The New Urology Match: How Recent Innovations Including Virtual Interviews and Preference Signaling Have Changed Match Outcomes.

OBJECTIVES: To determine how recent changes in the urology match occurring from 2021 to 2023, including virtual interviews (VIs) and preference signals (PS), affected match outcomes. METHODS: The American Urological Association (AUA) match data from 2021 to 2023 was compared to the 15 years prior. This was obtained from the AUA website and a previous study of public AUA match data. Self-reported applicant characteristics and outcomes from the Urology Residency Applicant Spreadsheet 2021-2023 were compared to the four years prior. RESULTS: Between 2021 and 2023, residency programs offered 43 interviews each, compared to an average of 35 in the 15 years prior. Programs have been receiving more applications each year, from a low of 225 in 2019 to a peak of 347 in 2022. This resulted in an interview offer rate of 13% between 2021 and 2023, compared to 16% in the five years prior. Applicants applied to a mean of 88 programs in 2023, increasing each year since 40 in 2006. Applicants attended 12 interviews on average between 2021 and 2023, compared to 13 in the two years prior. Self-reported applicant data similarly demonstrated that, compared to the four years prior, applicants between 2021 and 2023 applied to more programs (81 vs. 70), had a lower interview offer rate (22% vs. 32%), and a higher interview acceptance rate (90% vs. 75%). CONCLUSIONS: During the years with VIs, programs offered more interviews and applicants attended fewer on average, indicating a larger applicant pool was interviewed. Despite the introduction of PS, applicants applied to more programs in 2022 and 2023 than ever before.

Importance of Patient Health Insurance Coverage and Out-of-Pocket Costs for Genomic Testing in Oncologists' Treatment Decisions.

PURPOSE: Use of genomic testing, especially multimarker panels, is increasing in the United States. Not all tests and related treatments are covered by health insurance, which can result in substantial patient out-of-pocket (OOP) costs. Little is known about oncologists' treatment decisions with respect to patient insurance coverage and OOP costs for genomic testing. METHODS: We identified 1,049 oncologists who used multimarker tumor panels from the 2017 National Survey of Precision Medicine in Cancer Treatment. Separate multivariable ordinal logistic regressions examined associations of oncologist-, practice-, and area-level characteristics and oncologists' ratings of importance (very, somewhat, or a little/not important) of insurance coverage and OOP costs for genomic testing in treatment decisions, adjusting for oncologist years of experience, sex, race and ethnicity, specialty, use of next-generation sequencing (NGS) tests, region, tumor boards, patient insurance mix, and area-level socioeconomic characteristics. RESULTS: Among oncologists, 47.3%, 32.7%, and 20.0% reported that patient insurance coverage for genomic testing was very, somewhat, or a little/not important, respectively, in treatment decisions. In addition, 56.9%, 28.0%, and 15.2% reported that OOP costs for testing were very, somewhat, or a little/not important, respectively. In adjusted analyses, oncologists who used NGS tests were more likely to report patient insurance and OOP costs as important (odds ratio [OR], 2.00 [95% CI, 1.16 to 3.45] and OR, 2.12 [95% CI, 1.22 to 3.68], respectively) in treatment decisions compared with oncologists who did not use these tests, as were oncologists who treated solid tumors, rather than only hematological cancers. More years of experience and higher percentages of Medicaid or self-paid/uninsured patients in the practice were associated with reporting insurance coverage (OR, 1.43 [95% CI, 1.09 to 1.89]) and OOP costs (OR, 1.51 [95% CI, 1.13 to 2.01]) as important. Oncologists in practices with molecular tumor boards for genomic tests were less likely to report coverage (OR, 0.63 [95% CI, 0.47 to 0.85]) and OOP costs (OR, 0.72 [95% CI, 0.53 to 0.97]) as important than their counterparts in practices without these tumor boards. CONCLUSION: Most oncologists rate patient health insurance and OOP costs for genomic tests as important considerations in subsequent treatment recommendations. Modifiable factors associated with these ratings can inform interventions to support patient-physician decision making about care.

The value of residency program characteristics changes throughout urology training.

INTRODUCTION: The purpose of this study was to determine which characteristics of urology residency programs are most highly valued by medical students and residents, and how these change during training. MATERIALS AND METHODS: We distributed a survey to urology residents and medical students interested in urology via program director email and social media. The survey collected demographic data, future career plans, and asked respondents to rank the relative importance of six categories of residency program characteristics and specific characteristics within each category. RESULTS: Among the six categories of residency characteristics, resident experience was ranked most important by both medical students and residents, followed by geography and clinical experience which were tied. Medical students ranked clinic experience and formal mentorship with greater importance while residents placed higher value on the active role of clinical faculty and help from advanced practice providers. Trainees planning for an academic career ranked research experiences and resident diversity as more important than those entering private practice. CONCLUSIONS: Residents and medical students mostly agreed on the relative importance of residency program characteristics. The differences observed suggest that as trainees gain experience they place greater importance on informal relationships with faculty and value characteristics that enhance surgical training such as support from advanced practice providers and less time in clinic. These findings may guide programs on what information to include on their websites and presentations.

Children Are Not Small Adults: Similarities and Differences in Renal Transplantation Between Adults and Pediatrics.

Kidney transplantation is the treatment of choice for all patients with end-stage kidney disease, including pediatric patients. Graft survival in pediatrics was lagging behind adults, but now is comparable with the adult cohort. Although many of the protocols have been adopted from adults, there are issues unique to pediatrics that one should be aware of to take care of this population. These issues include recipient size consideration, increased incidence of viral infections, problems related to growth, common occurrence of underlying urological issues, and psychosocial issues. This article addresses the similarities and differences in renal transplantation, from preparing a patient for transplant, the transplant process, to post-transplant complications.

Transforming entomology to adapt to global concerns: 2021 student debates.

The 2021 Student Debates of the Entomological Society of America (ESA) were held at the Annual Meeting in Denver, CO. The event was organized by the Student Debates Subcommittee (SDS) of the Student Affairs Committee (SAC). The theme of the 2021 Student Debates was "Transforming Entomology to Adapt to Global Concerns", with 3 topics. Each topic had an unbiased introduction and 2 teams. The debate topics were (i) Nonnative insect introduction is an ethical approach for counteracting proliferation and overpopulation of consumers, (ii) What is the best technology to control undesirable insect pests in urban and agricultural settings? and (iii) Compared to other solutions, like plant-based diets, insect farming is the best method to address rising human global food and nutrient supply demands. Unbiased introduction speakers and teams had approximately 6 months to prepare for their presentations.

Residency graduates should not be expected to perform hypospadias repair without fellowship training: Results from a survey of SPU membership.

BACKGROUND: Trainee autonomy has eroded over time as surgery has become more subspecialized and as attending oversight has increased, causing many trainees to seek additional fellowship training beyond residency. Less clear is whether there are cases that attendings view as "fellowship-level" or "privileged" cases in which resident-level trainees should not have high levels of autonomy due to complexity or high-stakes outcomes. OBJECTIVE: We sought to better understand current attitudes and practices with regards to trainee autonomy in hypospadias repair as it represents a high complexity procedure within pediatric urology. STUDY DESIGN: We administered a RedCap survey to the SPU membership, asking respondents to describe the level of autonomy afforded to trainees in various types of hypospadias repair (distal, midshaft, proximal, perineal) as measured by the Zwisch scale. The Zwisch scale describes the role of the attending in the attending-trainee relationship in a low-to-high trainee autonomy fashion: show and tell; active help; passive help; supervision only. RESULTS: 177 of 761 (23%) unique recipients completed our survey and 174 of 177 (98%) of respondents felt that trainees should not perform hypospadias repair independently in practice without additional fellowship training. Among pediatric urologists who train residents, trainee autonomy as measured by the Zwisch scale decreased as the type of hypospadias repair moved from distal to proximal. DISCUSSION: There was near unanimous agreement among respondents that urology trainees should not perform hypospadias repair in practice without additional pediatric urology fellowship training, and that current practice affords little trainee autonomy in hypospadias repair at the resident level. These findings introduce a new wrinkle into the issue of trainee autonomy: cases in which trainees perhaps should not have autonomy. Concurrently, the concern with such findings is that this intentional lack of autonomy may extend to other urologic procedures that one would expect trainees to be able to perform independently. CONCLUSION: Urology trainees are not expected to be able to perform hypospadias in practice without additional training. This raises the question that there may be other such procedures in urology, and if so, should we as instructors, be forthcoming about the limitations of urology residency training to set appropriate trainee expectations?

Evaluation of an open forecasting challenge to assess skill of West Nile virus neuroinvasive disease prediction.

BACKGROUND: West Nile virus (WNV) is the leading cause of mosquito-borne illness in the continental USA. WNV occurrence has high spatiotemporal variation, and current approaches to targeted control of the virus are limited, making forecasting a public health priority. However, little research has been done to compare strengths and weaknesses of WNV disease forecasting approaches on the national scale. We used forecasts submitted to the 2020 WNV Forecasting Challenge, an open challenge organized by the Centers for Disease Control and Prevention, to assess the status of WNV neuroinvasive disease (WNND) prediction and identify avenues for improvement. METHODS: We performed a multi-model comparative assessment of probabilistic forecasts submitted by 15 teams for annual WNND cases in US counties for 2020 and assessed forecast accuracy, calibration, and discriminatory power. In the evaluation, we included forecasts produced by comparison models of varying complexity as benchmarks of forecast performance. We also used regression analysis to identify modeling approaches and contextual factors that were associated with forecast skill. RESULTS: Simple models based on historical WNND cases generally scored better than more complex models and combined higher discriminatory power with better calibration of uncertainty. Forecast skill improved across updated forecast submissions submitted during the 2020 season. Among models using additional data, inclusion of climate or human demographic data was associated with higher skill, while inclusion of mosquito or land use data was associated with lower skill. We also identified population size, extreme minimum winter temperature, and interannual variation in WNND cases as county-level characteristics associated with variation in forecast skill. CONCLUSIONS: Historical WNND cases were strong predictors of future cases with minimal increase in skill achieved by models that included other factors. Although opportunities might exist to specifically improve predictions for areas with large populations and low or high winter temperatures, areas with high case-count variability are intrinsically more difficult to predict. Also, the prediction of outbreaks, which are outliers relative to typical case numbers, remains difficult. Further improvements to prediction could be obtained with improved calibration of forecast uncertainty and access to real-time data streams (e.g. current weather and preliminary human cases).

Comorbid diseases and conditions in people with HIV in the UK.

OBJECTIVES: This study aimed to characterize the risk of people living with HIV (PLHIV) in the UK progressing to pre-specified HIV-associated comorbidities, compared with matched, HIV-negative controls. METHODS: Primary and secondary care records from the Clinical Practice Research Datalink (CPRD) and linked Hospital Episode Statistics (HES) were used to identify PLHIV, and a matched cohort from the HIV-negative population. Kaplan Meier curves and Cox proportional hazard models were used to evaluate the risk of developing comorbidities including central nervous system (CNS) disorders, end-stage renal disease, osteoporosis, diabetes, cardiovascular disease (CVD), hypertension, stroke and cancer. RESULTS: A total of 2945 PLHIV were matched to a cohort of 5890 HIV-negative controls. PLHIV demonstrated an increased hazard ratio (HR) for time to development of incident sleep disorders, depression, osteoporosis, stroke, cancer and renal disease when compared with their matched HIV-negative control. The HRs for anxiety, hypertension, diabetes and CVD were not significantly increased. CONCLUSIONS: PLHIV in the UK were at a higher risk of developing a number of comorbid conditions, highlighting the need for regular attendance of health reviews such as the annual health reviews recommended by the British HIV Associations (BHIVA) quality standard for care, which are currently not uniformly conducted.

The National Cancer Institute and Cannabis and Cannabinoids Research.

The landscape of both recreational and medicinal cannabis use has changed dramatically over the past decade; however, research examining the risks and benefits of cannabis and cannabinoid use has lagged significantly behind the increased media promotion and their use by the general public and cancer patients. The National Cancer Institute (NCI) has supported cannabis-related research projects and funding opportunity announcements. In addition, NCI organized a virtual symposium on December 15-18, 2020, to discuss recent research findings on the use of cannabis and cannabinoids in relationship to cancer risk, prevention, and care. Specifically, the symposium sought to highlight the state of the science regarding cannabis, including the chemical constituents of cannabis (eg, cannabinoids), and cancer research involving cannabis, including cancer epidemiology, use in cancer patients, cancer biology and prevention, and preclinical and clinical cancer symptom and treatment side effect management with cannabis and cannabinoids as therapeutics. The symposium identified promising areas of future study, current barriers to conducting the research, and strategies to overcome those barriers. The series of papers in this special edition provide a summary of the symposium sessions as well as a synopsis of opportunities and challenges related to conducting research in this area.

How Early in Life do Transgender Adults Begin to Experience Gender Dysphoria? Why This Matters for Patients, Providers, and for Our Healthcare System.

INTRODUCTION: The age at which transgender women (TW) and men (TM) first experience gender dysphoria (GD) has not been reported in a U.S. population of adults seeking genital gender-affirming surgery (gGAS). Because gender is an innate part of identity, we hypothesized that untreated GD would be a part of individuals' earliest memories. Understanding GD onset can help guide providers with when and how to focus care to patients not yet identified as "transgender AIM: (i) Determine the age at which transgender adults seeking gGAS first experience GD (ii) Determine the number of life-years that transgender adults spend living with untreated GD METHODS: During initial consultation for gGAS, we asked patients the earliest age at which they experienced GD and the age at which they had their earliest episodic memory. We also queried history of anxiety, depression, and suicide attempt. MAIN OUTCOME MEASURES: Patients self-reported their earliest recollections of experiencing GD, earliest memories in general, and history of anxiety, depression, and suicide attempt. RESULTS: Data from 155 TW (mean age 41.3; SD 16.3) and 55 TM (mean age 35.4; SD 10.8) were collected. Most patients (TM: 78%; TW: 73%) reported experiencing GD for the first time between ages 3 and 7 years.  For TM the mean age of onset was 6.17 years; for TW it was 6.71 years. A total of 81% of TW and 80% of TM described their first recollection of GD as one of their earliest memories. Mean years of persistent GD before the start of gender transition were 22.9 (TM) and 27.1 (TW). Rates of depression, anxiety, and suicide ideation decreased following gender transition. CONCLUSION: Our findings suggest that GD typically manifests in early childhood and persists untreated for many years before individuals commence gender transition. Diagnosis and early management during childhood and adolescence can improve quality of life and survival. Zaliznyak M, Yuan N, Bresee C, et al. How Early in Life do Transgender Adults Begin to Experience Gender Dysphoria? Why This Matters for Patients, Providers, and for Our Healthcare System. Sex Med 2021;9:100448.

Distribution of Genomic Testing Resources by Oncology Practice and Rurality: A Nationally Representative Study.

PURPOSE: Oncologists are increasingly using molecular profiling to inform personalized patient treatment decisions. Despite its promising utility, the integration of genomic testing into diverse clinical health care settings across geographic settings has been understudied. METHODS: We used data from the National Survey of Precision Medicine in Cancer Treatment, a nationally representative sample of practicing US oncologists, to assess the availability of six genomic testing resources, including on-site pathology, contracts with outside laboratories, on-site genetic counselors, internal policies or protocols for using genomic and biomarker testing, electronic medical record alerts, and genomic or molecular tumor boards. We used multivariate logistic regression models to examine differences in the availability of each genomic testing resource by practice type and rurality while adjusting for payer mix and patient volume. RESULTS: A larger proportion of multispecialty group and academic practices had genomic testing resources available compared with solo and nonacademic practices. Electronic medical record alerts were the least available resource, whereas contracts with outside laboratories were the most available resource. Compared with urban practices, there were significantly fewer practices located in rural areas that had on-site pathology, on-site genetic counselors, protocols for genomic tests, and molecular tumor boards. CONCLUSION: Genomic testing resources varied by practice type and geography among a nationally representative sample of practicing oncologists. This variation has important implications for the development of interventions and policies to support the more equitable delivery of precision oncology to patients with cancer.

Oncologist-Reported Reasons for Not Ordering Multimarker Tumor Panels: Results From a Nationally Representative Survey.

This study examines oncologist-reported reasons for not using multimarker tumor panel testing and the association between these reasons and oncologist-level, facility-level, and patient-mix characteristics. METHODS: We used data collected from a nationally representative sample (N = 1,281) of medical oncologists participating in the National Cancer Institute's National Survey of Precision Medicine in Cancer Treatment. RESULTS: In addition to testing not being seen as relevant (87%) and no evidence of test utility (77%), the most frequently reported reasons for not ordering a multimarker tumor panel test was difficulty in obtaining sufficient tissue (57%) and using individual gene tests (72%). These reasons were more likely to be reported by oncologists practicing in rural clinics and less likely to be reported by oncologists with an academic affiliation or with access to genetic services such as on-site genetic counselors and internal genetic testing policies. CONCLUSION: Modifiable, organizational factors were associated with ordering multimarker tumor panels. Receipt of genomics training and organizational policies related to the use of genomics were associated with lower reporting of barriers to ordering multimarker tumor panels, pointing to potential targets for future studies aimed at increasing appropriate multimarker tumor panel testing in cancer treatment management.

Whole genome sequencing identifies a cryptic SOX9 regulatory element duplication underlying a case of 46,XX ovotesticular difference of sexual development.

Ovotesticular differences of sexual development (OT-DSD) are rare genetic variances defined by the coexistence of both testicular and ovarian tissues. Various molecular etiologies including SRY translocation or SOX9 pathogenic variants with different modes of inheritance have been associated with 46,XX OT-DSD. Here we describe a child diagnosed with SRY-negative 46,XX OT-DSD after completing a series of complex clinical genetic analyses, including chromosomal microarray, DSD gene panel (sequencing and deletion/duplication analysis), whole exome sequencing, and whole genome sequencing. Of these, only whole genome sequencing reported a pathogenic duplication in a non-coding region that contains the RevSex regulatory element, which modifies SOX9 expression and is associated with 46,XX OT-DSD and complete sex reversal. This is the first clinical RevSex duplication detected by clinical whole genome sequencing. We highlight the utility of whole genome sequencing in shortening the diagnostic odyssey and the importance of optimal counseling through a team-based multi-specialty approach for patients with DSDs.

Accessing Targeted Therapies: A Potential Roadblock to Implementing Precision Oncology?

PURPOSE: Advances in genomic techniques have led to increased use of next-generation sequencing (NGS). We evaluated the extent to which these tests guide treatment decisions. METHODS: We developed and distributed a survey assessing NGS use and outcomes to a survey pool of ASCO members. Comparisons between groups were performed with Wilcoxon two-sample, chi-square, and Fisher's exact tests. RESULTS: Among 178 respondents, 62% were male, 54% White, and 67% affiliated with academic centers. More than half (56%) indicated that NGS provided actionable information to a moderate or great extent. Use was highest (median ≥ 70% of cases) for lung and gastric cancer, and lowest (median < 25% of cases) in head and neck and genitourinary cancers. Approximately one third of respondents reported that, despite identification of an actionable molecular variant, patients were sometimes or often unable to access the relevant US Food and Drug Administration-approved therapy. When NGS did not provide actionable results, individuals reporting great or moderate guidance overall from NGS in treatment recommendations were more likely to request the compassionate use of an unapproved drug (P < .001), enroll on a clinical trial (P < .01), or treat off-label with a drug approved for another indication (P = .02). CONCLUSION: When NGS identifies an actionable result, a substantial proportion of clinicians reported encountering challenges obtaining approved therapies on the basis of these results. Perceived overall impact of NGS appears associated with clinical behavior unrelated to actionable NGS test results, including pursuing off-label or compassionate use of unapproved therapies or referring to a clinical trial.

Epidemiologic Research of Rare Cancers: Trends, Resources, and Challenges.

BACKGROUND: The goals of this project were to assess the status of NCI's rare cancer-focused population science research managed by the Division of Cancer Control and Population Sciences (DCCPS), to develop a framework for evaluation of rare cancer research activities, and to review available resources to study rare cancers. METHODS: Cancer types with an overall age-adjusted incidence rate of less than 20 cases per 100,000 individuals were identified using NCI Surveillance, Epidemiology and End Results (SEER) Program data. SEER data were utilized to develop a framework based on statistical commonalities. A portfolio analysis of DCCPS-supported active grants and a review of three genomic databases were conducted. RESULTS: For the 45 rare cancer types included in the analysis, 123 active DCCPS-supported rare cancer-focused grants were identified, of which the highest percentage (18.7%) focused on ovarian cancer. The developed framework revealed five clusters of rare cancer types. The cluster with the highest number of grants (n = 43) and grants per cancer type (10.8) was the cluster that included cancer types of higher incidence, average to better survival, and high prevalence (in comparison with other rare cancers). Resource review revealed rare cancers are represented in available genomic resources, but to a lesser extent compared with more common cancers. CONCLUSIONS: This article provides an overview of the rare cancer-focused population sciences research landscape as well as information on gaps and opportunities. IMPACT: The findings of this article can be used to develop efficient and comprehensive strategies to accelerate rare cancer research.See related commentary by James V. Lacey Jr, p. 1300.

Pharmacoepidemiology: A time for a new multidisciplinary approach to precision medicine.

The advent of the genomic age has created a rapid increase in complexity for the development and selection of drug treatments. A key component of precision medicine is the use of genetic information to improve therapeutic effectiveness of drugs and prevent potential adverse drug reactions. Pharmacoepidemiology, as a field, uses observational methods to evaluate the safety and effectiveness of drug treatments in populations. Pharmacoepidemiology by virtue of its focus, tradition, and research orientation can provide appropriate study designs and analysis methods for precision medicine. The objective of this manuscript is to demonstrate how pharmacoepidemiology can impact and shape precision medicine and serve as a reference for pharmacoepidemiologists interested in contributing to the science of precision medicine. This paper depicts the state of the science with respect to the need for pharmacoepidemiology and pharmacoepidemiological methods, tools and approaches for precision medicine; the need for and how pharmacoepidemiologists use their skills to engage with the precision medicine community; and recommendations for moving the science of precision medicine pharmacoepidemiology forward. We propose a new integrated multidisciplinary approach dedicated to the emerging science of precision medicine pharmacoepidemiology.

A national audit of the management pathways for new HIV diagnoses.

The British HIV Association recommends that new diagnoses be reviewed by an HIV specialist within two weeks. NHS England outcome measures include the proportion of new diagnoses commencing antiretroviral therapy (ART) within 91 days. We aimed to review the extent to which these recommendations were followed, to explore the topics discussed with new diagnoses, and to identify reasons behind delayed ART initiation. UK specialist HIV services were invited to retrospectively review the notes of their last 40 new diagnoses over a 15-month period. One-hundred and thirty-two services provided data for 2281 eligible individuals. Most new diagnoses were reviewed by a specialist within two weeks (67.7%) and were commenced on ART within 91 days (83%), however, there were some concerning delays in those tested at home and in general practice. Partner notification and treatment benefits were discussed with most individuals, unlike the availability of community support and U = U ("undetectable equals untransmittable"). Lengthy delays in ART initiation were mostly due to individuals initially declining ART or missing appointments. Our findings suggest a need for more streamlined pathways into HIV care, review of new diagnoses who have not commenced ART within 8 weeks, and protocol development to ensure discussion of relevant topics.

Assessment of a regulatory measurement system for the determination of the non-volatile particulate matter emissions from commercial aircraft engines.

The SAE International has published Aerospace Information Report (AIR) 6241 which outlined the design and operation of a standardized measurement system for measuring non-volatile particulate matter (nvPM) mass and number emissions from commercial aircraft engines. Prior to this research, evaluation of this system by various investigators revealed differences in nvPM mass emissions measurement on the order of 15-30% both within a single sampling system and between two systems operating in parallel and measuring nvPM mass emissions from the same source. To investigate this issue, the U. S. Environmental Protection Agency in collaboration with the U. S. Air Force's Arnold Engineering Development Complex initiated the VAriable Response In Aircraft nvPM Testing (VARIAnT) research program to compare nvPM measurements within and between AIR-compliant sampling systems used for measuring combustion aerosols generated both by a 5201 Mini-CAST soot generator and a J85-GE-5 turbojet engine burning multiple fuels. The VARIAnT research program has conducted four test campaigns to date. The first campaign (VARIAnT 1) compared two essentially identical commercial versions of the sampling system while the second campaign (VARIAnT 2) compared a commercial system to the custom-designed Missouri University of Science and Technology's North American Reference System (NARS) built to the same specifications. Comparisons of nvPM particle mass (i.e., black carbon), number, and size were conducted in both campaigns. Additionally, the sensitivity to variation in system operational parameters was evaluated in VARIAnT 1. Results from both campaigns revealed agreement of about 12% between the two sampling systems, irrespective of manufacturer, in all aspects except for black carbon determination. The major source of measurement differences (20-70%) was due to low BC mass measurements made by the Artium Technologies LII-300 as compared to the AVL 483 Micro-Soot Sensor, the Aerodyne Cavity Attenuated Phase Shift (CAPS PMSSA) monitor, and the thermal-optical reference method for elemental carbon (EC) determination, which was used as the BC reference.