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1.
JCO Oncol Pract ; 16(10): e1050-e1059, 2020 10.
Article in English | MEDLINE | ID: mdl-32468925

ABSTRACT

PURPOSE: Early detection and management of symptoms in patients with cancer improves outcomes. However, the optimal approach to symptom monitoring and management is unknown. InSight Care is a mobile health intervention that captures symptom data and facilitates patient-provider communication to mitigate symptom escalation. PATIENTS AND METHODS: Patients initiating antineoplastic treatment at a Memorial Sloan Kettering regional location were eligible. Technology supporting the program included the following: a predictive model that identified patient risk for a potentially preventable acute care visit; a secure patient portal enabling communication, televisits, and daily delivery of patient symptom assessments; alerts for concerning symptoms; and a symptom-trending application. The main outcomes of the pilot were feasibility and acceptability evaluated through enrollment and response rates and symptom alerts, and perceived value evaluated on the basis of qualitative patient and provider interviews. RESULTS: The pilot program enrolled 100 high-risk patients with solid tumors and lymphoma (29% of new treatment starts v goal of 25%). Over 6 months of follow-up, the daily symptom assessment response rate was 56% (the goal was 50%), and 93% of patients generated a severe symptom alert. Patients and providers perceived value in the program, and archetypes were developed for program improvement. Enrolled patients were less likely to use acute care than were other high-risk patients. CONCLUSION: InSight Care was feasible and holds the potential to improve patient care and decrease facility-based care. Future work should focus on optimizing the cadence of patient assessments, the workforce supporting remote symptom management, and the return of symptom data to patients and clinical teams.


Subject(s)
Neoplasms , Patient Care Management , Telemedicine , Humans , Lymphoma/therapy , Neoplasms/therapy , Pilot Projects , Symptom Assessment
2.
JCO Clin Cancer Inform ; 4: 275-289, 2020 03.
Article in English | MEDLINE | ID: mdl-32213093

ABSTRACT

PURPOSE: To create a risk prediction model that identifies patients at high risk for a potentially preventable acute care visit (PPACV). PATIENTS AND METHODS: We developed a risk model that used electronic medical record data from initial visit to first antineoplastic administration for new patients at Memorial Sloan Kettering Cancer Center from January 2014 to September 2018. The final time-weighted least absolute shrinkage and selection operator model was chosen on the basis of clinical and statistical significance. The model was refined to predict risk on the basis of 270 clinically relevant data features spanning sociodemographics, malignancy and treatment characteristics, laboratory results, medical and social history, medications, and prior acute care encounters. The binary dependent variable was occurrence of a PPACV within the first 6 months of treatment. There were 8,067 observations for new-start antineoplastic therapy in our training set, 1,211 in the validation set, and 1,294 in the testing set. RESULTS: A total of 3,727 patients experienced a PPACV within 6 months of treatment start. Specific features that determined risk were surfaced in a web application, riskExplorer, to enable clinician review of patient-specific risk. The positive predictive value of a PPACV among patients in the top quartile of model risk was 42%. This quartile accounted for 35% of patients with PPACVs and 51% of potentially preventable inpatient bed days. The model C-statistic was 0.65. CONCLUSION: Our clinically relevant model identified the patients responsible for 35% of PPACVs and more than half of the inpatient beds used by the cohort. Additional research is needed to determine whether targeting these high-risk patients with symptom management interventions could improve care delivery by reducing PPACVs.


Subject(s)
Electronic Health Records/standards , Emergency Service, Hospital/organization & administration , Hospitalization/statistics & numerical data , Models, Statistical , Neoplasms/drug therapy , Risk Assessment/methods , Aged , Female , Humans , Male , Medical Informatics Applications , Middle Aged , Risk Factors
3.
J Oncol Pract ; 14(8): e484-e495, 2018 08.
Article in English | MEDLINE | ID: mdl-30016125

ABSTRACT

PURPOSE: The Centers for Medicare & Medicaid Services (CMS) identifies suboptimal management of treatment toxicities as a care gap and proposes the measurement of hospital performance on the basis of emergency department visits for 10 common symptoms. Current management strategies do not address symptom co-occurrence. METHODS: We evaluated symptom co-occurrence in three patient cohorts that presented to a cancer hospital urgent care center in 2016. We examined both the CMS-identified symptoms and an expanded clinician-identified set defined as symptoms that could be safely managed in the outpatient setting if identified early and managed proactively. The cohorts included patients who presented with a CMS-defined symptom within 30 days of treatment, patients who presented within 30 days of treatment with a symptom from the expanded set, and patients who presented with a symptom from the expanded set within 30 days of treatment start. Symptom co-occurrence was measured by Jaccard index. A community detection algorithm was used to identify symptom clusters on the basis of a random walk process, and network visualizations were used to illustrate symptom dynamics. RESULTS: There were 6,429 presentations in the CMS symptom-defined cohort. The network analysis identified two distinct symptom clusters centered around pain and fever. In the expanded symptom cohort, there were 5,731 visits and six symptom clusters centered around fever, emesis/nausea, fatigue, deep vein thrombosis, pain, and ascites. For patients who newly initiated treatment, there were 1,154 visits and four symptom clusters centered around fever, nausea/emesis, fatigue, and deep vein thrombosis. CONCLUSION: Uncontrolled symptoms are associated with unplanned acute care. Recognition of the complexity of symptom co-occurrence can drive improved management strategies.


Subject(s)
Antineoplastic Agents/adverse effects , Neoplasms/drug therapy , Ambulatory Care , Ascites/chemically induced , Cancer Care Facilities , Cluster Analysis , Fatigue/chemically induced , Female , Fever/chemically induced , Humans , Male , Middle Aged , Nausea/chemically induced , Pain/chemically induced , Venous Thrombosis/chemically induced , Vomiting/chemically induced
4.
J Acquir Immune Defic Syndr ; 73(5): 489-496, 2016 Dec 15.
Article in English | MEDLINE | ID: mdl-27437826

ABSTRACT

OBJECTIVE: To evaluate the safety and pharmacokinetics of MIV-150 and zinc acetate in a carrageenan gel (PC-1005). Acceptability, adherence, and pharmacodynamics were also explored. DESIGN: A 3-day open-label safety run-in (n = 5) preceded a placebo-controlled, double-blind trial in healthy, HIV-negative, abstinent women randomized (4:1) to vaginally apply 4 mL of PC-1005 or placebo once daily for 14 days. METHODS: Assessments included physical examinations, safety labs, colposcopy, biopsies, cervicovaginal lavages (CVLs), and behavioral questionnaires. MIV-150 (plasma, CVL, tissue), zinc (plasma, CVL), and carrageenan (CVL) concentrations were determined with LC-MS/MS, ICP-MS, and ELISA, respectively. CVL antiviral activity was measured using cell-based assays. Safety, acceptability, and adherence were analyzed descriptively. Pharmacokinetic parameters were calculated using noncompartmental techniques and actual sampling times. CVL antiviral EC50 values were calculated using a dose-response inhibition analysis. RESULTS: Participants (n = 20) ranged from 19-44 years old; 52% were black or African American. Among those completing the trial (13/17, PC-1005; 3/3, placebo), 11/17 reported liking the gel overall; 7 recommended reducing the volume. Adverse events, which were primarily mild and/or unrelated, were comparable between groups. Low systemic MIV-150 levels were observed, without accumulation. Plasma zinc levels were unchanged from baseline. Seven of seven CVLs collected 4-hour postdose demonstrated antiviral (HIV, human papillomavirus) activity. High baseline CVL anti-herpes-simplex virus type-2 (HSV-2) activity precluded assessment of postdose activity. CONCLUSIONS: PC-1005 used vaginally for 14 days was well tolerated. Low systemic levels of MIV-150 were observed. Plasma zinc levels were unchanged. Postdose CVLs had anti-HIV and anti-human papillomavirus activity. These data warrant further development of PC-1005 for HIV and sexually transmitted infection prevention.


Subject(s)
Antiviral Agents/administration & dosage , Carrageenan/administration & dosage , Gels/administration & dosage , Pre-Exposure Prophylaxis/methods , Pyridines/administration & dosage , Sexually Transmitted Diseases, Viral/prevention & control , Urea/analogs & derivatives , Zinc Acetate/administration & dosage , Administration, Intravaginal , Adult , Antiviral Agents/adverse effects , Antiviral Agents/pharmacokinetics , Carrageenan/adverse effects , Carrageenan/pharmacokinetics , Chromatography, Liquid , Double-Blind Method , Female , Gels/adverse effects , Humans , Medication Adherence , Patient Acceptance of Health Care , Placebos/administration & dosage , Pyridines/adverse effects , Pyridines/pharmacokinetics , Tandem Mass Spectrometry , Urea/administration & dosage , Urea/adverse effects , Urea/pharmacokinetics , Young Adult , Zinc Acetate/adverse effects , Zinc Acetate/pharmacokinetics
5.
Cult Health Sex ; 17(8): 1004-20, 2015.
Article in English | MEDLINE | ID: mdl-25913101

ABSTRACT

Gender norms that privilege men's sexual power and pleasure, and distrust of condom use in intimate relationships, leave women vulnerable to HIV and other sexually transmitted infections. Vaginal microbicides allow women to exert a degree of control over their sexual health, through responsibility for product insertion as well as the possibility of covert use. In practice, however, the uptake of new HIV-prevention products is heavily influenced by partnership dynamics. This paper presents a secondary analysis of data from two qualitative sub-studies conducted during a Phase 3 microbicide efficacy trial in South Africa. Using transcripts from in-depth interviews and focus group discussions with 278 female trial participants and 27 male partners, we investigated the extent to which women disclosed microbicide use to their partners, and the level and types of male engagement with microbicide use. Most women chose to communicate with their partners about the trial, but the timing and content of associated discussions differed according to their motivation for disclosure. Men provided their partners with both moral and practical support, but reported a desire for greater involvement in decision-making surrounding microbicide uptake and use. The findings inform recommendations for constructive male participation in future trials and, ultimately, introduction of a marketed product.


Subject(s)
Anti-Infective Agents/administration & dosage , HIV Infections/prevention & control , HIV Infections/psychology , Pre-Exposure Prophylaxis/methods , Sexual Partners/psychology , Administration, Intravaginal , Adult , Disease Transmission, Infectious/prevention & control , Female , Focus Groups , Humans , Male , Sexual Behavior/psychology , South Africa , Vaginal Creams, Foams, and Jellies/administration & dosage , Young Adult
6.
AIDS Behav ; 19(2): 369-79, 2015 Feb.
Article in English | MEDLINE | ID: mdl-25384905

ABSTRACT

Traditional recruitment methods for microbicide efficacy trials are labor intensive and may fail to reach high-risk hard-to-reach populations. We report duration of recruitment and lessons learned from a two-stage process to recruit female sex workers (FSWs) into a placebo microbicide trial, and examined characteristics associated with successful recruitment of peers who screened for and enrolled in the trial. FSWs were first recruited via respondent-driven sampling (RDS) to complete a survey and subsequently invited to screen for enrollment into a placebo microbicide trial taking place at a local clinic. It took 6 months to enroll 267 participants into the trial. Successful recruiters of peers who enrolled were more likely to have enrolled themselves (AOR 2.0, CI 1.3-2.9) and less likely to visit Nellore city (AOR 0.5, CI 0.3-0.9). Recruitment of FSWs via a two-stage recruitment strategy with RDS can be a good option for future clinical trials.


Subject(s)
Anti-Infective Agents, Local/administration & dosage , HIV Infections/prevention & control , Health Surveys/methods , Patient Selection , Sex Workers/statistics & numerical data , Vaginal Creams, Foams, and Jellies/administration & dosage , Adolescent , Adult , Female , HIV Infections/psychology , Humans , India/epidemiology , Middle Aged , Randomized Controlled Trials as Topic , Sampling Studies , Sex Work , Sex Workers/psychology , Time Factors
7.
Sex Transm Dis ; 40(12): 939-43, 2013 Dec.
Article in English | MEDLINE | ID: mdl-24220355

ABSTRACT

BACKGROUND: Applicator dye staining and ultraviolet (UV) light have been used in trials to measure adherence, but not in the setting of before and after sex gel dosing (BAT-24). This study was designed to determine if semen or presex gel dosing impacts the sensitivity and specificity of a dye stain assay (DSA) for measuring vaginal insertion of placebo-filled applicators with BAT-24 dosing. METHODS: Healthy monogamous couples received Microlax-type applicators (Tectubes, Åstorp, Sweden) filled with hydroxyethylcelluose placebo gel. Women were instructed to vaginally insert 1 dose of gel before and a second dose after sex and to return applicators within 48 hours after sex. Applicators were stained to detect semen, followed by UV then DSA, and scored by 2 readers. Positive and negative controls were randomly included in applicator batches. RESULTS: Fifteen couples completed the study. Each woman returned at least 6 applicators over a 30-day period. The sensitivity for insertion of postsex applicators was higher for UV (97%) compared with DSA (90%), and the specificity was similar (≥96%). For presex applicators, the sensitivity and specificity were higher for DSA (100%) compared with UV testing (87% sensitivity, 96% specificity). Among returned postsex applicators, 95% tested positive by UV compared with 87% by DSA. Agreement between readers was significantly better on the presex applicators for DSA than for UV, and for postsex readings, agreement was less than half that for UV, although the results were not statistically significant. CONCLUSIONS: Applicator tests are feasible for measuring adherence in trials with gel dosing before and after sex.


Subject(s)
Coitus , Coloring Agents , Drug Delivery Systems/instrumentation , Patient Compliance/statistics & numerical data , Semen , Ultraviolet Rays , Administration, Intravaginal , Adult , Female , Humans , Male , Predictive Value of Tests , Reproducibility of Results , Self Report , Sensitivity and Specificity , Time Factors
8.
Glob J Health Sci ; 5(3): 139-49, 2013 Feb 24.
Article in English | MEDLINE | ID: mdl-23618483

ABSTRACT

UNLABELLED: Women constitute 38% of India's 2.4 million HIV-infected persons. Microbicides are potential HIV-prevention products currently undergoing clinical trials for efficacy. A four-month placebo vaginal gel trial was conducted in Nellore, India to determine the feasibility of recruiting a suitable cohort of female sex workers (FSWs) for a future vaginal microbicide efficacy trial. We report on the HIV and STI prevalence and reproductive health (RH) morbidity of FSWs screened for the trial.   RESULTS: 529 FSWs completed screening procedures; of those 33.6% were found ineligible.  The mean age was 30.9 years; 68.6% women were married and 57.5% were home-based FSWs.  Self-reported symptoms included abnormal vaginal discharge (31.6%), genital itching (3.4%), uterine mass/prolapse (3%) and painful intercourse (2.6%).  Gynecological surgery was reported by 73.2% of participants; of those 10.5% had undergone a hysterectomy. Female sterilization was the most commonly reported contraceptive method. Pelvic examination showed vaginal discharge (50.7%), cervical discharge (5.3%), uterine/vaginal wall prolapse (2.6%), and cervical mass/nodule/vesicles/genital warts (4.2%). Common epithelial findings included erythema (79.1%) and vesicles/bullae (6%); 46% of participants had Papanicolaou tests graded as inflammatory and 1.1% as malignant. HSV-2 was the mostly commonly detected STI (60.7%) followed by HIV (5.3%), syphilis (2.8%), chlamydia (2.2%), gonorrhoea (0.7%) and trichomoniasis (15.5%).  RTIs were more common: bacterial vaginosis (27.8%) and candidiasis (18.9%). CONCLUSIONS:  The low HIV prevalence and high RH morbidity in the population makes this site unsuitable for a future phase 2 or 3 microbicide efficacy trial.  HIV prevention programs targeting this population should include access to RH services.


Subject(s)
Anti-Infective Agents/therapeutic use , Reproductive Health/statistics & numerical data , Sex Workers/statistics & numerical data , Sexually Transmitted Diseases/drug therapy , Sexually Transmitted Diseases/epidemiology , Adult , Cohort Studies , Feasibility Studies , Female , Gels , HIV Infections/drug therapy , HIV Infections/epidemiology , Humans , Hysterectomy/statistics & numerical data , India/epidemiology , Prevalence , Sterilization, Reproductive/statistics & numerical data , Young Adult
9.
AIDS Behav ; 17(6): 2222-36, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23299877

ABSTRACT

Female sex workers (FSWs) were recruited for a 4-month placebo vaginal gel trial in Nellore, India. Two experiments explored if prior knowledge of biomarkers for unprotected sex and insertion of gel applicators would yield more accurate self-reports. A third experiment compared self-reports of gel use and adherence levels between FSWs randomly assigned to interactive voice response survey (IVRS) and those assigned to paper diaries. Prior knowledge of biomarkers did not improve accuracy of self-reported condom or gel use, nor did it affect actual adherence. Of those who tested positive for the presence of semenogelin in the vagina, 76% reported no unprotected sex in the previous 48 h. Overall, women reported using gel on 90% of days whereas the biomarker indicated gel use on fewer than 50% of days. Compliance to IVRS was low, despite familiarity with mobile phone technology. Additional explorations with other populations are needed.


Subject(s)
Medication Adherence , Vaginal Creams, Foams, and Jellies/therapeutic use , Administration, Intravaginal , Adolescent , Adult , Anti-Infective Agents/therapeutic use , Biomarkers/analysis , Female , HIV Infections/prevention & control , Health Knowledge, Attitudes, Practice , Humans , India , Middle Aged , Self Report , Sex Workers , Unsafe Sex/prevention & control , Unsafe Sex/statistics & numerical data , Young Adult
10.
AIDS Behav ; 17(2): 585-97, 2013 Feb.
Article in English | MEDLINE | ID: mdl-22907287

ABSTRACT

Respondent-driven sampling was used to recruit female sex workers (FSWs) for a community survey conducted in southern India. After survey completion, participants were given a brochure describing a clinical trial that entailed daily use of a placebo vaginal gel for four months. This study assessed predictors of screening among survey respondents, predictors of enrollment among those eligible for the trial, and predictors of visit attendance and retention among those enrolled. FSWs who reported having symptoms of sexually transmitted infections (STI), engaging in sex work in the past month, and living in a subdistrict easily accessible by public transportation with a high concentration of FSWs, were more likely to screen. FSWs who had never been tested for HIV were more likely to enroll. This analysis suggests that the primary reason FSWs participated in the trial was a desire for health care-not other factors hypothesized to be important, e.g., HIV risk perception and poverty status.


Subject(s)
Anti-Infective Agents, Local/administration & dosage , HIV Infections/prevention & control , Mass Screening/statistics & numerical data , Sex Workers/statistics & numerical data , Sexual Behavior/statistics & numerical data , Vaginal Creams, Foams, and Jellies/administration & dosage , Adolescent , Adult , Community Health Services , Educational Status , Female , HIV Infections/epidemiology , HIV Infections/psychology , Health Surveys , Humans , India/epidemiology , Middle Aged , Patient Acceptance of Health Care , Patient Selection , Sex Workers/psychology , Sexual Behavior/psychology , Social Class , Surveys and Questionnaires , Young Adult
11.
Curr Opin HIV AIDS ; 7(6): 534-41, 2012 Nov.
Article in English | MEDLINE | ID: mdl-23032737

ABSTRACT

PURPOSE OF REVIEW: Assessment of acceptability is a central component of most oral PrEP and microbicide trials. In this paper we review current definitions and frameworks employed in acceptability research, discuss findings from recent studies of product acceptability and summarize trends in acceptability research. We conclude by offering a new framework for investigating product acceptability within clinical trials, one which considers product acceptability to be conceptually distinct from adherence. RECENT FINDINGS: Although numerous studies have investigated product acceptability, a consensus is lacking regarding the definition and operationalization of the concept. In addition fewer than half of the studies reviewed investigated actual candidate products. To the extent that an overall measure of acceptability is considered, the consensus is that most participants find the products acceptable. However, it is the rare study that investigates whether product adherence is associated with acceptability. SUMMARY: Given that adherence is critical to the success of clinical trials, it is important to identify the extent to which acceptability is a factor in product usage and to ascertain which dimensions of acceptability - product attributes, dosing regimen, delivery mechanism, use attributes, partner's attitudes, effect of product on the sexual encounter, product-related norms - if any, affect adherence.


Subject(s)
Anti-HIV Agents/administration & dosage , Chemoprevention/methods , HIV Infections/prevention & control , Patient Acceptance of Health Care/statistics & numerical data , Clinical Trials as Topic , Humans , Medication Adherence
12.
Sex Transm Dis ; 38(11): 1050-5, 2011 Nov.
Article in English | MEDLINE | ID: mdl-21992983

ABSTRACT

BACKGROUND: The reliability and validity of self-reports of vaginal microbicide use are questionable given the explicit understanding that participants are expected to comply with study protocols. Our objective was to optimize the use of Population Council's previously validated dye stain assay (DSA) and related procedures, and to establish predictive values for the DSAs ability to identify vaginally inserted single-use, low-density polyethylene microbicide applicators filled with hydroxyethylcellulose gel. METHODS: Applicators, inserted by 252 female sex workers enrolled in a microbicide feasibility study in Southern India, served as positive controls for optimization and validation experiments. Before validation, optimal dye concentration and staining time were ascertained. Three validation experiments were conducted to determine sensitivity, specificity, and negative and positive predictive values. RESULTS: The dye concentration of 0.05% (wt/vol) FD&C Blue No. 1 Granular Food Dye (Prime Ingredients, Inc, Saddlebrook, NJ) and staining time of 5 seconds were determined to be optimal and were used for the 3 validation experiments. There were a total of 1848 possible applicator readings across validation experiments; 1703 (92.2%) applicator readings were correct. On average, the DSA performed with 90.6% sensitivity, 93.9% specificity, and had a negative predictive value of 93.8% and a positive predictive value of 91.0%. No statistically significant differences between experiments were noted. CONCLUSIONS: The DSA was optimized and successfully validated for use with single use, low-density polyethylene applicators filled with hydroxyethylcellulose gel. We recommend including the DSA in future microbicide trials involving vaginal gels so as to identify participants who have low adherence to dosing regimens. In doing so, we can develop strategies to improve adherence as well as investigate the association between product use and efficacy.


Subject(s)
Anti-Infective Agents/administration & dosage , Cellulose/analogs & derivatives , Coloring Agents/analysis , Drug Delivery Systems/instrumentation , Patient Compliance , Administration, Intravaginal , Adolescent , Adult , Cellulose/administration & dosage , Female , Humans , India , Middle Aged , Polyethylene , Predictive Value of Tests , Sensitivity and Specificity , Sex Work , Young Adult
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