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Validation of Self-Administered Single-Item Screening Questions (SISQs) for Unhealthy Alcohol and Drug Use in Primary Care Patients
McNeely, Jennifer; Cleland, Charles M; Strauss, Shiela M; Palamar, Joseph J; Rotrosen, John; Saitz, Richard
BACKGROUND: Very brief single-item screening questions (SISQs) for alcohol and other drug use can facilitate screening in health care settings, but are not widely used. Self-administered versions of the SISQs could ease barriers to their implementation. OBJECTIVE: We sought to validate SISQs for self-administration in primary care patients. DESIGN: Participants completed SISQs for alcohol and drugs (illicit and prescription misuse) on touchscreen tablet computers. Self-reported reference standard measures of unhealthy use, and more specifically of risky consumption, problem use, and substance use disorders, were then administered by an interviewer, and saliva drug tests were collected. PARTICIPANTS: Adult patients aged 21-65 years were consecutively enrolled from two urban safety-net primary care clinics. MAIN MEASURES: The SISQs were compared against reference standards to determine sensitivity, specificity, and area under the receiver operating characteristic curve (AUC) for alcohol and drug use. KEY RESULTS: Among the 459 participants, 22 % reported unhealthy alcohol use and 25 % reported drug use in the past year. The SISQ-alcohol had sensitivity of 73.3 % (95 % CI 65.3-80.3) and specificity of 84.7 % (95 % CI 80.2-88.5), AUC = 0.79 (95 % CI 0.75-0.83), for detecting unhealthy alcohol use, and sensitivity of 86.7 % (95 % CI 75.4-94.1) and specificity of 74.2 % (95 % CI 69.6-78.4), AUC = 0.80 (95 % CI 0.76-0.85), for alcohol use disorder. The SISQ-drug had sensitivity of 71.3 % (95 % CI 62.4-79.1) and specificity of 94.3 % (95 % CI 91.3-96.6), AUC = 0.83 (95 % CI 0.79-0.87), for detecting unhealthy drug use, and sensitivity of 85.1 (95 % CI 75.0-92.3) and specificity of 88.6 % (95 % CI 85.0-91.6), AUC = 0.87 (95 % CI 0.83-0.91), for drug use disorder. CONCLUSIONS: The self-administered SISQs are a valid approach to detecting unhealthy alcohol and other drug use in primary care patients. Although self-administered SISQs may be less accurate than the previously validated interviewer-administered versions, they are potentially easier to implement and more likely to retain their fidelity in real-world practice settings.
PMCID:4636560
PMID: 25986138
ISSN: 1525-1497
CID: 1595062
Synaptic Plasticity and Signal Transduction Gene Polymorphisms and Vulnerability to Drug Addictions in Populations of European or African Ancestry
Levran, Orna; Peles, Einat; Randesi, Matthew; Correa da Rosa, Joel; Ott, Jurg; Rotrosen, John; Adelson, Miriam; Kreek, Mary Jeanne
AIM: Drug addiction is characterized, in part, by deregulation of synaptic plasticity in circuits involved in reward, stress, cue learning, and memory. This study was designed to assess whether 185 variants in 32 genes central to synaptic plasticity and signal transduction contribute to vulnerability to develop heroin and/or cocaine addiction. METHODS: Analyses were conducted in a sample of 1860 subjects divided according to ancestry (African and European) and drug of abuse (heroin or cocaine). RESULTS: Eighteen SNPs in 11 genes (CDK5R1, EPHA4, EPHA6, FOSL2, MAPK3, MBP, MPDZ, NFKB1, NTRK2, NTSR1, and PRKCE) showed significant associations (P < 0.01), but the signals did not survive correction for multiple testing. SNP rs230530 in the NFKB1 gene, encoding the transcription regulator NF-kappa-B, was the only SNP indicated in both ancestry groups and both addictions. This SNP was previously identified in association with alcohol addiction. SNP rs3915568 in NTSR1, which encodes neurotensin receptor, and SNP rs1389752 in MPDZ, which encodes the multiple PDZ domain protein, were previously associated with heroin addiction or alcohol addiction, respectively. CONCLUSIONS: The study supports the involvement of genetic variation in signal transduction pathways in heroin and cocaine addiction and provides preliminary evidence suggesting several new risk or protective loci that may be relevant for diagnosis and treatment success.
PMCID:4619135
PMID: 26384852
ISSN: 1755-5949
CID: 1779462
A brief patient self-administered substance use screening tool for primary care: two-site validation study of the Substance Use Brief Screen (SUBS)
McNeely, Jennifer; Strauss, Shiela M; Saitz, Richard; Cleland, Charles M; Palamar, Joseph J; Rotrosen, John; Gourevitch, Marc N
BACKGROUND: Substance use screening is widely encouraged in healthcare settings, but the lack of a screening approach that fits easily into clinical workflows has restricted its broad implementation. The Substance Use Brief Screen (SUBS) was developed as a brief, self-administered instrument to identify unhealthy use of tobacco, alcohol, illicit drugs, and prescription drugs. We evaluated the validity and test-retest reliability of the SUBS in adult primary care patients. METHODS: Adults age 18-65 were enrolled from urban safety net primary care clinics to self-administer the SUBS using touch-screen tablet computers for a test-retest reliability study (n=54) and a two-site validation study (n=586). In the test-retest reliability study, the SUBS was administered twice within a 2-week period. In the validation study, the SUBS was compared to reference standard measures, including self-reported measures and saliva drug tests. We measured test-retest reliability and diagnostic accuracy of the SUBS for detection of unhealthy use and substance use disorder for tobacco, alcohol, and drugs (illicit and prescription drug misuse). RESULTS: Test-retest reliability was good or excellent for each substance class. For detection of unhealthy use, the SUBS had sensitivity and specificity of 97.8% (95% CI 93.7 to 99.5) and 95.7% (95% CI 92.4 to 97.8), respectively, for tobacco; and 85.2% (95% CI 79.3 to 89.9) and 77.0% (95% CI 72.6 to 81.1) for alcohol. For unhealthy use of illicit or prescription drugs, sensitivity was 82.5% (95% CI 75.7 to 88.0) and specificity 91.1% (95% CI 87.9 to 93.6). With respect to identifying a substance use disorder, the SUBS had sensitivity and specificity of 100.0% (95% CI 92.7 to 100.0) and 72.1% (95% CI 67.1 to 76.8) for tobacco; 93.5% (95% CI 85.5 to 97.9) and 64.6% (95% CI 60.2 to 68.7) for alcohol; and 85.7% (95% CI 77.2 to 92.0) and 82.0% (95% CI 78.2 to 85.3) for drugs. Analyses of area under the receiver operating curve (AUC) indicated good discrimination (AUC 0.74-0.97) for all substance classes. Assistance in completing the SUBS was requested by 11% of participants. CONCLUSIONS: The SUBS was feasible for self-administration and generated valid results in a diverse primary care patient population. The 4-item SUBS can be recommended for primary care settings that are seeking to implement substance use screening.
PMCID:4475501
PMID: 25770031
ISSN: 1555-7162
CID: 1527812
Opioid treatment at release from jail using extended-release naltrexone: a pilot proof-of-concept randomized effectiveness trial
Lee, Joshua D; McDonald, Ryan; Grossman, Ellie; McNeely, Jennifer; Laska, Eugene; Rotrosen, John; Gourevitch, Marc N
BACKGROUND AND AIMS: Relapse to addiction following incarceration is common. We estimated the feasibility and effectiveness of extended-release naltrexone (XR-NTX) as relapse prevention among opioid-dependent male adults leaving a large urban jail. DESIGN: Eight-week, proof-of-concept, open-label, non-blinded randomized effectiveness trial. SETTING: New York City jails and Bellevue Hospital Center Adult Primary Care clinics, USA. PARTICIPANTS: From January 2010 to July 2013, 34 opioid-dependent adult males with no stated interest in agonist treatments (methadone, buprenorphine) received a counseling and referral intervention and were randomized to XR-NTX (n = 17) versus no medication (n = 17) within one week prior to jail release. INTERVENTION: XR-NTX (Vivitrol((R)) ; Alkermes Inc.), a long-acting injectable mu opioid receptor antagonist. MEASURES: The primary intent-to-treat outcome was post-release opioid relapse at week 4, defined as >/=10 days of opioid misuse by self-report and urine toxicologies. Secondary outcomes were proportion of urine samples negative for opioids and rates of opioid abstinence, intravenous drug use (IVDU), cocaine use, community treatment participation, re-incarceration and overdose. FINDINGS: Acceptance of XR-NTX was high; 15 of 17 initiated treatment. Rates of the primary outcome of week 4 opioid relapse were lower among XR-NTX participants: 38 versus 88% [P<0.004; odds ratio (OR) = 0.08, 95% confidence interval (CI) = 0.01-0.48]; more XR-NTX urine samples were negative for opioids, 59 versus 29% (P<0.009; OR = 3.5, 95% CI = 1.4-8.5). There were no significant differences in the remaining secondary outcomes, including rates of IVDU, cocaine use, re-incarceration and overdose. CONCLUSION: Extended-release naltrexone is associated with significantly lower rates of opioid relapse among men in the United States following release from jail when compared with a no medication treatment-as-usual condition.
PMID: 25703440
ISSN: 1360-0443
CID: 1578432
Do chief complaints allow targeting of alcohol and drug use screening, brief intervention, and/or referral for treatment (SBIRT) in the ED? [Meeting Abstract]
McCormack, R P; Pavlicova, M; Hu, M -C; D'Onofrio, G; Bogenschutz, M; Mandler, R; Gauthier, P R; McClure, B; Moy, L J; Thompson, D A; Nunes, E V; Rotrosen, J
Background: ED-based SBIRT for alcohol and drug use has the potential to affect public health greatly. Time and resource constraints limit implementation. Objectives: We aimed to determine whether particular chief complaints could be used to identify patients likely to screen positive for unhealthy alcohol or drug use, thus reducing the proportion of patients needing to be screened and increasing the efficiency of SBIRT. Methods: Cross-sectional study using baseline data from NIDA CTN0047: SMART-ED, a multicenter, randomized 3-arm SBIRT trial which screened 14,972 ED patients. Free-text chief complaints were coded using a tested algorithm, then reviewed and further collapsed by multiple team members to ensure agreement. The 454 excluded patients had missing data, complaints related to alcohol or drug use, or complaints stated by <15 subjects. Positive screens were defined as AUDIT-C > 4 for men and >3 for women (alcohol) and DAST >3 (drugs) - to detect the spectrum of unhealthy alcohol or drug use (from at-risk to dependence). We rank-ordered the chief complaints by their (Figure presented) sensitivity and positive predictive value using two strategies: 1) to minimize the number of chief complaints and 2) to assess the fewest number of ED patients. Our goal was to identify 75% of ED patients having positive assessments using these strategies. Results: The screening assessments were positive in 5,805/14,561 (39.9%) for alcohol and 2,454/14,494 (16.9%) for drugs. We collapsed the free-text chief complaints into 50 usable categories. To identify 75% of all ED patients having positive assessments using the first strategy would require including 19 chief complaints for alcohol screening and 20 chief complaints for drug screening. Adapting the second strategy, we would need to screen at least 71% and 68% of all ED patients for alcohol and drugs respectively to identify 75% of those having positive assessments. (See Table 47 and Figure 47.) Conclusion: In this multi-ED study, unhealthy alcohol and drug use was exceptionally prevalent. Using chief complaints did not significantly improve the efficiency of SBIRT for AOD
EMBASE:71878688
ISSN: 1069-6563
CID: 1600652
Overlapping dopaminergic pathway genetic susceptibility to heroin and cocaine addictions in african americans
Levran, Orna; Randesi, Matthew; da Rosa, Joel Correa; Ott, Jurg; Rotrosen, John; Adelson, Miriam; Kreek, Mary Jeanne
Drugs of abuse activate the mesolimbic dopaminergic pathway. Genetic variations in the dopaminergic system may contribute to drug addiction. Several processes are shared between cocaine and heroin addictions but some neurobiological mechanisms may be specific. This study examined the association of 98 single nucleotide polymorphisms in 13 dopamine-related genes with heroin addiction (OD) and/or cocaine addiction (CD) in a sample of 801 African Americans (315 subjects with OD +/- CD, 279 subjects with CD, and 207 controls). Single-marker analyses provided nominally significant evidence for associations of 24 SNPs) in DRD1, ANKK1/DRD2, DRD3, DRD5, DBH, DDC, COMT and CSNK1E. A DRD2 7-SNPs haplotype that includes SNPs rs1075650 and rs2283265, which were shown to alter D2S/D2L splicing, was indicated in both addictions. The Met allele of the functional COMT Val158Met was associated with protection from OD. None of the signals remained significant after correction for multiple testing. The study results are in accordance with the results of previous studies, including our report of association of DRD1 SNP rs5326 with OD. The findings suggest the presence of an overlap in genetic susceptibility for OD and CD, as well as shared and distinct susceptibility for OD in subjects of African and European descent.
PMCID:4399004
PMID: 25875614
ISSN: 1469-1809
CID: 1579882
Do chief complaints allow targeting of SBIRT in the emergency department? [Meeting Abstract]
McCormack, R P; Gauthier, P; McClure, B; Moy, L; Hu, M; Pavlicova, M; Nunes, E V; Thompson, D; Bogenschutz, M; Mandler, R; Rotrosen, J
Aims: ED-based SBIRT for alcohol and drug use has the potential to impact public health greatly. Time and resource constraints limit implementation. Targeted intervention may be more efficient and practical. We hypothesized that we could use chief complaints to identify patients at highest risk of positive drug or alcohol use assessments. Methods: Using baseline data from NIDA CTN0047: SMARTED, free text chief complaints of 14,972 subjects from six sites were coded using a tested algorithm (Thompson, 2006). Multiple team members manually reviewed and further collapsed the chief complaint categorization to ensure agreement. We excluded subjects having missing data or complaints related to substance use and chief complaints stated by <15 subjects. Positive screens were defined as AUDIT-C > 4 for men and >3 for women (alcohol) and DAST > 2 (drugs). We ranked-ordered the chief complaints by their sensitivity and positive predictive value to (1) minimize the number of chief complaints and (2) assess the fewest number of ED patients. Our goal was to identify 75% of ED patients having positive assessments using these strategies. Results: The screening assessments were positive in 5805/14,561 (39.9%) for alcohol and 2454/14,494 (16.9%) for drugs. We collapsed the free-text chief complaints into 50 usable categories. To identify 75% of all ED patients having positive assessments using the first strategy would require including 19 chief complaints for alcohol screening and 20 chief complaints for drug screening. Adapting the second strategy, we would need to screen at least 71% and 68% of all ED patients for alcohol and drugs respectively to identify 75% of those having positive assessments. Conclusions: Based on this large, multicenter study, chief complaints provide little assistance in targeting SBIRT for alcohol or drug use in the ED
EMBASE:71802446
ISSN: 0376-8716
CID: 1514822
Stress-related genes and heroin addiction: A role for functional fkbp5 variants [Meeting Abstract]
Levran, O; Peles, E; Randesi, M; Li, Y; Rotrosen, J; Ott, J; Adelson, M; Kreek, M J
Aims: To determine if specific single-nucleotide polymorphisms (SNPs) in stress-related genes are associated with heroin addiction. Methods: Case-control hypothesis-driven association study of 112 SNPs from 26 stress-related genes. The sample consists of 852 case subjects and 238 controls. The case subjects are former heroin addicts with a history of at least 1 year of daily multiple uses of heroin, treated at a MMTP. European ancestry was verified by ancestry informative markers (AIMs). Association analysis was performed by logistic regression. Results: Nineteen SNPs in 9 genes (AVP, CRHR1, CRHR2, FKBP5, NR3C2, AVPR1A, GAL, GLRA1 and NPY1R) showed nominally significant association (p < 0.05) with heroin addiction. Two tightly linked FKBP5 SNPs, rs1360780 and rs3800373, from intron 2 and the 3' UTR, respectively, remained significant after correction for multiple testing (experiment-wise p = 3.0E-04;OR= 2.35; 95% CI, 1.5-3.7 and p = 1.6E-05; OR= 2.85; 95% CI, 1.8-4.6, respectively). Conclusions: The study provides evidence for the association of FKBP5 SNPs with heroin addiction. These SNPs were previously associated with diverse affective disorders and showed functional differences in gene expression and stress response. The FKBP5 gene encodes a co-chaperone that regulates glucocorticoid sensitivity. The modulation of the stress response by FKBP5 may contribute to the development of opiate dependence and in turn FKBP5 may also mediate the abuse potential of opioids. The study also corroborates our and others previous reports of association of GAL SNP rs694066 and AVPR1A SNPs rs11174811, rs1587097 and rs10784339 with specific general drug addictions and suggests several new associations
EMBASE:71802380
ISSN: 0376-8716
CID: 1514832
Validation of the substance use brief screen in primary care [Meeting Abstract]
McNeely, J; Strauss, S; Halkitis, P N; Saitz, R; Rotrosen, J; Shelley, D; Cleland, C; Gourevitch, M N
Aims: Implementation of substance use screening in general medical settings is hindered by the lack of a brief yet precise and comprehensive screening tool that is compatible with clinical workflows. To address this need, we developed the Substance Use Brief Screen (SUBS); a 4-item screener for tobacco, alcohol, and drug use (illicit and prescription) that is self-administered and may be easily integrated with electronic health records. Methods: Adult patients were recruited consecutively in the waiting area of an urban safety net primary care clinic. The SUBS was self-administered in English on touchscreen tablet computers. Reference standard measures of unhealthy substance use and substance use disorders were then administered, including self reported measures and saliva drug tests. The SUBS was compared against the reference standards to determine its sensitivity, specificity, and area under the curve (AUC) for each substance class. Results: Among the 390 participants, rates of past year use reported on the SUBS were 37% tobacco, 43% alcohol (4+ drinks/day), 20% illicit drugs, and 12% prescription drugs. Sensitivity and specificity of the SUBS for detecting past year unhealthy use were: tobacco 99% and 91% (AUC = .95); alcohol 94% and 68% (AUC = .81); drugs (illicit or prescription) 84% and 89% (AUC = .86). Sensitivity was lower for prescription drugs (57%) than for illicit drugs (78%). For detecting a substance use disorder, sensitivity and specificity were: tobacco 100% and 73% (AUC = .87); alcohol 93% and 64% (AUC = .79); drugs 85% and 82% (AUC = .84). Conclusions: The SUBS accurately identified unhealthy tobacco, alcohol, and drug use in this primary care sample, and had high sensitivity but lower specificity for identifying substance use disorders. Individuals screening positive on the SUBS should receive further assessment. Our findings support use of the SUBS for substance use screening in primary care, but additional tools may be needed for prescription drugs
EMBASE:71802006
ISSN: 0376-8716
CID: 1514442
Susceptibility loci for heroin and cocaine addiction in the serotonergic and adrenergic pathways in populations of different ancestry
Levran, Orna; Peles, Einat; Randesi, Matthew; Correa da Rosa, Joel; Ott, Jurg; Rotrosen, John; Adelson, Miriam; Kreek, Mary Jeanne
BACKGROUND: Drug addiction is influenced by genetic factors. AIM: To determine if genetic variants in the serotonergic and adrenergic pathways are associated with heroin and/or cocaine addiction. SUBJECTS & METHODS: The study examined 140 polymorphisms in 19 genes in 1855 subjects with predominantly European or African ancestries. RESULTS: A total of 38 polymorphisms (13 genes) showed nominal associations, including novel associations in S100A10 (p11) and SLC18A2 (VMAT2). The association of HTR3B SNP rs11606194 with heroin addiction in the European ancestry subgroup remained significant after correction for multiple testing (p corrected = 0.04). CONCLUSION: The study strengthens our previous findings of association of polymorphisms in HTR3A, HTR3B and ADRA1A. The study suggests partial overlap in genetic susceptibility between populations of different ancestry and between heroin and cocaine addiction.
PMCID:4896084
PMID: 26227246
ISSN: 1744-8042
CID: 1778022