import streamlit as st
def render_footer():
"""Render a minimalist, professional scientific footer as shown in the screenshots."""
st.markdown("", unsafe_allow_html=True)
col1, col2 = st.columns([2, 1])
with col1:
st.markdown(f"""
Manuscript Reference:
Verma, S., et al. (2026). spMetaTME: A spatial atlas of tumour microenvironment metabolism and
metabolic interactions inferred by a pre-trained self-supervised metabolic hypergraph.