VSVinay Shah

Vinay Shah

*This is an algorithmically generated author record based on publicly available information.

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Previous Organizations / Institutes

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Vinay Shah has a total of 61 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Utilization of system-wide urine drug testing to safely confront opioid misuse.

    by Ejas Palathingal Bava, Kanika Arora, Amanda Totten, Jacqueline Copeland, Joseph Crow, Vinay Shah, Cathrine Frank, Nabil Sibai, Gabrielle Winston-Mcpherson

    Abuse and addiction of opioids leading to overdose deaths has increased significantly in Michigan since 2014. Moreover, a recent study showed that a majority (92%) of clinicians at Henry Ford Health System (HFHS) had reported prescribing narcotics in a way that was out of their comfort zone. To tackle this menace, we needed to equip our physicians with the appropriate tools to monitor patient compliance. In 2017, our laboratory implemented a reflexive urine drug testing (UDT) strategy called the directed pain panel (DPP). This panel included testing for natural/semi-synthetic /synthetic opiates, benzodiazepines, and cocaine metabolites. In 2019, the DPP was enhanced by adding buprenorphine, fentanyl, and tramadol. It is beneficial to order the DPP as opposed to UDSC (Urine drug screen) because UDSC does not detect the synthetic narcotics methadone, fentanyl, tramadol, and buprenorphine. DPP also has better sensitivity for detection of oxycodone. The primary aim of the current study was to evaluate UDT orders for chronic pain patients and to focus our efforts on improving the lab testing available to our providers to manage patients safely and effectively. Therefore, we evaluated the utilization of our testing strategy by doing a survey among chronic pain physicians in addition to retrospectively analyzing total orders for DPP (chronic pain panel, directed, urine) and UDSC (drug screen, urine) for chronic pain patients at five locations in Michigan over a one-year period (8/2020-8/2021). We collaborated with key providers and accessed their test ordering history to assess compliance with ordering the preferred UDT panel. The DPP represented 68% of all UDTs ordered for this population, however there were still a significant number of UDSC orders (32%). When order location was evaluated, the majority of UDSC orders originated from two locations (80%). When provider ordering patterns were evaluated, most providers (65%) ordered the DPP > 50% of the time. In addition, 70% of all UDSC orders came from just two providers. This data showed that HFHS pain management clinicians favored ordering the DPP, however a small minority of ordering providers may benefit from targeted education regarding the advantages of the DPP. Hence, we educated the physicians who were ordering UDSC. They were willing to modify their practice to order DPP, instead of UDSC. This may pave the way for better patient compliance as well as reduced overdose and abuse of opioids.

  • Open Access

    Assessment of an Intervention to Reduce Aspirin Prescribing for Patients Receiving Warfarin for Anticoagulation

    by Jordan K. Schaefer, Josh Errickson, Xiaokui Gu, Tina Alexandris-Souphis, Mona A. Ali, Brian Haymart, Scott Kaatz, Eva Kline-Rogers, Jay H. Kozlowski, Gregory D. Krol, et al.

    Importance: For some patients receiving warfarin, adding aspirin (acetylsalicylic acid) increases bleeding risk with unclear treatment benefit. Reducing excess aspirin use could be associated with improved clinical outcomes.Objective: To assess changes in aspirin use, bleeding, and thrombosis event rates among patients treated with warfarin.Design, Setting, and Participants: This pre-post observational quality improvement study was conducted from January 1, 2010, to December 31, 2019, at a 6-center quality improvement collaborative in Michigan among 6738 adults taking warfarin for atrial fibrillation and/or venous thromboembolism without an apparent indication for concomitant aspirin. Statistical analysis was conducted from November 26, 2020, to June 14, 2021.Intervention: Primary care professionals for patients taking aspirin were asked whether an ongoing combination aspirin and warfarin treatment was indicated. If not, then aspirin was discontinued with the approval of the managing clinician.Main Outcomes and Measures: Outcomes were assessed before and after intervention for the primary analysis and before and after 24 months before the intervention (when rates of aspirin use first began to decrease) for the secondary analysis. Outcomes included the rate of aspirin use, bleeding, and thrombotic outcomes. An interrupted time series analysis assessed cumulative monthly event rates over time.Results: A total of 6738 patients treated with warfarin (3160 men [46.9%]; mean [SD] age, 62.8 [16.2] years) were followed up for a median of 6.7 months (IQR, 3.2-19.3 months). Aspirin use decreased slightly from a baseline mean use of 29.4% (95% CI, 28.9%-29.9%) to 27.1% (95% CI, 26.1%-28.0%) during the 24 months before the intervention (P < .001 for slope before and after 24 months before the intervention) with an accelerated decrease after the intervention (mean aspirin use, 15.7%; 95% CI, 14.8%-16.8%; P = .001 for slope before and after intervention). In the primary analysis, the intervention was associated with a significant decrease in major bleeding events per month (preintervention, 0.31%; 95% CI, 0.27%-0.34%; postintervention, 0.21%; 95% CI, 0.14%-0.28%; P = .03 for difference in slope before and after intervention). No change was observed in mean percentage of patients having a thrombotic event from before to after the intervention (0.21% vs 0.24%; P = .34 for difference in slope). In the secondary analysis, reducing aspirin use (starting 24 months before the intervention) was associated with decreases in mean percentage of patients having any bleeding event (2.3% vs 1.5%; P = .02 for change in slope before and after 24 months before the intervention), mean percentage of patients having a major bleeding event (0.31% vs 0.25%; P = .001 for change in slope before and after 24 months before the intervention), and mean percentage of patients with an emergency department visit for bleeding (0.99% vs 0.67%; P = .04 for change in slope before and after 24 months before the intervention), with no change in mean percentage of patients with a thrombotic event (0.20% vs 0.23%; P = .36 for change in slope before and after 24 months before the intervention).Conclusions and Relevance: This quality improvement intervention was associated with an acceleration of a preexisting decrease in aspirin use among patients taking warfarin for atrial fibrillation and/or venous thromboembolism without a clear indication for aspirin therapy. Reductions in aspirin use were associated with reduced bleeding. This study suggests that an anticoagulation clinic–based aspirin deimplementation intervention can improve guideline-concordant aspirin use.


  • Open Access

    Outcomes in patients undergoing periprocedural interruption of warfarin or direct oral anticoagulants

    by Jeffrey Lee, Xiaowen Kong, Brian Haymart, Eva Kline‐Rogers, Scott Kaatz, Vinay Shah, Mona A. Ali, Jay Kozlowski, James Froehlich, Geoffrey D. Barnes


  • Open Access

    Predicting major bleeding during extended anticoagulation for unprovoked or weakly provoked venous thromboembolism

    by Philip S. Wells, Tobias Tritschler, Faizan Khan, David R. Anderson, Susan R. Kahn, Alejandro Lazo-Langner, Marc Carrier, Grégoire Le Gal, Lana A. Castellucci, Vinay Shah, et al.

    No clinical prediction model has been specifically developed or validated to identify patients with unprovoked venous thromboembolism (VTE) who are at high risk of major bleeding during extended anticoagulation. In a prospective multinational cohort study of patients with unprovoked VTE receiving extended anticoagulation after completing ≥3 months of initial treatment, we derived a new clinical prediction model using a multivariable Cox regression model based on 22 prespecified candidate predictors for the primary outcome of major bleeding. This model was then compared with modified versions of 5 existing clinical scores. A total of 118 major bleeding events occurred in 2516 patients (annual risk, 1.7%; 95% confidence interval [CI], 1.4-2.1). The incidences of major bleeding events per 100 person-years in high-risk and non–high-risk patients, respectively, were 3.9 (95% CI, 3.0-5.1) and 1.1 (0.8-1.4) using the newly derived creatinine, hemoglobin, age, and use of antiplatelet agent (CHAP) model; 3.3 (2.6-4.1) and 1.0 (0.7-1.3) using modified ACCP score, 5.3 (0.6-19.2) and 1.7 (1.4-2.0) using modified RIETE score, 3.1 (2.3-3.9) and 1.1 (0.9-1.5) using modified VTE-BLEED score, 5.2 (3.3-7.8) and 1.5 (1.2-1.8) using modified HAS-BLED score, and 4.8 (1.3-12.4) and 1.7 (1.4-2.0) using modified outpatient bleeding index score. Modified versions of the ACCP, VTE-BLEED, and HAS-BLED scores help identify patients with unprovoked VTE who are at high risk of major bleeding and should be considered for discontinuation of anticoagulation after 3 to 6 months of initial treatment. The CHAP model may further improve estimation of bleeding risk by using continuous predictor variables, but external validation is required before its implementation in clinical practice.


  • Open Access

    Management strategies following slightly out-of-range INRs: watchful waiting vs dose changes

    by Hallie B. Remer, Xiaokui Gu, Brian Haymart, Geoffrey D. Barnes, Mona A. Ali, Eva Kline-Rogers, Tina Alexandris-Souphis, Jay H. Kozlowski, James B. Froehlich, Vinay Shah, et al.

    Patients’ international normalized ratios (INRs) often fall slightly out of range. In these cases, the American College of Chest Physicians (ACCP) guidelines suggest maintaining the current warfarin dose and retesting the INR within the following 2 weeks (watchful waiting). We sought to determine whether watchful waiting or dose changes for slightly out-of-range INRs is more effective in obtaining in-range INRs at follow-up. INRs and management strategies of warfarin-treated patients within the Michigan Anticoagulation Quality Improvement Initiative registry were analyzed. Management strategies included watchful waiting or dose changes. INRs slightly out of range (target range 2.0-3.0) and their associated management were identified. Multilevel mixed-effects logistic regression was used to estimate the probability of the next INR being in range, adjusted for clustering due to multiple out-of-range INRs per patient. A total of 45 351 slightly out-of-range INRs (ranging 1.50-1.99 and 3.01-3.49) from 8288 patients were identified. The next INR was slightly less likely to be in range with watchful waiting than with a dose change (predicted probabilities 58.9% vs 60.0%, P = 0.024). Although a significant statistical difference was detected in the probabilities of the next INR being back in range when managed by a dose change compared with watchful waiting following a slightly out-of-range INR, the magnitude of the difference was small and unlikely to represent clinical importance. Our study supports the current guideline recommendations for watchful waiting in cases of slightly out-of-range INRs values.


  • Open Access

    Anticoagulation in cancer-associated thromboembolism with thrombocytopenia: a prospective, multicenter cohort study

    by Brian J. Carney, Tzu-Fei Wang, Siyang Ren, Gemlyn George, Amer Al Homssi, Manila Gaddh, Gregory C. Connolly, Vinay I. Shah, Thomas Bogue, Abigail Bartosic, et al.

    Venous thromboembolism (VTE) with concurrent thrombocytopenia is frequently encountered in patients with cancer. Therapeutic anticoagulation in the setting of thrombocytopenia is associated with a high risk of hemorrhage. Retrospective analyses suggest the utility of modified-dose anticoagulation in this population. To assess the incidence of hemorrhage or thrombosis according to anticoagulation strategy, we performed a prospective, multicenter, observational study. Patients with active malignancy, acute VTE, and concurrent thrombocytopenia (platelet count <100 000/µL) were enrolled. The cumulative incidences of hemorrhage or recurrent VTE were determined considering death as a competing risk. Primary outcomes were centrally adjudicated and comparisons made according to initial treatment with full-dose or modified-dose anticoagulation. A total of 121 patients were enrolled at 6 hospitals. Seventy-five patients were initially treated with full-dose anticoagulation (62%) and 33 (27%) with modified-dose anticoagulation; 13 (11%) patients received no anticoagulation. Most patients who received modified-dose anticoagulation had a hematologic malignancy (31 of 33 [94%]) and an acute deep vein thrombosis (28 of 33 [85%]). In patients who initially received full-dose anticoagulation, the cumulative incidence of major hemorrhage at 60 days was 12.8% (95% confidence interval [CI], 4.9-20.8) and 6.6% (95% CI, 2.4-15.7) in those who received modified-dose anticoagulation (Fine-Gray hazard ratio, 2.18; 95% CI, 1.21-3.93). The cumulative incidence of recurrent VTE at 60 days in patients who initially received full-dose anticoagulation was 5.6% (95% CI, 0.2-11) and 0% in patients who received modified-dose anticoagulation. In conclusion, modified-dose anticoagulation appears to be a safe alternative to therapeutic anticoagulation in patients with cancer who develop deep vein thrombosis in the setting of thrombocytopenia.