God is our refuge and strength, a very present help in trouble.
Psalm 46:1

Words: Jennie Wilson, in Eden Echoes, edited by Emmett S. Dean et al. (Waco, Texas: Trio Music, 1906), number 58.
The song had this quote above it:
’Tis a refuge all safe, and secure for the soul,
For no harm ever reaches His own,
Oh, how sweet ’tis to sing, with a happiness full,
I am leaning on Jesus alone!
F. L. E.
Based on the initials at the end, the above quote is probably from Franklin L. Eiland, one of the founders of the Trio Music Company, which published Echoes of Eden.
Music: Newton W. Allphin (🔊 pdf nwc).

All the way thro’ this life, with its labor and strife,
I am leaning on Jesus, alone;
Every hour He is near, speaking sweet words of cheer.
I am leaning on Jesus alone.
Refrain
I am leaning on Jesus alone,
I am leaning on Jesus alone,
Human friend ne’er can be half so precious to me,
I am leaning on Jesus alone.
As the days hasten by, on His care I rely,
I am leaning on Jesus alone,
There is naught that can harm, while I cling to His arm,
I am leaning on Jesus alone.
Refrain
When temptations assail, thro’ His strength I prevail,
I am leaning on Jesus alone;
Tho’ deep sorrow is mine, I have comfort divine,
I am leaning on Jesus alone.
Refrain
As He guides me in love to His bright home above,
I am leaning on Jesus alone;
And I journey along, with my soul filled with song,
I am leaning on Jesus alone.
Refrain