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OpenIO: An open framework for AI-native immunotherapy

Wu, Yingcheng; Xiao, Hao; Jiang, Nan; Hua, Will; Ma, Jiaqiang; Ge, Jiacheng; Liu, Yong; Zhang, Zhongyue; Chen, Jack Xiaoyu; Jin, Ruofan; Wang, Yingrui; Zhou, Jian; Fan, Jia; Zheng, Zaixiang; Bai, Lei; Ye, Haifeng; Liu, Qi; Guo, Guoji; Zhang, Zaixi; Sun, Siqi; Guo, Tiannan; Zheng, Shuangjia; Gao, Qiang
We propose Open Immune Oncology (OpenIO), a framework integrating generative AI and omics to advance precision oncology. By leveraging biological scaling laws and foundation models, we aim to transition immunotherapy from empirical screening to rational, AI-native engineering of therapeutic interventions.
PMID: 42349428
ISSN: 1878-3686
CID: 6056182

Social Determinants of Health Among Chinese Americans at Risk for Diabetes in a Mobile Diabetes Prevention Trial: Cross-Sectional Baseline Analysis

Jiang, Nan; Liu, Jing; Song, Haili; Zhao, Yanan; Li, Huilin; Yi, Stella S; Beasley, Jeannette M; Hu, Lu
BACKGROUND/UNASSIGNED:Prediabetes is common in the United States, and adverse social determinants of health (SDOH) are known to undermine diabetes prevention efforts. Chinese Americans experience a disproportionately high prevalence of prediabetes, yet the SDOH profiles of this population remain understudied. OBJECTIVE/UNASSIGNED:This study assessed SDOH among Chinese Americans at risk for diabetes and examined the associations between sociodemographic characteristics and SDOH barriers. METHODS/UNASSIGNED:We conducted a cross-sectional analysis of baseline survey data from the Integrating Cultural Aspects into Diabetes Education (INCLUDE) study, a randomized controlled trial of a culturally and linguistically tailored mobile diabetes prevention intervention for Chinese Americans. Participants at risk for diabetes were enrolled between April 2023 and June 2024 in New York City (N=150). Measures included in the analyses were a 14-item SDOH scale (range 0-14, with higher scores indicating more barriers) and sociodemographic characteristics. Due to the small frequencies of high SDOH scores, we collapsed the outcome into 5 categories (0, 1, 2, 3, and 4-14) to improve model stability. We first used univariable logistic regression models to examine associations between each sociodemographic factor (age, sex, years of US residence, English proficiency, education, marital status, employment status, and annual household income) and the collapsed SDOH category, followed by a multivariable ordinal regression model including all sociodemographic variables. RESULTS/UNASSIGNED:A total of 150 participants had a mean age of 49.9 (SD 12.6) years. Most were female (n=124, 82.7%), born outside the United States (n=149, 99.3%), and reported speaking English less than very well (n=132, 88.0%). Among respondents to the SDOH items (n=149), the mean SDOH score was 2.4 (SD 2.3), and 81.9% (n=122) reported at least 1 SDOH barrier. The three most frequently reported barriers were (1) the need to improve English proficiency, reading skills, or educational attainment (n=77, 51.7%); (2) experiences of racial discrimination (n=49, 32.9%); and (3) adverse housing conditions (n=38, 25.5%). After collapsing the original SDOH score, 27 (18.2%) participants had a score of 0, 39 (26.2%) had a score of 1, 23 (15.4%) had a score of 2, 27 (18.2%) had a score of 3, and 33 (22.1%) had scores of 4 to 14. In the multivariable analysis, female sex (vs male) was associated with higher SDOH score categories (odds ratio 3.83, 95% CI 1.65-9.16; P=.002). CONCLUSIONS/UNASSIGNED:SDOH-related barriers were prevalent among Chinese Americans at risk for diabetes. Diabetes prevention efforts should incorporate routine SDOH screening and structured resource navigation or referral pathways, with particular attention to subgroups at higher risk, such as female individuals.
PMCID:13232781
PMID: 42234851
ISSN: 2371-4379
CID: 6044092

Decision-Making on Nicotine Replacement Therapy Use and Product Selection: An Explorative Qualitative Study Among Chinese Americans Who Smoke

Jiang, Nan; Yang, Jennifer; Kaplan, Sue A; Rogers, Erin S; Tsoh, Janice Y; Lyu, Joanne Chen; Sherman, Scott E
Chinese Americans who smoke have low use of nicotine replacement therapy (NRT). This study explored perceptions of NRT and decision-making around product choice among Chinese American smokers who received NRT. From September 2023 to January 2024, we conducted in-depth phone interviews with 20 participants recruited in New York City from a WeChat-based cessation pilot trial and a community-based cessation program, both providing free nicotine patches, gum, or lozenges. Participants (aged 26-72; 85% male; 60% current smoking) included 12 consistent NRT users (≥2 weeks), four trial users (<2 weeks), and four non-users. Five participants (25%) had never heard of NRT before program enrollment, and 14 (70%) had never used it previously. Consistent users generally viewed NRT as helpful in reducing cravings. Others reported barriers, including culturally rooted skepticism toward pharmacotherapy, preference for unassisted quitting, lack of readiness to quit, prior negative experiences, and unpleasant taste or side effects. Product choice was influenced by lay knowledge, ease of integrating NRT into daily routines, perceived effectiveness, and taste and side effects. Cessation programs addressing cultural beliefs, reframing willpower, engaging individuals not ready, and providing diverse NRT options with guidance on side effect management and routine integration may increase NRT use among this population.
PMID: 41899749
ISSN: 1660-4601
CID: 6018872

A Culturally and Linguistically Tailored Intervention to Improve Diabetes-Related Outcomes in Chinese Americans With Type 2 Diabetes: Pilot Randomized Controlled Trial

Liu, Jing; Cao, Jiepin; Shi, Yun; Sevick, Mary Ann; Islam, Nadia; Feldman, Naumi; Li, Huilin; Wang, Chan; Zhao, Yanan; Tamura, Kosuke; Levy, Natalie; Jiang, Nan; Zhu, Ziqiang; Wang, Yulin; Hong, Jia; Hu, Lu
BACKGROUND:levels. However, it remains unclear whether the CARE program also improves diabetes self-efficacy and psychosocial outcomes in the same study sample. OBJECTIVE:This is a secondary analysis to examine the potential efficacy of the CARE program on secondary outcomes, including diabetes self-efficacy, self-care activities, beliefs in diabetes self-care activities, and diabetes distress among Chinese Americans with T2D. METHODS:level of 7% or higher. Participants were recruited from various health care settings in New York City, including community health centers, private primary care providers, and NYU Langone Health and its affiliates, and were randomly assigned to either the CARE intervention group (n=30) or a waitlist control group (n=30). The intervention consisted of 2 culturally and linguistically tailored educational videos per week for 12 weeks, covering diabetes self-care topics such as healthy eating, physical activity, and medication adherence. These videos were delivered via the WeChat app. In addition, community health workers provided support calls to assist them in setting goals, problem-solving, and addressing social determinants of health barriers every 2 weeks. Secondary outcomes included patient self-reported diabetes self-efficacy, self-care activities, beliefs in diabetes self-care activities, and diabetes distress. Outcomes were assessed at baseline, 3 months, and 6 months. RESULTS:Participants had a mean age of 54.3 (SD 11.5) years and 62% (37/60) were male, 78% (47/60) were married, 58% (35/60) were employed, 70% (42/60) had a high school education or lower, and 88% (53/60) reported limited English proficiency. Intervention participants demonstrated statistically significant improvements in self-efficacy at 3 months (estimated difference in change: 8.47; 95% CI 2.44-14.5; adjusted P=.02), diabetes distress at 6 months (estimated difference in change: -0.43; 95% CI -0.71 to -0.15; adjusted P=.009), and adherence to a healthy diet at both 3 months (estimated difference in change: 1.61; 95% CI 0.46-2.75; adjusted P=.02) and 6 months (estimated difference in change: 1.64; 95% CI 0.48-2.81; adjusted P=.02). CONCLUSIONS:The culturally and linguistically tailored intervention showed promise in improving self-efficacy and diabetes self-care activities among Chinese Americans with T2D, warranting validation through a large-scale randomized controlled trial. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov NCT03557697; https://clinicaltrials.gov/study/NCT03557697.
PMID: 41144955
ISSN: 2291-5222
CID: 5960992

Corrigendum to "Use of electronic nicotine delivery system (ENDS) devices among U.S. Youth and adults: Findings from the Population Assessment of Tobacco and Health Study Waves 1-5" [Addict. Behav. 139 (2023) 107588]

Jiang, Nan; Xu, Shu; Li, Le; Cleland, Charles M; Niaura, Raymond S
PMID: 40155217
ISSN: 1873-6327
CID: 5817822

Role of social-cognitive factors in the relationship between e-cigarette use and subsequent cigarette smoking among U.S. youth: A causal mediation analysis

Xu, Shu; Coffman, Donna L; Luta, George; Mai, Andi; Jiang, Nan; Niaura, Raymond S
OBJECTIVE:E-cigarette use is associated with subsequent cigarette smoking among youth. The current study examined the mediating role of social-cognitive factors in this association. METHODS:Data from four waves of the Population Assessment of Tobacco and Health study (2013/4 - 2017/8) were analyzed. Among youth who had heard about e-cigarettes at Wave 1 but never used cigarettes before Wave 2, we conducted both causal and traditional mediation analyses to examine the mediated effect of social-cognitive factors (including relative harm perception of e-cigarettes versus cigarettes, harm perception of e-cigarette use, perceptions of addictiveness of e-cigarette use, and e-cigarette use among best friends) in the association between e-cigarette use and subsequent cigarette ever or current smoking, adjusting for covariates. We included sampling weights in all analyses; hence, results are generalizable to the U.S. youth (12 - 14 years) from the 2013-2014 cohort. RESULTS:Results from causal mediation analyses indicated that the total effect of e-cigarette use, compared to no use, increased the risk of cigarette ever smoking (20.9 %) and current smoking (4.6 %). A portion of this effect (4.2 % - 15.1 % for ever smoking; less than 10.6 % for current smoking) can be attributed to changes in social-cognitive factors induced by e-cigarette use. However, these mediated effects were small in magnitude relative to their standard errors and not statistically significant. Results from the traditional mediation analyses largely aligned with these findings, except for a few small sized pathways. CONCLUSIONS:For the U.S. youth population, social-cognitive factors may only minimally or not at all mediate the association between e-cigarette use and subsequent cigarette smoking. Further investigation into the mediation role of social-cognitive factors is warranted. Tobacco control interventions that focus on cigarette smoking initiation among youth should target other mediating factors.
PMID: 39520900
ISSN: 1873-6327
CID: 5752342

Association between a diagnosis of diabetes mellitus and smoking abstinence: An analysis of the National Health Interview Survey (2006-2018)

Sayed, Ahmed; Labieb, Fatma; Stevens, Elizabeth R; Tamura, Kosuke; Boakye, Ellen; Virani, Salim S; Jiang, Nan; Hu, Lu; Blaha, Michael J; El-Shahawy, Omar
OBJECTIVE:Both diabetes and smoking significantly increase the risk of cardiovascular disease (CVD). Understanding whether a diagnosis of diabetes can be leveraged to promote smoking cessation is a gap in the literature. METHODS:We used data from the US National Health Interview Survey, 2006 to 2018, to investigate the relationship between self-report of diagnosis of diabetes and subsequent smoking abstinence among 142,884 respondents who reported regular smoking at baseline. Effect sizes were presented as hazard ratios (HRs) derived from multivariable Cox regression models adjusted for potential confounders using diabetes as a time-dependent covariate. Subgroup-specific estimates were obtained using interaction terms between diabetes and variables of interest. RESULTS:A self-reported diagnosis of diabetes was associated with smoking abstinence (HR: 1.21; 95% CI: 1.16 to 1.27). The strength of the association varied based on race (P for interaction: 0.004), where it was strongest in African Americans (HR: 1.44; 95% CI: 1.29 to 1.60); income (P for interaction <0.001), where it was strongest in those with a yearly income less than $35,000 (HR: 1.45; 95% CI: 1.36 to 1.53); and educational attainment (P for interaction <0.001), where it was strongest in those who did not attend college (HR: 1.48; 95% CI: 1.40 to 1.57). CONCLUSION/CONCLUSIONS:Among adults who smoke, a diagnosis of diabetes is significantly associated with subsequent smoking abstinence. The association is strongest in socially disadvantaged demographics, including African Americans, low-income individuals, and those who did not attend college.
PMID: 39053517
ISSN: 1096-0260
CID: 5696122

Feasibility and Preliminary Effects of a Social Media-Based Peer-Group Mobile Messaging Smoking Cessation Intervention Among Chinese Immigrants who Smoke: Pilot Randomized Controlled Trial

Jiang, Nan; Zhao, Ariel; Rogers, Erin S; Cupertino, Ana Paula; Zhao, Xiaoquan; Cartujano-Barrera, Francisco; Siu, Katherine; Sherman, Scott E
BACKGROUND:Chinese immigrants experience significant disparities in tobacco use. Culturally adapted tobacco treatments targeting this population are sparse and the use is low. The low use of these treatment programs is attributed to their exclusive focus on individuals who are ready to quit and the wide range of barriers that Chinese immigrants face to access these programs. To support Chinese immigrant smokers at all levels of readiness to quit and address their access barriers, we developed the WeChat Quit Coach, a culturally and linguistically appropriate WeChat (Tencent Holdings Limited)-based peer group mobile messaging smoking cessation intervention. OBJECTIVE:This study aims to assess the feasibility, acceptability, and preliminary effects of WeChat Quit Coach. METHODS:We enrolled a total of 60 Chinese immigrant smokers in 2022 in New York City for a pilot randomized controlled trial (RCT) and a single-arm pilot test. The first 40 participants were randomized to either the intervention arm (WeChat Quit Coach) or the control arm (self-help print material) using 1:1 block randomization stratified by sex. WeChat Quit Coach lasted 6 weeks, featuring small peer groups moderated by a coach, daily text messages with text questions, and chat-based instant messaging support from the coach in response to peer questions. The next 20 participants were enrolled in the single-arm pilot test to further assess intervention feasibility and acceptability. All 60 participants were offered a 4-week supply of complimentary nicotine replacement therapy. Surveys were administered at baseline and 6 weeks, with participants in the pilot RCT completing an additional survey at 6 months and biochemical verification of abstinence at both follow-ups. RESULTS:Of 74 individuals screened, 68 (92%) were eligible and 60 (88%) were enrolled. The majority of participants, with a mean age of 42.5 (SD 13.8) years, were male (49/60, 82%) and not ready to quit, with 70% (42/60) in the precontemplation or contemplation stage at the time of enrollment. The pilot RCT had follow-up rates of 98% (39/40) at 6 weeks and 93% (37/40) at 6 months, while the single-arm test achieved 100% follow-up at 6 weeks. On average, participants responded to daily text questions for 25.1 days over the 42-day intervention period and 23% (9/40) used the chat-based instant messaging support. Most participants were satisfied with WeChat Quit Coach (36/39, 92%) and would recommend it to others (32/39, 82%). At 6 months, self-reported 7-day point prevalence abstinence rates were 25% (5/20) in the intervention arm and 15% (3/20) in the control arm, with biochemically verified abstinence rates of 25% (5/20) and 5% (1/20), respectively. CONCLUSIONS:WeChat Quit Coach was feasible and well-received by Chinese immigrants who smoke and produced promising effects on abstinence. Large trials are warranted to assess its efficacy in promoting abstinence in this underserved population. TRIAL REGISTRATION/BACKGROUND:ClinicalTrials.gov NCT05130788; https://clinicaltrials.gov/study/NCT05130788.
PMID: 39037756
ISSN: 2291-5222
CID: 5677952

Longitudinal association between e-cigarette use and respiratory symptoms among US adults: Findings from the Population Assessment of Tobacco and Health Study Waves 4-5

Karey, Emma; Xu, Shu; He, Pan; Niaura, Raymond S; Cleland, Charles M; Stevens, Elizabeth R; Sherman, Scott E; El-Shahawy, Omar; Cantrell, Jennifer; Jiang, Nan
BACKGROUND:We assessed longitudinal effects of e-cigarette use on respiratory symptoms in a nationally representative sample of US adults by combustible tobacco smoking status. METHODS:We analyzed Waves 4-5 public-use data from the Population Assessment of Tobacco and Health Study. Study sample included adult respondents who reported no diagnosis of respiratory diseases at Wave 4, and completed Waves 4-5 surveys with no missing data on analytic variables (N = 15,291). Outcome was a validated index of functionally important respiratory symptoms based on 7 wheezing/cough questions (range 0-9). An index score of ≥2 was defined as having important respiratory symptoms. Weighted lagged logistic regression models were performed to examine the association between e-cigarette use status at Wave 4 (former/current vs. never use) and important respiratory symptoms at Wave 5 by combustible tobacco smoking status (i.e., never/former/current smokers), adjusting for Wave 4 respiratory symptom index, sociodemographic characteristics, secondhand smoke exposure, body mass index, and chronic disease. RESULTS:Among current combustible tobacco smokers, e-cigarette use was associated with increased odds of reporting important respiratory symptoms (former e-cigarette use: adjusted odds ratio [AOR] = 1.39, 95% confidence interval [CI]: 1.07-1.81; current e-cigarette use: AOR = 1.55, 95% CI: 1.17-2.06). Among former combustible tobacco smokers, former e-cigarette use (AOR = 1.51, 95% CI: 1.06-2.15)-but not current e-cigarette use (AOR = 1.59, 95% CI: 0.91-2.78)-was associated with increased odds of important respiratory symptoms. Among never combustible tobacco smokers, no significant association was detected between e-cigarette use and important respiratory symptoms (former e-cigarette use: AOR = 1.62, 95% CI: 0.76-3.46; current e-cigarette use: AOR = 0.82, 95% CI: 0.27-2.56). CONCLUSIONS:The association between e-cigarette use and respiratory symptoms varied by combustible tobacco smoking status. Current combustible tobacco smokers who use e-cigarettes have an elevated risk of respiratory impairments.
PMCID:10903800
PMID: 38421978
ISSN: 1932-6203
CID: 5644112

Cigarette gifting among non-smokers in China: Findings from the International Tobacco Control China Survey

Lyu, Joanne Chen; Sung, Hai-Yen; Yao, Tingting; Jiang, Nan; Quah, Anne C K; Meng, Gang; Jiang, Yuan; Fong, Geoffrey T; Max, Wendy
OBJECTIVE:To examine the percentage and correlates of giving and receiving cigarettes as gifts among adult non-smokers in China. METHODS:We analyzed non-smokers (N=1,813) aged ≥18 years using data from the International Tobacco Control China Wave 5 Survey. Descriptive statistics summarized the characteristics of those who gave and received cigarettes as gifts. Multivariable logistic regression models were used to identify factors associated with the two behaviors. RESULTS:Among non-smokers, 9.9% reported giving cigarettes as gifts to family or friends in the last 6 months. Higher level of knowledge about smoking harms was associated with lower adjusted odds of gifting cigarettes. Non-smokers aged 25-39, with middle income, positive attitude toward cigarette gifts, exposure to anti-smoking information and smoking promotion, and those who reported receiving cigarettes as gifts from family or friends were more likely to give cigarettes as gifts. 6.6% of non-smokers reported receiving cigarettes as gifts in the last 6 months. High education, neutral or positive attitude toward cigarette gifts, exposure to anti-smoking information, exposure to smoking promotion, and having smoking friends were associated with receiving cigarettes as gifts. CONCLUSIONS:It is concerning that Chinese cultural norms that support cigarette gifting have extended to giving non-smokers cigarettes as gifts. Effective anti-smoking messages are needed. Changing the norms around cigarette gifting and increasing knowledge about smoking harms should help reduce cigarette gifting among non-smokers. IMPLICATIONS/CONCLUSIONS:Easy access to cigarettes received as gifts, along with the wide acceptance of smoking in China, places Chinese non-smokers in a risky position. More educational campaigns targeting non-smokers to proactively prevent them from smoking are called for.The ineffectiveness of existing anti-smoking information highlights the need for more effective anti-smoking messages.That attitude toward cigarette gifts is the strongest predictor of giving cigarettes as gifts suggests a need for interventions to reverse the positive attitude about cigarette gifting in order to decrease the popularity of this activity.
PMID: 36574502
ISSN: 1469-994x
CID: 5435192