Emotional reactions to infertility diagnosis: thematic and natural language processing analyses of the 1000 Dreams survey

RESEARCH QUESTION

What are the emotional effects of infertility on patients, partners, or both, and how can qualitative thematic analyses and natural language processing (NLP) help evaluate textual data?

DESIGN

A cross-sectional, multi-country survey conducted between March 2019 and May 2019. A total of 1944 patients, partners, or both, from nine countries responded to the open-ended question asking about their initial feelings related to an infertility diagnosis. A mixed-method approach that integrated NLP topic modelling and thematic analyses was used to analyse responses. Sentiment polarity was quantified for each response. Linear regression evaluated the association between patient characteristics and sentiment negativity.

RESULTS

Common emotional reactions to infertility diagnoses were sadness, depression, stress, disappointment, anxiety, frustration, confusion and loss of self-confidence. NLP topic modelling found additional reactions, i.e. shared feelings with partners, recollections about causes of infertility and treatment experience. Responses to the open-ended question were brief (median: three words) with 71.8% conveying negative sentiments. Some respondent characteristics showed small but significant associations with sentiment negativity, i.e. country (Spain, China and France were more negative than the USA, P < 0.001, P < 0.003 and P < 0.009 respectively), treatment engagement (no treatment was more negative than one or more treatment, P = 0.027) and marital status (missing/other was more negative than divorced, P = 0.003).

CONCLUSION

Infertility diagnoses create an emotional burden for patients and partners. The mixed-method approach provides a compelling synergy in support of the validity of these findings and shows potential for these techniques in future research.

Improved survival in HIV-associated diffuse large B-cell lymphoma with the addition of rituximab to chemotherapy in patients receiving highly active antiretroviral therapy

PURPOSE

Recent trials suggest serious toxicity in HIV-associated non-Hodgkin's lymphoma (NHL) with rituximab (R) and chemotherapy (CT), offsetting the benefit of rituximab.

METHOD

We retrospectively reviewed experience with CHOP-R vs. CT in 40 patients with HIV-associated diffuse large B-cell lymphoma (DLBCL) diagnosed between December 1992 and February 2006, all of whom were treated with curative intent.

RESULTS

In a univariate analysis, International Prognostic Index (IPI) score, prior AIDS, HAART, and rituximab were significant for overall survival (OS). In a multivariate analysis, IPI 0-1 (p < .02), no prior AIDS (p < .0002), and receiving CHOP-R (p < .01) were significant for improved OS, and HAART use (p < .09) retained a trend for improved OS. The hazard ratio (HR) for patients with high IPI receiving CHOP-R was 0.3 (95% CI 0.1-0.8). Patients without prior AIDS receiving CHOP-R had an HR of 0.5 (95% CI 0.1-1.7). The OS at 30 months in patients not receiving HAART was 0%. With HAART, OS was 33% for CT and 86% for CHOP-R; HR for CHOP-R was 0.4 (95% CI 0.1-1.2). Toxic deaths were 3 (33%) for CHOP-R and 6 (25%) for CT (p = ns); all toxic deaths with CHOP-R were in patients not receiving HAART. Rituximab-treated patients had a lower death rate from lymphoma (CHOP-R, 2 [16%] vs. CT, 15 [63%]; p < .04), and overall mortality (CHOP-R, 5 [42%] vs. CT, 21 [88%]; p < .01).

CONCLUSION

These retrospective data suggest that fatal toxicity of rituximab in HIV-NHL is not increased provided HAART is used, that the addition of rituximab to CT improved outcome, and that further prospective trials investigating this issue are warranted.

Derangement of p53 and MDM2 is involved in transformation of differentiated into anaplastic thyroid cancer

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Background: Anaplastic thyroid cancer arises as a consequence of tumor progression, or transformation, from pre-existing differentiated thyroid cancer. Mutation of the p53 tumor-suppressor gene represents a common event in thyroid tumor progression. MDM2 encodes a protein that complexes with p53, downregulates its function, and leads to its degradation via a ubiquitin-proteasome pathway. The objective of this study was to evaluate the change in p53 and MDM2 expression in the transformation of differentiated to anaplastic thyroid carcinoma. Methods: Of 94 cases of anaplastic thyroid cancer diagnosed and treated in British Columbia Canada over a 20 year period (1984–2004) 32 cases (34%) had adequate tissue available for evaluation and 12 of these cases had associated foci of differentiated thyroid carcinoma. A tissue microarray was constructed from these 12 anaplastic thyroid tumors and their associated differentiated foci. Immunohistochemistry was utilized to evaluate expression of p53 and MDM2 by these tumors. Results: There was decreased expression of p53 and MDM2 by the anaplastic tumors when compared to the differentiated thyroid tumors from which they evolved. The expression of p53 and MDM2 was 17% and 8%, respectively, by the differentiated thyroid carcinoma, and 83% and 25%, respectively, by the anaplastic tumors. Evaluating the anaplastic cancers and the differentiated foci from which they evolved, p53 overexpression developed in 8 (67%) of tumors and MDM2 overexpression developed in 3 (25%) of tumors. All the anaplastic tumors that developed MDM2 overexpression also concurrently developed p53 overexpression. Conclusions: This report is the first to demonstrate derangement of p53, and its regulator, MDM2, is involved in the transformation of a subset of differentiated into anaplastic thyroid tumors. Isolated MDM2 overexpression does not appear to play an important role in anaplastic transformation of thyroid cancer.

No significant financial relationships to disclose.

Correlation of virus load in plasma and lymph node tissue in human immunodeficiency virus infection. INCAS Study Group. Italy, Netherlands, Canada, Australia, and (United) States

The impact of long-term changes in plasma viremia, produced by effective combination antiretroviral therapy, on human immunodeficiency virus (HIV) burden within tissue reservoirs is unknown. Fifteen patients who had received at least 1 year of therapy with two or three drug combinations of zidovudine, didanosine, and nevirapine had suitable samples of lymph node tissue obtained by ultrasound-guided core needle biopsy. HIV RNA was extracted from homogenized tissue samples and quantitated using a modified branched DNA assay. Results were correlated with antiretroviral treatment effect on the basis of plasma virus load measurements over the preceding 12-18 months. A statistically significant negative correlation was observed between magnitude of treatment effect on plasma viremia and lymph node virus load. These data suggest that combinations of antiretroviral drugs that produce sustained suppression of plasma HIV RNA may also be able to reduce the virus burden in lymphoid tissues.

AIDS-related extrapulmonary Pneumocystis carinii infection presenting as a solitary rectal ulcer

Extrapulmonary infection with Pneumocystis carinii, although uncommon, is increasingly recognized. Use of aerosolized pentamidine versus a systemic medication is thought to be a contributing factor due to the low concentrations of drug that are incapable of suppressing systemic infection. Infection with P carinii has been reported in every organ system including the gastrointestinal system. A 28-year-old acquired immunodeficiency syndrome patient receiving prophylaxis with aerosolized pentamidine who presented with a solitary rectal ulcer is reported. Initial biopsy was characteristic of extrapulmonary P carinii infection, with numerous organisms present. Occasional cytomegalovirus inclusion bodies were noted which may have been a copathogen but which were not treated. Treatment with intravenous pentamidine resulted in documented eradication of P carinii and complete resolution of the ulcer. Although lower gastrointestinal pneumocystosis has been described without ulceration, this is the first description of rectal ulceration presenting as the initial manifestation of extrapulmonary pneumocystosis.

An unusual form of pulmonary aspergillosis in two patients with the acquired immunodeficiency syndrome

Two cases of an unusual pathologic form of pulmonary aspergillosis in patients with the acquired immunodeficiency virus are reported. Each was characterized by chronic cavitary disease with involvement of small bronchioles and extension into subtending alveoli. It is suggested that this variant would best be described as chronic cavitary and invasive bronchopulmonary aspergillosis. A prominent feature in each case was the presence of numerous cytomegalovirus inclusions adjacent to the cavities and affected airways. The significance of this association is not known.

In situ detection of rubella RNA and antigens in cultured cells

We developed in situ hybridization and immunofluorescent procedures to detect rubella RNA and antigens in tissue-cultured cells infected with rubella virus. cDNA fragments of the rubella virus E1 structural gene were used as probes for in situ hybridization to detect rubella RNA sequences in Vero cells infected with rubella virus. Using antibodies against rubella proteins, indirect immunofluorescence detected rubella virus structural proteins in Vero cells infected with rubella virus. The immunofluorescence method has also been applied to study the expression of rubella polypeptide E1 in transfected COS cells and may be applied to the detection and study of persistent rubella virus infection in human tissues.

Pathophysiologic correlations in asbestos-induced airway disease in the guinea pig

To determine whether asbestos-induced changes in the structure of the walls of small airways might be associated with abnormalities of pulmonary function, guinea pigs were given 10 mg of amosite asbestos (test group) or saline (control group) by intratracheal instillation. Pulmonary function tests performed 6 months later revealed significant increases in FRC, RV, and TLC in the test group. Measurement of airway wall thickness showed that both membranous and respiratory bronchioles were significantly thickened in the test group; this group also had airways of smaller internal diameter than the controls. Analysis for lung collagen content as hydroxyproline showed a 50% increase in the asbestos exposed animals. There was, however, only minimal and very focal interstitial fibrosis (asbestosis) in the lung parenchyma. Analysis of fiber size indicated that the fibers obtained by digestion of the tissue or from the lavage fluid were significantly longer and wider than those in the original asbestos sample; however, the tissue contained considerably larger fibers than the lavage fluid. We conclude that: Asbestos can produce airway fibrosis and narrowing causing air trapping on pulmonary function examination; this process occurs in the absence of significant interstitial fibrosis of the parenchyma (asbestosis), implying that abnormalities of pulmonary function which are consistent with airflow obstruction in asbestos exposed animals can be caused by pathologic changes in the small airways alone; long asbestos fibers are preferentially retained in the lung, and the longest fibers appear to be in a compartment inaccessible to lavage, presumably, in this model, in airway walls. Enhanced penetration of long fibers into tissue may be one reason why long fibers are more pathogenic than short ones.

Pathologic changes in the small airways of the guinea pig after amosite asbestos exposure

To determine whether asbestos dust produces pathologic changes in the small airways, and to determine where the anatomic lesions of asbestosis commence, the authors examined lungs from guinea pigs exposed to 10 or 30 mg of amosite asbestos by intratracheal instillation and sacrificed 6 months later. Measurement of airway wall thickness revealed that membranous and respiratory bronchioles of all sizes in exposed animals were significantly thicker than those of controls. Amosite fibers were found embedded in the walls of bronchi and in membranous and respiratory bronchioles; where these fibers penetrated the airway walls, an interstitial inflammatory and fibrotic reaction (asbestosis) occurred. It is concluded that 1) amosite asbestos produces diffuse abnormalities throughout the noncartilagenous airways and possibly the cartilagenous airways as well; 2) this effect is independent of interstitial fibrosis of the parenchyma (classical asbestosis); 3) asbestosis, at least that induced by amosite, commences at any site in the parenchyma to which the asbestos fibers can gain access, either by deposition in alveoli and alveolar ducts or by direct passage of fibers through the walls of all types and sizes of small airways.