Tyler C Smith’s research while affiliated with University of San Diego and other places

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Publications (182)


Participant Recruitment Flow Diagram.
Acupuncture for Anxiety, Depression, and Sleep in Veterans with Combat-Related Posttraumatic Stress Disorder: A Randomized Controlled Trial
  • Article
  • Full-text available

May 2025

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17 Reads

An-Fu Hsiao

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Jennifer Lai-Trzebiatowski

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Tyler Smith

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[...]

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Michael Hollifield

Objective: Current interventions for anxiety, depression, and insomnia are efficacious, yet effectiveness may be limited by side effects and/or high withdrawal rates. Other desirable treatment options are needed. Many veterans and civilians are turning to acupuncture as an emerging therapy. Our objective was to conduct a more definitive study comparing verum with sham acupuncture (minimal needling). Methods: A two-arm, single-blinded randomized controlled trial (RCT) hypothesizing that both verum and sham acupuncture are effective and the effects of verum are superior to those of sham acupuncture. We recruited subjects from a single outpatient-based site, the Tibor Rubin VA Medical Center, Long Beach, CA, USA. A total of 93 treatment-seeking combat Veterans with posttraumatic stress disorder (PTSD), aged 18–55, were allocated to groups by adaptive randomization, and 71 participants completed the intervention protocols. Verum and sham were both offered as 1 h sessions, twice a week, and participants were allowed 15-weeks to complete up to 24 sessions. This was a secondary analysis from a larger study about the efficacy of acupuncture for PTSD. Outcomes for the current study were pre- to post-intervention change in the Hamilton Anxiety Rating Scale, Beck Depression Inventory, and Pittsburgh Sleep Quality Index. Outcomes were assessed pre-, mid-, and post-treatment. General Linear Models comparing within- and between-group results were analyzed in both intention-to-treat (ITT) and treatment completer models. Results: In total, 85 males and 8 females, with a mean age of 39.2 (median = 37.0), were randomized. For anxiety, the verum acupuncture showed a large treatment effect (d = 1.3), whereas sham acupuncture showed a moderate effect (d = 0.9). There was no statistical difference between the verum and sham acupuncture groups. Similar effects were found for depression and insomnia symptoms. Withdrawal rates were low. Conclusions: Both verum and sham acupuncture were efficacious in the treatment of anxiety, depression, and insomnia in a population of veterans with PTSD. However, there was no clinical difference between the verum and sham acupuncture groups. These data build on extant literature and suggest that further research on the clinical implementation and durability of acupuncture for anxiety, depression, and insomnia is warranted.

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Acupuncture for Combat-Related Posttraumatic Stress Disorder: A Randomized Clinical Trial

February 2024

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137 Reads

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7 Citations

JAMA Psychiatry

Importance Current interventions for posttraumatic stress disorder (PTSD) are efficacious, yet effectiveness may be limited by adverse effects and high withdrawal rates. Acupuncture is an emerging intervention with positive preliminary data for PTSD. Objective To compare verum acupuncture with sham acupuncture (minimal needling) on clinical and physiological outcomes. Design, Setting, and Participants This was a 2-arm, parallel-group, prospective blinded randomized clinical trial hypothesizing superiority of verum to sham acupuncture. The study was conducted at a single outpatient-based site, the Tibor Rubin VA Medical Center in Long Beach, California, with recruitment from April 2018 to May 2022, followed by a 15-week treatment period. Following exclusion for characteristics that are known PTSD treatment confounds, might affect biological assessment, indicate past nonadherence or treatment resistance, or indicate risk of harm, 93 treatment-seeking combat veterans with PTSD aged 18 to 55 years were allocated to group by adaptive randomization and 71 participants completed the intervention protocols. Interventions Verum and sham were provided as 1-hour sessions, twice weekly, and participants were given 15 weeks to complete up to 24 sessions. Main Outcomes and Measures The primary outcome was pretreatment to posttreatment change in PTSD symptom severity on the Clinician-Administered PTSD Scale-5 (CAPS-5). The secondary outcome was pretreatment to posttreatment change in fear-conditioned extinction, assessed by fear-potentiated startle response. Outcomes were assessed at pretreatment, midtreatment, and posttreatment. General linear models comparing within- and between-group were analyzed in both intention-to-treat (ITT) and treatment-completed models. Results A total of 85 male and 8 female veterans (mean [SD] age, 39.2 [8.5] years) were randomized. There was a large treatment effect of verum (Cohen d , 1.17), a moderate effect of sham ( d , 0.67), and a moderate between-group effect favoring verum (mean [SD] Δ, 7.1 [11.8]; t 90 = 2.87, d , 0.63; P = .005) in the intention-to-treat analysis. The effect pattern was similar in the treatment-completed analysis: verum d , 1.53; sham d , 0.86; between-group mean (SD) Δ, 7.4 (11.7); t 69 = 2.64; d , 0.63; P = .01). There was a significant pretreatment to posttreatment reduction of fear-potentiated startle during extinction (ie, better fear extinction) in the verum but not the sham group and a significant correlation ( r = 0.31) between symptom reduction and fear extinction. Withdrawal rates were low. Conclusions and Relevance The acupuncture intervention used in this study was clinically efficacious and favorably affected the psychobiology of PTSD in combat veterans. These data build on extant literature and suggest that clinical implementation of acupuncture for PTSD, along with further research about comparative efficacy, durability, and mechanisms of effects, is warranted. Trial Registration ClinicalTrials.gov Identifier: NCT02869646


The Impact of Key Secular Trends During the first Three Waves the COVID-19 Pandemic

June 2022

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4 Reads

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4 Citations

Annals of Epidemiology

Importance : Patient age, comorbidity burden, and disease severity at presentation are the major factors associated with surviving COVID-19. Hospital-level factors including ICU occupancy may confer additional risk to individual patients, particularly at times of maximal stress on healthcare systems. The interaction of patient- and hospital-level factors over time during pandemic disease remains an area of active exploration. Objective : To determine the impact of patient and hospital risk factors during episodic surges, characterize severity distribution between waves, and evaluate patient-level impact of ICU capacity on COVID-19 survivorship. Design : Retrospective cohort study Setting : Four acute care hospitals within an integrated healthcare network in San Diego, California Participants : all patients (18+ y.o.) admitted with a positive PCR test for SARS-CoV-2 or ICD-10 code for COVID-19 from March 1, 2020 though June 30, 2021 Main Outcome(s) and Measure(s) : patient survivorship and length of stay Results : 6,851 patients were evaluated in this large cohort series. Patient level factors associated with mortality included: severity at admission (WHO Clinical Progression Score [WCPS]), age, gender, BMI, marital status, language preference, Elixhauser score, elevated laboratory (d-dimer, ferritin, LDH) or lower absolute lymphocyte count. When adjusting for patient age alone, survivorship during surges was also inversely associated with ICU occupancy, though this correlation was not present when adjusted for patient-level factors. Conclusions and Relevance : Patient age, comorbidity burden, and severity at the time of presentation are the major factors associated with surviving COVID-19. Hospital-level factors including ICU occupancy may confer additional risk to individual patients, particularly at times of maximal stress on healthcare systems.



Factors Associated With Unplanned Acute Care Services for Patients With Newly Diagnosed Hematologic Malignancies

December 2021

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13 Reads

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1 Citation

JCO Clinical Cancer Informatics

PURPOSE This study evaluated risk factors predicting unplanned 30-day acute service utilization among adults subsequent to hospitalization for a new diagnosis of leukemia, lymphoma, or myeloma. This study explored the prevalence of medical complications (aligned with OP-35 measure specifications from the Centers for Medicare & Medicaid Services [CMS] Hospital Outpatient Quality Reporting Program) and the potential impact of psychosocial factors on unplanned acute care utilization. METHODS This study included 933 unique patients admitted to three acute care inpatient facilities within a nonprofit community-based health care system in southern California from 2012 to 2017. Integrated comprehensive data elements from electronic medical records and facility oncology registries were leveraged for univariate statistics, predictive models constructed using multivariable logistic regression, and further exploratory data mining, with predictive accuracy of the models measured with c-statistics. RESULTS The mean age of study participants was 65 years, and 55.1% were male. Specific diagnoses were lymphoma (48.7%), leukemia (35.2%), myeloma (14.0%), and mixed types (2.1%). Approximately one fifth of patients received unplanned acute care services within 30 days postdischarge, and over half of these patients presented with one or more symptoms associated with the CMS medical complication measure. The predictive models, with c-statistics ranging from 0.7 and above for each type of hematologic malignancy, indicated good predictive qualities with the impact of psychosocial functioning on the use of acute care services ( P values < .05), including lack of consult for social work during initial admission (lymphoma or myeloma), history of counseling or use of psychotropic medications (lymphoma), and past substance use (myeloma). CONCLUSION This study provides insights into patient-related factors that may inform a proactive approach to improve health outcomes, such as enhanced care transition, monitoring, and support interventions.


Fig. 1 Sample frame and flow of project
Acupuncture points for the treatment of post-traumatic stress disorder Primary patterns (standard points for all subjects)
Acupuncture for combat post-traumatic stress disorder: trial development and methodological approach for a randomized controlled clinical trial

September 2021

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497 Reads

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6 Citations

Trials

Background Post-traumatic stress disorder (PTSD) is a significant public health problem, affecting approximately 7% of the general population and 13–18% of the combat Veteran population. The first study using acupuncture for PTSD in a civilian population showed large pre- to post-treatment effects for an empirically developed verum protocol, which was equivalent to group cognitive behavior therapy and superior to a wait-list control. The primary objective of this study is to determine both clinical and biological effects of verum acupuncture for combat-related PTSD in treatment-seeking US Veterans. Methods This is a two-arm, parallel-group, prospective randomized placebo-controlled clinical trial. The experimental condition is verum acupuncture and the placebo control is sham (minimal) acupuncture in 1-h sessions, twice a week for 12 weeks. Ninety subjects will provide adequate power and will be allocated to group by an adaptive randomization procedure. The primary outcome is change in PTSD symptom severity from pre- to post-treatment. The secondary biological outcome is change from pre- to post-treatment in psychophysiological response, startle by electromyographic (EMG) eyeblink. Assessments will be conducted at pre-, mid-, post-, and 1-month post-treatment, blind to group allocation. Intent-to-treat analyses will be conducted. Discussion The study results will be definitive because both clinical and biological outcomes will be assessed and correlated. Issues such as the number needed for recruitment and improvement, use of sham acupuncture, choice of biological measure, and future research need will be discussed. Trial registration ClinicalTrials.gov NCT02869646 . Registered on 17 August 2016.


Demographics and clinical characteristics of survey participants by positive antibody test and positive PCR test for COVID19 among 1,770 healthcare providers.
Multivariable logistic regression for adjusted odds of PCR or Ab positive in 1,770 healthcare providers and 1,748 healthcare providers with no previous diagnosis of COVID-19.
Point Prevalence Survey to Evaluate the Seropositivity for COVID-19 among High-Risk Healthcare Workers

December 2020

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30 Reads

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10 Citations

Infection Control and Hospital Epidemiology

Among 1,770 healthcare workers serving in high-risk care areas for COVID-19, 39 (2.2%) were seropositive. Exposure to COVID-19 in the community was associated with being seropositive. Job or unit type and percent of time working with COVID-19 patients were not associated with positive antibody tests.


Acupuncture Points for The Treatment of Post-traumatic Stress Disorder
Sham (MIN) Points for The Treatment of Post-traumatic Stress Disorder
Acupuncture for Combat Post-traumatic Stress Disorder: Trial Development and Methodological Approach for a Randomized Controlled Clinical Trial

August 2020

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201 Reads

Background: Post-traumatic Stress Disorder (PTSD) is a significant public health problem, affecting approximately 7% of the general population and 13 – 18% of the combat Veteran population. The first study using acupuncture for PTSD in a civilian population showed large pre- to post-treatment effects for an empirically developed verum protocol, which was equivalent to group cognitive behavior therapy and superior to a wait-list control. The primary objective of this study is to determine both clinical and biological effects of verum acupuncture for combat-related PTSD in treatment-seeking U.S. Veterans. Methods: This is a two-arm, parallel-group, prospective randomized placebo-controlled clinical trial. The experimental condition is verum acupuncture and the placebo control is sham (minimal) acupuncture in 1-hour sessions, twice a week for 12 weeks. Ninety subjects will provide adequate power and will be allocated to group by an adaptive randomization procedure. The primary outcome is change in PTSD symptom severity from pre- to post-treatment. The secondary biological outcome is change from pre- to post-treatment in psychophysiological response, startle by electromyographic (EMG) eyeblink. Assessments will be conducted at pre-, mid-, post-, and 1-month post-treatment, blind to group allocation. Intent-to-treat analyses will be conducted. Discussion: The study results will be definitive because both clinical and biological outcomes will be assessed and correlated. Issues such as number needed for recruitment and improvement, use of sham acupuncture, choice of biological measure, and future research need will be discussed. Trial registration: ClinicalTrials.gov ID: NCT02869646



Adverse Childhood Experiences and Resilience Factors Associated with Higher Education Success

December 2019

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59 Reads

Introduction: Student success in institutions of higher education is of mounting importance as the link between education, health, and well-being grows. This study investigates adverse childhood experiences (ACE) that may confer resilience or may negatively impact a student’s educational success independent of other known factors for educational achievement. Methods: A cross-sectional survey-based study was conducted using the 2012 Behavioral Risk Factor Surveillance System (BRFSS) data to investigate a large representative US Population of 25-35-year-olds (n=2,543) that were surveyed on ACE measures. Univariate and weighted multivariable logistic regression models focused on educational success in those with and without ACE factors are presented. All data management and analyses were conducted using SAS® 9.4. Results: Each single level increase of ACE reporting indicated an unadjusted 5% decrease in odds for obtaining some college or a college degree. Adjusting for other ACEs, demographic, socioeconomic, behavioral, and health factors, parental depression and mental illness in childhood was associated with college success, while those who experienced parental drug use, prison time, divorce, and being physically hurt at home as a child had statistically significantly lower odds of college success. Other significant predictors of academic success included being female, normal weight, never smoking, never being married, reporting good/excellent health, and exercising with a c-statistic of .88 indicating a strong prediction model. Conclusions: Higher education success and the myriad of associated public health benefit requires significant student and institutional interaction to be flexible enough to engage traditional as well as adult, non-traditional, and underserved student populations. Understanding the modifiable and non-modifiable constellation of health and well-being factors will better allow a more population-based student-centered approach to higher education. Keywords: education; public health; learning; Resilience


Citations (72)


... Finally, as MCs reach full developmental differentiation during critical pubertal windows, a period that also represents increased vulnerability to trauma, future studies can utilize preclinical models to focus on the impact of stress and MC activation during these developmental periods [14,78,103,[129][130][131][132][133][134]. These studies support an opportunity to utilize a preclinical model to explore potential sensory-based therapeutic options for anxiety and PTSDrelated symptoms [135][136][137][138][139][140][141][142][143]. ...

Reference:

Merkel cell stimulation in fear and sensory signaling
Acupuncture for Combat-Related Posttraumatic Stress Disorder: A Randomized Clinical Trial
  • Citing Article
  • February 2024

JAMA Psychiatry

... Open access controlling for potential confounders at the hospital and patient level. [1][2][3][4][5][6][7][8][9] Only a handful of studies have attempted to look at this question in more granular detail for the COVID-19 pandemic, [10][11][12][13][14][15][16] or before. 17 In short, all but one found an increased risk of mortality as hospitals approached or exceeded their nominal capacity, after controlling for patient acuity at baseline. ...

The Impact of Key Secular Trends During the first Three Waves the COVID-19 Pandemic
  • Citing Article
  • June 2022

Annals of Epidemiology

... Another study highlighted the importance of comorbidities and patient demographics in predicting chemotherapy-related hospitalizations and found some additional factors not analyzed in this study. This report (22) 16.7% (12) 16.7% (12) 16.7% (12) 13.9% (10) 12.5% (9) 11.1% (8) 6.9% (5) 62.5% (120) 23 (18) 8.3% (16) 6.2% (12) 59.3% (32) 29.6% (16) 29.6% (16) 13% (7) 11.1% (6) 11.1% (6) 9.3% (5) 7.4% (4) (15) 4.9% (9) 4.4% (8) 69.6% (16) 34.8% (8) 30.4% (7) 30.4% (7) 26.1% (6) 17.4% (4) 8.7% (2) 8.7% (2) 8.7% (2) 4.3% (1) 54.2% (52) 34.4% (33) 26% (25) 24% (23) 18.8% (18) 17.7% (17) 15.6% (15) 14.6% (14) 10.4% (10) 5.2% (5) 33.3% (2) 33.3% (2) 33.3% (2) Our study's limitations include its retrospective design and lack of comprehensive social determinants of health data-factors known to affect the risk of acute care events (12). Goals-of-care information (adjuvant/neoadjuvant/palliative) was not easily accessible for our study. ...

Factors Associated With Unplanned Acute Care Services for Patients With Newly Diagnosed Hematologic Malignancies
  • Citing Article
  • December 2021

JCO Clinical Cancer Informatics

... No extant data were available for a priori sample size/power estimates on the secondary hypotheses about anxiety, depression, and insomnia. A description of study methods has been published [17]. ...

Acupuncture for combat post-traumatic stress disorder: trial development and methodological approach for a randomized controlled clinical trial

Trials

... Another study in 2021 explained that of the prevalence of 2.20% of health workers who were identified as having COVID-19 antibodies, as many as 1.50% of them had never been reported to have a history of COVID-19 disease. This proves that everyone has the risk of working with people infected with the SARS-CoV-2 virus but asymptomatic [26]. SARS-CoV-2 virus spreads through the air and can survive for some time on the surface of objects [27], so it makes sense that a closed and narrow room occupied by many people is a good medium for transmitting COVID-19. ...

Point Prevalence Survey to Evaluate the Seropositivity for COVID-19 among High-Risk Healthcare Workers

Infection Control and Hospital Epidemiology

... Although we controlled for the effect of other mental disorders at baseline, due to the lack of information, we were unable to consider other known risk factors for SRIB such as cluster b personality, hopelessness, abuse, or peer nonsuicidal self-injury. 29 Although lack of sleep has been identified as a key indicator of suicide ideation in US teenagers, 30 and could be associated with IGD, 31 it was not detected as an important risk factor in the PUERTAS study. 19 We therefore did not include it in our analysis. ...

Isolating the Association of Sleep, Depressive State, and Other Independent Indicators for Suicide Ideation in United States Teenagers
  • Citing Article
  • May 2018

... However, systems in many countries only capture vaccines provided by public services and recommended by the national vaccination schedule [5], as is the case of the Brazilian IIS [11], the American IIS (California) [30], and the Italian IIS [27]. The disadvantage of such systems is that they may not provide reliable estimates of vaccination coverage since data do not contain complete information about the population vaccinated [30]. ...

Voluntarily Reported Immunization Registry Data: Reliability and Feasibility to Predict Immunization Rates, San Diego, California, 2013
  • Citing Article
  • April 2017

Public Health Reports

... Зарегистрировано в Минюсте России 12 ноября 2020 г. № 60869. ментов прогнозирования больших акушерских синдромов может иметь принципиальные отличия между условно здоровой популяцией пациенток и беременными с пороками развития плода [12,13], как это было ранее отмечено для пациенток с ложноположительным риском фетальных анеуплодий [14]. ...

Critical congenital heart defects and abnormal levels of routinely collected first- and second-trimester biomarkers
  • Citing Article
  • October 2016

American Journal of Medical Genetics Part A

... One study regarding nervous system was included, reporting the prevalence of multiple sclerosis, repeated seizures or convulsion, and stroke, 23 Figure 2f. Eight studies on the incidence 27,32,37,38 and the prevalence of pain [38][39][40][41][42] were found eligible. Rates were plotted separately, Figure 2g and h, respectively. ...

Longitudinal Assessment of Self-Reported Recent Back Pain and Combat Deployment in the Millennium Cohort Study

Spine

... Because of large sample sizes and risk adjustment, most studies were assessed as low risk of bias related to power and control of confounders but the intrinsic design limitations of cross-sectional studies meant that only two studies (reported in three papers) were rated as strong for internal validity (Griffiths et al., 2018(Griffiths et al., , 2020b(Griffiths et al., , 2021, but the overall risk of bias was assessed as moderate because these were single site studies. A further seven were rated as moderate risk of bias in terms of internal validity (Lasater et al., 2021a(Lasater et al., , 2021bLi et al., 2016;McHugh et al., 2021;Shamliyan et al., 2009;Twigg et al., 2013;Yakusheva et al., 2014). ...

Effects of Registered Nurse Staffing Level on Hospital-Acquired Conditions in Cardiac Surgery Patients: A Propensity Score Matching Analysis
  • Citing Article
  • May 2016

Nursing Outlook