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1.
Nat Commun ; 15(1): 2220, 2024 Mar 12.
Artigo em Inglês | MEDLINE | ID: mdl-38472221

RESUMO

Circulating cell-free DNA (cfDNA) fragments have characteristics that are specific to the cell types that release them. Current methods for cfDNA deconvolution typically use disease tailored marker selection in a limited number of bulk tissues or cell lines. Here, we utilize single cell transcriptome data as a comprehensive cellular reference set for disease-agnostic cfDNA cell-of-origin analysis. We correlate cfDNA-inferred nucleosome spacing with gene expression to rank the relative contribution of over 490 cell types to plasma cfDNA. In 744 healthy individuals and patients, we uncover cell type signatures in support of emerging disease paradigms in oncology and prenatal care. We train predictive models that can differentiate patients with colorectal cancer (84.7%), early-stage breast cancer (90.1%), multiple myeloma (AUC 95.0%), and preeclampsia (88.3%) from matched controls. Importantly, our approach performs well in ultra-low coverage cfDNA datasets and can be readily transferred to diverse clinical settings for the expansion of liquid biopsy.


Assuntos
Ácidos Nucleicos Livres , Humanos , Fragmentação do DNA , Transcriptoma , Biologia , Biomarcadores Tumorais/genética
2.
BJOG ; 130(13): 1677-1684, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37272251

RESUMO

OBJECTIVE: To determine the medium-term maternal impact of open fetal spina bifida repair. DESIGN: Prospective cohort study. SETTING: University Hospitals Leuven, Belgium. POPULATION: Mothers who had open maternal-fetal spina bifida repair between March 2012 and December 2021. METHODS: A patient-reported survey on subsequent fertility, pregnancy, and gynaecological and psychological outcomes. MAIN OUTCOME MEASURES: Complications during subsequent pregnancies, and gynaecological and psychological problems. RESULTS: Seventy-two out of 100 invited women completed the questionnaire (72%). Despite being advised not to, seven of 13 women attempting to conceive became pregnant within 2 years after fetal surgery and one woman delivered vaginally. Two of the 16 subsequent pregnancies were complicated by an open neural tube defect. One pregnancy was complicated by a placenta accreta and one pregnancy was complicated by a uterine rupture, both with good neonatal outcomes. Nearly half of respondents who did not attempt to conceive reported that this was because of their experience of the index pregnancy and caring for the index child. Three out of four respondents reported medium-term psychological problems, mostly anxiety for the health of the index child, fear for recurrence in subsequent pregnancies and feelings of guilt. CONCLUSIONS: Open maternal-fetal surgery for spina bifida did not appear to affect fertility in our cohort. Half of the attempts to conceive took place within 2 years. One uterine rupture and one placenta accreta occurred in 16 subsequent pregnancies. Most respondents reported psychological problems linked to the index pregnancy, which reinforces the need for long-term psychological support.


Assuntos
Placenta Acreta , Espinha Bífida Cística , Disrafismo Espinal , Ruptura Uterina , Gravidez , Recém-Nascido , Criança , Feminino , Humanos , Estudos Prospectivos , Disrafismo Espinal/complicações , Disrafismo Espinal/cirurgia , Cuidado Pré-Natal , Fertilidade
3.
Gynecol Oncol Rep ; 39: 100937, 2022 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-35146105

RESUMO

Background: Breast cancer and hematological cancers are the most commonly diagnosed malignancies during pregnancy. This case report is the first to describe the ultimate challenge to preserve a pregnancy while the expectant mother is diagnosed and treated simultaneously for two concurrent primary malignancies, a stage IIA Hodgkin lymphoma and pT2N0(Sn) breast cancer. Clinical case: A 36-year-old pregnant primigravida underwent a routine non-invasive prenatal test at 14 weeks and 4 days of gestation. Genome-wide sequencing was used and revealed an aberrant DNA/chromosome copy number profile among which a strong 2p-gain, possibly related to a maternal malignancy. Physical examination showed an enlarged cervical lymph node and ultrasound guided biopsy confirmed the diagnosis of a nodular sclerosing classical Hodgkin lymphoma subsequently staged as an early stage, unfavorable (IIA) Hodgkin lymphoma. Whole body magnetic resonance imaging for further staging also indicated a suspicious nodule in the right breast. Further investigation resulted in the concurrent diagnosis of a pT2N0(Sn) invasive ductal adenocarcinoma. Patient underwent a mastectomy with sentinel lymph node biopsy at 15 weeks and 5 days of gestation, followed by 4-weekly chemotherapy administration, consisting of doxorubicin, bleomycin, vinblastine and dacarbazine (ABVD). Pregnancy went further relatively uncomplicated and fetal assessment was reassuring during pregnancy. Due to fever of unknown origin and preterm labor, a cesarean section was performed on a gestational age of 35 weeks and 4 days. Oncological treatment was completed after delivery with involved-field radiation therapy for the Hodgkin lymphoma. Completion of systemic treatment for breast cancer consisted of docetaxel/cyclophosphamide chemotherapy, and anti-hormonal treatment in the form of ovarian function suppression and letrozole. Conclusion: Here we show for the first time that two concurrent primary malignancies can be treated successfully during pregnancy with respect to maternal and fetal chances. Motivated modifications of breast cancer treatment (mastectomy instead of lumpectomy, AVBD instead of epirubicin-cyclophosphamide chemotherapy), allowed treatment of both cancers during pregnancy. Final treatment was administered after delivery.

4.
Prenat Diagn ; 41(10): 1264-1272, 2021 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-34405430

RESUMO

Cancer is diagnosed in one in 1000 to 1500 pregnancies. Most frequently encountered malignancies during pregnancy are breast cancer, hematological cancer, cervical cancer and malignant melanoma. Maternal cancer is associated with an increased risk of IUGR and preterm labor, especially in patients with systemic disease or those receiving chemotherapy during pregnancy, requiring a high-risk obstetrical follow-up. Fetal aneuploidy screening by non-invasive prenatal testing (NIPT) can lead to the incidental identification of copy number alterations derived from non-fetal cell-free DNA (cfDNA), as seen in certain cases of maternal malignancy. The identification of tumor-derived cfDNA requires further clinical, biochemical, radiographic and histological investigations to confirm the diagnosis. In such cases, reliable risk estimation for fetal trisomy 21, 18 and 13 is impossible. Therefore, invasive testing should be offered when ultrasonographic screening reveals an increased risk for chromosomal anomalies, or when a more accurate test is desired. When the fetal karyotype is normal, long term implications for the fetus refer to the consequences of the maternal disease and treatment during pregnancy. This manuscript addresses parental questions when NIPT suggests a maternal malignancy. Based on current evidence and our own experience, a clinical management scheme in a multidisciplinary setting is proposed.


Assuntos
Neoplasias/diagnóstico , Teste Pré-Natal não Invasivo/métodos , Pais/psicologia , Adulto , Bélgica/epidemiologia , Transtornos Cromossômicos/diagnóstico , Feminino , Humanos , Neoplasias/complicações , Neoplasias/epidemiologia , Teste Pré-Natal não Invasivo/instrumentação , Gravidez , Estudos Prospectivos
5.
EClinicalMedicine ; 35: 100856, 2021 May.
Artigo em Inglês | MEDLINE | ID: mdl-34036251

RESUMO

BACKGROUND: Implausible false positive results in non-invasive prenatal testing (NIPT) have been occasionally associated with the detection of occult maternal malignancies. Hence, there is a need for approaches allowing accurate prediction of whether the NIPT result is pointing to an underlying malignancy, as well as for organized programs ensuring efficient downstream clinical management of these cases. METHODS: Using a data set of 88,294 NIPT performed at University Hospital Leuven (Belgium) between November 2013 and March 2020, we retrospectively evaluated the positive predictive value (PPV) of our NIPT approach for cancer detection. In this approach, whole-genome cell-free DNA (cfDNA) data from NIPT were scrutinized for the presence of (sub)chromosomal copy number alterations (CNAs) predictive for a malignancy, using an unbiased NIPT analysis pipeline coined GIPSeq. For suspected cases, the presence of a maternal cancer was evaluated via subsequent multidisciplinary clinical follow-up examinations. The cancer-specificity of the identified CNAs in cfDNA was assessed through genetic analyses of a tumor biopsy. FINDINGS: Fifteen women without a cancer history were identified with a GIPSeq result suggestive of a malignant process. Their cfDNA profiles showed either genome-wide aberrations or a single trisomy 8. Upon clinical examinations, a solid or hematological cancer was identified in 4 and 7 cases, respectively. Three women were identified as having a clonal mosaicism. For one case no underlying condition was found. These numbers add to a PPV of 73%. Based on this experience, we presented a multidisciplinary care path for efficient clinical management of these cases. INTERPRETATION: The presented approach for analysing NIPT results has a high PPV, yet unknown sensitivity, for detecting asymptomatic malignancies upon routine NIPT. Given the complexity of diagnosing a pregnant woman with cancer, clinical follow-up should occur in a well-designed multidisciplinary setting, such as via the care model that we presented here. FUNDING: This work was supported by Research Foundation Flanders and KU Leuven funding.

6.
Surg Obes Relat Dis ; 17(4): 659-666, 2021 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-33549505

RESUMO

BACKGROUND: It is unknown whether international guidelines on gestational weight gain can be used in pregnancies after bariatric surgery. OBJECTIVES: To investigate gestational weight gain, intrauterine growth, and postpartum weight retention in postbariatric women. SETTING: 8 Belgian hospitals. METHODS: Prospective data from 127 postbariatric pregnancies from September 2014 through October 2018. Patients were grouped according to achievement of 2009 Institute of Medicine (IOM) guidelines. RESULTS: In 127 patients with a mean age of 30.2 years (standard deviation [SD], 4.7), the mean gestational weight gain was 12.5 kg (SD, 6.7). Of these patients, 24% (30 of 127) showed insufficient weight gain, 20% (26 of 127) showed adequate weight gain, and 56% (71 of 127) showed excessive weight gain. Of 127 patients, 27 (21%) had small-for-gestational-age infants. This peaked in the group with insufficient weight gain (47%; 95% confidence interval [CI], 29%-65%; P < .001). The prevalence of large-for-gestational-age infants was comparable between groups, although highest in the group with excessive weight gain (0% in those with insufficient weight gain, 4% in those with adequate weight gain, and 8% in those with excessive weight gain). Preterm births were recorded more in patients with insufficient weight gain (23%; 95% CI, 8%-38%; P = .048). The mean amounts of postpartum weight retained were 4.0 kg (SD, 7.4) at 6 weeks and 3.0 kg (SD, 9.1) at 6 months. Weight retention at 6 weeks (7.1 kg; 95% CI, 5.5-8.7; P < .001) and 6 months (8.3 kg; 95% CI, 4.5-12.2; P < .001) was highest in women gaining excessive weight. CONCLUSION: Achievement of IOM guidelines is low in postbariatric pregnancies. Insufficient weight gain increases the risk for small-for-gestational-age babies. Excessive weight gain increases weight retention after delivery and could precipitate weight regain. After bariatric surgery, women should be encouraged to achieve IOM recommendations.


Assuntos
Cirurgia Bariátrica , Ganho de Peso na Gestação , Adulto , Cirurgia Bariátrica/efeitos adversos , Índice de Massa Corporal , Feminino , Humanos , Lactente , Recém-Nascido , Recém-Nascido Pequeno para a Idade Gestacional , Gravidez , Estudos Prospectivos , Aumento de Peso
7.
Prenat Diagn ; 40(13): 1755-1758, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-32277490

RESUMO

Even though the global COVID-19 pandemic may affect how medical care is delivered in general, most countries try to maintain steady access for women to routine pregnancy care, including fetal anomaly screening. This means that, also during this pandemic, fetal anomalies will be detected, and that discussions regarding invasive genetic testing and possibly fetal therapy will need to take place. For patients, concerns about Severe Acute Respiratory Syndrome-Corona Virus 2 will add to the anxiety caused by the diagnosis of a serious fetal anomaly. Yet, also for fetal medicine teams the situation gets more complex as they must weigh up the risks and benefits to the fetus as well as the mother, while managing a changing evidence base and logistic challenges in their healthcare system.


Assuntos
COVID-19 , Terapias Fetais , Pandemias , Desastres , Feminino , Humanos , Transmissão Vertical de Doenças Infecciosas , Gravidez , Complicações Infecciosas na Gravidez
8.
Eur J Obstet Gynecol Reprod Biol ; 231: 60-64, 2018 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-30321790

RESUMO

OBJECTIVE: This retrospective study aims to evaluate the incidence, presence of chromosomal anomalies and outcome of fetuses diagnosed with cystic hygroma colli in the first trimester in a single tertiary center. STUDY DESIGN: A retrospective study was performed over a ten-years period from 2007 to 2017 of all fetuses with a first-trimester diagnosis of cystic hygroma. Maternal and fetal parameters were assessed with descriptive statistics. RESULTS: A total of 185 singleton pregnancies were included. Chromosomal anomalies were present in 122 cases (65.9%). Sixty-three fetuses (34.1%) had a normal karyotype. Noonan syndrome was diagnosed in 6 cases using additional testing for RASopathies. In euploid fetuses, a major congenital anomaly was detected in 35 of 63 cases (56%) and if present, 91.4% had an abnormal fetal outcome compared to 32.1% if no structural anomaly was found (p < 0.01). Fetuses with a nuchal translucency thickness more than 10 mm and hydropic fetuses had a worse outcome. DISCUSSION: Associated structural anomalies or hydrops fetalis are significant predictors for an abnormal outcome in pregnancies with first-trimester cystic hygroma and a normal karyotype. Cytogenetic evaluation and detailed sonographic evaluation are of great importance in the determination of the prognosis of pregnancies complicated by first-trimester cystic hygroma.


Assuntos
Linfangioma Cístico/diagnóstico , Resultado da Gravidez , Adulto , Aberrações Cromossômicas/estatística & dados numéricos , Feminino , Humanos , Hidropisia Fetal/diagnóstico , Cariótipo , Linfangioma Cístico/epidemiologia , Linfangioma Cístico/genética , Síndrome de Noonan/diagnóstico , Medição da Translucência Nucal/estatística & dados numéricos , Gravidez , Primeiro Trimestre da Gravidez , Diagnóstico Pré-Natal , Estudos Retrospectivos , Ultrassonografia Pré-Natal
10.
Obes Surg ; 28(5): 1385-1393, 2018 05.
Artigo em Inglês | MEDLINE | ID: mdl-29197048

RESUMO

BACKGROUND: Women with a history of bariatric surgery are recommended to avoid pregnancy at least 12 months after surgery. Evidence on the impact of bariatric surgery on contraception, menstrual cycle, and sexuality in the first year postoperative is therefore indispensable. OBJECTIVES: The objective of this paper is to prospectively study changes in contraception, menstrual cycle and sexuality in women of reproductive age following bariatric surgery. SETTING: The study was conducted in two secondary medical centers and a tertiary academic medical center. METHODS: Women attending for bariatric surgery or who recently underwent bariatric surgery completed online questionnaires about contraception, menstrual cycle, and sexual behavior before surgery and 6 and 12 months after surgery. RESULTS: The study included data from 71 women, including 70 and 47 women at 6 and 12 months after bariatric surgery, respectively. Preoperatively, 43.6% (n = 31/71) used a short-acting hormonal contraceptive, the usage of which decreased significantly to, respectively, 32.8% (n = 23/70; p = .031) and 27.7% (n = 13/47; p = .022) 6 and 12 months post-surgery. Usage of long-acting contraceptive methods increased from 26.7% (n = 19/71) preoperatively to 38.6% (n = 27/70; p = .021) and 42.6% (n = 20/47; p = .004) at 6 and 12 months. Combined oral contraceptives (COC) remained used (39.4% preoperatively, 27.1 and 14.9% at 6 and 12 months postoperatively). Menstrual cycle (frequency, pattern, duration of the cycle, and the menstruation itself) and sexual behavior (intimate relationship, frequency of intercourse, and satisfaction) did not differ significantly before and after surgery. CONCLUSIONS: Women undergoing bariatric surgery appear to switch their type of contraceptive from oral, short-acting hormonal contraceptives to non-oral, long-acting contraceptives. No changes in menstrual cycle and sexual behavior were shown.


Assuntos
Cirurgia Bariátrica , Anticoncepção/estatística & dados numéricos , Anticoncepcionais , Ciclo Menstrual , Sexualidade , Adolescente , Adulto , Feminino , Humanos , Menstruação , Obesidade Mórbida/cirurgia , Período Pós-Operatório , Estudos Prospectivos , Comportamento Sexual , Adulto Jovem
11.
Gynecol Obstet Invest ; 69(3): 160-8, 2010.
Artigo em Inglês | MEDLINE | ID: mdl-20016188

RESUMO

AIM: To determine how accurately and confidently examiners with different levels of ultrasound experience can classify adnexal masses as benign or malignant and suggest a specific histological diagnosis when evaluating ultrasound images using pattern recognition. METHODS: Ultrasound images of selected adnexal masses were evaluated by 3 expert sonologists, 2 senior and 4 junior trainees. They were instructed to classify the masses using pattern recognition as benign or malignant, to state the level of confidence with which this classification was made and to suggest a specific histological diagnosis. Sensitivity, specificity, accuracy and positive and negative likelihood ratios (LR+ and LR-) with regard to malignancy were calculated. The area under the receiver operating characteristic curve (AUC) of pattern recognition was calculated by using six levels of diagnostic confidence. RESULTS: 166 masses were examined, of which 42% were malignant. Sensitivity with regard to malignancy ranged from 80 to 86% for the experts, was 70 and 84% for the 2 senior trainees and ranged from 70 to 86% for the junior trainees. The specificity of the experts ranged from 79 to 91%, was 77 and 89% for the senior trainees and ranged from 59 to 83% for the junior trainees. The experts were uncertain about their diagnosis in 4-13% of the cases, the senior trainees in 15-20% and the junior trainees in 67-100% of the cases. The AUCs ranged from 0.861 to 0.922 for the experts, were 0.842 and 0.855 for the senior trainees, and ranged from 0.726 to 0.795 for the junior trainees. The experts suggested a correct specific histological diagnosis in 69-77% of the cases. All 6 trainees did so significantly less often (22-42% of the cases). CONCLUSION: Expert sonologists can accurately classify adnexal masses as benign or malignant and can successfully predict the specific histological diagnosis in many cases. Whilst less experienced operators perform reasonably well when predicting the benign or malignant nature of the mass, they do so with a very low level of diagnostic confidence and are unable to state the likely histology of a mass in most cases.


Assuntos
Doenças dos Anexos/diagnóstico por imagem , Ginecologia/normas , Neoplasias Ovarianas/diagnóstico por imagem , Reconhecimento Automatizado de Padrão/normas , Ultrassonografia Doppler em Cores/normas , Adenocarcinoma Mucinoso/diagnóstico por imagem , Adenocarcinoma Mucinoso/epidemiologia , Adenocarcinoma Mucinoso/patologia , Doenças dos Anexos/epidemiologia , Doenças dos Anexos/patologia , Bases de Dados Factuais , Feminino , Ginecologia/educação , Humanos , Modelos Estatísticos , Neoplasias/diagnóstico por imagem , Neoplasias/epidemiologia , Neoplasias/patologia , Neoplasias Ovarianas/epidemiologia , Neoplasias Ovarianas/patologia , Curva ROC , Reprodutibilidade dos Testes , Fatores de Risco , Sensibilidade e Especificidade
12.
Int J Gynecol Cancer ; 19 Suppl 1: S1-12, 2009 May.
Artigo em Inglês | MEDLINE | ID: mdl-19509538

RESUMO

BACKGROUND: Gynecologic cancer during pregnancy is a special challenge because cancer or its treatment may affect not only the pregnant women in general but directly involve the reproductive tract and fetus. Currently, there are no guidelines on how to deal with this special coincidence. METHODS: An international consensus meeting on staging and treatment of gynecological malignancies during pregnancy was organised including a systematic literature search, and interpretation followed by a physical meeting of all participants with intensive discussion. In the absence of large trials and randomized studies, recommendations were based on available literature data and personal experience thus representing a low but best achievable level of evidence. FINDINGS: Randomized trials and prospective studies on cancer treatment during pregnancy are lacking. Gynecological cancer during pregnancy is a demanding problem, and multidisciplinary expertise should be available. Counseling both parents on the maternal prognosis and fetal risk is needed. When there is a firm desire to continue the pregnancy, gynecological cancer can be treated in selected cases. The staging and treatment should follow the standard approach as much as possible. Guidelines for safe pelvic surgery during pregnancy are presented. Mainly in cervical and ovarian cancer, chemotherapy and an alternative surgical approach need to be considered. Administration of chemotherapy during the second or third trimester may probably not increase the incidence of congenital malformations. Until now, the long-term outcome of children in utero exposed to oncological treatment modalities is poorly documented, but preterm birth on its own is associated with cognitive impairment. Delivery should be postponed preferably until after a gestational age of 35 weeks. INTERPRETATION: Further research including international registries for gynecologic cancer in pregnancy is urgently needed. The gathering of both available literature and personal experience allowed only suggesting models for treatment of gynecologic cancer in pregnancy.


Assuntos
Neoplasias dos Genitais Femininos/terapia , Complicações Neoplásicas na Gravidez/terapia , Algoritmos , Feminino , Neoplasias dos Genitais Femininos/patologia , Procedimentos Cirúrgicos em Ginecologia/métodos , Humanos , Cooperação Internacional , Gravidez , Complicações Neoplásicas na Gravidez/patologia , Resultado da Gravidez , Diagnóstico Pré-Natal/métodos , Efeitos Tardios da Exposição Pré-Natal/epidemiologia , Efeitos Tardios da Exposição Pré-Natal/etiologia
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