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1.
Nat Rev Urol ; 2024 Jul 09.
Article in English | MEDLINE | ID: mdl-38982304

ABSTRACT

Diagnostic cystoscopy in combination with transurethral resection of the bladder tumour are the standard for the diagnosis, surgical treatment and surveillance of bladder cancer. The ability to inspect the bladder in its current form stems from a long chain of advances in imaging science and endoscopy. Despite these advances, bladder cancer recurrence and progression rates remain high after endoscopic resection. This stagnation is a result of the heterogeneity of cancer biology as well as limitations in surgical techniques and tools, as incomplete resection and provider-specific differences affect cancer persistence and early recurrence. An unmet clinical need remains for solutions that can improve tumour delineation and resection. Translational advances in enhanced cystoscopy technologies and artificial intelligence offer promising avenues to overcoming the progress plateau.

2.
Urol Oncol ; 39(12): 831.e19-831.e27, 2021 12.
Article in English | MEDLINE | ID: mdl-34247909

ABSTRACT

BACKGROUND: While multiparametric MRI (mpMRI) has high sensitivity for detection of clinically significant prostate cancer (CSC), false positives and negatives remain common. Calculators that combine mpMRI with clinical variables can improve cancer risk assessment, while providing more accurate predictions for individual patients. We sought to create and externally validate nomograms incorporating Prostate Imaging Reporting and Data System (PIRADS) scores and clinical data to predict the presence of CSC in men of all biopsy backgrounds. METHODS: Data from 2125 men undergoing mpMRI and MR fusion biopsy from 2014 to 2018 at Stanford, Yale, and UAB were prospectively collected. Clinical data included age, race, PSA, biopsy status, PIRADS scores, and prostate volume. A nomogram predicting detection of CSC on targeted or systematic biopsy was created. RESULTS: Biopsy history, Prostate Specific Antigen (PSA) density, PIRADS score of 4 or 5, Caucasian race, and age were significant independent predictors. Our nomogram-the Stanford Prostate Cancer Calculator (SPCC)-combined these factors in a logistic regression to provide stronger predictive accuracy than PSA density or PIRADS alone. Validation of the SPCC using data from Yale and UAB yielded robust AUC values. CONCLUSIONS: The SPCC combines pre-biopsy mpMRI with clinical data to more accurately predict the probability of CSC in men of all biopsy backgrounds. The SPCC demonstrates strong external generalizability with successful validation in two separate institutions. The calculator is available as a free web-based tool that can direct real-time clinical decision-making.


Subject(s)
Nomograms , Prostatic Neoplasms/epidemiology , Aged , Education, Distance , Humans , Magnetic Resonance Imaging/methods , Male , Prostatic Neoplasms/diagnostic imaging , Validation Studies as Topic
4.
J Urol ; 203(4): 699-705, 2020 04.
Article in English | MEDLINE | ID: mdl-31596671

ABSTRACT

PURPOSE: Targeted prostate biopsy devices include a 3-dimensional digital template grid to guide systematic biopsy locations. Following a template could better ensure uniform and well distributed sampling of the prostate compared to the traditional freehand biopsy approach, possibly decreasing the chance of false-negative biopsy. Thus, we determined cancer detection rates obtained by conventional freehand systematic sampling vs template mapping sampling using a magnetic resonance imaging-ultrasound fusion device. MATERIALS AND METHODS: Men who underwent first line conventional or image guided prostate biopsy were identified retrospectively in an institutional review board approved protocol. Excluded from study were men with prior biopsy or treatment or fewer than 10 cores taken. Targeted cores obtained by image guided biopsy were censored from analysis to simulate systematic template biopsy. The resulting cancer detection rate was compared to that of conventional biopsy. RESULTS: We identified 1,582 patients between 2006 and 2014 who met the criteria for analysis, including 1,052 who underwent conventional biopsy and 530 who underwent template biopsy with a magnetic resonance imaging-ultrasound fusion device. Patient age, prostate specific antigen and the number of systematic cores were the same in the 2 groups. Template biopsy detected any prostate cancer in 257 of 530 men (48.5%) and clinically significant cancer in 196 (37.0%) while conventional biopsy detected any cancer in 432 of 1,052 (41.0%) (p=0.005) and clinically significant cancer in 308 (29.2%) (p=0.002). CONCLUSIONS: Template mapping systematic biopsy detected more prostate cancer than conventional sampling in biopsy naïve men. It is a promising cost-effective alternative to magnetic resonance imaging-ultrasound fusion biopsy as an upfront screening tool.


Subject(s)
Biopsy, Large-Core Needle/methods , Imaging, Three-Dimensional/methods , Prostate/diagnostic imaging , Prostatic Neoplasms/diagnosis , Aged , Biopsy, Large-Core Needle/economics , Cost-Benefit Analysis/economics , False Negative Reactions , Feasibility Studies , Humans , Image-Guided Biopsy/economics , Image-Guided Biopsy/methods , Kallikreins/blood , Magnetic Resonance Imaging, Interventional/economics , Magnetic Resonance Imaging, Interventional/methods , Male , Middle Aged , Multimodal Imaging/economics , Multimodal Imaging/methods , Prostate/pathology , Prostate-Specific Antigen/blood , Prostatic Neoplasms/blood , Prostatic Neoplasms/pathology , Retrospective Studies , Software , Ultrasonography, Interventional/economics , Ultrasonography, Interventional/methods
5.
Sports Health ; 12(1): 51-57, 2020.
Article in English | MEDLINE | ID: mdl-31660785

ABSTRACT

BACKGROUND: Athletic training rooms have a high prevalence of bacteria, including multidrug-resistant organisms, increasing the risk for both local and systematic infections in athletes. There are limited data outlining formal protocols or standardized programs to reduce bacterial and viral burden in training rooms as a means of decreasing infection rate at the collegiate and high school levels. HYPOTHESIS: Adaptation of a hygiene protocol would lead to a reduction in bacterial and viral pathogen counts in athletic training rooms. STUDY DESIGN: Cohort study. LEVEL OF EVIDENCE: Level 3. METHODS: Two high school and 2 collegiate athletic training rooms were studied over the course of the 2017-2018 academic year. A 3-phase protocol, including introduction of disinfectant products followed by student-athlete and athletic trainer education, was implemented at the 4 schools. Multiple surfaces in the athletic training rooms were swabbed at 4 time points throughout the investigation. Bacterial and viral burden from swabs were analyzed for overall bacterial aerobic plate count (APC), bacterial adenosine triphosphate activity, influenza viral load, and multidrug-resistant organisms such as methicillin-resistant Staphylococcus aureus (MRSA) and vancomycin-resistant enterococcus (VRE). RESULTS: Overall bacterial load, as measured by APC, was reduced by 94.7% (95% CI, 72.6-99.0; P = 0.003) over the course of the investigation after protocol implementation. MRSA and VRE were found on 24% of surfaces prior to intervention and were reduced to 0% by the end of the study. Influenza was initially detected on 25% of surfaces, with no detection after intervention. No cases of athletic training room-acquired infections were reported during the study period. CONCLUSION: A uniform infection control protocol was effective in reducing bacterial and viral burden, including multidrug-resistant organisms, when implemented in the athletic training rooms of 2 high schools and 2 colleges. CLINICAL RELEVANCE: A standardized infection control protocol can be utilized in athletic training rooms to reduce bacterial and viral burden.


Subject(s)
Community-Acquired Infections/prevention & control , Disease Reservoirs/microbiology , Infection Control/methods , Schools , Community-Acquired Infections/transmission , Disinfectants/administration & dosage , Gram-Positive Bacterial Infections/prevention & control , Gram-Positive Bacterial Infections/transmission , Hand Disinfection , Health Education , Humans , Influenza, Human/prevention & control , Influenza, Human/transmission , Methicillin-Resistant Staphylococcus aureus/isolation & purification , Orthomyxoviridae/isolation & purification , Risk Reduction Behavior , Staphylococcal Infections/prevention & control , Staphylococcal Infections/transmission , Vancomycin-Resistant Enterococci/isolation & purification
6.
BJU Int ; 125(3): 399-406, 2020 03.
Article in English | MEDLINE | ID: mdl-31680423

ABSTRACT

OBJECTIVES: To create reliable predictive metrics of unilateral disease using spatial tracking from a fusion device, thereby improving patient selection for hemi-gland ablation of prostate cancer. PATIENTS AND METHODS: We identified patients who received magnetic resonance imaging (MRI)/ultrasound-guided biopsy and radical prostatectomy at a single institution between 2011 and 2018. In addition to standard clinical features, we extracted quantitative features related to biopsy core and MRI target locations predictive of tumour unilaterality. Classification and Regression Tree (CART) analysis was used to create a decision tree (DT) for identifying cancer laterality. We evaluated concordance of model-determined laterality with final surgical pathology. RESULTS: A total of 173 patients were identified with biopsy coordinates and surgical pathology available. Based on CART analysis, in addition to biopsy- and MRI-confirmed disease unilaterality, patients should be further screened for cancer detected within 7 mm of midline in a 40 mL prostate, which equates to the central third of any-sized prostate by radius. The area under the curve for this DT was 0.82. Standard diagnostics and the DT correctly identified disease laterality in 73% and 80% of patients, respectively (P = 0.13). Of the patients identified as unilateral by standard diagnostics, 47% had undetected contralateral disease or were otherwise incorrectly identified. This error rate was reduced to 17% (P = 0.01) with the DT. CONCLUSION: Using spatial tracking from fusion devices, a DT was more reliable for identifying laterality of prostate cancer compared to standard diagnostics. Patients with cancer detected within the central third of the prostate by radius are poor hemi-gland ablation candidates due to the risk of midline extension of tumour.


Subject(s)
Image-Guided Biopsy , Magnetic Resonance Imaging , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Ultrasonography, Interventional , Humans , Male , Prostatectomy/methods
7.
Cancer ; 125(17): 2955-2964, 2019 09 01.
Article in English | MEDLINE | ID: mdl-31042322

ABSTRACT

BACKGROUND: Hemiablation is a less morbid treatment alternative for appropriately selected patients with unilateral prostate cancer (PCa). However, to the authors' knowledge, traditional diagnostic techniques inadequately identify appropriate candidates. In the current study, the authors quantified the accuracy for identifying hemiablation candidates using contemporary diagnostic techniques, including multiparametric magnetic resonance imaging (mpMRI) and MRI-fusion with complete systematic template biopsy. METHODS: A retrospective analysis of patients undergoing MRI and MRI-fusion prostate biopsy, including full systematic template biopsy, prior to radical prostatectomy in a single tertiary academic institution between June 2010 and February 2018 was performed. Hemiablation candidates had unilateral intermediate-risk PCa (Gleason score [GS] of 3+4 or 4+3, clinical T classification ≤T2, and prostate-specific antigen level <20 ng/dL) on MRI-fusion biopsy and 2) no contralateral highly or very highly suspicious Prostate Imaging Reporting and Data System version 2 (PI-RADSv2) MRI lesions. Hemiablation candidates were inappropriately selected if pathologists identified contralateral GS ≥3+4 or high-risk ipsilateral PCa on prostatectomy. The authors tested a range of hemiablation inclusion criteria and performed multivariable analysis of preoperative predictors of undetected contralateral disease. RESULTS: Of 665 patients, 92 met primary hemiablation criteria. Of these 92 patients, 44 (48%) were incorrectly identified due to ipsilateral GS ≥3+4 tumors crossing the midline (21 patients), undetected distinct contralateral GS ≥3+4 tumors (20 patients), and/or ipsilateral high-risk PCa (3 patients) on prostatectomy. The rate of undetected contralateral disease ranged from 41% to 48% depending on inclusion criteria. On multivariable analysis, men with anterior index tumors were found to be 2.4 times more likely to harbor undetected contralateral GS ≥3+4 PCa compared with men with posterior lesions (P < .05). CONCLUSIONS: Clinicians and patients must weigh the risk of inadequate oncologic treatment against the functional benefits of hemiablation. Further investigation into methods for improving patient selection for hemiablation is necessary.


Subject(s)
Patient Selection , Prostatic Neoplasms/diagnostic imaging , Prostatic Neoplasms/pathology , Humans , Image-Guided Biopsy , Male , Middle Aged , Prostatic Neoplasms/surgery , Retrospective Studies , Ultrasound, High-Intensity Focused, Transrectal
8.
JCI Insight ; 4(8)2019 04 18.
Article in English | MEDLINE | ID: mdl-30996130

ABSTRACT

Zebrafish are increasingly utilized to model cardiomyopathies and regeneration. Current methods evaluating cardiac function have known limitations, fail to reliably detect focal mechanics, and are not readily feasible in zebrafish. We developed a semiautomated, open-source method - displacement analysis of myocardial mechanical deformation (DIAMOND) - for quantitative assessment of 4D segmental cardiac function. We imaged transgenic embryonic zebrafish in vivo using a light-sheet fluorescence microscopy system with 4D cardiac motion synchronization. Our method permits the derivation of a transformation matrix to quantify the time-dependent 3D displacement of segmental myocardial mass centroids. Through treatment with doxorubicin, and by chemically and genetically manipulating the myocardial injury-activated Notch signaling pathway, we used DIAMOND to demonstrate that basal ventricular segments adjacent to the atrioventricular canal display the highest 3D displacement and are also the most susceptible to doxorubicin-induced injury. Thus, DIAMOND provides biomechanical insights into in vivo segmental cardiac function scalable to high-throughput research applications.


Subject(s)
Antibiotics, Antineoplastic/adverse effects , Cardiomyopathies/chemically induced , Doxorubicin/adverse effects , Heart Ventricles/diagnostic imaging , Imaging, Three-Dimensional/methods , Animals , Animals, Genetically Modified , Cardiomyopathies/diagnostic imaging , Cardiomyopathies/physiopathology , Disease Models, Animal , Echocardiography , Embryo, Nonmammalian , Feasibility Studies , Heart Ventricles/drug effects , Heart Ventricles/physiopathology , High-Throughput Screening Assays/methods , Humans , Myocardial Contraction/drug effects , Myocardium/pathology , Neoplasms/drug therapy , Receptors, Notch/metabolism , Regeneration/drug effects , Signal Transduction/drug effects , Zebrafish
9.
J Vis Exp ; (146)2019 04 09.
Article in English | MEDLINE | ID: mdl-31033955

ABSTRACT

Here, we present a protocol to perform targeted prostate biopsy using a magnetic resonance imaging-ultrasound (MRI/US) fusion system. Prostate cancer has traditionally been diagnosed via transrectal ultrasound (TRUS) biopsy. Though considered the gold standard, TRUS is unable to visualize most prostate cancer lesions and therefore requires sampling of the entire prostate. This biopsy method often undergrades prostate cancer and fails to detect up to 35% of cancers on initial biopsy. Prostate MRI has been shown to have excellent sensitivity in the detection of cancerous lesions, and advancements in MRI technology during the last decade have led to the development of targeted biopsy. In targeted biopsy, a software platform overlays MRI data onto live TRUS images to create a fused MRI/US three-dimensional model of the prostate. Regions suspicious for malignancy on MRI are contoured by a radiologist, uploaded into the fusion system, and then displayed within the live MRI/US fused model. The urologist is then able to directly biopsy these targets. When compared to conventional TRUS biopsy, MRI/US fusion technology has been demonstrated to improve the detection of clinically significant cancer while reducing insignificant cancer detection. This technology, therefore, has the potential to diagnose prostate cancer primarily in men who would benefit from treatment.


Subject(s)
Biopsy/methods , Magnetic Resonance Imaging/methods , Prostate/pathology , Prostatic Neoplasms/pathology , Ultrasonography/methods , Humans , Male
10.
Urology ; 126: 158-164, 2019 04.
Article in English | MEDLINE | ID: mdl-30659903

ABSTRACT

OBJECTIVE: To investigate safety, efficacy, and quality of life impact of hemi-gland cryotherapy for clinically-significant prostate cancer (CaP), when patient selection and follow-up includes MRI-guided biopsy. METHODS: Twenty-nine men with unilateral CaP (all clinically significant with prostate volume <60 cc) were enrolled in a prospective observational trial of hemi-gland cryotherapy. Mean patient age was 68.7 years. Median prostate-specific antigen (PSA) was 6.6 ng/mL. MRI-guided biopsy (3T-MRI, Artemis US fusion) was used for diagnosis and repeated at 6-month follow-up in all men. Treatment was under general anesthesia using the BTG/Galil system. Validated questionnaires were used to determine effects of treatment on urinary and sexual function and quality of life. RESULTS: Cryotherapy was completed satisfactorily in all 29 cases in <60 minutes with no intraoperative complications. Significant decreases in PSA (median decrease 5.6 ng/mL) and PSA density (median decrease 0.14 ng/mL/cc) were observed (P < .01). At 6 months, 23 patients (79%) demonstrated no residual cancer on follow-up MRI-guided biopsy of the treated side. Three patients (10%) revealed micro-residual disease. Three patients (10%) had residual cancer and underwent further treatment. Ipsilateral MRI lesions were present before treatment in 26 patients and after treatment in only 2, reflecting the gross ablative effect; however, MRI showed disappearance of lesions in 4 patients with residual tumor on biopsy. The single complication was 1 case of transient urinary retention; 85% of men who were sexually active continued without change after treatment. Voiding function was unchanged. CONCLUSION: Hemi-gland cryoablation for clinically-significant CaP is well-tolerated, and when patients are selected and followed by MRI/US fusion biopsy, cancer control appears promising at 6 months.


Subject(s)
Cryosurgery , Magnetic Resonance Imaging , Prostatic Neoplasms/pathology , Prostatic Neoplasms/surgery , Aged , Cryosurgery/adverse effects , Follow-Up Studies , Humans , Image-Guided Biopsy , Male , Patient Selection , Prospective Studies , Prostatic Neoplasms/diagnostic imaging , Quality of Life , Treatment Outcome
11.
Foot Ankle Surg ; 22(4): 278-285, 2016 Dec.
Article in English | MEDLINE | ID: mdl-27810029

ABSTRACT

BACKGROUND: The goal of this study was to evaluate the biomechanical performance of three distal fibula fracture fixation implants in a matched pair cadaveric fibula model: (1) a 5-hole compression plate with lag screw, (2) a 5-hole locking plate with lag screw, and (3) the 6-hole tabbed-plate with locking screws. METHODS: Three-dimensional motions between the proximal and distal fibular segments were measured under cyclic valgus bending, cyclic compressive axial loading, and cyclic torsional external-rotation loading. During loading, strains were measured on the surfaces of each fibula near the simulated fracture site, and on the plate, to assess load transfer. Bone quality was quantified globally for each donor using bone mineral density (BMD) measured using Dual X-ray absorptiometry (DEXA) and locally at the fracture site using bone mineral content (BMC) measured using peripheral quantitative computed tomography (pQCT). RESULTS: Mean failure loads were below 0.2Nm of valgus bending and below 4Nm of external-rotational torque. Mean failure angulation was below 1degree for valgus bending, and failure rotation was below 7degrees for external-rotation. In the compression plate group, significant correlations were observed between bone quality (global BMD and local BMC) and strain in every one of the five locations (Pearson correlation coefficients >0.95, p<0.05). In contrast, in the locking and tabbed-plate groups, BMD and BMC correlated with far fewer strain locations. CONCLUSIONS: Overall, the tabbed-plate had similar construct stability and strength to the compression and locking plates. However, the distribution of load with the locking and tabbed-plates was not as heavily dependent on bone quality.


Subject(s)
Bone Plates , Fibula/injuries , Fibula/surgery , Fracture Fixation, Internal/instrumentation , Fractures, Bone/surgery , Intra-Articular Fractures/surgery , Adult , Aged , Aged, 80 and over , Biomechanical Phenomena , Bone Screws , Cadaver , Fracture Fixation, Internal/methods , Humans , Internal Fixators , Male , Middle Aged , Sensitivity and Specificity , Stress, Mechanical , Tensile Strength
12.
J Diabetes Res ; 2016: 5374931, 2016.
Article in English | MEDLINE | ID: mdl-27761472

ABSTRACT

We examined the real-world utilization and persistence of rapid acting insulin (RAI) in elderly patients with type 2 diabetes who added RAI to their drug (OAD) regimen. Insulin-naïve patients aged ≥65 years, with ≥1 OAD prescription during the baseline period, who were continuously enrolled in the US Humana Medicare Advantage insurance plan for 18 months and initiated RAI were included. Among patients with ≥2 RAI prescriptions (RAIp), persistence during the 12-month follow-up was assessed. Multivariate logistic regression analyses identified factors affecting RAI use and persistence. Of 3734 patients adding RAI to their OAD regimen, 2334 (62.5%) had a RAIp during follow-up. Factors associated with RAIp included using ≤2 OADs; cognitive impairment, basal insulin use during follow-up; and higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30). Patients were less likely to persist with RAI when on ≤2 OADs versus ≥3 OADs and when having higher RAI out-of-pocket costs ($36 to <$56 versus $0 to $6.30) and more likely to persist when they had cognitive impairment and basal insulin use during follow-up. Real-world persistence of RAI in insulin-naïve elderly patients with type 2 diabetes was very poor when RAI was added to an OAD regimen.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Insulin, Short-Acting/therapeutic use , Administration, Oral , Aged , Aged, 80 and over , Cost Sharing , Databases, Factual , Diabetes Mellitus, Type 2/metabolism , Drug Costs , Drug Therapy, Combination , Glycated Hemoglobin/metabolism , Health Expenditures , Humans , Hypoglycemia/chemically induced , Injections, Subcutaneous , Logistic Models , Medication Adherence , Multivariate Analysis , Retrospective Studies
13.
Endocr Pract ; 22(2): 151-61, 2016 Feb.
Article in English | MEDLINE | ID: mdl-26492540

ABSTRACT

OBJECTIVE: Clinical inertia is defined as failure to initiate or intensify therapy despite an inadequate treatment response. We assessed the prevalence and identified the predictors of clinical inertia among patients with type 2 diabetes (T2DM) based on personalized goals. METHODS: Three hemoglobin A1c (A1C) targets (American Diabetes Association A1C <7.0%; modified Ismail-Beigi et al; and Healthcare Effectiveness Data and Information Set) were used when identifying adult patients with T2DM who experienced above-target A1C values during the index period (July 1, 2008 to June 30, 2012) in a U.S. managed-care claims database (IMPACT™). Clinical inertia was defined as no intensification of treatment during the response period. Demographic and clinical characteristics were analyzed to identify predictors of treatment intensification. RESULTS: Irrespective of A1C target, the majority of patients with T2DM (70.4 to 72.8%) experienced clinical inertia in the 6 months following the index event, with 5.3 to 6.2% of patients intensifying treatment with insulin. Patients with a lower likelihood of intensification were older, used >1 oral antidiabetes drug during the baseline period, and had an above-target A1C more recently. Treatment intensification was associated with patients who had point-of-service insurance, mental illness, an endocrinologist visit in the baseline period, or higher index A1C. CONCLUSION: The prevalence of clinical inertia among patients with T2DM in a U.S. managed-care setting is high and has increased over more recent years. Factors predicting increased risk of clinical inertia may help identify "at-risk" populations and assist in developing strategies to improve their management.


Subject(s)
Attitude of Health Personnel , Clinical Competence , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/epidemiology , Glycated Hemoglobin/analysis , Goals , Physicians, Primary Care , Precision Medicine/standards , Adolescent , Adult , Aged , Aged, 80 and over , Clinical Competence/standards , Clinical Competence/statistics & numerical data , Diabetes Mellitus, Type 2/complications , Female , Humans , Male , Managed Care Programs/standards , Managed Care Programs/statistics & numerical data , Middle Aged , Physicians, Primary Care/standards , Physicians, Primary Care/statistics & numerical data , Prevalence , Retrospective Studies , Time-to-Treatment/statistics & numerical data , United States/epidemiology , Young Adult
14.
Clin Ther ; 38(1): 110-21, 2016 Jan 01.
Article in English | MEDLINE | ID: mdl-26681210

ABSTRACT

PURPOSE: In patients with type 2 diabetes mellitus (T2DM) not achieving glycemic targets using oral antidiabetes drugs (OADs), studies suggest that timely insulin initiation has clinical benefits. Insulin initiation at the early versus late stage of disease progression has not been explored in detail. This retrospective database analysis investigated clinical and economic outcomes associated with the timing of insulin initiation in patients with T2DM treated with ≥1 OAD in a real-world US setting. METHODS: This study linked data from the Truven Health MarketScan(®) Commercial database, Medicare Supplemental database, and Quintiles Electronic Medical Records database. A total of 1830 patients with T2DM were included. Patients were grouped according to their OAD use before basal insulin initiation (1, 2, or ≥3 OADs) as a proxy for the timing of insulin initiation. Clinical and economic outcomes were evaluated over 1 year of follow-up. FINDINGS: During follow-up the 1 OAD group, compared with the 2 and ≥3 OADs groups, had a greater reduction in glycosylated hemoglobin A1c (-1.7% vs -1.0% vs -0.9%, respectively; P < 0.0001), greater achievement of glycemic target (38.2% vs 26.7% vs 19.6%, respectively; P < 0.0001), and a lower incidence of hypoglycemia (2.7% vs 6.6% vs 5.0%, respectively; P = 0.0002), with no difference in total health care costs ($21,167 vs $21,060 vs $20,133, respectively). IMPLICATIONS: This study shows that early insulin initiation (represented by the 1 OAD group) may be clinically beneficial to patients with T2DM not controlled with OADs, without adding to costs. This supports the call for timely initiation of individualized insulin therapy in this population.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Health Care Costs , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Adult , Aged , Blood Glucose/drug effects , Blood Glucose/metabolism , Databases, Factual , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/economics , Female , Glycated Hemoglobin/drug effects , Glycated Hemoglobin/metabolism , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Insulin/adverse effects , Male , Middle Aged , Retreatment , Retrospective Studies , Time Factors
15.
J Manag Care Spec Pharm ; 21(12): 1172-81, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26679966

ABSTRACT

BACKGROUND: Type 2 diabetes mellitus (T2DM) is a progressive disease. Despite starting with single oral antidiabetes drug (OAD) therapy and then adding OAD(s), most patients eventually require insulin therapy to achieve and maintain glycemic control. The timely initiation of insulin therapy could help patients with T2DM whose glycemic control is not adequately maintained using OADs alone. OBJECTIVE: To describe and compare baseline characteristics and assess real-world health outcomes associated with initiating basal insulin after 1 OAD, 2 OADs, or ≥ 3 OADs among T2DM patients. METHODS: Data were analyzed from adult T2DM patients in a U.S. managed care claims database (IMPACT) who initiated a basal insulin (from January 1, 2001, to December 31, 2011) with continuous health plan enrollment for 6 months before (baseline) and 12 months after (follow-up) insulin initiation and who had at least 1 OAD prescription. Outcome measures according to the number of OADs used were (a) treatment discontinuation, (b) glycated hemoglobin (A1c) levels, (c) proportion of patients experiencing hypoglycemia, (d) health care resource utilization, and (e) costs. RESULTS: Data from 71,988 patients were included (1 OAD: 19,168 patients [26.6%]; 2 OADs: 29,112 [40.4%]; and ≥ 3 OADs: 23,708 [32.9%]). All baseline characteristics, except nephropathy, were significantly different across the 3 groups. At baseline, when compared with the 1 OAD or 2 OADs groups, the ≥3 OADs group was less likely to be female or have macrovascular disease and had experienced fewer hypoglycemic events and hospitalization as well as lower costs. At follow-up, treatment discontinuation rates were 36.0%, 27.6%, and 21.4% for the 1 OAD, 2 OADs, and ≥ 3 OADs groups, respectively. A1c reduction was -1.33%, -1.05%, and -0.86%, respectively. The proportion of patients experiencing any hypoglycemia was 4.7%, 3.8%, and 3.3% at baseline; and 3.7%, 3.5%, and 3.1% at follow-up for the 1 OAD, 2 OADs, and ≥3 OADs groups, respectively. In all 3 groups, health care costs decreased compared with baseline, particularly in the 1 OAD and 2 OADs groups, with decreased inpatient costs offsetting increased drug costs. CONCLUSIONS: This real-world analysis shows that there are significant baseline differences in patients with T2DM on 1 OAD, 2 OADs, or ≥3 OADs when adding insulin therapy. All 3 groups had significant improvements in clinical and economic outcomes compared with baseline, yet at different magnitudes. These data contribute to a growing body of evidence supporting the timely initiation of insulin therapy for T2DM patients not maintaining glycemic control with OADs.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Managed Care Programs , Administration, Oral , Administrative Claims, Healthcare , Adult , Aged , Biomarkers/blood , Blood Glucose/drug effects , Blood Glucose/metabolism , Cost Savings , Cost-Benefit Analysis , Databases, Factual , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/economics , Drug Costs , Drug Therapy, Combination , Female , Glycated Hemoglobin/metabolism , Health Resources/economics , Health Resources/statistics & numerical data , Hospital Costs , Humans , Hypoglycemia/chemically induced , Hypoglycemic Agents/adverse effects , Hypoglycemic Agents/economics , Insulin/adverse effects , Insulin/economics , Male , Middle Aged , Retrospective Studies , Time Factors , Treatment Outcome
16.
J Manag Care Spec Pharm ; 21(12): 1184-93, 2015 Dec.
Article in English | MEDLINE | ID: mdl-26679967

ABSTRACT

BACKGROUND: Among elderly patients, the management of type 2 diabetes mellitus (T2DM) is complicated by population heterogeneity and elderly-specific complexities. Few studies have been done to understand treatment intensification among elderly patients failing multiple oral antidiabetic drugs (OADs). OBJECTIVE: To examine the association between time to treatment intensification of T2DM and elderly-specific patient complexities. METHODS: In this observational, retrospective cohort study, elderly (aged ≥ 65 years) Medicare beneficiaries (n = 16,653) with inadequately controlled T2DM (hemoglobin A1c ≥ 8.0% despite 2 OADs) were included. Based on the consensus statement for diabetes care in elderly patients published by the American Diabetes Association and the American Geriatric Society, elderly-specific patient complexities were defined as the presence or absence of 5 geriatric syndromes: cognitive impairment; depression; falls and fall risk; polypharmacy; and urinary incontinence. RESULTS: Overall, 48.7% of patients received intensified treatment during follow-up, with median time to intensification 18.5 months (95% CI = 17.7-19.3). Median time to treatment intensification was shorter for elderly patients with T2DM with polypharmacy (16.5 months) and falls and fall risk (12.7 months) versus those without polypharmacy (20.4 months) and no fall risk (18.6 months). Elderly patients with urinary incontinence had a longer median time to treatment intensification (18.6 months) versus those without urinary incontinence (14.6 months). The median time to treatment intensification did not significantly differ by the elderly-specific patient complexities that included cognitive impairment and depression. However, after adjusting for demographic, insurance, clinical characteristics, and health care utilization, we found that only polypharmacy was associated with time to treatment intensification (adjusted hazard ratio, 1.10; 95% CI = 1.04-1.15; P = 0.001). CONCLUSIONS: Less than half of elderly patients with inadequately controlled T2DM received treatment intensification. Elderly-specific patient complexities were not associated with time to treatment intensification, emphasizing a positive effect of the integrated health care delivery model. Emerging health care delivery models that target integrated care may be crucial in providing appropriate treatment for elderly T2DM patients with complex conditions.


Subject(s)
Delivery of Health Care, Integrated , Diabetes Mellitus, Type 2/drug therapy , Hypoglycemic Agents/therapeutic use , Time-to-Treatment , Age Factors , Aged , Biomarkers/blood , Blood Glucose/drug effects , Blood Glucose/metabolism , Comorbidity , Diabetes Mellitus, Type 2/blood , Diabetes Mellitus, Type 2/diagnosis , Drug Therapy, Combination , Glycated Hemoglobin/metabolism , Humans , Medicare , Polypharmacy , Retrospective Studies , Risk Factors , Time Factors , Treatment Outcome , United States
17.
J Am Geriatr Soc ; 63(5): 893-901, 2015 May.
Article in English | MEDLINE | ID: mdl-25955280

ABSTRACT

OBJECTIVES: To compare clinical and economic outcomes of early insulin initiation with those of delayed initiation in older adults with type 2 diabetes mellitus (T2DM). DESIGN: Retrospective cohort study. SETTING: Humana Medicare Advantage health insurance plan. PARTICIPANTS: Older (≥65) Medicare beneficiaries with T2DM. MEASUREMENTS: Subjects were grouped according to number of classes of oral antidiabetes drugs (OADs) they had taken before initiation of insulin: one (early insulin initiators), two, or three or more (delayed insulin initiators). One-year follow-up outcomes included change in glycosylated hemoglobin (HbA1c), percentage of older adults with HbA1c less than 8.0%, hypoglycemic events, and total healthcare costs. RESULTS: Overall, 14,669 individuals were included in the analysis. Baseline and 1-year follow-up HbA1c levels were available for 4,028 (27.5%) individuals. Insulin was initiated early in 32% and delayed in 20%. At follow-up, unadjusted reduction in HbA1c was 0.9±3.7% for the group with one OAD, 0.7±2.4% for those with two, and 0.5±3.6% for those with three or more. Early insulin initiation was associated with significantly greater reduction in HbA1c (0.4%; adjusted P<.001), 30% greater likelihood of achieving HbA1c less than 8.0% (adjusted odds ratio=1.30, 95% confidence interval=1.18-1.43), and no significant differences in total costs or hypoglycemia events (11.5% of early initiators vs 10.2% of delayed initiators; P=.32). CONCLUSION: This study suggests beneficial effects of early insulin initiation in older adults with T2DM who do not have adequate glycemic control, without increasing the risk of hypoglycemia or greater total direct healthcare costs.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/economics , Hypoglycemic Agents/administration & dosage , Insulin/administration & dosage , Aged , Cohort Studies , Early Medical Intervention , Female , Health Care Costs , Humans , Male , Medicare , Retrospective Studies , Time-to-Treatment , United States
18.
Popul Health Manag ; 18(4): 256-64, 2015 Aug.
Article in English | MEDLINE | ID: mdl-25608114

ABSTRACT

This study retrospectively assessed rates and risk factors for all-cause hospital readmission among elderly Medicare beneficiaries with type 2 diabetes mellitus (T2DM) aged ≥65 years. Associations between 30-day readmission and patients' demographic, insurance, index hospital, and clinical characteristics; patient complexities specific to the elderly; and health care utilization were examined using multivariable logistic regressions. Of 202,496 elderly Medicare beneficiaries, 52% were female, 76% were white, the mean age was 75.8 years, and 13.2% had all-cause 30-day readmissions. Elderly patients with cognitive impairment (adjusted odds ratio [aOR]=1.06, 95% confidence interval [CI]=1.01-1.12), falls and falls risk (aOR=1.15, 95% CI=1.08-1.22), polypharmacy (aOR=1.20, 95% CI=1.14-1.27), and urinary incontinence (aOR=1.08, 95% CI=1.01-1.15) were at higher risk for all-cause 30-day readmission than their counterparts without these complexities. As elderly-specific complexities are associated with greater risk for readmission, intervention programs to reduce readmission risk among elderly patients with T2DM should be tailored to suit the needs of elderly patients with extensive complexities.


Subject(s)
Diabetes Mellitus, Type 2/economics , Fee-for-Service Plans/economics , Medicare/economics , Patient Discharge/statistics & numerical data , Patient Readmission/standards , Aged , Diabetes Mellitus, Type 2/therapy , Female , Follow-Up Studies , Humans , Male , Odds Ratio , Patient Discharge/economics , Patient Readmission/economics , Retrospective Studies , Time Factors , United States
19.
Adv Ther ; 31(5): 539-60, 2014 May.
Article in English | MEDLINE | ID: mdl-24831915

ABSTRACT

INTRODUCTION: Type-2 diabetes mellitus (T2DM) is a progressive disease, and many patients eventually require insulin therapy. This study examined real-world outcomes of switching basal insulin analogs among patients with T2DM. METHODS: Using two large United States administrative claims databases (IMPACT(®) and Humana(®)), this longitudinal retrospective study examined two cohorts of adult patients with T2DM. Previously on insulin glargine, Cohort 1 either continued insulin glargine (GLA-C) or switched to insulin detemir (DET-S), while Cohort 2 was previously on insulin detemir, and either continued insulin detemir (DET-C) or switched to insulin glargine (GLA-S). One-year follow-up treatment persistence and adherence, glycated hemoglobin (HbA1c), hypoglycemia events, healthcare utilization and costs were assessed. Selection bias was minimized by propensity score matching between treatment groups within each cohort. RESULTS: A total of 5,921 patients (mean age 60 years, female 50.0%, HbA1c 8.6%) were included in the analysis (Cohort 1: IMPACT(®): n = 536 DET-S matched to n = 2,668 GLA-C; Humana(®): n = 256 DET-S matched to n = 1,262 GLA-C; Cohort 2: n = 419 GLA-S matched to n = 780 DET-C), with similar baseline characteristics between treatment groups in each cohort. During 1-year follow-up, in Cohort 1, DET-S patients, when compared with GLA-C patients, had lower treatment persistence/adherence with 33-40% restarting insulin glargine, higher rapid-acting insulin use, worse HbA1c outcomes, significantly higher diabetes drug costs, and similar hypoglycemia rates, health care utilization and total costs. However, in Cohort 2 overall opposite outcomes were observed and only 19.8% GLA-S patients restarted insulin detemir. CONCLUSIONS: This study showed contrasting clinical and economic outcomes when patients with T2DM switched basal insulin analogs, with worse outcomes observed for patients switching from insulin glargine to insulin detemir and improved outcomes when switching from insulin detemir to insulin glargine. Further investigation into the therapeutic interchangeability of insulin glargine and insulin detemir in the real-world setting is needed.


Subject(s)
Diabetes Mellitus, Type 2 , Drug Substitution/methods , Hypoglycemia , Insulin Detemir , Insulin Glargine , Adult , Aged , Costs and Cost Analysis , Databases, Factual , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/epidemiology , Female , Glycated Hemoglobin/analysis , Humans , Hypoglycemia/chemically induced , Hypoglycemia/prevention & control , Hypoglycemic Agents/administration & dosage , Hypoglycemic Agents/adverse effects , Insulin/analogs & derivatives , Insulin Detemir/administration & dosage , Insulin Detemir/adverse effects , Insulin Glargine/administration & dosage , Insulin Glargine/adverse effects , Longitudinal Studies , Male , Middle Aged , Outcome Assessment, Health Care , Retrospective Studies , United States/epidemiology
20.
Diabetes Technol Ther ; 16(9): 567-75, 2014 Sep.
Article in English | MEDLINE | ID: mdl-24735083

ABSTRACT

BACKGROUND: Diabetes accounts for almost 15% of all direct healthcare expenditures. Managed care organizations try to reduce costs and improve patient outcomes. Increasing patient persistence with antidiabetes treatment could help achieve these goals. SUBJECTS AND METHODS: A retrospective study was conducted using the Optum Research Database (Optum, Eden Prairie, MN) to analyze clinical and economic outcomes associated with initiation of insulin glargine via a disposable pen (GLA-P) or vial and syringe (GLA-V) among adult, insulin-naive patients with type 2 diabetes mellitus (T2DM). Propensity-matched patient cohorts were assessed for persistence with insulin therapy, glycated hemoglobin (A1C), hypoglycemic events (based on diagnosis codes), and healthcare costs (total paid amount of adjudicated claims) after follow-up at 1 year. RESULTS: In 1,308 matched patients, persistence was significantly higher (P=0.011) and longer (P=0.001) with GLA-P. Follow-up A1C values were significantly lower (P=0.038), and decreases in A1C from baseline significantly larger (P=0.043), in GLA-P than in GLA-V. Significantly fewer hypoglycemic events (P=0.042) were experienced, and a lower rate of diabetes-related inpatient admissions (P=0.008) was reported in GLA-P than GLA-V. Despite higher study drug costs with GLA-P than GLA-V, all-cause and diabetes-related healthcare costs were similar. CONCLUSIONS: In insulin-naive patients with T2DM, initiation of insulin glargine using the disposable pen rather than the vial and syringe is associated with higher persistence, better A1C control, and lower rates of hypoglycemia. The higher study drug costs associated with pen use do not increase total all-cause or diabetes-related healthcare costs. This may help treatment selection for patients with T2DM in a managed care setting.


Subject(s)
Diabetes Mellitus, Type 2/drug therapy , Disposable Equipment , Hypoglycemic Agents/administration & dosage , Insulin, Long-Acting/administration & dosage , Managed Care Programs/economics , Syringes , Adolescent , Adult , Aged , Blood Glucose/drug effects , Databases, Factual , Diabetes Mellitus, Type 2/economics , Diabetes Mellitus, Type 2/epidemiology , Disposable Equipment/economics , Female , Health Care Costs , Humans , Hypoglycemia/prevention & control , Hypoglycemic Agents/economics , Insulin Glargine , Insulin, Long-Acting/economics , Male , Medication Adherence/statistics & numerical data , Middle Aged , Retrospective Studies , Self Administration , Syringes/economics , United States/epidemiology
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