Aged , Antiviral Agents/administration & dosage , Decision Trees , Drug Therapy, Combination , Female , Hepacivirus/genetics , Humans , Interferon-alpha/administration & dosage , Male , Middle Aged , Models, Statistical , Proline/administration & dosage , Proline/therapeutic use , Reproducibility of Results , Ribavirin/administration & dosage , Risk Factors , Time Factors , Treatment Outcome , Viral Load , Young Adult
6.
BJU Int ; 109(11): 1636-47, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22077593

ABSTRACT

UNLABELLED: What's known on the subject? and What does the study add? Active surveillance for prostate cancer is gaining increasing acceptance for low risk prostate cancer. Focal therapy is an emerging tissue preservation strategy that aims for treat only areas of cancer. Early phase trials have shown that side-effects can be significantly reduced using focal therapy. There is significant uncertainty in both active surveillance and focal therapy. This consensus group paper provides a road-map for clinical practice and research for both tissue-preserving strategies in the areas of patient population, tools for risk stratification and cancer localisation, treatment interventions as well as comparators and outcome measures in future comparative trials. OBJECTIVE: To reach consensus on key issues for clinical practice and future research in active surveillance and focal therapy in managing localized prostate cancer. PATIENTS AND METHODS: A group of expert urologists, oncologists, radiologists, pathologists and computer scientists from North America and Europe met to discuss issues in patient population, interventions, comparators and outcome measures to use in both tissue-preserving strategies of active surveillance and focal therapy. Break-out sessions were formed to provide agreement or highlight areas of disagreement on individual topics which were then collated by a writing group into statements that formed the basis of this report and agreed upon by the whole Transatlantic Consensus Group. RESULTS: The Transatlantic group propose that emerging diagnostic tools such as precision imaging and transperineal prostate mapping biopsy can improve prostate cancer care. These tools should be integrated into prostate cancer management and research so that better risk stratification and more effective treatment allocation can be applied. The group envisaged a process of care in which active surveillance, focal therapy, and radical treatments lie on a continuum of complementary therapies for men with a range of disease grades and burdens, rather than being applied in the mutually exclusive and competitive way they are now. CONCLUSION: The changing landscape of prostate cancer epidemiology requires the medical community to re-evaluate the entire prostate cancer diagnostic and treatment pathway in order to minimize harms resulting from over-diagnosis and over-treatment. Precise risk stratification at every point in this pathway is required alongside paradigm shifts in our thinking about what constitutes cancer in the prostate.


Subject(s)
Population Surveillance , Prostatic Neoplasms/pathology , Prostatic Neoplasms/therapy , Ablation Techniques , Biopsy, Needle , Consensus , Diagnostic Imaging , Europe , Humans , Male , North America , Patient Selection , Practice Guidelines as Topic , Prostatectomy , Risk Factors
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