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1.
JAMA Ophthalmol ; 141(6): 534-541, 2023 06 01.
Article in English | MEDLINE | ID: mdl-37140901

ABSTRACT

Importance: Diagnostic information from administrative claims and electronic health record (EHR) data may serve as an important resource for surveillance of vision and eye health, but the accuracy and validity of these sources are unknown. Objective: To estimate the accuracy of diagnosis codes in administrative claims and EHRs compared to retrospective medical record review. Design, Setting, and Participants: This cross-sectional study compared the presence and prevalence of eye disorders based on diagnostic codes in EHR and claims records vs clinical medical record review at University of Washington-affiliated ophthalmology or optometry clinics from May 2018 to April 2020. Patients 16 years and older with an eye examination in the previous 2 years were included, oversampled for diagnosed major eye diseases and visual acuity loss. Exposures: Patients were assigned to vision and eye health condition categories based on diagnosis codes present in their billing claims history and EHR using the diagnostic case definitions of the US Centers for Disease Control and Prevention Vision and Eye Health Surveillance System (VEHSS) as well as clinical assessment based on retrospective medical record review. Main Outcome and Measures: Accuracy was measured as area under the receiver operating characteristic curve (AUC) of claims and EHR-based diagnostic coding vs retrospective review of clinical assessments and treatment plans. Results: Among 669 participants (mean [range] age, 66.1 [16-99] years; 357 [53.4%] female), identification of diseases in billing claims and EHR data using VEHSS case definitions was accurate for diabetic retinopathy (claims AUC, 0.94; 95% CI, 0.91-0.98; EHR AUC, 0.97; 95% CI, 0.95-0.99), glaucoma (claims AUC, 0.90; 95% CI, 0.88-0.93; EHR AUC, 0.93; 95% CI, 0.90-0.95), age-related macular degeneration (claims AUC, 0.87; 95% CI, 0.83-0.92; EHR AUC, 0.96; 95% CI, 0.94-0.98), and cataracts (claims AUC, 0.82; 95% CI, 0.79-0.86; EHR AUC, 0.91; 95% CI, 0.89-0.93). However, several condition categories showed low validity with AUCs below 0.7, including diagnosed disorders of refraction and accommodation (claims AUC, 0.54; 95% CI, 0.49-0.60; EHR AUC, 0.61; 95% CI, 0.56-0.67), diagnosed blindness and low vision (claims AUC, 0.56; 95% CI, 0.53-0.58; EHR AUC, 0.57; 95% CI, 0.54-0.59), and orbital and external diseases (claims AUC, 0.63; 95% CI, 0.57-0.69; EHR AUC, 0.65; 95% CI, 0.59-0.70). Conclusion and Relevance: In this cross-sectional study of current and recent ophthalmology patients with high rates of eye disorders and vision loss, identification of major vision-threatening eye disorders based on diagnosis codes in claims and EHR records was accurate. However, vision loss, refractive error, and other broadly defined or lower-risk disorder categories were less accurately identified by diagnosis codes in claims and EHR data.


Subject(s)
Big Data , Glaucoma , Humans , Female , Aged , Male , Retrospective Studies , Cross-Sectional Studies , Routinely Collected Health Data , Blindness
2.
Can J Urol ; 30(2): 11487-11494, 2023 04.
Article in English | MEDLINE | ID: mdl-37074748

ABSTRACT

INTRODUCTION: Fournier's gangrene (FG), is a progressive, necrotizing soft tissue infection of the external genitalia, perineum, and/or anorectal region. How treatment and recovery from FG impacts quality of life related to sexual and general health is poorly characterized. Our purpose is to evaluate the long term impact of FG on overall and sexual quality of life using standardized questionnaires through a multi-institutional observational study. MATERIALS AND METHODS: Multi-institutional retrospective data were collected by standardized questionnaires on patient-reported outcome measures including the Changes in Sexual Functioning Questionnaire (CSFQ) and the Veterans RAND 36 (VR-36) survey of general health-related quality of life. Data were collected via telephone call, email, and certified mail, with a 10% response rate. There was no incentive for patient participation. RESULTS: Thirty-five patients responded to the survey, with 9 female and 26 male patients. All patients in the study underwent surgical debridement between 2007-2018 at three tertiary care centers. Further reconstructions were performed for 57% of respondents. Values for respondents with overall lower sexual function were reduced in all component categories (pleasure, desire/ frequency, desire/interest, arousal/excitement, orgasm/ completion), and trended toward male sex, older age, longer time from initial debridement to reconstruction, and poorer self-reported general health-related quality of life metrics. CONCLUSION: FG is associated with high morbidity and significant decreases in quality of life across general and sexual functional domains.


Subject(s)
Fournier Gangrene , Humans , Male , Female , Fournier Gangrene/surgery , Retrospective Studies , Quality of Life , Debridement
3.
JMIR Public Health Surveill ; 9: e44552, 2023 03 07.
Article in English | MEDLINE | ID: mdl-36881468

ABSTRACT

BACKGROUND: Self-reported questions on blindness and vision problems are collected in many national surveys. Recently released surveillance estimates on the prevalence of vision loss used self-reported data to predict variation in the prevalence of objectively measured acuity loss among population groups for whom examination data are not available. However, the validity of self-reported measures to predict prevalence and disparities in visual acuity has not been established. OBJECTIVE: This study aimed to estimate the diagnostic accuracy of self-reported vision loss measures compared to best-corrected visual acuity (BCVA), inform the design and selection of questions for future data collection, and identify the concordance between self-reported vision and measured acuity at the population level to support ongoing surveillance efforts. METHODS: We calculated accuracy and correlation between self-reported visual function versus BCVA at the individual and population level among patients from the University of Washington ophthalmology or optometry clinics with a prior eye examination, randomly oversampled for visual acuity loss or diagnosed eye diseases. Self-reported visual function was collected via telephone survey. BCVA was determined based on retrospective chart review. Diagnostic accuracy of questions at the person level was measured based on the area under the receiver operator curve (AUC), whereas population-level accuracy was determined based on correlation. RESULTS: The survey question, "Are you blind or do you have serious difficulty seeing, even when wearing glasses?" had the highest accuracy for identifying patients with blindness (BCVA ≤20/200; AUC=0.797). The highest accuracy for detecting any vision loss (BCVA <20/40) was achieved by responses of "fair," "poor," or "very poor" to the question, "At the present time, would you say your eyesight, with glasses or contact lenses if you wear them, is excellent, good, fair, poor, or very poor" (AUC=0.716). At the population level, the relative relationship between prevalence based on survey questions and BCVA remained stable for most demographic groups, with the only exceptions being groups with small sample sizes, and these differences were generally not significant. CONCLUSIONS: Although survey questions are not considered to be sufficiently accurate to be used as a diagnostic test at the individual level, we did find relatively high levels of accuracy for some questions. At the population level, we found that the relative prevalence of the 2 most accurate survey questions were highly correlated with the prevalence of measured visual acuity loss among nearly all demographic groups. The results of this study suggest that self-reported vision questions fielded in national surveys are likely to yield an accurate and stable signal of vision loss across different population groups, although the actual measure of prevalence from these questions is not directly analogous to that of BCVA.


Subject(s)
Blindness , Telephone , Humans , Retrospective Studies , Blindness/epidemiology , Blindness/etiology , Self Report , Visual Acuity
4.
Urol Clin North Am ; 49(3): 419-435, 2022 Aug.
Article in English | MEDLINE | ID: mdl-35931434

ABSTRACT

Surgical treatments for Peyronie's disease and erectile dysfunction are generally straightforward and associated with excellent outcomes. However, severe (>60°) and multidirectional curvature, hourglass deformity, severe penile shortening, and ossified plaque may complicate surgery in patients with Peyronie's disease. Similarly, a history of priapism, prior implant infection, and penile injury can pose challenges to successful implant surgery secondary to severe corporal fibrosis. Thus, when these pathophysiological processes cause severe fibrosis and loss of function of the tunica albuginea and deep cavernosal spaces, adjunctive reconstructive techniques are necessary. Herein, we integrate the literature regarding surgical management of complex Peyronie's disease and erectile dysfunction with emphasis on plication, grafting, and implants to achieve satisfactory outcomes across the full range of etiology and degree of surgical complexity.


Subject(s)
Erectile Dysfunction , Penile Induration , Plastic Surgery Procedures , Erectile Dysfunction/etiology , Fibrosis , Humans , Male , Penile Induration/surgery , Penis/surgery , Plastic Surgery Procedures/adverse effects
6.
World J Urol ; 40(6): 1569-1574, 2022 Jun.
Article in English | MEDLINE | ID: mdl-35355102

ABSTRACT

OBJECTIVES: To describe a systematic method to quantify the severity of renal infarction injury and assess its association with post-traumatic renal function after blunt trauma. METHODS: We retrospectively reviewed all patients who suffered an AAST grade IV renal infarction injury without active bleeding secondary to blunt trauma between 1/2010 and 10/2020. Only patients with a pre-traumatic eGFR within 12 months of injury and post-traumatic eGFR within 3-12 months were included. Percentage of renal ischemia was defined as: (ischemic volume/total volume) × 100%. Two radiologists reviewed computed tomography images to determine ischemic and overall cross-sectional areas using the polygon region of interest tool. These areas were multiplied by slice thickness to obtain ischemic and total volumes. Intraclass correlation coefficient was used to assess consistency between radiologists. Linear regression analyses were used to assess the association between percentage of renal ischemia and post-traumatic renal function. RESULTS: Thirty-five of 140 (25.0%) patients met inclusion criteria. The median (IQR) pre-trauma eGFR was 107.7 ml/min/1.73m2 (90.6-121.8), percentage of renal ischemia was 8.4% (2.9-30.1), and decrease in eGFR after trauma was 12.9 ml/min/1.73m2 (0.4-32.6). There was excellent reliability in calculating ischemic volume (ICC = 0.987) and total kidney volume (ICC = 0.995) between two radiologists. When adjusting for pre-traumatic eGFR, patient age, and injury severity score, a 10% increase in ischemic volume was associated with a post-injury eGFR value that was 8.0 ml/min/1.73 m2 (95% CI - 11.2, - 4.7) lower. CONCLUSIONS: CT-based volume calculation of renal ischemia may be utilized to quantify kidney injury and be associated with post-traumatic renal function loss.


Subject(s)
Abdominal Injuries , Kidney Diseases , Ureteral Diseases , Wounds, Nonpenetrating , Humans , Infarction/diagnostic imaging , Infarction/etiology , Kidney/diagnostic imaging , Kidney/injuries , Kidney/physiology , Reproducibility of Results , Retrospective Studies , Tomography, X-Ray Computed
8.
Chest ; 160(2): 765-775, 2021 08.
Article in English | MEDLINE | ID: mdl-33745990

ABSTRACT

BACKGROUND: Lung cancer screening (LCS) is effective at reducing mortality for high-risk smokers. Mortality benefits go beyond early cancer detection, because shared decision-making (SDM) may present a "teachable moment" to reinforce cessation and provide resources. RESEARCH QUESTION: How well is smoking cessation performed during LCS SDM encounters, and what patient and provider characteristics are associated with smoking cessation assistance? STUDY DESIGN AND METHODS: This is a retrospective cohort study of current smokers participating in initial LCS SDM through a multisite program in Seattle, Washington, between 2015-2018. The LCS tracking database and electronic health record were reviewed for demographics, comorbidity data, and clinical encounter information. The primary outcome was provision of a smoking cessation resource, defined as referral to cessation resources, recommendation for nicotine replacement, or prescription for cessation medication. Participant and provider factor associations with the outcome were evaluated using χ2 testing and multivariable logistic regression. RESULTS: Most of the 423 study participants were men (70%), with a median age of 61 (IQR, 58-66) years and median of 50 (41-72) pack-years of smoking. Only 26% of encounters had documentation consistent with SDM. Thirty-nine percent of participants received at least one smoking cessation resource, and only 5% received both counseling referrals and medication. In a multivariable model, the provision of any smoking cessation resource was half as likely in participants with higher levels of comorbidity (Charlson Index >2; OR, 0.53; 95% CI, 0.31-0.81), and half as likely if the ordering provider was not the patient's PCP or their specialist (OR, 0.55; 95% CI, 0.32-0.96). INTERPRETATION: Overall provision of smoking cessation resources was moderate during SDM encounters for LCS, and lower in patients with more comorbidities and when not performed by the patient's PCP or specialist. Interventions are needed to improve smoking cessation counseling and resource utilization at the time of LCS encounters.


Subject(s)
Decision Making, Shared , Lung Neoplasms/prevention & control , Mass Screening/methods , Smoking Cessation , Aged , Female , Humans , Male , Middle Aged , Retrospective Studies , Washington
9.
Sci Rep ; 11(1): 4802, 2021 02 26.
Article in English | MEDLINE | ID: mdl-33637820

ABSTRACT

The COVID-19 epidemic of 2019-20 is due to the novel coronavirus SARS-CoV-2. Following first case description in December, 2019 this virus has infected over 10 million individuals and resulted in at least 500,000 deaths world-wide. The virus is undergoing rapid mutation, with two major clades of sequence variants emerging. This study sought to determine whether SARS-CoV-2 sequence variants are associated with differing outcomes among COVID-19 patients in a single medical system. Whole genome SARS-CoV-2 RNA sequence was obtained from isolates collected from patients registered in the University of Washington Medicine health system between March 1 and April 15, 2020. Demographic and baseline clinical characteristics of patients and their outcome data including their hospitalization and death were collected. Statistical and machine learning models were applied to determine if viral genetic variants were associated with specific outcomes of hospitalization or death. Full length SARS-CoV-2 sequence was obtained 190 subjects with clinical outcome data. 35 (18.4%) were hospitalized and 14 (7.4%) died from complications of infection. A total of 289 single nucleotide variants were identified. Clustering methods demonstrated two major viral clades, which could be readily distinguished by 12 polymorphisms in 5 genes. A trend toward higher rates of hospitalization of patients with Clade 2 infections was observed (p = 0.06, Fisher's exact). Machine learning models utilizing patient demographics and co-morbidities achieved area-under-the-curve (AUC) values of 0.93 for predicting hospitalization. Addition of viral clade or sequence information did not significantly improve models for outcome prediction. In summary, SARS-CoV-2 shows substantial sequence diversity in a community-based sample. Two dominant clades of virus are in circulation. Among patients sufficiently ill to warrant testing for virus, no significant difference in outcomes of hospitalization or death could be discerned between clades in this sample. Major risk factors for hospitalization and death for either major clade of virus include patient age and comorbid conditions.


Subject(s)
COVID-19/mortality , COVID-19/virology , SARS-CoV-2/genetics , Adolescent , Adult , Age Factors , Aged , Aged, 80 and over , COVID-19/diagnosis , Female , Hospitalization , Humans , Machine Learning , Male , Middle Aged , Mutation , Prognosis , SARS-CoV-2/isolation & purification , Sequence Analysis, RNA , Young Adult
10.
Clin Infect Dis ; 73(11): e4592-e4598, 2021 12 06.
Article in English | MEDLINE | ID: mdl-33151283

ABSTRACT

BACKGROUND: ß-Hemolytic streptococci are frequently implicated in necrotizing soft-tissue infections (NSTIs). Clindamycin administration may improve outcomes in patients with serious streptococcal infections. However, clindamycin resistance is growing worldwide, and resistance patterns in NSTIs and their impact on outcomes are unknown. METHODS: Between 2015 and 2018, patients with NSTI at a quaternary referral center were followed up for the outcomes of death, limb loss, and streptococcal toxic shock syndrome. Surgical wound cultures and resistance data were obtained within 48 hours of admission as part of routine care. Risk ratios for the association between these outcomes and the presence of ß-hemolytic streptococci or clindamycin-resistant ß-hemolytic streptococci were calculated using log-binomial regression, controlling for age, transfer status, and injection drug use-related etiology. RESULTS: Of 445 NSTIs identified, 85% had surgical wound cultures within 48 hours of admission. ß-Hemolytic streptococci grew in 31%, and clindamycin resistance was observed in 31% of cultures. The presence of ß-hemolytic streptococci was associated with greater risk of amputation (risk ratio, 1.80; 95% confidence interval, 1.07-3.01), as was the presence of clindamycin resistance among ß-hemolytic streptococci infections (1.86; 1.10-3.16). CONCLUSIONS: ß-Hemolytic streptococci are highly prevalent in NSTIs, and in our population clindamycin resistance was more common than previously described. Greater risk of limb loss among patients with ß-hemolytic streptococci-particularly clindamycin-resistant strains-may portend a more locally aggressive disease process or may represent preexisting patient characteristics that predispose to both infection and limb loss. Regardless, these findings may inform antibiotic selection and surgical management to maximize the potential for limb salvage.


Subject(s)
Soft Tissue Infections , Streptococcal Infections , Anti-Bacterial Agents/pharmacology , Anti-Bacterial Agents/therapeutic use , Clindamycin/pharmacology , Clindamycin/therapeutic use , Humans , Soft Tissue Infections/drug therapy , Soft Tissue Infections/epidemiology , Streptococcal Infections/complications , Streptococcal Infections/drug therapy , Streptococcal Infections/epidemiology , Streptococcus
11.
medRxiv ; 2020 Sep 25.
Article in English | MEDLINE | ID: mdl-32995827

ABSTRACT

Background The COVID-19 epidemic of 2019-20 is due to the novel coronavirus SARS-CoV-2. Following first case description in December, 2019 this virus has infected over 10 million individuals and resulted in at least 500,000 deaths world-wide. The virus is undergoing rapid mutation, with two major clades of sequence variants emerging. This study sought to determine whether SARS-CoV-2 sequence variants are associated with differing outcomes among COVID-19 patients in a single medical system. Methods Whole genome SARS-CoV-2 RNA sequence was obtained from isolates collected from patients registered in the University of Washington Medicine health system between March 1 and April 15, 2020. Demographic and baseline medical data along with outcomes of hospitalization and death were collected. Statistical and machine learning models were applied to determine if viral genetic variants were associated with specific outcomes of hospitalization or death. Findings Full length SARS-CoV-2 sequence was obtained 190 subjects with clinical outcome data. 35 (18.4%) were hospitalized and 14 (7.4%) died from complications of infection. A total of 289 single nucleotide variants were identified. Clustering methods demonstrated two major viral clades, which could be readily distinguished by 12 polymorphisms in 5 genes. A trend toward higher rates of hospitalization of patients with Clade 2 was observed (p=0.06). Machine learning models utilizing patient demographics and co-morbidities achieved area-under-the-curve (AUC) values of 0.93 for predicting hospitalization. Addition of viral clade or sequence information did not significantly improve models for outcome prediction. Conclusion SARS-CoV-2 shows substantial sequence diversity in a community-based sample. Two dominant clades of virus are in circulation. Among patients sufficiently ill to warrant testing for virus, no significant difference in outcomes of hospitalization or death could be discerned between clades in this sample. Major risk factors for hospitalization and death for either major clade of virus include patient age and comorbid conditions.

12.
J Burn Care Res ; 41(6): 1271-1278, 2020 11 30.
Article in English | MEDLINE | ID: mdl-32504535

ABSTRACT

Wound excision and temporary coverage with a biologic dressing can improve survival for patients with large burns. Healthcare systems in low- and middle-income countries (LMICs) rarely have access to allografts, which may contribute to the limited survival of patients with large burns in these settings. Therefore, we aimed to describe the lessons learned from the implementation and maintenance of tissue banks in LMICs to guide system planning and organization. PubMed, MEDLINE, CINAHL, and World Health Organization Catalog were systematically searched with database-specific language to represent a priori terms (eg, skin, allograft, and tissue bank) and all LMICs as defined by the World Bank. Data regarding tissue banking programs were extracted and described in a narrative synthesis. The search returned 3346 records, and 33 reports from 17 countries were analyzed. Commonly reported barriers to ideal or planned implementation included high capital costs and operational costs per graft, insufficient training opportunities, opt-in donation schemes, and sociocultural stigma around donation and transplantation. Many lessons were learned from the implementation and management of tissue banks around the world. The availability of skin allografts can be improved through strategic investments in governance and regulatory structures, international cooperation initiatives, training programs, standardized protocols, and inclusive public awareness campaigns. Furthermore, capacity-building efforts that involve key stakeholders may increase rates of pledges, donations, and transplantations. Some issues were ubiquitously reported and could be addressed by current and future tissue banking programs to ensure allograft availability for patients living in countries of all income levels.


Subject(s)
Allografts/supply & distribution , Burns/surgery , Developing Countries , Skin Transplantation , Tissue Banks , Humans
13.
J Trauma Acute Care Surg ; 89(1): 186-191, 2020 07.
Article in English | MEDLINE | ID: mdl-32102045

ABSTRACT

BACKGROUND: Necrotizing soft tissue infections (NSTI) represent a heterogeneous group of rapidly progressive skin and soft tissue infections associated with significant morbidity and mortality. Efforts to identify factors associated with death have produced mixed results, and little or no data is available for other adverse outcomes. We sought to determine whether admission variables were associated with mortality, limb loss, and discharge disposition in patients with NSTI. METHODS: We analyzed prospectively collected data of adult patients with surgically confirmed NSTI from an NSTI registry maintained at a quaternary referral center. Factors independently associated with mortality, amputation, and skilled nursing facility discharge were identified using logistic regression. RESULTS: Between 2015 and 2018, 446 patients were identified. The median age was 55 years (interquartile range, 43-62). The majority of patients were male (65%), white (77%), and transferred from another facility (90%). The perineum was most commonly involved (37%), followed by the lower extremity (34%). The median number of operative debridements was 3 (interquartile range, 2-4). Overall mortality was 15%, and 21% of extremity NSTI patients required amputation. Age greater than 60 years; creatinine greater than 2 mg/dL; white blood cell count greater than 30 x 10^ /µl, platelets less than 150 × 10/µL, and clostridial involvement were independently associated with greater odds of death; perineal involvement was associated with lower odds of death. Age greater than 60 years; sex, male; nonwhite race; diabetes; chronic wound as etiology; leg involvement; transfer status; and sodium, less than 130 mEq/L were independently associated with amputation. Age greater than 60 years; sex, female; nonwhite race; perineal involvement; and amputation were associated with skilled care facility discharge. CONCLUSION: Necrotizing soft tissue infections are a heterogeneous group of infections involving significantly different patient populations with different outcomes; efforts to differentiate and predict adverse outcomes in NSTI should include laboratory data, comorbidities, infection site, and/or etiology to improve predictions and better account for this heterogeneity. LEVEL OF EVIDENCE: Prognostic, Level III.


Subject(s)
Amputation, Surgical/statistics & numerical data , Fasciitis, Necrotizing/complications , Fasciitis, Necrotizing/mortality , Soft Tissue Infections/complications , Soft Tissue Infections/mortality , Adult , Anti-Bacterial Agents/therapeutic use , Combined Modality Therapy , Fasciitis, Necrotizing/microbiology , Fasciitis, Necrotizing/therapy , Female , Humans , Male , Middle Aged , Prognosis , Registries , Risk Factors , Skilled Nursing Facilities , Soft Tissue Infections/microbiology , Soft Tissue Infections/therapy
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