Impact of smoking on weight loss outcomes after bariatric surgery: a literature review

Comparing Lifestyle and Behavior of Post-Bariatric Surgery and Participants with Obesity: A Community-Based Cross-Sectional Study

Background

There is a paucity of research dedicated to exploring behavioral change in patients following bariatric surgery. However, there is a need for comparison analysis of individuals with obesity who have received surgical treatment and those who have not opted for any surgical procedures for weight loss. This study is designed to scrutinize the lifestyle choices, behavioral patterns, psychological elements, and eating habits of individuals who have undergone bariatric surgery, in contrast to those with obesity who have not undergone such a procedure.

Methods

This study is a secondary analysis from Sharik Diet and Health National Survey (SDHNS) dataset, which is a cross-sectional investigation covering the period from 2020 to 2022. The study focused on demographic factors like age, gender, educational attainment, and monthly earnings. Furthermore, other variables such as physical activity, leisure and workplace sitting habits, smoking patterns, strategies for managing weight, and eating and consumption behaviors were also examined.

Results

Out of the initial 15,980 participants reached, 4,069 satisfied the study's inclusion criteria. Bariatric surgery was reported by 806 participants (19.8%). Upon comparing three obesity status groups - The participants who underwent bariatric surgery with or without obesity, those with obesity who did not opt for any surgical weight loss measure, the analysis found that the three obesity status groups were significantly different in 21 variables from a total of 26. Moreover, a logistic regression analysis revealed that 11 variables influenced persistent obesity in the post-surgery phase, as opposed to those who successfully lost weight. These variables included advanced age, limited education, being female, lower income, waterpipe smoking habits, and the consumption of carbonated drinks.

Conclusion

This study showed that inability to lose weight after bariatric surgery are linked to poor lifestyle choices and behavior compared to those who were able to lose weight after the surgery.

Development and validation of an interpretable machine learning-based calculator for predicting 5-year weight trajectories after bariatric surgery: a multinational retrospective cohort SOPHIA study

BACKGROUND

Weight loss trajectories after bariatric surgery vary widely between individuals, and predicting weight loss before the operation remains challenging. We aimed to develop a model using machine learning to provide individual preoperative prediction of 5-year weight loss trajectories after surgery.

METHODS

In this multinational retrospective observational study we enrolled adult participants (aged ≥18 years) from ten prospective cohorts (including ABOS [NCT01129297], BAREVAL [NCT02310178], the Swedish Obese Subjects study, and a large cohort from the Dutch Obesity Clinic [Nederlandse Obesitas Kliniek]) and two randomised trials (SleevePass [NCT00793143] and SM-BOSS [NCT00356213]) in Europe, the Americas, and Asia, with a 5 year follow-up after Roux-en-Y gastric bypass, sleeve gastrectomy, or gastric band. Patients with a previous history of bariatric surgery or large delays between scheduled and actual visits were excluded. The training cohort comprised patients from two centres in France (ABOS and BAREVAL). The primary outcome was BMI at 5 years. A model was developed using least absolute shrinkage and selection operator to select variables and the classification and regression trees algorithm to build interpretable regression trees. The performances of the model were assessed through the median absolute deviation (MAD) and root mean squared error (RMSE) of BMI.

FINDINGS

10 231 patients from 12 centres in ten countries were included in the analysis, corresponding to 30 602 patient-years. Among participants in all 12 cohorts, 7701 (75·3%) were female, 2530 (24·7%) were male. Among 434 baseline attributes available in the training cohort, seven variables were selected: height, weight, intervention type, age, diabetes status, diabetes duration, and smoking status. At 5 years, across external testing cohorts the overall mean MAD BMI was 2·8 kg/m2 (95% CI 2·6-3·0) and mean RMSE BMI was 4·7 kg/m2 (4·4-5·0), and the mean difference between predicted and observed BMI was -0·3 kg/m2 (SD 4·7). This model is incorporated in an easy to use and interpretable web-based prediction tool to help inform clinical decision before surgery.

INTERPRETATION

We developed a machine learning-based model, which is internationally validated, for predicting individual 5-year weight loss trajectories after three common bariatric interventions.

FUNDING

SOPHIA Innovative Medicines Initiative 2 Joint Undertaking, supported by the EU's Horizon 2020 research and innovation programme, the European Federation of Pharmaceutical Industries and Associations, Type 1 Diabetes Exchange, and the Juvenile Diabetes Research Foundation and Obesity Action Coalition; Métropole Européenne de Lille; Agence Nationale de la Recherche; Institut national de recherche en sciences et technologies du numérique through the Artificial Intelligence chair Apprenf; Université de Lille Nord Europe's I-SITE EXPAND as part of the Bandits For Health project; Laboratoire d'excellence European Genomic Institute for Diabetes; Soutien aux Travaux Interdisciplinaires, Multi-établissements et Exploratoires programme by Conseil Régional Hauts-de-France (volet partenarial phase 2, project PERSO-SURG).

Marijuana, e-cigarette, and tobacco product use in young adults who underwent pediatric bariatric surgery

BACKGROUND

The postoperative course after pediatric metabolic and bariatric surgery (MBS) cuts across a developmental phase when substance-use behaviors emerge as significant public health concerns.

OBJECTIVE

We examined use of marijuana, conventional cigarettes, and alternate tobacco products/devices (e.g., e-cigarettes, hookah, smokeless, dissolvable) in young adults (YA) to 6 years postsurgery.

SETTING

Five academic medical centers.

METHODS

In a prospective observational cohort series, 139 surgical (Mage = 16.9, Mbody mass index [BMI] = 51.5, 80% female, 66% white) and 83 nonsurgical comparisons (Mage = 16.1, MBMI = 44.9, 82% female, 54% white) completed assessments at presurgery/baseline and postsurgery years 2, 4, and 6 (year 6 [2014-2018]: surgical n = 123 [89%], Mage = 23.0, MBMI = 39.8; nonsurgical n = 63 [76%], Mage = 22.4, MBMI = 53.6). Lifetime and current (past 30 days) use were reported.

RESULTS

Consistent with national YA trends (2014-2018), the most commonly used were (1) conventional cigarettes (30% surgical, 41% nonsurgical, nonsignificant [ns]); (2) marijuana (25% surgical, 27% nonsurgical, ns); and (3) e-cigarettes (12% surgical, 10% nonsurgical). A sizable minority (26% surgical, 18% nonsurgical) used one or more alternate tobacco product/device. Many YA reported persistent and/or heavy use (e.g., >50% marijuana at year 6 and year 2 or 4; ≈50% ≥.5 pack/d of cigarettes), suggesting more established (versus intermittent) health risk behaviors. For the surgical group at year 6, current tobacco product/device use was associated with lower BMI (P < .001) and greater percent weight loss (P = .002).

CONCLUSIONS

Pediatric MBS demonstrates promise in lowering risks for adult chronic disease, which may be diminished by age-typical health risk behaviors. Developmentally salient and holistic pediatric postoperative care guidelines are needed.

The role of preoperative toxicology screening in patients undergoing bariatric surgery

BACKGROUND

Some programs and insurers may require patients to undergo toxicology screening despite lack of evidence that this practice affects postoperative outcomes.

OBJECTIVES

To understand the prevalence of screening positive on toxicology testing in the bariatric surgical population and to examine the association between testing positive and important surgical outcomes.

METHODS

We performed a retrospective review of patients who underwent laparoscopic sleeve gastrectomy or Roux-en-Y gastric bypass from an academic health system from 2017-2020. We described the rate of preoperative toxicology positivity as determined by serum and urine testing. We examined the association between toxicology positivity and outcomes of preoperative length, 30-day complications (bleeding, venous thromboembolism, leak, wound infection, pneumonia, urinary tract infection, and myocardial infarction), readmissions, and 1-year weight loss using chi-square and t-test analysis.

RESULTS

Of 1057 patients, there were 134 patients (12.7%) who had positive toxicology testing. Of these, 37 (28%) were positive for opiates and 21 (16%) were positive for cotinine. Mean preoperative length was 381.8 days (standard deviation [SD], 222.5) for patients with positive testing versus 287.8 days (SD, 151.5; P = 1.00) for negative testing. Toxicology positivity was not associated with readmissions (5.2% versus 4.3%, X² = 0.22; P = .64). The loss to follow-up at 1 year was 32.5%. There was no association with 1-year mean change in body mass index (mean of loss 12.23kg/m² [SD, 5.61]) versus mean of loss 12.74 (SD, 6.44; P = .20)].

CONCLUSIONS

Our study is the first to describe preoperative toxicology positivity rates. We found no association between toxicology positivity and preoperative length, readmissions, or weight loss. Given its lack of impact on outcomes, toxicology testing prior to bariatric surgery may be an unnecessary burden on patients and healthcare, with regard to cost and wait times.

Psychosocial Aspects of Metabolic and Bariatric Surgeries and Endoscopic Therapies

Obesity is a prevalent progressive and relapsing disease for which there are several levels of intervention, including metabolic and bariatric surgery (MBS) and now endoscopic bariatric and metabolic therapies (EBMTs). Preoperative psychological assessment focused on cognitive status, psychiatric symptoms, eating disorders, social support, and substance use is useful in optimizing patient outcomes and minimizing risks in MBS. Very little is known about the psychosocial needs of patients seeking EBMTs, though these investigations will be forthcoming if these therapies become more widespread. As MBS and EBMT inherently alter the gastrointestinal (GI) tract, considerations for the longer-term GI functioning of the patient are relevant and should be considered and monitored.

Association of Postoperative Dieting, Exercise, Dietitian, and Surgeon Follow up With Bariatric Surgery Outcomes

Although postoperative diet modification, exercise, and regular dietitian and surgeon follow-up are often recommended after bariatric surgery (BS), their impact on weight loss is unclear. A Retrospective chart review was conducted for patients who received sleeve gastrectomy or Roux-en-Y gastric bypass (RYGB) between August 2000 and November 2017 with telephone follow-up. Multivariable logistic regression models were used for analyses. There were 514 patients included in our study. Most were female (76.3%), mean age was 46.9 years (Standard Deviation [SD] = 11.8), and mean weight loss was 11.6 (SD = 6.5) BMI points at a mean follow-up of 7 years (SD = 4.3). Current surgeon follow-up OR = 2.08 (P < .01) was positively associated with postoperative weight loss, while current dietitian follow-up=OR .41 (P < .01) was negatively associated. Current weight loss supplement use OR = .45 (P = .03) was associated with reduced willingness to undergo surgery again. Increasing preoperative BMI OR = 1.06 (P = .04) and increasing age OR = 1.04 (P = .02) were associated with improved quality of life (QoL) due to BS. Lack of surgeon follow-up and regular dietician consultation was associated with suboptimal weight loss after BS. Older age was positively associated with improved QoL, while current weight loss supplement use was associated with lower likelihood of undergoing surgery again, both independent of weight loss.

History of abuse and bariatric surgery outcomes: a systematic review

BACKGROUND

Although there is evidence to support the relationship between abuse history and obesity, the association between abuse history and outcomes after bariatric surgery is not well-established. We aimed to summarize the current literature examining this relationship, as well as provide clinical recommendations to optimize postoperative outcomes.

METHODS

PubMed and SCOPUS databases were queried to identify relevant published studies.

RESULTS

Overall, 20 studies were included. Rates of the various types of abuse reported in the bariatric surgery population varied widely across studies, as did the methodology used to assess it. The majority of studies found no significant associations between abuse history and postoperative weight loss outcomes. The literature examining the relationship between abuse history and postoperative psychiatric outcomes was less conclusive.

CONCLUSIONS

Most current evidence demonstrates that abuse history is not associated with weight loss outcomes after bariatric surgery. Literature on postoperative psychiatric outcomes is mixed, and more robust studies are needed to further investigate the relationship between abuse history and postoperative psychiatric outcomes. Importantly, abuse history should not preclude patients from undergoing bariatric surgery. Of note, patients may benefit from careful monitoring for emotional distress and worsening of psychiatric comorbidities after surgery and psychiatric counseling and treatment when indicated.